Life Satisfaction and Subjective Well-Being on the Road to Happiness: An Application of Structural Equation Modeling

Öz

This study aims to elucidate the relationships between happiness, life satisfaction, and subjective vitality among student-athletes. Conducted using a correlational survey method, the research included a total of 400 students (149 female and 251 male) enrolled in sports sciences programs across three different universities (Mean age = 21.31 ± 2.32). The data collection tools employed were the “Subjective Happiness Scale (SHS)”, the “Subjective Vitality Scale (SVS)”, and the “Life Satisfaction Scale (LSS)”. The suitability of the data for analysis was determined based on skewness and kurtosis values. The data were analyzed using IBM AMOS V25 software (Chicago, USA), and the relationships among happiness, life satisfaction, and vitality were tested using Structural Equation Modeling (SEM). The structural equation model revealed that the path coefficient between vitality and happiness was β1 = 0.541, p = 0.001, and the path coefficient between life satisfaction and happiness was β1 = 0.441, p = 0.001, both of which were statistically significant. In other words, life satisfaction explains 44% of subjective well-being, while subjective vitality accounts for 54% of subjective well-being. The results suggest that increasing individuals' levels of life satisfaction and subjective vitality may also enhance their level of happiness.

Anahtar Kelimeler

• Student-athlete
• Subjective Happiness and Vitality
• Life Satisfaction

Kaynakça

1. Akın, A. (2012). The relationships between internet addiction, subjective vitality, and subjective happiness. Cyberpsychology, Behavior and Social Networking, 15(8), 404-410. https://doi:org/10.1089/cyber.2011.0609 Akın, A. & Akın, Ü. (2015). Friendship quality and subjective happiness: The Mediator role of subjective vitality, Eğitim ve Bilim, 40,(177),233-242. http://dx.doi.org/10.15390/EB.2015.3786
2. Akın, A. & S. A. Satıcı (2011). Öznel mutluluk ölçeği: Geçerlik ve güvenirlik çalışması [Subjective happiness scale: a study of validity and reliability]. Sakarya University Faculty of Education Journal, 21, 65-77.
3. Akın, A., Satıcı, S. A., Arslan, S., Akın, Ü. & Kayıs, A. R. (2012). The validity and the reliability of the Turkish version of the subjective vitality scale (SVS). Paper presented at the 4rd World Conference on Educational Sciences, 2-5.
4. Anic, P., & Tončić, M. (2013). Orientations to happiness, subjective well-being and life goals. Psihologijske Teme, 22(1), 135-153. https://hrcak.srce.hr/100702
5. Bajaj, B., Gupta, R., & Sengupta, S. (2018). Emotional stability and self-esteem as mediators between mindfulness and happiness. Journal of Happiness Studies, 20, 2111-2226. https://doi.org/10.1007/s10902-018-0046-4
6. Balaguer, I., Castillo, I., Duda, J. L., & García-Merita, M. (2011). Associations among perceived motivational climate created by the coach, dispositional orientation, motivational regulations and subjective vitality in young female tennis players. Revista de Psicología del Deporte, 20(1), 133-148.
7. Bostic, T. J., Rubio, D. M., & Hood, M. (2000). A validation of the subjective vitality scale using structural equation modeling. Social Indicators Research, 52(3), 313–324. https://doi.org/10.1023/A:1007136110218
8. Bülbül, Ş. & Giray, S. (2011). Sosyodemografik özellikler ile mutluluk algısı arasındaki ilişki yapısının analizi [Analysis of the relationship structure between socio-demographic features and happiness sensation]. Aegean Academic View, 11(Special issue), 113-123.

9. Büyüköztürk, Ş., Kılıç-Çakmak, E., Akgün, Ö.E., Karadeniz, Ş., & Demirel, F. (2012). Bilimsel araştırma yöntemleri. [Scientific research methods]. Ankara: Pagem.
10. Chaplin, T. M. (2006). Anger, happiness, and sadness: Associations with depressive symptoms in late adolescence. Journal of Youth and Adolescence, 35, 977-986. https://doi.org/10.1007/s10964-006-9033-x
11. Cheng, H., & Furnham, A. (2003). Personality, self-esteem, and demographic predictions of happiness and depression. Personality and Individual Differences, 34(6), 921–942. https://doi.org/10.1016/S0191-8869(02)00078-8.
12. Chui, W. H. & Wong, M. Y. (2016). Gender differences in happiness and life satisfaction among adolescents in Hong Kong: Relationships and self-concept. Social Indicators Research, 125(3), 1035-1051. https://doi.org/10.1007/s11205-015-0867-z
13. Cuğ, F. D. (2015). Self-forgiveness, self-compassion, subjective vitality, and orientation to happiness as predictors of subjective well-being. [PhD Thesis, Middle East Technical University]. Ankara.
14. Çağır, G., & Gürgân, U. (2010). Lise ve üniversite öğrencilerinin problemli internet kullanım düzeyleri ile algılanan iyilik halleri ve yalnızlık düzeyleri arasındaki ilişki. [The relationship between the levels of high school and university students’ problematic use of internet and their perceived wellness and loneliness levels]. Journal of Balikesir University Social Sciences Institute, 13(24), 70-85.
15. Dağlı, A., & Baysal, N. (2016). Yaşam doyumu ölçeğinin Türkçe’ye uyarlanması: Geçerlik ve güvenirlik çalışması [Adaptation of the life satisfaction scale to Turkish: a validity and reliability study]. Electronic Journal of Social Sciences, 15(59), 1250-1262. https://doi.org/10.17755/esosder.263229
16. Demir, R. & Murat, M. (2017). Öğretmen adaylarının mutluluk, iyimserlik, yaşam anlamı ve yaşam doyumlarının incelenmesi [Investigating teacher candidates’ happiness, optimism, meaning in life and life satisfaction]. OPUS International Journal of Society Researches, 7(13), 347-378. https://doi.org/10.26466/opus.347656
17. Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542–575. https://doi.org/10.1037/0033-2909.95.3.542
18. Diener, E. (2000). Subjective well-being: The science of happiness and a proposal of a national index. American Psychologist, 55, 34-43. https://doi.org/10.1037/0003-066X.55.1.34
19. Diener, E., Emmons, R.A., Larsen, R.J. & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49 (19), 71-75. https://doi.org/10.1207/s15327752jpa4901_13
20. Doğan, T. (2008). Psikolojik belirtilerin yordayıcısı olarak sosyal destek ve iyilik hali [Social support and well-being as predictors of psychological symptoms]. Turkish Journal of Psychological Counseling and Guidance, 3 (30), 30-44.
21. Dolunay Cuğ, F. (2022). Öz duyarlık, iyimserlik ve öznel iyi oluş arasında öznel zindeliğin aracı rolü[The mediator role of subjective vitality among self-compassion, optimism, and subjective well-being]. Kocaeli University Education Journal, 5(1), 19-32. http://doi.org/10.33400/kuje.961445
22. Eryılmaz, A. (2011). Investigating adolescents’ subjective well-being with respect to using subjective well-being increasing strategies and determining life goals. Düşünen Adam The Journal of Psychiatry and Neurological Sciences, 24, 44-51. http://doi.org/10.5350/DAJPN2011240106
23. Fini, A. A. S., Kavousian, J., Beigy, A. & Emami, M. (2010). Subjective vitality and its anticipating variables on students. Procedia Social and Behavioral Sciences, 5, 150–156. https://doi.org/10.1016/j.sbspro.2010.07.064
24. Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to desIgn and evaluate research In educatIon (8th ed.). New York: Mc Graw HIll.
25. Garcia, D. & Siddiqui, A. (2009). Adolescents’ affective tempera-ments: Life satisfaction, interpretation and memory of events. The Journal of Positive Psychology, 4, 155-167. https://doi.org/10.1080/17439760802399349
26. George, D., & Mallery, P. (2016). IBM SPSS Statistics 23 step by step. 13th ed. Roudledge, New York.
27. Gilman, R., Huebner, E. S., & Laughlin, J. E. (2000). A first study of the Multidimensional Students' Life Satisfaction Scale with adolescents. Social Indicators Research, 52(2), 135–160. https://doi.org/10.1023/A:1007059227507
28. Govindji, R., & Linley, P. A. (2007). Strengths use, self-concordance and well-being: Implications for strengths coaching and coaching psychologists. International Coaching Psychology Review, 2(2), 143–153. https://doi.org/10.53841/bpsicpr.2007.2.2.143
29. Gundelach, P. & Kreiner, S. (2004). Happiness and life satisfaction in advanced European countries. Cross-Cultural Research, 38(4), 359-386. https://doi.org/10.1177/1069397104267483
30. Gündüz, B. (2013). Bağlanma stilleri, akılcı olmayan inançlar ve psikolojik belirtilerin bilişsel esnekliği yordamadaki katkıları[Contributions of attachment styles, irrational beliefs, and psychological violations in predicting cognitive flexibility]. Educational Sciences: Theory & Practice,13(4), 2071-2085.
31. Gündoğdu, R., & Yavuzer, Y. (2011). Eğitim fakültesi öğrencilerinin öznel iyi oluş düzeyleri ve psikolojik ihtiyaçlarının incelenmesi. [Examining the subjective well-being levels and psychological needs of education faculty students]. International Congress on Higher Education: New Trends and Problems, 3(14), 1889-1895.
32. Gürgân, U. (2014). Üniversite öğrencilerinin yılmazlık ve iyilik halinin bazı değişkenlere göre incelenmesi. [The investigation of the resilience and wellness of university students according to some variables]. NWSA-Education Science, 9(1), 18-35.
33. Haybron, D.M. (2004). Happiness and the importance of life satisfaction, delivered at the department of philosophy, University of Arizona.
34. Hoeger, W. K, & Hoeger, S. A. (2012). Fitness and wellness. USA: Thomson Wadsworth Publishing.
35. Honça, A. A., & Çetinkaya, T. (2017). Perception of participation constraints to recreational activities: a case of university students. International Journal of Recreation and Sport Science, 1(1), 30-37.
36. Hox, J.J, & Bechger T. (1995). Comparing and combining different approaches to the multitrait-multimethod matrix. In J.J. Hox, G.J. Mellenberg & P.G. Swanborn (Eds.), Facet Theory: Analysis and Design (pp. 135-144). Zeist, The Netherlands: SETOS.
37. Iacobucci, D. (2010). Structural equations modeling: Fit indices, sample size, and advanced topics. Journal of Consumer Psychology, 20(1), 90-98. https://doi.org/10.1016/j.jcps.2009.09.003
38. İlhan, T. & Özbay, Y. (2010). Yaşam amaçlarının ve psikolojik ihtiyaç doyumunun öznel iyi oluş üzerindeki yordayıcı rolü[The predictive role of life goals and psychological need satisfaction on subjective well-being]. Turkish Journal of Psychological Counseling and Guidance, 4(34), 109-118.
39. Koç, M. & Polat, Ü. (2006). Üniversite öğrencilerinin ruh sağlığı[The mental health of university students]. International Journal of Human Sciences, 3(2), 1-21.
40. Köse, B., Uzun, M., Özlü, K., Çelik, N. M. & Erbaş, Ü. (2019). Spor bilimlerinde okuyan öğrencilerin öznel mutluluk ve zindelik düzeylerinin bazı değişkenlere göre incelenmesi (Ankara üniversitesi örneği) [Investigation of subjective happiness and vitality levels of students studying sports sciences according to some variables (Ankara university example]. Kilis 7 Aralık University Journal of Physical Education and Sports Sciences, 3(2), 22-29. http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/76729
41. Li, D., Zhang, W., Li, X., Zhen, S. J., & Wang, Y. (2010). Stressful life events and problematic internet use by adolescent females and males: A mediated moderation model. Computers in Human Behavior, 26, 1199–1207. https://doi.org/10.1016/j.chb.2010.03.031
42. Liem, J .H., Lustig, K. & Dillon, C. (2010). Depressive symptoms and life satisfaction among emerging adults: a comparison of high school dropouts and graduates. Journal of Adult Development, 17(1), 33-44. https://doi.org/10.1007/s10804-009-9076-9
43. Lyubomirsky, S. & Lepper, H. (1999). A measure of subjective happiness: Preliminary reliability and construct validation. Social Indicators Research, 46, 137-155. https://doi.org/10.1023/A:1006824100041
44. Lyubomirsky, S., Sheldon, K. M. & Schkade, D. (2005). Pursuing happiness: The architecture of sustainable change. Review of General Psychology, 9(2), 111-131. https://doi.org/10.1037/1089-2680.9.2.111
45. Marar, Z. (2004). Mutluluk paradoksu [The happiness paradox ]. İstanbul: Book Publishing.
46. Malik, F., & Sajjad, S. (2022). Relationship among happiness, life satisfaction and resilience in university students. Pakistan Journal of Education, 39(2), 23-34.
47. Myers, J. E., Sweeney, T. J. & Witmer, J. M. (2000). The wheel of wellness counseling for wellness: A holistic model for treatment planning. Journal of Counseling and Development, 78(3), 251-266. https://doi.org/10.1002/j.1556-6676.2000.tb01906.x
48. Nedim Bal, P., & Gülcan, A. (2014). Genç yetişkinlerde iyimserliğin mutluluk ve yaşam doyumu üzerindeki etkisinin incelenmesi[Examining the effect of optimism on happiness and life satisfaction in young adults]. Asian Journal of Instruction (E-AJI), 2(1(Special), 41-52.
49. Niemiec, C. P., Lynch, M. F., Vansteenkiste, M., Bernstein, J., Deci, E. L. & Ryan, R. M. (2006). The antecedents and consequences of autonomous self-regulation for college: A self-determination theory perspective on socialization. Journal of Adolescence, 29, 761–775. https://doi.org/10.1016/j.adolescence.2005.11.009
50. Özavci, R., Özkan, E., & Koç, O. (2022). Özel sektör çalışanlarında mutluluk ve yaşam doyumu ilişkisi [The Relationship between happiness and life satisfaction in private sector employees]. International Journal of Sport Exercise and Training Sciences - IJSETS, 8(4), 143-151. https://doi.org/10.18826/useeabd.1192071 Özbay, Y., Palancı, M., Kandemir, M. & Çakır, O. (2012). Üniversite öğrencilerinin öznel iyi oluşlarının duygusal düzenleme, mizah, sosyal öz-yeterlik ve başa çıkma davranışları ile yordanması [Prediction of university students' subjective well-being by emotional regulation, humor, social self-efficacy and coping behaviors]. Journal of Turkish Educational Sciences, 10 (2), 325-345.
51. Özgen, M. K. (1997). Farabi'de mutluluk ve ahlak ilişkisi [The relationship between happiness and morality in Farabi]. İstanbul. Human Publications.
52. Pilzer, P. Z. (2007). The wellness revolution. How to make a fortunein the next trillion dollar industry: New Jersey: Hoboken.
53. Ryan, R. M. & Frederick C. (1997). On energy, personality and health: Subjective vitality as a dynamic reflection of well-being. Journal of Personality, 65(3), 529–565. https://doi.org/10.1111/j.1467-6494.1997.tb00326.x
54. Salama–Younes, M. (2011). Positive mental health, subjective vitality, and satisfaction with life for French physical education students. World Journal of Sport Sciences, 4(2), 90–97.
55. Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8 (2), 23-74. https://doi.org/10.23668/psycharchives.12784
56. Sheldon, K. M., & Lyubomirsky, S. (2004). Achieving sustainable new happiness: prospects, practices, and prescriptions. In P. A. Linley & S. Joseph (Eds.), Positive psychology in practice (pp. 127–145). John Wiley & Sons, Inc.. https://doi.org/10.1002/9780470939338.ch8
57. Sulphey, M. M. (2014). Construction and validation of employee wellness questionnaire. The Indian Journal of Industrial Relations, 49(4), 690-700. http://www.jstor.org/stable/24546973.
58. Sun, J. (2005). Assessing goodness of fit in confirmatory factor analysis. Measurement and evaluation in counseling and development, 37(4), 240–256. https://doi.org/10.1080/07481756.2005.11909764
59. Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). Boston, MA: Pearson.
60. Tunçkol, H. M. (2015). Relationship of happiness and subjective vitality in university students. International Journal of Development Research, 5(4),4219-4222.
61. Tuzgöl-Dost, M. (2006). Üniversite öğrencilerinin öznel iyi oluş düzeyleri [Subjective well-being levels of university students]. Hacettepe University Faculty of Education Journal, 31, 188-197.
62. Uzunbacak, H. H., & Akçakanat, T. (2018). İşin anlamı, zindelik, mutluluk ve iştatmini ilişkileri üzerine görgül bir araştırma [An empirical study on the relationships among meaningful work, job satisfaction, vitality and happiness]. Electronic Journal of Social Sciences, 17(68), 1691-1702. https://doi.org/10.17755/esosder.432208
63. Veenhoven, R. (1996). The study of life satisfaction. In W. E. Saris, R. Veenhoven, A. C. Scherpenzeel, & B. Bunting (Eds.), A comparative study of satisfaction with life in Europe (pp. 11-48). Budapest: EOtvOs University Press.
64. Yazıcı, Ö. F. (2015). Beden eğitimi öğretmeni adaylarının mutluluk ve zindelik düzeylerinin incelenmesi [Examining the happiness and vitality levels of physical education teacher candidates]. [Master's Thesis, Karadeniz Technical University, Institute of Educational Sciences]. Trabzon.