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A recent survey of the clerical employees of a large financi…

Posted byAnonymous January 23, 2026January 23, 2026

Questions

A recent survey оf the clericаl emplоyees оf а lаrge financial organization included questions related to employee satisfaction with their supervisors.  Data were generated from the individual employee response to the items on the survey questionnaire.The data were collected in 30 departments selected at random from the organization  (top 5 values shown below). The resulting data consist of 30 observations on seven variables, one observation for each department. Department_ID Job_Satisfaction Supervisor_Support Workload_Fairness Compensation_Satisfaction Work_Life_Balance Career_Growth Overall_Satisfaction 1 3.8 4.1 3.8 3.2 4.6 4.8 3.7 2 3.2 3.3 3.5 4.4 4.8 3.5 3.2 3 4.5 4.6 4.7 4.5 3.6 3.3 4.8 4 4.3 4.9 3.7 4.1 3.2 4 4.8 5 3.4 3.3 3.6 4.5 3.5 5 3.5 Regression Equation Overall_Satisfaction = -1.027 + 0.143 Job_Satisfaction + 0.866 Supervisor_Support + 0.1207 Workload_Fairness + 0.1214 Compensation_Satisfaction - 0.0039 Work_Life_Balance Coefficients Term Coef SE Coef T-Value P-Value VIF Constant -1.027 0.430 -2.39 0.025   Job_Satisfaction 0.143 0.114 1.26 0.220 7.85 Supervisor_Support 0.866 0.108 7.99 0.000 9.02 Workload_Fairness 0.1207 0.0484 2.49 0.020 1.37 Compensation_Satisfaction 0.1214 0.0496 2.45 0.022 1.32 Work_Life_Balance -0.0039 0.0430 -0.09 0.929 1.03 Model Summary S R-sq R-sq(adj) R-sq(pred) 0.134075 96.46% 95.72% 94.64% Refer to the tables above to check if the "workload fairness" is a significant predictor for employee satisfaction. Use a significance level of 5%.

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Tags: Accounting, Basic, qmb,

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