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Homework answers / question archive / Prepare this assignment according to the guidelines found in the APA Style Guide

Prepare this assignment according to the guidelines found in the APA Style Guide


Prepare this assignment according to the guidelines found in the APA Style Guide. An abstract is required. Sampling refers to the process of selecting subjects to be examined during the research process (Luborsky and Rubinstein, 1995). The process is influential when determining the correctness of data to be collected. Presently, researchers have to select an appropriate method from a wide range of options. However, a strong research design involves an attempt to incorporate multiple sampling strategies. In addition, it will involve an iterative sampling approach. The technique involves alternating between sampling and analyzing the collected data.

The sample size is one of the most important considerations in the research process. The aim is to continue conducting the research until the researchers reach a point of saturation or information redundancy. As a result, researchers have to ensure that sampling and analysis are conducted at the same time (Luborsky and Rubinstein, 1995).

Qualitative research should be used when the sample size is relatively small. An excessively large sample is also undesirable because it would undermine the research process by making it difficult to conduct a thorough analysis of the information. In addition, it is important to ensure that the nature of the sample is determined by the needs of the research as opposed to any personal views of the researcher (Luborsky and Rubinstein, 1995). Consequently, a collaborative approach in selecting the appropriate research methodology may be more effective.

The type of data collected should determine the type of research. The data used in qualitative research is different from a quantitative research approach. The former involves rigorous and scientific data while the latter focuses on contextual and detailed data (Glaser and Laudel, 2013). As a result, qualitative research should be used when the research needs to focus on the context and details of the research problem. Qualitative research is inappropriate when the data involves large numbers because the researcher needs to make deductions.&nbsp.

However, the data should represent actual observations as opposed to personal conclusions. A different researcher should be able to collect similar data if he or she follows the same steps outlined in the research process. In addition, the data should be verified.

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