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題名 To stay or not to stay? 軍校生恆毅力概念建構研究
To stay or not to stay? A study on the concept construction of grit in military cadets作者 熊師瑤
Hsiung, Shih-Yao貢獻者 余民寧
Yu, Min-Ning
熊師瑤
Hsiung, Shih-Yao關鍵詞 恆毅力
軍校生恆毅力量表
概念構圖
結構方程式模型
軍校生退學行為預測
Grit
Military Cadets’ Grit Scale
Concept Mapping
Structural Equations Model
Prediction of the Dropout of Military Cadets日期 2020 上傳時間 1-七月-2020 13:59:24 (UTC+8) 摘要 基於過往研究對於恆毅力(grit)理論概念架構與運用領域有所爭議,本研究主要目的在建構我國軍校生恆毅力概念意義內涵,編製軍校生恆毅力量表,並且探討軍校生恆毅力的相關影響效果。為達到研究目的,本研究可區分成五個部份。在前導性研究1使用問卷調查法中,邀請442名軍校生填寫恆毅力短量表,結果認為該量表結構與我國軍校生不適配;前導性研究2使用訪談法,深度訪談高恆毅力軍校生3名及低恆毅力學生1名,分析結果認為我國軍校生恆毅力概念與Duckworth等人(2007)所提出的恆毅力二階雙因子概念明顯不同,並以此為基礎進行正式研究。正式研究1使用構念構圖法,邀請軍校一至四年級學生計20名建構軍校生恆毅力的內涵意義,其子概念分別為:目標認同、人際支持、自我效能、成長思維與正向因應。正式研究2依正式研究1之結果編製「軍校生恆毅力量表」,經信效度分析檢驗後,正式量表合計23題,總量表內部一致性信度Cronbach’s α數值.939,分量表Cronbach’s α值介於.802至848之間,而且整體模型檢定合理適配。正式研究3探討軍校生恆毅力現況及其影響效果,共有3520位軍校生接受自陳式問卷調查,分析結果如下:一、 軍校生恆毅力現況分析中,男性的恆毅力平均分整體高於女性,軍費生高於自費生,而學生的年級愈高,則軍校生恆毅力的程度將會愈高。二、 軍校恆毅力愈高者,其體能表現愈佳,學校適應能力愈高,也有較高主觀幸福感受;若軍校生恆毅力較低者,其憂鬱情緒也會愈多,有較高退學想法意念,顯示軍校生恆毅力對於軍校生個體的適應程度,有較大的直接影響力,且憂鬱情緒與軍校生學校適應能力有中介效果。三、 軍校生恆毅力對軍校學生是否休(退)學行為有顯著的預測力和分類正確性。四、 軍校生恆毅力對學校適應、憂鬱情緒、主觀幸福感、體能表現與退學意念、退學行為影響效果較人格堅忍度量表更為顯著,顯示軍校生恆毅力量表較適合用於測量現今軍校生的心理素質以及作為預測休(退)學行為之用。本研究根據上述研究結果,針對軍校教育應用與未來研究給予具體建議。
This thesis constructs the concept of military cadets’ grit, develops Military Cadets’ Grit Scale, and explores its related effects. The study used two pilot studies and three formal research to examine the effect of grit on psychological state and behavior of suspension or dropout among military cadets in the context of Taiwanese military school. In pilot study 1, 442 students were recruited to complete the Grit-S scale, and the results suggested that the scale had low reliability and validity. In pilot study 2, four cadets with both high-level and low-level of grit were interviewed, and the results suggested that the concept of grit in the context of military cadets is different from the two-factor of grit proposed by Duckworth et al. (2007). In formal research 1 (including 20 military cadets), the meaning of grit was constructed in the context of military cadets through the method of concept mapping. The results revealed that the subconcepts are goal commitment, interpersonal support, self-efficacy, growth mindset, and positive response. On the basis of formal research 1, the Military Cadets’ Grit Scale was developed in formal research 2. This scale had 23 formal questions. Based on the overall model verification, the model was found to be best-fitting. Finally, in formal research 3, 2,566 military cadets completed a self-reported questionnaire, and the analysis results are as follows:1.Male cadets have higher average grit score than female cadets do. Military-sponsored students have higher grit score compared with self-sponsored students do. Additionally, the higher the grade of the military cadets, the more grit they possess.2.Higher grit in military cadets is associated with better physical performance, school adaptation, and subjective well-being. Additionally, lower grit in military cadets leads to more episodes of depressive mood and thoughts of dropping out. Military cadets’ grit has a direct influence on school adaptation. Depressive mood and school adaptation have a mediation effect on military cadets’ grit and subjective well-being.3.Military cadets’ grit scale scores demonstrate significant predictability and classification accuracy for cadets’ suspension or dropout.4.The effect of military cadet’s grit on school adaptation, depressive mood, subjective well-being, physical performance, dropout thoughts, and dropout behavior is more significant than the effect of hardness. This indicates that military cadet’s grit is more suitable for assessing their psychological state and predicting the behavior of suspension or dropout.Finally, according to the conclusion, this study proposes suggestions for the application of military school education practice and future research.參考文獻 中文:方進隆(1995)。體適能與全人健康。中華體育季刊,9(3),62-69。doi: 10.6223/qcpe.0903.199512.1710王淑惠(2015)。軍校女學生的校園處境。性別平等教育季刊,73,50-54。朱彩馨、彭虹綾(2009)。提昇科技中介學習成效-從個人內在認知因素探討合作學習的學習成效。資訊管理學報,16(1),135-162。doi:10.6382/JIM.200901.0007余民寧(1997)。有意義的學習-概念構圖之研究。臺北市:商鼎。余民寧(2015)。幸福心理學-從幽谷邁向巔峰之路。臺北:心理出版社。余民寧(2020)。量表編製與發展—Rasch測量模型的應用。臺北市:心理。余民寧、陳柏霖(2016)。解開幸福的秘密:正向比值是一個關鍵。學校行政,105,133-151。doi: 10.3966/160683002016090105007余民寧、陳柏霖、許嘉家、鐘珮純、趙珮晴(2012)。自覺健康狀態、健康責任、情緒幸福感及憂鬱關係之調查。屏東教育大學學報教育類,38,199-226。余民寧、陳柏霖、陳玉樺(2017)。量表長度簡化研究:「簡式中小學教師主觀幸福感量表」修訂。教育研究與發展期刊,13(4),27-56。doi: 10.3966/181665042017121304002余民寧、黃馨瑩、劉育如(2011)。「臺灣憂鬱症量表」心理計量特質分析報告。測驗學刊,58(3),479-500。doi: 10.7108/PT.201109.0479余景文、孫敏華(2002)。軍校生人格特質、學習策略與學業成就的關係-以政治作戰學校九十一年班為例。復興崗學報,74,113-136。吳文雄(2002)。電腦技能學習者過去的績效、目標認同、電腦自我效能及電腦績效因果關係之驗證-社會認知理論與目標設定理論的整合。師大學報:科學教育類,47(1),39-54。doi: 10.6300/JNTNU.2002.47(1).03吳明隆(2009)。結構方程模式:AMOS 的操作與應用。臺北市:五南。吳淑禎(2018)。生涯韌力:大學青年的生涯逆境知覺及其因應策略之研究。教育科學研究期刊,63(3),197-230。doi:10.6209/ JORIES.201809_63(3). 0007吳煒聲(譯)(2016)。正向心理學 : 人類優勢的科學與實務探索(原作者:S. J. Lopez, J. T. Pedrotti, & C. R. Snyder)。臺北市:雙葉書廊(原著出版年:2014)李輝明(2008)。戰場壓力對領導幹部作決策之影響-以決策風格與人格堅忍度為調節變項(未出版之碩士論文)。國防大學,新北市。杜淑芬、葉安華、王建雅(2014)。女性生氣表達與自尊、人際親密及憂鬱的關係-以北部某科大為例。教育心理學報,46(1),73-92。doi:10.6251/BEP.20131226沈美吟(2018)。希望感理論融入英語教學對國中三年級學生之希望感、恆毅力及學業成就之影響(未出版之碩士論文)。東海大學,臺中市。卓淑玲、劉瑞楨、鄧文章(2000)。影響軍校生軍職志向之相關因素研究-以政治作戰學校為例。復興崗學報,70,103-130。周彥中(2004)。士官兵適應問題之研究(未出版之碩士論文)。國立政治大學,臺北市。林文聰(2004)。國中學生之家庭功能、學校適應與幸福感之相關研究(未出版之碩士論文)。國立彰化師範大學,彰化縣。林君潔(2016)。高中生選讀軍事院校緣由探究-以應用藝術學系為例。復興崗學報,109,77-98。林純燕、賴志峰(2014)。國民小學新住民子女學校適應與幸福感相關之研究。學校行政,92,205-230。doi:10.3966/160683002014070092011林維芬、徐秋碧(2009)。正向情緒輔導介入方案對國小學童情緒智力、生活適應與幸福感之研究。中華輔導與諮商學報,25,131-178。doi:10.7082/CJGC.200903.0131邱皓政(2011)。結構方程模式:LISREL/SIMPLIS原理與應用(第二版)。臺北市:雙葉書廊。邱漢誠(2009)。軍校生個人-組織契合對組織公民行為影響之研究。復興崗學報,95,81-101。doi:10.29857/FHKAJ.200909.0004青年日報(2017年7月15日)。軍校招生未達計畫數與年金改革無關。青年日報電子報。擷取自https://www.ydn.com.tw青年日報(2017年年3月5日)。陸軍司令部:基層幹部派任正常,籲請勿以訛傳訛。青年日報電子報。擷取自:https://www.ydn.com.tw/News/225044洪榮昭、詹瓊華(2018)。共變推理遊戲:遊戲自我效能與後設認知影響遊戲中的焦慮、興趣及表現之研究。教育科學研究期刊,63(3),131-162。doi:10.6209/JORIES.201809_63(3).0005唐鎮宇、許稚佳(2018年12月29日)。少子化衝擊 大專校院招生慘兮兮 8校註冊率低於60%。蘋果日報電子報。取自https://tw.appledaily.com孫建屏(2017年8月7日)。陸戰隊爆破班驗收,跨夜進擊成功解救人質。青年日報電子報。取自https://www.ydn.com.tw馬于雯(2009)。「軍校生學校適應量表」之發展與模式初探。測驗學刊,56(4),519-542。doi:10.7108/PT.200912.0519馬于雯(2015)。心理社會幸福感、心理功能、復原力與軍中適應:量表發展與相關分析。大屯出版社,臺北市。國防大學(2019年2月12日)。校訓。擷取自:https://library.ndu.edu.tw/wSite/ct?xItem=7411&ctNode=270&mp=1常雅珍、林奕宏(2014)。以樂觀信念、正向意義及正向情緒融入服務學習課程之量化研究。課程與教學,17(1),145-177。doi:10.6384/CIQ.201401_17(1).0006張文進(2013)。隊職官領導風格對軍校生組織公民行為影響之研究 ─ 以正向心理資本為中介變項(未出版之碩士論文)。南台科技大學,臺南市。張文馨、陳思羽、季力康(2012)。運動熱情與主觀幸福感的關係:正向情緒的中介效果。體育學報,45(4),301-309。doi:10.6222/pej.4504.201212.0804張聖德(2007)。三軍官校學生軍事社會化與求助態度、求助行為間關係之探析。中華輔導學報,21,99-134。doi:10.7060/KNUJ-ES.200606.0045張曉楨、何秀慈(2013)。大學生工作與課業衝突、壓力因應方式與離職傾向之關係。永續發展與管理策略,5(2),21-47。張瓊霞(2018)。組織相關因素對員工恆毅力與職涯滿足關係之研究:企業文化、員工協助方案(未出版之碩士論文)。國立中山大學,高雄市梁德馨、陳儀蔓、黃虹瑜(2014)。大學生運動情形與憂鬱傾向之關聯研究-自覺健康及幸福感之中介效果探討。輔仁醫學期刊,12(4),215-225。doi:10.3966/181020932014121204002許珊毓、黃心樹(2019)。健康促進教育團體改善透析病人憂鬱程度、希望感及生活品質的研究。護理雜誌,66(4),29-39。doi:10.6224/JN.201908_66(4).05許雅韻(2010)。聯合入伍訓練對軍校生人格堅忍度之長期效應及其與壓力感受和因應行為之相關性探討(未出版之碩士論文)。國防醫學院,臺北市。許嘉家(2013)。Person-fit偵測作假之效用- 非參數試題反應理論的模擬與應用(未出版之博士論文)。國立政治大學,臺北市。陳依翔(2018)。「優勢觀點團體」對軍校新生增強權能成效之研究。復興崗學報,112,191-219。陳信行、程淑華(2018)。內部工作機會、人格堅忍度對士兵轉服意願之影響性探究。復興崗學報,112,221-246。陳彥瑀(2019)。職業軍人恆毅力、主觀幸福感與職業倦怠之關係(未出版之碩士論文)。玄奘大學,新竹市。陳美昭、賴香如(2006)。臺北市某國中學生運動社會心理、身體意象與規律運動相關研究。衛生教育學報,26,55-76。doi:10.7022/JHE.200612.0055陳景花、余民寧(2019)。正向心理學介入對幸福與憂鬱效果之後設分析。教育心理學報,50(4),551-585。doi:10.6251/BEP.201906_50(4).0001陳優華(2004)。談健康體能運動抑制與延緩老化。興國學報,3,127-138。doi:10.29950/JHKUM.200407.0011陳繪茹(譯)(2017)。刻意練習:原創者全面解析,比天賦更關鍵的學習法(原作者:Ericsson A. & Pool R.)。臺北市:方智出版社。彭淑玲、黃博聖、陳學志(2019)。學習情境中的個人成就目標與作弊接受度之關係:以學業自我效能為調節變項。教育科學研究期刊,64(4),87-113。doi:10.6209/JORIES.201912_64(4).0004黃有銘(2016)。軍校生的適應程度與學習成效之影響(未出版之碩士論文)。龍華科技大學,桃園縣。黃冠英(2018)。國中生恆毅力與科學學習動機之研究(未出版之碩士論文)。銘傳大學,臺北市。溫金豐、張菡琤、陳芳倩、胡宜婷(2008)。工作熱情量表的建構與測量。人力資源管理學報,8(2),45-60。doi:10.6147/JHRM.2008.0802.03詹茹琁(2008)。聯合入伍訓練對軍校新生人格堅忍度、壓力感受及身心反應之成效及其相關因素(未出版之碩士論文)。國防醫學院,臺北市。廖月娟(譯)(2009)。異數:超凡與平凡的界線在哪裡?(原作者:Malcolm Gladwell)。臺北市:時報文化(原著出版年:2008)。榮泰生(2013)。SPSS與研究方法 (三版)。臺北市:五南。熊師瑤(2018)。從入學測驗科目與學生退(休)學之關係探討軍校入學考試制度。2018年5月3日清華大學教育心理與諮商學系主辦「2018第一屆清華心理論壇暨華人心理學跨域前瞻發展學術研討會」研討會論文,新竹市。趙信祈(2017)。原住民青少年之家庭支持、心盛及學業表現之相關研究:以恆毅力為調節變項(未出版之碩士論文)。國立臺灣師範大學,臺北市。蔡文佩、余莉莉、郭重雄(2002)。軍校學生壓力感受與其身心反應之探討。志為護理 慈濟護理雜誌,1(2),36–46。doi:10.6974/TCNJ.200206.0036鄭伊茹(2017)。高中生升大學目的動機及其與學業恆毅力、學業自我控制力關係之研究(未出版之碩士論文)。國立屏東大學教育,屏東縣。謝王惠(2006)。畢馬龍效應、人格堅忍度與歸因型態之關聯性研究(未出版之碩士論文)。國防大學,臺北市。謝臥龍(2011)。男女共學新軍事文化中女官校學生就學經驗之探討。載於國防部人力司所主辦之「國防與性別平等:百年回顧與前瞻學術研討會」論文集,53-178, 臺北市。謝進昌(2012)。概念構圖策略後設分析資料庫建置之初探研究。測驗學刊,59(4),513-546。doi:10.7108/PT.201212.0513韓佩凌、陳柏霖(2017)。正向心理學理論與實務。臺北市:雙葉書廊。簡立欣(2019年4月2日)。回不去了!大專院校休退學人數連2年逾9萬人 再創新高。中時電子報。取自https://www.chinatimes.com/?chdtv魏勇剛、龍長權、宋武(譯)(2010)。量表編製 : 理論與應用(原作者:Devellis R. F.)。臺北市: 五南。(原著出版年:2002修訂版)譚天(譯)(2019)。恆毅力的七堂課(原作者:Young S.)。臺北市:遠見天下文化。(原著出版年:2017)顧先孝(2019)。軍事院校課業壓力與留任意願之探討-以海軍軍官學校為例(未出版之碩士論文)。義守大學,高雄市。外文:Alhadabi, A. & Karpinski, A. C. (2020). Grit, self-efficacy, achievement orientation goals, and academic performance in University students. International Journal of Adolescence and Youth, 25(1), 519–535. doi.org/10.1080/02673843.2019.1679202Arco-Tirado, J. L., Fernández-Martín, F. D., & Hoyle, R. H. (2018). Development and validation of a spanish version of the grit-S scale. Frontiers in Psychology, 9. doi:10.3389/fpsyg.2018.00096Areepattamannil, S., & Khine, M. S. (2018). Evaluating the psychometric properties of the original grit scale using rasch analysis in an arab adolescent sample. Journal of Psychoeducational Assessment, 36(8), 856-862. doi:10.1177/0734282917719976Banse, H., & Palacios, N. (2018). Supportive classrooms for latino english language learners: Grit, ELL status, and the classroom context. Journal of Educational Research, 111(6), 645-656. doi:10.1080/00220671.2017.1389682Barfield, D., & Adamantos, S. (2018). Grit score and its relationship to successful enrolment in specialist veterinary training. Veterinary Record, 183(23), 718. doi:10.1136/vr.104991Barriopedro, M. I., Quintana, I., & Ruiz, L. M. (2018). Perseverance and passion in achieving the objectives: Spanish validation of the duckworth’s grit scale. RICYDE: Revista Internacional De Ciencias Del Deporte, 14(54), 297-308. doi:10.5232/ricyde2018.05401Bartone, P. T., Roland, R. R., Picano, J. J., & Williams, T. J. (2008). Psychological hardiness predicts success in US army special forces candidates. International Journal of Selection and Assessment.16,78–81. doi: 10.1111/j.1468-2389.2008.00412.xBuechel, B., Mechtenberg, L., & Petersen, J. (2018). If I can do it, so can you! Peer effects on perseverance. Journal of Economic Behavior and Organization, 155, 301–314. https://doi.org/10.1016/j.jebo.2018.09.004Calvo-Francés, F., & Alemán-Ruiz, I. (2017). Validation of the Interpersonal Support Links Scale VIDA. Anales de Psicología, 33(1), 168–179. https://doi.org/10.6018/analesps.33.1.232341Camp, C. L., Wang, D., Turner, N. S., Grawe, B. M., Kogan, M., & Kelly, A. M. (2019). Objective predictors of grit, self-control, and conscientiousness in orthopaedic surgery residency applicants. The Journal of the American Academy of Orthopaedic Surgeons, 27(5), e227-e234. doi:10.5435/JAAOS-D-17-00545Caza, A., & Posner, B. Z. (2019). How and when does grit influence leaders’ behavior? Leadership and Organization Development Journal, 40(1), 124-134. doi:10.1108/LODJ-06-2018-0209Clark, K. N.,&Malecki, K. (2019). Academic Grit Scale: Psychometric properties and associations with achievement and life satisfaction. Journal of school psychology, 72, 49-66.Clements, J., & Kamau, C. (2017). Understanding students’ motivation towards proactive career behaviours through goal-setting theory and the job demands–resources model. Studies in Higher Education, 43(12), 2279–2293. https://doi.org/10.1080/03075079.2017.1326022Converse, J. M., & Presser, S. (1986). 63 Survey questions: Handcrafting the standardized questionnaire, vol. 7, Thousand Oaks, CA: Sage.Copeland, W., Shanahan, L., Costello, E.J., & Angold, A. (2011). Cumulative prevalence of psychiatric disorders by young adulthood: a prospective cohort analysis fromthe Great Smoky Mountains Study. J Am Acad Child Adolesc Psychiatry, 50, 252-261.Cormier, D. L., Dunn, J. G. H., & Causgrove D. J. (2019). Examining the domain specificity of grit. Personality and individual differences, 139, 349-354. doi : 10.1016/j.paid.2018.11.026Cosgrove, J., Chen, Y., & Castelli, D. (2018). Physical Fitness, Grit, School Attendance, and Academic Performance among Adolescents. BioMed Research International, 7, . https://doi.org/10.1155/2018/9801258Credé, M. (2018). What shall we do about grit? A critical review of what we know and what we Don’t know. Educational Researcher, 47(9), 606-611. doi:10.3102/0013189X18801322Credé, M. (2019). Total grit scale score does not represent perseverance. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3941. doi:10.1073/pnas.1816934116Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492-511. doi:10.1037/pspp0000102Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281–302.Cui, G.& Lan, X. (2020). The Associations of Parental Harsh Discipline, Adolescents’ Gender, and Grit Profiles With Aggressive Behavior Among Chinese Early Adolescents. Frontiers in Psychology, 11. doi:10.3389/fpsyg.2020.00323Cureton, E.E. The upper and lower twenty-seven per cent rule. Psychometrika 22, 293–296 (1957). doi:10.1007/BF02289130Cyders, M., & Coskunpinar, A. (2011). Measurement of constructs using self-report and behavioral lab tasks: Is there overlap in nomothetic span and construct representation for impulsivity? Clinical Psychology Review, 31(6), 965-982.Dale, G., Sampers, D., Loo, S., & Green, C. (2018). Individual differences in exploration and persistence: Grit and beliefs about ability and reward. PLoS ONE, 13(9), E0203131Danner, D., Lechner, C., & Rammstedt, B. (2020). A cross-national perspective on the associations of grit with career success. Compare, 50(2), 185–201. doi:10.1080/03057925.2019.1617110Datu, J. A. D. (2017). Sense of relatedness is linked to higher grit in a collectivist setting. Personality and Individual Differences, 105, 135-138. doi:10.1016/j.paid.2016.09.039Datu, J. A. D., & Fong, R. W. (2018). Examining the association of grit with test emotions among hong kong chinese primary school students. School Psychology International, 39(5), 510-525. doi:10.1177/0143034318793468Datu, J. A. D., Valdez, J. P. M., & King, R. B. (2016). Perseverance counts but consistency does not! Validating the short grit scale in a collectivist setting. Current Psychology, 35, 121–130. doi: 10.1007/s12144-015-9374-2Datu, J. A. D., Yuen, M., & Chen, G. (2018). The triarchic model of grit is linked to academic success and well-being among Filipino high school students. School Psychology Quarterly : the Official Journal of the Division of School Psychology, American Psychological Association, 33(3), 428–438. doi:10.1037/spq0000234Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95, 542-575.Dodge, K. A. (1980). Social cognition and children’s aggressive behavior. Child Development, 51, 162–170.Doll, W., Xia, W., & Torkzadeh, G. (1994). A Confirmatory Factor Analysis of the End-User Computing Satisfaction Instrument. MIS Quarterly, 18(4), 453-461. doi:10.2307/249524Duckworth, A. L. (2016). Grit: Passion, perseverance and the science of success. New York, NY: Scribner.Duckworth, A. L., & Eskreis-Winkler, L. (2015). Grit. International Encyclopedia of the Social & Behavioral Sciences, 397–401.doi:10.1016/b978-0-08-097086-8.26087-xDuckworth, A. L., & Gross, J. J. (2014). Self-control and grit: Related but separable determinants of success. Current Directions in Psychological Science, 23(5), 319-325. doi:10.1177/0963721414541462Duckworth, A. L., & Quinn, P. D. (2009). Development and validation of the short grit scale (grit-S). Journal of Personality Assessment, 91(2), 166-174. doi:10.1080/00223890802634290Duckworth, A. L., & Yeager, D. S. (2015). Measurement matters. Educational Researcher, 44(4), 237–251. doi:10.3102/0013189x15584327Duckworth, A. L., Kirby, T. A., Tsukayama, E., Berstein, H., & Ericsson, K. A. (2011). Deliberate practice spells success: Why grittier competitors triumph at the national spelling bee. Social Psychological and Personality Science, 2(2), 174-181. doi:10.1177/1948550610385872Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92(6), 1087-1101. doi:10.1037/0022-3514.92.6.1087Dweck, C. S. (1986). Motivational processes affecting learning. American Psychologist, 41 (10), 1040-1048. https://doi.org/10.1037/0003-066X.41.10.1040.Dweck, C. S. (2012). Mindsets and human nature: Promoting change in the Middle East, the schoolyard, the racial divide, and willpower. American Psychologist, 67(8), 614–622. doi:10.1037/a0029783Elliot, A., Mcgregor, H., & Gable, S. (1999). Achievement Goals, Study Strategies, and Exam Performance: A Mediational Analysis. Journal of Educational Psychology, 91(3), 549–563. doi:10.1037/0022-0663.91.3.549Eskreis-Winkler, L., Shulman, E. P., Beal, S. A., & Duckworth, A. L. (2014). The grit effect: predicting retention in the military, the workplace, school and marriage. Frontiers in psychology, 5, 36. doi:10.3389/fpsyg.2014.00036Fernández-Martín, F. D., Arco-Tirado, J. L., & Soriano-Ruíz, M. (2018). Perseverance and passion for achieving long-term goals: Transcultural adaptation and validation of the grit-S scale / perseverancia y pasión por la consecución de objetivos a largo plazo: Adaptación transcultural y validación de la escala grit-S. Revista De Psicologia Social, 33(3), 620-649. doi:10.1080/02134748.2018.1482060Fong, C. J., & Kim, Y. W. (2019). A clash of constructs? re-examining grit in light of academic buoyancy and future time perspective. Current Psychology, doi:10.1007/s12144-018-0120-4Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56, 218–226. doi:10.1037/0003-066X.56.3.218.Gilchrist, J. D., Fong, A. J., Herbison, J. D., & Sabiston, C. M. (2018). Feelings of pride are associated with grit in student-athletes and recreational runners. Psychology of Sport and Exercise, 36, 1-7. doi: 10.1016/j.psychsport.2017.12.009Gilson, T. A., Dix, M. A., & Lochbaum, M. (2017). "Drive on": The relationship between psychological variables and effective squad leadership. Military Psychology, 29(1), 58-67. doi:10.1037/mil0000136Guo, J., Tang, X., & Xu, K. M. (2019). Capturing the multiplicative effect of perseverance and passion: Measurement issues of combining two grit facets. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3938-3940. doi:10.1073/pnas.1820125116Hair J. F. Jr., R. E. Anderson, R, L. Tatham and W.C. Black (2009). Multivariate Data Analysis. 7th ed. Englewood Cliffs, NJ: Prentice Hall.Henrich, J., Heine, S. J., & Norenzayan, A. (2010). Most people are not WEIRD. Nature, 466, 29.Higgins, E. (1997). Beyond Pleasure and Pain. American Psychologist, 52(12), 1280–1300. doi.org/10.1037/0003-066X.52.12.1280Ho, J. C., & Tsai, C. T. (2017). The effect of supervisor neuroticism on employee voice behavior: a moderated mediation model of emotional exhaustion, self-efficacy and emotion regulation. 人力資源管理學報, 17(3), 33-57. doi:10.6147/JHRM.2017.1703.02Hodge, B., Wright, B. & Bennett, P. (2018). The Role of Grit in Determining Engagement and Academic Outcomes for University Students. Research in Higher Education, 59, 448–460. doi:10.1007/s11162-017-9474-yHollenbeck, J., Williams, C., & Klein, H. (1989). An Empirical Examination of the Antecedents of Commitment to Difficult Goals. Journal of Applied Psychology, 74(1), 18–23. https://doi.org/10.1037/0021-9010.74.1.18Hsieh, T. H., Chang, K. J., Lee, W. K., & Ku, Y. C. (2010). Factors associated with depressive symptoms among soldiers. 臺灣精神醫學, 24(1), 51-60. doi:10.29478/TJP.201003.0006Hwang, M. H., Lim, H. J., & Ha, H. S. (2018). Effects of grit on the academic success of adult female students at korean open university. Psychological Reports, 121(4), 705-725. doi:10.1177/0033294117734834Ivcevic, Z., & Brackett, M. (2014). Predicting school success: Comparing Conscientiousness, Grit, and Emotion Regulation Ability. Journal of Research in Personality, 52(C), 29–36. doi:10.1016/j.jrp.2014.06.005Jachimowicz, J. M., Wihler, A., Bailey, E. R., & Galinsky, A. D. (2018). Why grit requires perseverance and passion to positively predict performance. Proceedings of the National Academy of Sciences of the United States of America, 115(40), 9980-9985. doi:10.1073/pnas.1803561115Jachimowicz, J. M., Wihler, A., Bailey, E. R., & Galinsky, A. D. (2019). Grit-S scale measures only perseverance, not passion, and its supposed subfactors are merely artifactors. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3942-3944. doi:10.1073/pnas.1821668116Jordan, S. L., Hochwarter, W. A., Ferris, G. R., & Ejaz, A. (2018). Work grit as a moderator of politics perceptions: Workplace outcomes relationships: A three-study convergent investigation. Career Development International, 23(6-7), 576-594. doi : 10.1108/CDI-09-2018-0247Kane, M., & Trochim, W. M. K. (2007). Concept mapping for planning and evaluation. Thousand Oaks, CA: Sage Publications.Karaman, M. A., Cavazos Vela, J., Aguilar, A. A., Saldana, K., & Montenegro, M. C. (2019). Psychometric properties of U.S.-spanish versions of the grit and resilience scales with a latinx population. International Journal for the Advancement of Counselling, 41(1), 125-136. doi:10.1007/s10447-018-9350-2Kelly, A. M., Townsend, K. W., Davis, S., Nouryan, L., Bostrom, M. P. G., & Felix, K. J. (2018). Comparative assessment of grit, conscientiousness, and self-control in applicants interviewing for residency positions and current orthopaedic surgery residents. Journal of Surgical Education, 75(3), 557-563. doi:10.1016/j.jsurg.2017.09.002Kelly, D. R., Matthews, M. D., & Bartone, P. T. (2014). Grit and hardiness as predictors of performance among west point cadets. Military Psychology, 26(4), 327-342. doi:10.1037/mil0000050Kelly, T. L. (1939). The selection of upper and lower groups for the validation of test items. Journal of education Psychology,30,17-24. https://doi.org/10.1037/ h0057123Keyes, C. L. M. (1998). Social well-being. Social Psychology Quarterly, 61, 121-140.Keyes, C. L. M. (2006). Subjective well-being in mental health and human development research worldwide: An introduction. Social Indicators Research, 77, 1-10.Keyes, C. L. M., Shmotkin, D., & Ryff, C. D. (2002). Optimizing well-being: The empirical encounter of two traditions. Journal of Personality and Social Psychology, 82, 1007-1022. doi:10.1037/0022-3514.82.6.1007Kleiman, E. M., Adams, L. M., Kashdan, T. B., & Riskind, J. H. (2013). Gratitude and grit indirectly reduce risk of suicidal ideations by enhancing meaning in life: evidence for a mediated moderation model. Journal of Research in Personality, 47, 539–546.Klein, H., Molloy, J., & Brinsfield, C. (2012). Reconceptualizing Workplace Commitment to Redress a Stretched Construct: Revisiting Assumptions and Removing Confounds. Academy of Management. The Academy of Management Review, 37(1), 130–151. https://doi.org/10.5465/amr.2010.0018Kline, R. B. (2005). Methodology in the social sciences. Principles and practice of structural equation modeling (2nd ed.). New York, NY, US: Guilford Press.Kobasa, S. C., Maddi, S. R., & Kahn, S. (1982). Hardiness and health: A prospective study. Journal of Personality and Social Psychology, 42(1), 168–177. doi:10.1037/0022-3514.42.1.168Kruger, J., Dunning, D., & Kruglanski, Arie W. (1999). Unskilled and unaware of it: How difficulties in recognizing one`s own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77(6), 1121-1134.Kruskal, J.B. (1964). Non-metric Multidimensional Scaling A Numerical Method. Psychometrika, 29(1),115-129.Kwan, V. S. Y., Bond, M. H., & Singelis, T. M. (1997). Pancultural explanations for life satisfaction: adding relationship harmony to self-esteem. Journal of Personality and Social Psychology, 73(5), 1038–1051.Lan, X., & Moscardino, U. (2019). Direct and interactive effects of perceived teacher-student relationship and grit on student wellbeing among stay-behind early adolescents in urban china. Learning and Individual Differences, 69, 129-137. doi:10.1016/j.lindif.2018.12.003Lan, X., Marci, T., & Moscardino, U. (2019). Parental autonomy support, grit, and psychological adjustment in chinese adolescents from divorced families. Journal of Family Psychology, doi:10.1037/fam0000514Larkin, P., O’Connor, D., & Williams, A. M. (2016). Does grit influence sport-specific engagement and perceptual-cognitive expertise in elite youth soccer? Journal of Applied Sport Psychology, 28(2), 129-138.Lee, W. (2017). Relationships among grit, academic performance, perceived academic failure, and stress in associate degree students. Journal of Adolescence, 60, 148–152. doi:10.1016/j.adolescence.2017.08.006Light, A., & Nencka, P. (2019). Predicting educational attainment: Does grit compensate for low levels of cognitive ability? Learning and Individual Differences, 70, 142-154. doi:10.1016/j.lindif.2019.02.002Lin, C. S., & Chang, C. (2017). Personality and Family Context in Explaining Grit of Taiwanese High School Students. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2197-2213. doi : 10.12973/eurasia.2017.01221aLovering, M. E., Heaton, K. J., Banderet, L. E., Neises, K., Andrews, J., & Cohen, B. S. (2015). Psychological and physical characteristics of U.S. marine recruits. Military Psychology, 27(5), 261-275. doi:10.1037/mil0000082Lucas, R. E., & Baird, B. M. (2006). Global self-assessment. In M. Eid & E. Diener (Eds.), Handbook of multimethod measurement in psychology (pp. 29–42). Washington, DC: American Psychological Association.Luthans, K. W., Luthans, B. C., & Chaffin, T. D. (2019). Refining grit in academic performance: The mediational role of psychological capital. Journal of Management Education, 43(1), 35-61. doi:10.1177/1052562918804282Mackensen, S., Harrington, C., Tuddenham, E., Littley, A., Will, A., Fareh, M., Hay, C. R. M., & Khair, K. (2016). The impact of sport on health status, psychological well‐being and physical performance of adults with haemophilia. Haemophilia, 22(4), 521-530.Maddi, S. R. (2002). The story of hardiness: Twenty years of theorizing, research, and practice. Consulting Psychology Journal, 54, 173–185.Maddi, S. R., Matthews, M. D., Kelly, D. R., Villarreal, B. J., Gundersen, K. K., & Savino, S. C. (2017). The continuing role of hardiness and grit on performance and retention in west point cadets. Military Psychology, 29(5), 355-358. doi:10.1037/mil0000145Maddi, S. R., Matthews, M. D., Kelly, D. R., Villarreal, B., & White, M. (2012). The role of hardiness and grit in predicting performance and retention of USMA cadets. Military Psychology, 24, 19–28. doi:10.1080/08995605.2012.639672McClelland, D. C. (1985). How motives, skills, and values determine what people do. American Psychologist, 40, 812–825.McDonald DG, Hodgdon JA. (1991). The Psychological Effects of Aerobic Fitness Training: Research and theory. New York: Springer-Verlag.Mclean, C., Zang, Y., Zandberg, L., Bryan, C., Gay, N., Yarvis, J., … the Strong Star Consortium. (2017). Predictors of suicidal ideation among active duty military personnel with posttraumatic stress disorder. Journal of Affective Disorders, 208, 392–398. https://doi.org/10.1016/j.jad.2016.08.061Miller, A., Murdock, T., Anderman, E., & Poindexter, A. (2007). 2 - Who are All These Cheaters? Characteristics of Academically Dishonest Students. In Psychology of Academic Cheating, 9–32. https://doi.org/10.1016/B978-012372541-7/50003-6Moore, R. C., Hussain, M. A., Watson, C. W. -., Fazeli, P. L., Marquine, M. J., Yarns, B. C., . . . Moore, D. J. (2018). Grit and ambition are associated with better neurocognitive and everyday functioning among adults living with HIV. AIDS and Behavior, 22(10), 3214-3225. doi:10.1007/s10461-018-2061-1Musumari, P. M., Tangmunkongvorakul, A., Srithanaviboonchai, K., Techasrivichien, T., Suguimoto, S. P., Ono-Kihara, M., & Kihara, M. (2018). Grit is associated with lower level of depression and anxiety among university students in chiang mai, thailand: A cross-sectional study. PLoS ONE, 13(12) doi:10.1371/journal.pone.0209121Nikolaus, C. J., Schierer, M., Ellison, B., Eicher-Miller, H. A., Gundersen, C., & Nickols-Richardson, S. M. (2019). Grit is associated with food security among US parents and adolescents. American Journal of Health Behavior, 43(1), 207-218. doi:10.5993/AJHB.43.1.17Novak, J. D., & Gowin, D. B. (1984). Learning how to learn. Cambridge, UK: Cambridge University Press.Oriol X., Miranda R., Oyanedel J. C., & Torres J. (2017). The Role of Self-control and Grit in Domains of School Success in Students of Primary and Secondary School. Frontiers in Psychology, 8, 1716. doi: 10.3389/fpsyg.2017.01716Park, D., Yu, A., Baelen, R. N., Tsukayama, E., & Duckworth, A. L. (2018). Fostering grit: Perceived school goal-structure predicts growth in grit and grades. Contemporary Educational Psychology, 55, 120-128. doi:10.1016/j.cedpsych.2018.09.007Peña, P. A., & Duckworth, A. L. (2018). The effects of relative and absolute age in the measurement of grit from 9th to 12th grade. Economics of Education Review, 66, 183-190. doi:10.1016/j.econedurev.2018.08.009Perkins-Gough, D. (2013). The significance of grit : A Conversation with Angela Lee Duckworth. Educational Leadership, 71(1), 14-20.Raphiphatthana, B., Jose, P. E., & Chobthamkit, P. (2019). The association between mindfulness and grit: An east vs. west cross-cultural comparison. Mindfulness, 10(1), 146-158. doi:10.1007/s12671-018-0961-9Raphiphatthana, B., Jose, P., & Salmon, K. (2018). Does dispositional mindfulness predict the development of grit? Journal of Individual Differences, 39(2), 76-87. doi:10.1027/1614-0001/a000252Rasha A., Jonathan M. G., Milind M. S., & Tracy A. W. (2018). Student Motivation and Perseverance: Do They Explain College Graduation? Journal of the Scholarship of Teaching and Learning, 18(3), 87–115. doi:10.14434/josotl.v18i3.22649Ray, R., & Brown, J. (2015). Reassessing student potential for medical school success: Distance traveled, grit, and hardiness. Military Medicine, 180(4S), 138–141. doi: 10.7205/milmed-d-14-00578Rhodes, J., May, J., Andrade, J., & Kavanagh, D. (2018). Enhancing grit through functional imagery training in professional soccer. Sport Psychologist, 32(3), 220-225. doi:10.1123/tsp.2017-0093Ricciuti, H. N. (1955). Ratings of leadership potential at the U. S. Naval Academy and subsequent officer performance. Journal of Applied Psychology, 39(3), 194-199. doi:10.1037/h0047953Rimfeld, K., Kovas, Y., Dale, P., & Plomin, R. (2016). True grit and genetics: Predicting academic achievement from personality. Journal of Personality and Social Psychology, 111(5), 780–789. doi:10.1037/pspp0000089Robertson-Kraft, C., & Duckworth, A. (2014). True grit: Trait-level perseverance and passion for long-term goals predicts effectiveness and retention among novice teachers. Teachers College Record, 116(3)Rodriguez, M., Boyer, S., Fleming, D., & Cohen, S. (2019). Managing the next generation of sales, gen Z/Millennial cusp: An exploration of grit, entrepreneurship, and loyalty. Journal of Business-to-Business Marketing, 26(1), 43-55. doi:10.1080/1051712X.2019.1565136Rosas, S. R., & Kane, M. (2012). Quality and rigor of the concept mapping methodology: A pooled study analysis. Evaluation and Program Planning, 35(2), 236–245.Rosas, S. R., & Ridings, J. W. (2017). The use of concept mapping in measurement development and evaluation: Application and future directions. Evaluation and Program Planning, 60, 265-276. doi:10.1016/j.evalprogplan.2016.08.016Salles, A., Cohen, G. L., & Mueller, C. M. (2014). The relationship between grit and resident well-being. The American journal of surgery, 207(2), 251-254. doi:10.1016/j.amjsurg.2013.09.006Schmidt, F. T. C., Nagy, G., Fleckenstein, J., Möller, J., & Retelsdorf, J. (2018). Same same, but different? relations between facets of conscientiousness and grit. European Journal of Personality, 32(6), 705-720. doi:10.1002/per.2171Seguin, C. (2019). A survey of nurse leaders to explore the relationship between grit and measures of success and well-being. Journal of Nursing Administration, 49(3), 125-131. doi:10.1097/NNA.0000000000000725Seligman, M. (1999). The President’s address. The American Psychologist, 54(8), 559–562. Retrieved from http://search.proquest.com/docview/212103834/Seligman, M. E. P. (2012). Flourish: A visionary new understanding of happiness and well-being (Reprint ed.). New York, NY: Artia BooksShechtman, N., DeBarger, A. H., Dornsife, C., Rosier, S., & Yarnall, L. (2013). Promoting grit, tenacity, and perseverance: Critical factors for success in the 21st century. Washington, DC: U.S. Department of Education, Office of Education Technology.Sigurdson, N., & Petersen, A. (2018). An exploration of grit in a CS1 context. Paper presented at the ACM International Conference Proceeding Series. doi:10.1145/3279720.3279743Sinclair, R. R., & Tetrick, L. E. (2000). Implications of item wording for hardiness structure, relation to neuroticism, and stress buffering. Journal of Research in Personality, 34, 1–25.Singh, K., & Jha, S. D. (2008). Positive affect and negative affect, and grit as predictors of happiness and life satisfaction. Journal of the Indian Academy of Applied Psychology, 34, 40–45.Steinmayr, R., Weidinger, A. F., & Wigfield, A. (2018). Does students’ grit predict their school achievement above and beyond their personality, motivation, and engagement? Contemporary Educational Psychology, 53, 106-122. doi:10.1016/j.cedpsych.2018.02.004Strayhorn, T. (2014). What Role Does Grit Play in the Academic Success of Black Male Collegians at Predominantly White Institutions? Journal of African American Studies, 18(1), 1–10. doi:10.1007/s12111-012-9243-0Sturman, E., & Zappala-Piemme, K. (2017). Development of the grit scale for children and adults and its relation to student efficacy, test anxiety, and academic performance. Learning and Individual Differences, 59, 1–10. doi:10.1016/j.lindif.2017.08.004Tabachnica, B. G., & Fidell, L. S. (2007). Using Multivariate Statistics (4 ed.). Needharm Heights, MA:Allyn and Bacon.Tang, X., Wang, M., Guo, J., Salmela-Aro, K., & Tang, X. (2019). Building Grit: The Longitudinal Pathways between Mindset, Commitment, Grit, and Academic Outcomes. Journal of Youth and Adolescence, 48(5), 850–863. https://doi.org/10.1007/s10964-019-00998-0Tedesqui, R. A. B., & Young, B. W. (2018). Comparing the contribution of conscientiousness, self-control, and grit to key criteria of sport expertise development. Psychology of Sport and Exercise, 34, 110-118. doi:10.1016/j.psychsport.2017.10.002Tefera, A. A., Hernández-Saca, D., & Lester, A. M. (2019). Troubling the master narrative of “grit”: Counterstories of black and latinx students with dis/abilities during an era of “high-stakes” testing. Education Policy Analysis Archives, 27 doi:10.14507/epaa.27.3380Tough, P. (2012). How Children Succeed: Grit, Curiosity, and the Hidden Power of Character. New York, NY: Houghton Mifflin Harcourt.Traino, K. A., Bakula, D. M., Sharkey, C. M., Roberts, C. M., Ruppe, N. M., Chaney, J. M., & Mullins, L. L. (2019). The role of grit in health care management skills and health-related quality of life in college students with chronic medical conditions. Journal of Pediatric Nursing, 46, 72-77. doi:10.1016/j.pedn.2019.02.035Tsai, Y. C., Chen, L. L., & Chen, T. L. (2017). Attitudes of selected taiwan navy members toward the importance and effectiveness of the taiwan navy current physical fitness program.弘光人文社會學報, 20, 249-274.Tymon A. (2013) The student perspective on employability. Studies in Higher Education, 38:6, 841-856, DOI: 10.1080/03075079.2011.604408Tyumeneva, Y., Kardanova, E., & Kuzmina, J. (2019). Grit: Two Related but Independent Constructs Instead of One. European Journal of Psychological Assessment, doi:10.1027/1015-5759/a000424Ueno, Y., Suyama, S., & Oshio, A. (2018). Relation between grit, competitive levels, and athletic events in japanese athletes. Journal of Physical Education and Sport, 18(4), 2253-2256. doi:10.7752/jpes.2018.04339Vainio, M., & Daukantaitė, M. (2016). Grit and Different Aspects of Well-Being: Direct and Indirect Relationships via Sense of Coherence and Authenticity. Journal of Happiness Studies, 17(5), 2119-2147.Van Doren, N., Tharp, J. A., Johnson, S. L., Staudenmaier, P. J., Anderson, C., & Freeman, M. A. (2019). Perseverance of effort is related to lower depressive symptoms via authentic pride and perceived power.Personality and Individual Differences, 137, 45-49. doi:10.1016/j.paid.2018.07.044Vazsonyi, A. T., Ksinan, A. J., Ksinan Jiskrova, G., Mikuška, J., Javakhishvili, M., & Cui, G. (2019). To grit or not to grit, that is the question! Journal of Research in Personality, 78, 215-226. doi:10.1016/j.jrp.2018.12.006Von Culin, K., Tsukayama, E., & Duckworth, A. L. (2014). Unpacking grit: motivational correlates of perseverance and passion for longterm goals. Journal of Positive Psychology,9(4), 306-312. doi:10.1080/17439760. 2014.898320.Walker, W., Alexander, H., & Aune, K. (2020). Higher Levels of Grit Are Associated With a Stronger Fading Affect Bias. Psychological Reports, 123(1), 124–140. doi.org/10.1177/0033294119852579Winiker, A. K., Tobin, K. E., Davey-Rothwell, M., & Latkin, C. (2019). An examination of grit in black men who have sex with men and associations with health and social outcomes. Journal of Community Psychology, doi:10.1002/jcop.22176Wu, H. M., & Mok, M. M. C. (2019). The validity of personal best, self-efficacy, self-regulated learning, and academic achievement: theory of planned behavior as a framework. 測驗學刊, 66(3), 321-346.Yammarino, F. J., & Bass, B. (1988). Long-term forecasting of transformational leadership and its effects among naval officers: Some preliminary findings (Report No. ONR-TR-2). Arlington, VA: Office of Naval Research. (Defense Technical Information Center Document No. ADA204110.Zhang, H., Chan, D., & Guan, Y. (2013). Plans Are More Helpful When One Perseveres: The Moderating Role of Persistence in the Relationship Between Implementation Intentions and Goal Progress. Basic and Applied Social Psychology, 35(2), 231-240. doi: 10.1080/01973533.2013.764298Zhang, M. X., Mou, N. L., Tong, K. K., & Wu, A. M. S. (2018). Investigation of the effects of purpose in life, grit, gratitude, and school belonging on mental distress among Chinese emerging adults. International Journal of Environmental Research and Public Health, 15(10) doi:10.3390/ijerph15102147Zhao, Y., Niu, G., Hou, H., Zeng, G., Xu, L., Peng, K., & Yu, F. (2018). From growth mindset to grit in chinese schools: The mediating roles of learning motivations. Frontiers in Psychology, 9. doi:10.3389/fpsyg.2018.02007Zhong, C., Wang, M., Shou, Y., Ren, F., Zhang, X., Li, M., & Yang, W. (2018). Assessing construct validity of the grit-S in chinese employees. PLoS ONE, 13(12) doi: 10.1371/journal.pone.0209319Zhou, J. (2014). Persistence motivations of Chinese doctoral students in science, technology, engineering, and math in the U.S. Journal of Diversity in Higher Education, 7, 177–193. 描述 博士
國立政治大學
教育學系
105152514資料來源 http://thesis.lib.nccu.edu.tw/record/#G0105152514 資料類型 thesis dc.contributor.advisor 余民寧 zh_TW dc.contributor.advisor Yu, Min-Ning en_US dc.contributor.author (作者) 熊師瑤 zh_TW dc.contributor.author (作者) Hsiung, Shih-Yao en_US dc.creator (作者) 熊師瑤 zh_TW dc.creator (作者) Hsiung, Shih-Yao en_US dc.date (日期) 2020 en_US dc.date.accessioned 1-七月-2020 13:59:24 (UTC+8) - dc.date.available 1-七月-2020 13:59:24 (UTC+8) - dc.date.issued (上傳時間) 1-七月-2020 13:59:24 (UTC+8) - dc.identifier (其他 識別碼) G0105152514 en_US dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/130634 - dc.description (描述) 博士 zh_TW dc.description (描述) 國立政治大學 zh_TW dc.description (描述) 教育學系 zh_TW dc.description (描述) 105152514 zh_TW dc.description.abstract (摘要) 基於過往研究對於恆毅力(grit)理論概念架構與運用領域有所爭議,本研究主要目的在建構我國軍校生恆毅力概念意義內涵,編製軍校生恆毅力量表,並且探討軍校生恆毅力的相關影響效果。為達到研究目的,本研究可區分成五個部份。在前導性研究1使用問卷調查法中,邀請442名軍校生填寫恆毅力短量表,結果認為該量表結構與我國軍校生不適配;前導性研究2使用訪談法,深度訪談高恆毅力軍校生3名及低恆毅力學生1名,分析結果認為我國軍校生恆毅力概念與Duckworth等人(2007)所提出的恆毅力二階雙因子概念明顯不同,並以此為基礎進行正式研究。正式研究1使用構念構圖法,邀請軍校一至四年級學生計20名建構軍校生恆毅力的內涵意義,其子概念分別為:目標認同、人際支持、自我效能、成長思維與正向因應。正式研究2依正式研究1之結果編製「軍校生恆毅力量表」,經信效度分析檢驗後,正式量表合計23題,總量表內部一致性信度Cronbach’s α數值.939,分量表Cronbach’s α值介於.802至848之間,而且整體模型檢定合理適配。正式研究3探討軍校生恆毅力現況及其影響效果,共有3520位軍校生接受自陳式問卷調查,分析結果如下:一、 軍校生恆毅力現況分析中,男性的恆毅力平均分整體高於女性,軍費生高於自費生,而學生的年級愈高,則軍校生恆毅力的程度將會愈高。二、 軍校恆毅力愈高者,其體能表現愈佳,學校適應能力愈高,也有較高主觀幸福感受;若軍校生恆毅力較低者,其憂鬱情緒也會愈多,有較高退學想法意念,顯示軍校生恆毅力對於軍校生個體的適應程度,有較大的直接影響力,且憂鬱情緒與軍校生學校適應能力有中介效果。三、 軍校生恆毅力對軍校學生是否休(退)學行為有顯著的預測力和分類正確性。四、 軍校生恆毅力對學校適應、憂鬱情緒、主觀幸福感、體能表現與退學意念、退學行為影響效果較人格堅忍度量表更為顯著,顯示軍校生恆毅力量表較適合用於測量現今軍校生的心理素質以及作為預測休(退)學行為之用。本研究根據上述研究結果,針對軍校教育應用與未來研究給予具體建議。 zh_TW dc.description.abstract (摘要) This thesis constructs the concept of military cadets’ grit, develops Military Cadets’ Grit Scale, and explores its related effects. The study used two pilot studies and three formal research to examine the effect of grit on psychological state and behavior of suspension or dropout among military cadets in the context of Taiwanese military school. In pilot study 1, 442 students were recruited to complete the Grit-S scale, and the results suggested that the scale had low reliability and validity. In pilot study 2, four cadets with both high-level and low-level of grit were interviewed, and the results suggested that the concept of grit in the context of military cadets is different from the two-factor of grit proposed by Duckworth et al. (2007). In formal research 1 (including 20 military cadets), the meaning of grit was constructed in the context of military cadets through the method of concept mapping. The results revealed that the subconcepts are goal commitment, interpersonal support, self-efficacy, growth mindset, and positive response. On the basis of formal research 1, the Military Cadets’ Grit Scale was developed in formal research 2. This scale had 23 formal questions. Based on the overall model verification, the model was found to be best-fitting. Finally, in formal research 3, 2,566 military cadets completed a self-reported questionnaire, and the analysis results are as follows:1.Male cadets have higher average grit score than female cadets do. Military-sponsored students have higher grit score compared with self-sponsored students do. Additionally, the higher the grade of the military cadets, the more grit they possess.2.Higher grit in military cadets is associated with better physical performance, school adaptation, and subjective well-being. Additionally, lower grit in military cadets leads to more episodes of depressive mood and thoughts of dropping out. Military cadets’ grit has a direct influence on school adaptation. Depressive mood and school adaptation have a mediation effect on military cadets’ grit and subjective well-being.3.Military cadets’ grit scale scores demonstrate significant predictability and classification accuracy for cadets’ suspension or dropout.4.The effect of military cadet’s grit on school adaptation, depressive mood, subjective well-being, physical performance, dropout thoughts, and dropout behavior is more significant than the effect of hardness. This indicates that military cadet’s grit is more suitable for assessing their psychological state and predicting the behavior of suspension or dropout.Finally, according to the conclusion, this study proposes suggestions for the application of military school education practice and future research. en_US dc.description.tableofcontents 第一章 緒論 1第一節 研究動機 1第二節 研究目的 8第三節 名詞釋義 8第二章 文獻探討 11第一節 恆毅力概述 11第二節 恆毅力結構與測量問題 16第三節 恆毅力相關研究及其影響效果 20第四節 恆毅力在軍事組織相關應用研究 37第三章 研究方法 43第一節 研究架構 43第二節 研究問題及假設 44第三節 研究流程 45第四節 研究參與者 55第五節 研究工具 62第六節 資料分析方式 68第四章 研究結果 71第一節 前導性研究結果分析 71第二節 正式研究1:軍校生恆毅力概念建構結果分析 84第三節 正式研究2:軍校生恆毅力量表編製結果分析 91第四節 正式研究3:軍校生恆毅力現況與其影響效果分析 108第五章 綜合討論與建議 175第一節 綜合討論 176第二節 研究限制 182第三節 研究建議 185參考文獻 189附錄 211附錄一 前導性研究1:Grit-S恆毅力短量表 211附錄二 前導性研究2:軍校生個別訪談大綱 212附錄三 前導性研究2:軍校生個別訪談研究參與者同意書 213附錄四 概念構圖團體訪談研究參與者基本資料調查表 215附錄五 概念構圖團體訪談研究參與者同意書 216附錄六 概念構圖團體訪談訪談大綱 218附錄七 正式研究:軍校生生活態度調查問卷 220附錄八 國軍體能鑑測分數轉換表 228附錄九 概念透圖法集群分析過程 235 zh_TW dc.format.extent 7031122 bytes - dc.format.mimetype application/pdf - dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0105152514 en_US dc.subject (關鍵詞) 恆毅力 zh_TW dc.subject (關鍵詞) 軍校生恆毅力量表 zh_TW dc.subject (關鍵詞) 概念構圖 zh_TW dc.subject (關鍵詞) 結構方程式模型 zh_TW dc.subject (關鍵詞) 軍校生退學行為預測 zh_TW dc.subject (關鍵詞) Grit en_US dc.subject (關鍵詞) Military Cadets’ Grit Scale en_US dc.subject (關鍵詞) Concept Mapping en_US dc.subject (關鍵詞) Structural Equations Model en_US dc.subject (關鍵詞) Prediction of the Dropout of Military Cadets en_US dc.title (題名) To stay or not to stay? 軍校生恆毅力概念建構研究 zh_TW dc.title (題名) To stay or not to stay? A study on the concept construction of grit in military cadets en_US dc.type (資料類型) thesis en_US dc.relation.reference (參考文獻) 中文:方進隆(1995)。體適能與全人健康。中華體育季刊,9(3),62-69。doi: 10.6223/qcpe.0903.199512.1710王淑惠(2015)。軍校女學生的校園處境。性別平等教育季刊,73,50-54。朱彩馨、彭虹綾(2009)。提昇科技中介學習成效-從個人內在認知因素探討合作學習的學習成效。資訊管理學報,16(1),135-162。doi:10.6382/JIM.200901.0007余民寧(1997)。有意義的學習-概念構圖之研究。臺北市:商鼎。余民寧(2015)。幸福心理學-從幽谷邁向巔峰之路。臺北:心理出版社。余民寧(2020)。量表編製與發展—Rasch測量模型的應用。臺北市:心理。余民寧、陳柏霖(2016)。解開幸福的秘密:正向比值是一個關鍵。學校行政,105,133-151。doi: 10.3966/160683002016090105007余民寧、陳柏霖、許嘉家、鐘珮純、趙珮晴(2012)。自覺健康狀態、健康責任、情緒幸福感及憂鬱關係之調查。屏東教育大學學報教育類,38,199-226。余民寧、陳柏霖、陳玉樺(2017)。量表長度簡化研究:「簡式中小學教師主觀幸福感量表」修訂。教育研究與發展期刊,13(4),27-56。doi: 10.3966/181665042017121304002余民寧、黃馨瑩、劉育如(2011)。「臺灣憂鬱症量表」心理計量特質分析報告。測驗學刊,58(3),479-500。doi: 10.7108/PT.201109.0479余景文、孫敏華(2002)。軍校生人格特質、學習策略與學業成就的關係-以政治作戰學校九十一年班為例。復興崗學報,74,113-136。吳文雄(2002)。電腦技能學習者過去的績效、目標認同、電腦自我效能及電腦績效因果關係之驗證-社會認知理論與目標設定理論的整合。師大學報:科學教育類,47(1),39-54。doi: 10.6300/JNTNU.2002.47(1).03吳明隆(2009)。結構方程模式:AMOS 的操作與應用。臺北市:五南。吳淑禎(2018)。生涯韌力:大學青年的生涯逆境知覺及其因應策略之研究。教育科學研究期刊,63(3),197-230。doi:10.6209/ JORIES.201809_63(3). 0007吳煒聲(譯)(2016)。正向心理學 : 人類優勢的科學與實務探索(原作者:S. J. Lopez, J. T. Pedrotti, & C. R. Snyder)。臺北市:雙葉書廊(原著出版年:2014)李輝明(2008)。戰場壓力對領導幹部作決策之影響-以決策風格與人格堅忍度為調節變項(未出版之碩士論文)。國防大學,新北市。杜淑芬、葉安華、王建雅(2014)。女性生氣表達與自尊、人際親密及憂鬱的關係-以北部某科大為例。教育心理學報,46(1),73-92。doi:10.6251/BEP.20131226沈美吟(2018)。希望感理論融入英語教學對國中三年級學生之希望感、恆毅力及學業成就之影響(未出版之碩士論文)。東海大學,臺中市。卓淑玲、劉瑞楨、鄧文章(2000)。影響軍校生軍職志向之相關因素研究-以政治作戰學校為例。復興崗學報,70,103-130。周彥中(2004)。士官兵適應問題之研究(未出版之碩士論文)。國立政治大學,臺北市。林文聰(2004)。國中學生之家庭功能、學校適應與幸福感之相關研究(未出版之碩士論文)。國立彰化師範大學,彰化縣。林君潔(2016)。高中生選讀軍事院校緣由探究-以應用藝術學系為例。復興崗學報,109,77-98。林純燕、賴志峰(2014)。國民小學新住民子女學校適應與幸福感相關之研究。學校行政,92,205-230。doi:10.3966/160683002014070092011林維芬、徐秋碧(2009)。正向情緒輔導介入方案對國小學童情緒智力、生活適應與幸福感之研究。中華輔導與諮商學報,25,131-178。doi:10.7082/CJGC.200903.0131邱皓政(2011)。結構方程模式:LISREL/SIMPLIS原理與應用(第二版)。臺北市:雙葉書廊。邱漢誠(2009)。軍校生個人-組織契合對組織公民行為影響之研究。復興崗學報,95,81-101。doi:10.29857/FHKAJ.200909.0004青年日報(2017年7月15日)。軍校招生未達計畫數與年金改革無關。青年日報電子報。擷取自https://www.ydn.com.tw青年日報(2017年年3月5日)。陸軍司令部:基層幹部派任正常,籲請勿以訛傳訛。青年日報電子報。擷取自:https://www.ydn.com.tw/News/225044洪榮昭、詹瓊華(2018)。共變推理遊戲:遊戲自我效能與後設認知影響遊戲中的焦慮、興趣及表現之研究。教育科學研究期刊,63(3),131-162。doi:10.6209/JORIES.201809_63(3).0005唐鎮宇、許稚佳(2018年12月29日)。少子化衝擊 大專校院招生慘兮兮 8校註冊率低於60%。蘋果日報電子報。取自https://tw.appledaily.com孫建屏(2017年8月7日)。陸戰隊爆破班驗收,跨夜進擊成功解救人質。青年日報電子報。取自https://www.ydn.com.tw馬于雯(2009)。「軍校生學校適應量表」之發展與模式初探。測驗學刊,56(4),519-542。doi:10.7108/PT.200912.0519馬于雯(2015)。心理社會幸福感、心理功能、復原力與軍中適應:量表發展與相關分析。大屯出版社,臺北市。國防大學(2019年2月12日)。校訓。擷取自:https://library.ndu.edu.tw/wSite/ct?xItem=7411&ctNode=270&mp=1常雅珍、林奕宏(2014)。以樂觀信念、正向意義及正向情緒融入服務學習課程之量化研究。課程與教學,17(1),145-177。doi:10.6384/CIQ.201401_17(1).0006張文進(2013)。隊職官領導風格對軍校生組織公民行為影響之研究 ─ 以正向心理資本為中介變項(未出版之碩士論文)。南台科技大學,臺南市。張文馨、陳思羽、季力康(2012)。運動熱情與主觀幸福感的關係:正向情緒的中介效果。體育學報,45(4),301-309。doi:10.6222/pej.4504.201212.0804張聖德(2007)。三軍官校學生軍事社會化與求助態度、求助行為間關係之探析。中華輔導學報,21,99-134。doi:10.7060/KNUJ-ES.200606.0045張曉楨、何秀慈(2013)。大學生工作與課業衝突、壓力因應方式與離職傾向之關係。永續發展與管理策略,5(2),21-47。張瓊霞(2018)。組織相關因素對員工恆毅力與職涯滿足關係之研究:企業文化、員工協助方案(未出版之碩士論文)。國立中山大學,高雄市梁德馨、陳儀蔓、黃虹瑜(2014)。大學生運動情形與憂鬱傾向之關聯研究-自覺健康及幸福感之中介效果探討。輔仁醫學期刊,12(4),215-225。doi:10.3966/181020932014121204002許珊毓、黃心樹(2019)。健康促進教育團體改善透析病人憂鬱程度、希望感及生活品質的研究。護理雜誌,66(4),29-39。doi:10.6224/JN.201908_66(4).05許雅韻(2010)。聯合入伍訓練對軍校生人格堅忍度之長期效應及其與壓力感受和因應行為之相關性探討(未出版之碩士論文)。國防醫學院,臺北市。許嘉家(2013)。Person-fit偵測作假之效用- 非參數試題反應理論的模擬與應用(未出版之博士論文)。國立政治大學,臺北市。陳依翔(2018)。「優勢觀點團體」對軍校新生增強權能成效之研究。復興崗學報,112,191-219。陳信行、程淑華(2018)。內部工作機會、人格堅忍度對士兵轉服意願之影響性探究。復興崗學報,112,221-246。陳彥瑀(2019)。職業軍人恆毅力、主觀幸福感與職業倦怠之關係(未出版之碩士論文)。玄奘大學,新竹市。陳美昭、賴香如(2006)。臺北市某國中學生運動社會心理、身體意象與規律運動相關研究。衛生教育學報,26,55-76。doi:10.7022/JHE.200612.0055陳景花、余民寧(2019)。正向心理學介入對幸福與憂鬱效果之後設分析。教育心理學報,50(4),551-585。doi:10.6251/BEP.201906_50(4).0001陳優華(2004)。談健康體能運動抑制與延緩老化。興國學報,3,127-138。doi:10.29950/JHKUM.200407.0011陳繪茹(譯)(2017)。刻意練習:原創者全面解析,比天賦更關鍵的學習法(原作者:Ericsson A. & Pool R.)。臺北市:方智出版社。彭淑玲、黃博聖、陳學志(2019)。學習情境中的個人成就目標與作弊接受度之關係:以學業自我效能為調節變項。教育科學研究期刊,64(4),87-113。doi:10.6209/JORIES.201912_64(4).0004黃有銘(2016)。軍校生的適應程度與學習成效之影響(未出版之碩士論文)。龍華科技大學,桃園縣。黃冠英(2018)。國中生恆毅力與科學學習動機之研究(未出版之碩士論文)。銘傳大學,臺北市。溫金豐、張菡琤、陳芳倩、胡宜婷(2008)。工作熱情量表的建構與測量。人力資源管理學報,8(2),45-60。doi:10.6147/JHRM.2008.0802.03詹茹琁(2008)。聯合入伍訓練對軍校新生人格堅忍度、壓力感受及身心反應之成效及其相關因素(未出版之碩士論文)。國防醫學院,臺北市。廖月娟(譯)(2009)。異數:超凡與平凡的界線在哪裡?(原作者:Malcolm Gladwell)。臺北市:時報文化(原著出版年:2008)。榮泰生(2013)。SPSS與研究方法 (三版)。臺北市:五南。熊師瑤(2018)。從入學測驗科目與學生退(休)學之關係探討軍校入學考試制度。2018年5月3日清華大學教育心理與諮商學系主辦「2018第一屆清華心理論壇暨華人心理學跨域前瞻發展學術研討會」研討會論文,新竹市。趙信祈(2017)。原住民青少年之家庭支持、心盛及學業表現之相關研究:以恆毅力為調節變項(未出版之碩士論文)。國立臺灣師範大學,臺北市。蔡文佩、余莉莉、郭重雄(2002)。軍校學生壓力感受與其身心反應之探討。志為護理 慈濟護理雜誌,1(2),36–46。doi:10.6974/TCNJ.200206.0036鄭伊茹(2017)。高中生升大學目的動機及其與學業恆毅力、學業自我控制力關係之研究(未出版之碩士論文)。國立屏東大學教育,屏東縣。謝王惠(2006)。畢馬龍效應、人格堅忍度與歸因型態之關聯性研究(未出版之碩士論文)。國防大學,臺北市。謝臥龍(2011)。男女共學新軍事文化中女官校學生就學經驗之探討。載於國防部人力司所主辦之「國防與性別平等:百年回顧與前瞻學術研討會」論文集,53-178, 臺北市。謝進昌(2012)。概念構圖策略後設分析資料庫建置之初探研究。測驗學刊,59(4),513-546。doi:10.7108/PT.201212.0513韓佩凌、陳柏霖(2017)。正向心理學理論與實務。臺北市:雙葉書廊。簡立欣(2019年4月2日)。回不去了!大專院校休退學人數連2年逾9萬人 再創新高。中時電子報。取自https://www.chinatimes.com/?chdtv魏勇剛、龍長權、宋武(譯)(2010)。量表編製 : 理論與應用(原作者:Devellis R. F.)。臺北市: 五南。(原著出版年:2002修訂版)譚天(譯)(2019)。恆毅力的七堂課(原作者:Young S.)。臺北市:遠見天下文化。(原著出版年:2017)顧先孝(2019)。軍事院校課業壓力與留任意願之探討-以海軍軍官學校為例(未出版之碩士論文)。義守大學,高雄市。外文:Alhadabi, A. & Karpinski, A. C. (2020). Grit, self-efficacy, achievement orientation goals, and academic performance in University students. International Journal of Adolescence and Youth, 25(1), 519–535. doi.org/10.1080/02673843.2019.1679202Arco-Tirado, J. L., Fernández-Martín, F. D., & Hoyle, R. H. (2018). Development and validation of a spanish version of the grit-S scale. Frontiers in Psychology, 9. doi:10.3389/fpsyg.2018.00096Areepattamannil, S., & Khine, M. S. (2018). Evaluating the psychometric properties of the original grit scale using rasch analysis in an arab adolescent sample. Journal of Psychoeducational Assessment, 36(8), 856-862. doi:10.1177/0734282917719976Banse, H., & Palacios, N. (2018). Supportive classrooms for latino english language learners: Grit, ELL status, and the classroom context. Journal of Educational Research, 111(6), 645-656. doi:10.1080/00220671.2017.1389682Barfield, D., & Adamantos, S. (2018). Grit score and its relationship to successful enrolment in specialist veterinary training. Veterinary Record, 183(23), 718. doi:10.1136/vr.104991Barriopedro, M. I., Quintana, I., & Ruiz, L. M. (2018). Perseverance and passion in achieving the objectives: Spanish validation of the duckworth’s grit scale. RICYDE: Revista Internacional De Ciencias Del Deporte, 14(54), 297-308. doi:10.5232/ricyde2018.05401Bartone, P. T., Roland, R. R., Picano, J. J., & Williams, T. J. (2008). Psychological hardiness predicts success in US army special forces candidates. International Journal of Selection and Assessment.16,78–81. doi: 10.1111/j.1468-2389.2008.00412.xBuechel, B., Mechtenberg, L., & Petersen, J. (2018). If I can do it, so can you! Peer effects on perseverance. Journal of Economic Behavior and Organization, 155, 301–314. https://doi.org/10.1016/j.jebo.2018.09.004Calvo-Francés, F., & Alemán-Ruiz, I. (2017). Validation of the Interpersonal Support Links Scale VIDA. Anales de Psicología, 33(1), 168–179. https://doi.org/10.6018/analesps.33.1.232341Camp, C. L., Wang, D., Turner, N. S., Grawe, B. M., Kogan, M., & Kelly, A. M. (2019). Objective predictors of grit, self-control, and conscientiousness in orthopaedic surgery residency applicants. The Journal of the American Academy of Orthopaedic Surgeons, 27(5), e227-e234. doi:10.5435/JAAOS-D-17-00545Caza, A., & Posner, B. Z. (2019). How and when does grit influence leaders’ behavior? Leadership and Organization Development Journal, 40(1), 124-134. doi:10.1108/LODJ-06-2018-0209Clark, K. N.,&Malecki, K. (2019). Academic Grit Scale: Psychometric properties and associations with achievement and life satisfaction. Journal of school psychology, 72, 49-66.Clements, J., & Kamau, C. (2017). Understanding students’ motivation towards proactive career behaviours through goal-setting theory and the job demands–resources model. Studies in Higher Education, 43(12), 2279–2293. https://doi.org/10.1080/03075079.2017.1326022Converse, J. M., & Presser, S. (1986). 63 Survey questions: Handcrafting the standardized questionnaire, vol. 7, Thousand Oaks, CA: Sage.Copeland, W., Shanahan, L., Costello, E.J., & Angold, A. (2011). Cumulative prevalence of psychiatric disorders by young adulthood: a prospective cohort analysis fromthe Great Smoky Mountains Study. J Am Acad Child Adolesc Psychiatry, 50, 252-261.Cormier, D. L., Dunn, J. G. H., & Causgrove D. J. (2019). Examining the domain specificity of grit. Personality and individual differences, 139, 349-354. doi : 10.1016/j.paid.2018.11.026Cosgrove, J., Chen, Y., & Castelli, D. (2018). Physical Fitness, Grit, School Attendance, and Academic Performance among Adolescents. BioMed Research International, 7, . https://doi.org/10.1155/2018/9801258Credé, M. (2018). What shall we do about grit? A critical review of what we know and what we Don’t know. Educational Researcher, 47(9), 606-611. doi:10.3102/0013189X18801322Credé, M. (2019). Total grit scale score does not represent perseverance. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3941. doi:10.1073/pnas.1816934116Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492-511. doi:10.1037/pspp0000102Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281–302.Cui, G.& Lan, X. (2020). The Associations of Parental Harsh Discipline, Adolescents’ Gender, and Grit Profiles With Aggressive Behavior Among Chinese Early Adolescents. Frontiers in Psychology, 11. doi:10.3389/fpsyg.2020.00323Cureton, E.E. The upper and lower twenty-seven per cent rule. Psychometrika 22, 293–296 (1957). doi:10.1007/BF02289130Cyders, M., & Coskunpinar, A. (2011). Measurement of constructs using self-report and behavioral lab tasks: Is there overlap in nomothetic span and construct representation for impulsivity? Clinical Psychology Review, 31(6), 965-982.Dale, G., Sampers, D., Loo, S., & Green, C. (2018). Individual differences in exploration and persistence: Grit and beliefs about ability and reward. PLoS ONE, 13(9), E0203131Danner, D., Lechner, C., & Rammstedt, B. (2020). A cross-national perspective on the associations of grit with career success. Compare, 50(2), 185–201. doi:10.1080/03057925.2019.1617110Datu, J. A. D. (2017). Sense of relatedness is linked to higher grit in a collectivist setting. Personality and Individual Differences, 105, 135-138. doi:10.1016/j.paid.2016.09.039Datu, J. A. D., & Fong, R. W. (2018). Examining the association of grit with test emotions among hong kong chinese primary school students. School Psychology International, 39(5), 510-525. doi:10.1177/0143034318793468Datu, J. A. D., Valdez, J. P. M., & King, R. B. (2016). Perseverance counts but consistency does not! Validating the short grit scale in a collectivist setting. Current Psychology, 35, 121–130. doi: 10.1007/s12144-015-9374-2Datu, J. A. D., Yuen, M., & Chen, G. (2018). The triarchic model of grit is linked to academic success and well-being among Filipino high school students. School Psychology Quarterly : the Official Journal of the Division of School Psychology, American Psychological Association, 33(3), 428–438. doi:10.1037/spq0000234Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95, 542-575.Dodge, K. A. (1980). Social cognition and children’s aggressive behavior. Child Development, 51, 162–170.Doll, W., Xia, W., & Torkzadeh, G. (1994). A Confirmatory Factor Analysis of the End-User Computing Satisfaction Instrument. MIS Quarterly, 18(4), 453-461. doi:10.2307/249524Duckworth, A. L. (2016). Grit: Passion, perseverance and the science of success. New York, NY: Scribner.Duckworth, A. L., & Eskreis-Winkler, L. (2015). Grit. International Encyclopedia of the Social & Behavioral Sciences, 397–401.doi:10.1016/b978-0-08-097086-8.26087-xDuckworth, A. L., & Gross, J. J. (2014). Self-control and grit: Related but separable determinants of success. Current Directions in Psychological Science, 23(5), 319-325. doi:10.1177/0963721414541462Duckworth, A. L., & Quinn, P. D. (2009). Development and validation of the short grit scale (grit-S). Journal of Personality Assessment, 91(2), 166-174. doi:10.1080/00223890802634290Duckworth, A. L., & Yeager, D. S. (2015). Measurement matters. Educational Researcher, 44(4), 237–251. doi:10.3102/0013189x15584327Duckworth, A. L., Kirby, T. A., Tsukayama, E., Berstein, H., & Ericsson, K. A. (2011). Deliberate practice spells success: Why grittier competitors triumph at the national spelling bee. Social Psychological and Personality Science, 2(2), 174-181. doi:10.1177/1948550610385872Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92(6), 1087-1101. doi:10.1037/0022-3514.92.6.1087Dweck, C. S. (1986). Motivational processes affecting learning. American Psychologist, 41 (10), 1040-1048. https://doi.org/10.1037/0003-066X.41.10.1040.Dweck, C. S. (2012). Mindsets and human nature: Promoting change in the Middle East, the schoolyard, the racial divide, and willpower. American Psychologist, 67(8), 614–622. doi:10.1037/a0029783Elliot, A., Mcgregor, H., & Gable, S. (1999). Achievement Goals, Study Strategies, and Exam Performance: A Mediational Analysis. Journal of Educational Psychology, 91(3), 549–563. doi:10.1037/0022-0663.91.3.549Eskreis-Winkler, L., Shulman, E. P., Beal, S. A., & Duckworth, A. L. (2014). The grit effect: predicting retention in the military, the workplace, school and marriage. Frontiers in psychology, 5, 36. doi:10.3389/fpsyg.2014.00036Fernández-Martín, F. D., Arco-Tirado, J. L., & Soriano-Ruíz, M. (2018). Perseverance and passion for achieving long-term goals: Transcultural adaptation and validation of the grit-S scale / perseverancia y pasión por la consecución de objetivos a largo plazo: Adaptación transcultural y validación de la escala grit-S. Revista De Psicologia Social, 33(3), 620-649. doi:10.1080/02134748.2018.1482060Fong, C. J., & Kim, Y. W. (2019). A clash of constructs? re-examining grit in light of academic buoyancy and future time perspective. Current Psychology, doi:10.1007/s12144-018-0120-4Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56, 218–226. doi:10.1037/0003-066X.56.3.218.Gilchrist, J. D., Fong, A. J., Herbison, J. D., & Sabiston, C. M. (2018). Feelings of pride are associated with grit in student-athletes and recreational runners. Psychology of Sport and Exercise, 36, 1-7. doi: 10.1016/j.psychsport.2017.12.009Gilson, T. A., Dix, M. A., & Lochbaum, M. (2017). "Drive on": The relationship between psychological variables and effective squad leadership. Military Psychology, 29(1), 58-67. doi:10.1037/mil0000136Guo, J., Tang, X., & Xu, K. M. (2019). Capturing the multiplicative effect of perseverance and passion: Measurement issues of combining two grit facets. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3938-3940. doi:10.1073/pnas.1820125116Hair J. F. Jr., R. E. Anderson, R, L. Tatham and W.C. Black (2009). Multivariate Data Analysis. 7th ed. Englewood Cliffs, NJ: Prentice Hall.Henrich, J., Heine, S. J., & Norenzayan, A. (2010). Most people are not WEIRD. Nature, 466, 29.Higgins, E. (1997). Beyond Pleasure and Pain. American Psychologist, 52(12), 1280–1300. doi.org/10.1037/0003-066X.52.12.1280Ho, J. C., & Tsai, C. T. (2017). The effect of supervisor neuroticism on employee voice behavior: a moderated mediation model of emotional exhaustion, self-efficacy and emotion regulation. 人力資源管理學報, 17(3), 33-57. doi:10.6147/JHRM.2017.1703.02Hodge, B., Wright, B. & Bennett, P. (2018). The Role of Grit in Determining Engagement and Academic Outcomes for University Students. Research in Higher Education, 59, 448–460. doi:10.1007/s11162-017-9474-yHollenbeck, J., Williams, C., & Klein, H. (1989). An Empirical Examination of the Antecedents of Commitment to Difficult Goals. Journal of Applied Psychology, 74(1), 18–23. https://doi.org/10.1037/0021-9010.74.1.18Hsieh, T. H., Chang, K. J., Lee, W. K., & Ku, Y. C. (2010). Factors associated with depressive symptoms among soldiers. 臺灣精神醫學, 24(1), 51-60. doi:10.29478/TJP.201003.0006Hwang, M. H., Lim, H. J., & Ha, H. S. (2018). Effects of grit on the academic success of adult female students at korean open university. Psychological Reports, 121(4), 705-725. doi:10.1177/0033294117734834Ivcevic, Z., & Brackett, M. (2014). Predicting school success: Comparing Conscientiousness, Grit, and Emotion Regulation Ability. Journal of Research in Personality, 52(C), 29–36. doi:10.1016/j.jrp.2014.06.005Jachimowicz, J. M., Wihler, A., Bailey, E. R., & Galinsky, A. D. (2018). Why grit requires perseverance and passion to positively predict performance. Proceedings of the National Academy of Sciences of the United States of America, 115(40), 9980-9985. doi:10.1073/pnas.1803561115Jachimowicz, J. M., Wihler, A., Bailey, E. R., & Galinsky, A. D. (2019). Grit-S scale measures only perseverance, not passion, and its supposed subfactors are merely artifactors. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 3942-3944. doi:10.1073/pnas.1821668116Jordan, S. L., Hochwarter, W. A., Ferris, G. R., & Ejaz, A. (2018). Work grit as a moderator of politics perceptions: Workplace outcomes relationships: A three-study convergent investigation. Career Development International, 23(6-7), 576-594. doi : 10.1108/CDI-09-2018-0247Kane, M., & Trochim, W. M. K. (2007). Concept mapping for planning and evaluation. Thousand Oaks, CA: Sage Publications.Karaman, M. A., Cavazos Vela, J., Aguilar, A. A., Saldana, K., & Montenegro, M. C. (2019). Psychometric properties of U.S.-spanish versions of the grit and resilience scales with a latinx population. International Journal for the Advancement of Counselling, 41(1), 125-136. doi:10.1007/s10447-018-9350-2Kelly, A. M., Townsend, K. W., Davis, S., Nouryan, L., Bostrom, M. P. G., & Felix, K. J. (2018). Comparative assessment of grit, conscientiousness, and self-control in applicants interviewing for residency positions and current orthopaedic surgery residents. Journal of Surgical Education, 75(3), 557-563. doi:10.1016/j.jsurg.2017.09.002Kelly, D. R., Matthews, M. D., & Bartone, P. T. (2014). Grit and hardiness as predictors of performance among west point cadets. Military Psychology, 26(4), 327-342. doi:10.1037/mil0000050Kelly, T. L. (1939). The selection of upper and lower groups for the validation of test items. Journal of education Psychology,30,17-24. https://doi.org/10.1037/ h0057123Keyes, C. L. M. (1998). Social well-being. Social Psychology Quarterly, 61, 121-140.Keyes, C. L. M. (2006). Subjective well-being in mental health and human development research worldwide: An introduction. Social Indicators Research, 77, 1-10.Keyes, C. L. M., Shmotkin, D., & Ryff, C. D. (2002). Optimizing well-being: The empirical encounter of two traditions. Journal of Personality and Social Psychology, 82, 1007-1022. doi:10.1037/0022-3514.82.6.1007Kleiman, E. M., Adams, L. M., Kashdan, T. B., & Riskind, J. H. (2013). Gratitude and grit indirectly reduce risk of suicidal ideations by enhancing meaning in life: evidence for a mediated moderation model. Journal of Research in Personality, 47, 539–546.Klein, H., Molloy, J., & Brinsfield, C. (2012). Reconceptualizing Workplace Commitment to Redress a Stretched Construct: Revisiting Assumptions and Removing Confounds. Academy of Management. The Academy of Management Review, 37(1), 130–151. https://doi.org/10.5465/amr.2010.0018Kline, R. B. (2005). Methodology in the social sciences. Principles and practice of structural equation modeling (2nd ed.). New York, NY, US: Guilford Press.Kobasa, S. C., Maddi, S. R., & Kahn, S. (1982). Hardiness and health: A prospective study. Journal of Personality and Social Psychology, 42(1), 168–177. doi:10.1037/0022-3514.42.1.168Kruger, J., Dunning, D., & Kruglanski, Arie W. (1999). Unskilled and unaware of it: How difficulties in recognizing one`s own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77(6), 1121-1134.Kruskal, J.B. (1964). Non-metric Multidimensional Scaling A Numerical Method. Psychometrika, 29(1),115-129.Kwan, V. S. Y., Bond, M. H., & Singelis, T. M. (1997). Pancultural explanations for life satisfaction: adding relationship harmony to self-esteem. Journal of Personality and Social Psychology, 73(5), 1038–1051.Lan, X., & Moscardino, U. (2019). Direct and interactive effects of perceived teacher-student relationship and grit on student wellbeing among stay-behind early adolescents in urban china. Learning and Individual Differences, 69, 129-137. doi:10.1016/j.lindif.2018.12.003Lan, X., Marci, T., & Moscardino, U. (2019). Parental autonomy support, grit, and psychological adjustment in chinese adolescents from divorced families. Journal of Family Psychology, doi:10.1037/fam0000514Larkin, P., O’Connor, D., & Williams, A. M. (2016). Does grit influence sport-specific engagement and perceptual-cognitive expertise in elite youth soccer? Journal of Applied Sport Psychology, 28(2), 129-138.Lee, W. (2017). Relationships among grit, academic performance, perceived academic failure, and stress in associate degree students. Journal of Adolescence, 60, 148–152. doi:10.1016/j.adolescence.2017.08.006Light, A., & Nencka, P. (2019). Predicting educational attainment: Does grit compensate for low levels of cognitive ability? Learning and Individual Differences, 70, 142-154. doi:10.1016/j.lindif.2019.02.002Lin, C. S., & Chang, C. (2017). Personality and Family Context in Explaining Grit of Taiwanese High School Students. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2197-2213. doi : 10.12973/eurasia.2017.01221aLovering, M. E., Heaton, K. J., Banderet, L. E., Neises, K., Andrews, J., & Cohen, B. S. (2015). Psychological and physical characteristics of U.S. marine recruits. Military Psychology, 27(5), 261-275. doi:10.1037/mil0000082Lucas, R. E., & Baird, B. M. (2006). Global self-assessment. In M. Eid & E. Diener (Eds.), Handbook of multimethod measurement in psychology (pp. 29–42). Washington, DC: American Psychological Association.Luthans, K. W., Luthans, B. C., & Chaffin, T. D. (2019). Refining grit in academic performance: The mediational role of psychological capital. Journal of Management Education, 43(1), 35-61. doi:10.1177/1052562918804282Mackensen, S., Harrington, C., Tuddenham, E., Littley, A., Will, A., Fareh, M., Hay, C. R. M., & Khair, K. (2016). The impact of sport on health status, psychological well‐being and physical performance of adults with haemophilia. Haemophilia, 22(4), 521-530.Maddi, S. R. (2002). The story of hardiness: Twenty years of theorizing, research, and practice. Consulting Psychology Journal, 54, 173–185.Maddi, S. R., Matthews, M. D., Kelly, D. R., Villarreal, B. J., Gundersen, K. K., & Savino, S. C. (2017). The continuing role of hardiness and grit on performance and retention in west point cadets. Military Psychology, 29(5), 355-358. doi:10.1037/mil0000145Maddi, S. R., Matthews, M. D., Kelly, D. R., Villarreal, B., & White, M. (2012). The role of hardiness and grit in predicting performance and retention of USMA cadets. Military Psychology, 24, 19–28. doi:10.1080/08995605.2012.639672McClelland, D. C. (1985). How motives, skills, and values determine what people do. American Psychologist, 40, 812–825.McDonald DG, Hodgdon JA. (1991). The Psychological Effects of Aerobic Fitness Training: Research and theory. New York: Springer-Verlag.Mclean, C., Zang, Y., Zandberg, L., Bryan, C., Gay, N., Yarvis, J., … the Strong Star Consortium. (2017). Predictors of suicidal ideation among active duty military personnel with posttraumatic stress disorder. Journal of Affective Disorders, 208, 392–398. https://doi.org/10.1016/j.jad.2016.08.061Miller, A., Murdock, T., Anderman, E., & Poindexter, A. (2007). 2 - Who are All These Cheaters? Characteristics of Academically Dishonest Students. In Psychology of Academic Cheating, 9–32. https://doi.org/10.1016/B978-012372541-7/50003-6Moore, R. C., Hussain, M. A., Watson, C. W. -., Fazeli, P. L., Marquine, M. J., Yarns, B. C., . . . Moore, D. J. (2018). Grit and ambition are associated with better neurocognitive and everyday functioning among adults living with HIV. AIDS and Behavior, 22(10), 3214-3225. doi:10.1007/s10461-018-2061-1Musumari, P. M., Tangmunkongvorakul, A., Srithanaviboonchai, K., Techasrivichien, T., Suguimoto, S. P., Ono-Kihara, M., & Kihara, M. (2018). Grit is associated with lower level of depression and anxiety among university students in chiang mai, thailand: A cross-sectional study. PLoS ONE, 13(12) doi:10.1371/journal.pone.0209121Nikolaus, C. J., Schierer, M., Ellison, B., Eicher-Miller, H. A., Gundersen, C., & Nickols-Richardson, S. M. (2019). Grit is associated with food security among US parents and adolescents. American Journal of Health Behavior, 43(1), 207-218. doi:10.5993/AJHB.43.1.17Novak, J. D., & Gowin, D. B. (1984). Learning how to learn. Cambridge, UK: Cambridge University Press.Oriol X., Miranda R., Oyanedel J. C., & Torres J. (2017). The Role of Self-control and Grit in Domains of School Success in Students of Primary and Secondary School. Frontiers in Psychology, 8, 1716. doi: 10.3389/fpsyg.2017.01716Park, D., Yu, A., Baelen, R. N., Tsukayama, E., & Duckworth, A. L. (2018). Fostering grit: Perceived school goal-structure predicts growth in grit and grades. Contemporary Educational Psychology, 55, 120-128. doi:10.1016/j.cedpsych.2018.09.007Peña, P. A., & Duckworth, A. L. (2018). The effects of relative and absolute age in the measurement of grit from 9th to 12th grade. Economics of Education Review, 66, 183-190. doi:10.1016/j.econedurev.2018.08.009Perkins-Gough, D. (2013). The significance of grit : A Conversation with Angela Lee Duckworth. Educational Leadership, 71(1), 14-20.Raphiphatthana, B., Jose, P. E., & Chobthamkit, P. (2019). The association between mindfulness and grit: An east vs. west cross-cultural comparison. Mindfulness, 10(1), 146-158. doi:10.1007/s12671-018-0961-9Raphiphatthana, B., Jose, P., & Salmon, K. (2018). Does dispositional mindfulness predict the development of grit? Journal of Individual Differences, 39(2), 76-87. doi:10.1027/1614-0001/a000252Rasha A., Jonathan M. G., Milind M. S., & Tracy A. W. (2018). Student Motivation and Perseverance: Do They Explain College Graduation? Journal of the Scholarship of Teaching and Learning, 18(3), 87–115. doi:10.14434/josotl.v18i3.22649Ray, R., & Brown, J. (2015). Reassessing student potential for medical school success: Distance traveled, grit, and hardiness. Military Medicine, 180(4S), 138–141. doi: 10.7205/milmed-d-14-00578Rhodes, J., May, J., Andrade, J., & Kavanagh, D. (2018). Enhancing grit through functional imagery training in professional soccer. Sport Psychologist, 32(3), 220-225. doi:10.1123/tsp.2017-0093Ricciuti, H. N. (1955). Ratings of leadership potential at the U. S. Naval Academy and subsequent officer performance. Journal of Applied Psychology, 39(3), 194-199. doi:10.1037/h0047953Rimfeld, K., Kovas, Y., Dale, P., & Plomin, R. (2016). True grit and genetics: Predicting academic achievement from personality. Journal of Personality and Social Psychology, 111(5), 780–789. doi:10.1037/pspp0000089Robertson-Kraft, C., & Duckworth, A. (2014). True grit: Trait-level perseverance and passion for long-term goals predicts effectiveness and retention among novice teachers. Teachers College Record, 116(3)Rodriguez, M., Boyer, S., Fleming, D., & Cohen, S. (2019). Managing the next generation of sales, gen Z/Millennial cusp: An exploration of grit, entrepreneurship, and loyalty. Journal of Business-to-Business Marketing, 26(1), 43-55. doi:10.1080/1051712X.2019.1565136Rosas, S. R., & Kane, M. (2012). Quality and rigor of the concept mapping methodology: A pooled study analysis. Evaluation and Program Planning, 35(2), 236–245.Rosas, S. R., & Ridings, J. W. (2017). The use of concept mapping in measurement development and evaluation: Application and future directions. Evaluation and Program Planning, 60, 265-276. doi:10.1016/j.evalprogplan.2016.08.016Salles, A., Cohen, G. L., & Mueller, C. M. (2014). The relationship between grit and resident well-being. The American journal of surgery, 207(2), 251-254. doi:10.1016/j.amjsurg.2013.09.006Schmidt, F. T. C., Nagy, G., Fleckenstein, J., Möller, J., & Retelsdorf, J. (2018). Same same, but different? relations between facets of conscientiousness and grit. European Journal of Personality, 32(6), 705-720. doi:10.1002/per.2171Seguin, C. (2019). A survey of nurse leaders to explore the relationship between grit and measures of success and well-being. Journal of Nursing Administration, 49(3), 125-131. doi:10.1097/NNA.0000000000000725Seligman, M. (1999). The President’s address. The American Psychologist, 54(8), 559–562. Retrieved from http://search.proquest.com/docview/212103834/Seligman, M. E. P. (2012). Flourish: A visionary new understanding of happiness and well-being (Reprint ed.). New York, NY: Artia BooksShechtman, N., DeBarger, A. H., Dornsife, C., Rosier, S., & Yarnall, L. (2013). Promoting grit, tenacity, and perseverance: Critical factors for success in the 21st century. Washington, DC: U.S. Department of Education, Office of Education Technology.Sigurdson, N., & Petersen, A. (2018). An exploration of grit in a CS1 context. Paper presented at the ACM International Conference Proceeding Series. doi:10.1145/3279720.3279743Sinclair, R. R., & Tetrick, L. E. (2000). Implications of item wording for hardiness structure, relation to neuroticism, and stress buffering. Journal of Research in Personality, 34, 1–25.Singh, K., & Jha, S. D. (2008). Positive affect and negative affect, and grit as predictors of happiness and life satisfaction. Journal of the Indian Academy of Applied Psychology, 34, 40–45.Steinmayr, R., Weidinger, A. F., & Wigfield, A. (2018). Does students’ grit predict their school achievement above and beyond their personality, motivation, and engagement? Contemporary Educational Psychology, 53, 106-122. doi:10.1016/j.cedpsych.2018.02.004Strayhorn, T. (2014). What Role Does Grit Play in the Academic Success of Black Male Collegians at Predominantly White Institutions? Journal of African American Studies, 18(1), 1–10. doi:10.1007/s12111-012-9243-0Sturman, E., & Zappala-Piemme, K. (2017). Development of the grit scale for children and adults and its relation to student efficacy, test anxiety, and academic performance. Learning and Individual Differences, 59, 1–10. doi:10.1016/j.lindif.2017.08.004Tabachnica, B. G., & Fidell, L. S. (2007). Using Multivariate Statistics (4 ed.). Needharm Heights, MA:Allyn and Bacon.Tang, X., Wang, M., Guo, J., Salmela-Aro, K., & Tang, X. (2019). Building Grit: The Longitudinal Pathways between Mindset, Commitment, Grit, and Academic Outcomes. Journal of Youth and Adolescence, 48(5), 850–863. https://doi.org/10.1007/s10964-019-00998-0Tedesqui, R. A. B., & Young, B. W. (2018). Comparing the contribution of conscientiousness, self-control, and grit to key criteria of sport expertise development. Psychology of Sport and Exercise, 34, 110-118. doi:10.1016/j.psychsport.2017.10.002Tefera, A. A., Hernández-Saca, D., & Lester, A. M. (2019). Troubling the master narrative of “grit”: Counterstories of black and latinx students with dis/abilities during an era of “high-stakes” testing. Education Policy Analysis Archives, 27 doi:10.14507/epaa.27.3380Tough, P. (2012). How Children Succeed: Grit, Curiosity, and the Hidden Power of Character. New York, NY: Houghton Mifflin Harcourt.Traino, K. A., Bakula, D. M., Sharkey, C. M., Roberts, C. M., Ruppe, N. M., Chaney, J. M., & Mullins, L. L. (2019). The role of grit in health care management skills and health-related quality of life in college students with chronic medical conditions. Journal of Pediatric Nursing, 46, 72-77. doi:10.1016/j.pedn.2019.02.035Tsai, Y. C., Chen, L. L., & Chen, T. L. (2017). Attitudes of selected taiwan navy members toward the importance and effectiveness of the taiwan navy current physical fitness program.弘光人文社會學報, 20, 249-274.Tymon A. (2013) The student perspective on employability. Studies in Higher Education, 38:6, 841-856, DOI: 10.1080/03075079.2011.604408Tyumeneva, Y., Kardanova, E., & Kuzmina, J. (2019). Grit: Two Related but Independent Constructs Instead of One. European Journal of Psychological Assessment, doi:10.1027/1015-5759/a000424Ueno, Y., Suyama, S., & Oshio, A. (2018). Relation between grit, competitive levels, and athletic events in japanese athletes. Journal of Physical Education and Sport, 18(4), 2253-2256. doi:10.7752/jpes.2018.04339Vainio, M., & Daukantaitė, M. (2016). Grit and Different Aspects of Well-Being: Direct and Indirect Relationships via Sense of Coherence and Authenticity. Journal of Happiness Studies, 17(5), 2119-2147.Van Doren, N., Tharp, J. A., Johnson, S. L., Staudenmaier, P. J., Anderson, C., & Freeman, M. A. (2019). Perseverance of effort is related to lower depressive symptoms via authentic pride and perceived power.Personality and Individual Differences, 137, 45-49. doi:10.1016/j.paid.2018.07.044Vazsonyi, A. T., Ksinan, A. J., Ksinan Jiskrova, G., Mikuška, J., Javakhishvili, M., & Cui, G. (2019). To grit or not to grit, that is the question! Journal of Research in Personality, 78, 215-226. doi:10.1016/j.jrp.2018.12.006Von Culin, K., Tsukayama, E., & Duckworth, A. L. (2014). Unpacking grit: motivational correlates of perseverance and passion for longterm goals. Journal of Positive Psychology,9(4), 306-312. doi:10.1080/17439760. 2014.898320.Walker, W., Alexander, H., & Aune, K. (2020). Higher Levels of Grit Are Associated With a Stronger Fading Affect Bias. Psychological Reports, 123(1), 124–140. doi.org/10.1177/0033294119852579Winiker, A. K., Tobin, K. E., Davey-Rothwell, M., & Latkin, C. (2019). An examination of grit in black men who have sex with men and associations with health and social outcomes. Journal of Community Psychology, doi:10.1002/jcop.22176Wu, H. M., & Mok, M. M. C. (2019). The validity of personal best, self-efficacy, self-regulated learning, and academic achievement: theory of planned behavior as a framework. 測驗學刊, 66(3), 321-346.Yammarino, F. J., & Bass, B. (1988). Long-term forecasting of transformational leadership and its effects among naval officers: Some preliminary findings (Report No. ONR-TR-2). Arlington, VA: Office of Naval Research. (Defense Technical Information Center Document No. ADA204110.Zhang, H., Chan, D., & Guan, Y. (2013). Plans Are More Helpful When One Perseveres: The Moderating Role of Persistence in the Relationship Between Implementation Intentions and Goal Progress. Basic and Applied Social Psychology, 35(2), 231-240. doi: 10.1080/01973533.2013.764298Zhang, M. X., Mou, N. L., Tong, K. K., & Wu, A. M. S. (2018). Investigation of the effects of purpose in life, grit, gratitude, and school belonging on mental distress among Chinese emerging adults. International Journal of Environmental Research and Public Health, 15(10) doi:10.3390/ijerph15102147Zhao, Y., Niu, G., Hou, H., Zeng, G., Xu, L., Peng, K., & Yu, F. (2018). From growth mindset to grit in chinese schools: The mediating roles of learning motivations. Frontiers in Psychology, 9. doi:10.3389/fpsyg.2018.02007Zhong, C., Wang, M., Shou, Y., Ren, F., Zhang, X., Li, M., & Yang, W. (2018). Assessing construct validity of the grit-S in chinese employees. PLoS ONE, 13(12) doi: 10.1371/journal.pone.0209319Zhou, J. (2014). Persistence motivations of Chinese doctoral students in science, technology, engineering, and math in the U.S. Journal of Diversity in Higher Education, 7, 177–193. zh_TW dc.identifier.doi (DOI) 10.6814/NCCU202000637 en_US