運動心理資本量表之信度與效度

Psychometric properties of the sport psychological capital questionnaire

10.3966/102472972016124904004

張文馨(Wen-Hsin Chang)；季力康(Li-kang Chi)

自我效能 ； 復原力 ； 希望感 ； 樂觀 ； 正向心理學 ； 測量恆等性 ； 幸福感 ； 運動表現 ； self-efficacy ； resilience ； hope ； optimism ； positive psychology ； measurement invariance ； well-being ； sport performance

體育學報

49卷4期（2016 / 12 / 01）

415 - 430

繁體中文

緒論：本研究主要目的為編制一份適合運動領域的心理資本測量工具。方法：本研究採用調查法，包含三部分。第一部分進以Luthans 等 (2007) 發展的心理資本量表24題為藍本進行題目的編制。第二部分預試以150 名大專運動員為研究對象，採用探索性因素分析建立因素結構、題目鑑別度與內部一致性。第三部分正式施測以219 名大專運動員為研究對象，使用驗證性因素分析，並進行平均變異數抽取量、組合信度、效標關聯效度、預測效度與測量恆等性檢定。結果：探索性因素分析結果共有四個因素，分別為自我效能、希望感、復原力與樂觀，共計22 題，總解釋變異量為61.04%。驗證性因素分析結果顯示整體模式有良好的整體適配度 (χ2/df = 2.88, RMR = 0.043，RMSEA =0.092，GFI=0.80，AGFI = 0.75，NFI = 0.83，CFI = 0.88，PNFI = 0.73，PGFI = 0.64)，Cronbach’s α 值介 .83 - .91 之間。量表有良好的內部一致性係數、因素效度、校標關聯效度與預測效度，且具跨男性與女性運動員的測量恆等性。結論：運動心理資本量表為信度與效度指標良好的自評測量工具，可直接運用至運動領域的研究工具。

The purpose of the present research describes the development and psychometric evaluation of the Sport Psychological Capital Questionnaire. Methods: The present study adopted survey method including three procedures. The procedure one was to develop questionnaire items based on 24-items psychological capital questionnaire (Luthans, et al., 2007). For procedure two, 150 athletes from collegiate team Division I were participated. The collected data was analyzed with exploratory factor analysis to test the factorial structure, item discrimination and internal consistency of the questionnaire. The participants of procedure three were 219 athletes from collegiate team Division I. The data was to proceed to confirmatory factor analysis, average variance extracted amount, composite reliability, and criterion related validity, predictive validity and measurement invariance. Results: The results of exploratory factor analysis showed a four-factor sport psychological capital questionnaire with items, named hope, resilience, optimistic and self-efficacy; the four factors could account of total explained variance 61.04%. Meanwhile, the result of confirmatory factor analysis of overall index model was found to be good overall fit (χ2/df = 2.88, RMR = 0.043，RMSEA = 0.092，GFI = 0.80，AGFI = 0.75，NFI = 0.83，CFI = 0.88，PNFI = 0.73，PGFI = 0.64). Cronbach's α of the constructs ranged from .83 - .91. Adequate internal consistency reliability, factorial validity and criterion related validity. Most important, factorial invariance of the sport psychological capital measurement was demonstrated across male and female athletes. Conclusion: The results of this study suggest that the psychological capital questionnaire may be a useful self-report measure with good reliability and validity. Current study provides researchers with a preliminary measure can be applied to sport field.

1. 陳建瑋、季力康(2015)。希望理論在運動心理學之應用。臺灣運動心理學報，15，75-94。
   連結：
2. 陳建瑋、季力康(2012)。希望感、自信心與目標取向對大學生體育表現之預測。體育學報，14，73-81。
   連結：
3. Avey, J. B.,Luthans, F.,Smith, R. M.,Palmer, N. F.(2010).Impact ot positive psychological capital on employee well-being over time.Journal of Occupational Health Psychology,15,17-28.
4. Avey, J. B.,Reichard, R. J.,Luthans, F.,Mhatre, K. H.(2011).Meta-analysis of the impact of positive psychological capital on employee attitudes, behaviors, and performance.Human Resouce Development Quarterly,22,127-152.
5. Avey, J. B.,Wernsing, T. S.,Luthans, F.(2008).Can positive employees help positive organizational change? Impact of psychological capital and emotions on relevant attitudes and behaviors.The Journal of Applied Behaviroral Science,44,48-70.
6. Bagozzi, R. P.,Yi, Y.(1988).On the evaluation of structural equation models.Academic of Marketing Science,16,76-94.
7. Bandura, A.,Cervone, D.(1983).Self-evaluative and self-efficacy mechanisms governing the motivation effects of goal systems.Journal of Personal and Social Psychology,45,1017-1028.
8. Bandura, A.,Locke, E. A.(2003).Negative self-self efficacy and goal effects revisited.Journal of Applied Psychology,88,87-99.
9. Belsley, D. A.(1991).A guide to using the collinearity diagnostics.Computer Science in Economics and Management,4,33-50.
10. Brislin, R.(1970).Back-translation for cross-cultural research.Journal of Cross-Cultural Psychology,1,185-216.
11. Byrne, B. M.(2001).Structural equation modeling with AMOS, EQS, and LISREL: Comparative approaches to testing for the factorial validity of a measuring instrument.International Journal of Testing,1,55-86.
12. Campbell, A.(1976).Subjective measures of well-being.Americcan Psychologist,31,117-124.
13. Curry, L. A.,Snyder, C. R.,Cook, D. L.,Ruby, B. C.,Rehm, M.(1997).Role of hope in academic and sport achievement.Journal of Personality and Social Psychology,73,1257-1267.
14. Edward, T.,Hard, L.(1996).The interactive effects of intensity and direction of cognitive and somatic anxiety, and self-confidence upon performance.Journal of Sport and Exercise Psychology,18,296-312.
15. Feltz, D. L.(1982).Path analysis of the causal elements in Bandura's theory of self-efficacy and an anxiety-based model of avoidance behavior.Journal of Personality and Social Psychology,42,764-781.
16. Galli, N.,Vealey, R. S.(2008).Bouncing back" from adversity: Athletes' experience of resilience.The Sport Psychologist,22,316-335.
17. Gilson, T. A.,Chow, G. M.,Feltz, D. L.(2012).Self-efficacy and athletic squat performance: Positive or negative Influences at the withinand between-levels of analysis.Journal of Applied Social Psychology,42,1467-1485.
18. Grimm, L. G.(ed),Yarnold, P. R.(ed)(2000).Reading and understanding more multivariate statistics.Washington, DC:APA.
19. Hackman, J. R.,Oldham, G. R.(1980).Work redesign.Reading, MA:Addison-Wesley.
20. Hair, J. F.,Anderson, R. F.,Tatham, R. L.,Black, W. C.(1998).Multivariate data analysis.New Jersey:Prentice Hall Inc.
21. Hosseini, S. A.,Besharat, M. A.(2010).Relation of resilience whit sport achievement and mental health in a ample of athletes.Procedia Social and Behavioral Sciences,5,633-638.
22. Kaiser, H. F.(1974).An index of factorial simplicity.Psychometrika,39,31-36.
23. Kleinke, C. L.,Miller, W. F.(1998).How comparing oneself with others relates to well-being.Journal of Social and Clinical Psychology,17,107-123.
24. Larson, M.,Luthans, F.(2006).Potential added value of psychological capital in predicting work attitudes.Journal of Leadership and Organizational Studies,13,44-61.
25. Little, T. D.(1997).Mean and covariance structures (MACS) analyses of cross-culture data: Practical and theoretical issues.Multivariate Behavioral Research,32,53-76.
26. Luthans, F.,Avey, J. B.,Avolio, B. J.,Norman, S.,Combs, G.(2006).Psychological capital development: Toward a micro-intervention.Journal of Organizational Behavior,27,387-393.
27. Luthans, F.,Avey, J. B.,Patera, J. L.(2008).Experimental analysis of a web-based intervention to develop positive psychological capital.Academy of Management Learning and Education,7,209-221.
28. Luthans, F.,Avolio, B. J.,Avey, J. B.,Norman, S. M.(2007).Positive psychological capital: Measurement and relationship with performance and satisfaction.Personnel Psychology,60,541-572.
29. Luthans, F.,Avolio, B. J.,Walumbwa, F. O.,Li, W.(2005).The psychological capital of Chinese workers: Exploring the relationship with performance.Management and Organization Review,1,247-269.
30. Luthans, F.,Jensen, S. M.(2002).Hope: A new positive strength for human resource development.Human Resource Development Review,1,304-322.
31. Luthans, F.,Luthans, K. W.,Luthans, B. C.(2004).Positive psychological capital: Beyond human and social capital.Business Horizons,47,45-50.
32. Luthans, F.,Norman, S. M.,Avolio, B. J.,Avey, J. B.(2008).The mediating role of psychological capital in the supportive organizational climate - employee performance relationship.Journal of Organizational Behavior,29,219-238.
33. Luthans, F.,Youssef, C. M.(2004).Human,social, and now positive psychological capital management: Investing in people for competitive advantage.Organizational Dynamics,33,143-160.
34. Masten, A. S.(2001).Ordinary magic: Resilience processes in development.American Psychologist,56,227-239.
35. Meevissen, Y. M. C.,Peters, M. L.,Alberts, H. J. E. M.(2011).Become more optimistic by imagining a best possible self: Effects of a two week intervention.Journal of Behavior Therapy and Experimental Psychiatry,42,371-378.
36. Mummery, W. K.,Schofield, G.,Perry, C.(2004).Bouncing back: The role of coping style, social support and self-concept in resilience of sport performance.Athletic Insight,6,1-18.
37. Parker, S.(1988).Enhancing role-breadth self efficacy: The roles of job enrichment and other organizational interventions.Journal of Applied Psychology,83,835-852.
38. Peterson, C.(2000).The future of optimism.American Psychologist,55,44-55.
39. Ping, J. R. A.(1995).A parsimonious estimating technique for interaction and quadratic latent variables.Marketing Res,32,336-347.
40. Regoa, A.,Sousab, F.,Marquesc, C.,Cunhad, M. P.(2012).Authentic leadership promoting employees' psychological capital and creativity.Journal of Business Research,65,429-437.
41. Scheier, M. F.,Carver, C. S.(1985).Optimism, coping, and health: Assessment and implications of generalized outcome expectancies.Health Psychology,4,219-247.
42. Schwab, D. P.(2005).Research methods for organizational studies.Mahwah, NJ:Lawrence Erlbaum Associates.
43. Seligman, M. E. P.(1991).Learned optimism.New York::Pocket Books.
44. Siu, O. L.,Cheung, F.,Lui, S.(2015).Linking positive emotions to work well-being and turnover intention among hong kong police officers: The role of psychological capital.Journal of Happiness Studies,16,367-380.
45. Snyder, C. R.(2001).Hope theory: Rainbows in the mind.Psychological Inquiry,13,249-276.
46. Snyder, C. R.,Sympson, S.,Ybasco, F.,Borders, T.,Babyak, M.,Higgins, R.(1996).Development and validation of the state hope scale.Journal of Personality and Social Psychology,70,321-335.
47. Van den berg. R. J.,Lance, C. E.(2010).A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational rearch.Organizational Research Methods,3,4-69.
48. Wagnild, G. M.,Young, H. M.(1993).Development and psychometric evaluation of the resiliency scale.Journal of Nursing Management,1,165-178.
49. Walumbwa, F. O.,Petersom, S. J.,Avolio, B. J.,Hartnell, C. A.(2010).An investigation of the relationships between leader and follower psychological capital, service climate and job performance.Personnel Psychology,63,937-963.
50. Youssef, C. M.,Luthans, F.(2007).Positive organizational behavior in th eworkplace: The impact of hope, optimism, and resilience.Journal of Management,33(5),774-800.
51. 莊耀嘉、黃光國(1981)。國中學生的成敗歸因與無助感特徵。中華心理學刊，23(2)，155-164。
52. 陳建瑋、季力康(2011)。桃園縣=Taoyuan County，國立體育大學=National Taiwan Sport University。
53. 董俊男(2003)。桃園縣=Taoyuan County，國立體育學院=National Taiwan Sport University。

1. 陳東韋,莊國上(2021)。大學公開組選手希望感與運動表現之關係：正向情緒之中介效果。臺灣體育學術研究，70，57-75。
2. 陳建瑋(2018)。運動心理資本量表之修訂以及對大學網球選手之應用。臺灣運動心理學報，18(1)，21-42。
3. 陳美燕、陳光宗(2017)。身體與體適能的自我意識情緒量表之中文化。臺灣運動心理學報，17(2)，49-67。
4. 鄧政偉、張可欣、洪至祥(2018)。探討排球運動員自我對話、效能與表現之研究－以台灣北、中部大學生為例。運動休閒管理學報，15(1)，28-42。
5. 洪琇玟,季力康(2022)。高中職田徑運動員主動性人格與正念特質對復原力之預測。運動教練科學，66，1-8。
6. 林美玲(2017)。高中競技啦啦隊選手心理資本、幸福感及運動表現之研究。臺灣體育學術研究，62，121-138。
7. 林信佑(2022)。運動心理資本對高中運動員知覺自我運動表現影響：教練家長式領導行為的跨層次分析。運動休閒管理學報，19(2)，1-23。
8. 路翔皓,黃國光,黃秀卿,張家銘(2021)。大專甲一級棒球球員之職涯承諾量表發展之研究。休閒運動健康評論，10(2)，1-14。
9. 乃慧芳(2023)。田徑運動員心理安全感、心理資本、教練信任感與主觀運動表現之關係。臺灣運動心理學報，23(3)，49-66。
10. 蘇榮海,鄒文篪,張瑞,徐茂洲,吳兆欣(2022)。教練領導行為對比賽績效的影響：運動員心理資本和訓練投入的中介作用。運動研究，31(2)，61-98。
11. 楊靜怡(2023)。職業軍人特質正念與組織公民行為之關係研究—以心理資本為中介變項。中華輔導與諮商學報，66，1-40。
12. 詹俊成、陳美燕、陳光宗(2018)。慢步雲端：Nike+ Run Club 使用者行為意圖分析。臺灣體育學術研究，64，37-54。
13. 鄭瀛川,宋承岷(2021)。台灣心理資本研究之回顧與前瞻。臺灣諮商心理學報，9(1)，1-30。
14. 莊國上(2021)。大學運動員樂悲觀及情緒在運動表現及倦怠之關係。大專體育學刊，23(2)，134-148。
15. (2024)。不同競賽層級之高中棒球選手在知覺運動表現與因應策略類型之差異。運動研究，33(1)，1-14。
16. (2024)。實施素養導向體育課程教學對國小學童情境興趣與運動心理資本之研究。臺灣運動教育學報，19(1)，57-82。