Developing a Plan for Sampling and Data Collection

Developing a Plan for Sampling and Data Collection Student’s Name Institution Course # and Name Professor’s Name Submission Date Developing a Plan for Sampling and Data Collection Sampling ensures that the research is plausible and effective since it is a subset that represents the population when collecting data. Sampling techniques ensure that a researcher selects a sample that aligns with the research objectives and purpose. This paper aims to identify the target population in the research. It analyzes how the researcher will collect data and the means they will use. The essay also examines the rationale behind selecting between probability and non-probability methods. It evaluates whether the sample size will be sufficient for parametric procedures. Therefore, the essay analyzes the rationale for selecting the sample and the steps in executing data collection. Target Population Identification The target population in the study includes students in grades 7-12 in the urban district school. The target population's specific attributes are relevant to the research inquiry; hence, one can use the findings to understand the reasons for the decline in standardized test scores. The researcher focuses on a specific segment that is significant to the research and provides insights. The target population aligns with the scope and objectives of the research as it enables one to tailor their methods and approaches in the research (Willie, 2024). Thus, the target population enhances the applicability and relevance of the research findings and conclusion. The research will include male and female students to ensure the data is inclusive. The data will include the students' mathematics, English, and geography performance. The archival data will be kept within two years to ensure the data is comprehensive, current, and relevant. The research intends to collect archival data through online databases and physically after obtaining permission from the relevant authority. The data will entail external factors like funding reports, curriculum implementation, and teaching methods and compare them with the student's performance. The researcher will collect the data from the urban district school. The data will entail the performance of the grades 7-12 students in standardized test scores. Therefore, the inclusive target population supports the findings' generalizability, as it would be possible to replicate the inferences in future studies conducted in similar settings. Sampling Technique The researcher will...