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Please reply to your peer’s post in 100-150 words and include one reference. Research methods require clear knowledge of how independent variables differ from dependent and extraneous variables. The independent variable represents a factor that researchers adjust to examine its impact on the dependent variable, which serves as the measured outcome or result under investigation (Polit & Beck, 2020). Extraneous variables are factors not deliberately examined, yet they influence outcomes, thereby confounding results, making it hard to determine the effects of the independent variable alone (Polit & Beck, 2020). Research studies utilize multiple techniques to manage the influence of extraneous variables. Randomization is a fundamental technique that assigns research subjects to experimental or control groups through random allocation to balance out possible extraneous variables (Creswell & Creswell, 2018). Researchers use matching to distribute participants with comparable characteristics such as age, gender, and medical history evenly across study groups to reduce variability. The research conducted by Janapala and colleagues (2019) demonstrated how continuous glucose monitoring affected glycemic control using randomization and specific eligibility criteria to handle extraneous variables. Through randomization and strict eligibility criteria, Janapala et al. (2019) controlled extraneous variables such as participant age, diabetes duration, and medication usage while examining the impact of continuous glucose monitoring on glycemic control. This methodology allowed researchers to accurately link glycemic outcome differences to continuous glucose monitoring instead of factors that were not controlled. For research findings to remain valid and reliable, researchers must control extraneous variables. References Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications. Janapala, R. N., et al. (2019). Continuous glucose monitoring versus self-monitoring of blood glucose in type 2 diabetes mellitus: A systematic review with meta-analysis. Cureus, 11(9), e5634. https://doi.org/10.7759/cureus.5634 Polit, D. F., & Beck, C. T. (2020). Essentials of nursing research: Appraising evidence for nursing practice (10th ed.). Wolters Kluwer.

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