Acta Psychologica Sinica ›› 2025, Vol. 57 ›› Issue (7): 1231-1247.doi: 10.3724/SP.J.1041.2025.1231
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CEN Yushan1, XIA Lingxiang1(
), HUANG Runyu2, LV Jie1
Published:2025-07-25
Online:2025-04-24
Contact:
XIA Lingxiang, E-mail: CEN Yushan, XIA Lingxiang, HUANG Runyu, LV Jie. (2025). The two-factor structure of harm aversion and the mechanism underlying its function of resisting aggression. Acta Psychologica Sinica, 57(7), 1231-1247.
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URL: https://journal.psych.ac.cn/acps/EN/10.3724/SP.J.1041.2025.1231
Figure 1. Processing Tree for Separating Harm Action Aversion and Harm Outcome Aversion. Note: A, Harm action aversion parameter; O, Harm outcome aversion parameter
| Criterion | Parameter A | Parameter O | Correlation Difference Test z | Correlation Difference Test p |
|---|---|---|---|---|
| Harm Action Aversion Score | 0.16** | 0.23*** | ?0.90 | 0.370 |
| Harm Outcome Aversion Score | 0.08 | 0.23*** | ?2.02* | 0.044 |
| Empathy | 0.13* | 0.30*** | ?2.25* | 0.024 |
| Traditional Moral Judgment | 0.27*** | 0.22*** | 0.61 | 0.544 |
| Deontology Parameter | 0.29*** | 0.28*** | 0.22 | 0.830 |
| Utilitarianism Parameter | ?0.05 | ?0.01 | ?0.56 | 0.579 |
| Psychopathy | ?0.27*** | ?0.42*** | 2.07* | 0.038 |
| Physical Aggression | ?0.22*** | ?0.22*** | 0.05 | 0.958 |
| Verbal Aggression | ?0.09 | ?0.13* | 0.47 | 0.638 |
Table 1. Correlations between Parameter A, Parameter O, and Criteria
| Criterion | Parameter A | Parameter O | Correlation Difference Test z | Correlation Difference Test p |
|---|---|---|---|---|
| Harm Action Aversion Score | 0.16** | 0.23*** | ?0.90 | 0.370 |
| Harm Outcome Aversion Score | 0.08 | 0.23*** | ?2.02* | 0.044 |
| Empathy | 0.13* | 0.30*** | ?2.25* | 0.024 |
| Traditional Moral Judgment | 0.27*** | 0.22*** | 0.61 | 0.544 |
| Deontology Parameter | 0.29*** | 0.28*** | 0.22 | 0.830 |
| Utilitarianism Parameter | ?0.05 | ?0.01 | ?0.56 | 0.579 |
| Psychopathy | ?0.27*** | ?0.42*** | 2.07* | 0.038 |
| Physical Aggression | ?0.22*** | ?0.22*** | 0.05 | 0.958 |
| Verbal Aggression | ?0.09 | ?0.13* | 0.47 | 0.638 |
| Variable | M | SD | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|---|
| 1. Parameter A | 0.57 | 0.16 | ? | ||||
| 2. Parameter O | 0.23 | 0.32 | 0.09 | ? | |||
| 3. Moral Disengagement | 1.99 | 0.55 | ?0.17*** | ?0.32*** | ? | ||
| 4. Physical Aggression | 1.84 | 0.63 | ?0.16** | ?0.32*** | 0.60*** | ? | |
| 5. Verbal Aggression | 2.60 | 0.73 | ?0.05 | ?0.13** | 0.32*** | 0.48*** | ? |
Table 2 Descriptive Statistics and Correlation Analysis (Experiments 2a)
| Variable | M | SD | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|---|
| 1. Parameter A | 0.57 | 0.16 | ? | ||||
| 2. Parameter O | 0.23 | 0.32 | 0.09 | ? | |||
| 3. Moral Disengagement | 1.99 | 0.55 | ?0.17*** | ?0.32*** | ? | ||
| 4. Physical Aggression | 1.84 | 0.63 | ?0.16** | ?0.32*** | 0.60*** | ? | |
| 5. Verbal Aggression | 2.60 | 0.73 | ?0.05 | ?0.13** | 0.32*** | 0.48*** | ? |
Figure 2. Structural Model of Parameter A/O, Moral Disengagement, and Physical/Verbal Aggression. Note. Path coefficients are standardized coefficients, * p < 0.05, ** p < 0.01, *** p < 0.001.. For visual clarity, paths for gender and age are hidden; dashed lines indicate non-significant paths.
| Variable | M | SD | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|---|
| 1. Parameter A | 0.51 | 0.16 | ? | |||
| 2. Parameter O | 0.25 | 0.27 | 0.17 | ? | ||
| 3. Moral Disengagement | 2.00 | 0.58 | ?0.02 | ?0.21* | ? | |
| 4. Aggressive Behavior | 0.48 | 0.36 | ?0.01 | ?0.24* | 0.60*** | ? |
Table 3 Descriptive Statistics and Correlation Analysis (Experiments 2b)
| Variable | M | SD | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|---|
| 1. Parameter A | 0.51 | 0.16 | ? | |||
| 2. Parameter O | 0.25 | 0.27 | 0.17 | ? | ||
| 3. Moral Disengagement | 2.00 | 0.58 | ?0.02 | ?0.21* | ? | |
| 4. Aggressive Behavior | 0.48 | 0.36 | ?0.01 | ?0.24* | 0.60*** | ? |
| Path | Effect Size | 95% CI | Effect Proportion | |
|---|---|---|---|---|
| LLCI | ULCI | |||
| Total effect: Parameter O → Aggressive Behavior | ?0.23 | ?0.39 | ?0.06 | 100% |
| Mediation effect: Parameter O → Moral Disengagement → Aggressive Behavior | ?0.12 | ?0.26 | 0.03 | 50.00% |
| Direct effect: Parameter O → Aggressive Behavior | ?0.12 | ?0.21 | ?0.02 | 50.00% |
Table 4 Overall Test of Mediation Effect
| Path | Effect Size | 95% CI | Effect Proportion | |
|---|---|---|---|---|
| LLCI | ULCI | |||
| Total effect: Parameter O → Aggressive Behavior | ?0.23 | ?0.39 | ?0.06 | 100% |
| Mediation effect: Parameter O → Moral Disengagement → Aggressive Behavior | ?0.12 | ?0.26 | 0.03 | 50.00% |
| Direct effect: Parameter O → Aggressive Behavior | ?0.12 | ?0.21 | ?0.02 | 50.00% |
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