- D/618/7406 Unit 5: Challenges of IT Security in Modern Organizations – Risks, Solutions & Best Practices
- HSC Level 2/3 Unit 012 Assignment: Care Worker Responsibilities and Ways of Working
- CIPD Level 5HR03 Assignment: Understanding Reward Approaches and Their Impact on Performance and Contribution
- CIPD level 5HR02 Assignment: Talent Management and Workforce Planning Unit Guide
- Level 3 D/615/3823 Assignment: Regulation, Protection, and Collaborative Practice in Health and Social Care
- PGM216D Assignment: Bicycle Store Sales Management Application
- MATH6033 Assignment: Epidemiological Investigation of Cardiovascular Health and Tea Consumption Risks
- EH6147 Assingment: Stakeholder Analysis for Quality Improvement in Hand Hygiene Compliance
- Assignment: Investigation of Solution Concentration Through Standard Preparation, Titration, and Colorimetry Techniques
- MATH6033 Assignment: Cardiovascular Risk and Tea Drinking: Epidemiological Analyses
- CIPD level 3 3CO03 Assignment: Core behaviours for people professionals
- DAC4B1: Personal development in adult care settings
- Unit 19 Research Project Assignment 1: Impact of Corporate Social Responsibility on Business Success & Community Wellness
- EG5022 Assignment: Georeferencing and Accuracy Assessment of a Quarry 3D Model Using Photogrammetric GCPs
- Assignment: Financial Performance and Strategic Analysis of a UK Listed Company: A CORE Evaluation and Reflective Review
- 5CNMN002W Assignment: Advanced measurement- Major measurement taking off
- K/650/2298 Level 3 Understanding Roles, Responsibilities, and Effective Partnerships in Health and Social Care
- Understanding Information and Knowledge Management in the Workplace: A Briefing for HR Professionals
- HRM7010D Strategic Use of People Analytics in Enhancing Organisational Value and Agility
- TOWN1060 Urban Planning in the UK History Sustainable Design and Future City Development
Explain what additional information the researcher can obtain from the output of the multiple regression analysis: Applied Quantitative Methods Assignment, MMU, UK
| University | Manchester Metropolitan University (MMU) |
| Subject | Applied Quantitative Methods |
Question 4.
This question concerns the results of a study on employee job performance. The researcher wanted to find out whether self-reported work stress, motivation, and amount of training undertaken, predicted job performance. All variables were measured on a continuous scale, where a higher score represents more stress, more motivation, a larger amount of training, and better performance.
The data were analyzed using Pearson correlation and simultaneous multiple regression using SPSS, and parts of the output are provided following the questions. Please answer these questions based on the information shown from the output.
- a) Explain what additional information the researcher can obtain from the output of the multiple regression analysis, rather than just relying on computing a correlation matrix between these variables. You can refer to elements of the output to support your answer.
- b) Explain what the information about the standardized beta weights and the t-tests provided in the coefficients table tells us about the predictors. Briefly compare the predictors in terms of strength and significance.
- c) Referring to the logic of multiple regression analysis and what is shown in the correlation matrix, explain how it can happen that predictors which are significantly correlated with performance in the correlation matrix are not significant predictors in the regression model.
Are You Looking for Answer of This Assignment or Essay
Answer
