please to do an introduction, background,research hypothesis, rational or purpose of the study, you had already generated the qualitative questionnaire aim and objectives, significance, proposed methodology literature reviewethical consideration data anal and research problem that should be identifiable in the literature review as well as please indicate relevant scholarly cites Research Design

Thematic analysis examines and analyzes patterned meaning across datasets, including data coding, topic generation, review, definition, and naming before they are recorded. (Braun et al., 2006).

Research Instrument: Questionnaires with open-ended questions

Data collection Techniques: Semi- Structure Interviews

Topic : An analysis of the work of the Statistical Institute of Jamaica as it impacts national statistical data on its Citizens

Research Questions 1. How effective are the techniques used to gather and analyze data?

2. What challenges are encountered during data collection analysis and publication? how did they impact the accuracy of the data?

3. What procedures are in place to guarantee the accuracy and quality of data collection?

4. What policies are in place to protect the privacy of personal data collected from Jamaican citizens?

Research Problem Lessening the challenges encountered in the realm of data collection and publication is achieved through good preparation. With the proper measures in place, inconsistent data collection and late publication of national statistics will be eliminated. Quality is where trust-building begins. Data and statistics are developing swiftly due to the advent of new approaches and complex datasets. Although it is more challenging to assess quality as data become more complex, it is now more important than ever to provide high-quality statistics. Each employee of the institution is responsible for creating high-quality statistics for the institute's financial success and the improvement of Jamaican citizens. Data Principles - Office for National Statistics. (n.d.-b).