examples of independent and dependent variables in healthcare

Brain morphology, harm avoidance, and the severity of excessive internet use. Sensors on the crash dummy skulls allowed for a scientific analysis of how much damage a human skull would incur. You want to compare brands of paper towels, to see which holds the most liquid. 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. 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. brands of cereal), and binary outcomes (e.g. Test your understanding with the scientific method quiz. At the end of three months, the muscle mass of all participants is measured. A large multinational cosmetics company wants to know if the color of a womans hair affects the level of perceived attractiveness in males. 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. A confounding variable is related to both the supposed cause and the supposed effect of the study. Blazing Angels or Resident Evil? Their R&D food scientists have developed a protein supplement that is designed to help build muscle mass for people that work out regularly. A chemicals company has developed three different versions of their concrete mix. This is because individuals that had a particularly bad (or good) experience with the physician may be more likely to go to the website and provide a rating. . It represents the cause or reason for an outcome. Here are some tips for identifying each variable type. With The different levels of the independent variable are called conditions. For example: Your independent variable is social media use, and you assign groups to low, medium, and high levels of social media use to find out if there is a difference in hours of sleep per night. The independent variable is the cause, and the dependent variable is the effect. You have three independent variable levels, and each group gets a different level of treatment. Afterward, their level of aggression was measured via a wide range of methods, including direct observations of their behavior, their actions when given the opportunity to be aggressive, or a variety of other measures. 2. You need to know which types of variables you are working with in order to choose appropriate statistical tests and interpret the results of your study. One way to examine this possibility would be to conduct an animal study. Evidence-Based Complementary and Alternative Medicine, vol. By contrast, the independent variable is the potential answer as to what is causing the change in the dependent variable. 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. 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. 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. Other variations of an experiment might include having multiple levels of the independent variable. SPICE (Setting, Perspective, Intervention/phenomenon of Interest, Comparison, Evaluation) Appropriate for : evaluating the outcomes of a service, project, or intervention 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. The dependent variable is the volume of liquid absorbed by the paper towel. Retrieved from https://www.thoughtco.com/independent-and-dependent-variable-examples-606828. https://helpfulprofessor.com/independent-and-dependent-variable-examples/. The independent variable and dependent variable are used in a very specific type of scientific study called the experiment. 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. Helmenstine, Anne Marie, Ph.D. "What Are Independent and Dependent Variables?" Would you like email updates of new search results? Independent variables are defined as those the values of which influence other variables. Copyright 2023 Helpful Professor. February 3, 2022 The value of a dependent variable depends on an independent variable, so a variable cannot be both independent and dependent at the same time. Scribbr. J Exp Soc Psychol. It's the outcome you're interested in measuring, and it 'depends' on your independent variable. A correlational research design investigates relationships between variables without the researcher controlling or manipulating any of them. Educators are interested in whether participating in after-school math tutoring can increase scores on standardized math exams. 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. Rumrill, P. D., Jr. (2004). Your IP: The relationship makes sense and identifies the independent variable as phone use and the dependent variable as sleep quality. [8] Examples of these variables include: It also makes it easier for other researchers to replicate a study and check for reliability. We rely on the most current and reputable sources, which are cited in the text and listed at the bottom of each article. 2019;10(1):82-86. doi:10.4103/idoj.IDOJ_468_18. But there are many other ways of describing variables that help with interpreting your results. Other 5th grade classrooms will not listen to any music during their lessons and exams. They hire a sleep research lab to conduct the study. Each participant sits in a booth and takes a bite of one version of the crust. Random assignment helps you control participant characteristics, so that they dont affect your experimental results. Women are more attracted to men without earrings than men with earrings. Retrieved March 2, 2023, A variable that is made by combining multiple variables in an experiment. Verywell Mind content is rigorously reviewed by a team of qualified and experienced fact checkers. Variables are given a special name that only applies to experimental investigations. Selection bias occurs when the procedures used to select subjects and others factors that influence participation in the study produce a result that is different from what would have been obtained if all members of the target population were included in the study. It is the variable you control. Time of day has a significant effect on alertness. How to identify independent variables vs. dependent variables. Nominal and categorical variables describe samples in groups based on counts that fall within each category, have no quantitative relationships, and cannot be ranked. Does this variable get measured only after other variables are altered? The dependent variable will always be the variable that is held constant. 8600 Rockville Pike Subscribe now and start your journey towards a happier, healthier you. In statistics, dependent variables are also called: Response variables (they respond to a change in another variable) You can apply just two levels in order to find out if an independent variable has an effect at all. This example sheet is color-coded according to the type of variable: nominal, continuous, ordinal, and binary. You have three groups: men, women and other. 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. Distinguishing between independent and dependent variables can be tricky when designing a complex study or reading an academic research paper. 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. Dr. Helmenstine holds a Ph.D. in biomedical sciences and is a science writer, educator, and consultant. Are you ready to take control of your mental health and relationship well-being? The dependent variable (sometimes known as the responding variable) is what is being studied and measured in the experiment. Thank you, {{form.email}}, for signing up. *Note that sometimes a variable can work as more than one type! You can email the site owner to let them know you were blocked. After collecting data, you check for statistically significant differences between the groups. There are three types of categorical variables: binary, nominal, and ordinal variables. Olivia Guy-Evans is a writer and associate editor for Simply Psychology. Difference Between Independent and Dependent Variables, Dependent Variable Definition and Examples, Independent Variable Definition and Examples, What Is an Experiment? HHS Vulnerability Disclosure, Help When video games started to become increasingly graphic, it was a huge concern in many countries in the world. In statistics, dependent variables are also called: The dependent variable is what you record after youve manipulated the independent variable. A group of teachers is interested in which teaching method will work best for developing critical thinking skills. It can be difficult to separate the true effect of the independent variable from the effect of the confounding variable. What are independent and dependent variables? You are assessing how it responds to a change in the independent variable, so you can think of it as depending on the independent variable. This article begins by defining the term variable and the terms independent variable and dependent variable, providing examples of each. People in the pizza business know that the crust is key. One is called the dependent variable, and the other is the independent variable. The three plant health variables could be combined into a single plant-health score to make it easier to present your findings. Half are given Gatorade, and the other half are given water, but no one knows what they are given because both liquids have been colored. A hospital is investigating the effectiveness of a new type of chemotherapy on cancer. A dependent variable is what changes as a result of the independent variable manipulation in experiments. Dr. Drew has published over 20 academic articles in scholarly journals. If you have the variables in the wrong order, the sentence won't make sense. A dependent variable is the variable that changes as a result of the independent variable manipulation. 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. Each of these is a separate independent variable. The independent variable is usually applied at different levels to see how the outcomes differ. If you are having trouble identifying the independent variables of an experiment, there are some questions that may help: Researchers are interested in investigating the effects of the independent variable on other variables, which are known as dependent variables (DV). 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. In this case, we must state what we mean by the terms media violence and aggression as we will study them. Example one: How long you use your phone before bed affects your quality of sleep. A dependent variable is the variable that changes as a result of the independent variable manipulation. Example: Independent variable levels You are studying the impact of a new medication on the blood pressure of patients with hypertension. For example, in an experiment about the effect of nutrients on crop growth: Defining your variables, and deciding how you will manipulate and measure them, is an important part of experimental design. https://doi.org/10.1080/08854726.2014.959374, Manocha, R., Black, D., Sarris, J., & Stough, C.(2011). 1. Revised on The company wants to know which version is the strongest. The independent variables in a particular experiment all depend on the hypothesis and what the experimenters are investigating. But before we begin, we need to briefly review the difference between independent and dependent variables. A confounding variable, also called a confounder or confounding factor, is a third variable in a study examining a potential cause-and-effect relationship. The dependent variable is the response that is measured. by Why are independent and dependent variables important? Independent variable causes an effect on the dependent variable. Youll often use t tests or ANOVAs to analyze your data and answer your research questions. 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. After three months, we measure the stress levels of each person and compare the groups. Well, there are a lot of ways. PMC 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. This enables another psychologist to replicate your research and is essential in establishing reliability (achieving consistency in the results). Variables you manipulate in order to affect the outcome of an experiment. In an experiment, one group of students attends an after-school tutoring session twice a week while another group of students does not receive this additional assistance. For experimental data, you analyze your results by generating descriptive statistics and visualizing your findings. The .gov means its official. The amount of input the workers have over their work is the independent variable in this example. What type of data does the variable contain? Definition and examples of dependent variable Independent variables are the ones we can freely manipulate, by plugging in any input value. Does this variable come before the other variable in time? In other cases, multiple levels of the IV may be used to look at the range of effects that the variable may have. Each group receives chemotherapy treatment three times a week for two months, except for the no-treatment group. Measures of central tendency in chaplaincy, health care, and related research. Scribbr. The site is secure. The independent variable is the condition that you change in an experiment. A dependent variable from one study can be the independent variable in another study, so its important to pay attention to research design. Learn more about our academic and editorial standards. September 19, 2022 Operational variables (or operationalizing definitions) refer to how you will define and measure a specific variable as it is used in your study. At the end of three months, all the students take the same test that assesses critical thinking skills. Identifying independent vs. dependent variables, Independent and dependent variables in research, Visualizing independent and dependent variables, Frequently asked questions about independent and dependent variables. 2022 Aug;27(5):436-446. doi: 10.1177/17449871211051566. She has previously worked in healthcare and educational sectors. Ferguson, C. J. 2023 Dotdash Media, Inc. All rights reserved. The brand of fertilizer is the independent variable. 1 Solve word questions too Published on ___________________________________________________________. 2. Note that any research methods that use non-random assignment are at risk for research biases like selection bias and sampling bias. December 2, 2022. So, first, they go to a nearby school in a middle-class neighborhood. Each type of diet that the experimenters look at would be a different level of the independent variable while weight loss would always be the dependent variable. A follow-up experiment might determine how much of the chemical is needed. Here are some examples of research questions and corresponding independent and dependent variables. Next, they test the strength of each bridge by placing progressively more weight on its center until the bridge collapses. A company that specializes in essential oils wants to examine the effects of lavender on sleep quality. Your independent variable is the temperature of the room. Pritha Bhandari. Unable to load your collection due to an error, Unable to load your delegates due to an error. Dependent variable Definition and Examples. It is called independent because its value does not depend on and is not affected by the state of any other variable in the experiment. Groups that are ranked in a specific order. Your independent variable is the treatment that you directly vary between groups. Come up with a. Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page. His work has involved designing teacher certification for Trinity College in London and in-service training for state governments in the United States. You can also apply multiple levels to find out how the independent variable affects the dependent variable. She has taught science courses at the high school, college, and graduate levels. 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. For example, star ratings on product reviews are ordinal (1 to 5 stars), but the average star rating is quantitative. ANOVA tells you if the dependent variable changes according to the level of the independent variable. People learn more when they study in a quiet versus noisy place. Independent and Dependent Variables: Differences & Examples The independent variable is the variable the experimenter manipulates or changes, and is assumed to have a direct effect on the dependent variable. It is sometimes called the 'predictor' or 'treatment' variable. 3. Researchers want to determine if a new type of treatment will lead to a reduction in anxiety for patients living with social phobia. How hungry you are would be the dependent variable. Our website is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Plausible alternative explanations are other factors that may cause the dependent variable under observation.[4]. Content is fact checked after it has been edited and before publication. To gather information about plant responses over time, you can fill out the same data sheet every few days until the end of the experiment. Types of Variables in Research & Statistics | Examples. 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. You manipulate the independent variable (the one you think might be the cause) and then measure the dependent variable (the one you think might be the effect) to find out what this effect might be. 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. By varying the level of the independent variable and observing associated changes in the dependent variable, a researcher can conclude whether the independent variable affects the dependent variable or not. One is called the dependent variable, and the other is the independent variable. The key point here is that we have made it absolutely clear what we mean by the terms as they were studied and measured in our experiment. The other half takes the same amount of something that looks the same but actually does nothing to the body. Categorical variables represent groupings of some kind. 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. At the end of one year, the health of all participants is assessed, using blood pressure and cholesterol level as the key measurements. Here are several examples of independent and dependent variables in experiments: 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 want to know which brand of fertilizer is best for your plants. 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). In your research design, its important to identify potential confounding variables and plan how you will reduce their impact.

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examples of independent and dependent variables in healthcare