| Literature DB >> 35712201 |
Shannon P Cheung1, Bin Tu2, Chienchung Huang1.
Abstract
This study investigated the effect of ACEs and COVID-19 on grit and whether this effect is mediated by mindfulness. Although current scholarship has found that adverse childhood experiences (ACEs) have harmful consequences to individuals across the life span, less is known about the relationship between ACEs and grit. Grit is predictive of educational success and subjective wellbeing. A cross-sectional online survey administered to junior and senior students from 12 universities spread across China was conducted from September 20, 2020 to October 5, 2020. The universities were selected from geographically diverse regions of China to ensure a diverse sample. We received 1,871 completed responses from 2,229 invited students. The survey response rate was 83.9%. The results indicated that ACEs had significantly negative effects on grit, while mindfulness had significantly positive effects on grit. Once controlling for level of mindfulness, the effects of ACEs on grit largely reduced and became insignificant. The findings of this research indicate that mindfulness has a significant mediational effect on the relation between ACEs and grit and call for mindfulness-based interventions for enhancing grit for the population at risks.Entities:
Keywords: adverse childhood experience; college students; emerging adults; grit; mindfulness
Year: 2022 PMID: 35712201 PMCID: PMC9195832 DOI: 10.3389/fpsyg.2022.891532
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Level of grit, mindfulness, adverse childhood experience, and COVID-19 infection.
| Mean (S.D.) | |
| Grit (1–5) | 3.07 (0.44) |
| Perseverance (1–5) | 3.28 (0.72) |
| Consistency of effort (1–5) | 2.86 (0.63) |
| Mindfulness (15–90) | 59.61 (10.84) |
| Adverse childhood experience (%) | |
| Occurrence (No = 0, Yes = 1) | 35.16 |
| Three types or more | 8.44 |
| Adverse childhood experience (0–10) | 0.69 (1.28) |
| Abuse (0–3) | 0.28 (0.63) |
| Neglect (0–2) | 0.15 (0.41) |
| Household challenge (0–5) | 0.26 (0.61) |
N = 1871.
Descriptive statistics of socioeconomic variables.
| Mean (S.D.) | |
| Gender (%) | |
| Female | 66.97 |
| Male | 33.03 |
| Age | 20.62 (0.96) |
| Household registration (%) | |
| Rural | 38.70 |
| City, rural before | 8.93 |
| City | 52.37 |
| Grade (%) | |
| Junior | 60.72 |
| Senior | 39.28 |
| Ethnicity (%) | |
| Han | 89.36 |
| Others | 10.64 |
| Parent marital status (%) | |
| Married | 89.04 |
| Separated | 0.80 |
| Divorced | 6.89 |
| Widowed | 2.35 |
| Others | 0.91 |
| Parent highest education achievement (%) | |
| Elementary school and below | 6.90 |
| Junior high school | 28.11 |
| High school | 25.17 |
| College and above | 39.82 |
| Family income | 90990 (122030) |
| Welfare status | |
| No | 74.72 |
| Yes | 25.28 |
| Number of family members | 3.87 (1.16) |
| COVID-19 infection in family and friends (%) | |
| No | 99.14 |
| Infected | 0.48 |
| Dead | 0.37 |
| College (%) | |
| College 1 | 7.11 |
| College 2 | 9.57 |
| College 3 | 6.25 |
| College 4 | 10.85 |
| College 5 | 10.15 |
| College 6 | 7.06 |
| College 7 | 6.41 |
| College 8 | 11.54 |
| College 9 | 11.12 |
| College 10 | 2.46 |
| College 11 | 6.89 |
| College 12 | 10.58 |
N = 1871.
Regression analysis of grit.
| Model 1 | Model 2 | |||||
| B | S. E. |
| B | S. E. |
| |
| Adverse childhood experience (Score) | −0.09 | 0.01 |
| 0.00 | 0.01 | |
| Mindfulness | — | — | 0.41 | 0.01 |
| |
| Female | 0.04 | 0.02 | + | 0.04 | 0.02 | + |
| Age | 0.10 | 0.01 |
| 0.07 | 0.01 |
|
| Household registration: city, rural before | −0.03 | 0.04 | −0.03 | 0.04 | ||
| Household registration: city | 0.03 | 0.03 | 0.01 | 0.03 | ||
| Junior | 0.01 | 0.03 | 0.01 | 0.02 | ||
| Han | 0.00 | 0.03 | −0.01 | 0.03 | ||
| Married | −0.02 | 0.03 | 0.01 | 0.03 | ||
| Junior high school | −0.01 | 0.04 | −0.02 | 0.04 | ||
| High school | 0.01 | 0.05 | −0.01 | 0.04 | ||
| College and above | 0.02 | 0.05 | −0.02 | 0.05 | ||
| Family income | −0.03 | 0.01 | −0.02 | 0.01 | ||
| Welfare status | 0.03 | 0.03 | 0.03 | 0.02 | ||
| Number of family members | −0.02 | 0.01 | −0.01 | 0.01 | ||
| COVID-19 infection in family and friends | −0.01 | 0.11 | 0.03 | 0.10 | ||
| College fixed effects | Yes | Yes | ||||
| Adjusted | 0.03 | 0.18 | ||||
N = 1871. +p < 0.10, **p < 0.01, ***p < 0.001.
Robust tests of adverse childhood experiences (ACE) on grit.
| Model 1 | Model 2 | |||||
| B | S. E. |
| B | S. E. |
| |
| ACE Scale | ||||||
| Specification 1 | ||||||
| ACE (Score)] | −0.09 | 0.01 |
| 0.00 | 0.01 | |
| Mindfulness | – | – | 0.41 | 0.01 |
| |
| Specification 2 | ||||||
| Any occurrence | −0.09 | 0.02 |
| −0.02 | 0.02 | |
| Mindfulness | – | – | 0.41 | 0.01 |
| |
| Specification 3 | ||||||
| Three or more occurrences | −0.07 | 0.04 |
| −0.02 | 0.03 | |
| Mindfulness | – | – | 0.41 | 0.01 |
| |
| Three dimensions | ||||||
| Specification 4 | ||||||
| Abuse | −0.09 | 0.02 |
| −0.02 | 0.02 | |
| Mindfulness | – | – | 0.41 | 0.01 |
| |
| Specification 5 | ||||||
| Neglect | −0.06 | 0.02 |
| 0.00 | 0.02 | |
| Mindfulness | – | – | 0.41 | 0.01 |
| |
| Specification 6 | ||||||
| Household challenge | −0.04 | 0.02 | 0.02 | 0.02 | ||
| Mindfulness | – | – | 0.41 | 0.01 |
| |
N = 1871. **p < 0.01, ***p < 0.001.
Robust tests of grit subscale–perseverance.
| Model 1 | Model 2 | |||||
| B | S. E. |
| B | S. E. |
| |
| ACE Scale | ||||||
| Specification 1 | ||||||
| Adverse childhood experience (Score) | −0.16 | 0.01 |
| −0.06 | 0.01 |
|
| Mindfulness | – | – | 0.50 | 0.01 |
| |
| Specification 2 | ||||||
| Any occurrence | −0.12 | 0.04 |
| −0.04 | 0.03 | + |
| Mindfulness | – | – | 0.50 | 0.01 |
| |
| Specification 3 | ||||||
| Three or more occurrence | −0.10 | 0.06 |
| −0.04 | 0.05 | + |
| Mindfulness | – | – | 0.50 | 0.01 |
| |
| Three dimensions | ||||||
| Specification 4 | ||||||
| Abuse | −0.13 | 0.03 |
| −0.04 | 0.02 | + |
| Mindfulness | – | – | 0.50 | 0.01 |
| |
| Specification 5 | ||||||
| Neglect | −0.10 | 0.04 |
| −0.02 | 0.04 | |
| Mindfulness | – | – | 0.50 | 0.01 |
| |
| Specification 6 | ||||||
| Household challenge | −0.14 | 0.03 |
| −0.07 | 0.03 |
|
| Mindfulness | – | – | 0.50 | 0.01 |
| |
N = 1871. +p < 0.10, **p < 0.01, ***p < 0.001.
Robust tests of adverse childhood experiences (ACE) on grit subscale–consistency of interests.
| Model 1 | Model 2 | |||||
| B | S. E. |
| B | S. E. |
| |
| ACE Scale | ||||||
| Specification 1 | ||||||
| Adverse childhood experience (Score) | 0.07 | 0.01 |
| 0.07 | 0.01 |
|
| Mindfulness | – | – | 0.01 | 0.00 | ||
| Specification 2 | ||||||
| Any occurrence | 0.02 | 0.03 | 0.02 | 0.03 | ||
| Mindfulness | – | – | 0.00 | 0.00 | ||
| Specification 3 | ||||||
| Three or more occurrence | 0.01 | 0.05 | 0.01 | 0.05 | ||
| Mindfulness | – | – | 0.00 | 0.00 | ||
| Three dimensions | ||||||
| Specification 4 | ||||||
| Abuse | 0.02 | 0.02 | 0.02 | 0.02 | ||
| Mindfulness | – | – | 0.00 | 0.00 | ||
| Specification 5 | ||||||
| Neglect | 0.03 | 0.04 | 0.03 | 0.04 | ||
| Mindfulness | – | – | 0.00 | 0.00 | ||
| Specification 6 | ||||||
| Household challenge | 0.10 | 0.03 |
| 0.10 | 0.03 |
|
| Mindfulness | – | – | 0.00 | 0.00 | ||
N = 1871. *p < 0.05, **p < 0.01, ***p < 0.001.