| Literature DB >> 32290443 |
Guadalupe Vila-Vázquez1, Carmen Castro-Casal1, Dolores Álvarez-Pérez1.
Abstract
This study explores how the quality of leader-member exchange (LMX) is associated with employees' creativity via engagement, and the moderating role of a job characteristic related to knowledge (job complexity) in this relationship. A moderated mediation model was tested on a sample of 320 employees from emergent high-tech and knowledge-based small and medium enterprises (SMEs) in Spain. The results supported an indirect influence of LMX on individual creativity through engagement. Additionally, this study found that job complexity accentuated the impact of engagement on creativity. More importantly, the findings confirmed that the intensity of the LMX-engagement-creativity relationship was moderated by job complexity. That is, the relationship was stronger when job complexity was high. Taken together, this study improves the understanding of the factors that contribute to increased employee creativity, an important outcome for high-tech and knowledge-based SMEs.Entities:
Keywords: LMX; creativity; engagement; high-tech and knowledge-based SMEs; job complexity
Year: 2020 PMID: 32290443 PMCID: PMC7215991 DOI: 10.3390/ijerph17082626
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Hypothesized model.
Descriptive statistics, correlations, and reliability coefficients.
| Variable | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 Age | 32.09 | 6.18 | ||||||||
| 2 Gender | - | - | −0.09 | |||||||
| 3 Education | 4.10 | 0.88 | 0.20 *** | 0.03 | ||||||
| 4 Tenure | 3.17 | 2.53 | 0.37 *** | −0.19 ** | 0.03 | |||||
| 5 LMX | 5.02 | 1.44 | −0.18 ** | −0.10 | −0.09 | −0.09 | (0.97) | |||
| 6 Engagement | 5.77 | 0.82 | 0.04 | 0.11 | −0.01 | −0.10 | 0.35 *** | (0.93) | ||
| 7 Job complexity | 4.81 | 1.17 | 0.12 * | −0.24 *** | 0.13 * | 0.13 * | 0.14 * | 0.29 *** | (0.93) | |
| 8 Creativity | 4.85 | 1.19 | 0.18 ** | −0.09 | 0.04 | 0.12 * | 0.07 | 0.37 *** | 0.32 *** | (0.91) |
Notes: n = 320. * p < 0.05, ** p < 0.01, *** p < 0.001. M, mean; SD, standard deviation. Values in parentheses are Cronbach’s alphas.
Overall reliability and validity of the constructs.
| LMX | Engagement | Job Complexity | Creativity | |
|---|---|---|---|---|
| LMX | CR = 0.97 | |||
| AVE = 0.78 | ||||
| Engagement | SC = 0.09 | CR = 0.85 | ||
| (0.20; 0.42) | AVE = 0.66 | |||
| Job complexity | SC = 0.02 | SC = 0.09 | CR = 0.93 | |
| (0.02; 0.27) | (0.20; 0.42) | AVE = 0.82 | ||
| Creativity | SC = 0.01 | SC = 0.16 | SC = 0.11 | CR = 0.91 |
| (−0.05; 0.20) | (0.27; 0.52) | (0.23; 0.44) | AVE = 0.72 |
Notes: AVE, average variance extracted; CR, composite reliability; SC, squared correlation.
Coefficients for the conditional process model.
| Model 1 Engagement | Model 2 Creativity | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Coeff | SE |
| LLCI | ULCI | Coeff | SE |
| LLCI | ULCI |
| Constant | −3.40 | 0.88 | <0.001 | −5.13 | −1.66 | 2.63 | 1.27 | 0.04 | 0.12 | 5.13 |
| Age | 0.67 | 0.25 | 0.01 | 0.17 | 1.17 | 0.72 | 0.36 | 0.05 | 0.01 | 1.43 |
| Gender | 0.25 | 0.09 | 0.01 | 0.07 | 0.43 | −0.17 | 0.13 | 0.21 | −0.43 | 0.10 |
| Education | −0.00 | 0.05 | 0.98 | −0.10 | 0.10 | −0.02 | 0.07 | 0.77 | −0.16 | 0.12 |
| Tenure | −0.03 | 0.02 | 0.12 | −0.06 | 0.01 | 0.03 | 0.03 | 0.22 | −0.02 | 0.08 |
| LMX | 0.22 | 0.03 | <0.001 | 0.16 | 0.28 | −0.05 | 0.05 | 0.26 | −0.14 | 0.04 |
| Engagement | 0.55 | 0.09 | <0.001 | 0.38 | 0.72 | |||||
| Job complexity | 0.18 | 0.06 | 0.001 | 0.07 | 0.30 | |||||
| Engagement X Job complexity | 0.13 | 0.06 | 0.03 | 0.01 | 0.25 | |||||
| R2 | 0.16 | 0.23 | ||||||||
|
| 12.20 | 11.50 | ||||||||
| <0.001 | <0.001 | |||||||||
Notes: n = 320; bootstrap sample size = 5000; CI = 95%. Coeff, coefficients; SE, standard error; p, p-value; LLCI and ULCI, lower and upper levels of confidence interval.
Conditional indirect effects of leader–member exchange (LMX), via engagement, on creativity at different values of job complexity.
| Job Complexity * | Indirect Effect | Boot SE | Boot LLCI | Boot ULCI |
|---|---|---|---|---|
| 3.00 | 0.07 | 0.03 | 0.01 | 0.14 |
| 4.00 | 0.10 | 0.02 | 0.05 | 0.15 |
| 5.00 | 0.13 | 0.03 | 0.08 | 0.19 |
| 5.67 | 0.14 | 0.03 | 0.09 | 0.22 |
| 6.00 | 0.15 | 0.04 | 0.10 | 0.24 |
∗ Values are for the 10th, 25th, 50th, 75th, and 90th percentiles. Notes: n = 320; bootstrap sample size = 5000. Boot SE, bootstrap standard error; Boot LLCI and Boot ULCI, bootstrap lower and upper levels of confidence interval.
Figure 2Moderating effect of job complexity on the engagement–creativity relationship.