examples of independent and dependent variables in healthcare examples of independent and dependent variables in healthcare

One room is painted mostly white with red trim and seats; one room is painted mostly white with blue trim and seats; and one room is painted mostly white with off-white trim and seats. Epub 2022 Mar 25. The dependent variable is the variable being tested and measured in an experiment and is dependent on the independent variable. Evidence-Based Complementary and Alternative Medicine, vol. The dependent variable is the outcome (or response) variable. The independent variable is the condition that you change in an experiment. Is the researcher trying to understand whether or how this variable affects another variable? There can be all different types of independent variables. Researchers are trying to determine if changes to the independent variable (studying) result in significant changes to the dependent variable (the test results). HHS Vulnerability Disclosure, Help In this study, the independent variable is the concrete mixture, and the dependent variable is the amount of weight at collapse. Fact checkers review articles for factual accuracy, relevance, and timeliness. Discrete and continuous variables are two types of quantitative variables: If you want to cite this source, you can copy and paste the citation or click the Cite this Scribbr article button to automatically add the citation to our free Citation Generator. Here, the amount of chemical is the independent variable and the rat health is the dependent variable. Dependent and Independent variables Example of Denominator In p = 4q, p is the dependent variable, because its value depends on the value of q. Participants aged between 16 30 will recall significantly more nouns from a list of twenty than participants aged between 55 70 is operationalized. He has trained kindergarten teachers in 8 countries and helped businessmen and women open baby centers and kindergartens in 3 countries. It then proceeds to describe and discuss synonyms for the terms independent variable and dependent variable, including treatment, intervention, predictor, and risk By contrast, the independent variable is the potential answer as to what is causing the change in the dependent variable. You can use the DRY MIX acronym to help remember how to graph variables: D= dependent variableR= responding variableY= graph on the vertical or y-axis, M= manipulated variableI= independent variableX= graph on the horizontal or x-axis. At the outset of an experiment, it is important for researchers to operationally define the independent variable. How should we measure stress? A Dependent variable is what happens as a result of the independent variable. Experiments have two fundamental features. The brand of fertilizer is the independent variable. A dependent variable from one study can be the independent variable in another study, so its important to pay attention to research design. Random assignment helps you control participant characteristics, so that they dont affect your experimental results. Example: How long you sleep (independent variable) affects your test score (dependent variable). In a study to determine whether how long a student sleeps affects test scores, the independent variable is the length of time spent sleeping while the dependent variable is the test score. You need to know what type of variables you are working with to choose the right statistical test for your data and interpret your results. It then proceeds to describe and discuss synonyms for the terms independent variable and dependent variable, including treatment, intervention, predictor, and risk factor, and synonyms for dependent variable, such as response variables and outcomes. A dependent variable is the variable that changes as a result of the independent variable manipulation. Weiten, W. Psychology: Themes and Variations, 10th ed. In some experiments, there may only be one level of an IV. An independent variable is the variable you manipulate or vary in an experimental study to explore its effects. So, they rent space in a large shopping mall and create three different simulated restaurant interiors of different colors. How to identify independent variables vs. dependent variables. Here are some examples of research questions and corresponding independent and dependent variables. Before rolling out a new type of crust, the company decides to conduct some research on consumer preferences. Subscribe now and start your journey towards a happier, healthier you. A correlation reflects the strength and/or direction of the relationship between two (or more) variables. Journal of Health Care Chaplaincy, 20(4), 161170. It is the main point of focus in the experiment whereby researchers are looking to find a cause to. All we have to do is find 90 people that are similar in age, stress levels, diet and exercise, and as many other factors as we can think of. Well, there are a lot of ways. Each of these is its own dependent variable with its own research question. Dr. Drew has published over 20 academic articles in scholarly journals. The independent variable is hair color, and the dependent variable is pupil dilation. Linear regression is used to quantify the relationship between 1 independent (predictor) variables and a continuous dependent (outcome) variable. For example, if we want to explore whether high concentrations of vehicle exhaust impact incidence of asthma in children, vehicle exhaust is the independent variable while asthma is the dependent variable. For example, we might change the type of information (e.g., organized or random) given to participants to see what effect this might have on the amount of information remembered. The independent variable is the aspect of the situation that changes in an experiment, while the dependent variable is the predicted outcome that results from the independent variable. We rely on the most current and reputable sources, which are cited in the text and listed at the bottom of each article. Tutors' Association ID: 55870609, Join Grad Coach On: Facebook | Twitter | YouTube | LinkedIn, Qualitative Data Analysis Methods 101: The Big 6 Methods (Including Examples), How To Write A Dissertation Or Thesis 101: Big Picture Guide (With Examples). A randomized, controlled trial of meditation for work stress, anxiety and depressed mood in full-time workers. The research participants are randomly assigned to either receive the independent variable (called the treatment condition), or not receive the independent variable (called the control condition). The number of popped kernels is the dependent variable. The brand of popcorn is the independent variable. If you want to test whether some plant species are more salt-tolerant than others, some key variables you might measure include the amount of salt you add to the water, the species of plants being studied, and variables related to plant health like growth and wilting. The first is that the researchers manipulate, or systematically vary, the level of the independent variable. There may be other extraneous variables that are not pertinent to explaining a given dependent variable, but may have some impact on the dependent variable. About The Helpful Professor A lot of those studies used an experimental design that involved males of various ages randomly assigned to play a graphic or non-graphic video game. If we didnt do this, then it would be very difficult (if not impossible) to compare the findings of different studies to the same behavior. Pritha Bhandari. So, they train a group of teachers in three different teaching styles: teacher-centered, where the teacher tells the students all about critical thinking; student-centered, where the students practice critical thinking and receive teacher feedback; and AI-assisted teaching, where the teacher uses a special software program to teach critical thinking. In an experiment to determine how far people can see into the infrared part of the spectrum, the wavelength of light is the independent variable and whether the light is observed is the dependent variable. The company approaches several gyms near its headquarters. Another way to put it is the dependent variable is the output value and the independent variable is the input value. You vary the room temperature by making it cooler for half the participants, and warmer for the other half. Do not confuse it with a "control variable," which is a variable that is purposely held constant so that it can't affect the outcome of the experiment. Therefore, you could state that media violence is operationally defined (in your experiment) as exposure to a 15-minute film showing scenes of physical assault; aggression is operationally defined as levels of electrical shocks administered to a second participant in another room. Although there are many variations of the experiment, generally speaking, it involves either the presence or absence of the independent variable and the observation of what happens to the dependent variable. Each of these types of variables can be broken down into further types. In an experiment, the researcher looks for the possible effect on the dependent variable that might be caused by changing the independent variable. If you have ever wondered if this is true or not, then you are in luck because there is a way to know one way or the other. Once you have defined your independent and dependent variables and determined whether they are categorical or quantitative, you will be able to choose the correct statistical test. Based on your results, you note that the placebo and low-dose groups show little difference in blood pressure, while the high-dose group sees substantial improvements. ____________________________________________________________, I.V. The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). In general, experiments have these three types of variables: independent, dependent, and controlled. An example of a dependent variable is depression symptoms, which depend on the independent variable (type of therapy). This can provide very valuable information when studying just about any subject. As an example, if we state that higher intelligence causes improved learning among students, then intelligence is an independent variable and learning is a dependent variable. A dependent variable is what changes as a result of the independent variable manipulation in experiments. An official website of the United States government. Thank you, {{form.email}}, for signing up. Because it would be unethical to expose a randomized group of people to high levels of vehicle exhaust,[1] a study comparing two populations with differential exposure to vehicle exhaust would rely on a natural experiment, or a situation in which this already occurs due to factors unrelated to the researchers. Unauthorized use of these marks is strictly prohibited. Nominal, Categorical, Dichotomous, Binary. 1 For example, in a study looking at how tutoring impacts test scores, the dependent variable would be the participants' test scores since that is what is being measured. In a representative example: Several crash cars were outfitted with an airbag, and an equal number were not. This is a quasi-experimental design because theres no random assignment. They randomly select 1,000 people that are relatively similar in terms of their physical health. Since then, there have been hundreds of studies conducted by psychologists and other researchers. Subject variables are characteristics that vary across participants, and they cant be manipulated by researchers. Identifying independent vs. dependent variables, Independent and dependent variables in research, Visualizing independent and dependent variables, Frequently asked questions about independent and dependent variables. Next, they randomly select shoppers on Saturdays and Sundays to eat for free in one of the three rooms. Below is an example of using independent and dependent variables in an ecological study: A government agency handles environmental care in a city. One way to examine this possibility would be to conduct an animal study. sharing sensitive information, make sure youre on a federal Your independent variable is the temperature of the room. The health of the rat (whether it lives and can reproduce) is the dependent variable. Because the researcher controls the level of the independent variable, it can be determined if the independent variable has a causal effect on the dependent variable. For example, economists may want to find out what . For example, in a plant growth study, the independent variables might be soil moisture (continuous) and type of fertilizer (categorical). Is medical marijuana effective for pain reduction in people with chronic pain? confounds; dependent variable; independent variable; levels of measurement; mediation; moderation; risk factors. Fortunately, there was a way to test this theory objectively. 3. One way to determine whether a relationship between variables is causal is based on three criteria for research design:temporal precedence meaning that the hypothesized cause happens before the measured effect;covariation of the cause and effect meaning that there is an established relationship between the two variables regardless of causation; and a lack of plausible alternative explanations. Dependent variable Definition and Examples. We could measure blood pressure, or the amount of the stress hormone cortisol in their blood, or by using a paper and pencil measure such as a questionnaire that asks them how much stress they feel. Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page. Bhandari, P. Read our, Introduction to Psychology Research Methods, Internal Validity vs. , Independent and Dependent Variables Examples, Free Printable Periodic Tables (PDF and PNG), Periodic Table with Charges - 118 Elements, Periodic Table For Kids With 118 Elements. 2015;21(1):39-49. doi: 10.1080/08854726.2014.989799. Federal government websites often end in .gov or .mil. A well-known fast-food corporation wants to know if the color of the interior of their restaurants will affect how fast people eat. Can I include more than one independent or dependent variable in a study? Information biasrefers to a systematic error due to inaccurate measurement or classification of disease, exposure, or other variables.[3] Recall bias, a type of information bias, occurs when study participants do not remember the information they report accurately or completely. Come up with a. The other half do not take the vitamins. Statistical models will estimate effect sizes for the independent variables. When you do correlational research, the terms dependent and independent dont apply, because you are not trying to establish a cause and effect relationship (causation). After three months, we measure the stress levels of each person and compare the groups. In an experiment, one group of workers is given a great deal of input in how they perform their work, while the other group is not. In another example, the hypothesis Young participants will have significantly better memories than older participants is not operationalized. One is called the dependent variable, and the other is the independent variable. If you determine the substance is necessary for proper nutrition, a follow-up experiment might determine how much of the chemical is needed. Are you ready to take control of your mental health and relationship well-being? Researchers want to determine if a new type of treatment will lead to a reduction in anxiety for patients living with social phobia. Youll often use t tests or ANOVAs to analyze your data and answer your research questions. You randomly assign your patients to one of the three groups: A true experiment requires you to randomly assign different levels of an independent variable to your participants. ____________________________________________________________. Measures of central tendency in chaplaincy, health care, and related research. Independent variable causes an effect on the dependent variable. Some useful types of variables are listed below. A confounding variable, also called a confounder or confounding factor, is a third variable in a study examining a potential cause-and-effect relationship. For example, age, sex, current smoking, LDL cholesterol level, and blood pressure are independent variables because their values (e.g., greater age, positive for current smoking, and higher LDL cholesterol level) influence the risk of myocardial infarction. In other words, whether changes in an independent variable cause a change in a dependent variable. Two other kinds of variables that might influence the outcome include: Extraneous variables can also include demand characteristics (which are clues about how the participants should respond) and experimenter effects (which is when the researchers accidentally provide clues about how a participant will respond). clearly understand what a pharmacy technician can do under their own authority as a regulated health care professional, a properly designed customer satisfaction or customer You have three independent variable levels, and each group gets a different level of treatment. An independent variable is defines as the variable that is changed or controlled in a scientific experiment. BSc (Hons) Psychology, MRes, PhD, University of Manchester. The independent variable is the teaching method, and the dependent variable is performance on the critical thinking test. Other types of variables have interchangeable terms. You want to determine whether a chemical is essential for rat nutrition, so you design an experiment. A large multinational cosmetics company wants to know if the color of a womans hair affects the level of perceived attractiveness in males. This helps you to have confidence that your dependent variable results come solely from the independent variable manipulation. So for y=x+3, when you input x=2, the output is y = 5. This website is using a security service to protect itself from online attacks. FOIA For example, if we are concerned with the effect of media violence on aggression, then we need to be very clear about what we mean by the different terms. The determination of causality is the key benefit of manipulating the independent variable and them observing changes in the dependent variable. the mud) the outcome variable. An independent variable is the variable you manipulate, control, or vary in an experimental study to explore its effects. People in the pizza business know that the crust is key. Categorical variables are any variables where the data represent groups. Sometimes varying the independent variables will result in changes in the dependent variables. Applying causal mediation analysis to personality disorder research. Here are some tips for identifying each variable type. You can also predict how much your dependent variable will change as a result of variation in the independent variable. You use this measurement data to check whether and to what extent your independent variable influences the dependent variable by conducting statistical analyses. Number of different tree species in a forest, Rating scale responses in a survey, such as. Ferguson, C. J. Retrieved from https://www.thoughtco.com/independent-and-dependent-variable-examples-606828. Your dependent variable is the brain activity response to hearing infant cries. The company wants to claim that when an athlete drinks Gatorade, their performance will improve. FOIA HHS Vulnerability Disclosure, NLM Support Center You want to determine whether a chemical is essential for rat nutrition, so you design an experiment. MeSH I.V. In this experiment, we have one independent and three dependent variables. The independent variable is one that the researchers either manipulate (such as the amount of something) or that already exists but is not dependent upon other variables (such as the age of the participants). PMC What is the effect of intermittent fasting on blood sugar levels? Each participant sits in a booth and takes a bite of one version of the crust. Independent variables also have different levels. Retrieved March 3, 2023, Dave Cornell (PhD) and Peer Reviewed by Chris Drew (PhD), Definition of Independent and Dependent Variables, Examples of Independent and Dependent Variables, 1. In most math . In addition, the scientists randomly assign half of the participants to take a set of vitamins, supplied by the researchers every day for 1 year. Bethesda, MD 20894, Web Policies These alternative explanations are closely related to the concept of internal validity. You measure the math skills of all participants using a standardized test and check whether they differ based on room temperature. For the following hypotheses, name the IV and the DV. In this example, the color of the office is the independent variable. Age is the independent variable. 2023 Dotdash Media, Inc. All rights reserved. The independent variable is the variable the experimenter manipulates or changes and is assumed to directly affect the dependent variable. Use this list of questions to check whether youre dealing with an independent variable: Check whether youre dealing with a dependent variable: Independent and dependent variables are generally used in experimental and quasi-experimental research. In this study, despite the ethical issues (remember this is just a hypothetical example), the independent variable is chemotherapy, and the dependent variable is tumor size. https://doi.org/10.1080/08854726.2014.959374, Manocha, R., Black, D., Sarris, J., & Stough, C.(2011). Categorical variables represent groupings of some kind. Example: Your test score affects how long you sleep. In analytical health research there are generally two types of variables. National Library of Medicine. An independent variable (IV) is what is manipulated in a scientific experiment to determine its effect on the dependent variable (DV). In an experiment to determine how far people can see into the infrared part of the spectrum, the wavelength of light is the independent variable and whether the light is observed (the response) is the dependent variable. 2008;14(1):3-19. doi: 10.1080/08854720802053796. These terms are especially used in statistics, where you estimate the extent to which an independent variable change can explain or predict changes in the dependent variable. 88.99.24.175 Some examples of variables that you may need to control include: Temperature Time of day Lighting Stress Noise or distractions Which specific variables need to be controlled for will vary tremendously depending on the research project at hand, so there's no generic list of control variables to consult. So, first, they go to a nearby school in a middle-class neighborhood. You want to know which brand of fertilizer is best for your plants. If you want to know whether caffeine affects your appetite, the presence/absence or amount of caffeine is the independent variable. Groups with no rank or order between them. They are sometimes recorded as numbers, but the numbers represent categories rather than actual amounts of things. His work has involved designing teacher certification for Trinity College in London and in-service training for state governments in the United States. and transmitted securely. Simply Scholar Ltd. 20-22 Wenlock Road, London N1 7GU, 2023 Simply Scholar, Ltd. All rights reserved, Variables are given a special name that only applies to. However, there might be cases where one variable clearly precedes the other (for example, rainfall leads to mud, rather than the other way around). Women are more attracted to men without earrings than men with earrings. Revised on Here, the amount of chemical would be the independent variable and the rat health would be the dependent variable. Choosing which variables to measure is central to good experimental design. The different levels of the independent variable are called conditions. These concepts should not be confused with predictor and outcome variables. The article explains that the terms extraneous, nuisance, and confounding variables refer to any variable that can interfere with the ability to establish relationships between independent variables and dependent variables, and it describes ways to control for such confounds. If you write out the variables in a sentence that shows cause and effect, the independent variable causes the effect on the dependent variable. Causation: Two variables are causally related if changes in the value of one cause the other to change.. 6 Probabilistic causation means that the relationship between the independent variable and the dependent variable (X and Y) are such that X increases the probability of Y when all else is equal. Is this variable measured as an outcome of the study? Your IP: This article was peer-reviewed and edited by Chris Drew (PhD). So, they use Photoshop to manipulate the same image of a female by altering the color of her hair: blonde, brunette, red, and brown. The independent variable is the variable that is being manipulated, or the one that varies. The conditions of each room are all exactly the same, except that half of the rooms have lavender released into the rooms and half do not. The researchers at the lab have their usual test volunteers sleep in individual rooms every night for one week. Can a variable be both independent and dependent? Confounding variables lead to bias, or a factor that may cause an estimate to differ from the true population value. You suspect the amount of television a person watches is related to their age. 3. Difference Between Independent and Dependent Variables, Dependent Variable Definition and Examples, Independent Variable Definition and Examples, What Is an Experiment? Type of light the tomato plant is grown under, Presence or absence of intermittent fasting, Presence or absence of medical marijuana use, Type of work environment (remote or in office). The dependent variable will always be the variable that is held constant. Be careful with these, because confounding variables run a high risk of introducing a variety of. Chemotherapy and Cancer A hospital is investigating the effectiveness of a new type of chemotherapy on cancer. The three plant health variables could be combined into a single plant-health score to make it easier to present your findings. In a study to determine whether how long a student sleeps affects test scores, the independent variable is the length of time spent sleeping while the dependent variable is the test score. In the early days of airbags, automobile companies conducted a great deal of testing. You plot bars for each treatment group before and after the treatment to show the difference in blood pressure. from https://www.scribbr.com/methodology/types-of-variables/, Types of Variables in Research & Statistics | Examples, , the terms dependent and independent dont apply, because you are not trying to establish a cause and effect relationship (. This can happen when another variable is closely related to a variable you are interested in, but you havent controlled it in your experiment. 2019;10(1):82-86. doi:10.4103/idoj.IDOJ_468_18. ), 22(3), 255260. The independent variable in this example is the type of therapy. Your email address will not be published. The other half takes the same amount of something that looks the same but actually does nothing to the body. All the advice on this site is general in nature. This article begins by defining the term variable and the terms independent variable and dependent variable, providing examples of each. The dependent variable is the biomass of the crops at harvest time. Your independent variable is the treatment that you directly vary between groups. Bevans, R. People who exercise regularly sleep better at night. If the independent variable affects the dependent variable, then it should be possible to observe changes in the dependent variable based on the presence or absence of the independent variable. Scientists want to know what causes changes in the dependent variable. No. Sometimes the dependent variable is called the "responding variable.". For example: In a study of how different doses of a drug affect the severity of symptoms, a researcher could compare the frequency and intensity of symptoms when different doses are administered. He is the former editor of the Journal of Learning Development in Higher Education and holds a PhD in Education from ACU. A large food company is considering entering the health and nutrition sector. One of the most popular forms of regression analysis is linear regression, which allows you to establish a linear relationship between a dependent variable and one or more independent variables. Our website is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Yes, but including more than one of either type requires multiple research questions. Each shopper is given a box of the same food and drink items and sent to one of the rooms. Gatorade and Improved Athletic Performance, 15. Its the outcome youre interested in measuring, and it depends on your independent variable. By Kendra Cherry They already have a pool of consumers that fit their customer profile and they often use them for testing. Expected to influence the dependent variable, Doesn't change as a result of the experiment, Can be manipulated by researchers in order to study the dependent variable, Expected to be affected by the independent variable, Expected to change as a result of the experiment, Not manipulated by researchers; its changes occur as a result of the independent variable. Their R&D food scientists have developed a protein supplement that is designed to help build muscle mass for people that work out regularly.