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# What are Examples of Variables in Research?

In the course of writing your thesis, one of the first terms that you encounter is the word variable. Failure to understand the meaning and the usefulness of variables in your study will prevent you from doing good research. What then are variables and how do you use variables in your study? I explain the concept below with lots of examples on variables commonly used in research.

You may find it difficult to understand just what variables are in the context of research especially those that deal with quantitative data analysis. This initial difficulty about variables becomes much more confusing when you encounter the phrases “dependent variable” and “independent variable” as you go deeper in studying this important concept of research as well as statistics.

Understanding what variables mean is crucial in writing your thesis proposal because you will need these in constructing your conceptual framework and in analyzing the data that you have gathered. Therefore, it is a must that you should be able to grasp thoroughly the meaning of variables and ways on how to measure them. Yes, the variables should be measurable so that you will be able to use your data for statistical analysis.

I will strengthen your understanding by providing examples of phenomena and their corresponding variables below.

### Definition of Variables and Examples

Variables are those simplified portions of the complex phenomena that you intend to study. The word variable is derived from the root word “vary”, meaning, changing in amount, volume, number, form, nature or type. These variables should be measurable, i.e., they can be counted or subjected to a scale.

The following examples of phenomena from a global to a local perspective. The corresponding list of variables is given to provide a clear illustration of how complex phenomena can be broken down into manageable pieces for better understanding and to subject the phenomena to research.

• Phenomenon: climate change

Examples of variables related to climate change:

1. sea level
2. temperature
3. the amount of carbon emission
4. the amount of rainfall
• Phenomenon: Crime and violence in the streets

Examples of variables related to crime and violence:

1. number of robberies
2. number of attempted murders
3. number of prisoners
4. number of crime victims
5. number of laws enforcers
6. number of convictions
7. number of car napping incidents
• Phenomenon: poor performance of students in college entrance exams

Examples of variables related to poor academic performance:

1. entrance exam score
2. number of hours devoted to studying
3. student-teacher ratio
4. number of students in the class
5. educational attainment of teachers
6. teaching style
7. the distance of school from home
8. number of hours devoted by parents in providing tutorial support
• Phenomenon: Fishkill

Examples of variables related to fish kill:

1. dissolved oxygen
2. water salinity
3. temperature
4. age of fish
5. presence or absence of parasites
6. presence or absence of heavy metal
7. stocking density
• Phenomenon: Poor crop growth

Examples of variables related to poor crop growth:

1. the amount of nitrogen in the soil
2. the amount of phosphorous in the soil
3. the amount of potassium in the ground
4. the amount of rainfall
5. frequency of weeding
6. type of soil
7. temperature

Notice in the above examples of variables that all of them can be counted or measured using a scale. The expected values derived from these variables will, therefore, be in terms of numbers, amount, category or type. Quantified variables allow statistical analysis. Variable correlations or differences are then determined.

### Difference Between Independent and Dependent Variables

Which of the above examples of variables are the independent and the dependent variables? The independent variables are just those variables that may influence or affect the other variable, i.e., the dependent variable.

For example, in the first phenomenon of climate change, temperature (independent variable) may influence sea level (dependent variable). Increased temperature will cause expansion of water in the sea. Thus, sea level rise on a global scale may occur. In the second phenomenon, i.e., crime and violence in the streets, the independent variable may be the number of law enforcers and the dependent variable is the number of robberies.

I will leave to you the other variables so you can figure out how this works.

How will you know that one variable may cause the other to behave in a certain way? Finding the relationship between variables require a thorough review of the literature. Through a review of the relevant and reliable literature, you will be able to find out which variables influence the other variable. You do not just simply guess relationships between variables. The whole process is the essence of research.

At this point, I believe that the concept of the variable is now clear to you. Share this information to your peers who may have difficulty in understanding what the variables are in research.

ยฉ2012 October 22 P. A. Regoniel

Cite this article as: Regoniel, Patrick (October 22, 2012). What are Examples of Variables in Research? [Blog Post]. In SimplyEducate.Me. Retrieved from https://simplyeducate.me/2012/10/22/what-are-examples-of-variables-in-research/

## By Regoniel, Patrick

Dr. Patrick A. Regoniel is a graduate school professor of Palawan State University. He loves writing about a wide range of topics under the sun. Aside from blogging and writing books, he tinkers with LaTeX codes, does systems analysis, layouts books and instructional materials, tweaks his websites, engages in photography and editing svg, jpeg and png files, does a little QGIS mapping, did some SCUBA diving for work and pleasure, runs 3 miles 3-4 times a week, and ah well... cooks on the sides. :-)

## 134 replies on “What are Examples of Variables in Research?”

Josays:

Thank you, I am struggling with trying to develop a conceptual framework for my future dissertation, this article was a lot easier to understand than my text books!

Randisays:

In the last line of the second paragraph under “Difference betw indep and dep variables” you didn’t finish your edit, sooooooo take a look again, do you want to talk about crime or student success?

And thank you for writing these simplified explanations, I’m ready to tackle my proposal again, with renewed confidence!

Thank you for your feedback Randi. That’s very much appreciated.

Gorjuz Gorjuzsays:

Clear, simple, easily understood! I’m so grateful! Thank you so much for explaining it in a way that a slow witted like me can comprehend.

Hi, i really need your help mr. Patrick. May i know the IV and DV of the other examples you have given? So i can understand it more? Pretty please?

Dear Ella, whether variables are dependent or independent depends on context. Basically, the independent variable is the one causing the dependent variable. It’s a cause-effect relationship. The dependent variable responds to the effect of the independent variable. That is explained in the latter part of the article.

Anonymoussays:

wow! information made simple! Finally I get a clear understanding of what variable means. I am also able to differentiate between the two. What a relief!
Thank You very much

Gorjuz Gorjuzsays:

alishbakhawarsays:

Yess i want to

Geof Biriwirisays:

thanx alot. Your well simplified work has given me insight in my research approach

Emmasays:

Thanks for the explanation. I’ll really appreciate more if you can elaborate the roles variables play in research. Thank you.

arvella albaysays:

1. Should a dissertation always have independent and dependent variables?
2. Does a good dissertation always need quantitative variables?

Ndapandula Nenghwanyasays:

wow this is very helpful i am just strugling to write my thesis.

D. Akuh Ogahsays:

The explanation is simply great. More grease to your elbow.

Hakizimana Prospersays:

Thank you very much for this simple and clear clarification of the difference between dependent and independent variables

Thank you Ogah. It’s great to know the article’s useful.

philosophersays:

Anonymoussays:

Great explanation! easy to understand,this article can help me a lot for my report about conceptual framework and research study. Now I understand what variable means, as well as the difference between independent and dependent variable. Thank you so much!

Gabesays:

The problem of DVs and IVs above is that they can be either. Example given is temperature being the IV and sea level being the DV. However, temperature can also be the DV if carbon emissions are the IV. Equally, carbon emissions can be the DV if car sales are the IV…

You’re right Gabe. Independent variables may be the dependent variables. The objectives of the study will define which one/s is/are the DV or the IV. In modeling ecosystems, if either of the variables could influence the other, these are called feedback loops.

Bardsays:

Patrick,
Thank you for this article. I really appreciate your efforts and your way of explaining it. Very simple but extremely meaningful. As I was reading the climate change sample, I was asking myself where are the DV and IV, and then whether the temperature would be listed under the DV or IV. I was going to ask that question but I am glad that Gabe asked it and you answered it perfectly.

Great it helped you Bard. Thank you for visiting SimplyEducate.me and reading the articles.

Anonymoussays:

Thank you for such an easy explanation.
Thank you so very much.

Smithsays:

totally brief and simply explanation. Thanks a lot, this helps understand variables better.

Austinsays:

Thanks for the explanation, keep on the good work…

Mafumo Franksays:

For me you simplified it when you said Independent variable is the cause, I just say thank you.

y.y. barrysays:

The explanation on DV and IV was simply fantastic. it helped defused the tension on my brain. thank you very much!

Great to know your feedback y.y. barry.

Issy Oliveirasays:

Thanks, for explaining how to use variables. My understanding is better.

Welcome Issy. I’m glad to be of help. Thank you for reading.

janetsays:

what asimpler and short explanation of variables!more examples on theoretical framework

solomon karokisays:

I, with all my experience in research, would not put the explanation in such a plain, understandable way. kudos
Someone else explain statistics in the same plain language.

Martinsays:

I am so pleased and impressed with this article that I am here redoing my framework for my dissertation. Most of the time tutors don’t explain this way and I think it is just great.

Dear Martin, great to hear your feedback! I’m happy to know my article helped you in your research venture. Let’s discover things for a better world. Share the information to your friends who may have difficulty along this concern.

alvisswesays:

Hi,
Do I have to depict the two variables within the topic of a thesis?

Dear Alvisswe,

I am not quite clear about your question. If you mean that you should include the two variables in your thesis title, that will be desirable. It gives the reader an idea about what you are investigating right there in the title.

Lovely Roxassays:

Hello can anybody here help me to make a quantitative research title with 3 dependents variables…thank.you..

Dear Lovely, think first what you want to study about.

Christian Acolatsesays:

I have been trying all these years to come out with research proposal for a doctoral programme with great difficulty. It’s like groping in the dark looking for a needle in a haystack. At a point I wanted to give up on the PhD programme. Your presentation has been fantastic. It wouldn’t have come at the right time. It’s a WOW! Very useful.

My project topic is Extra judicial killings and involvement of military forces,how do i go about drawing my theoritical framework and what variables best suits

My project topic is Extra judicial killings and involvement of military forces,how do i go about drawing my conceptual framework and what variables best suits

Annabelle Kimsays:

I was considering to enroll in statistics course to equip me in my consultancy work (socio-economic studies), found this site very informative, I need to really study though.

Thanks for visiting this site Annabelle. You need diligence to understand concepts that you can use in your consultancy. Thank you for visiting the site.

Justmesays:

hi! What if there are more than the independent and dependent variable? How are we going to describe the other variable? For example A influence B then B gives impact to C.. Please help..

meenakshi choudhurysays:

abdullsays:

hi help me my research is about personnel empowerment and local government quality service what will be my conceptual frame work ???

Sabit job Reecsays:

Thanks you all for this wonderful presentation, my question is, is the variable the same as factors

Eliseu Lopes Tavaressays:

My topic is : emplementing word processing in high school to improve students writing skills. Now, can you tell me what would be my variables? please.

Dear Eliseu, so why do you think word processing can improve students’ writing skills? Do you mean spell or grammar checks in MS word? You need to define your variable, as this article defines it.

Edwardsays:

Thank you so much. I have been struggling with the concept of variables. Now you have solved my problem. Thanks

Welcome Edward.

I appreciate the effort made in explaining the key variables with some relevant examples. However, there are still more to explain with regards to other variables such as: moderating variable, intervening variable, extraneous variables, mediating variable and confounding variable. If these can be explained with good examples especially in social researches, then a ot will have been done.

Dear Dr. Oyugi, you’re right. If you know about these kinds of variables then you are free to share them here. Thanks for dropping by.

axiakasays:

Thank you for this.. And also for gabe’s concerned aboout those DV and IV.. Sorry for my grammar

Dennis Planterassays:

gud pm sir Patrick.. do IV and DV should be in a title.

Dear Dennis, the title ideally should have those variables for easier understanding of what is discussed in the paper.

Marlyn divina gracia ziganaysays:

I am a student in the masteral degree…i am having hard time in formulating a title …our title defense was scheduled september 9..i have proposed almost a dozen titles now but my thesis professor rejected it …i dont know why……my title is CLASSROOM MANAGEMENT ON PUPIL’S BEHAVIOR AND ACADEMIC PERFORMANCE OF GRADE V PUPILS….may i ask for your help to reword or restate my title…how is it measured….i am open to suggestions and comments thank you and more power…i will love to hear some thots from youGod bless

Dear Marlyn, I missed your comment as I had been too busy the past days. It seems like you’re not so sure about what to study. What is it you want? If it is clear to you, then you can conduct a study. You do not start with a title but a review of literature first on a phenomenon you have observed. You may find this article useful: https://simplyeducate.me/2012/10/31/how-to-write-a-concept-paper/

Ijeomasays:

pls sir i need your help on my assignment
Title: write three research topics, mention the dependent and independent variables

Paul Increasesays:

this brainstorming is real vital towards my course of studies

Paul Increasesays:

this brainstorming is really vital towards my course of studies thx professor

ahpzsays:

Hello
Can I ask you?what variable we can used to our thesis its all about Job Satisfaction?

ahpzsays:

Our title in thesis is
“An Analysis of job satisfaction of company(name)employee:basis for employee retention program”
Plz help me to know the variables for that topic and to create a theoretical framework.

Thank you

Dear Ahpz, you already mentioned your variables, i.e., job satisfaction as dependent variable and the reasons why they are satisfied (these are your independent variables).

Eddiesays:

This is really “wow” explanation. I had no ideas about the term “variable” in the writing of the thesis. Now I have some idea. Kindly help me to clarify my topic and its valuables . I intend to write on children’s right to education during emergencies. I want to see how the disaster risk management policy can be of importance in a particular country.

rahimsays:

Topic is
Impact of IT in supply chain

Dear Rahim, what do you mean by impact? Can you measure it? And what specific IT factor would you want to study? The point is, your study is too general/broad. Narrow it down further into something measurable. For example: IT might be knowledge of databases, and supply chain is time in moving the product. These factors are measurable.

Arisays:

Thank you for writing this.
Am doing a sociology paper this are some of the instructions. Explain why the social pattern interests you, and how it can be seen as a variable. Identify another variable that you think is a possible cause and explain why you think it might be a cause. Identify a third variable that you think is a possible consequence of your first variable and why you think it might be a consequence. (In other words, you need to identify three variablesโA, B, and C. And you will focus on two hypotheses: A affects B, and B affects C.) Do not use a hypothesis that was covered in the readings or in class. Also, avoid hypotheses you know (for certain) are true or hypotheses that are necessarily true.

I have chosen
Poor performance of students inย High schoolย on exams
My 3 variables would be…
1. Exam score
2.ย Amount of hours devoted to studying
3. The number of hours dedicated by parents in providing tutorial support.

Arisays:

Thank you for writing this.
Am doing a sociology paper this are some of the instructions. Explain why the social pattern interests you, and how it can be seen as a variable. Identify another variable that you think is a possible cause and explain why you think it might be a cause. Identify a third variable that you think is a possible consequence of your first variable and why you think it might be a consequence. (In other words, you need to identify three variablesโA, B, and C. And you will focus on two hypotheses: A affects B, and B affects C.) Do not use a hypothesis that was covered in the readings or in class. Also, avoid hypotheses you know (for certain) are true or hypotheses that are necessarily true.

I have chosen
Poor performance of students inย High schoolย on exams
My 3 variables would be…
1. Exam score
2.ย Amount of hours devoted to studying
3. The number of hours dedicated by parents in providing tutorial support.

Dear Ari. Social patterns refer to trends and people’s behavior. Is exam score a trend or behavior? Find a social trend or behavior that is interesting and start from there. For example, you can inquire on the increasing hours spent by students online and their lack of actual, face-to-face interaction with peers. The greater affordability of internet connection may be a cause. And affordability may be caused by higher income among families.

rashidsays:

help me find variables,
challenging facing Tanzanian SME’s in creating sustainable competitive advantages through brand loyalty and brand awareness

salamarhsays:

can you help with the variable for this topic: An assessment of home-ownership finance by mortgage institution

That’s too broad Salamarh, what do you want to find out in the study? Why do you want to assess home ownership? Have a clear purpose first that will aid you in coming up with your conceptual framework.

Berrysays:

Thank you so much. I only needed this. Great!

I want to be.10examples for (Iv and Dv)

Enomensays:

Great write up!! Thank you immensely.
Unfortunately, i still find it difficult writing a conceptual framework. My topic is: Attitude towards infertility screening among males. Here, i suppose that “attitude” is the independent variable and “screening” the dependent variable. That is, whether males will subject themselves to screening is a function of attitude.

Thanks again.

Well, that seems okay Enomen. Just how do you propose to measure attitude?

daudisays:

am writing a proposal for the factors that influence adoption of improved agricultural practices on cocoa production
what will be my conceptual framework

I was in little confusion about difference among variables. Now my concept is clear! Thanks a lot Sir!

Monwabisi Nkomentabasays:

My Proposal ahs been Accepted. ITs about Mentoign and coaching to reduce drop of learners in Workplac based learnerships in the hospitality Sector. I need guidance on Variables and like framework.

medsays:

thank much now am familiar wit variable

Elasays:

I read most of your works sir and I must Thank you for making things easier to me. I appreciate it more cause I can now understand such things easily, well compared to my paraphernalia. The page name says it all. Simple educate me. Thank you Sir! ๐
ps, from Philippines here! ๐

Dear Ela, it’s a relief to read feedback from you. I just need that encouragement to go on and help students out there who want to use research as a tool to advance themselves. As the name of this website says, my write up is designed to simplify concepts into easy to understand chunks of information. I’m glad that somehow the articles helped foster understanding. Thank you…

Jenniesays:

My research is correlational, and I have three variables. I’m confused with my IV an DVs. My variables are: Religiosity, Subjective-Well Being and Depression. So, is Religiosity my IV and the rest are DV?

Lovely Roxassays:

Hello sir…

Nasreen Zehrasays:

Dear Regoniel, Patrick A.

I have a question, suppose I have a variable “Gender Diversity”. In my survey questionnaire I have three questions about it. So, when I want to check the relationship between “gender diversity” and “performance of the firm”, what shall I do to make a scale on SPSS? Like three questions make one variable but when checking this variable, which question shall I consider out of three or shall I combine all three questions and divide it by the number of questions to make representative variable?
Note: I am using LIKERT Scale for this survey.

I would highly appreciate if you can help me with clearing the confusion. I have tried several books but did not find any specific way to check how the variable should be considered.

Looking forward to hear from you.

Regards,

Dear Nasreen, my apology for the late reply. You need to define “gender diversity” and “performance of the firm” as variables of the study so I will be able to give advice.

carol paguiasays:

thank you so much

Em Wenzl Sarabillosays:

Hi po Sir Patrick. Sir ‘di ba po kailangan ng questionnaire ang dalawang variable?

kailigi simon mukambwesays:

thank you for being generous those two words have been confusing me in research now i am a better person.

Ismasays:

My topic is the importance of learning other language towards inbound and outbound tourist.
How do i identify the variables?

kevwe baesays:

hi simplyEducate.Me
I need help with this research topic ‘Media production and production in America’ I’m finding it difficult in identifying the concept, construct and also I’m trying to develop three research questions and also find the three null hypothesis related to the topic. I would really appreciate if you throw more light on this. thank you.

Hi, pls how do I write hypothesis for this topic I found on your site ‘poor performance of students in college entrance examinations

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[…] those common questions asked pertain to the determination of the independent and the dependent variables. Discernment of the difference between these types of variables appears to be difficult for many. […]

Ngesaye Nkengsays:

Thanks so much sir,I have really learned a lot about literature review. But I still have a problem identifying my variables,my topic is;The constraints to social civic engagement in Communities in my country. Please give me an idea on what my variables would be.thannks

[…] other words, the conceptual framework is the researcher’s understanding of how the particular variables in his study connect with each other. Thus, it identifies the variables required in the research […]

[…] familiar with the variables that make up your research, it is time for you to write your thesis statement. In the example given […]

Akello Carolinesays:

Wwoow…. Thanks a lot you have simplified my understanding of variables in research.
Big applause

Your tutorial is candid and very easy to digest. I have enjoyed the piece. It has enhanced my perspective of variables.
Thank you very much.

Lamechsays:

How can I write my concept on this topic ” Influence of Culture on functionality of rural water supply”

Blakesays:

Hello sir, sorry to bother you but what are the guidelines for writing a good report

Blakesays:

Guidelines for writing a good research report?

Can you please give me what are the possible variables in terms of installation of street lights along barangay roads of calauan, laguna: an assessment?

Grace Chioma Babasays:

Thanks so much !
Please Sir, when writing the dependent and independent variables should it be in a table form ?

Dear Grace,
Good day. I don’t understand what you mean. But if your school requires that the independent and dependent variables be written in table form, I see no problem with that. It’s just a way for you to clearly show what variables you are analyzing. And you need to justify that.

[…] from 200 pizza shop customers. To understand how analysis works, you need to read the article on variables as these are important units of analysis. If you already understand what variables are, then […]

[…] data is that data usually obtained from categorical or nominal variables (see the different types of variables and how these are measured). It is best used when you have two nominal variables in your study. The […]

[…] so let’s make it more specific. We’ll take summative test score in Mathematics as the variable in focus. Early exposure in Mathematics means the child played games that are […]

Alhajisays:

Hi Regoniel…your articles are much more guiding….pls am writing my thesis on impact of insurgency on Baga Road fish market Maiduguri.

How will my conceptual framework looks like
What do I need to talk on

Dear Alhaji, just be clear about what you want to do. Your research question must be clearly stated before you build your conceptual framework.

Priscasays:

I am requested to write 50 variables in my research as per my topic which is about street vending. I am really clueless.

Sophiasays:

Hey, I really appreciate your explanation however I’m having a hard time figuring out the IV and DV on the topic about fish kill, can you help me?

Maur Bwanamakasays:

CHALLENGES FACING DEVELOPMENT OF COOPERATIVE MOVEMENT IN TANA RIVER COUNTY

What is the IV and DV of this Research topic?

Dear Daur,

You can see in the last part of the above article an explanation about dependent and independent variables.

Dear Maur, what you just want to do is to describe the challenges. No need for a conceptual framework.

hi, sir
knowledge attitude and practice tuberculosis which is
IV and DV

Dear Hamse,
That depends on what variables you are studying. Are you doing a study on cause and effect?

Dear Sophia and Hamse,

As I mentioned earlier, please read the last part of the above article on how to determine the dependent and independent variables.

Celiasays:

This was extremely helpful and easy to digest

thanks for the explanation a bout variables. keep on posting information a bout reseach on my email.

A well articulated exposition! Pls, I need a simple guide on the variables of the following topic : IMPACT OF TAX REFORMS ON REVENUE GENERATION IN NIGERIA: A CASE STUDY OF KOGI STATE. THANKS A LOT.