Reflection on Data Management

Data management in research includes the identification of the target population and data measures, access to data sources, data collection strategies, data entry coordination, and data analysis to arrive at the final deliverable to stakeholders. Ideally, the aspect of collecting data is that the different types of data and the volume pose data management challenges (Gupta & Jain, 2011). Data from different sources result in different silos that do not align with each other. Due to the inconsistency in the different sources, data analysis is one of the areas that will require more skill development. The other area that has been challenging is the coordination of data entry since I am not familiar with tools such as EpiData, Dropbox, and TeamViewer among others. On the other hand, identifying the target population and relevant measures has not been complex for me as I rely on various sampling techniques to identify the specific population that meets the binding characteristics. Being a good communicator has also enabled me to easily access data sources since I can easily communicate with the target population and convince them to participate in the data collection. Consequently, I rely on the stated research questions and test hypotheses to decide the data collection method. 

Data management skills competency is an important knowledge throughout my education and nursing career. Some of the activities I will engage in to improve my competencies in data management include acquiring more knowledge of data analysis skills. Currently, I find it challenging to competently carry out the data analysis process without seeking assistance. Another activity, which is part of the data analysis aspect is understanding how to solve the inconsistency in data from different sources. Lastly, I will need to engage in activities that will enable me to acquire more skills in the coordination of data entry.

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ReferencesGupta, A., & Jain, R. (2011). Managing event information: Modeling, retrieval, and applications. San Rafael, Calif: Morgan & Claypool.

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