Courage in Competition: Adaptation of the Sports Courage Scale for American English and Validation of the Factor Structure with Student-Athletes at Clemson University
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants, Sampling Method and Data Collection
2.2. Questionnaire Translation
2.3. Measures
2.4. Statistical Analysis
3. Results
3.1. Assumption Checking of CFA (Normality of Data Distribution)
3.2. Measurement Model of SCS-AE
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Hidrus, A.; Kueh, Y.C.; Arifin, W.N.; Konter, E.; Kuan, G. Sports courage in Malaysian silat athletes: Confirmatory factor analysis of the Malay language version. Int. J. Environ. Res. Public Health 2020, 17, 1736. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Corlett, J. Virtue lost: Courage in sport. In Philosophy in Sport; Hollowchak, A., Ed.; Prentice Hall: Upper Saddle River, NJ, USA, 2002; pp. 454–465. [Google Scholar]
- Konter, E.; Ng, J.; Bayansalduz, M. Revised version of sport courage scale for children. Energy Educ. Sci. Technol. Part B Soc. Educ. Stud. 2013, 1, 331–340. [Google Scholar]
- Konter, E.; Ng, J. Development of sport courage scale. J. Hum. Kinet. 2012, 33, 163–172. [Google Scholar] [CrossRef] [Green Version]
- Konter, E.; Toros, T. Courage of soccer players and their playing positions. Energy Educ. Sci. Technol. Part B Soc. Educ. Stud. 2012, 4, 1997–2006. [Google Scholar]
- Brymer, E.; Oades, L.G. Extreme sports: A positive transformation in courage and humility. J. Humanist. Psychol. 2008, 114–126. [Google Scholar] [CrossRef]
- Esmaeil, S.M.M. Altruistic behavior and its relationship to sport excellence and the self concept of some players in sports teams at Alexandria University. World J. Sport Sci. 2010, 3, 68–82. [Google Scholar]
- Bruner, M.W.; Boardley, I.D.; Côté, J. Social identify and prosocial and antisocial behavior in youth sport. Psychol. Sport Exerc. 2014, 15, 56–64. [Google Scholar] [CrossRef] [Green Version]
- Van Boven, L.; Loewenstein, G.; Welch, E.; Dunning, D. The illusion of courage in self-predictions: Mispredicting one’s own behavior in embarrassing situations. J. Behav. Decision Mak. 2012, 25, 1–12. [Google Scholar] [CrossRef]
- Sánchez-Oliva, D.; Leo Marcos, F.M.; Sánchez-Miguel, P.A.; Amado Alonso, D.; García-Calvo, T. Motivational antecedents of prosocial and antisocial behaviors in the sport context. Rev. Int. de Med. y Cienc. de la Actividad Física y el Deporte 2012, 12, 253–270. [Google Scholar]
- Rate, C.R.; Clarke, J.A.; Lindsay, D.R.; Sternberg, R.J. Implicit theories of courage. J. Posit. Psychol. 2007, 2, 80–98. [Google Scholar] [CrossRef]
- Pury, C.L.S.; Kowalski, R.M.; Spearman, J. Distinctions between general and personal courage. J. Posit. Psychol. 2007, 2, 99–114. [Google Scholar] [CrossRef]
- Pury, C.L.S.; Hensel, A.D. Are courageous actions successful actions? J. Posit. Psychol. 2010, 5, 62–72. [Google Scholar] [CrossRef]
- Konter, E. Toward multidimentional-interactional model of sport courage. Energy Educ. Sci. Technol. Part B Soc. Educ. Stud. 2013, 5, 957–968. [Google Scholar]
- Woodard, C.R. Hardiness and the concept of courage. Consult. Psychol. J. Pract. Res. 2004, 56, 173–185. [Google Scholar] [CrossRef] [Green Version]
- Liew, G.C.; Kuan, G.; Chin, N.S.; Hashim, H.A. Mental toughness in sport: Systematic review and future. Ger. J. Exerc. Sport Res. 2019, 1–14. [Google Scholar] [CrossRef] [Green Version]
- Lopez, S.J.; O’Byrne, K.K.; Petersen, S. Profiling courage. In Positive Psychological Assessment: A Handbook of Models and Measures; Lopez, S.J., Snyder, C.R., Eds.; American Psychological Association: Washington, DC, USA, 2003; pp. 185–197. [Google Scholar]
- Mavroudis, C. A partnership in courage. Ann. Thorac. Surg. 2003, 75, 1366–1371. [Google Scholar] [CrossRef]
- Woodard, C.R.; Pury, C.L.S. The construct of courage: Categorization and measurement. Consult. Psychol. J. Pract. Res. 2007, 59, 135–147. [Google Scholar] [CrossRef]
- Kilmann, R.H.; O’Hara, L.A.; Strauss, J.P. Developing and validating a quantitative measure of organizational courage. J. Bus. Psychol. 2010, 25, 15–23. [Google Scholar] [CrossRef]
- Peterson, C.; Park, N. Classification and measurement of character strengths: Implications for practice. In Positive Psychology in Practice; Linley, P.A., Joseph, S., Eds.; John Wiley & Sons: Hoboken, NJ, USA, 2004; pp. 433–446. [Google Scholar]
- Reber, A.S. The Penguin Dictionary of Psychology; Penguin Books: London, UK, 1995. [Google Scholar]
- Vealey, R.S.; Hayashi, S.W.; Garner-Holman, M.; Giacobbi, P. Sources of sport-confidence: Conceptualization and instrument development. J. Sport Exerc. Psychol. 1998, 20, 54–80. [Google Scholar] [CrossRef]
- Cashmore, E. Sport and Exercise Psychology: The Key Concepts; Routledge: London, UK, 2008. [Google Scholar]
- Kent, M. The Oxford Dictionary of Sports Science & Medicine; Oxford University Press: Oxford, UK, 2006. [Google Scholar]
- Malcolm, D. The SAGE Dictionary of Sports Studies; Sage: London, UK, 2008. [Google Scholar]
- Konter, E.; Toros, T. Courage and performance in soccer. Int. J. Acad. Res. 2013, 5, 276–282. [Google Scholar] [CrossRef]
- Lopez, S.J. Profiling courage: Introduction to the special issue on courage. J. Posit. Psychol. 2007, 2, 79. [Google Scholar] [CrossRef]
- Brislin, R.W. Back-translation for cross-cultural research. J. Cross-Cult. Psychol. 1970, 1, 185–216. [Google Scholar] [CrossRef]
- Kline, R.B. Principles and Practice of Structural Equation Modelling, 3rd ed.; The Guilford Press: New York, NY, USA, 2011. [Google Scholar]
- Hair, J.F.; Black, W.C.; Babin, B.J.; Anderson, R.E. Multivariate Data Analysis, 7th ed.; Pearson Prentice Hall: Upper Saddle River, NJ, USA, 2010. [Google Scholar]
- Raykov, T.; Marcoulides, G.A. Scale reliability evaluation under multiple assumption violations. Struct. Equ. Model. 2016, 2, 1–12. [Google Scholar] [CrossRef]
- Tabachnick, B.G.; Fidell, L.S. Principal components and factor analysis. Using Multivar. Stat. 2001, 4, 582–633. [Google Scholar]
- Thompson, B. Exploratory and Confirmatory Factor Analysis: Understanding Concepts and Applications; American Psychological Association: Washington, DC, USA, 2004. [Google Scholar]
- Fornell, C.; Larcker, D.F. Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 1981, 18, 39–50. [Google Scholar] [CrossRef]
- Duda, J.L.; Hayashi, C.T.; Duda, J.L. Measurement issues in cross-cultural research within sport and exercise psychology. Adv. Sport Exerc. Psychol. Meas. 1998, 7, 471–483. [Google Scholar]
- Quartiroli, A.; Parsons-Smith, R.L.; Fogarty, G.J.; Kuan, G.; Terry, P.C. Cross-cultural validation of mood profile clusters in sport and exercise context. Front. Psychol. 2018, 9, 1949. [Google Scholar] [CrossRef]
- Konter, E. Towards adaptation of self and other versions of the revised power in soccer questionnaire for Turkey. Eur. Sport Manag. Q. 2009, 9, 311–332. [Google Scholar] [CrossRef]
- Hofstede, G.H. Culture’s Consequences: Comparing Values, Behaviors, Institutions and Organizations across Nations, 2nd ed.; Sage: London, UK, 2001. [Google Scholar]
- Gauvin, L.; Russell, S.J.; Singer, R.N. Sport-specific and culturally adapted measures in sport and exercise psychology research: Issues and strategies. Handb. Res. Sport Psychol. 1993, 47, 891–900. [Google Scholar]
- Van De Vijver, F. Meta-analysis of cross-cultural comparisons of cognitive test performance. J. Cross-Cult. Psychol. 1997, 28, 678–709. [Google Scholar] [CrossRef] [Green Version]
- Watkins, D.; Adair, J.; Akande, A.; Gerong, A.; McInerney, D.; Sunar, D.; Wondimu, H. Individualism-collectivism, gender and the self-concept: A nine culture investigation. Psychologia 1998, 41, 259–271. [Google Scholar]
- White, J.B. Turks in the new Germany. Am. Anthropol. 1997, 99, 754–769. [Google Scholar] [CrossRef]
- Rate, C.R. Defining the features of courage: A search for meaning. In The Psychology of Courage: Modern Research on an Ancient Virtue; Pury, C.L.S., Lopez, S.J., Eds.; American Psychological Association: Washington, DC, USA, 2010; pp. 47–66. [Google Scholar]
Item | Mean | SD | Skewness | Kurtosis | Item | Mean | SD | Skewness | Kurtosis |
---|---|---|---|---|---|---|---|---|---|
M1 | 2.51 | 1.05 | 0.65 | −0.56 | D17 | 2.33 | 0.89 | 0.75 | 0.24 |
D2 | 2.27 | 0.99 | 0.71 | −0.21 | A18 | 2.10 | 0.73 | 0.52 | 0.39 |
A3 | 2.48 | 0.81 | 0.32 | −0.24 | V19 | 2.11 | 0.84 | 0.61 | −0.01 |
V4 | 2.48 | 1.12 | 0.52 | −0.66 | D20 | 2.16 | 0.88 | 0.71 | 0.32 |
S5 | 2.04 | 0.94 | 0.89 | 0.34 | M21 | 3.41 | 1.12 | −0.30 | −0.93 |
M6 | 3.80 | 0.95 | −0.82 | 0.37 | D22 | 2.44 | 0.98 | 0.39 | −0.48 |
D7 | 1.98 | 0.91 | 0.93 | 0.57 | A23 | 2.34 | 0.83 | 0.51 | 0.26 |
A8 | 2.04 | 0.79 | 0.70 | 0.54 | M24 | 3.40 | 1.01 | −0.40 | −0.64 |
V9 | 2.80 | 1.04 | −0.02 | −0.78 | D25 | 1.95 | 1.95 | 0.92 | 1.83 |
S10 | 2.23 | 0.96 | 0.51 | −0.36 | A26 | 2.50 | 0.95 | 0.42 | −0.43 |
M11 | 2.96 | 0.96 | −0.18 | −0.86 | M27 | 3.14 | 0.96 | −0.19 | −0.61 |
D12 | 3.12 | 0.88 | −0.21 | −0.78 | D28 | 2.27 | 0.83 | 0.70 | 0.41 |
A13 | 2.50 | 0.89 | 0.43 | −0.51 | A29 | 2.28 | 0.80 | 0.48 | 0.41 |
V14 | 2.52 | 0.99 | 0.34 | −0.79 | D30 | 1.97 | 0.79 | 0.91 | 1.11 |
S15 | 2.17 | 0.87 | 0.79 | 0.35 | S31 | 2.56 | 0.96 | 0.23 | −0.61 |
M16 | 3.42 | 1.03 | −0.33 | −0.85 |
Model | RMSEA | CFI | NFI | NNFI | RMR | SRMR |
---|---|---|---|---|---|---|
Model 1 (31 items) | 0.06 | 0.95 | 0.93 | 0.95 | 0.06 | 0.06 |
Model 2 (27 items) | 0.06 | 0.96 | 0.94 | 0.95 | 0.05 | 0.06 |
Model 3 (24 items) | 0.06 | 0.97 | 0.96 | 0.97 | 0.05 | 0.06 |
Factors/Items | Standardised Factor Loading | Cronbach’s Alpha | ||||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | |
Assertiveness | 0.78 | 0.78 | 0.78 | |||
A3 | 0.46 | 0.46 | 0.45 | |||
A8 | 0.48 | 0.48 | 0.48 | |||
A13 | 0.52 | 0.51 | 0.51 | |||
A18 | 0.41 | 0.41 | 0.41 | |||
A23 | 0.52 | 0.52 | 0.52 | |||
A26 | 0.63 | 0.63 | 0.63 | |||
A29 | 0.43 | 0.43 | 0.43 | |||
Determination | 0.82 | 0.77 | 0.77 | |||
D2 | 0.47 | 0.46 | 0.45 | |||
D7 | 0.39 | 0.40 | 0.40 | |||
D12 | −0.26 | - | - | |||
D17 | 0.48 | 0.48 | 0.48 | |||
D20 | 0.50 | 0.50 | 0.51 | |||
D22 | 0.58 | 0.58 | 0.58 | |||
D25 | 0.47 | 0.47 | 0.48 | |||
D28 | 0.51 | 0.51 | 0.52 | |||
D30 | 0.46 | 0.46 | 0.46 | |||
Mastery | 0.82 | 0.73 | 0.73 | |||
M1 | 0.40 | 0.40 | 0.40 | |||
M6 | 0.56 | 0.56 | 0.56 | |||
M11 | 0.37 | - | - | |||
M16 | 0.73 | 0.73 | 0.73 | |||
M21 | 0.80 | 0.81 | 0.81 | |||
M24 | 0.63 | 0.62 | 0.62 | |||
M27 | 0.36 | - | - | |||
Sacrifice behavior | 0.61 | 0.54 | - | |||
S5 | 0.63 | 0.65 | - | |||
S10 | 0.39 | 0.41 | - | |||
S15 | 0.28 | - | - | |||
S31 | 0.46 | 0.49 | - | |||
Venturesome | 0.74 | 0.74 | 0.74 | |||
V4 | 0.74 | 0.74 | 0.73 | |||
V9 | 0.52 | 0.52 | 0.51 | |||
V14 | 0.73 | 0.73 | 0.73 | |||
V19 | 0.57 | 0.57 | 0.58 |
Factors | CR | AVE | Factors | |||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | |||
(1) Assertiveness | 0.69 | 0.25 | 1 | 0.62 | 0.19 | 0.41 |
(2) Determination | 0.71 | 0.24 | 0.79 * | 1 | 0.24 | 0.32 |
(3) Mastery | 0.77 | 0.41 | 0.44 * | 0.49 * | 1 | 0.07 |
(4) Venturesome | 0.74 | 0.42 | 0.65 * | 0.57 * | 0.26 * | 1 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Konter, E.; Kueh, Y.C.; Kuan, G. Courage in Competition: Adaptation of the Sports Courage Scale for American English and Validation of the Factor Structure with Student-Athletes at Clemson University. Int. J. Environ. Res. Public Health 2020, 17, 4834. https://doi.org/10.3390/ijerph17134834
Konter E, Kueh YC, Kuan G. Courage in Competition: Adaptation of the Sports Courage Scale for American English and Validation of the Factor Structure with Student-Athletes at Clemson University. International Journal of Environmental Research and Public Health. 2020; 17(13):4834. https://doi.org/10.3390/ijerph17134834
Chicago/Turabian StyleKonter, Erkut, Yee Cheng Kueh, and Garry Kuan. 2020. "Courage in Competition: Adaptation of the Sports Courage Scale for American English and Validation of the Factor Structure with Student-Athletes at Clemson University" International Journal of Environmental Research and Public Health 17, no. 13: 4834. https://doi.org/10.3390/ijerph17134834
APA StyleKonter, E., Kueh, Y. C., & Kuan, G. (2020). Courage in Competition: Adaptation of the Sports Courage Scale for American English and Validation of the Factor Structure with Student-Athletes at Clemson University. International Journal of Environmental Research and Public Health, 17(13), 4834. https://doi.org/10.3390/ijerph17134834