| Literature DB >> 31493339 |
Hidehiko Adachi1, Yuki Sekiya1, Kotaro Imamura1, Kazuhiro Watanabe1, Norito Kawakami1.
Abstract
OBJECTIVES: The aim of this study was to investigate the effect of a training program for managers on their management competencies and work engagement of their subordinate workers and to investigate the mediating effect of management competencies on the subordinate work environment.Entities:
Keywords: management competency; multilevel analysis; training program for managers; work engagement
Mesh:
Year: 2019 PMID: 31493339 PMCID: PMC6970398 DOI: 10.1002/1348-9585.12085
Source DB: PubMed Journal: J Occup Health ISSN: 1341-9145 Impact factor: 2.708
Figure 1Participants flow chart for managers and subordinates. The figure presents the flow chart for managers and subordinate workers at the baseline and at the final analysis
Baseline demographic characteristics of managers and subordinates
| Variables | Baseline (n = 95) | For analysis (n = 53) |
| ||
|---|---|---|---|---|---|
| n | % | n | % | ||
| Managers | |||||
| Gender | .548 | ||||
| Male | 93 | 97.9 | 51 | 96.2 | |
| Female | 2 | 2.1 | 2 | 3.8 | |
| Age | .433 | ||||
| 35‐39 | 4 | 4.2 | 3 | 5.7 | |
| 40‐44 | 39 | 41.1 | 24 | 45.3 | |
| 45‐49 | 47 | 49.5 | 26 | 49.1 | |
| 50‐60 | 5 | 5.3 | 0 | 0 | |
The table presents demographic information of managers and subordinates, such as gender and age.
Changes in management practices between baseline and 1‐mo follow‐up among managers (n = 53) who participated in the training on UK Health and Safety Executive Management Competencies for Preventing Stress among Workers
| Area | Sub‐competencies | Number of items | Score range | Baseline | 1‐mo follow‐up |
|
Effect size Cohen's | ||
|---|---|---|---|---|---|---|---|---|---|
| Mean | SD | Mean | SD | ||||||
| 1 | Integrity | 5 | 5‐25 | 18.2 | 1.7 | 18.7 | 1.7 | .020 | 0.33 |
| Managing emotions | 6 | 6‐30 | 22.3 | 2.6 | 22.8 | 2.2 | .100 | 0.23 | |
| Considerate approach | 6 | 6‐30 | 22.0 | 2.8 | 22.9 | 2.8 | .028 | 0.31 | |
| 2 | Proactive work management | 9 | 9‐45 | 32.8 | 3.7 | 34.0 | 3.6 | .008 | 0.38 |
| Problem solving | 4 | 4‐20 | 15.4 | 1.9 | 15.9 | 1.8 | .011 | 0.37 | |
| Participative/empowering | 9 | 9‐45 | 32.6 | 3.5 | 33.5 | 3.5 | .045 | 0.28 | |
| 3 | Personally accessible | 4 | 4‐20 | 15.3 | 2.0 | 15.4 | 1.9 | .402 | 0.12 |
| Sociable | 3 | 3‐15 | 10.0 | 1.5 | 10.3 | 1.8 | .098 | 0.23 | |
| Empathetic engagement | 8 | 8‐40 | 29.5 | 3.1 | 30.4 | 3.3 | .016 | 0.34 | |
| 4 | Managing conflict | 5 | 5‐25 | 19.5 | 2.2 | 19.7 | 1.9 | .379 | 0.12 |
| Use of organizational resources | 3 | 3‐15 | 10.3 | 2.1 | 10.8 | 2.1 | .086 | 0.24 | |
| Taking responsibility for resolving issues | 4 | 4‐20 | 15.8 | 1.7 | 16.1 | 1.8 | .133 | 0.21 | |
The table presents means and standard deviations for sub‐competencies of Stress management competency indicator tool at the baseline and 1‐mo follow‐up. Significant improvement was indicated for 6 of 12 sub‐competencies, including integrity, considerate approach, proactive work management, problem‐solving, participative/empowering, and empathetic engagement. P‐values and values of Cohen's d are also presented. Area 1: Being respectful and responsible, Area 2: Managing and communicating existing and future work, Area 3: Managing the individual within the team, Area 4: Reasoning/managing difficult situations.
The effects of changes in different aspects of management practices on the change in subordinate workers’ work engagement
| Independent variable | Model 2 (crude) | Model 3 (adjusted) | |||||
|---|---|---|---|---|---|---|---|
| Fixed effect | SE |
| Fixed effect | SE |
| ||
| Integrity | Intercept | 0.01 | 0.03 | .794 | −0.12 | 0.53 | .821 |
| Change | 0.05 | 0.02 | .030 | 0.05 | 0.02 | .027 | |
| Random intercept | 0.01 | 0.01 | .233 | 0.01 | 0.01 | .275 | |
| Considerate approach | Intercept | 0.03 | 0.03 | .407 | 0.01 | 0.56 | .979 |
| Change | 0.01 | 0.01 | .325 | 0.01 | 0.01 | .301 | |
| Random intercept | 0.01 | 0.01 | .155 | 0.01 | 0.01 | .174 | |
| Proactive work management | Intercept | 0.02 | 0.03 | .509 | −0.06 | 0.57 | .921 |
| Change | 0.01 | 0.01 | .330 | 0.01 | 0.01 | .403 | |
| Random intercept | 0.01 | 0.01 | .106 | 0.01 | 0.01 | .127 | |
| Problem solving | Intercept | 0.02 | 0.03 | .514 | −0.09 | 0.54 | .868 |
| Change | 0.03 | 0.02 | .090 | 0.03 | 0.02 | .134 | |
| Random intercept | 0.01 | 0.01 | .207 | 0.01 | 0.01 | .225 | |
| Participative/empowering | Intercept | 0.03 | 0.03 | .352 | −0.04 | 0.56 | .938 |
| Change | 0.01 | 0.01 | .479 | 0.01 | 0.01 | .513 | |
| Random intercept | 0.01 | 0.01 | .129 | 0.01 | 0.01 | .149 | |
| Empathetic engagement | Intercept | 0.03 | 0.03 | .404 | −0.04 | 0.56 | .940 |
| Change | 0.01 | 0.01 | .437 | 0.01 | 0.01 | .474 | |
| Random intercept | 0.01 | 0.01 | .151 | 0.01 | 0.01 | .171 | |
The table presents values of fixed effect, SE, and P‐value obtained from multilevel linear regression analyses with random intercepts and fixed slopes. In those analyses, three models were estimated: an unconditional model (Model 1), a crude conditional model (Model 2), and an adjusted conditional model (Model 3).
Models were adjusted for supervisors’ gender and age and for subordinates’ gender and age groups.
Subgroup analyses: the effects of changes in different aspects of management practices on the change in subordinate workers’ work engagement
| Independent variable | Model 2 (crude) | Model 3 (adjusted) | ||||||
|---|---|---|---|---|---|---|---|---|
| Fixed effect | SE |
| Fixed effect | SE |
| |||
| Same gender manager‐subordinate pair (50 managers, 199 subordinates) | Integrity | Intercept | 0.00 | 0.05 | .947 | 0.01 | 0.81 | .993 |
| Change | 0.03 | 0.04 | .473 | 0.03 | 0.04 | .459 | ||
| Random intercept | 0.03 | 0.02 | .256 | 0.03 | 0.03 | .199 | ||
| Considerate approach | Intercept | −0.01 | 0.05 | .881 | 0.18 | 0.80 | .823 | |
| Change | 0.02 | 0.02 | .227 | 0.02 | 0.02 | .227 | ||
| Random intercept | 0.02 | 0.02 | .273 | 0.03 | 0.02 | .213 | ||
| Proactive work management | Intercept | −0.02 | 0.05 | .696 | 0.07 | 0.81 | .933 | |
| Change | 0.03 | 0.02 | .112 | 0.03 | 0.02 | .113 | ||
| Random intercept | 0.03 | 0.02 | .201 | 0.04 | 0.03 | .159 | ||
| Problem solving | Intercept | 0.01 | 0.05 | .907 | 0.04 | 0.81 | .964 | |
| Change | 0.01 | 0.03 | .729 | 0.01 | 0.03 | .744 | ||
| Random intercept | 0.03 | 0.02 | .253 | 0.03 | 0.03 | .198 | ||
| Participative/empowering | Intercept | −0.01 | 0.05 | .856 | 0.01 | 0.80 | .995 | |
| Change | 0.02 | 0.01 | .176 | 0.02 | 0.02 | .179 | ||
| Random intercept | 0.03 | 0.02 | .242 | 0.03 | 0.03 | .188 | ||
| Empathetic engagement | Intercept | 0.00 | 0.05 | .982 | 0.07 | 0.81 | .936 | |
| Change | 0.01 | 0.02 | .482 | 0.01 | 0.02 | .463 | ||
| Random intercept | 0.03 | 0.02 | .235 | 0.03 | 0.03 | .183 | ||
| Different gender manager‐subordinate pair (47 managers, 266 subordinates) | Integrity | Intercept | 0.02 | 0.04 | .520 | −0.18 | 0.66 | .781 |
| Change | 0.09 | 0.03 | .003 | 0.08 | 0.03 | .006 | ||
| Random intercept | 0 | 0 | — | 0 | 0 | — | ||
| Considerate approach | Intercept | 0.06 | 0.04 | .154 | −0.16 | 0.75 | .835 | |
| Change | 0.01 | 0.01 | .607 | 0.01 | 0.01 | .700 | ||
| Random intercept | 0.01 | 0.01 | .419 | 0.01 | 0.01 | .508 | ||
| Proactive work management | Intercept | 0.06 | 0.04 | .134 | −0.18 | 0.74 | .808 | |
| Change | 0.00 | 0.01 | .929 | 0.00 | 0.01 | .754 | ||
| Random intercept | 0.01 | 0.01 | .399 | 0.01 | 0.01 | .537 | ||
| Problem solving | Intercept | 0.05 | 0.03 | .130 | −0.04 | 0.68 | .949 | |
| Change | 0.06 | 0.02 | .006 | 0.05 | 0.02 | .043 | ||
| Random intercept | 0 | 0 | — | 0.00 | 0.01 | .957 | ||
| Participative/empowering | Intercept | 0.06 | 0.04 | .114 | −0.28 | 0.74 | .709 | |
| Change | 0.00 | 0.01 | .934 | −0.01 | 0.01 | .627 | ||
| Random intercept | 0.01 | 0.01 | .378 | 0.01 | 0.01 | .522 | ||
| Empathetic engagement | Intercept | 0.05 | 0.04 | .194 | −0.16 | 0.74 | .829 | |
| Change | 0.01 | 0.02 | .402 | 0.01 | 0.02 | .575 | ||
| Random intercept | 0.01 | 0.01 | .475 | 0.01 | 0.01 | .537 | ||
The table presents the coefficients of fixed effect, SE and P‐value obtained from the subgroup analyses with random intercepts and fixed slopes. In those analyses, subordinate participants were stratified depending on whether their gender was the same as or opposite from that of their managers. Three models were estimated in each analysis, as presented in Table 3: an unconditional model (Model 1), a crude conditional model (Model 2), and an adjusted conditional model (Model 3).
Models were adjusted for managers’ gender and age and for subordinates’ gender and age groups.
Because those values of coefficient were too small, P‐values could not be calculated.