Submitted:
22 July 2024
Posted:
24 July 2024
Read the latest preprint version here
Abstract
Keywords:
1. Introduction
2. Materials and Methods
Ethics Statement
Sample
The Greek Version of COPSOQ III
Statistical Analyses
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Feature | |||
|---|---|---|---|
| Category | Frequency | Percentage | |
| Gender | Male | 1105 | 50.5 |
| Female | 1084 | 49.5 | |
| Age groups | up to 24 | 693 | 31.7 |
| 25-34 | 377 | 17.2 | |
| 35-44 | 673 | 30.7 | |
| 45-54 | 376 | 17.2 | |
| 55 and more | 70 | 3.2 | |
| Supervisor | no (jobs with no supervisors) | 384 | 17.5 |
| Yes | 470 | 21.5 | |
| no (jobs with supervisors) | 1335 | 61.0 | |
| Interface with external clients | No, never | 923 | 42.2 |
| Yes, less than 1 time per day (on average) | 103 | 4.7 | |
| Yes, 1 to 5 times per day (on average) | 151 | 6.9 | |
| Yes, 6 to 14 times per day (on average) | 233 | 10.6 | |
| Yes, 15 or more times per day (average) | 779 | 35.6 | |
| Sector | Public | 954 | 43.6 |
| Private | 1235 | 56.4 | |
| Profession | Admin, leading | 336 | 15.3 |
| Tech, leading | 190 | 8.7 | |
| Workers | 202 | 9.2 | |
| Tech: engineers | 56 | 2.6 | |
| Tech: technicians | 274 | 12.5 | |
| Admin, not leading | 567 | 25.9 | |
| Tech, not leading | 97 | 4.4 | |
| Other prof. | 467 | 21.3 | |
| Scale | N | a | ICC | M | SD | Floor Effect (%) | Ceiling Effect (%) |
|---|---|---|---|---|---|---|---|
| Burnout | 5 | 0.73 | 0.32 | 43.64 | 26.71 | 12.41 | 5.24 |
| Bullying | 2 | 0.94 | 0.87 | 13.47 | 20.52 | 61.06 | 1.1 |
| Bullying from Customers (External) | 9 | 0.96 | 0.68 | 64.87 | 38.96 | 16.33 | 46.34 |
| Role Clarity | 3 | 0.81 | 0.53 | 20.1 | 21.94 | 43 | 1.48 |
| Role Conflicts | 3 | 0.82 | 0.6 | 49.38 | 29.02 | 13.11 | 10.43 |
| Conflicts and Quarrels | 1 | - | - | 10.27 | 17.23 | 67.98 | 0.23 |
| Control over working Time | 2 | 0.49 | 0.3 | 38.01 | 29.55 | 18.82 | 10 |
| Commitment to the Workplace | 2 | 0.68 | 0.3 | 33.22 | 30.49 | 32.09 | 7.51 |
| Emotional Demands | 2 | 0.57 | 0.09 | 36.45 | 33.22 | 35.38 | 7.72 |
| Self-Rated Health | 1 | - | - | 29.56 | 31.75 | 23.98 | 4.93 |
| Gossip and Slander | 1 | - | - | 18.73 | 24.18 | 50.53 | 2.1 |
| Demands for Hiding Emotions | 2 | 0.73 | 0.5 | 57.47 | 32.54 | 12.79 | 22.09 |
| Cyber Bullying | 1 | - | - | 0.9 | 6.1 | 97.26 | 0.05 |
| Influence | 3 | 0.8 | 0.55 | 63.32 | 28.14 | 3.33 | 25.17 |
| Intention to Leave | 2 | 0.81 | 0.68 | 16.21 | 22.79 | 55 | 2.49 |
| Insecurity over working conditions | 3 | 0.65 | 0.28 | 32.22 | 32.45 | 37.43 | 8.82 |
| Job Insecurity | 3 | 0.8 | 0.56 | 47.99 | 34.38 | 21.08 | 17.36 |
| Job Satisfaction | 7 | 0.88 | 0.47 | 33.35 | 24.18 | 18.67 | 3 |
| Organizational Justice | 2 | 0.72 | 0.56 | 37.6 | 25.29 | 15.19 | 4.29 |
| Mobbing | 5 | 0.99 | 0.96 | 58.38 | 46.47 | 35.79 | 55.29 |
| Meaning of Work | 2 | 0.89 | 0.78 | 25.23 | 26.31 | 38.97 | 3.63 |
| Possibilities for Development | 2 | 0.84 | 0.72 | 41.83 | 31.56 | 20.05 | 12.43 |
| Predictability | 2 | 0.68 | 0.34 | 42.1 | 29.49 | 16.49 | 9.48 |
| Physical violence | 1 | - | - | 0.3 | 3.53 | 99.18 | 0 |
| Personal Well-being | 6 | 0.87 | 0.47 | 24.96 | 26.89 | 43.17 | 2.22 |
| Physical Work Environment | 6 | 0.83 | 0.4 | 36.62 | 35.85 | 37.87 | 11.69 |
| Quantitative Demands | 3 | 0.79 | 0.52 | 34 | 27.19 | 26.13 | 2.68 |
| Quality of leadership | 4 | 0.87 | 0.56 | 43.18 | 29.97 | 15.63 | 11.58 |
| Recognition | 1 | - | - | 40.81 | 28.81 | 16.26 | 8.59 |
| Social Support from Colleagues | 3 | 0.41 | 0.15 | 31.37 | 26.76 | 26.33 | 4.84 |
| Sexual Harassment | 1 | - | - | 0.32 | 3.1 | 98.81 | 0 |
| Social Support from Supervisor | 4 | 0.76 | 0.37 | 30.38 | 28.25 | 31.43 | 5.11 |
| Sense of Community at Work | 2 | 0.7 | 0.54 | 13.62 | 17.07 | 54.59 | 0.34 |
| Vertical Trust | 2 | 0.64 | 0.47 | 27.07 | 22.22 | 26.79 | 1.69 |
| Threats of Violence | 1 | - | - | 0.7 | 4.7 | 97.58 | 0 |
| Unpleasant Teasing | 1 | - | - | 9.86 | 18.58 | 71.63 | 0.73 |
| Variation of Work | 1 | - | - | 10.31 | 18.25 | 4.39 | 0.59 |
| Work Life Conflict | 7 | 0.84 | 0.34 | 34.65 | 33.35 | 37.34 | 8.61 |
| Work Engagement | 3 | 0.69 | 0.36 | 27.25 | 22.43 | 26.62 | 1.37 |
| Work Pace | 2 | 0.82 | 0.68 | 71.55 | 18.65 | 0.48 | 17.95 |
| Psychosocial work factorsa | Factor loadingb | ||||
|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |
| Bullying | 0.32 | 0.68 | |||
| Bullying from Customers (External) | 0.85 | ||||
| Role Clarity | 0.67 | ||||
| Role Conflicts | 0.41 | 0.53 | |||
| Conflicts and Quarrels | 0.60 | ||||
| Control over working Time | 0.63 | ||||
| Commitment to the Workplace | 0.62 | ||||
| Emotional Demands | 0.60 | ||||
| Gossip and Slander | 0.64 | ||||
| Demands for Hiding Emotions | 0.51 | 0.40 | |||
| Cyber Bullying | 0.31 | ||||
| Influence | 0.52 | 0.36 | |||
| Insecurity over working conditions | 0.53 | ||||
| Job Insecurity | 0.67 | ||||
| Organizational Justice | 0.67 | ||||
| Mobbing | 0.61 | ||||
| Meaning of Work | 0.58 | 0.45 | |||
| Possibilities for Development | 0.51 | 0.56 | |||
| Predictability | 0.68 | ||||
| Physical violence | |||||
| Physical Work Environment | 0.50 | ||||
| Quantitative Demands | -0.39 | 0.58 | |||
| Quality of leadership | 0.75 | ||||
| Recognition | 0.69 | ||||
| Social Support from Colleagues | 0.39 | 0.31 | |||
| Sexual Harassment | |||||
| Social Support from Supervisor | 0.67 | ||||
| Sense of Community at Work | 0.48 | 0.39 | |||
| Vertical Trust | 0.67 | ||||
| Threats of Violence | |||||
| Unpleasant Teasing | 0.74 | ||||
| Variation of Work | -0.71 | ||||
| WorkLife Conflict | 0.71 | ||||
| Work Pace | 0.59 | ||||
| Effectsa | Factor loadingb | |
|---|---|---|
| 1 | 2 | |
| Self Rated Health | -0.55 | |
| Intention to Leave | 0.70 | |
| Job Satisfaction | 0.73 | 0.47 |
| Personal Well-being | 0.62 | |
| Burnout | 0.69 | |
| Work Engagement | 0.51 | 0.44 |
| Outcome Exposure |
Self-Rated Health | Intention to leave | Job Satisfaction | Personal Well-being | Burnout | Work Engagement |
|---|---|---|---|---|---|---|
| Bullying | -0.022 (0.031) | -0.028 (0.027) | 0.012 (0.021) | -0.023 (0.027) | -0.034 (0.023) | -0.086 (0.023) *** |
| Bullying from Customers (External) | -0.341 (0.018) *** | -0.120 (0.016) *** | -0.028 (0.012) * | -0.116 (0.016) *** | -0.039 (0.014) ** | 0.048 (0.013) *** |
| Role Clarity | 0.068 (0.033) * | -0.044 (0.030) | -0.060 (0.023) ** | -0.143 (0.029) *** | 0.025 (0.025) | 0.001 (0.025) |
| Role Conflicts | 0.019 (0.024) | 0.117 (0.021) *** | 0.079 (0.016) *** | 0.109 (0.021) *** | 0.082 (0.018) *** | 0.039 (0.018) * |
| Conflicts and Quarrels | 0.021 (0.033) | 0.052 (0.029) | 0.025 (0.022) | 0.025 (0.029) | 0.039 (0.025) | 0.039 (0.024) |
| Control over working Time | -0.032 (0.024) | -0.018 (0.021) | -0.047 (0.016) ** | 0.011 (0.021) | 0.012 (0.018) | -0.013 (0.018) |
| Commitment to the Workplace | -0.067 (0.024) ** | 0.141 (0.022) *** | 0.086 (0.016) *** | 0.114 (0.021) *** | 0.031 (0.018) | 0.135 (0.018) *** |
| Emotional Demands | 0.072 (0.022) ** | 0.017 (0.020) | -0.005 (0.015) | 0.086 (0.020) *** | 0.039 (0.017) * | -0.004 (0.017) |
| Gossip and Slander | -0.059 (0.025) * | -0.010 (0.022) | 0.011 (0.017) | 0.001 (0.022) | 0.021 (0.019) | -0.017 (0.018) |
| Demands for Hiding Emotions | 0.041 (0.021) | 0.005 (0.019) | 0.007 (0.014) | 0.063 (0.018) *** | 0.027 (0.016) | -0.020 (0.015) |
| Cyber Bullying | -0.078 (0.075) | -0.126 (0.067) | 0.048 (0.051) | 0.027 (0.066) | -0.030 (0.057) | 0.001 (0.055) |
| Influence | 0.191 (0.021) *** | 0.021 (0.019) | 0.041 (0.014) ** | 0.033 (0.018) | 0.059 (0.016) *** | 0.073 (0.016) *** |
| Insecurity over working conditions | -0.038 (0.024) | 0.077 (0.021) *** | 0.015 (0.016) | 0.125 (0.021) *** | 0.029 (0.018) | -0.024 (0.018) |
| Job Insecurity | 0.040 (0.021) | -0.070 (0.018) *** | -0.009 (0.014) | 0.018 (0.018) | 0.082 (0.016) *** | 0.038 (0.015) * |
| Organizational Justice | 0.057 (0.031) | 0.006 (0.028) | 0.057 (0.021) ** | -0.001 (0.027) | 0.056 (0.023) * | -0.011 (0.023) |
| Mobbing | -0.021 (0.012) | 0.026 (0.011) * | 0.037 (0.008) *** | 0.026 (0.011) * | 0.019 (0.009) * | 0.018 (0.009) * |
| Meaning of Work | -0.002 (0.027) | 0.148 (0.024) *** | 0.028 (0.018) | 0.082 (0.023) *** | 0.023 (0.020) | 0.121 (0.020) *** |
| Possibilities for Development | -0.093 (0.023) *** | 0.020 (0.021) | 0.046 (0.016) ** | -0.017 (0.020) | -0.012 (0.018) | 0.028 (0.017) |
| Predictability | 0.000 (0.026) | -0.021 (0.023) | 0.042 (0.018) * | 0.038 (0.023) | -0.033 (0.020) | 0.009 (0.019) |
| Physical violence | -0.168 (0.126) | -0.304 (0.113) ** | 0.008 (0.086) | -0.040 (0.111) | 0.042 (0.095) | 0.116 (0.094) |
| Physical Work Environment | 0.006 (0.020) | -0.026 (0.018) | 0.065 (0.014) *** | 0.077 (0.018) *** | 0.007 (0.015) | 0.015 (0.015) |
| Quantitative Demands | 0.069 (0.027) ** | 0.081 (0.024) *** | 0.019 (0.018) | -0.025 (0.023) | 0.095 (0.020) *** | 0.053 (0.020) ** |
| Quality of leadership | -0.115 (0.031) *** | -0.023 (0.027) | 0.115 (0.021) *** | -0.030 (0.027) | -0.036 (0.023) | 0.014 (0.023) |
| Recognition | -0.038 (0.023) | 0.064 (0.020) ** | 0.095 (0.016) *** | 0.013 (0.020) | 0.032 (0.017) | 0.029 (0.017) |
| Social Support from Colleagues | 0.162 (0.032) *** | 0.016 (0.028) | 0.031 (0.021) | 0.026 (0.028) | 0.067 (0.024) ** | -0.051 (0.023) * |
| Sexual Harassment | -0.074 (0.143) | -0.087 (0.128) | -0.027 (0.097) | -0.013 (0.125) | 0.197 (0.108) | -0.141 (0.106) |
| Social Support from Supervisor | 0.056 (0.032) | 0.043 (0.029) | 0.004 (0.022) | -0.063 (0.028) * | 0.004 (0.024) | 0.041 (0.024) |
| Sense of Community at Work | -0.054 (0.037) | 0.013 (0.033) | 0.028 (0.025) | 0.119 (0.033) *** | -0.003 (0.028) | 0.098 (0.028) *** |
| Vertical Trust | 0.050 (0.032) | 0.030 (0.029) | 0.054 (0.022) * | 0.105 (0.028) *** | 0.033 (0.024) | 0.087 (0.024) *** |
| Threats of Violence | -0.059 (0.099) | 0.063 (0.089) | 0.018 (0.068) | -0.121 (0.087) | -0.084 (0.075) | -0.127 (0.074) |
| Unpleasant Teasing | -0.019 (0.032) | 0.081 (0.029) ** | -0.035 (0.022) | -0.019 (0.028) | 0.002 (0.025) | 0.025 (0.024) |
| Variation of Work | 0.706 (0.030) *** | 0.056 (0.026) * | 0.037 (0.020) | -0.045 (0.026) | 0.026 (0.022) | 0.020 (0.022) |
| WorkLife Conflict | 0.018 (0.028) | 0.063 (0.025) * | 0.048 (0.019) * | 0.031 (0.024) | 0.207 (0.021) *** | 0.015 (0.021) |
| Work Pace | 0.376 (0.025) *** | -0.019 (0.023) | 0.035 (0.017) * | 0.034 (0.022) | 0.171 (0.019) *** | 0.012 (0.019) |
| R2 | 0.795 | 0.558 | 0.874 | 0.711 | 0.901 | 0.794 |
| R2 adjusted | 0.791 | 0.551 | 0.872 | 0.706 | 0.899 | 0.790 |
| Dependent Scale | Total model fit | Model fit with top fivea predictors | Top fivea predictors | Estimated Coefficient (Std error)b | ||
|---|---|---|---|---|---|---|
| R2 | AIC (df) | R2 | AIC (df) | |||
| Self-Rated Health | 0.795 | 13107.96 (34) | 0.777 | 13229.95 (5) | Variation of Work Bullying from Customers (External) Work Pace Influence Social Support from Colleagues |
0.744 (0.030) -0.385 (0.015) 0.487 (0.017) 0.120 (0.018) 0.089 (0.025) |
| Intention to leave | 0.564 | 12599.47 (40) | 0.524 | 12723.22 (5) | Bullying from Customers (External) Commitment to the Workplace Meaning of Work Role Conflicts Job Insecurity |
-0.106 (0.011) 0.195 (0.021) 0.157 (0.020) 0.256 (0.014) -0.016 (0.013) |
| Job Satisfaction | 0.876 | 11411.47 (40) | 0.861 | 11598.03 (5) | Recognition Quality of leadership Commitment to the Workplace Role Conflicts Physical Work Environment |
0.140 (0.014) 0.200 (0.017) 0.150 (0.014) 0.177 (0.013) 0.109 (0.012) |
| Personal Well-being | 0.718 | 12491.16 (40) | 0.673 | 12745.61 (5) | Bullying from Customers (External) Insecurity over working conditions Commitment to the Workplace Role Conflicts Role Clarity |
-0.046 (0.010) 0.249 (0.017) 0.226 (0.018) 0.270 (0.015) -0.112 (0.025) |
| Burnout | 0.905 | 11798.87 (40) | 0.892 | 12013.86 (5) | Work Life Conflict Work Pace Job Insecurity Quantitative Demands Role Conflicts |
0.244 (0.020) 0.255 (0.015) 0.130 (0.011) 0.074 (0.019) 0.153 (0.015) |
| Work Engagement | 0.806 | 11681.94 (40) | 0.774 | 11943.91 (5) | Commitment to the Workplace Meaning of Work Influence Bullying Vertical Trust |
0.213 (0.017) 0.116 (0.017) 0.165 (0.009) -0.005 (0.017) 0.206 (0.019) |
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