Task Challenge and Employee Performance: A Moderated Mediation Model of Resilience and Digitalization
Abstract
:1. Introduction
2. Literature Review and Theoretical Underpinning
2.1. The Broaden-and-Build Theory
2.2. Hypothesis Development
3. Methodology
3.1. Research Instrument
3.2. Outer Model Assessment
3.3. Discriminant Validity
4. Data Analysis and Findings
Correlation and Descriptives Analysis
5. Discussion
Limitations and Future Research
6. Conclusions and Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sr. No. | Factor | Items | Estimate | CR | AVE | Cronbach’s alpha |
---|---|---|---|---|---|---|
1 | Digitalisation | DIG1 | 0.815 | 0.908 | 0.711 | 0.864 |
DIG2 | 0.868 | |||||
DIG3 | 0.892 | |||||
DIG4 | 0.794 | |||||
2 | Task challenge | TCE1 | 0.703 | 0.881 | 0.597 | 0.785 |
TCE2 | 0.815 | |||||
TCE3 | 0.815 | |||||
TCE4 | 0.809 | |||||
TCE5 | 0.713 | |||||
3 | Employee performance | EPE1 | 0.950 | 0.970 | 0.860 | 0.940 |
EPE2 | 0.960 | |||||
EPE3 | 0.970 | |||||
EPE4 | 0.860 | |||||
EPE5 | 0.890 | |||||
4 | Employee resilience | ERE1 | 0.570 | 0.836 | 0.565 | 0.735 |
ERE2 | 0.570 | |||||
ERE3 | 0.630 | |||||
ERE4 | 0.650 | |||||
ERE5 | 0.860 | |||||
ERE6 | 0.720 |
Variables | MEAN | SD | 1 | 2 | 3 | 4 |
---|---|---|---|---|---|---|
1. Digitalization | 3.700 | 0.800 | 0.760 | |||
2. Task challenge | 3.620 | 0.910 | 0.140 | 0.790 | ||
3. Employee performance | 3.200 | 1.240 | 0.150 | 0.480 | 0.930 | |
4. Employee resilience | 3.450 | 0.980 | 0.180 | 0.610 | 0.390 | 0.820 |
Variables | 1 | 2 | 3 | 4 |
---|---|---|---|---|
1. Digitalization | ||||
2. Task challenge | 0.190 | |||
3. Employee performance | 0.216 | 0.564 | ||
4. Employee resilience | 0.182 | 0.618 | 0.388 |
Variable Name | Mean | SD | 1 | 2 | 3 | 4 |
---|---|---|---|---|---|---|
1. Digitalization | 2.36 | 0.61 | 1 | |||
2. Employee resilience | 1.84 | 0.46 | 0.328 ** | 1 | ||
3. Task challenge | 1.89 | 0.57 | 0.303 ** | 0.548 ** | 1 | |
4. Employee performance | 2.32 | 0.70 | 0.323 ** | 0.364 ** | 0.356 ** | 1 |
Variables | Employee Resilience (M1) | Employee Performance (M2) |
---|---|---|
Task challenge | 0.429 ** | 0.214 ** |
ER | - | 0.280 * |
Digitalisation | - | 0.223 ** |
Nationality | −0.120 | 0.005 |
Gender | −0.068 | −0.008 |
Age | −0.007 | 0.039 |
Qualification | −0.008 | 0.039 |
Teaching grade | 0.012 | 0.039 |
Experience | −0.016 | −0.008 |
Teaching subject | −0.006 | −0.045 |
R2 | 0.311 * | 0.238 * |
Indirect effect (Task challenge–employee resilience–employee performance) | ||
Effect size | 0.120 | |
Bootstrap SE | 0.042 | |
LLCI | 0.039 | |
ULCI | 0.206 |
Variables | Employee Resilience (M1) | Employee Performance (M2) | ||
---|---|---|---|---|
Task challenge | 0.0174 | 0.253 ** | ||
ER | - | 0.344 ** | ||
Digitalisation | 0.037 | 0.223 ** | ||
TC x digitalisation | 0.089 * | - | ||
Nationality | −0.149 | 0.099 | ||
Gender | −0.057 | −0.235 ** | ||
Age | −0.012 | −0.037 | ||
Qualification | −0.015 | 0.223 ** | ||
Teaching grade | −0.004 | −0.061 | ||
Experience | −0.004 | −0.073 | ||
Teaching subject | −0.004 | 0.187 | ||
R2 | 0.343 ** | 0.207 ** | ||
Effect size | Bootstrap SE | LLCI | ULCI | |
Conditional indirect effect of perceived task challenge on employee resilience | ||||
−1 SD | 0.035 | 0.050 | 0.191 | |
Mean | 0.036 | 0.058 | 0.204 | |
+SD | 0.047 | 0.067 | 0.251 | |
Index of moderated mediation | ||||
Digitalization | 0.0240 | −0.0127 | 0.0834 |
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Saleem, I.; Qureshi, T.M.; Verma, A. Task Challenge and Employee Performance: A Moderated Mediation Model of Resilience and Digitalization. Behav. Sci. 2023, 13, 119. https://doi.org/10.3390/bs13020119
Saleem I, Qureshi TM, Verma A. Task Challenge and Employee Performance: A Moderated Mediation Model of Resilience and Digitalization. Behavioral Sciences. 2023; 13(2):119. https://doi.org/10.3390/bs13020119
Chicago/Turabian StyleSaleem, Irfan, Tahir Masood Qureshi, and Amitabh Verma. 2023. "Task Challenge and Employee Performance: A Moderated Mediation Model of Resilience and Digitalization" Behavioral Sciences 13, no. 2: 119. https://doi.org/10.3390/bs13020119
APA StyleSaleem, I., Qureshi, T. M., & Verma, A. (2023). Task Challenge and Employee Performance: A Moderated Mediation Model of Resilience and Digitalization. Behavioral Sciences, 13(2), 119. https://doi.org/10.3390/bs13020119