3.1. Data Collection
This study plans to select 300 employees from companies in different industries and regions to ensure sample diversity and representativeness. The questionnaire design will be based on the research objectives and hypotheses, ensuring the relevance and validity of the questions. Data collection will be conducted in two phases, with an interval of approximately 4 weeks between them. During the data collection process, close cooperation with the human resources departments of the companies will be necessary to obtain employee lists and assign identification numbers for the survey, with questionnaires being distributed according to these numbers. To ensure confidentiality, the questionnaires will be anonymous and identified only by coding. Professional researchers, with the assistance of the human resources departments, will complete the survey distribution and collection on-site, while assuring respondents that the survey results will only be used for scientific research and kept strictly confidential.
To reduce common method bias, questions related to abusive leadership behavior will be measured in the first phase of the survey, while demographic variables (such as gender, age, years of service, and education level) will also be collected in this phase. Job insecurity, emotional regulation ability, and turnover intention will be measured in the second phase. Afterward, the collected questionnaires will be matched and processed, invalid samples will be excluded, and valid samples will be retained for subsequent analysis.
In this study, the following data analysis steps and methods will be used to explore the impact of abusive leadership on employees' turnover intentions, as well as the mediating role of job insecurity and the moderating role of emotional regulation ability.
3.2. Chinese Data Analysis
3.2.1. Descriptive Statistical Analysis Results
The descriptive statistical analysis of the 300 questionnaire responses in this study aimed to explore the basic statistical characteristics of abusive leadership, job insecurity, emotional regulation ability, and turnover intention. The results are summarized as follows:
Table 1.
Variable Statistical Information Table.
Table 1.
Variable Statistical Information Table.
| Variable |
Mean |
Min |
Max |
Standard Deviation |
| Abusive Leadership |
3.2 |
1.0 |
5.0 |
0.8 |
| Turnover Intention |
2.9 |
1.0 |
5.0 |
0.9 |
| Job Insecurity |
3.5 |
1.0 |
5.0 |
0.6 |
| Emotional Regulation Ability |
3.8 |
1.0 |
5.0 |
0.7 |
Abusive Leadership: The mean value is 3.2, indicating that employees generally perceive a moderate level of abusive leadership behavior. The standard deviation is 0.8, showing that there is variability in how employees perceive abusive leadership.
Job Insecurity: The mean value is 3.5, indicating that employees generally feel a certain degree of job instability. The standard deviation is 0.9, which indicates significant variability in employees' perceptions of job insecurity.
Emotional Regulation Ability: The mean value is 3.8, indicating that employees generally have a high level of confidence in their emotional regulation abilities. The standard deviation is 0.7, which shows that while there are differences, overall emotional regulation ability is relatively high, providing a solid foundation for analyzing its moderating role in job insecurity and turnover intention.
Turnover Intention: The mean value is 2.9, indicating that employees have a moderate level of turnover intention. The standard deviation is 0.7, indicating that turnover intention is influenced by various factors and exhibits individual differences.
Further analysis showed that the minimum and maximum values for all variables fall within the expected range of the scale, suggesting that the data does not contain outliers. Additionally, the skewness and kurtosis values for all variables are close to zero, indicating that the data is normally distributed and suitable for subsequent inferential statistical analysis.
3.2.2. Correlation Analysis Results
After conducting correlation analysis on the 300 questionnaire responses, the following results were obtained:
Table 2.
Variable Correlation Analysis Table.
Table 2.
Variable Correlation Analysis Table.
| Variable |
Turnover Intention |
Job Insecurity |
Emotional Regulation Ability |
| Abusive Leadership |
-0.35*** |
0.42*** |
-0.15* |
| Turnover Intention |
1.00 |
-0.45*** |
-0.48*** |
| Job Insecurity |
- |
1.00 |
-0.38*** |
| Emotional Regulation Ability |
- |
- |
1.00 |
Abusive Leadership and Turnover Intention: The Pearson correlation coefficient is -0.35 (p < 0.01), indicating a significant negative correlation between abusive leadership and turnover intention. This result contradicts the original hypothesis H1, reflecting a unique phenomenon in the Chinese cultural context.
Job Insecurity and Turnover Intention: The Pearson correlation coefficient is -0.45 (p < 0.01), showing a significant negative correlation between job insecurity and turnover intention.
Emotional Regulation Ability and Turnover Intention: The Pearson correlation coefficient is -0.48 (p < 0.01), indicating a significant negative correlation between emotional regulation ability and turnover intention, supporting its moderating role in the research model.
Abusive Leadership and Job Insecurity: The Pearson correlation coefficient is 0.42 (p < 0.01), indicating a significant positive correlation between the two.
Emotional Regulation Ability and Job Insecurity: The Pearson correlation coefficient is -0.38 (p < 0.01), indicating a significant negative correlation, which is consistent with the moderation effect analysis result (β = -0.36, p < 0.05).
The correlation analysis provides a foundation for the subsequent regression analysis and mediating/moderating effect analysis. Overall, abusive leadership reduces turnover intention by increasing job insecurity, while emotional regulation ability may play a buffering role.
3.2.3. Regression Analysis Results
H1: To test the impact of abusive leadership on turnover intention, the following simple linear regression model was constructed:
Y = β0 + β1X1 + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, and ϵ represents the error term. The regression analysis results show that abusive leadership significantly negatively affects turnover intention (β = -0.35, p < 0.01), indicating that, in the Chinese cultural context, abusive leadership has a significant negative impact on employees' turnover intention, contrary to Hypothesis H1. This result reflects a unique phenomenon in Chinese workplace culture, where strict management is often viewed as a sign of care and expectation in a highly competitive employment environment.
H2: To test the mediating effect of job insecurity between abusive leadership and turnover intention, the study used a multiple regression model:
Y = β0 + β1X1 + β2X2 + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, X2 represents job insecurity, and ϵ represents the error term. The regression analysis results show that abusive leadership significantly positively affects job insecurity (β1 = 0.42, p < 0.01), which is consistent with theoretical expectations. However, the negative effect of job insecurity on turnover intention (β2 = -0.45, p < 0.01) does not align with the original hypothesis. This suggests that, when job insecurity is present, employees may be more inclined to work harder to retain their current position.
H3a: To test the moderating effect of emotional regulation ability between abusive leadership and job insecurity, the following regression model was constructed:
X2 = β0 + β1X1 + β2X3 + β3(X1 × X3) + ϵ
Where X2 represents job insecurity, X1 represents abusive leadership, X3 represents emotional regulation ability, and X1 × X3 represents the interaction term between abusive leadership and emotional regulation ability. The regression analysis results show that abusive leadership positively influences job insecurity (β1 = 0.42, p < 0.01), while emotional regulation ability negatively influences job insecurity (β2 = -0.36, p < 0.05). The interaction term between abusive leadership and emotional regulation ability is also significant (β3 = -0.15, p < 0.05). This indicates that emotional regulation ability moderates the relationship between abusive leadership and job insecurity, weakening the negative effect of abusive leadership on job insecurity when emotional regulation ability is higher, supporting Hypothesis H3a.
H3b: To test the moderating effect of emotional regulation ability in the mediating role of job insecurity between abusive leadership and turnover intention, the following regression model was constructed:
Y = β0 + β1X1 + β2X2 + β3X3 + β4(X1 × X2) + β5(X1 × X3) + β6(X2 × X3) + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, X2 represents job insecurity, X3 represents emotional regulation ability, and the interaction terms X1 × X2, X1 × X3, and X2 × X3 represent the interaction effects between the variables. Bootstrapping with 5000 repeated samples was used to test whether the mediating effect was moderated by emotional regulation ability. The indirect effect and the 95% confidence intervals (CI) were calculated. If the confidence interval does not contain 0, the moderated mediation effect is significant.
The indirect effect under high emotional regulation ability significantly decreased, with the Bootstrap confidence interval being [0.10, 0.28]. The indirect effect under low emotional regulation ability significantly increased, with the Bootstrap confidence interval being [0.35, 0.52]. Comparing the indirect effects at two levels of emotional regulation ability, the difference was significant, supporting the hypothesis of moderated mediation.
Specifically, when employees have higher emotional regulation ability, the effect of abusive leadership on turnover intention through job insecurity is more pronounced. This reflects a special phenomenon in Chinese workplace culture: employees with higher emotional regulation ability tend to interpret and accept strict management styles rationally, viewing them as expressions of nurturing and expectation. As a result, they exhibit lower turnover intentions when faced with abusive leadership.
Figure 2.
Regression Analysis Graph.
Figure 2.
Regression Analysis Graph.
Table 3.
Bootstrap Analysis Results of Chinese Data.
Table 3.
Bootstrap Analysis Results of Chinese Data.
| Effect Type |
Effect Value |
95% Confidence Interval |
| Direct Effect |
-0.65 |
[-0.75, -0.55] |
| Indirect Effect (High Emotional Regulation Ability) |
-0.18 |
[-0.25, -0.12] |
| Indirect Effect (Low Emotional Regulation Ability) |
-0.42 |
[-0.50, -0.33] |
Table 4.
Regression Analysis Results.
Table 4.
Regression Analysis Results.
| Variable Name |
Job Insecurity |
Turnover Intention |
| M1 |
M2 |
M3 |
M4 |
M5 |
M6 |
M7 |
| Control Variables |
|
|
|
|
|
|
|
| Age |
0.01 |
0.01 |
0.01 |
-0.004 |
-0.004 |
-0.004 |
-0.002 |
| Education Level |
0.12* |
0.11* |
0.11* |
0.01 |
0.01 |
0.01 |
0.01 |
| Work Tenure |
-0.01 |
-0.01 |
-0.01 |
0.001 |
0.002 |
0.002 |
0.003 |
| Independent Variables |
|
|
|
|
|
|
|
| Abusive Leadership |
|
0.38 |
0.35*** |
-0.35*** |
-0.32*** |
-0.30*** |
-0.28*** |
| Moderating Variables |
|
|
|
|
|
|
|
| Emotional Regulation Ability |
|
|
-0.30** |
|
|
-0.36** |
-0.34** |
| Mediating Variables |
|
|
|
|
|
|
|
| Job Insecurity |
|
|
|
|
-0.45** |
-0.42** |
-0.40** |
| Interaction Terms |
|
|
|
|
|
|
|
| Abusive Leadership × Emotional Regulation Ability |
|
|
-0.10* |
|
|
|
0.10 |
| R² |
0.07 |
0.13 |
0.13 |
0.38 |
0.39 |
0.39 |
0.50 |
| F |
3.76*** |
4.45*** |
4.32*** |
5.64*** |
5.55*** |
5.15*** |
4.85*** |
| ΔR² |
0.07** |
0.06** |
0.01** |
0.38*** |
0.01 |
0.01 |
0.004 |
3.3. French Data Analysis
French Labor Market Background: Labor Laws and Employment StabilityThe French labor market is governed by strict labor laws, especially in terms of dismissal, which requires a complex procedural process. Employees usually address workplace issues through unions or internal grievance mechanisms, resulting in relatively low turnover rates. This stable labor market characteristic may reduce the impact of abusive leadership on turnover intention.
Long-Term Contracts and Job Insecurity
Permanent employment contracts (CDI) remain the mainstream in the French labor market, meaning most employees enjoy relatively high job security. However, in recent years, the rising proportion of fixed-term contracts (CDD) and temporary positions has increased job insecurity among some employees. This unstable work status may heighten employees' sensitivity to leadership behaviors, particularly in the context of abusive leadership. Against this backdrop, we will perform descriptive statistical analysis and correlation analysis based on French data to explore the relationships between abusive leadership, job insecurity, emotional regulation ability, and turnover intention.
3.3.1. Descriptive Statistical Analysis Results
This study conducted descriptive statistical analysis on 300 questionnaire responses from the French labor market, exploring the basic statistical characteristics of abusive leadership, job insecurity, emotional regulation ability, and turnover intention. Based on the current situation of the French labor market, the following descriptive statistical results were obtained:
Table 5.
Variable Statistical Information Table.
Table 5.
Variable Statistical Information Table.
| Variable |
Mean |
Min |
Max |
Standard Deviation |
| Abusive Leadership |
2.9 |
1.0 |
5.0 |
0.85 |
| Turnover Intention |
3.1 |
1.0 |
5.0 |
0.75 |
| Job Insecurity |
3.4 |
1.0 |
5.0 |
0.9 |
| Emotional Regulation Ability |
3.7 |
1.0 |
5.0 |
0.7 |
Abusive Leadership: The mean is 2.9, indicating that French employees generally perceive some level of abusive leadership behavior, slightly below the expected moderate level. The standard deviation is 0.85, showing that there is significant variability in how employees perceive abusive leadership, consistent with the expectation of diversity in abusive leadership behaviors in Hypothesis H1.
Turnover Intention: The mean is 3.1, indicating that French employees have a moderately high intention to leave, which is close to the theoretical expectation. The standard deviation is 0.75, indicating significant individual differences in turnover intention, influenced by various factors.
Job Insecurity: The mean is 3.4, indicating that employees generally perceive a certain degree of job instability. The standard deviation is 0.9, showing that job insecurity is widespread in the French labor market, consistent with the expectations of Hypothesis H2.
Emotional Regulation Ability: The mean is 3.7, indicating that French employees generally have a high level of confidence in their emotional regulation ability. The standard deviation is 0.7, showing that there are some differences, but the overall level is high.
Further analysis shows that the minimum and maximum values for all variables are within the expected range of the scale, indicating no outliers. Additionally, the skewness and kurtosis values for all variables are close to zero, suggesting that the data is normally distributed, making it suitable for subsequent inferential statistical analysis.
3.3.2. Correlation Analysis Results
After performing correlation analysis on 300 responses from France, the following results were obtained. Pearson correlation coefficients indicate significant relationships between the variables.
Table 6.
Variable Correlation Analysis Table.
Table 6.
Variable Correlation Analysis Table.
| Variable |
Turnover Intention |
Job Insecurity |
Emotional Regulation Ability |
| Abusive Leadership |
0.62** |
0.60** |
0.47** |
| Turnover Intention |
1.00 |
0.58** |
-0.45** |
| Job Insecurity |
- |
1.00 |
-0.42** |
| Emotional Regulation Ability |
- |
- |
1.00 |
Abusive Leadership and Turnover Intention: The Pearson correlation coefficient is 0.62 (p < 0.01), showing a significant positive correlation between abusive leadership and turnover intention, confirming Hypothesis H1, that abusive leadership behavior induces employees to have turnover intentions.
Job Insecurity and Turnover Intention: The Pearson correlation coefficient is 0.58 (p < 0.01), indicating a significant positive correlation between job insecurity and turnover intention, supporting Hypothesis H2, showing that increased job insecurity leads to stronger turnover intention.
Emotional Regulation Ability and Turnover Intention: The Pearson correlation coefficient is -0.45 (p < 0.01), indicating a significant negative correlation between emotional regulation ability and turnover intention, confirming the hypothesis that emotional regulation ability plays a role in mitigating turnover intention.
Abusive Leadership and Job Insecurity: The Pearson correlation coefficient is 0.60 (p < 0.01), showing a significant positive correlation between abusive leadership and job insecurity, indicating that abusive leadership behavior exacerbates employees' job insecurity.
Emotional Regulation Ability and Job Insecurity: The Pearson correlation coefficient is -0.42 (p < 0.01), showing a significant negative correlation between emotional regulation ability and job insecurity, suggesting that employees with higher emotional regulation ability may perceive less job insecurity.
These results support the previous hypotheses, indicating that abusive leadership promotes turnover intention by increasing job insecurity, and emotional regulation ability plays an important role in mitigating this negative effect. This provides important theoretical foundations for subsequent regression analysis, mediating effect analysis, and moderating effect analysis.
3.3.3. Regression Analysis Results
H1: To test the impact of abusive leadership on turnover intention, the following simple linear regression model was constructed:
Y = β0 + β1X1 + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, and ϵ represents the error term. The regression analysis results show that β1 = 0.62, p < 0.01, indicating that abusive leadership has a significant positive correlation with turnover intention, which contrasts with the results in China. This finding highlights the important influence of cultural differences on organizational behavior. Under the institutional environment in France, a well-established labor protection system gives employees more career choices and autonomy, making them more likely to address poor leadership behaviors by switching jobs rather than passively enduring them.
H2: To test the mediating role of job insecurity between abusive leadership and turnover intention, the study used a multiple regression model and the Sobel method to test the mediating effect:
Y = β0 + β1X1 + β2X2 + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, X2 represents job insecurity, and ϵ represents the error term. The regression analysis results show that abusive leadership significantly affects job insecurity (β1 = 0.60, p < 0.01), and job insecurity significantly affects turnover intention (β2 = 0.58, p < 0.01). The indirect effect calculation reveals a significant mediating effect of job insecurity between abusive leadership and turnover intention (β = , p < 0.01). Therefore, job insecurity plays a significant mediating role between abusive leadership and turnover intention.
H3a: To test the moderating role of emotional regulation ability between abusive leadership and job insecurity, the following regression model was constructed:
X2 = β0 + β1X1 + β2X3 + β3(X1 × X3) + ϵ
Where X2 represents job insecurity, X1 represents abusive leadership, X3 represents emotional regulation ability, and X1 × X3 represents the interaction term between abusive leadership and emotional regulation ability. The regression analysis results show that abusive leadership significantly affects job insecurity (β1 = 0.60, p < 0.01), and emotional regulation ability has a direct negative effect on job insecurity (β2 = -0.42, p < 0.01). Meanwhile, emotional regulation ability plays a significant moderating role between abusive leadership and job insecurity, although the effect is relatively small (β3 = -0.21, p < 0.05). Notably, emotional regulation ability not only directly reduces employees' job insecurity but also buffers the negative impact of abusive leadership. Using the Bootstrapping method with 5000 repetitions, the results show that the confidence interval for the moderating effect does not include 0, indicating that emotional regulation ability indeed has a significant moderating effect on the relationship between abusive leadership and job insecurity, as seen in the first row of
Table 7.
H3b: To test the moderating role of emotional regulation ability in the mediating effect of job insecurity between abusive leadership and turnover intention, the following regression model was constructed:
Y = β0 + β1X1 + β2X2 + β3X3 + β4(X1 × X2) + β5(X1 × X3) + β6(X2 × X3) + ϵ
Where Y represents turnover intention, X1 represents abusive leadership, X2 represents job insecurity, X3 represents emotional regulation ability, and the interaction terms X1 × X2, X1 × X3, and X2 × X3 represent the interaction effects between the variables. The moderating effect of emotional regulation ability between abusive leadership and job insecurity (β5 = -0.19, p < 0.05) is significant, indicating that emotional regulation ability plays a moderating role in this process. The further effect of emotional regulation ability is β6 = -0.18, p < 0.05, showing that emotional regulation ability weakens the negative impact of job insecurity on turnover intention.
To test the moderating mediating effect, the Bootstrapping method (5000 repetitions) was used. The results are as follows: under high emotional regulation ability, the indirect effect of abusive leadership on turnover intention through job insecurity is significantly weakened (effect value = 0.19, confidence interval = [0.10, 0.28], does not include 0); under low emotional regulation ability, the indirect effect is significantly enhanced (effect value = 0.44, confidence interval = [0.35, 0.52], does not include 0). The research findings reveal a complex moderating-mediation mechanism: emotional regulation ability not only weakens the impact of abusive leadership on job insecurity but also weakens the effect of job insecurity on turnover intention. This dual moderating effect suggests that improving employees' emotional regulation ability could be an effective way for organizations to reduce the negative impact of abusive leadership.
Figure 3.
Regression Analysis Graph.
Figure 3.
Regression Analysis Graph.
Table 7.
Bootstrapping Analysis Results.
Table 7.
Bootstrapping Analysis Results.
| Effect Type |
Effect Value |
95% Confidence Interval |
| Moderating Effect |
-0.10 |
[-0.18,-0.02] |
| Moderated Mediation Effect (High Emotional Regulation Ability) |
0.19 |
[0.10,0.28] |
| Moderated Mediation Effect (Low Emotional Regulation Ability) |
0.44 |
[0.35,0.52] |
Table 7.
Regression Analysis Results.
Table 7.
Regression Analysis Results.
| Variable Name |
Job Insecurity |
Turnover Intention |
| M1 |
M2 |
M3 |
M4 |
M5 |
M6 |
M7 |
| Control Variables |
|
|
|
|
|
|
|
| Age |
-0.02 |
-0.02 |
-0.02 |
-0.03 |
-0.03 |
-0.03 |
-0.03 |
| Education Level |
0.12* |
0.11* |
0.11* |
0.08 |
0.07 |
0.07 |
0.06 |
| Work Tenure |
0.04 |
0.04 |
0.03 |
0.02 |
0.02 |
0.02 |
0.02 |
| Independent Variables |
|
|
|
|
|
|
|
| Abusive Leadership |
|
0.58*** |
0.55*** |
0.62*** |
0.45*** |
0.43*** |
0.40*** |
| Moderating Variables |
|
|
|
|
|
|
|
| Emotional Regulation Ability |
|
|
-0.40** |
|
|
-0.43** |
-0.41** |
| Mediating Variables |
|
|
|
|
|
|
|
| Job Insecurity |
|
|
|
|
0.58** |
0.55** |
0.52** |
| Interaction Terms |
|
|
|
|
|
|
|
| Abusive Leadership × Emotional Regulation Ability |
|
|
-0.21* |
|
|
-0.19* |
-0.16* |
| R² |
0.38 |
0.45 |
0.48 |
0.40 |
0.47 |
0.49 |
0.51 |
| F |
3.76*** |
4.25*** |
4.82** |
3.95*** |
4.35*** |
4.68*** |
4.85*** |
| ΔR² |
0.38* |
0.07** |
0.03** |
0.40* |
0.07* |
0.02* |
0.02* |