Discuss how evidence of lack of statistical errors was found, and predict the results of each hypothesis results to the general population and with what level of error.

Results, Analysis, and Discussion Chapter 
 
Introduction 
− Quantitative Data: 200 surveys of middle management positions in the Infrastructure Sector agencies were intended but 183 responses received 
− Qualitative Data: 12 interviews of officials in top management position in the Infrastructure Sector were conducted as per the plan. 
 
 
− Start with an introductory paragraph as a reminder of the purpose of the study 
− Include the research questions, and remind the reader of why the research study was completed. 
− A discussion of what type of tests were chosen and why is presented first to remind the reader. 
− Describe the data collection instrument along with any archival databases consulted. 
 
Quantitative Data Analysis 
− Introductory paragraph 
− Present the findings, implications, and interpretations. 
− Ensure that the flow of quantitative part matches qualitative part in the findings and interpretations section 
− Use the same sub-section titles presented in the qualitative part 
− Present the result of each test in statistical format and with tables and charts in a visual manner using section titles related to each hypothesis 
 
Qualitative Data Analysis 
− Introductory paragraph 
− Results of statistical tests in numerical format 
− Ensure that the flow of quantitative part matches qualitative part in the findings and interpretations section 
− Analysis of qualitative data for patterns or themes presented based on the major themes found in the data 
− Use subsections in relation to the research topic. 
 
Questions and Hypothesis 
− Discusses measurement of variables that tested hypotheses 
− For every hypothesis, there is a sub-section title explaining the results, making it clear to the reader that findings do not support or are supported the hypothesis. 
 
Validation 
Please make-up the focus group discussion because in reality there is no focus group. You can follow the bellow assumption: 
− Focus group was conducted. 
− The focus group included 10 employees from Abu Dhabi infrastructure entities. 
− Both, qualitative and quantitative data were presented. 
− Feedback was noted where participants reflected on the research outcomes. 
 
Conclusion 
− Discuss how evidence of lack of statistical errors was found, and predict the results of each hypothesis results to the general population and with what level of error 
− A summary of the major findings concludes the findings and interpretations section with a transitional paragraph introducing the recommendations section. Improving Capabilities and Strategic Fit in Governmental Agencies: The Case of Abu Dhabi’s Government Infrastructure Sector