In this activity, I had a clearer idea of how quantitative research designs are categorized based on their  experimental nature and timing. Creating a visual guide to map non-experimental, pre-experimental, quasi-experimental, and true experimental designs helped me to identify key differences in how each design manipulates variables, uses control, and uses randomisation. Through the use of examples, I was able to place each design in the context of real health research scenarios, which strengthened both my conceptual knowledge and my ability for theoretical application,  illustrating my development in Scholarship.

Operating with distinctions between cross-sectional and longitudinal design and retrospective and prospective studies made me understand how time impacts data gathering, interpretation, and validity. This enlightened me to the ways research design choices influence the validity of results and their applicability to evidence-based practice.

This activity also improved my Systems Thinking as I grew to value the interconnectedness of the research process, the way variable manipulation, control, and timing all work together to impact the findings and validity of a study. I began to see quantitative research not as a series of isolated techniques but as an integrated system in which each design plays a particular role in the larger research strategy.

Overall, this task improved my ability to critically evaluate research, connect ideas together, and understand how methodological decisions fit into the wider health research context. It brought together my ability for logical thinking and solving problems from a variety of perspectives, essential qualities for any future health researcher.

I learned from this activity how to differentiate between various qualitative research designs and how each of them is used for corresponding research questions and settings. By a review of six journal articles' abstracts, I was able to determine the broadest research question, discover the design category and subcategory, and describe why it was suitable for the study. This deepened my Scholarship because it required the application of theoretical knowledge about qualitative methods (such as grounded theory, phenomenology, ethnography, case study, and narrative design) to real research examples. I came to appreciate better that qualitative research explores human experience, social meaning, and contextual reality, allowing me to critically appraise research methods and interpret qualitative results more effectively.

My Systems Thinking improved because I understood that research design, data collection, analysis, and context interact as interdependent elements of the research process. I came to understand that design choice is not simply a technical activity but a choice affecting how data are interpreted and conclusions construct generalizable knowledge regarding health systems. Understanding how each study's design reflected its aim, whether in looking at perceptions, experience, or conceptual schemata, enabled me to see the intersection of research design, human action, and systemic forces in health care.

In general, this exercise enhanced my integrative and analytical thinking to be able to engage in qualitative research with a better understanding of its complexity, coherence, and utility in understanding lived experiences in health systems.

I thoroughly enjoyed working on this essay and learning about the medical and ethical past of Depo-Provera. The process allowed me to explore deeply into questions of power, race, and reproductive justice in medicine, ones that were both intellectually engaging to me and socially relevant. Through this exercise, I learned to think and write more critically by breaking down the process of creating an ethical argument into three broad categories: the hook, context, and thesis statement. Creating an engaging hook taught me how to introduce deeper ethical issues in a way that is not only interesting but also academic. Contextualizing entailed researching and codifying relevant terms such as biopolitics, medical paternalism, and racial capitalism, widening my understanding of how ethics are constructed by structural and historical forces.

Developing my thesis statement was an exercise in Scholarship as it forced me to integrate information, evaluate evidence, and form a clear, cogent position. Doing so helped me hone my writing at the academic level, critical thinking, and ability to make a rational ethical argument. As a task, I enjoyed this because it combined critical research and creative academic writing and allowed me to apply ethical theory in addressing real-world healthcare issues.

Through this exercise, I gained so much more about sampling and participant recruitment in research, not just as technical processes, but as ethical, rational, and context-aware decisions. I understood that participant selection means balancing methodological rigor with practical and ethical considerations such as accessibility, representativeness, and confidentiality.

This activity strengthened my Scholarship because it permitted me to connect theoretical concepts of sampling methods (purposive, systematic random, stratified, and snowball sampling) to actual health research contexts. Understanding when and why each would be necessary increased my ability to critically evaluate research designs and recognize the effect of sampling on validity, representativeness, and bias. By explaining my thinking on each question, I improved higher level scholarship thinking and an improved foundation for performing ethical and sound methods research.

I also developed Systems Thinking better by realizing how participant recruitment intersects with other components of the research process, from ethics clearance to data analysis and interpretation. I was able to appreciate how the seemingly small decisions during the sampling process can impact the entire system of a study, including its feasibility, inclusivity, and credulity. The activity made me appreciate the complexity of research as a system where ethical, logistical, and analytical considerations must all converge to provide credible findings.

Finally, I honed my Responsive Decision-Making by evaluating real research limitations, such as time limitation, limited participant availability, and collaboration with the hospital. I learned being adaptable in my methods (for instance, switching from purposive to snowball sampling if access was difficult) without sacrificing ethics. This brought back the lesson on flexibility, awareness of ethics, and pragmatism in research design.

Overall, this exercise allowed me to act like a researcher, systematic and adaptive, in establishing the scholarly, systemic, and responsive skillset necessary for high-quality health research.