1
Department of Recreation, Gazi University, Ankara, 06500, Türkiye
2
Department of Recreation, Gazi University, Ankara, 06500, Türkiye
Abstract
Leisure manipulation refers to the process through which individuals’ leisure preferences are shaped by various mechanisms mediated by mass communication and cultural production practices. This study aimed to develop a measurement tool to assess the direct or indirect manipulation processes experienced by individuals in their leisure evaluations. A total of 411 adults residing in Ankara participated in the research. In the scale development phase, a 54-item pool was generated based on the theoretical framework, and expert evaluations were obtained; following content validation and the removal of the control item, the pool was reduced to 33 items. Subsequently, the factor structure was determined through exploratory factor analysis (EFA) and later confirmed through confirmatory factor analysis (CFA). The final scale consists of 22 items and five subdimensions, labelled as conspicuous leisure, culture industry, cultural hegemony, manipulation resistance, and manipulation awareness. The overall reliability coefficient of the scale was calculated as 0.85. Confirmatory factor analysis supported the model’s validity (χ²/df = 2.84; RMSEA = 0.06; SRMR = 0.06; CFI = 0.93; NFI = 0.90; AGFI = 0.86). Correlations among subdimensions ranged from weak to moderate and were statistically significant (r = 0.175–0.476; p < 0.01). Overall, the findings indicate that the developed scale is a valid and reliable measurement instrument for assessing leisure manipulation.
Keywords
Leisure,manipulation,scale,development
How to Cite
Eriskin, F., & Ayyildiz Durhan, T. (2026). Leisure manipulation scale: Measuring the directed influence on mass audiences. International Journal of Eurasia Social Sciences, 17(63), 361–374. https://doi.org/10.70736/ijoess.2113
📄Adorno, T. W. (2021). Kültür endüstrisi – Kültür yönetimi (N. Ülner, M. Tüzel, & E. Gen, Çev.; 12. bs.). İletişim Yayınları. (Original work published 1944)
📄Akmeraner, Y. (2018). Digital labour in social media: Expropriation of leisure time, commercialization of creative activity and the problem of alienation. Culture & Communication / Kültür ve İletişim, 21(42), 98–119.
📄Asch, S. E. (1956). Studies of independence and conformity: I. A minority of one against a unanimous majority. Psychological Monographs: General and Applied, 70(9), 1–70. [Crossref]
📄Aydemir, C. (2021). Duygusal manipülasyon ölçeğinin Türkçe uyarlaması: Geçerlilik ve güvenirlilik çalışması. Global Journal of Economics and Business Studies, 10(19), 87–94.
📄Aytaç, Ö. (2004). Kapitalizm ve hegemonya ilişkileri bağlamında boş zaman. Cumhuriyet Üniversitesi Sosyal Bilimler Dergisi, 28(2), 115–138.
📄Aytaç, Ö. (2006). Tüketimcilik ve metalaşma kıskacında boş zaman. Kocaeli Üniversitesi Sosyal Bilimler Dergisi, 11, 27–53.
📄Bandura, A. (2002). Social cognitive theory in cultural context. Applied Psychology: An International Review, 51(2), 269–290. [Crossref]
📄Baudrillard, J. (2021). Tüketim toplumu (N. Tutal & F. Keskin, Çev.; 17. bs.). Ayrıntı Yayınları. (Original work published 1970)
📄Bernays, E. (2023). Propaganda (S. S. Cevlan, Çev.). Pegasus Yayınları. (Original work published 1928)
📄Berthiaume, B., Rajaobelina, L., & Ricard, L. (2024). Multidimensional perception of manipulation scale validation and its impact on satisfaction with the visit. Journal of Consumer Satisfaction, Dissatisfaction and Complaining Behavior, 37(1), 3–32.
📄Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best practices for developing and validating scales for health, social, and behavioral research: A primer. Frontiers in Public Health, 6, 149. [Crossref]
📄Bourdieu, P. (1986). The forms of capital. In J. G. Richardson (Ed.), Handbook of theory and research for the sociology of education (pp. 241–258). Greenwood Press. [Crossref]
📄Brehm, J. W. (1966). A theory of psychological reactance. Academic Press.
📄Chomsky, N. (2024). Medya gerçeği (O. Akınhay & A. Yılmaz, Çev.; 2. bs.). Alfa Yayınları. (Original work published 1989)
📄Cialdini, R. B., Reno, R. R., & Kallgren, C. A. (1990). A focus theory of normative conduct: Recycling the concept of norms to reduce littering in public places. Journal of Personality and Social Psychology, 58(6), 1015–1026. [Crossref]
📄Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research, and Evaluation, 10(1), 1–9. [Crossref]
📄DeFleur, M. L., & DeFleur, M. H. (2024). Kitle iletişim kuramları: Kökenleri, süreçleri ve etkileri açıklamak (M. Ö. Gedikoğlu, Çev.; 1. bs.). Anadolu Ajansı Yayınları. (Original work published 2022)
📄Deutsch, M., & Gerard, H. B. (1955). A study of normative and informational social influences upon individual judgement. Journal of Abnormal Psychology, 51(3), 629–636. [Crossref]
📄DeVellis, R. F. (2016). Scale development: Theory and applications (4th ed.). Sage.
📄Freire, P. (2005). Education for critical consciousness. Continuum. (Original work published 1974)
📄Friestad, M., & Wright, P. (1994). The persuasion knowledge model: How people cope with persuasion attempts. Journal of Consumer Research, 21(1), 1–31. [Crossref]
📄Gerbner, G., Gross, L., Morgan, M., & Signorielli, N. (1986). Living with television: The dynamics of the cultivation process. In J. Bryant & D. Zillmann (Eds.), Perspectives on media effects (pp. 17–40). Lawrence Erlbaum.
📄Gioia, D. A., Corley, K. G., & Hamilton, A. L. (2013). Seeking qualitative rigor in inductive research: Notes on the Gioia methodology. Organizational Research Methods, 16(1), 15–31. [Crossref]
📄Goffman, E. (2020). Günlük yaşamda benliğin sunumu (B. Cezar, Çev.). Metis. (Original work published 1959)
📄Gramsci, A. (1992). Selections from the prison notebooks (Q. Hoare & G. N. Smith, Eds. & Trans.; 11th printing). Lawrence & Wishart; International Publishers. (Original work published 1971)
📄Gül, O., & Yurtsizoglu, Z. (2025). Development and validation of the scale for analysing the consumption behaviours of e-sports players using a mixed-methods approach. Sage Open, 15(3). [Crossref]
📄Gültekin, M. (2016). Algı yönetimi ve manipülasyon: Kanmanın ve kandırmanın psikolojisi. Pınar Yayınları.
📄Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson.
📄Herman, E. S., & Chomsky, N. (1990). Rızanın imalatı: Medyanın ekonomi politiği (S. S. Aydın, Çev.). Aram Yayınları. (Original work published 1988)
📄Kivel, B. D., & Johnson, C. W. (2009). Consuming media, making men: Using collective memory work to understand leisure and the construction of masculinity. Journal of Leisure Research, 41(1), 110–134. [Crossref]
📄Langer, E. J. (2023). The mindful body: Thinking our way to chronic health. Ballantine Books.
📄Lemel, Y., & Katz-Gerro, T. (2015). The stratification of leisure: Variation in the salience of socioeconomic dimensions in shaping leisure participation in two consumer societies. Society & Leisure / Loisir & Société, 38(3), 399–422. [Crossref]
📄Lippmann, W. (1998). Public opinion (2nd ed.). Free Press. (Original work published 1922)
📄Omay, U. (2008). Boş zamanın manipülasyonu ve çalışma. İş, Güç: Endüstri İlişkileri ve İnsan Kaynakları Dergisi, 10(3), 122–147.
📄Rodríguez-Ferrándiz, R. (2014). Culture industries in a postindustrial age: Entertainment, leisure, creativity, design. Critical Studies in Media Communication, 31(4), 327–341. [Crossref]
📄Rojek, C. (2014). Capitalism and leisure theory. Routledge. (Original work published 1985)
📄Rosenberg, S. D. (2021). Time for things: Labor, leisure, and the rise of mass consumption. Duke University Press.
📄Scherer, R. F., Luther, D. C., Wiebe, F. A., & Adams, J. S. (1988). Dimensionality of coping: Factor stability using the ways of coping questionnaire. Psychological reports, 62(3), 763-770. [Crossref]
📄Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling. Lawrence Erlbaum Associates.
📄Shi, Y. (2023). Living with the party: How leisure shaped a new China. Palgrave Macmillan.
📄Shippen, N. M. (2014). Decolonizing time: Work, leisure, and freedom. Palgrave Macmillan.
📄Spracklen, K. (2009). The meaning and purpose of leisure: Habermas and leisure at the end of modernity. Palgrave Macmillan. [Crossref]
📄Spracklen, K. (2023). Hegemony in postmodernity: Lifeworld colonization and the instrumentalization of leisure. International Journal of the Sociology of Leisure, 6(3), 283–296. [Crossref]
📄Sullivan, O., & Katz-Gerro, T. (2007). The omnivore thesis revisited: Voracious cultural consumers. European Sociological Review, 23(2), 123–137. [Crossref]
📄Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). Pearson Education.
📄Tavşancıl, E. (2005). Tutumların ölçülmesi ve SPSS ile veri analizi. Nobel Yayın Dağıtım.
📄Thomas, D. R. (2006). A general inductive approach for analyzing qualitative evaluation data. American Journal of Evaluation, 27(2), 237–246. [Crossref]
📄Veblen, T. (2021). Aylak sınıfın teorisi (E. Kırmızıaltın & H. Bilir, Çev.; 5. bs.). Heretik Yayınevi. (Original work published 1899)
📄Yılmaz, H. (2018). İnsan ilişkilerinde manipülasyon ölçeği. Manas Journal of Social Studies, 7(4), 449–467.