Hypothesis Testing Remote Work Productivity

In this assignment, you will interpret the results of the productivity analysis comparing remote and in-office employees across IT and Customer Service departments. Your task is to move beyond the statistical findings and examine their managerial implications. Project Resources P3-1 Hypothesis Testing.html P3-2 t-Tests.html P3-3 Analysis of Variance (ANOVA).html P3-4 Hypothesis Testing Best Practices and Applications in Business and Healthcare Administration.html P3-5 t-Tests Best Practices and Applications in Business and Healthcare Administration.html P3-6 ANOVA Best Practices and Applications in Business and Healthcare Administration.html P3-7 Hypothesis Testing Managerial Applications.html Evaluate whether productivity differs between remote and in-office employees using an independent-samples T-test in Excel. Interpret results to recommend workplace policy. Step 2: Descriptive Statistics Highlight the data You will use the Analyze Data Icon in Excel for the following. Average ‘Productivity’ by ‘Group’ Number of rows by ‘Group’ and ‘Department’ This will be pasted into Word. Select Insert Recommended Charts. Select Clustered Column (Sum of Productivity by Group and Department). This will be pasted into Word. Describe the tables and graph in Word. Generate productivity scores (1100) for 400 employees. Include four groups: 100 Remote, Department IT, 100 Remote, Department Customer Service, 100 In-Office, Department IT, 100 In-Office, Department Customer Service. Present data with three columns: Group (Remote/In-Office), Department (IT/ Customer Service), and Productivity. Download the file and save it to your computer. Complete Steps 3 and 4 using ChatGPT immediately after downloading the data. Step 3: Hypothesis Testing: T-Tests Using the free version of ChatGPT, enter the following prompt: Run T Tests H10: Mean productivity (Remote) = Mean productivity (In-Office) H11: Mean productivity (Remote) Mean productivity (In-Office) Alpha (): 0.05 H20: Mean productivity IT (Remote) = Mean productivity IT (In-Office) H21: Mean productivity IT (Remote) Mean productivity IT (In-Office) Alpha (): 0.05 H30: Mean productivity Customer Service (Remote) = Mean productivity Customer Service (In-Office) H31: Mean productivity Customer Service (Remote) Mean productivity Customer Service (In-Office) Alpha (): 0.05 H40: Mean productivity (Customer Service) = Mean productivity (IT) H41: Mean productivity (Customer Service) Mean productivity (IT) Alpha (): 0.05 Include if there are equal or unequal variances. Important Reminder: You are not permitted to ask ChatGPT to write the content. If the assignment is written by AI, a zero will be awarded, and no resubmission will be accepted. Faculty have access to Turnitin reports that assess AI Writing. The following article explains How to cite ChatGPT Create an Appendix. Copy and paste the ChatGPT output into the Word file. Copy and paste the table created by ChatGPT into Word. Label ChatGPT as the source. Write an overview of the results for each hypothesis test. Research and explain what the results mean. Note possible Type I error (rejecting H0 when true) or Type II error (failing to reject H0 when false). Step 3 should be 34 of a page in length (table not included). Cite the module readings or other sources and add them to the reference list. Do not use quotations. Ai designation Step 4: Hypothesis Testing: ANOVA Using the free version of ChatGPT, enter the following prompt: ANOVA H10: Mean productivity (Remote) = Mean productivity (In-Office) H11: Mean productivity (Remote) Mean productivity (In-Office) Alpha (): 0.05 H20: Mean productivity IT (Remote) = Mean productivity IT (In-Office) H21: Mean productivity IT (Remote) Mean productivity IT (In-Office) Alpha (): 0.05 H30: Mean productivity Customer Service (Remote) = Mean productivity Customer Service (In-Office) H31: Mean productivity Customer Service (Remote) Mean productivity Customer Service (In-Office) Alpha (): 0.05 H40: Mean productivity (Customer Service) = Mean productivity (IT) H41: Mean productivity (Customer Service) Mean productivity (IT) Alpha (): 0.05 Include if all assumptions are met. Important Reminder: You are not permitted to ask ChatGPT to write the content. If the assignment is written by AI, a zero will be awarded, and no resubmission will be accepted. Faculty have access to Turnitin reports that assess AI Writing. The following article explains How to cite ChatGPT Create an Appendix. Copy and paste the ChatGPT output into the Word file. Copy and paste the table created by ChatGPT into Word. Label ChatGPT as the source. Write an overview of the results for each hypothesis test. Research and explain what the results mean. Note possible Type I error (rejecting H0 when true) or Type II error (failing to reject H0 when false). Step 4 should be 34 of a page in length (table not included). Cite the module readings or other sources and add them to the reference list. Do not use quotations. Step 5: Managerial Implications What do the results suggest about managing productivity in remote versus in-office environments? How should managers interpret differences (or lack of differences) between IT and Customer Service employees in terms of staffing, supervision, and performance expectations? What policies, leadership practices, or organizational strategies could be informed by this analysis? (Research Required) Step 5 should be 1 1/2 pages in length. Cite the module readings and other sources and add them to the reference list. Do not use quotations. ChatGPT or other AI tools may not be used for this section of the assignment. Deliverables Excel workbook with: Raw Data and Descriptive Statistics If ChatGPT or other AI is used to create the content (other than Step 3), a zero will be awarded for it. The assignment will not be graded without the Excel file. Template Word file with the Excel charts and graphs included, along with the interpretation connecting numerical findings and visual evidence. Do not submit a PDF. Use the following APA-formatted template: MBA5008 Data Analysis 3 Template.docx to create your submission. The template is set up in APA 7: double-spacing, font, margins, headings, page breaks, APA help links.