what is meant by research assignment

Introduction to Academic Research

What is Academic Research?

• Planning your Research
• Search Strategies
• Choosing Sources
• Choosing Databases
• Scholarly Sources
• Evaluating Websites
• Citing your Sources

Academic research involves a thorough investigation into what is known about a given topic. In most cases, you will be required to examine and analyze scholarly sources when completing your assignments (unless otherwise indicated by your instructor).  Scholarly sources help:

• Add depth to your understanding.
• Strengthen your argument.
• Reduce bias and misconceptions.

Research assignments are designed to help you think like a researcher and learn good research skills, such as selecting appropriate topics, identifying keywords, searching for information efficiently, and evaluating your sources. In this guide, we'll cover some of the key information and skills you need to know to succeed at Sheridan.

In this Guide

• Last Updated: May 1, 2023 9:28 AM
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• Methodology

Research Design | Step-by-Step Guide with Examples

Published on 5 May 2022 by Shona McCombes . Revised on 20 March 2023.

A research design is a strategy for answering your research question  using empirical data. Creating a research design means making decisions about:

• Your overall aims and approach
• The type of research design you’ll use
• Your sampling methods or criteria for selecting subjects
• Your data collection methods
• The procedures you’ll follow to collect data
• Your data analysis methods

A well-planned research design helps ensure that your methods match your research aims and that you use the right kind of analysis for your data.

Table of contents

Step 1: consider your aims and approach, step 2: choose a type of research design, step 3: identify your population and sampling method, step 4: choose your data collection methods, step 5: plan your data collection procedures, step 6: decide on your data analysis strategies, frequently asked questions.

• Introduction

Before you can start designing your research, you should already have a clear idea of the research question you want to investigate.

There are many different ways you could go about answering this question. Your research design choices should be driven by your aims and priorities – start by thinking carefully about what you want to achieve.

The first choice you need to make is whether you’ll take a qualitative or quantitative approach.

Qualitative research designs tend to be more flexible and inductive , allowing you to adjust your approach based on what you find throughout the research process.

Quantitative research designs tend to be more fixed and deductive , with variables and hypotheses clearly defined in advance of data collection.

It’s also possible to use a mixed methods design that integrates aspects of both approaches. By combining qualitative and quantitative insights, you can gain a more complete picture of the problem you’re studying and strengthen the credibility of your conclusions.

Practical and ethical considerations when designing research

As well as scientific considerations, you need to think practically when designing your research. If your research involves people or animals, you also need to consider research ethics .

• How much time do you have to collect data and write up the research?
• Will you be able to gain access to the data you need (e.g., by travelling to a specific location or contacting specific people)?
• Do you have the necessary research skills (e.g., statistical analysis or interview techniques)?
• Will you need ethical approval ?

At each stage of the research design process, make sure that your choices are practically feasible.

Prevent plagiarism, run a free check.

Within both qualitative and quantitative approaches, there are several types of research design to choose from. Each type provides a framework for the overall shape of your research.

Types of quantitative research designs

Quantitative designs can be split into four main types. Experimental and   quasi-experimental designs allow you to test cause-and-effect relationships, while descriptive and correlational designs allow you to measure variables and describe relationships between them.

With descriptive and correlational designs, you can get a clear picture of characteristics, trends, and relationships as they exist in the real world. However, you can’t draw conclusions about cause and effect (because correlation doesn’t imply causation ).

Experiments are the strongest way to test cause-and-effect relationships without the risk of other variables influencing the results. However, their controlled conditions may not always reflect how things work in the real world. They’re often also more difficult and expensive to implement.

Types of qualitative research designs

Qualitative designs are less strictly defined. This approach is about gaining a rich, detailed understanding of a specific context or phenomenon, and you can often be more creative and flexible in designing your research.

The table below shows some common types of qualitative design. They often have similar approaches in terms of data collection, but focus on different aspects when analysing the data.

Your research design should clearly define who or what your research will focus on, and how you’ll go about choosing your participants or subjects.

In research, a population is the entire group that you want to draw conclusions about, while a sample is the smaller group of individuals you’ll actually collect data from.

Defining the population

A population can be made up of anything you want to study – plants, animals, organisations, texts, countries, etc. In the social sciences, it most often refers to a group of people.

For example, will you focus on people from a specific demographic, region, or background? Are you interested in people with a certain job or medical condition, or users of a particular product?

The more precisely you define your population, the easier it will be to gather a representative sample.

Sampling methods

Even with a narrowly defined population, it’s rarely possible to collect data from every individual. Instead, you’ll collect data from a sample.

To select a sample, there are two main approaches: probability sampling and non-probability sampling . The sampling method you use affects how confidently you can generalise your results to the population as a whole.

Probability sampling is the most statistically valid option, but it’s often difficult to achieve unless you’re dealing with a very small and accessible population.

For practical reasons, many studies use non-probability sampling, but it’s important to be aware of the limitations and carefully consider potential biases. You should always make an effort to gather a sample that’s as representative as possible of the population.

Case selection in qualitative research

In some types of qualitative designs, sampling may not be relevant.

For example, in an ethnography or a case study, your aim is to deeply understand a specific context, not to generalise to a population. Instead of sampling, you may simply aim to collect as much data as possible about the context you are studying.

In these types of design, you still have to carefully consider your choice of case or community. You should have a clear rationale for why this particular case is suitable for answering your research question.

For example, you might choose a case study that reveals an unusual or neglected aspect of your research problem, or you might choose several very similar or very different cases in order to compare them.

Data collection methods are ways of directly measuring variables and gathering information. They allow you to gain first-hand knowledge and original insights into your research problem.

You can choose just one data collection method, or use several methods in the same study.

Survey methods

Surveys allow you to collect data about opinions, behaviours, experiences, and characteristics by asking people directly. There are two main survey methods to choose from: questionnaires and interviews.

Observation methods

Observations allow you to collect data unobtrusively, observing characteristics, behaviours, or social interactions without relying on self-reporting.

Observations may be conducted in real time, taking notes as you observe, or you might make audiovisual recordings for later analysis. They can be qualitative or quantitative.

Other methods of data collection

There are many other ways you might collect data depending on your field and topic.

If you’re not sure which methods will work best for your research design, try reading some papers in your field to see what data collection methods they used.

Secondary data

If you don’t have the time or resources to collect data from the population you’re interested in, you can also choose to use secondary data that other researchers already collected – for example, datasets from government surveys or previous studies on your topic.

With this raw data, you can do your own analysis to answer new research questions that weren’t addressed by the original study.

Using secondary data can expand the scope of your research, as you may be able to access much larger and more varied samples than you could collect yourself.

However, it also means you don’t have any control over which variables to measure or how to measure them, so the conclusions you can draw may be limited.

As well as deciding on your methods, you need to plan exactly how you’ll use these methods to collect data that’s consistent, accurate, and unbiased.

Planning systematic procedures is especially important in quantitative research, where you need to precisely define your variables and ensure your measurements are reliable and valid.

Operationalisation

Some variables, like height or age, are easily measured. But often you’ll be dealing with more abstract concepts, like satisfaction, anxiety, or competence. Operationalisation means turning these fuzzy ideas into measurable indicators.

If you’re using observations , which events or actions will you count?

If you’re using surveys , which questions will you ask and what range of responses will be offered?

You may also choose to use or adapt existing materials designed to measure the concept you’re interested in – for example, questionnaires or inventories whose reliability and validity has already been established.

Reliability and validity

Reliability means your results can be consistently reproduced , while validity means that you’re actually measuring the concept you’re interested in.

For valid and reliable results, your measurement materials should be thoroughly researched and carefully designed. Plan your procedures to make sure you carry out the same steps in the same way for each participant.

If you’re developing a new questionnaire or other instrument to measure a specific concept, running a pilot study allows you to check its validity and reliability in advance.

Sampling procedures

As well as choosing an appropriate sampling method, you need a concrete plan for how you’ll actually contact and recruit your selected sample.

That means making decisions about things like:

• How many participants do you need for an adequate sample size?
• What inclusion and exclusion criteria will you use to identify eligible participants?
• How will you contact your sample – by mail, online, by phone, or in person?

If you’re using a probability sampling method, it’s important that everyone who is randomly selected actually participates in the study. How will you ensure a high response rate?

If you’re using a non-probability method, how will you avoid bias and ensure a representative sample?

Data management

It’s also important to create a data management plan for organising and storing your data.

Will you need to transcribe interviews or perform data entry for observations? You should anonymise and safeguard any sensitive data, and make sure it’s backed up regularly.

Keeping your data well organised will save time when it comes to analysing them. It can also help other researchers validate and add to your findings.

On their own, raw data can’t answer your research question. The last step of designing your research is planning how you’ll analyse the data.

Quantitative data analysis

In quantitative research, you’ll most likely use some form of statistical analysis . With statistics, you can summarise your sample data, make estimates, and test hypotheses.

Using descriptive statistics , you can summarise your sample data in terms of:

• The distribution of the data (e.g., the frequency of each score on a test)
• The central tendency of the data (e.g., the mean to describe the average score)
• The variability of the data (e.g., the standard deviation to describe how spread out the scores are)

The specific calculations you can do depend on the level of measurement of your variables.

Using inferential statistics , you can:

• Make estimates about the population based on your sample data.
• Test hypotheses about a relationship between variables.

Regression and correlation tests look for associations between two or more variables, while comparison tests (such as t tests and ANOVAs ) look for differences in the outcomes of different groups.

Your choice of statistical test depends on various aspects of your research design, including the types of variables you’re dealing with and the distribution of your data.

Qualitative data analysis

In qualitative research, your data will usually be very dense with information and ideas. Instead of summing it up in numbers, you’ll need to comb through the data in detail, interpret its meanings, identify patterns, and extract the parts that are most relevant to your research question.

Two of the most common approaches to doing this are thematic analysis and discourse analysis .

There are many other ways of analysing qualitative data depending on the aims of your research. To get a sense of potential approaches, try reading some qualitative research papers in your field.

A sample is a subset of individuals from a larger population. Sampling means selecting the group that you will actually collect data from in your research.

For example, if you are researching the opinions of students in your university, you could survey a sample of 100 students.

Statistical sampling allows you to test a hypothesis about the characteristics of a population. There are various sampling methods you can use to ensure that your sample is representative of the population as a whole.

Operationalisation means turning abstract conceptual ideas into measurable observations.

For example, the concept of social anxiety isn’t directly observable, but it can be operationally defined in terms of self-rating scores, behavioural avoidance of crowded places, or physical anxiety symptoms in social situations.

Before collecting data , it’s important to consider how you will operationalise the variables that you want to measure.

The research methods you use depend on the type of data you need to answer your research question .

• If you want to measure something or test a hypothesis , use quantitative methods . If you want to explore ideas, thoughts, and meanings, use qualitative methods .
• If you want to analyse a large amount of readily available data, use secondary data. If you want data specific to your purposes with control over how they are generated, collect primary data.
• If you want to establish cause-and-effect relationships between variables , use experimental methods. If you want to understand the characteristics of a research subject, use descriptive methods.

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Your Research Assignment

Your assignment is where it all starts, pick your topic, can't think of a topic, tips for your assignments.

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Research Tutorial Links

1. Research Tutorial Your introduction to college level research.

2. College Level Research College level research, scholarly & peer reviewed articles and more.

3. Your Research Assignment Understanding your research assignment and picking a topic.

4. Find Your Sources Find college level books, eBooks, articles and media for your research assignments.

5. Evaluate Your Sources Evaluating your sources and spotting fake sites, fake news and media bias.

6. Cite Your Sources Citation, plagiarism, copyright and fair use.

Understanding your assignment is key. You should read your assignment as soon as you get it just so you have time to ask your instructor about anything that you’re not sure of.

Having the assignment with you when you search can help ensure that the sources that you find will work for the assignment. Circle, highlight or underline important requirements. If you are not sure what your instructor wants, ask!

What is your instructor asking you to do?

When reading your assignment focus on verbs like analyze , summarize or compare to understand what your instructor wants from you. Other important words to watch out for are how , why , when , etc. All of these words will help you focus on what you need for your research topic.

What are the rules of the assignment?

Many instructors have rules that they want you to follow in order to complete the assignment successfully. They frequently include things like:

• How long your paper or presentation should be
• That might include things like your textbook, class notes, books, articles, and Internet
• It might also include how long your sources need to be, when they were written and who wrote them
• MLA, APA, GSA, etc.
• Informational, persuasive, reflective, annotated bibliographies, scientific, etc.
• Word, RTF, PowerPoint, etc.
• What kinds of topics you can use

Once you have and understand your assignment, choosing a topic is the next step in the research process. In some cases, you will be assigned a specific topic for your research paper. In other cases you will be able to complete your research on a topic of your choice.

If you are able to choose your own topic, try to choose a topic that is interesting to you. You will be spending quite a bit of time doing research and writing your paper--interest in the topic can make the process much easier and help you write a better paper.

• Last Updated: Apr 17, 2023 3:46 PM
• URL: https://libguides.com.edu/TutorialAssignment

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Research Basics: Understanding the Assignment

• Understanding the Assignment
• Choosing a Research Topic
• Refining a Research Topic
• Developing a Research Question
• Deciding What Types of Sources You Will Need
• Types of Sources
• Search Techniques
• Find Books & eBooks This link opens in a new window
• Choose a Database / Find Articles
• Find Articles Using the EBSCO Articles tab
• Find Journals
• Find Websites using Google
• Find Articles Using Google Scholar
• Find Government Documents This link opens in a new window
• Find Statistics This link opens in a new window
• Interlibrary Loan This link opens in a new window
• How to evaluate your sources This link opens in a new window
• Primary vs. Secondary Sources This link opens in a new window
• Popular vs. Scholary This link opens in a new window
• Wheel of Sources
• Incorporate Sources into Your Research Paper
• Paraphrasing
• Voice Markers
• Using Source Material to Develop/Support an Argument
• Reasons to Cite Your Sources
• Citation & Style Guides This link opens in a new window
• Learning Checks
• Open Access Educational Resources
• Research Help

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Read the Assignment Carefully

Reading your assignment carefully can make a huge difference. Here are things to look for in the assignment instructions:

• Purpose of the assignment.  What should your research project accomplish? What is the role of research and of information sources in the assignment? This will help you determine your research process and timeline. (If you still have questions after closely reading the assignment, ask your instructor.)  
• Topic guidance and suggestions . Some instructors offer specific suggestions, while others provide guidelines to help you choose a topic yourself. Check for points and questions the instructor wants you to address in your assignment.  
• Type(s) of recommended sources  for supporting your research.  Think about where you might need to look for the recommended sources. Some will be available through the Benedictine Library collection, and some may be freely available on the Web. For more information see What Types of Sources Do You Need? .  
• Due date . This will help you determine when you need to start finding sources, reading and analyzing them, and developing your paper or project. Some assignments have different parts due at different times, so check all the due dates.  To help you manage your time, you may wish to use the Benedictine Library Research Project Calculator  
• Length of the assignment . This will help you determine the scope of your  topic.   
• Style and formatting information , such as font size, spacing, and citation style. This Citation Guides  guide can help with this.

Highlight and Underline

Highlight or underline the elements that are key to understanding your assignment. If you cannot describe what your assignment is about to someone else, re-read the assignment sheet or talk with your instructor.

Source: The Writing Center, University of North Carolina at Chapel Hill

• Understanding Assignments (handout)
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The Research and Writing Process: A Step-by-Step Guide: Understand the Assignment

• Understand the Assignment
• Select a Topic
• Write Your Thesis
• Finding Keywords
• Search Strategies
• Locating Sources
• Evaluate Those Sources
• Draft an Outline of Your Paper
• Begin Writing
• Proofread Your Paper
• Cite Your Sources
• Paraphrasing

The first step in any successful college writing venture is understanding the assignment. While this sounds like a simple task, it can be a tough one. This guide will help you unravel your assignment and begin to craft an effective response. Much of the following advice will involve translating typical assignment terms and practices into meaningful clues to the type of writing your instructor expects. 

Before selecting a topic or starting your research, make sure you understand your assignment and its requirements. Consider the following:

• Have you been assigned a topic or can you pick your own?
• How many pages/words do you need to write? How long is your presentation?
• Do you need to include specific types of sources? (e.g. scholarly journal, book, etc.)
• When is the assignment due? How much time do you have to research?
• Is currency of information important?

When in doubt, consult with your instructor.

Understanding Your Assignment

Ask yourself a few basic questions as you read and jot down the answers on the assignment sheet. Click each question for more detail. 

Why did your instructor ask you to do this particular task?

As you read the assignment, think about what the teacher does in class.

• What kinds of textbooks or coursepack did your instructor choose for the course—ones that provide background information, explain theories or perspectives, or argue a point of view?
• In lecture, does your instructor ask your opinion, try to prove her point of view, or use keywords that show up again in the assignment?
• What kinds of assignments are typical in this discipline? Social science classes often expect more research. Humanities classes thrive on interpretation and analysis.
• How do the assignments, readings, and lectures work together in the course? Instructors spend time designing courses, sometimes even arguing with their peers about the most effective course materials. Figuring out the overall design to the course will help you understand what each assignment is meant to achieve.

Who is your audience?

The level of information you use depends on who you think your audience is. If you imagine your audience as your instructor and she already knows everything you have to say, you may find yourself leaving out key information that can cause your argument to be unconvincing and illogical. But you do not have to explain every single word or issue. If you are telling your roommate what happened on your favorite science fiction TV show last night, you do not say, “First a dark-haired white man of average height, wearing a suit and carrying a flashlight, walked into the room. Then a purple alien alien with fifteen arms and at least three eyes turned around. Then the man smiled slightly. In the background, you could hear a clock ticking. The room was fairly dark and had at least two windows that I saw.” You also do not say, “This guy found some aliens. The end.” Find some balance of useful details that support your main point. The grim truth With a few exceptions (including some lab and ethnography reports), you are probably being asked to make an argument. You must convince your audience. It is easy to forget this aim when you are researching and writing; as you become involved in your subject matter, you may become enmeshed in the details and focus on learning or simply telling the information you have found. You need to do more than just repeat what you have read. Your writing should have a point, and you should be able to say it in a sentence. Sometimes instructors call this sentence a “thesis” or a “claim.” So, if your instructor tells you to write about some aspect of oral hygiene, you do not want to just list: “First, you brush your teeth with a soft brush and some peanut butter. Then, you floss with unwaxed, bologna-flavored string. Finally, gargle with bourbon.” Instead, you could say, “Of all the oral cleaning methods, sandblasting removes the most plaque. Therefore it should be recommended by the American Dental Association.” Or, “From an aesthetic perspective, moldy teeth can be quite charming. However, their joys are short-lived.” Convincing the reader of your argument is the goal of academic writing. It doesn’t have to say “argument” anywhere in the assignment for you to need one. Look at the assignment and think about what kind of argument you could make about it instead of just seeing it as a checklist of information you have to present. For help with understanding the role of argument in academic writing, see our handout on argument.

What kind of evidence do you need to support your ideas?

• Einstein proof—a famous (or not so famous) smart person agrees with you or says something you can use to back up your point. This kind of evidence can come from course materials or outside research. Be sure to cite these scholars as sources (see the UNC Libraries citation tutorial).
• Case proof—a case in which your point works or the other person’s point does not work to demonstrate your idea. These may come from your experience, hypothetical situations, or from outside sources.
• Fact proof—statistics, “objective” information. You will need lots of documentation here and probably several trips to the library.
• For example proof—examples from the subject or text you are studying to back up your focused point. For example (!), you might quote several of Hamlet’s lines to try to establish that he is depressed.

Professors will usually tell you what kind of proof they want. If the assignment tells you to “do research,” head quickly to the library. Make sure you are clear about this part of the assignment, because your use of evidence will be crucial in writing a successful paper. You are not just learning how to argue; you are learning how to argue with specific types of materials and ideas.

What kind of writing style is acceptable?

What are the absolute rules of the paper.

• Spend more time on the cover page than the essay—graphics, cool binders, and cute titles are no replacement for a well-written paper, use huge fonts, wide margins, or extra spacing to pad the page length—these tricks are immediately obvious to the eye. Most instructors use the same word processor you do. They know what’s possible. Such tactics are especially damning when the instructor has a stack of 60 papers to grade and yours is the only one that low-flying airplane pilots could read.
• Use a paper from another class that covered “sort of similar” material. Again, the instructor has a particular task for you to fulfill in the assignment that usually relates to course material and lectures. Your other paper may not cover this material. Ask the instructor—it can’t hurt.
• Get all wacky and “creative” before you answer the question. Showing that you are able to think beyond the boundaries of a simple assignment can be good, but you must do what the assignment calls for first. Again, check with your instructor. A humorous tone can be refreshing for someone grading a stack of papers, but it will not get you a good grade if you have not fulfilled the task.

Critical reading of assignments leads to skills in other types of reading and writing. If you get good at figuring out what the real goals of assignments are, you are going to be better at understanding the goals of all of your classes and fields of study.

Try to look at the question from the point of view of the instructor. Recognize that your instructor has a reason for giving you this assignment and for giving it to you at a particular point in the semester. In every assignment, the instructor has a challenge for you. This challenge could be anything from demonstrating an ability to think clearly to demonstrating an ability to use the library. See the assignment not as a vague suggestion of what to do but as an opportunity to show that you can handle the course material as directed. Paper assignments give you more than a topic to discuss—they ask you to do something with the topic. Keep reminding yourself of that. Be careful to avoid the other extreme as well: do not read more into the assignment than what is there.

Assignment formats

Two good habits.

1.   Read the assignment carefully as soon as you receive it.  Do not put this task off—reading the assignment at the beginning will save you time, stress, and problems later. An assignment can look pretty straightforward at first, particularly if the instructor has provided lots of information. That does not mean it will not take time and effort to complete; you may even have to learn a new skill to complete the assignment.

2.   Ask the instructor about anything you do not understand.  Do not hesitate to approach your instructor. Instructors would prefer to set you straight before you hand the paper in. That’s also when you will find their feedback most useful.

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What Is Research Methodology? A Plain-Language Explanation & Definition (With Examples)

By Derek Jansen (MBA)  and Kerryn Warren (PhD) | June 2020 (Last updated April 2023)

If you’re new to formal academic research, it’s quite likely that you’re feeling a little overwhelmed by all the technical lingo that gets thrown around. And who could blame you – “research methodology”, “research methods”, “sampling strategies”… it all seems never-ending!

In this post, we’ll demystify the landscape with plain-language explanations and loads of examples (including easy-to-follow videos), so that you can approach your dissertation, thesis or research project with confidence. Let’s get started.

Research Methodology 101

• What exactly research methodology means
• What qualitative , quantitative and mixed methods are
• What sampling strategy is
• What data collection methods are
• What data analysis methods are
• How to choose your research methodology
• Example of a research methodology

What is research methodology?

Research methodology simply refers to the practical “how” of a research study. More specifically, it’s about how  a researcher  systematically designs a study  to ensure valid and reliable results that address the research aims, objectives and research questions . Specifically, how the researcher went about deciding:

• What type of data to collect (e.g., qualitative or quantitative data )
• Who  to collect it from (i.e., the sampling strategy )
• How to  collect  it (i.e., the data collection method )
• How to  analyse  it (i.e., the data analysis methods )

Within any formal piece of academic research (be it a dissertation, thesis or journal article), you’ll find a research methodology chapter or section which covers the aspects mentioned above. Importantly, a good methodology chapter explains not just   what methodological choices were made, but also explains  why they were made. In other words, the methodology chapter should justify  the design choices, by showing that the chosen methods and techniques are the best fit for the research aims, objectives and research questions. 

So, it’s the same as research design?

Not quite. As we mentioned, research methodology refers to the collection of practical decisions regarding what data you’ll collect, from who, how you’ll collect it and how you’ll analyse it. Research design, on the other hand, is more about the overall strategy you’ll adopt in your study. For example, whether you’ll use an experimental design in which you manipulate one variable while controlling others. You can learn more about research design and the various design types here .

Need a helping hand?

What are qualitative, quantitative and mixed-methods?

Qualitative, quantitative and mixed-methods are different types of methodological approaches, distinguished by their focus on words , numbers or both . This is a bit of an oversimplification, but its a good starting point for understanding.

Let’s take a closer look.

Qualitative research refers to research which focuses on collecting and analysing words (written or spoken) and textual or visual data, whereas quantitative research focuses on measurement and testing using numerical data . Qualitative analysis can also focus on other “softer” data points, such as body language or visual elements.

It’s quite common for a qualitative methodology to be used when the research aims and research questions are exploratory  in nature. For example, a qualitative methodology might be used to understand peoples’ perceptions about an event that took place, or a political candidate running for president. 

Contrasted to this, a quantitative methodology is typically used when the research aims and research questions are confirmatory  in nature. For example, a quantitative methodology might be used to measure the relationship between two variables (e.g. personality type and likelihood to commit a crime) or to test a set of hypotheses .

As you’ve probably guessed, the mixed-method methodology attempts to combine the best of both qualitative and quantitative methodologies to integrate perspectives and create a rich picture. If you’d like to learn more about these three methodological approaches, be sure to watch our explainer video below.

What is sampling strategy?

Simply put, sampling is about deciding who (or where) you’re going to collect your data from . Why does this matter? Well, generally it’s not possible to collect data from every single person in your group of interest (this is called the “population”), so you’ll need to engage a smaller portion of that group that’s accessible and manageable (this is called the “sample”).

How you go about selecting the sample (i.e., your sampling strategy) will have a major impact on your study.  There are many different sampling methods  you can choose from, but the two overarching categories are probability   sampling and  non-probability   sampling .

Probability sampling  involves using a completely random sample from the group of people you’re interested in. This is comparable to throwing the names all potential participants into a hat, shaking it up, and picking out the “winners”. By using a completely random sample, you’ll minimise the risk of selection bias and the results of your study will be more generalisable  to the entire population. 

Non-probability sampling , on the other hand,  doesn’t use a random sample . For example, it might involve using a convenience sample, which means you’d only interview or survey people that you have access to (perhaps your friends, family or work colleagues), rather than a truly random sample. With non-probability sampling, the results are typically not generalisable .

To learn more about sampling methods, be sure to check out the video below.

What are data collection methods?

As the name suggests, data collection methods simply refers to the way in which you go about collecting the data for your study. Some of the most common data collection methods include:

• Interviews (which can be unstructured, semi-structured or structured)
• Focus groups and group interviews
• Surveys (online or physical surveys)
• Observations (watching and recording activities)
• Biophysical measurements (e.g., blood pressure, heart rate, etc.)
• Documents and records (e.g., financial reports, court records, etc.)

The choice of which data collection method to use depends on your overall research aims and research questions , as well as practicalities and resource constraints. For example, if your research is exploratory in nature, qualitative methods such as interviews and focus groups would likely be a good fit. Conversely, if your research aims to measure specific variables or test hypotheses, large-scale surveys that produce large volumes of numerical data would likely be a better fit.

What are data analysis methods?

Data analysis methods refer to the methods and techniques that you’ll use to make sense of your data. These can be grouped according to whether the research is qualitative  (words-based) or quantitative (numbers-based).

Popular data analysis methods in qualitative research include:

• Qualitative content analysis
• Thematic analysis
• Discourse analysis
• Narrative analysis
• Interpretative phenomenological analysis (IPA)
• Visual analysis (of photographs, videos, art, etc.)

Qualitative data analysis all begins with data coding , after which an analysis method is applied. In some cases, more than one analysis method is used, depending on the research aims and research questions . In the video below, we explore some  common qualitative analysis methods, along with practical examples.  

Moving on to the quantitative side of things, popular data analysis methods in this type of research include:

• Descriptive statistics (e.g. means, medians, modes )
• Inferential statistics (e.g. correlation, regression, structural equation modelling)

Again, the choice of which data collection method to use depends on your overall research aims and objectives , as well as practicalities and resource constraints. In the video below, we explain some core concepts central to quantitative analysis.

How do I choose a research methodology?

As you’ve probably picked up by now, your research aims and objectives have a major influence on the research methodology . So, the starting point for developing your research methodology is to take a step back and look at the big picture of your research, before you make methodology decisions. The first question you need to ask yourself is whether your research is exploratory or confirmatory in nature.

If your research aims and objectives are primarily exploratory in nature, your research will likely be qualitative and therefore you might consider qualitative data collection methods (e.g. interviews) and analysis methods (e.g. qualitative content analysis). 

Conversely, if your research aims and objective are looking to measure or test something (i.e. they’re confirmatory), then your research will quite likely be quantitative in nature, and you might consider quantitative data collection methods (e.g. surveys) and analyses (e.g. statistical analysis).

Designing your research and working out your methodology is a large topic, which we cover extensively on the blog . For now, however, the key takeaway is that you should always start with your research aims, objectives and research questions (the golden thread). Every methodological choice you make needs align with those three components. 

Example of a research methodology chapter

In the video below, we provide a detailed walkthrough of a research methodology from an actual dissertation, as well as an overview of our free methodology template .

Psst… there’s more (for free)

This post is part of our dissertation mini-course, which covers everything you need to get started with your dissertation, thesis or research project. 

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199 Comments

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Thanks for your comment.

We can’t write your methodology for you. If you’re looking for samples, you should be able to find some sample methodologies on Google. Alternatively, you can download some previous dissertations from a dissertation directory and have a look at the methodology chapters therein.

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MLA Jansen, Derek, and Kerryn Warren. “What (Exactly) Is Research Methodology?” Grad Coach, June 2021, gradcoach.com/what-is-research-methodology/.

APA Jansen, D., & Warren, K. (2021, June). What (Exactly) Is Research Methodology? Grad Coach. https://gradcoach.com/what-is-research-methodology/

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Home » Research Process – Steps, Examples and Tips

Research Process – Steps, Examples and Tips

Table of Contents

Research Process

Definition:

Research Process is a systematic and structured approach that involves the collection, analysis, and interpretation of data or information to answer a specific research question or solve a particular problem.

Research Process Steps

Research Process Steps are as follows:

Identify the Research Question or Problem

This is the first step in the research process. It involves identifying a problem or question that needs to be addressed. The research question should be specific, relevant, and focused on a particular area of interest.

Conduct a Literature Review

Once the research question has been identified, the next step is to conduct a literature review. This involves reviewing existing research and literature on the topic to identify any gaps in knowledge or areas where further research is needed. A literature review helps to provide a theoretical framework for the research and also ensures that the research is not duplicating previous work.

Formulate a Hypothesis or Research Objectives

Based on the research question and literature review, the researcher can formulate a hypothesis or research objectives. A hypothesis is a statement that can be tested to determine its validity, while research objectives are specific goals that the researcher aims to achieve through the research.

Design a Research Plan and Methodology

This step involves designing a research plan and methodology that will enable the researcher to collect and analyze data to test the hypothesis or achieve the research objectives. The research plan should include details on the sample size, data collection methods, and data analysis techniques that will be used.

Collect and Analyze Data

This step involves collecting and analyzing data according to the research plan and methodology. Data can be collected through various methods, including surveys, interviews, observations, or experiments. The data analysis process involves cleaning and organizing the data, applying statistical and analytical techniques to the data, and interpreting the results.

Interpret the Findings and Draw Conclusions

After analyzing the data, the researcher must interpret the findings and draw conclusions. This involves assessing the validity and reliability of the results and determining whether the hypothesis was supported or not. The researcher must also consider any limitations of the research and discuss the implications of the findings.

Communicate the Results

Finally, the researcher must communicate the results of the research through a research report, presentation, or publication. The research report should provide a detailed account of the research process, including the research question, literature review, research methodology, data analysis, findings, and conclusions. The report should also include recommendations for further research in the area.

Review and Revise

The research process is an iterative one, and it is important to review and revise the research plan and methodology as necessary. Researchers should assess the quality of their data and methods, reflect on their findings, and consider areas for improvement.

Ethical Considerations

Throughout the research process, ethical considerations must be taken into account. This includes ensuring that the research design protects the welfare of research participants, obtaining informed consent, maintaining confidentiality and privacy, and avoiding any potential harm to participants or their communities.

Dissemination and Application

The final step in the research process is to disseminate the findings and apply the research to real-world settings. Researchers can share their findings through academic publications, presentations at conferences, or media coverage. The research can be used to inform policy decisions, develop interventions, or improve practice in the relevant field.

Research Process Example

Following is a Research Process Example:

Research Question : What are the effects of a plant-based diet on athletic performance in high school athletes?

Step 1: Background Research Conduct a literature review to gain a better understanding of the existing research on the topic. Read academic articles and research studies related to plant-based diets, athletic performance, and high school athletes.

Step 2: Develop a Hypothesis Based on the literature review, develop a hypothesis that a plant-based diet positively affects athletic performance in high school athletes.

Step 3: Design the Study Design a study to test the hypothesis. Decide on the study population, sample size, and research methods. For this study, you could use a survey to collect data on dietary habits and athletic performance from a sample of high school athletes who follow a plant-based diet and a sample of high school athletes who do not follow a plant-based diet.

Step 4: Collect Data Distribute the survey to the selected sample and collect data on dietary habits and athletic performance.

Step 5: Analyze Data Use statistical analysis to compare the data from the two samples and determine if there is a significant difference in athletic performance between those who follow a plant-based diet and those who do not.

Step 6 : Interpret Results Interpret the results of the analysis in the context of the research question and hypothesis. Discuss any limitations or potential biases in the study design.

Step 7: Draw Conclusions Based on the results, draw conclusions about whether a plant-based diet has a significant effect on athletic performance in high school athletes. If the hypothesis is supported by the data, discuss potential implications and future research directions.

Step 8: Communicate Findings Communicate the findings of the study in a clear and concise manner. Use appropriate language, visuals, and formats to ensure that the findings are understood and valued.

Applications of Research Process

The research process has numerous applications across a wide range of fields and industries. Some examples of applications of the research process include:

• Scientific research: The research process is widely used in scientific research to investigate phenomena in the natural world and develop new theories or technologies. This includes fields such as biology, chemistry, physics, and environmental science.
• Social sciences : The research process is commonly used in social sciences to study human behavior, social structures, and institutions. This includes fields such as sociology, psychology, anthropology, and economics.
• Education: The research process is used in education to study learning processes, curriculum design, and teaching methodologies. This includes research on student achievement, teacher effectiveness, and educational policy.
• Healthcare: The research process is used in healthcare to investigate medical conditions, develop new treatments, and evaluate healthcare interventions. This includes fields such as medicine, nursing, and public health.
• Business and industry : The research process is used in business and industry to study consumer behavior, market trends, and develop new products or services. This includes market research, product development, and customer satisfaction research.
• Government and policy : The research process is used in government and policy to evaluate the effectiveness of policies and programs, and to inform policy decisions. This includes research on social welfare, crime prevention, and environmental policy.

Purpose of Research Process

The purpose of the research process is to systematically and scientifically investigate a problem or question in order to generate new knowledge or solve a problem. The research process enables researchers to:

• Identify gaps in existing knowledge: By conducting a thorough literature review, researchers can identify gaps in existing knowledge and develop research questions that address these gaps.
• Collect and analyze data : The research process provides a structured approach to collecting and analyzing data. Researchers can use a variety of research methods, including surveys, experiments, and interviews, to collect data that is valid and reliable.
• Test hypotheses : The research process allows researchers to test hypotheses and make evidence-based conclusions. Through the systematic analysis of data, researchers can draw conclusions about the relationships between variables and develop new theories or models.
• Solve problems: The research process can be used to solve practical problems and improve real-world outcomes. For example, researchers can develop interventions to address health or social problems, evaluate the effectiveness of policies or programs, and improve organizational processes.
• Generate new knowledge : The research process is a key way to generate new knowledge and advance understanding in a given field. By conducting rigorous and well-designed research, researchers can make significant contributions to their field and help to shape future research.

Tips for Research Process

Here are some tips for the research process:

• Start with a clear research question : A well-defined research question is the foundation of a successful research project. It should be specific, relevant, and achievable within the given time frame and resources.
• Conduct a thorough literature review: A comprehensive literature review will help you to identify gaps in existing knowledge, build on previous research, and avoid duplication. It will also provide a theoretical framework for your research.
• Choose appropriate research methods: Select research methods that are appropriate for your research question, objectives, and sample size. Ensure that your methods are valid, reliable, and ethical.
• Be organized and systematic: Keep detailed notes throughout the research process, including your research plan, methodology, data collection, and analysis. This will help you to stay organized and ensure that you don’t miss any important details.
• Analyze data rigorously: Use appropriate statistical and analytical techniques to analyze your data. Ensure that your analysis is valid, reliable, and transparent.
• I nterpret results carefully : Interpret your results in the context of your research question and objectives. Consider any limitations or potential biases in your research design, and be cautious in drawing conclusions.
• Communicate effectively: Communicate your research findings clearly and effectively to your target audience. Use appropriate language, visuals, and formats to ensure that your findings are understood and valued.
• Collaborate and seek feedback : Collaborate with other researchers, experts, or stakeholders in your field. Seek feedback on your research design, methods, and findings to ensure that they are relevant, meaningful, and impactful.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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Understanding Assignments

What this handout is about.

The first step in any successful college writing venture is reading the assignment. While this sounds like a simple task, it can be a tough one. This handout will help you unravel your assignment and begin to craft an effective response. Much of the following advice will involve translating typical assignment terms and practices into meaningful clues to the type of writing your instructor expects. See our short video for more tips.

Basic beginnings

Regardless of the assignment, department, or instructor, adopting these two habits will serve you well :

• Read the assignment carefully as soon as you receive it. Do not put this task off—reading the assignment at the beginning will save you time, stress, and problems later. An assignment can look pretty straightforward at first, particularly if the instructor has provided lots of information. That does not mean it will not take time and effort to complete; you may even have to learn a new skill to complete the assignment.
• Ask the instructor about anything you do not understand. Do not hesitate to approach your instructor. Instructors would prefer to set you straight before you hand the paper in. That’s also when you will find their feedback most useful.

Assignment formats

Many assignments follow a basic format. Assignments often begin with an overview of the topic, include a central verb or verbs that describe the task, and offer some additional suggestions, questions, or prompts to get you started.

An Overview of Some Kind

The instructor might set the stage with some general discussion of the subject of the assignment, introduce the topic, or remind you of something pertinent that you have discussed in class. For example:

“Throughout history, gerbils have played a key role in politics,” or “In the last few weeks of class, we have focused on the evening wear of the housefly …”

The Task of the Assignment

Pay attention; this part tells you what to do when you write the paper. Look for the key verb or verbs in the sentence. Words like analyze, summarize, or compare direct you to think about your topic in a certain way. Also pay attention to words such as how, what, when, where, and why; these words guide your attention toward specific information. (See the section in this handout titled “Key Terms” for more information.)

“Analyze the effect that gerbils had on the Russian Revolution”, or “Suggest an interpretation of housefly undergarments that differs from Darwin’s.”

Additional Material to Think about

Here you will find some questions to use as springboards as you begin to think about the topic. Instructors usually include these questions as suggestions rather than requirements. Do not feel compelled to answer every question unless the instructor asks you to do so. Pay attention to the order of the questions. Sometimes they suggest the thinking process your instructor imagines you will need to follow to begin thinking about the topic.

“You may wish to consider the differing views held by Communist gerbils vs. Monarchist gerbils, or Can there be such a thing as ‘the housefly garment industry’ or is it just a home-based craft?”

These are the instructor’s comments about writing expectations:

“Be concise”, “Write effectively”, or “Argue furiously.”

Technical Details

These instructions usually indicate format rules or guidelines.

“Your paper must be typed in Palatino font on gray paper and must not exceed 600 pages. It is due on the anniversary of Mao Tse-tung’s death.”

The assignment’s parts may not appear in exactly this order, and each part may be very long or really short. Nonetheless, being aware of this standard pattern can help you understand what your instructor wants you to do.

Interpreting the assignment

Ask yourself a few basic questions as you read and jot down the answers on the assignment sheet:

Why did your instructor ask you to do this particular task?

Who is your audience.

• What kind of evidence do you need to support your ideas?

What kind of writing style is acceptable?

• What are the absolute rules of the paper?

Try to look at the question from the point of view of the instructor. Recognize that your instructor has a reason for giving you this assignment and for giving it to you at a particular point in the semester. In every assignment, the instructor has a challenge for you. This challenge could be anything from demonstrating an ability to think clearly to demonstrating an ability to use the library. See the assignment not as a vague suggestion of what to do but as an opportunity to show that you can handle the course material as directed. Paper assignments give you more than a topic to discuss—they ask you to do something with the topic. Keep reminding yourself of that. Be careful to avoid the other extreme as well: do not read more into the assignment than what is there.

Of course, your instructor has given you an assignment so that he or she will be able to assess your understanding of the course material and give you an appropriate grade. But there is more to it than that. Your instructor has tried to design a learning experience of some kind. Your instructor wants you to think about something in a particular way for a particular reason. If you read the course description at the beginning of your syllabus, review the assigned readings, and consider the assignment itself, you may begin to see the plan, purpose, or approach to the subject matter that your instructor has created for you. If you still aren’t sure of the assignment’s goals, try asking the instructor. For help with this, see our handout on getting feedback .

Given your instructor’s efforts, it helps to answer the question: What is my purpose in completing this assignment? Is it to gather research from a variety of outside sources and present a coherent picture? Is it to take material I have been learning in class and apply it to a new situation? Is it to prove a point one way or another? Key words from the assignment can help you figure this out. Look for key terms in the form of active verbs that tell you what to do.

Key Terms: Finding Those Active Verbs

Here are some common key words and definitions to help you think about assignment terms:

Information words Ask you to demonstrate what you know about the subject, such as who, what, when, where, how, and why.

• define —give the subject’s meaning (according to someone or something). Sometimes you have to give more than one view on the subject’s meaning
• describe —provide details about the subject by answering question words (such as who, what, when, where, how, and why); you might also give details related to the five senses (what you see, hear, feel, taste, and smell)
• explain —give reasons why or examples of how something happened
• illustrate —give descriptive examples of the subject and show how each is connected with the subject
• summarize —briefly list the important ideas you learned about the subject
• trace —outline how something has changed or developed from an earlier time to its current form
• research —gather material from outside sources about the subject, often with the implication or requirement that you will analyze what you have found

Relation words Ask you to demonstrate how things are connected.

• compare —show how two or more things are similar (and, sometimes, different)
• contrast —show how two or more things are dissimilar
• apply—use details that you’ve been given to demonstrate how an idea, theory, or concept works in a particular situation
• cause —show how one event or series of events made something else happen
• relate —show or describe the connections between things

Interpretation words Ask you to defend ideas of your own about the subject. Do not see these words as requesting opinion alone (unless the assignment specifically says so), but as requiring opinion that is supported by concrete evidence. Remember examples, principles, definitions, or concepts from class or research and use them in your interpretation.

• assess —summarize your opinion of the subject and measure it against something
• prove, justify —give reasons or examples to demonstrate how or why something is the truth
• evaluate, respond —state your opinion of the subject as good, bad, or some combination of the two, with examples and reasons
• support —give reasons or evidence for something you believe (be sure to state clearly what it is that you believe)
• synthesize —put two or more things together that have not been put together in class or in your readings before; do not just summarize one and then the other and say that they are similar or different—you must provide a reason for putting them together that runs all the way through the paper
• analyze —determine how individual parts create or relate to the whole, figure out how something works, what it might mean, or why it is important
• argue —take a side and defend it with evidence against the other side

More Clues to Your Purpose As you read the assignment, think about what the teacher does in class:

• What kinds of textbooks or coursepack did your instructor choose for the course—ones that provide background information, explain theories or perspectives, or argue a point of view?
• In lecture, does your instructor ask your opinion, try to prove her point of view, or use keywords that show up again in the assignment?
• What kinds of assignments are typical in this discipline? Social science classes often expect more research. Humanities classes thrive on interpretation and analysis.
• How do the assignments, readings, and lectures work together in the course? Instructors spend time designing courses, sometimes even arguing with their peers about the most effective course materials. Figuring out the overall design to the course will help you understand what each assignment is meant to achieve.

Now, what about your reader? Most undergraduates think of their audience as the instructor. True, your instructor is a good person to keep in mind as you write. But for the purposes of a good paper, think of your audience as someone like your roommate: smart enough to understand a clear, logical argument, but not someone who already knows exactly what is going on in your particular paper. Remember, even if the instructor knows everything there is to know about your paper topic, he or she still has to read your paper and assess your understanding. In other words, teach the material to your reader.

Aiming a paper at your audience happens in two ways: you make decisions about the tone and the level of information you want to convey.

• Tone means the “voice” of your paper. Should you be chatty, formal, or objective? Usually you will find some happy medium—you do not want to alienate your reader by sounding condescending or superior, but you do not want to, um, like, totally wig on the man, you know? Eschew ostentatious erudition: some students think the way to sound academic is to use big words. Be careful—you can sound ridiculous, especially if you use the wrong big words.
• The level of information you use depends on who you think your audience is. If you imagine your audience as your instructor and she already knows everything you have to say, you may find yourself leaving out key information that can cause your argument to be unconvincing and illogical. But you do not have to explain every single word or issue. If you are telling your roommate what happened on your favorite science fiction TV show last night, you do not say, “First a dark-haired white man of average height, wearing a suit and carrying a flashlight, walked into the room. Then a purple alien with fifteen arms and at least three eyes turned around. Then the man smiled slightly. In the background, you could hear a clock ticking. The room was fairly dark and had at least two windows that I saw.” You also do not say, “This guy found some aliens. The end.” Find some balance of useful details that support your main point.

You’ll find a much more detailed discussion of these concepts in our handout on audience .

The Grim Truth

With a few exceptions (including some lab and ethnography reports), you are probably being asked to make an argument. You must convince your audience. It is easy to forget this aim when you are researching and writing; as you become involved in your subject matter, you may become enmeshed in the details and focus on learning or simply telling the information you have found. You need to do more than just repeat what you have read. Your writing should have a point, and you should be able to say it in a sentence. Sometimes instructors call this sentence a “thesis” or a “claim.”

So, if your instructor tells you to write about some aspect of oral hygiene, you do not want to just list: “First, you brush your teeth with a soft brush and some peanut butter. Then, you floss with unwaxed, bologna-flavored string. Finally, gargle with bourbon.” Instead, you could say, “Of all the oral cleaning methods, sandblasting removes the most plaque. Therefore it should be recommended by the American Dental Association.” Or, “From an aesthetic perspective, moldy teeth can be quite charming. However, their joys are short-lived.”

Convincing the reader of your argument is the goal of academic writing. It doesn’t have to say “argument” anywhere in the assignment for you to need one. Look at the assignment and think about what kind of argument you could make about it instead of just seeing it as a checklist of information you have to present. For help with understanding the role of argument in academic writing, see our handout on argument .

What kind of evidence do you need?

There are many kinds of evidence, and what type of evidence will work for your assignment can depend on several factors–the discipline, the parameters of the assignment, and your instructor’s preference. Should you use statistics? Historical examples? Do you need to conduct your own experiment? Can you rely on personal experience? See our handout on evidence for suggestions on how to use evidence appropriately.

Make sure you are clear about this part of the assignment, because your use of evidence will be crucial in writing a successful paper. You are not just learning how to argue; you are learning how to argue with specific types of materials and ideas. Ask your instructor what counts as acceptable evidence. You can also ask a librarian for help. No matter what kind of evidence you use, be sure to cite it correctly—see the UNC Libraries citation tutorial .

You cannot always tell from the assignment just what sort of writing style your instructor expects. The instructor may be really laid back in class but still expect you to sound formal in writing. Or the instructor may be fairly formal in class and ask you to write a reflection paper where you need to use “I” and speak from your own experience.

Try to avoid false associations of a particular field with a style (“art historians like wacky creativity,” or “political scientists are boring and just give facts”) and look instead to the types of readings you have been given in class. No one expects you to write like Plato—just use the readings as a guide for what is standard or preferable to your instructor. When in doubt, ask your instructor about the level of formality she or he expects.

No matter what field you are writing for or what facts you are including, if you do not write so that your reader can understand your main idea, you have wasted your time. So make clarity your main goal. For specific help with style, see our handout on style .

Technical details about the assignment

The technical information you are given in an assignment always seems like the easy part. This section can actually give you lots of little hints about approaching the task. Find out if elements such as page length and citation format (see the UNC Libraries citation tutorial ) are negotiable. Some professors do not have strong preferences as long as you are consistent and fully answer the assignment. Some professors are very specific and will deduct big points for deviations.

Usually, the page length tells you something important: The instructor thinks the size of the paper is appropriate to the assignment’s parameters. In plain English, your instructor is telling you how many pages it should take for you to answer the question as fully as you are expected to. So if an assignment is two pages long, you cannot pad your paper with examples or reword your main idea several times. Hit your one point early, defend it with the clearest example, and finish quickly. If an assignment is ten pages long, you can be more complex in your main points and examples—and if you can only produce five pages for that assignment, you need to see someone for help—as soon as possible.

Tricks that don’t work

Your instructors are not fooled when you:

• spend more time on the cover page than the essay —graphics, cool binders, and cute titles are no replacement for a well-written paper.
• use huge fonts, wide margins, or extra spacing to pad the page length —these tricks are immediately obvious to the eye. Most instructors use the same word processor you do. They know what’s possible. Such tactics are especially damning when the instructor has a stack of 60 papers to grade and yours is the only one that low-flying airplane pilots could read.
• use a paper from another class that covered “sort of similar” material . Again, the instructor has a particular task for you to fulfill in the assignment that usually relates to course material and lectures. Your other paper may not cover this material, and turning in the same paper for more than one course may constitute an Honor Code violation . Ask the instructor—it can’t hurt.
• get all wacky and “creative” before you answer the question . Showing that you are able to think beyond the boundaries of a simple assignment can be good, but you must do what the assignment calls for first. Again, check with your instructor. A humorous tone can be refreshing for someone grading a stack of papers, but it will not get you a good grade if you have not fulfilled the task.

Critical reading of assignments leads to skills in other types of reading and writing. If you get good at figuring out what the real goals of assignments are, you are going to be better at understanding the goals of all of your classes and fields of study.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

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What the trans care recommendations from the NHS England report mean

The report calls for more research on puberty blockers and hormone therapies.

A new report commissioned by the National Health Service England advocates for further research on gender-affirming care for transgender youth and young adults.

Dr. Hillary Cass, a former president of the Royal College of Paediatrics and Child Health, was appointed by NHS England and NHS Improvement to chair the Independent Review of Gender Identity Services in 2020 amid a rise in referrals to NHS' gender services. Upon review, she advises "extreme caution" for the use of hormone therapies.

"It is absolutely right that children and young people, who may be dealing with a complex range of issues around their gender identity, get the best possible support and expertise throughout their care," Cass states in the report.

Around 2022, about 5,000 adolescents and children were referred to the NHS' gender services. The report estimated that roughly 20% of children and young people seen by the Gender Identity Development Service (GIDS) enter a hormone pathway -- roughly 1,000 people under 18 in England.

Following four years of data analysis, Cass concluded that "while a considerable amount of research has been published in this field, systematic evidence reviews demonstrated the poor quality of the published studies, meaning there is not a reliable evidence base upon which to make clinical decisions, or for children and their families to make informed choices."

Cass continued: "The strengths and weaknesses of the evidence base on the care of children and young people are often misrepresented and overstated, both in scientific publications and social debate," read the report.

Among her recommendations, she urged the NHS to increase the available workforce in this field, to work on setting up more regional outlets for care, increase investment in research on this care, and improve the quality of care to meet international guidelines.

Cass' review comes as the NHS continues to expand its children and young people's gender identity services across the country. The NHS has recently opened new children and young people's gender services based in London and the Northwest.

NHS England, the country's universal healthcare system, said the report is expected to guide and shape its use of gender affirming care in children and potentially impact youth patients in England accessing gender-affirming care.

MORE: Lawsuit filed by families against Ohio trans care ban legislation

The debate over transgender youth care.

In an interview with The Guardian , Cass stated that her findings are not intended to undermine the validity of trans identities or challenge young people's right to transition but to improve the care they are receiving.

"We've let them down because the research isn't good enough and we haven't got good data," Cass told the news outlet. "The toxicity of the debate is perpetuated by adults, and that itself is unfair to the children who are caught in the middle of it. The children are being used as a football and this is a group that we should be showing more compassion to."

In the report, Cass argued that the knowledge and expertise of "experienced clinicians who have reached different conclusions about the best approach to care" has been "dismissed and invalidated" amid arguments concerning transgender care in youth.

Cass did not immediately respond to ABC News' request for comment.

Recommendations for trans youth care

Cass is calling for more thorough research that looks at the "characteristics, interventions and outcomes" of NHS gender service patients concerning puberty blockers and hormone therapy, particularly among children and adolescents.

The report's recommendations also urge caregivers to take an approach to care that considers young patients "holistically and not solely in terms of their gender-related distress."

The report notes that identity exploration is "a completely natural process during childhood and adolescence."

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Cass recommends that pre-pubertal children and their families have early discussions about how parents can best support their child "in a balanced and non-judgemental way," which may include "psychological and psychopharmacological treatments" to manage distress associated with gender incongruence and co-occurring conditions.

In past interviews, U.S. physicians told ABC News , that patients, their physicians and their families often engage in a lengthy process of building a customized and individualized approach to care, meaning not every patient will receive any or every type of gender-affirming medical care option.

Cass' report states that evidence particularly for puberty blockers in children and adolescents is "weak" regarding the impact on "gender dysphoria, mental or psychosocial health. The effect on cognitive and psychosexual development remains unknown."

The NHS has said it will halt routine use of puberty blockers as it prepares for a study into the practice later this year.

MORE: Amid anti-LGBTQ efforts, transgender community finds joy in 'chosen families'

According to the Endocrine Society puberty blockers, as opposed to hormone therapy, temporarily pause puberty so patients have more time to explore their gender identity.

The report also recommends "extreme caution" for transgender youth from age 16 who take more permanent hormone therapies.

"There should be a clear clinical rationale for providing hormones at this stage rather than waiting until an individual reaches 18," the report's recommendations state.

Hormone therapy, according to the Endocrine Society , triggers physical changes like hair growth, muscle development, body fat and more, that can help better align the body with a person's gender identity. It's not unusual for patients to stop hormone therapy and decide that they have transitioned as far as they wish, physicians have told ABC News.

Cass' report asserts that there are many unknowns about the use of both puberty blockers and hormones for minors, "despite their longstanding use in the adult transgender population."

"The lack of long-term follow-up data on those commencing treatment at an earlier age means we have inadequate information about the range of outcomes for this group," the report states.

Cass recommends that NHS England facilities have procedures in place to follow up with 17 to 25-year-old patients "to ensure continuity of care and support at a potentially vulnerable stage in their journey," as well as allow for further data and research on transgender minors through the years.

Several British medical organizations, including British Psychological Society and the Royal College of Paediatrics and Child Health, commended the report's recommendations to expand the workforce and invest in further research to allow young people to make better informed decisions.

“Dr Cass and her team have produced a thought-provoking, detailed and wide-ranging list of recommendations, which will have implications for all professionals working with gender-questioning children and young people," said Dr Roman Raczka, of the British Psychological Society. "It will take time to carefully review and respond to the whole report, but I am sure that psychology, as a profession, will reflect and learn lessons from the review, its findings and recommendations."

Some groups expressed fears that the report will be misused by anti-transgender groups.

"All children have the right to access specialist effective care on time and must be afforded the privacy to make decisions that are appropriate for them in consultation with a specialist," said human rights group Amnesty International. "This review is being weaponised by people who revel in spreading disinformation and myths about healthcare for trans young people."

Transgender care for people under 18 has been a source of contention in both the United States and the United Kingdom. Legislation is being pushed across the U.S. by many Republican legislators focused on banning all medical care options like puberty blockers and hormone therapies for minors. Some argue that gender-affirming care is unsafe for youth, or that they should wait until they're older.

Gender-affirming medical does come with risks, according to the Endocrine Society , including impacts to bone mineral density, cholesterol levels, and blood clot risks. However, physicians have told ABC News that all medications, surgeries or vaccines come with some kind of risk.

Major national medical associations in the U.S., including the American Academy of Pediatrics, the American Medical Association, the American Academy of Child and Adolescent Psychiatry, and more than 20 others have argued that gender-affirming care is safe, effective, beneficial, and medically necessary.

The first-of-its-kind gender care clinic at Johns Hopkins Hospital in Maryland opened in the 1960s, using similar procedures still used today.

Some studies have shown that some gender-affirming options can have positive impacts on the mental health of transgender patients, who may experience gender-related stress.

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What is Eid al-Fitr? 6 questions about the holiday and how Muslims celebrate it, answered

By Ken Chitwood

Updated on: April 9, 2024 / 8:03 AM EDT / The Conversation

Ken Chitwood  is a senior research fellow, Muslim Philanthropy Initiative at Indiana University–Purdue University Indianapolis and journalist-fellow at the Dornsife Center for Religion and Civic Culture at the  University of Southern California Dornsife College of Letters, Arts and Sciences .

Eid al-Fitr, one of Islam's principal festivals, will be celebrated April 9, 2024, according to the Fiqh Council of North America . At the middle of June, Muslims will celebrate Eid al-Adha. Ken Chitwood, a scholar of global Islam, explains the two Islamic festivals.

1. What is Eid?

Eid literally means a "festival" or "feast" in Arabic. There are two major eids in the Islamic calendar per year – Eid al-Fitr earlier in the year and Eid al-Adha later.

Eid al-Fitr is a three-day-long festival and is known as the "Lesser" or "Smaller Eid" when compared to Eid al-Adha, which is four days long and is known as the "Greater Eid."

2. Why is Eid celebrated twice a year?

The two Eids recognize, celebrate and recall two distinct events that are significant to the story of Islam.

Eid al-Fitr means "the feast of breaking the fast." The fast, in this instance, is Ramadan , which recalls the revealing of the Quran to Prophet Muhammad and requires Muslims to fast from sunrise to sundown for a month.

3. How do Muslims celebrate Eid al-Fitr?

Eid al-Fitr features two to three days of celebrations that include special morning prayers. People greet each other with "Eid Mubarak," meaning "Blessed Eid" and with formal embraces. Sweet dishes are prepared at home and gifts are given to children and to those in need. In addition, Muslims are encouraged to forgive and seek forgiveness. Practices vary from country to country.

In many countries with large Muslim populations, Eid al-Fitr is a national holiday. Schools, offices and businesses are closed so family, friends and neighbors can enjoy the celebrations together. In the U.S. and the U.K., Muslims may request to have the day off from school or work to travel or celebrate with family and friends.

In countries like Egypt and Pakistan, Muslims decorate their homes with lanterns, twinkling lights or flowers. Special food is prepared and friends and family are invited over to celebrate.

In places like Jordan, with its Muslim majority population, the days before Eid al-Fitr can see a rush at local malls and special "Ramadan markets" as people prepare to exchange gifts on Eid al-Fitr.

In Turkey and in places that were once part of the Ottoman-Turkish empire such as Bosnia and Herzegovina, Albania, Azerbaijan and the Caucasus, it is also known as the, "Lesser Bayram" or "festival" in Turkish.

4. How do Muslims celebrate Eid al-Adha?

The other festival, Eid al-Adha, is the "feast of the sacrifice." It comes at the end of the Hajj , an annual pilgrimage by millions of Muslims to the holy city of Mecca in Saudi Arabia that is obligatory once in a lifetime, but only for those with means.

Eid al-Adha recalls the story of how God commanded Ibrahim to sacrifice his son Ismail as a test of faith. The story, as narrated in the Quran, describes Satan's attempt to tempt Ibrahim so he would disobey God's command. Ibrahim, however, remains unmoved and informs Ismail, who is willing to be sacrificed.

But, just as Ibrahim attempts to kill his son, God intervenes and a ram is sacrificed in place of Ismail. During Eid al-Adha, Muslims slaughter an animal to remember Ibrahim's sacrifice and remind themselves of the need to submit to the will of God.

5. When are they celebrated?

Eid al-Fitr is celebrated on the first day of the 10th month in the Islamic calendar.

Eid al-Adha is celebrated on the 10th day of the final month in the Islamic calendar.

The Islamic calendar is a lunar calendar, and dates are calculated based on lunar phases. Since the Islamic calendar year is shorter than the solar Gregorian calendar year by 10 to 12 days, the dates for Ramadan and Eid on the Gregorian calendar can vary year by year.

6. What is the spiritual meaning of Eid al-Fitr?

Eid al-Fitr, as it follows the fasting of Ramadan, is also seen as a spiritual celebration of Allah's provision of strength and endurance.

Amid the reflection and rejoicing, Eid al-Fitr is a time for charity, known as Zakat al-Fitr. Eid is meant to be a time of joy and blessing for the entire Muslim community and a time for distributing one's wealth.

Charity to the poor is a highly emphasized value in Islam. The Quran says ,

"Believe in Allah and his messenger, and give charity out of the (substance) that Allah has made you heirs of. For those of you who believe and give charity – for them is a great reward."

This piece incorporates materials from an article first published on Aug. 28, 2017. The dates have been updated. This article is republished from The Conversation under a Creative Commons license.

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• Knowledge Base
• Starting the research process
• Research Objectives | Definition & Examples

Research Objectives | Definition & Examples

Published on July 12, 2022 by Eoghan Ryan . Revised on November 20, 2023.

Research objectives describe what your research is trying to achieve and explain why you are pursuing it. They summarize the approach and purpose of your project and help to focus your research.

Your objectives should appear in the introduction of your research paper , at the end of your problem statement . They should:

• Establish the scope and depth of your project
• Contribute to your research design
• Indicate how your project will contribute to existing knowledge

Table of contents

What is a research objective, why are research objectives important, how to write research aims and objectives, smart research objectives, other interesting articles, frequently asked questions about research objectives.

Research objectives describe what your research project intends to accomplish. They should guide every step of the research process , including how you collect data , build your argument , and develop your conclusions .

Your research objectives may evolve slightly as your research progresses, but they should always line up with the research carried out and the actual content of your paper.

Research aims

A distinction is often made between research objectives and research aims.

A research aim typically refers to a broad statement indicating the general purpose of your research project. It should appear at the end of your problem statement, before your research objectives.

Your research objectives are more specific than your research aim and indicate the particular focus and approach of your project. Though you will only have one research aim, you will likely have several research objectives.

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Research objectives are important because they:

• Establish the scope and depth of your project: This helps you avoid unnecessary research. It also means that your research methods and conclusions can easily be evaluated .
• Contribute to your research design: When you know what your objectives are, you have a clearer idea of what methods are most appropriate for your research.
• Indicate how your project will contribute to extant research: They allow you to display your knowledge of up-to-date research, employ or build on current research methods, and attempt to contribute to recent debates.

Once you’ve established a research problem you want to address, you need to decide how you will address it. This is where your research aim and objectives come in.

Step 1: Decide on a general aim

Your research aim should reflect your research problem and should be relatively broad.

Step 2: Decide on specific objectives

Break down your aim into a limited number of steps that will help you resolve your research problem. What specific aspects of the problem do you want to examine or understand?

Step 3: Formulate your aims and objectives

Once you’ve established your research aim and objectives, you need to explain them clearly and concisely to the reader.

You’ll lay out your aims and objectives at the end of your problem statement, which appears in your introduction. Frame them as clear declarative statements, and use appropriate verbs to accurately characterize the work that you will carry out.

The acronym “SMART” is commonly used in relation to research objectives. It states that your objectives should be:

• Specific: Make sure your objectives aren’t overly vague. Your research needs to be clearly defined in order to get useful results.
• Measurable: Know how you’ll measure whether your objectives have been achieved.
• Achievable: Your objectives may be challenging, but they should be feasible. Make sure that relevant groundwork has been done on your topic or that relevant primary or secondary sources exist. Also ensure that you have access to relevant research facilities (labs, library resources , research databases , etc.).
• Relevant: Make sure that they directly address the research problem you want to work on and that they contribute to the current state of research in your field.
• Time-based: Set clear deadlines for objectives to ensure that the project stays on track.

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If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.

Methodology

• Sampling methods
• Simple random sampling
• Stratified sampling
• Cluster sampling
• Likert scales
• Reproducibility

 Statistics

• Null hypothesis
• Statistical power
• Probability distribution
• Effect size
• Poisson distribution

Research bias

• Optimism bias
• Cognitive bias
• Implicit bias
• Hawthorne effect
• Anchoring bias
• Explicit bias

Research objectives describe what you intend your research project to accomplish.

They summarize the approach and purpose of the project and help to focus your research.

Your objectives should appear in the introduction of your research paper , at the end of your problem statement .

Your research objectives indicate how you’ll try to address your research problem and should be specific:

Once you’ve decided on your research objectives , you need to explain them in your paper, at the end of your problem statement .

Keep your research objectives clear and concise, and use appropriate verbs to accurately convey the work that you will carry out for each one.

I will compare …

A research aim is a broad statement indicating the general purpose of your research project. It should appear in your introduction at the end of your problem statement , before your research objectives.

Research objectives are more specific than your research aim. They indicate the specific ways you’ll address the overarching aim.

Scope of research is determined at the beginning of your research process , prior to the data collection stage. Sometimes called “scope of study,” your scope delineates what will and will not be covered in your project. It helps you focus your work and your time, ensuring that you’ll be able to achieve your goals and outcomes.

Defining a scope can be very useful in any research project, from a research proposal to a thesis or dissertation . A scope is needed for all types of research: quantitative , qualitative , and mixed methods .

To define your scope of research, consider the following:

• Budget constraints or any specifics of grant funding
• Your proposed timeline and duration
• Specifics about your population of study, your proposed sample size , and the research methodology you’ll pursue
• Any inclusion and exclusion criteria
• Any anticipated control , extraneous , or confounding variables that could bias your research if not accounted for properly.

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April 15, 2024

Defense award launches Purdue project to strengthen cyber-physical systems

WEST LAFAYETTE, Ind. — Hiccups and failures of consumer cyber-physical systems like smart gadgets and appliances are inconvenient and annoying. But in mission-critical applications for the Department of Defense, any system weakness or flaw could have serious consequences, such as disruption, damage or even loss of life.

To help mitigate the problem, a group of Purdue University researchers has launched a multidisciplinary project to model, simulate and analyze cyber-physical systems (CPS), with the goal of rendering such systems more robust and making analysis of the systems more scalable and effective. Code named FIREFLY, the multiphase $6.5 million project is sponsored by the Defense Advanced Research Projects Agency under its FIRE program (Faithful Integrated Reverse-engineering and Exploitation). 

A technically intriguing aspect of the research is that, for a CPS with multiple cyber and physical components, the individual components may not appear faulty or vulnerable. But when the components start to interact, weaknesses or vulnerabilities may occur in unexpected ways: “When it comes to the security of system components and of the overall system, one-plus-one may be less than two. And we are particularly interested in exposing and analyzing such system-of-systems weaknesses,” says Dongyan Xu, the Samuel Conte Professor of Computer Science and the principal investigator of the FIREFLY project. 

Read more about the research at the Purdue Office of Research website.  

Media are encouraged to share, post and publish this content.  

Media contact: Amy Raley, [email protected]  

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What the U.K.’s explosive Cass Review means for gender medicine in the U.S.

The report is a gauntlet thrown down to the biden administration and organizations supporting controversial treatments for children.

By Valerie Hudson

A 388-page bomb just dropped in the U.K., and reverberations will be felt around the world. The long-awaited final Cass Review — commissioned by the National Health Service on gender-related medical treatment — has just been published. Dr. Hilary Cass, the author of this independent review, is one of Britain’s preeminent pediatricians and formerly the president of the Royal College of Paediatrics and Child Health.

The Cass Review is painstaking in its detail and comprehensive in its scope. Its findings have already caused the U.K.’s Council for Psychotherapy to cease its advocacy for an uncritically affirming stance for those with gender dysphoria. In anticipation of the final report, last month the U.K. banned the NHS from providing puberty blockers, cross-sex hormones or surgery to minors. A law prohibiting private clinics from offering these practices is also in the works.

What does the Cass Review say?

Overall, it finds the evidence for the use of puberty blockers and cross-sex hormones as treatment for gender dysphoria to be quite weak.

With regard to puberty blockers, the review “found no evidence that puberty blockers improve body image or dysphoria, and very limited evidence for positive mental health outcomes, which without a control group could be due to placebo effect or concomitant psychological support.”

Additionally, the use of puberty blockers was not only associated with significant loss in bone density, but the review found evidence that “brain maturation may be temporarily or permanently disrupted by the use of puberty blockers, which could have a significant impact on the young person’s ability to make complex risk-laden decisions, as well as having possible longer-term neuropsychological consequences.”

The effects of puberty blockers may not, then, be reversible. In fact, the review notes, “given that the vast majority of young people started on puberty blockers proceed from puberty blockers to masculinising/ feminising hormones, there is no evidence that puberty blockers buy time to think, and some concern that they may change the trajectory of psychosexual and gender identity development.”

With regard to the use of cross-sex hormones, similar conclusions are reached: “There is a lack of high-quality research assessing the outcomes of hormone interventions in adolescents with gender dysphoria/incongruence, and few studies that undertake long-term follow up. No conclusions can be drawn about the effect on gender dysphoria, body satisfaction, psychosocial health, cognitive development, or fertility. Uncertainty remains about the outcomes for height/growth, cardiometabolic and bone health.”

Noting the lack of evidence as to benefits and harms, the author concludes that it is unethical to prescribe these medications to anyone under the age of 18, and possibly unethical to prescribe them to anyone younger than their mid-20s, when full executive reasoning has been achieved.

Proponents of gender-altering medical treatment have argued that treatment lowers the risk of suicide among gender dysphoric young people but Cass does not find this to be the case. The report says: “[I]t is well established that children and young people with gender dysphoria are at increased risk of suicide, but suicide risk appears to be comparable to other young people with a similar range of mental health and psychosocial challenges. Some clinicians feel under pressure to support a medical pathway based on widespread reporting that gender-affirming treatment reduces suicide risk. This conclusion was not supported by the systematic review. In summary, the evidence does not adequately support the claim that gender-affirming treatment reduces suicide risk.”

Given no real evidence of any improvement with use of puberty blockers and cross-sex hormones in gender dysphoric children, and given the clear gaps in the research literature, the review concludes that there can be no informed consent on the part of either parents or patients to this treatment. Without the possibility of informed consent, it is patently unethical for doctors to prescribe such treatments.

The Cass Review also weighs in on the issue of social transition, which has been a source of conflict between schools and parents in the U.K.

While U.K. schools are prepared to socially transition a child — and to do so without informing parents — the Cass Review asserts that social transition is consequential, especially for younger children. The review notes, “sex of rearing seems to have some influence on eventual gender outcome, and it is possible that social transition in childhood may change the trajectory of gender identity development for children with early gender incongruence. For this reason, a more cautious approach needs to be taken for children than for adolescents.” For this reason, the U.K. government has recently issued guidance to stop schools from socially transitioning children.

The concept of “conversion therapy” also needs to be rethought, according to the Cass Review. Given the significantly higher rate of mental health comorbidities of gender dysphoric children compared to controls, it is important that mental health professionals be allowed to investigate whether a child’s gender dysphoria may be relieved through psychological interventions. Proposed bans on “conversion therapy” might stifle such needed therapy.

Furthermore, the review insists that detransitioning support also be provided by the NHS since, according to Cass, the number of detransitioners appears to be increasing.

All in all, the Cass Review is an important achievement. It will be the foundation for an almost 180-degree turn in how the National Health Service treats gender dysphoric children. It is also a massive repudiation of the care guidelines put forward by WPATH, the World Professional Association of Transgender Healthcare. The guidelines have been unjustifiably influential given their “lack [of] developmental rigour,” as the review politely puts it.

But the report represents more, at least to Americans. It is a gauntlet thrown down to U.S. professional organizations, such as the American Medical Association, the American Academy of Pediatrics and the American Psychological Association, all of which have uncritically adopted the clearly unethical WPATH approach. It is also a gauntlet thrown down to the Biden administration, which has followed suit.

With the publication of the Cass Review, American institutions must rethink their approach to the treatment of gender dysphoric children. That approach is now clearly seen to be wrong, and can no longer be ethically justified.

I’m planning on mailing a copy of the review to the U.S. Department of Health and Human Services, care of Dr. Rachel Levine.

Valerie M. Hudson is a university distinguished professor at the Bush School of Government and Public Service at Texas A&M University and a Deseret News contributor. Her views are her own.

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Online Guide to Writing and Research

The research process, explore more of umgc.

• Online Guide to Writing

The Research Assignment

Why perform research.

When you engage in research, you build valuable critical skills that serve you in other areas of your daily life. You learn to ask probing and thoughtful questions, gather and interpret data, read critically, form intelligent opinions, and manage and understand conflicting information. In addition, when you write about your discoveries, your voice is then added to a scholarly community that you are now a part of.    

Professors assign academic research papers to give you experience in

finding and understanding data and information

formulating informed opinions through the study of what you found researching

adding your voice to the academic conversation of other writers and scholars in your field

learning how others in your field use primary and secondary resources  

Key Takeaways

The purpose of a research paper is to show a student how to enter the stream of discourse within an academic community.

Research papers also give you experience in manipulating raw data and information, formulating informed opinions, and learning how others in your field use primary and secondary resources. 

Mailing Address: 3501 University Blvd. East, Adelphi, MD 20783 This work is licensed under a  Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License . © 2022 UMGC. All links to external sites were verified at the time of publication. UMGC is not responsible for the validity or integrity of information located at external sites.

Table of Contents: Online Guide to Writing

Chapter 1: College Writing

How Does College Writing Differ from Workplace Writing?

What Is College Writing?

Why So Much Emphasis on Writing?

Chapter 2: The Writing Process

Doing Exploratory Research

Getting from Notes to Your Draft

Introduction

Prewriting - Techniques to Get Started - Mining Your Intuition

Prewriting: Targeting Your Audience

Prewriting: Techniques to Get Started

Prewriting: Understanding Your Assignment

Rewriting: Being Your Own Critic

Rewriting: Creating a Revision Strategy

Rewriting: Getting Feedback

Rewriting: The Final Draft

Techniques to Get Started - Outlining

Techniques to Get Started - Using Systematic Techniques

Thesis Statement and Controlling Idea

Writing: Getting from Notes to Your Draft - Freewriting

Writing: Getting from Notes to Your Draft - Summarizing Your Ideas

Writing: Outlining What You Will Write

Chapter 3: Thinking Strategies

A Word About Style, Voice, and Tone

A Word About Style, Voice, and Tone: Style Through Vocabulary and Diction

Critical Strategies and Writing

Critical Strategies and Writing: Analysis

Critical Strategies and Writing: Evaluation

Critical Strategies and Writing: Persuasion

Critical Strategies and Writing: Synthesis

Developing a Paper Using Strategies

Kinds of Assignments You Will Write

Patterns for Presenting Information

Patterns for Presenting Information: Critiques

Patterns for Presenting Information: Discussing Raw Data

Patterns for Presenting Information: General-to-Specific Pattern

Patterns for Presenting Information: Problem-Cause-Solution Pattern

Patterns for Presenting Information: Specific-to-General Pattern

Patterns for Presenting Information: Summaries and Abstracts

Supporting with Research and Examples

Writing Essay Examinations

Writing Essay Examinations: Make Your Answer Relevant and Complete

Writing Essay Examinations: Organize Thinking Before Writing

Writing Essay Examinations: Read and Understand the Question

Chapter 4: The Research Process

Planning and Writing a Research Paper

Planning and Writing a Research Paper: Ask a Research Question

Planning and Writing a Research Paper: Cite Sources

Planning and Writing a Research Paper: Collect Evidence

Planning and Writing a Research Paper: Decide Your Point of View, or Role, for Your Research

Planning and Writing a Research Paper: Draw Conclusions

Planning and Writing a Research Paper: Find a Topic and Get an Overview

Planning and Writing a Research Paper: Manage Your Resources

Planning and Writing a Research Paper: Outline

Planning and Writing a Research Paper: Survey the Literature

Planning and Writing a Research Paper: Work Your Sources into Your Research Writing

Research Resources: Where Are Research Resources Found? - Human Resources

Research Resources: What Are Research Resources?

Research Resources: Where Are Research Resources Found?

Research Resources: Where Are Research Resources Found? - Electronic Resources

Research Resources: Where Are Research Resources Found? - Print Resources

Structuring the Research Paper: Formal Research Structure

Structuring the Research Paper: Informal Research Structure

The Nature of Research

The Research Assignment: How Should Research Sources Be Evaluated?

The Research Assignment: When Is Research Needed?

The Research Assignment: Why Perform Research?

Chapter 5: Academic Integrity

Academic Integrity

Giving Credit to Sources

Giving Credit to Sources: Copyright Laws

Giving Credit to Sources: Documentation

Giving Credit to Sources: Style Guides

Integrating Sources

Practicing Academic Integrity

Practicing Academic Integrity: Keeping Accurate Records

Practicing Academic Integrity: Managing Source Material

Practicing Academic Integrity: Managing Source Material - Paraphrasing Your Source

Practicing Academic Integrity: Managing Source Material - Quoting Your Source

Practicing Academic Integrity: Managing Source Material - Summarizing Your Sources

Types of Documentation

Types of Documentation: Bibliographies and Source Lists

Types of Documentation: Citing World Wide Web Sources

Types of Documentation: In-Text or Parenthetical Citations

Types of Documentation: In-Text or Parenthetical Citations - APA Style

Types of Documentation: In-Text or Parenthetical Citations - CSE/CBE Style

Types of Documentation: In-Text or Parenthetical Citations - Chicago Style

Types of Documentation: In-Text or Parenthetical Citations - MLA Style

Types of Documentation: Note Citations

Chapter 6: Using Library Resources

Finding Library Resources

Chapter 7: Assessing Your Writing

How Is Writing Graded?

How Is Writing Graded?: A General Assessment Tool

The Draft Stage

The Draft Stage: The First Draft

The Draft Stage: The Revision Process and the Final Draft

The Draft Stage: Using Feedback

The Research Stage

Using Assessment to Improve Your Writing

Chapter 8: Other Frequently Assigned Papers

Reviews and Reaction Papers: Article and Book Reviews

Reviews and Reaction Papers: Reaction Papers

Writing Arguments

Writing Arguments: Adapting the Argument Structure

Writing Arguments: Purposes of Argument

Writing Arguments: References to Consult for Writing Arguments

Writing Arguments: Steps to Writing an Argument - Anticipate Active Opposition

Writing Arguments: Steps to Writing an Argument - Determine Your Organization

Writing Arguments: Steps to Writing an Argument - Develop Your Argument

Writing Arguments: Steps to Writing an Argument - Introduce Your Argument

Writing Arguments: Steps to Writing an Argument - State Your Thesis or Proposition

Writing Arguments: Steps to Writing an Argument - Write Your Conclusion

Writing Arguments: Types of Argument

Appendix A: Books to Help Improve Your Writing

Dictionaries

General Style Manuals

Researching on the Internet

Special Style Manuals

Writing Handbooks

Appendix B: Collaborative Writing and Peer Reviewing

Collaborative Writing: Assignments to Accompany the Group Project

Collaborative Writing: Informal Progress Report

Collaborative Writing: Issues to Resolve

Collaborative Writing: Methodology

Collaborative Writing: Peer Evaluation

Collaborative Writing: Tasks of Collaborative Writing Group Members

Collaborative Writing: Writing Plan

General Introduction

Peer Reviewing

Appendix C: Developing an Improvement Plan

Working with Your Instructor’s Comments and Grades

Appendix D: Writing Plan and Project Schedule

Devising a Writing Project Plan and Schedule

Reviewing Your Plan with Others

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Ford Road project would mean no left turns

Making a left-hand turn on Ford Road in Canton can be a dicey proposition, but a plan to turn a busy section of the roadway near Interstate 275 into a boulevard aims to change that by doing away with those types of turns.

The approximately $65 million project, which involves the Michigan Department of Transportation, Wayne County and the township, would eliminate not only the center turn lane but also left turns at intersections on a 2½-mile stretch of Ford Road from west of Sheldon to west of Lotz that many drivers from outside the area might know best from trips to the region's only Ikea. A piece of Haggerty, one of the roads that intersects with Ford, would also get a boulevard.

The primary reason for the project, according to those responsible for the planning, goes to safety.

“A lot of intersections along this stretch of roadway are on the … highest crash lists, so this job is facilitated and based on the safety aspect,” said Jeffrey Horne, the MDOT project manager.

Some of those incidents involve what Horne described as courtesy crashes, when a vehicle is turning onto Ford Road and vehicles in two lanes slow up to allow that vehicle into traffic but vehicles in the third lane fail to stop because the drivers don’t see the turning vehicle and hit it.

Jonathan LaFever, Canton community development director, said those types of crashes, with drivers trying to wave others into traffic, are all too common on Ford Road.

“It’s dangerous. It’s a challenge,” he said.

With a boulevard in place, separating the different directions of traffic, drivers would have to make their left turns in an indirect way, using crossovers and for large truck traffic, loons.

A loon in road parlance is an area of roadway that extends beyond the lanes of traffic and allows semis to make a U-turn, as at a Michigan left, without rolling up onto the sidewalk. A number of websites connect the name to the way that type of road feature looks like the silhouette of the water-loving bird of the same name.

More: I-75 in Detroit could look much different in the coming years. Here's how

A public meeting on the Ford Road project is planned for 4-6 p.m. Wednesday, April 17, at Summit on the Park, 46000 Summit Parkway, Canton.

The desire to make roadway changes in an area that can see more than 40,000 vehicles at peak times, according to MDOT, has been a long-standing one. In a 2014 article focused on millions of dollars slated for road repairs in the area, local officials told the Free Press about their desire then to see Ford Road turned into a boulevard, but MDOT was clear at that time that the department didn’t have the money for that type of project, noting the difficulty of getting funds just to address potholes. Discussions about improving traffic flow in the area date back even further.

The funding picture has changed somewhat since those earlier discussions, in part because of local contributions. A 20-year, 1.45-mill road millage that township voters approved in 2018 will provide funding to supplement MDOT’s overall project, including for prep work and restoration.

The project has been revised, in some cases scaled down, since a previous public meeting about two years ago, Horne said. Those revisions have shrunk the size of some of the loons, with Horne pointing to the costs associated with acquiring the real estate.

The planning is still in the design phase, with construction anticipated for 2028-29. Some utility work would begin in 2027. During construction, one lane in each direction would remain open and areas with two driveways would see only one affected at a time, but pedestrian access would be reduced, officials said.

Drainage, watermains, lighting and traffic signals would see improvements as well.

As for pedestrian and cyclist benefits, MDOT pointed to plans to make all sidewalks compliant with Americans with Disabilities Act standards. Horne also noted that pedestrians crossing Ford Road would be able to stop in the boulevard median rather than having to cross all five or more lanes of traffic at one time.

“The mere fact that it’s a boulevard will make it safer,” said MDOT spokeswoman Diane Cross.

LaFever echoed that sentiment, saying that township officials had asked MDOT to look at issues like the timing of crosswalk lights to make sure people can cross the roadway safely.

More: Why fixing the damn roads is so complicated in Michigan

“We are trying to make Canton more connected,” he said.

MDOT and local officials have been holding monthly meetings related to Ford Road, and LaFever touted what he described as a great relationship. MDOT, he said, understands “how much this impacts the Canton community.”

Although the area encompasses one of the community’s main business districts, homes abound on the streets nearby, so plenty of the township’s almost 100,000 residents are within walking distance of the corridor, LaFever noted.

The project is expected to have major impacts on local residents and businesses, although LaFever said there would be outreach to those businesses and resources, including possibly small business loans, would be made available. The township has also been working for some time to create access to cross streets for traffic headed to and from local businesses that don’t require connecting to Ford Road.

“It’s going to be painful no doubt about it, but in the end, it’s going to benefit everybody. It’s one of those things that has to be done,” LaFever said.

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What’s Happening With Dairy Cows and Bird Flu

Though the virus is circulating in dairy cows, human exposure remains low.

Public Health On Call

Editor’s note: This article was updated on April 10, 2024.

The H5N1 strain of avian influenza—commonly known as bird flu—has been circulating among wild migratory birds for the past two years, with substantial spillover into poultry farms. 

But what's sparking concern among scientists and public health officials alike is the recent discovery of the virus in dairy cows and the subsequent infection of a dairy farm employee—the second person in America ever documented to be infected with H5N1. The virus has now spread to 16 herds in six states according to the USDA, fueling concerns about potential further transmission to humans.

In this Q&A, adapted from the April 8 episode of Public Health On Call , Stephanie Desmon speaks with Meghan Davis , DVM, PhD ’12, MPH ’08, associate professor in Environmental Health and Engineering , and Andrew Pekosz , PhD, professor in Molecular Microbiology and Immunology , about H5N1’s jump between species, what that means for the virus’s pandemic potential, and what the appearance of the virus in dairy means for consumers.

What’s going on with the avian flu?

AP: This virus has been around for over 20 years. It's been mutating over time, and something happened in the last couple of years to cause an explosion of cases in wild birds. Not surprisingly, that's led to spillover infections in some poultry farms. There's also been an increase in mammals that have been infected, such as skunks, bears, and foxes, presumably from feeding on dead infected birds. And recently, we've seen spillover of this virus into dairy cows. 

Cattle have not been reported to be infected with any of the influenza A viruses—human or animal—to date. Anytime this virus enters a new host, we set off some alarm bells in the scientific community to see what's going on.

Can we expect to see more cases in humans?

AP: I expect that over the next few weeks, we're going to be seeing more cases in cows and humans, because humans are in close contact with cows during many dairy processes. Hopefully, this will not be a large outbreak, but we certainly expect to see more cases.

Were you surprised by this outbreak?

MD: I am surprised that it's in dairy cows, because when we think about animal models for influenza, we think about mustelids, like ferrets or mink. We have also seen a number of sick farm cats that tested positive. What is most interesting about seeing [H5N1] in dairy is that researchers haven't been focusing on biosecurity and biocontainment for things like avian influenza—which is typically transmitted from a bird reservoir. Dairy farms are often quite open to the air—birds might spend time in areas where the cows eat, for example.

One of the other things we are seeing is some symptoms of disease in the cows. I've not heard of high mortality yet, but they have been showing fairly nonspecific signs, like not eating or milking well. Most of these tend to be somewhat older cows because adult cows who are lactating are in a different category of susceptibility than young calves. What we don't know yet is if perhaps the virus is in all the populations within the farm, and only some of them are showing symptoms.

Is the milk they produce safe for consumption? 

MD: For the average person buying commercial milk, we don't have any evidence that would suggest concern. If you buy pasteurized milk from a commercial dairy processor, the risk is extremely low. Pasteurization, which involves temperature and pressure and time, is designed to inactivate microbes to make the milk safer to consume and to give it longer shelf life. I strongly advise against consuming raw milk products, no matter where you live, because there are other risks, not just avian influenza. 

What can the surveillance data from infected cows tell us?

AP: Two things are really important. One is: The virus has gone from the respiratory tract through lots of different organs, through the blood, and made it all the way to the milk. In humans, the influenza virus stays within the respiratory tract. We have seen H5N1 move out of the respiratory tract in other animals, but usually that's associated with a really fast mortality. As soon as the virus leaves the lungs, the animals are so sick that they die. We're seeing a case here where the animals don't seem to be really sick, but the virus is making it to other parts of the animal. That's going to tell us something perhaps unique about the H5N1 virus compared to seasonal human viruses. 

The second critical thing is: If there is spread of this virus from cow to cow, is the virus changing and getting better adapted to replicating or spreading in cows? Bird flu jumping to mammals is important because anything that allows the virus to adapt to a mammal has the potential for making it better able to infect humans. Understanding what happens now with the spread of the virus and how the sequence of the virus changes is going to be critically important. The first sequences [from cows] look like the virus is almost identical to the bird virus. But we haven't really sampled animals that presumably acquired the infection from other cows. 

If it's spreading from cow to cow, is that a wholly different problem?

MD: There is a lot of swapping of cows in the dairy industry, and there is a diverse population of farmers, each of them has their own way of doing things. And that means that we may need to educate farmers about perhaps restricting certain sales or trade of dairy cows if evidence shows that you could introduce avian flu through a cow brought in from outside the farm. 

The USDA has released  recommendations  for state animal health officials, veterinarians, and producers, including trying to exclude birds and cats from areas where livestock are kept, not moving sick or exposed cows, using PPE among workers with exposure to dairy cows, and other measures.

Something I'm very interested in is: Where were each of these cows exposed? To what degree was this one event that is now spreading through these networks of sale and trade and movement of dairy cows? Or is this multiple events in which you've had an introduction [of the virus] from birds? Because that also changes the dynamics as we think about genetics and the potential for evolution.

AP: It’s also clear that the USDA has not ruled out that spread from cow to cow is happening via contaminated milking equipment because the amount of virus in the milk is much greater than what is found in the nose of infected cows. If this is contributing to virus spread, it should be straightforward to institute equipment disinfection protocols that could slow or stop virus spread.

Is H5N1 considered a major threat at this time?

AP: H5N1 registers as what we call “a virus with pandemic potential.” Humans presumably all have some immunity to H1 and H3 influenza viruses, which can cause seasonal epidemics, but they can't cause pandemics at the level of what we saw with COVID because there's just too much immunity in the population that limits the spread and dampens down disease severity. 

However, the human population is essentially completely naive—has no preexisting immunity—to H5 viruses. Therefore, similar to what we saw with COVID, in the worst case scenario, if this virus enters humans and starts to spread, all of us are susceptible, and we could see massive increases in numbers of cases. 

H5 viruses are rather deadly in poultry. They're not so deadly in wild birds, but they seem to be deadly in mammals, and we don't know what they'll do in humans.

MD: Right now, the average person should just be aware and avoid things like raw milk products. However, because we are seeing the potential for disease in cats, and we don't know yet if that came from cows or birds or some other pathway—it's a good idea to prevent your cats from having contact with wild birds. If they're indoors, keep them indoors, and if they become ill, consult your veterinarian.

This interview was edited for length and clarity by Morgan Coulson,  an editorial associate in the Office of External Affairs at the Johns Hopkins Bloomberg School of Public Health.

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How bitcoin miners are preparing for the halving.

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Technicians look at bitcoin mining at Bitfarms in Quebec in 2018.

Bitcoin miners are preparing for the halving , a key event in bitcoin's cycle that halves the reward for mining new blocks and occurs roughly every four years—or every 210,000 blocks. This upcoming halving will reduce the reward from 6.25 to 3.125 bitcoin per block, slashing the daily mining output from 900 to 450 bitcoin, impacting miners’ profitability.

Insights from leading figures in the mining sector, including Paolo Ardoino, CEO of Tether, Geoff Morphey, CEO of BitFarms, Drew Armstrong, president of Cathedra, and Thomas Pacchia, a seasoned bitcoin mining advisor, shed light on the sector’s preparedness and strategic shifts.

Understanding the relationship between bitcoin’s price, hash rate and mining profitability is essential. When the price of bitcoin goes up, mining becomes more profitable, encouraging miners to increase their operations and computing power. However, if the price falls, the hash rate may decrease because it’s less profitable. The halving doubles the cost of producing each bitcoin while the operational expenses remain constant.

BitFarms is proactively gearing up for the bitcoin halving with a strategy centered on sustainability and efficiency. Morphey shares, “Since 2020, we’ve focused on robust management and low operational costs to ensure our resilience through market cycles. Our commitment to green energy, demonstrated by our nearly complete reliance on renewable sources, positions us for sustained profitability post-halving.”

The company improves its renewable mining operations through advanced cooling technologies and strategic partnerships, such as its collaboration with Paraguay’s National Operator or Administración Nacional de Electricidad. “By utilizing natural resources for power and pioneering in cooling solutions, we aim to maintain our competitive edge while setting new industry standards for environmentally responsible mining,” Morphey concludes.

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Tether has also ventured into bitcoin mining and aims to leverage its expertise to enhance the network's sustainability, marking a move towards eco-friendly mining practices. Ardoino highlights Tether’s commitment to sustainability: “We’re investing in renewable energy sources like wind, solar, and hydro to power our mining operations. This aligns with our environmental goals and ensures long-term profitability and resilience.” Tether’s initiative reflects a broader industry trend towards mining bitcoin using wasted or stranded energy.

The bitcoin halving occurs about every four years.

They have a proactive approach for the bitcoin halving, reinforcing its commitment to sustainable mining practices and long-term viability. Ardoino told me, “Our development of the Moria platform—an optimization tool for mining operations—exemplifies our approach. Moria enables us to efficiently manage and scale our operations by providing a unified interface for monitoring and predictive analysis, ensuring our mining endeavors remain profitable in the face of reduced block rewards. This strategic emphasis on sustainability and technological innovation underscores Tether’s preparation for the halving, aiming to maintain operational efficiency and profitability while fostering environmental responsibility.”

Armstrong of Cathedra brings a strategic operational focus to the conversation. “Bitcoin BTC mining is a brutal form of commodity production,” he remarked, emphasizing the necessity of operational excellence and efficiency. Cathedra’s strategy involves fine-tuning mining operations to remain profitable post-halving, leveraging cutting edge-tech to optimize energy consumption and cost.

Pacchia, with his expertise in both bitcoin mining and law, emphasizes the need for a comprehensive approach. With his dual hats as a bitcoin mining advisor and a former derivatives lawyer, Pacchia stresses the importance of readiness for the halving. “It’s not just about technology but also about understanding the market dynamics and regulatory environment,” he notes.

Bitcoin memorabilia at Pubkey Bar in New York.

While mining is the main focus, PubKey —a bitcoin cultural center in New York’s Greenwich Village, co-founded by Pacchia—serves as a community hub. As a venue that hosts events and fosters discussions around bitcoin, PubKey serves as a bridge between the technological and cultural aspects of bitcoin. “Our mission is to make bitcoin accessible and fun, serving as a platform for education and community building,” Pacchia explains, highlighting the interconnectedness of mining practices and the broader ecosystem.

As the halving approaches, the strategies employed by these leaders illustrate the sector’s adaptive and forward-thinking nature. The emphasis on sustainability, efficiency and community engagement points to a maturing industry reacting to immediate challenges and shaping the future of bitcoin mining. While this event requires adjustments, it also offers opportunities for innovation and growth.

The industry demonstrates resilience and adaptability from BitFarms’ sustainable practices to Tether’s renewable energy investments, Cathedra’s operational strategies, and PubKey’s community and educational focus. As miners navigate the economic and operational shifts brought by the halving, their efforts underscore a commitment to sustainability, efficiency and community. This triad will define the next chapter in bitcoin’s ongoing evolution.

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