Data Collection Reflection
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Policy Research Project: Data Collection Reflection
Ashley N. Johnson
University of Phoenix MPA/543
Dr. Jarrod Sadulski
December 5, 2023
Gathering data for research can be an insightful yet challenging experience. Reflecting on my own experience, I found that the planned methods of data collection were generally effective, but some adjustments were necessary along the way. Initially, I outlined a set of methods to collect data, such as conducting surveys, interviews, and reviewing existing literature. These methods helped me gather a diverse range of perspectives and information relevant to my research topic. However, as I progressed, I realized that relying solely on these methods would not provide me with a comprehensive understanding of the subject. Therefore, I decided to incorporate additional methods, such as analyzing statistical data and conducting experiments, to obtain a more holistic view.
When considering biases or errors in the collected data, it is crucial to be mindful of their potential presence. Various biases, such as selection bias or confirmation bias, can inadvertently impact the data and skew the findings. Additionally, errors may arise due to data entry mistakes or faulty measurement tools. To minimize these issues, I made conscious efforts to employ random sampling techniques and ensure the reliability and validity of measurement instruments. By carefully designing my research methodology, I aimed to mitigate potential biases and errors to the best of my ability.
Data collection also comes with its fair share of challenges. One common challenge is acquiring access to the desired population or obtaining a representative sample. To overcome this, I employed various recruitment strategies and reached out to diverse sources to increase
the inclusivity of my sample. Another challenge is maintaining participant engagement and motivation throughout the data collection process. To address this, I provided clear instructions, established rapport, and offered incentives when appropriate.
Furthermore, data collection can be time-consuming and resource-intensive. It requires meticulous planning, organization, and coordination. To overcome these challenges, I created a detailed timeline, utilized technology to streamline the process, and sought assistance from colleagues or research participants when needed.
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