Willpower Level Scale for Athletes (WLSA): A Reliability and Validity Study
Year 2025,
Volume: 30 Issue: 3, 74 - 84, 26.09.2025
Nuriye Şeyma Kara
,
Nezaket Bilge Uzun
,
Gültekin Lekesiz
Abstract
This study aimed to develop the Willpower Level Scale for Athletes (WLSA), an instrument designed to assess athletes’ capacity to maintain determination, self-discipline, and motivation under challenging conditions. The candidate scale comprised 35 items structured on a 7-point Likert scale ranging from 1 (“Does Not Describe Me at All”) to 7 (“Describes Me Completely”). Content validity was established through comprehensive literature review, focus group interviews, and expert consultations during the scale development process. Exploratory factor analysis revealed a three-factor structure (stability, emotional control, and physical control), which collectively explained 60.918% of the total variance. The resultant structure was subsequently validated via confirmatory factor analysis, yielding satisfactory goodness-of-fit indices: χ2/df = 4.46, RMSEA = .075, CFI = .97, SRMR = .052, GFI = .92, and AGFI = .89. Internal consistency was demonstrated through Cronbach’s alpha coefficients of .86 for Stability, .83 for Emotional Control, .75 for Physical Control, and .90 for the overall scale. The findings confirm that the WLSA constitutes a valid and reliable measurement instrument for assessing willpower levels in athletic populations.
Ethical Statement
The study was approved by the Hatay Mustafa Kemal University Social and Human Sciences Ethics Committee on 10.01.2025, with decision number 07.
References
-
APA. (2012). What Americans think of willpower? Copyright American Psychological Association.
-
Bandura, A. (1991). Social cognitive theory of self-regulation. Organizational Behaviour and Human Decision Processes, 50(2), 248–287.
-
Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16(6), 351–355.
-
Baumeister. R. F.. & Leary. M. R. (1995). The need to belong: Desire for interpersonal attachments as a fundamental human motivation. Psychological Bulletin. 117(3). 497-529.
-
Baumeister. R. F.. & Tierney. J. (2011). Willpower: Rediscovering the greatest human strength. Penguin Press.
-
Bernstein, I. (2000, April). Some consequences of violating SEM’s assumptions. Paper presented at the annual meeting of the Southwestern Psychological Association, Dallas, TX.
-
Büyüköztürk. Ş. (2018). Sosyal bilimler için veri analizi el kitabı: İstatistik. araştırma deseni. SPSS uygulamaları ve yorum (24. Baskı). Ankara: Pegem Akademi.
-
Büyüköztürk. Ş. (2022). Sosyal Bilimler İçin Veri Analizi El Kitabı (29. Baskı). Ankara: Pegem Akademi.
-
Can, A. (2018). Sosyal bilimlerde veri analizi: SPSS ile araştırma süreci (6. baskı). Ankara: Pegem Akademi Yayıncılık.
-
Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioural Research, 1(2), 245–276.
-
Cheon. S. H.. Reeve. J.. & Moon. I. (2012). A classroom-based intervention to increase students’ motivation: An experimental study of the effects of autonomy-supportive teaching on students’ intrinsic motivation. Learning and Instruction. 22(4). 193-204.
-
Cheong. A. T.. Chinna. K.. Khoo. E. M.. & Liew. S. M. (2017). Determinants for cardiovascular disease health check questionnaire: A validation study. Plos one. 12(11). e0188259.
-
Çokluk. Ö.. Şekercioğlu. G.. & Büyüköztürk. Ş. (2012). Sosyal bilimler için çok değişkenli istatistik: SPSS ve LISREL uygulamaları (Vol. 2). Ankara: Pegem Akademi.
-
Comrey. A. L.. & Lee. H. B. (2013). A first course in factor analysis. Psychology press.
-
Dağlı, A. (2015). Örgütsel muhalefet ölçeğinin türkçe’ye uyarlanması: geçerlik ve güvenirlik çalışması. Elektronik Sosyal Bilimler Dergisi, 14(53), 198-218.
-
Deci. E. L.. & Ryan. R. M. (1985). Intrinsic motivation and self-determination in human behaviour. Plenum Press.
-
Deci. E. L.. & Ryan. R. M. (2000). The "what" and "why" of goal pursuits: Human needs and the self-determination of behaviour. Psychological Inquiry. 11(4). 227-268.
-
Demir. A. (2023). Ölçek geliştirme sürecinde açıklanan varyans yüzdesi kriterinin değerlendirilmesi. Eğitimde Araştırmalar ve Uygulamalar Dergisi. 7(2). 89–102.
-
DeVellis, R. F. (2017). Scale development: Theory and applications (4th ed.). SAGE Publications.
-
Greene, J., & Cohen, J. (2004). For the law, neuroscience changes nothing and everything. Philosophical Transactions of the Royal Society B: Biological Sciences, 359(1451), 1775
-
Gürbüz, S., & Şahin, F. (2014). Sosyal bilimlerde araştırma yöntemleri. Ankara: Seçkin Yayıncılık, 271.
-
Hair, J. F., Babin, B. J., Anderson, R. E., & Black, W. C. (2014). Multivariate data analysis (7th Pearson New International ed.). Pearson
-
Hardy, J., Barlow, M., Evans, L., Rees, T., Woodman, T., & Taylor, J. (2020). The role of self-determination theory in understanding motivation in sport and exercise. International Review of Sport and Exercise Psychology, 13(1), 194–220.
-
Jenson, W. R., Clark, E., Kircher, J. C., & Kristjansson, S. D. (2007). Statistical reform: Evidence‐based practice, meta‐analyses, and single subject designs. Psychology in the Schools, 44(5), 483-493.
-
Jöreskog, K. G., & Sörbom, D. (1993). LISREL 8: Structural equation modeling with the SIMPLIS command language. Scientific Software International.
-
Kalaycı, Ş. (2010). SPSS uygulamalı çok değişkenli istatistik teknikleri (Vol. 5, p. 359). Ankara, Turkey: Asil Yayın Dağıtım.
-
Kara, M., Kara, N. Ş., & Uzun, N. B. (2023). Level of competition forgiveness scale in sport (FCLSS): validity and reliability study. International Innovative Education Researcher (IEDRES), 3(3).
-
Kelley, H. H. (1973). Attribution in social interaction. In E. E. Jones, D. E. Kanouse, H. H. Kelley, R. E. Nisbett, S. Valins, & B. Weiner (Eds.), Attribution theory: Perception of the causes of behaviour (pp. 1–26). General Learning Press.
-
Kelley, H. H. (1973). The processes of causal attribution. American Psychologist, 28(2), 107–128.
-
Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Press.
-
Krichbaum. K. E.. Peden-McAlpine. C.. Diemert. C.. Koenig. P.. Mueller. C.. & Savik. K. (2011). Designing a measure of complexity compression in registered nurses. Western Journal of Nursing Research. 33(1). 7-25.
-
Lai. E. R. (2011). Critical thinking: A literature review. Pearson.
-
Lawshe. C. H. (1975). A quantitative approach to content validity. Personnel psychology. 28(4).
-
Lerner, J. S., & Tetlock, P. E. (1999). Accounting for the effects of accountability. Psychological bulletin, 125(2), 255.
-
Maslow. A. H. (1943). A theory of human motivation. Psychological Review. 50(4). 370-396.
-
Mertler, C. A., & Vannatta, R. A. (2005). Advanced and multivariate statistical methods: Practical application and interpretation (3rd ed.). Los Angeles, CA: Pyrczak Publishing.
-
Okan. N. (2019). İrade ve ahlaki bütünlüğün olumlu psikolojik çıktıları üzerine bir karma yöntem araştırması. (Yayımlanmış Doktora Tezi). Marmara Üniversitesi. Eğitim Bilimleri Enstitüsü. İstanbul.
-
Ryan. R. M.. & Deci. E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation. social development. and well-being. American Psychologist. 55(1). 68-78.
-
Ryan. R. M.. Patrick. H.. Deci. E. L.. & Williams. G. C. (2008). Facilitating health behaviour change and its maintenance: Interventions based on self-determination theory. The European Health Psychologist. 11(2). 2-5.
-
Schunk, D. H., & Zimmerman, B. J. (2008). Motivation and self-regulated learning: Theory, research, and applications. Routledge.
-
Silva, M. N., Marques, M. M., & Coutinho, P. (2011). Self-determination theory in physical activity and sport: An overview of the current literature. Psychology of Sport and Exercise, 12(2), 157–165.
-
Simon. H. A. (1979). Rational decision making in business organizations. The American Economic Review. 69(4). 493-513.
-
Sofroniou, N., & Hutcheson, G. (1999). The multivariate social scientist: Introductory statistics using generalized linear models. Sage Publications.
-
Standage. M.. & Ryan. R. M. (2020). Self‐determination theory in sport and exercise. Handbook of sport psychology. 37-56.
-
Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). Pearson Education.
-
Tabachnick, B. G., & Fidell, L. S. (2015). Using multivariate statistics (6th ed.). Boston: Pearson.
-
Tabachnick. B. G.. Fidell. L. S.. & Ullman. J. B. (2019). Using multivariate statistics (Vol. 6. pp. 497-516).
-
Tavşancıl. E. (2014). Tutumların Ölçülmesi ve SPSS ile Veri Analizi. Ankara: Nobel Yayıncılık.
-
Tekin. M.. Özmutlu. İ. & Erhan. S. E. (2009). Özel yetenek sınavlarına katılan öğrencilerin karar verme ve düşünme stillerinin incelenmesi. Atatürk Üniversitesi Beden Eğitimi ve Spor Bilimleri Dergisi. 11 (3). 42-56.
-
Vallerand. R. J. (1997). Toward a hierarchical model of intrinsic and extrinsic motivation. Advances in Experimental Social Psychology. 29. 271-360.
-
Vielma-Aguilera. A.. Bustos. C.. Saldivia. S.. & Grandón. P. (2023). Psychometric properties of the attitudes scale of health care professionals’ toward people with a diagnosis of mental illness (EAPS-TM). Current Psychology. 42(7). 5851-5863.
-
Yaşlıoğlu, M. M. (2017). Sosyal bilimlerde faktör analizi ve geçerlilik: Keşfedici ve doğrulayıcı faktör analizlerinin kullanılması. İstanbul Üniversitesi İşletme Fakültesi Dergisi, 46, 74-85.