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Wang H, Xu J, Fu S, Tsang UK, Ren H, Zhang S, Hu Y, Zeman JL, Han ZR. Friend Emotional Support and Dynamics of Adolescent Socioemotional Problems. J Youth Adolesc 2024; 53:2732-2745. [PMID: 38842748 DOI: 10.1007/s10964-024-02025-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 05/21/2024] [Indexed: 06/07/2024]
Abstract
Emotional support from friends is a crucial source of social support for adolescents, significantly influencing their psychological development. However, previous research has primarily focused on how this support correlates with general levels of socioemotional problems among adolescents, neglecting the significance of daily fluctuations in these problems. The aim of this study was to explore the relationship between friend emotional support and both the average and dynamic indicators of daily emotional and peer problems in adolescents. These dynamic indicators include within-domain dynamics-such as inertia, which reflects the temporal dependence of experiences, and volatility, which indicates within-person variance-and cross-domain dynamics, such as transactional effects, which measure the strength of concurrent or lagged associations between daily emotional and peer problems. Participants were 315 seventh-grade Chinese adolescents (Mage = 13.05 years, SD = 0.77 years; 48.3% girls). Adolescents reported on their friends' emotional support at baseline and then completed measures of daily emotion and peer problems over a 10-day period. Using dynamic structural equation models, the results revealed that higher levels of friend emotional support were associated with fewer daily socioemotional problems. This was evident both in terms of average levels and dynamic aspects, characterized by lower mean levels of daily emotional and peer problems, reduced inertia and volatility of these problems, and a weaker spillover effect from daily emotional issues to peer problems. These findings highlight the significant role of friend-emotional support in mitigating adolescents' daily socioemotional challenges.
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Affiliation(s)
- Hui Wang
- Department of Psychology, Faculty of Arts and Sciences, Beijing Normal University at Zhuhai, Zhuhai, China
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China
| | - Jianjie Xu
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China
| | - Sinan Fu
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China
| | - Ue Ki Tsang
- Department of Counseling & Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Haining Ren
- T. Denny Sanford School of Social and Family Dynamics, Arizona State University, Tempe, AZ, USA
| | - Shurou Zhang
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China
| | - Yueqin Hu
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China.
| | - Janice L Zeman
- Department of Psychological Sciences, William & Mary, Williamsburg, VA, USA
| | - Zhuo Rachel Han
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education, National Virtual Simulation Center for Experimental Psychology Education, Beijing Normal University, Beijing, China.
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Hou X, Hu T, Li H, Henry S, Ren S, Xi J, Mõttus R. Construct Validity, Longitudinal Measurement Invariance, Incremental Validity, and Predictive Validity of the Original Grit Scale in Chinese Young Adults. J Pers Assess 2024:1-13. [PMID: 38959132 DOI: 10.1080/00223891.2024.2367547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 05/31/2024] [Indexed: 07/05/2024]
Abstract
Although many studies have attempted to validate grit scales because of the construct's popularity, most have considered the shorter rather than the longer Original Grit Scale (Grit-O). We examined the Grit-O's construct validity, longitudinal measurement invariance, incremental validity for academic performance, and longitudinal predictive validity for subjective well-being among young Chinese. We used a cross-sectional sample of 3,322 college students and a longitudinal sample of 1,884 college students, tested twice over 10 months. The first-order factor model fit the data better than other models and showed partial configural and metric measurement invariance over time. Grit and its two facets longitudinally predicted subjective well-being (i.e., life satisfaction, happiness, positive affect, negative affect, and depression) but had negligible incremental validity for two semesters' grades after controlling for conscientiousness. So, while the Grit-O could be a useful construct for young adults, its predictive value overlaps with a better-established construct, conscientiousness.
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Affiliation(s)
- Xiangling Hou
- The Key Research Institute of Chongqing for Curriculum & Instruction, School of Education, Chongqing Normal University, Chongqing, China
| | - Tianqiang Hu
- School of Education, China West Normal University, Nanchong, China
| | - Haoran Li
- Department of Educational Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Sam Henry
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Shengtao Ren
- School of Public Foundation, Taizhou Vocational College of Science & Technology, Taizhou, China
| | - Juzhe Xi
- Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
- Positive Education China Academy (PECA) of Han-Jing Institute for Studies in Classics, Juzhe Xi's Master Workroom of Shanghai School Mental Health Service, China Research Institute of Care and Education of Infants and Young Children, East China Normal University, Shanghai, China
| | - René Mõttus
- Department of Psychology, University of Edinburgh, Edinburgh, UK
- Institute of Psychology, University of Tartu, Tartu, Estonia
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Gong X, Chen C, Tong X. Does Grit Compensate for Family Background Disadvantage in Predicting Mental Health Difficulties? A Longitudinal Study of Chinese Migrant and Urban Children. J Youth Adolesc 2024; 53:1480-1497. [PMID: 38459232 DOI: 10.1007/s10964-024-01953-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/08/2024] [Indexed: 03/10/2024]
Abstract
The significant population of Chinese rural-to-urban migrant children has sparked considerable domestic and international concern regarding their disadvantaged family circumstances and their escalating prevalence of internalizing and externalizing problems. Derived from the resource substitution hypothesis, non-cognitive factors such as personality traits may act as "substitution" resources for educational outcomes of children from less privileged families. Yet, the compensatory role of personality traits as substitution resources in children's mental health has received limited attention, including that of migrant children. This study examined the interplay of trait-like grit and family SES on emotional and conduct problems among Chinese migrant and urban children. The current sample consisted of 770 migrant children (Mage = 10.45 and SDage = 0.68 years; 38.4% girls) and their 222 urban counterparts (Mage = 10.34 and SDage = 0.46 years; 45.5% girls). Moderated polynomial regressions with response surface analysis on a two-wave data with an interval of over six months showed that grit served as a "substitution" resource for the less socioeconomically advantaged children. The compensatory effect of perseverance of effort on urban children's emotional problems and that of consistency of interest on migrant children's conduct problems were visualized. Moreover, the two compensatory effects were found to be robust and unique, even after children's effortful control, a grit-related construct, was taken into account. These findings not only support the resource substitution hypothesis, but also underscore the protective role that grit plays in children under less privileged environments.
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Affiliation(s)
- Xinmei Gong
- School of Psychology, School of Education Science, Nanjing Normal University, Nanjing, China
| | - Chen Chen
- School of Psychology, Research Institute of Moral Education, Nanjing Normal University, Nanjing, China.
| | - Xin Tong
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
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Tao Y, Yu H, Liu M, Wang P, Zhang J, Yang Y, Xin T. Procrastination and physical activity: The moderated mediating effect of grit. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:1150-1158. [PMID: 35549652 DOI: 10.1080/07448481.2022.2068962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 04/18/2022] [Indexed: 06/15/2023]
Abstract
Objective: To explore the relation between procrastination and physical activity in college students and test whether grit mediated, age and gender moderated the process. Participants: 610 college students (aged 20.07 ± 1.53; 45.2% males) in Shanghai. Methods: Procrastination, grit and physical activity were tested respectively by International Procrastination Scale, Grit-S scale and International Physical Activity Questionnaire. Results: Correlation analysis showed that procrastination, grit and physical activity were related in pairs. Procrastination was negatively correlated with physical activity. Grit mediated between procrastination and physical activity. Females showed stronger moderation effect from grit to physical activity than males, while the effect between procrastination and grit was more significant for the younger. Conclusion: The moderated mediating model provided a new strategy of improving personality traits which contributed to lack of physical activity. More psychologically relevant measures should be taken in reducing procrastination to improve physical activity via improving grit.
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Affiliation(s)
- Yiming Tao
- School of Electronic Information and Electric Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Hongyan Yu
- Physical Education Department, Shanghai Jiao Tong University, Shanghai, China
| | - Min Liu
- Department of Physical Education, Tongji University, Shanghai, China
| | - Peng Wang
- Physical Education Department, Shanghai Jiao Tong University, Shanghai, China
| | - Jian Zhang
- Physical Education Department, Shanghai Jiao Tong University, Shanghai, China
| | - Ying Yang
- Hebei International School, Shijiazhuang, China
| | - Tansiqi Xin
- Physical Education Department, Shanghai Jiao Tong University, Shanghai, China
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Fekih-Romdhane F, Malaeb D, Hallit S, Obeid S. Does mindfulness moderate the association between impulsivity and well-being in Lebanese university students? INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024; 34:1397-1409. [PMID: 37211811 DOI: 10.1080/09603123.2023.2212595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/08/2023] [Indexed: 05/23/2023]
Abstract
Limited evidence showed that impulsivity is negatively related to life satisfaction and wellbeing; however, the mechanisms underlying this relationship remain unclear. We aimed through this work to investigate the relationship between impulsivity dimensions and well-being and to explore the moderator role of mindfulness on this relationship in a sample of Lebanese university students. This cross-sectional study was carried out among 363 university students recruited through convenience sampling through several universities in Lebanon's governorates. Higher mindfulness was significantly associated with better wellbeing in the models that considered urgency and sensation seeking as independent variables. A lack of premeditation and a lack of perseverance were both inversely associated with well-being. The interaction lack of perseverance by mindfulness was significantly associated with wellbeing; for students who were low in mindfulness, more lack of perseverance was significantly associated with a lower wellbeing. Our study suggested that mindfulness practice may offer a promising avenue for implementing strategies aiming at improving the well-being of students with high levels of impulsivity.
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Affiliation(s)
- Feten Fekih-Romdhane
- The Tunisian Center of Early Intervention in Psychosis, Department of psychiatry "Ibn Omrane", Razi hospital, Manouba City, Tunisia
- Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia
| | - Diana Malaeb
- College of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates
- School of Pharmacy, Lebanese International University, Beirut, Lebanon
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh, Lebanon
- Applied Science Research Center, Applied Science Private University, Amman, Jordan
- Research Department, Psychiatric Hospital of the Cross, Jal Eddib, Lebanon
| | - Sahar Obeid
- Social and Education Sciences Department, School of Arts and Sciences, Lebanese American University, Jbeil, Lebanon
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Akaishi Y, Nawa N, Kashimada A, Itsui Y, Okada E, Yamawaki M. Association between Grit and depressive symptoms at the timing of job start among medical residents during the COVID-19 pandemic in Japan: a cross-sectional study. MEDICAL EDUCATION ONLINE 2023; 28:2225886. [PMID: 37343594 PMCID: PMC10286665 DOI: 10.1080/10872981.2023.2225886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/11/2023] [Accepted: 06/12/2023] [Indexed: 06/23/2023]
Abstract
INTRODUCTION The COVID-19 pandemic had an additional negative impact on the mental health of healthcare workers, including residents. Previous studies revealed that grit, which is an individual trait to achieve long-term goals unrelated to intelligence quotient, is not only positively associated with academic achievement and career success but also negatively correlated with depression. This study aimed to examine the association between grit and depressive symptoms among residents at the time of job start during the coronavirus disease 2019 (COVID-19) pandemic in Japan. MATERIALS AND METHODS This cross-sectional study used data from all post-graduate year 1 residents from March 2020 to April 2022 at Tokyo Medical and Dental University, Tokyo, Japan. Grit was measured by the Japanese version of Grit-S. The resident's depressive symptoms were assessed using the Center for Epidemiologic Studies Depression Scale. The association of interest was examined using logistic regression analysis. RESULTS Among 221 residents, 28 (12.7%) have depressive symptoms. One unit increase in Grit-S score after adjusting for age, sex, graduated university, and sleeping hours was associated with lower odds of having depressive symptoms by 63% (odds ratio [OR]: 0.37; 95% confidence interval [CI]: 0.19-0.74). Further, the perseverance of effort subscale score was associated with lower odds of having depressive symptoms after covariate adjustment (OR: 0.43; 95% CI: 0.22-0.84). CONCLUSIONS Higher grit scores were associated with lower odds of having depressive symptoms among residents at the timing of job start during the COVID-19 pandemic. Regular mental health assessment is particularly important for residents with low grit scores at entry.
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Affiliation(s)
- Yu Akaishi
- Department of Medical Education Research and Development, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Professional Development, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nobutoshi Nawa
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ayako Kashimada
- Department of Medical Education Research and Development, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Professional Development, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasuhiro Itsui
- Department of Medical Education Research and Development, Tokyo Medical and Dental University, Tokyo, Japan
| | - Eriko Okada
- Department of Medical Education Research and Development, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Professional Development, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masanaga Yamawaki
- Department of Medical Education Research and Development, Tokyo Medical and Dental University, Tokyo, Japan
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Du X, Liu X, Zhao Y, Wang S. Psychometric testing of the 10-item perceived stress scale for Chinese nurses. BMC Nurs 2023; 22:430. [PMID: 37964241 PMCID: PMC10647153 DOI: 10.1186/s12912-023-01602-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 11/08/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Nurses bear a lot of stressors at work. The 10-item Perceived Stress Scale (PSS-10) is a widely used self-reported scale for measuring the global perception of stress. However, there is a lack of use of the PSS-10 in Chinese nurses. This study aimed to test the psychometric properties of the PSS-10 among Chinese nurses. METHODS A total of 708 Chinese nurses completed the PSS-10, the Big Five Inventory (BFI), and the Depression Anxiety and Stress Scale (DASS). Confirmatory factor analysis (CFA) tested the factor structure of the PSS-10. Cronbach's α and test-retest correlation examined the scale reliability. Pearson correlation and hierarchical regression analyses tested the convergent, discriminant and criterion validity of the PSS-10. RESULTS CFA revealed that a two-factor model fits the structure of the PSS-10 in Chinese nurses (χ2/df = 6.25, p < 0.001; comparative fit index [CFI] = 0.94, non-normal fit index [NNFI] = 0.92, Tucker-Lewis index [TLI] = 0.91, root mean square error of approximation [RMSEA] = 0.08, standardized root mean square residual [SRMR] = 0.05). The scale demonstrated adequate internal consistency (α = 0.86) and test-retest reliability (r = 0.66, p < 0.001), satisfactory convergent and discriminant validity with relations to Big Five personalities, as well as good criterion validity such that the PSS-10 score could explain incremental variance in predicting anxiety, depression and stress. CONCLUSIONS Our findings suggest that PSS-10 is a reliable and valid measure of perceived stress among Chinese nurses and can be used in future research and practice on stress management and coping in Chinese nurses.
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Affiliation(s)
- Xiaoyu Du
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
| | - Xiqin Liu
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
| | - Yajun Zhao
- School of Education and Psychology, Southwest Minzu University, Chengdu, China
| | - Song Wang
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China.
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Wang Z, Hua L, Huang Y, Deng X, Zhao Y, Xiao Y, Li J. Chinese calligraphic handwriting practice promotes positive affect in adolescents: Converging evidence from correlational and experimental designs. Acta Psychol (Amst) 2023; 241:104057. [PMID: 37866040 DOI: 10.1016/j.actpsy.2023.104057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 10/15/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023] Open
Abstract
Chinese calligraphic handwriting (CCH) practice has proven to be beneficial to several aspects of psychological health and has been considered a complementary therapy for mental disorders. However, less is known about whether CCH practice benefits an individual's positive affect, a core component of affective well-being. Therefore, we examined this question in Chinese adolescents by combining correlational and experimental methods. In Study 1 (N = 1460), we found that high school students who practiced CCH had higher positive affect in their daily lives than those who did not practice CCH. In Study 2, a training experiment was conducted with college students, who were randomly assigned to receive either CCH training or no treatment. A six-day short-term CCH training led to a significant benefit in positive affect in the training group (N = 23) relative to the control group (N = 27). Together, our study provides converging evidence that CCH practice can promote positive affect in adolescents, further supporting the promotion of CCH in mental health practice.
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Affiliation(s)
- Zhidong Wang
- College of Teacher Education, Dali University, Dali, China; Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Liyun Hua
- College of Teacher Education, Dali University, Dali, China
| | - Yanfei Huang
- College of Teacher Education, Dali University, Dali, China
| | - Xueer Deng
- College of Liberal Arts, Wenzhou-Kean University, Wenzhou, China
| | - Yajun Zhao
- School of Education and Psychology, Southwest Minzu University, Chengdu, China
| | - Youxing Xiao
- College of Teacher Education, Dali University, Dali, China.
| | - Jingguang Li
- College of Teacher Education, Dali University, Dali, China.
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Zaidi FZ, Lai MM, Jumaat A, Lee Y. Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3480. [PMID: 36834173 PMCID: PMC9959708 DOI: 10.3390/ijerph20043480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
This paper examines mindfulness as a costless cognitive asset in reducing stress and improving subjective well-being and psychological well-being among Malaysian bottom-forty-percent and middle-forty-percent income earners, known as B40 and M40, respectively. The participants recruited for this experimental study were divided into intervention and control groups and completed pre- and post-assessment questionnaires. The leveraging on digital technologies during pandemic times from May to June 2021 enabled participants in the intervention group (n = 95) to undergo four weekly online mindfulness intervention sessions through Google Meet and completed daily home mindfulness practices using the mobile application for mindfulness: the MindFi version 3.8.0 mobile app. Based on the Wilcoxon signed-rank test, the intervention group's mindfulness and well-being levels increased significantly after four weeks. This outcome contrasted to those in the control group (n = 31), who exhibited lower mindfulness and well-being levels. The PLS-SEM structural model consists of mindfulness as an independent variable, subjective and psychological well-being as dependent variables, and perceived stress and financial desire discrepancies as the mediators. This model has a goodness-of-fit of 0.076, proving that it is a fit and strong model. There is a positive relationship between mindfulness and subjective well-being (β = 0.162, p-value < 0.01). This model supports the mediation effect of perceived stress between mindfulness and subjective well-being variables (β = 0.152, p-value < 0.05). The overall structural model implies that the effectiveness of mindfulness intervention training not only enhanced bottom- and middle-income earners' well-being but also lowered the perceived stress level that, henceforth, brought the mind and body together in the present moment.
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Affiliation(s)
| | | | | | - Yvonne Lee
- Faculty of Management, Multimedia University, Cyberjaya 63100, Malaysia
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Sheng R, Liu T, Wang S, Yu S, Xu W. Mindfulness and late adolescents' subjective well-being: The serial mediating roles of rejection sensitivity and self-esteem. PERSONALITY AND INDIVIDUAL DIFFERENCES 2022. [DOI: 10.1016/j.paid.2022.111707] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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Linking classmate autonomy support with prosocial behavior in Chinese left-behind adolescents: The moderating role of self-esteem and grit. PERSONALITY AND INDIVIDUAL DIFFERENCES 2022. [DOI: 10.1016/j.paid.2022.111679] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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Aguerre NV, Gómez-Ariza CJ, Bajo MT. The relative role of executive control and personality traits in grit. PLoS One 2022; 17:e0269448. [PMID: 35731743 PMCID: PMC9216537 DOI: 10.1371/journal.pone.0269448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 05/21/2022] [Indexed: 11/18/2022] Open
Abstract
Although grit is predictive of wellbeing, educational achievement, and success in life, it has been conceptualized as largely distinct from cognitive ability. The present study investigated the link between grit and executive functions since regulation abilities might underlie the expression of grit. A hundred thirty-four people were administered personality questionnaires (grit, impulsiveness, and mindfulness) and four experimental tasks tapping into Miyake's and Braver's models of executive functioning (including measures of flexibility, inhibition, working memory, and control mode dimensions). Multivariate analyses showed that two composite scores (trait and executive functioning) were reliably predictive of grit, although it was the trait composite (characterized by low impulsivity and high mindfulness) that explained more variance. Importantly, gritty participants did not demonstrate enhanced executive functioning. Instead, they exhibited a different pattern of performance that might be reflecting a cautious profile of control, characterized by paying attention to all available information, less reliance on previous contextual cues but sensitive to conflicting information of the current context. These findings converge with Duckworth's idea that high grit people do not necessarily have a greater cognitive capacity. Rather, they use it in a different way.
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Affiliation(s)
- Nuria V. Aguerre
- Department of Experimental Psychology–Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | | | - M. Teresa Bajo
- Department of Experimental Psychology–Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
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Nursing Students' Grit, Socio-Cognitive Mindfulness, and Achievement Emotions: Mediating Effects of Socio-Cognitive Mindfulness. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19053032. [PMID: 35270726 PMCID: PMC8909993 DOI: 10.3390/ijerph19053032] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 02/04/2023]
Abstract
Background: Recognizing the under-examined socio-cognitive mindfulness and achievement emotions in nursing, this study aimed to examine the relationships between grit, socio-cognitive mindfulness, and achievement emotions among nursing students, as well as the mediating effects of socio-cognitive mindfulness. Methods: This study utilized a cross-sectional design. A total of 220 nursing students in Korea completed the questionnaire measuring the levels of grit, socio-cognitive mindfulness, and achievement emotions. To analyze data, structural equation modeling and path analysis were performed. Results: Grit was positively related to socio-cognitive mindfulness and positive achievement emotions but negatively related to negative emotions. Socio-cognitive mindfulness was positively related to positive emotions but negatively related to negative emotions. In addition, the mediating effects of socio-cognitive mindfulness were found in the association between grit and achievement emotions in nursing students. Conclusions: Grittier students tend to have higher socio-cognitive mindfulness and positive emotions but lower negative emotions in learning environments. Mediating effects highlight the benefits of socio-cognitive mindfulness in the context of nursing education, providing the basis for developing practical mindfulness programs to cultivate nursing students’ socio-cognitive mindfulness.
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Yang Q, Shi M, Tang D, Zhu H, Xiong K. Multiple Roles of Grit in the Relationship Between Interpersonal Stress and Psychological Security of College Freshmen. Front Psychol 2022; 13:824214. [PMID: 35310215 PMCID: PMC8929422 DOI: 10.3389/fpsyg.2022.824214] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 01/31/2022] [Indexed: 12/24/2022] Open
Abstract
Grit, as an important positive psychological quality, has rarely been studied for its role involved in the mechanism between stress and psychological security. This article explores the moderating and mediating role of grit in the relationship between interpersonal stress and psychological security of freshmen through two studies. In study 1, freshmen from several Chinese universities (N = 1,224) were recruited to complete a battery of questionnaire, including assessments about interpersonal stress, grit, and psychological security. The moderating effect analysis showed that grit moderated the relationship between interpersonal stress and psychological security. Specifically, grit buffered the negative effects of interpersonal stress on freshmen’s psychological security, but this effect was obvious only when the level of interpersonal stress was relatively low, and decreased when the level of interpersonal stress was high. In study 2, college freshmen from another university apart from above ones (N = 604) were recruited, and we verified the results of study 1 and further explored the mediating role of grit in the relationship between interpersonal stress and security. The moderating effect analysis of study 2 also verified that of study 1. The mediating effect analysis showed that interpersonal stress not only negatively predicted psychological security, but also affected psychological security through the mediation of grit. In general, grit played a mediating and moderating role in the relationship between interpersonal stress and psychological security. This study provides first-hand evidence to explain the multiple roles of grit in the relationship between interpersonal stress and psychological security.
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Affiliation(s)
- Qingsong Yang
- School of Teacher Education, Zunyi Normal College, Zunyi, China
| | - Mengxi Shi
- School of Teacher Education, Zunyi Normal College, Zunyi, China
| | - Dandan Tang
- School of Teacher Education, Zunyi Normal College, Zunyi, China
| | - Hai Zhu
- School of Teacher Education, Zunyi Normal College, Zunyi, China
| | - Ke Xiong
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University at Zhuhai, Zhuhai, China
- *Correspondence: Ke Xiong,
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15
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Zhang J, Liu L, Wang W. The Moderating Role of Grit in the Relationship Between Perfectionism and Depression Among Chinese College Students. Front Psychol 2021; 12:729089. [PMID: 34803805 PMCID: PMC8602853 DOI: 10.3389/fpsyg.2021.729089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/11/2021] [Indexed: 01/21/2023] Open
Abstract
Background: As a personality trait, perfectionism has shown a close association with psychological disorders, such as depression. The protective effect of grit on depression has been confirmed by a series of recent studies. Therefore, it is necessary to investigate the buffering role of grit in the above relationship and the possible underlying mechanism. Objective: Based on the multidimensional theory of perfectionism, we differentiated two dimensions of perfectionism as positive and negative and further examined the relationships between these two dimensions of perfectionism and depression. We also aimed to examine the possible moderating effect of grit on the above two relationships. Methods: Us a questionnaire survey approach, a total of 2,602 college students (1,608 females and 994 males) were assessed using the Frost Multidimensional Perfectionism Scale the Short Grit Scale, and the Center for Epidemiological Studies-Depression Scale. Hierarchical regression analysis was used to investigate the direct effect of two dimensions of perfectionism on depression as well as the moderating role of grit in these associations. Results: After controlling for gender, age, family income, and academic performance, both positive and negative perfectionism had positive predictive effects on depression, and grit negatively moderated these two relationships. Specifically, grit completely counteracted the effect of positive perfectionism on depression yet partly counteracted the effect of negative perfectionism on depression. Conclusion: Grit prevents the depressive symptoms raised by positive and negative perfectionism.
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Affiliation(s)
- Jing Zhang
- Research Centre of Applied Technology University, Huanghuai University, Zhumadian, China.,Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing Normal University, Beijing, China
| | - Luming Liu
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing Normal University, Beijing, China
| | - Wenchao Wang
- Beijing Key Laboratory of Applied Experimental Psychology, Faculty of Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing Normal University, Beijing, China
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16
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Aguerre NV, Gómez-Ariza CJ, Ibáñez-Molina AJ, Bajo MT. Electrophysiological Prints of Grit. Front Psychol 2021; 12:730172. [PMID: 34721192 PMCID: PMC8551368 DOI: 10.3389/fpsyg.2021.730172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 09/09/2021] [Indexed: 11/13/2022] Open
Abstract
While scientific interest in understanding the grit trait has grown exponentially in recent years, one important gap in the grit literature relates to its biological and neural substrate. In the present study, we adopted a hypotheses-driven approach in a large sample of young adults (N = 120) with diverse educational backgrounds and work experiences in order to investigate the electrophysiological correlates of grit both during rest and while performing a learning task. Additionally, we selected a measure of impulsiveness to better understand the neural similarities and differences between grit and related self-control constructs. Based on previous work that implicated the prefrontal cortex in grit, we hypothesized that high grit participants would have lower frontal theta/beta ratio (a broadly used index that reflects prefrontally-mediated top-down processes, which might indicate better control over subcortical information). Furthermore, we expected the perseverance of effort facet of grit to be linked to higher complexity during task engagement because previous research has shown complexity indexes (entropy and fractal dimension) to be linked to effort while performing cognitive tasks. Our results revealed that although there were no differences at rest as a function of grit, the participants with high grit and high consistency of interest scores exhibited lower frontal theta/beta ratios during the learning task. This pattern suggests that individual differences in grit might be more evident when top-down control processes are at work. Furthermore, there was a positive association between perseverance of effort and entropy at task, which might indicate more effort and engagement in the task. Finally, no association was found between the neural indexes (frontal theta/beta ratio, entropy, or fractal dimension) and impulsiveness, neither impulsiveness mediated between grit and brain measures. Finally, when controlling for impulsiveness and demographic variables (gender, age, education, and work experience) the effects at the facet level remained statistically significant. While there is still a long way to fully understand the neural mechanisms of grit, the present work constitutes a step toward unveiling the electrophysiological prints of grit.
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Affiliation(s)
- Nuria V. Aguerre
- Department of Experimental Psychology—Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | | | | | - M. Teresa Bajo
- Department of Experimental Psychology—Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
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17
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Affiliation(s)
- Sabah Singh
- Department of Psychology, CHRIST (Deemed to Be University), Delhi NCR, India
| | - Surekha Chukkali
- Department of Psychology, CHRIST (Deemed to Be University), Delhi NCR, India
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18
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19
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Datu JAD. Beyond Passion and Perseverance: Review and Future Research Initiatives on the Science of Grit. Front Psychol 2021; 11:545526. [PMID: 33584397 PMCID: PMC7873055 DOI: 10.3389/fpsyg.2020.545526] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 12/15/2020] [Indexed: 11/17/2022] Open
Abstract
Grit, which is originally conceptualized as passion and perseverance for long-term goals, has been associated with optimal performance. Although previous meta-analytic and systematic reviews summarized how grit relates to performance outcomes, they possess considerable shortcomings, such as (a) absence of summary on the association of grit with well-being outcomes; (b) absence of discussion on social, psychological, and emotional mechanisms linking grit to well-being; and (c) lack of elaboration on how alternative models can resolve fundamental problems in the grit construct. This integrative review provides a comprehensive summary on the link of grit to performance and well-being outcomes. Importantly, it elaborates how alternative models can potentially address flaws in the existing grit theory. Future research directions are discussed on how to move forward the science of grit.
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Affiliation(s)
- Jesus Alfonso D. Datu
- Department of Special Education and Counselling, Integrated Centre for Well-Being, The Education University of Hong Kong, Hong Kong, China
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20
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Xu KM, Meijs C, Gijselaers HJM, Neroni J, de Groot RHM. Measuring Perseverance and Passion in Distance Education Students: Psychometric Properties of the Grit Questionnaire and Associations With Academic Performance. Front Psychol 2021; 11:563585. [PMID: 33381061 PMCID: PMC7767965 DOI: 10.3389/fpsyg.2020.563585] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 10/12/2020] [Indexed: 11/13/2022] Open
Abstract
With modern technological advances, distance education has become an increasingly important education delivery medium for, for example, the higher education provided by open universities. Among predictive factors of successful learning in distance education, the effects of non-cognitive skills are less explored. Grit, the dispositional tendency to sustain trait-level passion and long-term goals, has raised much research interest and gained importance for predicting academic achievement. The Grit Questionnaire, measuring Perseverance of Effort and Consistency of Interests, has been shown to be a reliable instrument in traditional university student populations. However, the measurement and predictive validity of this questionnaire is still unknown for adult distance education university students who differ from traditional students in various ways (e.g., having a wider range of student ages). Based on a sample of 2,027 students from a distance education university, this study assessed the psychometric properties of the two-factor structure grit measured by the Grit Questionnaire. The findings suggest that the short form of the Grit Questionnaire is a potentially useful assessment tool for measuring the grit construct for distance learning higher education and that the Consistency of Interests factor is especially relevant to consider the improvement of learning performance for distance education in terms of courses credit and exam attempts. The measurement precision of the Perseverance of Effort factor, however, should be improved in future research to provide higher measurement accuracy and broader item coverage.
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Affiliation(s)
- Kate M Xu
- Faculty of Educational Sciences, Open University of the Netherlands, Heerlen, Netherlands
| | - Celeste Meijs
- Faculty of Educational Sciences, Open University of the Netherlands, Heerlen, Netherlands
| | | | - Joyce Neroni
- Faculty of Educational Sciences, Open University of the Netherlands, Heerlen, Netherlands
| | - Renate H M de Groot
- Faculty of Educational Sciences, Open University of the Netherlands, Heerlen, Netherlands
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21
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Datu JAD, Zhang J. Validating the Chinese Version of Triarchic Model of Grit Scale in Technical–Vocational College Students. JOURNAL OF PSYCHOEDUCATIONAL ASSESSMENT 2020. [DOI: 10.1177/0734282920974813] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The Triarchic Model of Grit Scale (TMGS), a measure that assesses individuals’ dispositions to show perseverance, passion (or consistency of interests) , and adaptability for long-term goals, had acceptable psychometric properties in Filipino student samples. However, there is scant evidence on the validity of this scale in other societies. This research explored the psychometric validity of the Chinese version of TMGS in selected technical–vocational college students in Shenzen, China. Results demonstrated that the scores from the three-factor model of grit were valid and reliable. In addition, whereas perseverance and adaptability were linked to increased life satisfaction and positive emotions, consistency was not related to such criterion variables. Further, perseverance and adaptability were associated with lower negative emotions, while consistency was linked to increased levels of undesirable emotions.
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22
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Di M, Deng X, Zhao J, Kong F. Psychometric Properties and Measurement Invariance Across Sex of the Wong and Law Emotional Intelligence Scale in Chinese adolescents. Psychol Rep 2020; 125:599-619. [PMID: 33174816 DOI: 10.1177/0033294120972634] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The aim of this study was to validate the Wong and Law Emotional Intelligence Scale (WLEIS) in Chinese adolescents by examining factor structure, sex-related measurement invariance and latent mean differences, reliability, and criterion-related validity.A total of 1674 Chinese adolescents aged 12-17 years old (Mage = 15.26, SD = .58) were recruited. Results of confirmatory factor analysis (CFA) supported the four-factor model of the WLEIS as the best fit to the data. Multi-group CFA suggested that the measurement structure of the WLEIS was invariant across sex. Testing for the latent mean differences showed that male adolescents scored lower on the Other-Emotional Appraisal subscale, but scored higher on the Regulation of Emotion subscale than female adolescents. Furthermore, all the subscales of male and female adolescents had satisfactory composite reliability. Finally, the WLEIS had favorable criterion-related validity with self-esteem, life satisfaction, positive affect, negative affect and perceived stress. These findings suggested that the WLEIS is a reliable and valid instrument for assessing trait emotional intelligence of adolescents and can be generalized across sex.
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Affiliation(s)
- Meilin Di
- School of Psychology, Shaanxi Normal University, Xi'an, China.,School of Psychology, Shaanxi Normal University, Xi'an, China
| | - Xinping Deng
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,School of Psychology, Shaanxi Normal University, Xi'an, China
| | - Jingjing Zhao
- School of Psychology, Shaanxi Normal University, Xi'an, China
| | - Feng Kong
- School of Psychology, Shaanxi Normal University, Xi'an, China
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23
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Liu X, Zhao Y, Li J, Dai J, Wang X, Wang S. Factor Structure of the 10-Item Perceived Stress Scale and Measurement Invariance Across Genders Among Chinese Adolescents. Front Psychol 2020; 11:537. [PMID: 32328009 PMCID: PMC7160845 DOI: 10.3389/fpsyg.2020.00537] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Accepted: 03/06/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Chinese adolescents encounter a lot of stressors, such as academic burden and parental pressure. However, little is known about their perception of stress. The 10-item Perceived Stress Scale (PSS-10) is a widely used instrument to measure individuals' appraisal of global stress in academic research and clinical practice. The current study aimed to evaluate the best-fit factor structure model of the PSS-10 and the measurement invariance across genders in Chinese adolescents. METHODS A total of 1,574 Chinese senior high school students completed the PSS-10 (mean age = 15.26 ± 0.56 years, female = 54%). Confirmatory factor analysis (CFA) was conducted to determine the factor structure of the PSS-10. Multigroup CFA was carried out to test the measurement invariance of the PSS-10 across genders. A subsample (N = 1,060) answered additional questionnaires measuring stressful life events, anxiety, and depression to examine the convergent and concurrent validity of the PSS-10. RESULTS The two-factor model was supported [i.e., χ2 (34) = 332.224, p < 0.001; non-normal fit index (NNFI) = 0.901, comparative fit index (CFI) = 0.925, root mean square error of approximation (RMSEA) = 0.075, standardized root mean square residual (SRMR) = 0.051]. Importantly, the model exhibited strong measurement invariance across female and male groups. Furthermore, the PSS-10 had adequate convergent validity for stressful life events (number: r = 0.13, p < 0.001; impact: r = 0.23, p < 0.001) and could explain incremental variance in predicting anxiety (ΔR 2 = 0.13, β = 0.38, p < 0.001) and depression (ΔR 2 = 0.16, β = 0.41, p < 0.001), suggesting excellent concurrent validity. CONCLUSION A two-factor model best fits the structure of PSS-10 among Chinese adolescents, with strong measurement invariance between gender groups, demonstrating its validity for assessing perceived stress among Chinese adolescents.
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Affiliation(s)
- Xiqin Liu
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Yajun Zhao
- School of Sociology and Psychology, Southwest Minzu University, Chengdu, China
| | - Jingguang Li
- College of Teacher Education, Dali University, Dali, China
| | - Jing Dai
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiuli Wang
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Song Wang
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
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24
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Jin H, Wang W, Lan X. Peer Attachment and Academic Procrastination in Chinese College Students: A Moderated Mediation Model of Future Time Perspective and Grit. Front Psychol 2019; 10:2645. [PMID: 31849764 PMCID: PMC6902009 DOI: 10.3389/fpsyg.2019.02645] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 11/08/2019] [Indexed: 11/13/2022] Open
Abstract
Although prior research has considerably documented the prevalence and correlates of academic procrastination in college students, relatively little is known about the role of longer volitional processes of goal striving, such as grit, on academic procrastination; moreover, the knowledge about direct and interactive effects of social context and personal characteristic on facilitating grit, which in turn mitigate academic procrastination, are still underexplored. Given these gaps in the existing literature, the current study, more exploratory in nature, investigates a moderated mediation model of future time perspective and grit in the association between peer attachment and academic procrastination in Chinese college students. A total of 1,098 undergraduate students (43.2% girls) aged from 18 to 25 were involved in the current study, and participants were asked to fill in a battery of self-report questionnaires. Results indicated that (a) peer attachment was negatively and significantly associated with academic procrastination; (b) grit partially mediated the association between peer attachment and academic procrastination; more precisely, peer attachment was positively associated with grit, which in turn was negatively linked to academic procrastination; and (c) future time perspective moderated the association between peer attachment and grit; more specifically, for students with low levels of future time perspective, the association between peer attachment and grit turned out to be significantly negative. These findings suggest that interventions targeting the enhancement of peer attachment and grit may prevent or reduce academic procrastination, and college students who regard future orientation as pessimistic should be paid specific attention by university-based counseling services.
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Affiliation(s)
- Hexiang Jin
- Student Mental Health Education and Counseling Center, Northwest Minzu University, Lanzhou, China
| | - Wenchao Wang
- Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Xiaoyu Lan
- Faculty of Psychology, Beijing Normal University, Beijing, China
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25
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Jiang W, Jiang J, Du X, Gu D, Sun Y, Zhang Y. Striving and happiness: Between- and within-person-level associations among grit, needs satisfaction and subjective well-being. THE JOURNAL OF POSITIVE PSYCHOLOGY 2019. [DOI: 10.1080/17439760.2019.1639796] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Wen Jiang
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
| | - Jiang Jiang
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
| | - Xiaopeng Du
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
| | - Dian Gu
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
| | - Ying Sun
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
| | - Yue Zhang
- Faculty of Psychology, Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Beijing, China
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26
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Howard MC, Crayne MP. Persistence: Defining the multidimensional construct and creating a measure. PERSONALITY AND INDIVIDUAL DIFFERENCES 2019. [DOI: 10.1016/j.paid.2018.11.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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