This study included 359 community-dwelling adults aged 18 to 57, with an average age of 26.14 ± 7.06 years. All participants had a history of trauma, and demographic details for those over 18 are summarized in
Table 1.
| Demographic Variable and Level | Frequency (%) |
|---|
| Gender | |
| Male | 68 (19.2) |
| Female | 286 (80.8) |
| Educational level (y) | |
| 8 | 10 (2.8) |
| 12 | 97 (27.4) |
| 14 | 12 (3.4) |
| 16 | 156 (44.1) |
| 18 | 59 (16.7) |
| 22 | 20 (5.6) |
| Mother's educational level (y) | |
| 8 | 108 (30.5) |
| 12 | 134 (37.9) |
| 14 | 18 (5.1) |
| 16 | 62 (17.5) |
| 18 | 24 (6.8) |
| 22 | 8 (2.3) |
| Father's educational level (y) | |
| 8 | 94 (26.6) |
| 12 | 106 (29.9) |
| 14 | 26 (7.3) |
| 16 | 75 (21.2) |
| 18 | 38 (10.7) |
| 22 | 15 (4.2) |
| Mother's employment status | |
| Employee | 52 (14.7) |
| Self-employed | 36 (10.2) |
| Homemaker | 266 (75.1) |
| Father's employment status | |
| Employee | 91 (25.7) |
| Self-employed | 150 (42.4) |
| Retired | 113 (31.9) |
| History of physical illness | |
| Yes | 129 (36.4) |
| No | 225 (63.6) |
| History of mental illness | |
| Yes | 106 (29.9) |
| No | 248 (70.1) |
| Marital status | |
| Single | 240 (67.8) |
| Married | 55 (15.5) |
| In a relationship | 49 (13.8) |
| Widowed | 10 (2.8) |
| History of trauma experience | |
| Childhood experience | 287 (81.1) |
| Adult experience | 67 (18.9) |
Table 1 provides an overview: The majority were female (80.8%), most held at least a BA degree (44.1%), and many reported that their mothers were homemakers (75.1%). Nearly a third (36.4%) had physical illnesses, and 29.9% reported a history of mental health issues. Most participants were single (67.8%), and a large proportion experienced trauma during childhood (81.1%).
Table 2 compares ER and trauma exposure between individuals with an internal versus an external LoC. Those with an external locus scored higher in difficulties such as accepting their emotions (M = 14.04) and goal pursuit (M = 15.53) compared to those with an internal locus (M = 10.86 and M = 13.96). Notably, overall ER difficulties were greater in the external group (M = 98.09) than in the internal group (M = 88.66). Furthermore, individuals with an external locus reported greater trauma exposure, including crime-related events (M = 1.81) and general trauma experiences (M = 6.24), compared to those with an internal locus. These findings suggest that feeling in control may bolster emotional resilience, potentially reducing trauma exposure and improving emotional regulation.
| Variables and Subscale | Mean ± SD | Mean ± SD |
|---|
| Internal LoC | External LoC |
|---|
| ER | | | |
| Non-acceptance | 13.24 ± 6.36 | 10.86 ± 4.89 | 14.04 ± 6.60 |
| Goals | 15.14 ± 3.67 | 13.96 ± 3.34 | 15.53 ± 3.70 |
| Impulses | 15.11 ± 4.57 | 13.48 ± 3.52 | 15.66 ± 4.75 |
| Awareness | 19.11 ± 3.47 | 20.37 ± 3.08 | 18.69 ± 3.50 |
| Strategies | 20.29 ± 6.55 | 17.33 ± 4.42 | 21.29 ± 6.85 |
| Clarity | 12.80 ± 2.21 | 12.64 ± 1.74 | 12.86 ± 2.34 |
| Total ER score | 95.72 ± 19.51 | 88.66 ± 14.45 | 98.09 ± 20.42 |
| TH | | | |
| ACC | 1.72 ± 1.41 | 1.46 ± 1.15 | 1.81 ± 1.49 |
| ND | 6.03 ± 5.60 | 5.41 ± 3.38 | 6.24 ± 2.67 |
| Phy. & Sex Ass | 6.27 ± 1.59 | 5.61 ± 3.68 | 6.49 ± 3.82 |
| Total trauma score | 14.03 ± 10.30 | 12.49 ± 6.31 | 12.54 ± 6.55 |
Abbreviations: ER, emotion regulation; TH, trauma history; LoC, locus of control; ND, natural disaster; Phy. & Sex Ass., physical & sex assault; ACC, accidents.
The correlation matrix in
Table 3 highlights significant relationships among ER, TH, and LoC. For individuals with an internal LoC, strong positive correlations emerged between non-acceptance of emotions and overall ER difficulties (r = 0.74), as well as with impulse management (r = 0.46) and emotional clarity (r = 0.43). Those with an external LoC also showed a strong connection between non-acceptance and ER issues (r = 0.81). These findings underscore how perceived control can influence emotional responses and trauma outcomes, with all correlations being statistically significant (P < 0.05).
| Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|
| Internal LoC | | | | | | | | | | | |
| 1. Non-acceptance | 1 | | | | | | | | | | |
| 2. Goals | 0.31 a | 1 | | | | | | | | | |
| 3. Impulses | 0.46 a | 0.61 a | 1 | | | | | | | | |
| 4. Awareness | -0.03 | 0.18 | 0.17 | 1 | | | | | | | |
| 5. Strategies | 0.54 a | 0.56 a | 0.56 a | 0.07 | 1 | | | | | | |
| 6. Clarity | 0.43 a | 0.31 a | 0.43 a | -0.04 | 0.44 a | 1 | | | | | |
| 7. TER | 0.74 a | 0.74 a | 0.79 a | 0.30 a | 0.83 a | 0.57 a | 1 | | | | |
| 8. ACC | -0.06 | -0.09 | -0.11 | -0.16 | -0.06 | 0.30 a | -0.03 | 1 | | | |
| 9. ND | 0.18 | 0.09 | 0.05 | -0.10 | -0.12 | 0.15 | 0.13 | 0.09 | 1 | | |
| 10. Phy. & Sex Ass. | -0.03 | -0.06 | -0.06 | -0.03 | -0.10 | -0.07 | -0.06 | 0.20 b | 0.21 b | 1 | |
| 11. TTH | 0.03 | -0.03 | -0.02 | -0.02 | -0.05 | -0.15 | -0.01 | 0.34 a | 0.52 a | 0.83 a | |
| External LoC | | | | | | | | | | | |
| 1. Non-acceptance | 1 | | | | | | | | | | |
| 2. Goals | 0.53 a | 1 | | | | | | | | | |
| 3. Impulses | 0.59 a | 0.71 a | 1 | | | | | | | | |
| 4. Awareness | -0.17 | -0.10 | 0.03 | 1 | | | | | | | |
| 5. Strategies | 0.70 a | 0.67 a | 0.75 a | 0.05 | 1 | | | | | | |
| 6. Clarity | 0.41 a | 0.27 a | 0.38 a | 0.06 | 0.39 a | 1 | | | | | |
| 7. TER | 0.81 a | 0.79 a | 0.85 a | 0.17 a | 0.91 a | 0.53 a | 1 | | | | |
| 8. ACC | 0.15 | 0.09 | 0.07 | -0.04 | 0.12 | 0.04 | 0.12 | 1 | | | |
| 9. ND | -0.02 | 0.02 | -0.03 | 0.08 | -0.02 | -0.03 | -0.01 | 0.28 a | 1 | | |
| 10. Phys & Sex Ass. | 0.15 | 0.21 a | 0.20 a | 0.01 | 0.23 a | 0.15 b | 0.23 a | 0.12 | 0.12 | 1 | |
| 11. TTH | 0.14 | 0.19 a | 0.16 a | 0.04 | 0.20 a | 0.11 | 0.20 a | 0.39 a | 0.56 a | 0.87 a | 1 |
Abbreviations: LoC, locus of control; TER, total emotion regulation; Phy. & Sex Ass., physical & sex assault; TTH, total trauma history; ND, natural disaster; ACC, accidents.
a P < 0.001.
b P < 0.05.
A bivariate analysis revealed no significant relationship between age at trauma and ER difficulties (r = 0.008, P = 0.882), nor between TH and LoC (all P > 0.05). However, a Chi-square test indicated a significant association between age at trauma and LoC (χ² (1) = 5.008, P = 0.025). Specifically, individuals without a TH tended to be more likely to hold an external LoC.
Before conducting hierarchical regression, assumptions like normality were checked via skewness and kurtosis. The data appeared normally distributed, with skewness between -2 and +2 and kurtosis within -10 to +10. Multicollinearity was assessed through tolerance and VIF, and no issues were found. Homoscedasticity was confirmed as residual variance remained consistent across predictor values. These checks ensured that the data met the necessary criteria for regression analysis.
The hierarchical regression analysis examined whether LoC moderates the relationship between TH and ER. The model first included TH, explaining 26% of the variance in ER scores. When LoC was added, the explained variance increased by 4%. Including the interaction term of TH and LoC further contributed an additional 1.1%, bringing the total explained variance to 77%.
Table 4 presents the findings of the hierarchical regression analysis used to explore whether LoC moderates the relationship between TH and emotional regulation. In the first step, TH explained 2.6% of the variance in emotional regulation (B = 0.161,
t = 3.06, P < 0.001), indicating a significant effect. When LoC was added in the second step, the model's explanatory power increased to 6.6%, with LoC itself showing a significant positive association with emotional regulation (B = 0.201,
t = 3.88, P < 0.001). The most telling result came in the third step, where the interaction between TH and LoC was included. This adjusted the total explained variance to 7.7%, and the interaction term was also statistically significant (B = 0.210,
t = 2.06, P < 0.05). This means that LoC does indeed influence how TH relates to emotional regulation — acting as a moderator.
| Step and Variables | R2 | ΔR2 | Standardized Coefficient (β) | Standard Error (SE) | 95% CI | t-Value |
|---|
| Step 1 | | | | | | |
| TH | -0.026 | - | 0.161 | 0.072 | 0.07 to 0.19 | 3.06 a |
| Step 2 | | | | | | |
| TH | - | - | - | - | - | - |
| LoC | -0.66 | 0.04 | 0.201 | 0.032 | 0.14 to 0.38 | 3.88 a |
| Step 3 | | | | | | |
| TH | | | | | | |
| LoC | | | | | | |
| TH × LoC | 0.077 | 0.011 | 0.210 | 0.050 | 0.11 to 0.31 | 2.06 b |
Abbreviations: TH, trauma history; LoC, locus of control
a P < 0.001
b P < 0.05.
The analysis was also extended to specific trauma components — such as accidents, natural disasters, and physical or sexual assault — by including their interaction terms with LoC. The model predicted ER across these factors, with residuals remaining independent (Durbin-Watson = 1.87), supporting the robustness of these results.
Based on
Table 5, initially, trauma components explained about 3.3% of the variance in ER. When LoC was added in the second step, the model’s predictive power increased by 4%, indicating that LoC independently contributes to understanding emotional regulation. In the final step, including the interaction terms between trauma components and LoC added another 2.6%, showing that these interactions significantly improve the model's accuracy. Overall, TH and its interactions with LoC accounted for roughly 10% of the variation in ER. Importantly, physical and sexual trauma experiences had a direct, significant impact on emotional regulation. Additionally, LoC independently predicted ER after accounting for TH. The significant interaction between physical/sexual trauma and LoC suggests that personal beliefs influence how trauma affects emotional regulation, functioning as a moderating factor. The progressive increases in explained variance with each step highlight the important roles that trauma elements, personal beliefs, and their interplay play in shaping emotional regulation processes.
| Variables | R² | ΔR² | Standardized Coefficient (β) | Standard Error (SE) | 95% CI | t-Value |
|---|
| Step 1 | 0.033 | - | - | - | - | - |
| ACC | - | - | 0.087 | 0.040 | -0.16 to -0.28 | 1.59 |
| ND | - | - | -0.012 | 0.190 | -0.11 to 0.11 | -0.21 |
| PSA | - | - | 0.151 | 0.090 | 0.23 to 0.07 | 2.84 a |
| Step 2 | 0.074 | 0.040 | - | - | - | - |
| ACC | | | | | | |
| ND | | | | | | |
| PSA | | | | | | |
| LoC | - | - | 0.202 | 0.032 | 0.09 to 0.52 | 3.91 b |
| Step 3 | 0.100 | 0.026 | - | - | - | - |
| ACC × LoC | - | - | 0.128 | 0.160 | -0.01 to 0.23 | 1.02 |
| ND × LoC | - | - | -0.179 | 0.235 | -0.48 to -0.26 | -1.43 |
| PSA × LoC | - | - | 0.252 | 0.186 | 0.56 to 0.13 | 2.70 a |
Abbreviations: ACC, accidents; ND, natural disasters; LoC, locus of control; TER, total emotion regulation; PSA, physical & sex assault.
a P < 0.05.
b P < 0.001.