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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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Moderating roles of grit and locus of control on rumination and suicidality. J Affect Disord 2023; 330:250-258. [PMID: 36898504 DOI: 10.1016/j.jad.2023.02.148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 02/25/2023] [Accepted: 02/27/2023] [Indexed: 03/12/2023]
Abstract
Cognitive factors constitute an important risk factor to the development of suicidal thoughts and behaviors (STBs). Engaging in depressive and anger rumination are uniquely associated with elevated vulnerabilities to STBs. Variations in attentional focus and control may further modify the impacts of rumination. For one, grit resembles the inflexible thinking patterns inherent in rumination, potentially contributing to one's capability of persisting in carrying out suicidal behaviors despite fears of pain or death. In the context of rumination, locus of control may alter the perspectives to which individuals attribute negative experiences. The current study examines the moderating roles of grit and locus of control on the impact of depressive and anger rumination on suicidality. Participants (N = 322) completed a battery of self-report questionnaires measuring depressive rumination, anger rumination, grit, locus of control, and suicidal history (a history of suicidal ideation, history of suicidal attempts, or neither). Using hierarchical multinomial logistic regression in R, results revealed that, as opposed to working together, the proposed variables are more independently informative in distinguishing those with a history of suicidal ideation, suicidal attempts, or neither. Findings provide unique contribution to the suicide literature pertaining to how individuals may perceive of their own internal locus of control and grit following suicidal thoughts and beliefs. Clinical implications and future directions are provided as recommendations in line with current findings.
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Bowling J, Montanaro E, Ordonez SG, McCabe S, Farris S, Saint-Cyr N, Glaser W, Cramer RJ, Langhinrichsen-Rohling J, Mennicke A. Coming together in a digital age: Community twitter responses in the wake of a campus shooting. PLoS One 2022; 17:e0279569. [PMID: 36576914 PMCID: PMC9797086 DOI: 10.1371/journal.pone.0279569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 12/09/2022] [Indexed: 12/29/2022] Open
Abstract
Campus mass shootings have become a pressing policy and public health matter. Twitter is a platform used for processing events among interested community members. Examining the responses of invested community members to a mass shooting on a college campus provides evidence for how this type of violence affects the immediate community and the larger public. These responses may reflect either content (e.g. context-specific) or emotions (e.g. humor). Aims Using Twitter data, we analyzed the emotional responses as well as the nature of non-affective short-term reactions, in response to the April 2019 shooting at UNC Charlotte. Methods Drawn from a pool of tweets between 4/30/19-5/7/19, we analyzed 16,749 tweets using keywords related to the mass shooting (e.g. "shooting," "gun violence," "UNC Charlotte"). A coding team manually coded the tweets using content and sentiment analyses. Results Overall, 7,148 (42.67%) tweets contained negative emotions (e.g. anger, sadness, disgust, anxiety), 5,088 (30.38%) contained positive emotions (e.g. humor, hope, appreciation), 14,892 (88.91%) were communal responses to the shooting (e.g. prayers, healing, victim remembrance), 8,329 (49.73%) were action-oriented (e.g. action taken, policy advocacy), and 15,498 (92.53%) included information (e.g. death/injury, news). All tweets except positive emotions peaked one day following the incident. Conclusions Our findings point to peaks in most emotions in the 24 hours following the event, with the exception of positive emotions which peaked one day later. Social media responses to a campus shooting suggest college preparedness for immediate deployment of supportive responses in the case of campus violence is needed.
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Affiliation(s)
- Jessamyn Bowling
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
- * E-mail:
| | - Erika Montanaro
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
| | | | - Sean McCabe
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
| | - Shayna Farris
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
| | - Neielle Saint-Cyr
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
| | - Wade Glaser
- Gaston Day School, Gastonia, NC, United States of America
| | - Robert J. Cramer
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
| | | | - Annelise Mennicke
- University of North Carolina at Charlotte, Charlotte, NC, United States of America
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Psychometric properties of the Arabic version of the Oviedo Grit Scale (A-EGO) in non-clinical adults from the general population. BMC Psychiatry 2022; 22:792. [PMID: 36522760 PMCID: PMC9753343 DOI: 10.1186/s12888-022-04466-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Given the high clinical utility of grit, and the lack of measures that assess this construct among the Arabic-speaking populations, we propose to examine the psychometric properties of an Arabic translation of the Oviedo Grit Scale (A-EGO) in terms of internal consistency, factor structure, convergent validity, and measurement invariance in a sample of Lebanese adults from the general population. METHODS We performed a cross-sectional, online study among 575 participants from the Lebanese general population (mean age = 26.28 years [SD: 8.83], 72.7% females). The unidimensional factorial structure of the A-EGO was analyzed by confirmatory factor analysis (CFA) using the MPlus8 program. The mean and variance adjusted weighted least squares (WLSMV) was used as the estimation method. The reliability of the scores, the evidence of validity in terms of measurement invariance and correlation with other variables were analyzed. RESULTS The present results show that the 10 items of the A-EGO loaded on one factor. The internal consistency was excellent in our sample, as evidenced by a Cronbach's alpha value of .93. Multi-group confirmatory factor analyses demonstrated invariance across gender, governorate, and marital status at the configural, metric and scalar levels. Additionally, A-EGO scores showed moderate and positive correlations with self-control (r = .442), conscientiousness (r = .478), and productiveness facet (r = .506), supporting the convergent validity of the A-EGO. CONCLUSION Our findings indicate that the A-EGO has good psychometric properties and can be recommended for the assessment of grit among the broader Arabic-speaking people worldwide. Making this scale available in the Arabic language will hopefully foster research in this area in Arab countries.
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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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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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Gloor JLP. Cheap talk? Follower sarcasm reduces leader overpay by increasing accountability. JOURNAL OF EXPERIMENTAL SOCIAL PSYCHOLOGY 2021. [DOI: 10.1016/j.jesp.2021.104166] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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The Common Factors of Grit, Hope, and Optimism Differentially Influence Suicide Resilience. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17249588. [PMID: 33371423 PMCID: PMC7767414 DOI: 10.3390/ijerph17249588] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 12/18/2020] [Indexed: 12/27/2022]
Abstract
No study to date has simultaneously examined the commonalities and unique aspects of positive psychological factors and whether these factors uniquely account for a reduction in suicide risk. Using a factor analytic approach, the current study examined the relationships between grit, hope, optimism, and their unique and overlapping relationships in predicting suicide ideation. Results of principle axis factor analysis demonstrated close relationships between these variables at both the construct and item level. Item-level analyses supported a five-factor solution (Stick-to-Itiveness, Poor Future, Consistency of Interest, Positive Future, and Poor Pathways). Four of the five factors (excluding Stick-to-Itiveness) were associated with suicide ideation. Additionally, results of a multiple regression analysis indicated that two of the five factors (Consistency of Interest and Positive Future) negatively predicted suicide ideation while Poor Future positively predicted suicide ideation. Implications regarding the interrelationships between grit, hope, and optimism with suicide ideation are discussed.
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