“Enhancing Research Practices through Peer Review: Reflection and Strategies for Improving Sampling and Analysis Approaches”

Response needed for the peer post below:
What did I learn from having to review another person’s paper?  
Siau et al. (2022) study emphasizes the importance of peer review in academia, where external experts provide unbiased critique and advise on suitability for publication. Good peer reviewers possess expertise, timeliness, good communication, professionalism, empathy, thoroughness, intuition, and the ability to maximize a paper’s potential. Reviewing another person’s paper gave me insights into different research methodologies, approaches, and writing styles. It allowed me to see how others structure their research questions, methods, and analyses, which broadened my understanding of research practices. Additionally, providing feedback on areas of improvement helped me to critically evaluate research papers and identify strengths and weaknesses in research design and presentation (Marshall, 2020).
How can I strengthen my approach through sampling and analysis approaches?
To strengthen my approach through sampling and analysis approaches, I consider the following:
Sampling: I can ensure that my sampling strategy is comprehensive and representative of the target population by employing various sampling methods, such as random sampling, stratified sampling, or convenience sampling. Spolarich (2023) study emphasizes the importance of accurate sampling in research design, including using different methods for sample selection and defining participant characteristics. It also reviews common sampling considerations and errors. Additionally, I can refine my inclusion criteria to ensure that the selected sample effectively addresses the research question and enhances the generalizability of the findings.
Analysis: I can strengthen my analysis approach by integrating quantitative and qualitative methods to understand the research topic comprehensively. According to the Setia & Panda (2017) study, one of the critical areas in the methods section that cannot be emphasized enough is the sampling strategy and a formal sample size estimation. With a legitimate sample size, the conclusions based on the statistical analysis would be valid. Therefore, proper research analysis is crucial to the validity of the study’s conclusions. This may involve employing appropriate statistical techniques for quantitative data analysis and using rigorous