Not All Overtime Is Equal: Differential Effects of Overtime Motivations on Employees’ Sustainable Consumption Behavior
Abstract
1. Introduction
2. Literature Review
2.1. Sustainable Consumption Behavior and Overtime Motivations
2.2. The Mediating Role of Perceived Control
2.3. The Moderating Roles of Family Emotional Support and Organizational Green Climate
3. Data and Methods
3.1. Variable Selection and Measurement
3.1.1. Explained Variable: Sustainable Consumption Behavior
3.1.2. Explanatory Variables: Overtime Motivations
3.1.3. Mediating Variable: Perceived Control
3.1.4. Moderating Variables: Family Emotional Support and Organizational Green Climate
3.1.5. Demographic Variables
3.2. Data Collection
3.3. Descriptive Analysis
3.3.1. Overtime Status of Respondents
3.3.2. Perceived Control and Sustainable Consumption of Respondents
4. Results
4.1. Reliability and Validity Test
4.1.1. Internal Consistency Reliability Test
4.1.2. Exploratory Factor Analysis and Structural Validity
4.1.3. Confirmatory Factor Analysis
4.1.4. Common Method Bias and Multicollinearity Tests
4.2. Regression Analysis
4.2.1. Regression Results for Reduced Consumption Behavior
4.2.2. Regression Results for Green Purchasing Behavior
4.2.3. Mediation Regression Results for Perceived Control
4.3. Mediation Analysis
4.4. Moderation Analysis
5. Discussion
5.1. Differential Associations of Overtime Motivations with Sustainable Consumption Behavior
5.2. The Differential Mediating Role of Perceived Control
5.3. Differentiated Moderating Roles of Family Emotional Support and Organizational Green Climate
5.4. Theoretical Implications and Limitations
6. Conclusions and Implications
6.1. Conclusions
6.2. Policy Recommendations
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variable | Frequency | Proportion | |
|---|---|---|---|
| Gender | Male | 470 | 45.6% |
| Female | 560 | 54.4% | |
| Age | ≤24 | 68 | 6.60% |
| 25–29 | 75 | 7.28% | |
| 30–34 | 188 | 18.25% | |
| 35–39 | 377 | 36.60% | |
| 40–44 | 233 | 22.62% | |
| ≥45 | 89 | 8.64% | |
| Education background | High school/technical school | 28 | 2.72% |
| Junior college | 129 | 12.52% | |
| Bachelor’s degree | 808 | 78.45% | |
| Graduate degree | 65 | 6.31% | |
| Monthly household income | ¥2001–¥5000 | 103 | 10.00% |
| ¥5001–¥10,000 | 493 | 47.86% | |
| ¥10,001–¥20,000 | 373 | 36.21% | |
| ≥¥20,000 | 61 | 5.92% | |
| Type of occupation | Staff of State organs, party organizations, institutions and state enterprises | 176 | 17.09% |
| Professional and technical staff | 347 | 33.69% | |
| Clerical and related personnel | 258 | 25.05% | |
| Commercial, service workers | 152 | 14.76% | |
| Production and transport equipment operators and related personnel | 84 | 8.16% | |
| Other | 13 | 1.26% | |
| Nature of the organization | Government department | 22 | 2.14% |
| Public institution | 93 | 9.03% | |
| State-owned enterprise | 175 | 16.99% | |
| Collective-owned enterprise | 20 | 1.94% | |
| Joint-stock enterprise | 86 | 8.35% | |
| Foreign-funded enterprise | 56 | 5.44% | |
| Chinese-foreign equity joint venture | 32 | 3.11% | |
| Chinese-foreign cooperative joint venture | 6 | 0.58% | |
| Private enterprise | 539 | 52.33% | |
| Other | 1 | 0.10% | |
| Size of the organization | ≤55 | 115 | 11.17% |
| 56–100 | 225 | 21.84% | |
| 101–500 | 442 | 42.91% | |
| ≥501 | 248 | 24.08% | |
| Variables | Abbreviation | n | Cronbach’s | CITC | |
|---|---|---|---|---|---|
| Overtime motivation | Development-driven overtime | DDO | 4 | 0.829 | 0.573–0.763 |
| Subsistence-driven overtime | SDO | 3 | 0.852 | 0.684–0.751 | |
| Belonging-driven overtime | BDO | 3 | 0.839 | 0.680–0.731 | |
| Escape-type overtime | ETO | 3 | 0.703 | 0.472–0.596 | |
| Peer-pressure overtime | PPO | 3 | 0.722 | 0.481–0.590 | |
| Mandatory overtime | MO | 3 | 0.712 | 0.500–0.566 | |
| Perceived control | Perceived control of time | PCT | 3 | 0.775 | 0.567–0.686 |
| Perceived control of finance | PCF | 3 | 0.786 | 0.482–0.709 | |
| Perceived psychological control | PPC | 3 | 0.871 | 0.731–0.781 | |
| Perceived behavioral control | PBC | 3 | 0.708 | 0.486–0.567 | |
| Perceived outcome control | POC | 3 | 0.701 | 0.479–0.558 | |
| Family emotional support | FES | 10 | 0.887 | 0.532–0.697 | |
| Organizational green climate | OGC | 4 | 0.830 | 0.627–0.676 | |
| Green consumption behavior | Reduced consumption behavior | RCB | 3 | 0.775 | 0.485–0.710 |
| Green purchasing behavior | GPB | 3 | 0.808 | 0.652–0.671 | |
| Indicator | Components | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | |
| DDO1 | 0.760 | 0.182 | 0.310 | −0.049 | −0.006 | −0.097 |
| DDO2 | 0.808 | 0.175 | 0.270 | −0.047 | −0.001 | −0.149 |
| DDO3 | 0.711 | −0.072 | 0.320 | −0.062 | 0.043 | −0.041 |
| DDO4 | 0.742 | 0.280 | 0.089 | 0.085 | −0.008 | 0.026 |
| SDO1 | 0.247 | 0.802 | 0.147 | 0.057 | 0.036 | −0.030 |
| SDO2 | 0.080 | 0.881 | 0.086 | −0.033 | 0.033 | 0.033 |
| SDO3 | 0.125 | 0.852 | 0.077 | 0.002 | 0.116 | 0.030 |
| BDO1 | 0.244 | 0.103 | 0.845 | 0.002 | −0.003 | −0.038 |
| BDO2 | 0.342 | 0.139 | 0.795 | 0.003 | 0.003 | −0.058 |
| BDO3 | 0.261 | 0.096 | 0.797 | −0.075 | −0.017 | −0.048 |
| ETO1 | 0.033 | 0.098 | −0.045 | 0.096 | 0.786 | −0.003 |
| ETO2 | 0.049 | −0.017 | −0.038 | 0.039 | 0.849 | 0.004 |
| ETO3 | −0.057 | 0.070 | 0.066 | −0.001 | 0.744 | 0.045 |
| PPO2 | −0.008 | 0.020 | 0.029 | 0.777 | 0.041 | 0.148 |
| PPO3 | 0.049 | −0.006 | −0.074 | 0.811 | 0.046 | 0.118 |
| PPO4 | −0.056 | 0.015 | 0.006 | 0.756 | 0.044 | 0.070 |
| MO1 | −0.038 | 0.210 | −0.011 | 0.025 | −0.024 | 0.814 |
| MO2 | −0.083 | −0.018 | −0.152 | 0.469 | 0.010 | 0.601 |
| MO3 | −0.119 | −0.228 | −0.039 | 0.289 | 0.092 | 0.627 |
| Indicator | Components | ||||
|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |
| PCT1 | −0.063 | 0.783 | 0.042 | 0.079 | 0.145 |
| PCT2 | −0.129 | 0.786 | 0.088 | 0.174 | 0.102 |
| PCT3 | −0.103 | 0.844 | 0.108 | 0.098 | 0.141 |
| PCF1 | 0.039 | 0.049 | 0.896 | 0.049 | −0.004 |
| PCF2 | 0.045 | 0.027 | 0.901 | 0.027 | 0.023 |
| PCF3 | −0.126 | 0.208 | 0.644 | 0.028 | 0.303 |
| PPC1 | 0.898 | −0.093 | 0.021 | −0.046 | −0.035 |
| PPC2 | 0.883 | −0.143 | −0.039 | −0.063 | 0.001 |
| PPC3 | 0.876 | −0.056 | 0.007 | −0.038 | −0.081 |
| PBC1 | −0.018 | 0.211 | 0.184 | 0.331 | 0.566 |
| PBC2 | −0.047 | 0.104 | 0.118 | 0.159 | 0.785 |
| PBC3 | −0.039 | 0.125 | −0.014 | 0.061 | 0.792 |
| POC1 | −0.067 | 0.145 | 0.096 | 0.829 | 0.015 |
| POC2 | −0.028 | 0.109 | −0.011 | 0.769 | 0.129 |
| POC3 | −0.052 | 0.065 | 0.001 | 0.634 | 0.329 |
| Factor | Eigenvalue | Variance Explained (%) | Cumulative Variance Explained (%) |
|---|---|---|---|
| 1 | 11.442 | 19.728 | 19.728 |
| 2 | 3.638 | 6.272 | 26.001 |
| 3 | 3.229 | 5.567 | 31.568 |
| 4 | 2.666 | 4.597 | 36.164 |
| 5 | 2.454 | 4.231 | 40.396 |
| 6 | 2.042 | 3.521 | 43.917 |
| 7 | 1.823 | 3.142 | 47.059 |
| 8 | 1.734 | 2.989 | 50.048 |
| 9 | 1.537 | 2.649 | 52.698 |
| 10 | 1.397 | 2.409 | 55.107 |
| 11 | 1.282 | 2.21 | 57.317 |
| 12 | 1.179 | 2.033 | 59.35 |
| 13 | 1.132 | 1.952 | 61.302 |
| 14 | 1.045 | 1.802 | 63.104 |
| Variables | SAM | EAM | EPO | EWM | OA | MO | VIF |
|---|---|---|---|---|---|---|---|
| SAM | 1 | - | - | - | - | - | 1.743 |
| EAM | 0.366 *** | 1 | - | - | - | - | 1.186 |
| EPO | 0.609 *** | 0.285 *** | 1 | - | - | - | 1.610 |
| EWM | 0.022 | 0.123 *** | 0.000 | 1 | - | - | 1.029 |
| OA | −0.038 | 0.015 | −0.057 | 0.111 *** | 1 | - | 1.285 |
| MO | −0.215 *** | −0.021 | −0.182 *** | 0.066 * | 0.460 *** | 1 | 1.344 |
| Variables | Reduced Consumption Behavior | PC | Green Purchasing Behavior | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | |
| DDO | −0.047 (0.039) | −0.038 (0.040) | 0.080 *** (0.017) | 0.106 *** (0.027) | 0.081 ** (0.027) | ||||
| SDO | 0.013 (0.028) | 0.018 (0.028) | 0.039 *** (0.012) | 0.067 *** (0.019) | 0.054 ** (0.019) | ||||
| BDO | 0.008 (0.042) | 0.035 (0.045) | 0.231 *** (0.018) | 0.358 *** (0.028) | 0.287 *** (0.030) | ||||
| ETO | −0.117 ** (0.036) | −0.124 *** (0.036) | −0.061 *** (0.015) | −0.039 (0.025) | −0.020 (0.024) | ||||
| PPO | −0.084 * (0.034) | −0.091 ** (0.034) | −0.060 *** (0.014) | 0.021 (0.023) | 0.040 (0.023) | ||||
| MO | −0.172 *** (0.038) | −0.177 *** (0.038) | −0.044 ** (0.016) | 0.006 (0.026) | 0.020 (0.026) | ||||
| PC | 0.022 (0.060) | −0.116 (0.074) | 0.669 *** (0.043) | 0.308 *** (0.050) | |||||
| Age | −0.103 *** (0.023) | −0.104 *** (0.024) | −0.103 *** (0.024) | −0.102 *** (0.024) | 0.017 (0.010) | −0.048 * (0.019) | −0.041 ** (0.016) | −0.056 *** (0.017) | −0.046 ** (0.016) |
| Sex | −0.116 * (0.059) | −0.140 * (0.058) | −0.116 * (0.059) | −0.138 * (0.058) | 0.020 (0.024) | 0.039 (0.047) | 0.077 (0.040) | 0.030 (0.042) | 0.071 (0.039) |
| Education level | 0.049 (0.060) | 0.076 (0.060) | 0.033 (0.046) | 0.077 (0.060) | 0.008 (0.025) | −0.137 ** (0.048) | −0.040 (0.041) | −0.093 * (0.043) | −0.042 (0.040) |
| Income | 0.037 (0.044) | −0.000 (0.044) | 0.022 (0.060) | 0.012 (0.045) | 0.104 *** (0.019) | 0.226 *** (0.035) | 0.081 ** (0.030) | 0.083 ** (0.033) | 0.049 (0.030) |
| Constant | 3.112 *** (0.246) | 4.364 *** (0.319) | 3.048 *** (0.303) | 4.626 *** (0.359) | 2.259 *** (0.135) | 3.791 *** (0.195) | 2.010 *** (0.218) | 1.843 *** (0.216) | 1.315 *** (0.242) |
| F | 7.324 *** | 9.247 *** | 5.880 *** | 8.643 *** | 74.476 *** | 14.756 *** | 51.681 *** | 62.844 *** | 52.197 *** |
| R2 | 0.028 | 0.083 | 0.028 | 0.085 | 0.422 | 0.054 | 0.337 | 0.235 | 0.361 |
| ΔR2 | 0.024 | 0.074 | 0.023 | 0.076 | 0.417 | 0.051 | 0.330 | 0.231 | 0.354 |
| Path | Direct Effect | Indirect Effect | Bootstrap 95%CI | Mediating Effect | ||
|---|---|---|---|---|---|---|
| Estimate | p | Estimate | Lower 2.5% | Upper 97.5% | ||
| DDO→PCT→GPB | 0.2947 *** | 0.0000 | 0.0623 | 0.0363 | 0.0889 | Partial mediation |
| DDO→PCF→GPB | 0.3222 *** | 0.0000 | 0.0276 | 0.0103 | 0.0457 | Partial mediation |
| DDO→PBC→GPB | 0.2729 *** | 0.0000 | 0.0899 | 0.0652 | 0.1179 | Partial mediation |
| DDO→POC→GPB | 0.2169 *** | 0.0000 | 0.1605 | 0.1305 | 0.1918 | Partial mediation |
| SDO→PCT→GPB | 0.1293 *** | 0.0000 | 0.0580 | 0.0384 | 0.0792 | Partial mediation |
| SDO→PCF→GPB | 0.1547 *** | 0.0000 | 0.0196 | 0.0076 | 0.0334 | Partial mediation |
| SDO→PBC→GPB | 0.1289 *** | 0.0000 | 0.0586 | 0.0328 | 0.0849 | Partial mediation |
| SDO→POC→GPB | 0.1131 *** | 0.0000 | 0.0825 | 0.0490 | 0.1174 | Partial mediation |
| BDO→PCT→GPB | 0.4402 *** | 0.0000 | 0.0338 | 0.0054 | 0.0625 | Partial mediation |
| BDO→PBC→GPB | 0.3946 *** | 0.0000 | 0.0870 | 0.0607 | 0.1163 | Partial mediation |
| BDO→POC→GPB | 0.3262 *** | 0.0000 | 0.1668 | 0.1314 | 0.2039 | Partial mediation |
| Variables | (1) | Variables | (2) | Variables | (3) |
|---|---|---|---|---|---|
| RCB | RCB | GPB | |||
| PPO | −0.1468 *** (0.0307) | MO | −0.1920 *** (0.0339) | BDO | 0.2239 *** (0.0240) |
| FES | 0.1507 *** (0.0431) | FES | 0.1347 *** (0.0432) | OGC | 0.5801 *** (0.0260) |
| PPO × FES | −0.1006 * (0.0446) | MO × FES | −0.1251 ** (0.0483) | BDO × OGC | 0.0641 * (0.0257) |
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Share and Cite
Zhang, Z.; Wang, J.; Li, H. Not All Overtime Is Equal: Differential Effects of Overtime Motivations on Employees’ Sustainable Consumption Behavior. Behav. Sci. 2026, 16, 1521. https://doi.org/10.3390/bs16091521
Zhang Z, Wang J, Li H. Not All Overtime Is Equal: Differential Effects of Overtime Motivations on Employees’ Sustainable Consumption Behavior. Behavioral Sciences. 2026; 16(9):1521. https://doi.org/10.3390/bs16091521
Chicago/Turabian StyleZhang, Zhiqing, Jiaqi Wang, and Hao Li. 2026. "Not All Overtime Is Equal: Differential Effects of Overtime Motivations on Employees’ Sustainable Consumption Behavior" Behavioral Sciences 16, no. 9: 1521. https://doi.org/10.3390/bs16091521
APA StyleZhang, Z., Wang, J., & Li, H. (2026). Not All Overtime Is Equal: Differential Effects of Overtime Motivations on Employees’ Sustainable Consumption Behavior. Behavioral Sciences, 16(9), 1521. https://doi.org/10.3390/bs16091521

