| Literature DB >> 31632165 |
Muhammad Aamir Shafique Khan1, Du Jianguo1, Areeba Mann2, Sharjeel Saleem3, Kofi Baah Boamah1, Usman Javed4, Muhammad Usman4.
Abstract
PURPOSE: The purpose of the present study was twofold. First, this study examined the relationships of work alienation with explorative learning and exploitative learning. Second, the study tested the role of emotional exhaustion as a mediator of the relationships of work alienation with explorative learning and exploitative learning. Job Demands-Resources model was used as the underlying theoretical foundation to establish these relationships.Entities:
Keywords: Job Demands-Resources model; emotional exhaustion; exploitative learning; explorative learning; work alienation
Year: 2019 PMID: 31632165 PMCID: PMC6789178 DOI: 10.2147/PRBM.S204193
Source DB: PubMed Journal: Psychol Res Behav Manag ISSN: 1179-1578
Means And Correlations
| Construct | Means | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|---|---|---|
| 1. Work alienation | 3.59 | |||||||
| 2. Exhaustion | 3.51 | 0.36** | ||||||
| 3. Explorative learning | 2.30 | −0.38** | −0.35** | |||||
| 4. Exploitative learning | 2.52 | −0.23** | −0.27** | 0.07 | ||||
| 5. Age | 40.01 | −0.07 | 0.04 | −0.03 | −0.04 | |||
| 6. Gender | 1.15 | −0.02 | 0.04 | −0.07 | −0.04 | −0.01 | ||
| 7. Education | 1.63 | 0.06 | 0.02 | 0.01 | −0.06 | −0.07 | 0.01 | |
| 8. Experience | 8.68 | −0.09 | 0.05 | 0.01 | −0.10 | 0.83** | −0.04 | −0.06 |
Notes: n = 225. ** P <0.01 level (2-tailed). Gender: 1 = male, 2 = female. Education: 1 = undergraduate degree, 2 = master’s degree.
Reliability, Convergent Validity And Discriminant Validity
| Construct | 1 | 2 | 3 | 4 | α | CR | AVE | MSV | ASV |
|---|---|---|---|---|---|---|---|---|---|
| 1. WA | 0.90 | 0.92 | 0.61 | 0.19 | 0.15 | ||||
| 2. EE | 0.43 | 0.80 | 0.84 | 0.56 | 0.18 | 0.16 | |||
| 3. EXR | −0.44 | −0.43 | 0.87 | 0.88 | 0.59 | 0.19 | 0.13 | ||
| 4. ETT | −0.29 | −0.33 | 0.11 | 0.84 | 0.84 | 0.51 | 0.11 | 0.07 |
Note: n = 225.
Abbreviations: WA, work alienation; EE, emotional exhaustion; EXR, explorative learning; ETT, exploitative learning; MSV, maximum variance shared; ASV, average variance shared; AVE, average variance extracted, Bolded values on the diagonals of columns 2 to 5 are the square root values of AVE; CR, composite reliability; α, Cronbach alpha.
Figure 1Structural model (2) – mediation model: emotional exhaustion mediates the negative relationship between work alienation and learning.
Abbreviations: WA, work alienation; EE, emotional exhaustion; EXR, explorative learning; ETT, exploitative learning.
Direct And Indirect Effects And 95% Confidence Intervals (model 2)
| Parameter | Estimate | Lower Bounds | Upper Bounds | ||
|---|---|---|---|---|---|
| Standardized Direct Effects | |||||
| EE | <— | WA | 0.435* | 0.274 | 0.577 |
| ETT | <— | WA | −0.186 | −0.353 | 0.013 |
| EXR | <— | WA | −0.319* | −0.502 | −0.127 |
| ETT | <— | EE | −0.241* | −0.437 | −0.040 |
| EXR | <— | EE | −0.286* | −0.485 | −0.091 |
| ETT | <— EE | <—WA | −0.105* | −0.221 | −0.024 |
| EXR | <— EE | <—WA | −0.124* | −0.252 | −0.039 |
Notes: *Empirical 95% confidence interval does not overlap with zero.
Abbreviations: WA, work alienation; EE, emotional exhaustion; EXR, explorative learning; ETT, Exploitative learning.