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A variable is any characteristic, number, or quantity that can be measured or counted. It is called a variable because the value can vary among individuals or over time.
• An independent variable is the factor that is changed or controlled by the researcher to test its effects on another variable. It is the cause.
• A dependent variable is the factor that is measured or observed, and it is expected to change as a result of the independent variable. It is the effect.
Examples:
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In a study examining how different amounts of fertilizer affect plant growth:
- Independent variable: Amount of fertilizer used.
- Dependent variable: Plant growth (e.g., height, number of leaves).
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In a study investigating the impact of study hours on exam scores:
- Independent variable: Number of hours spent studying.
- Dependent variable: Exam scores.
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The null hypothesis (H₀) states that there is no significant relationship or difference between variables, or no effect of an intervention. It is the statement that researchers try to disprove. The alternate hypothesis (H₁) states that there is a significant relationship or difference between variables, or that an intervention does have an effect. It is the statement that researchers are trying to prove.
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Two types of research are:
• Quantitative research: This type focuses on numerical data and statistical analysis to test hypotheses and establish relationships between variables.
• Qualitative research: This type explores non-numerical data, such as interviews or observations, to understand experiences, perspectives, and meanings in depth.
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