Adaptation of perceived social media literacy scale to Turkish culture: The case of educators

Authors

DOI:

https://doi.org/10.29329/jsomer.21

Keywords:

Perceived social media literacy, School administrators, Teachers, Scale adaptation, Digital literacy

Abstract

Social media has become an integral component of contemporary digital interactions, influencing education, communication, and information access. As social media usage continues to rise, social media literacy (SML) has gained increasing attention as a crucial competency for individuals to critically assess online information, manage digital interactions, and navigate algorithmic content. While several scales have been developed to measure SML, there remains a gap in assessing the construct among educators, particularly within non-Western cultural contexts such as Türkiye. Addressing this gap, this study aims to adapt and validate the Perceived Social Media Literacy Scale (PSMLS) for use among Turkish educators and school administrators. The research sample consisted of 571 teachers and 293 school administrators, and the adaptation process involved translation, cultural adaptation, and psychometric validation. Both first- and second-level confirmatory factor analyses (CFA) were conducted to examine the structural validity of the scale. The first-level CFA confirmed the original factor structure and achieved cultural fit, while the second-level CFA supported the hierarchical structure of the scale, demonstrating strong alignment with the theoretical model. Additionally, criterion validity correlations, construct reliability, Cronbach’s Alpha, and McDonald’s Omega coefficients confirmed the scale’s reliability. While gender differences in SML scores were not statistically significant, teachers aged 40 and below exhibited significantly higher SML scores than their older counterparts. The findings establish the PSMLS as a valid and reliable instrument for assessing social media literacy among educators and school administrators in Türkiye. This study contributes to the literature by providing a culturally adapted and psychometrically robust tool, enabling further research on digital literacy, media education, and social media engagement within educational contexts.

References

Ak, N., & Arslantaş, T. (2024). Psychometric properties of the Turkish version of the Algorithmic Media Content Awareness (AMCA) scale. Instructional Technology and Lifelong Learning, 5(1), 171-191. https://doi.org/10.52911/itall.1447270

Arafat, S. Y., Chowdhury, H. R., Qusar, M. M. A. S., & Hafez, M. A. (2016). Cross cultural adaptation and psychometric validation of research instruments: a methodological review. Journal of Behavioral Health, 5(3), 129-136. http://dx.doi.org/10.5455/jbh.20160615121755

Battaglia, M. (2008). Convenience sampling. In Encyclopedia of survey research methods (pp. 149-149). Sage Publications, Inc.

Bayrakcı, S., & Narmanlıoğlu, H. (2021). Digital literacy as whole of digital competences: Scale development study. Journal of Thought and Society, (4), 1-30. Retrieved from https://dergipark.org.tr/en/download/article-file/1797036

Borneman, M. J. (2010). Criterion validity. In Encyclopedia of research design (pp. 292-296). Sage.

Brown, J. S., & Duguid, P. (2017). The social life of information: Updated, with a new preface. Harvard Business Review Press.

Buckingham, D. (2013). Media education: Literacy, learning and contemporary culture. John Wiley & Sons.

Byrne, B. M. (2011). Structural equation modeling with Mplus: Basic concepts, applications, and programming (1st ed.). Routledge. https://doi.org/10.4324/9780203807644

Byrne, B. M. (2016). Adaptation of assessment scales in cross-national research: Issues, guidelines, and caveats. International Perspectives in Psychology, 5(1), 51-65. https://doi.org/10.1037/ipp0000042

Carpenter, J. P., & Krutka, D. G. (2014). How and why educators use Twitter: A survey of the field. Journal of research on technology in education, 46(4), 414-434. https://doi.org/10.1080/15391523.2014.925701

Cho, H., Cannon, J., Lopez, R., & Li, W. (2024). Social media literacy: A conceptual framework. New Media & Society, 26(2), 941-960. https://doi.org/10.1177/14614448211068530

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Routledge. https://doi.org/10.4324/9780203771587

Deniz, K. Z. (2007). The adaptation of psychological scales. Ankara University Journal of Faculty of Educational Sciences (JFES), 40(2), 1-16. https://doi.org/10.1501/Egifak_0000000180

Du Preez, C., Van Greunen, D., & Foxcroft, C. (2024). An adaptation of digcomp for the South African context. In 2024 IST-Africa Conference (IST-Africa) (pp. 1-9). IEEE. https://doi.org/10.23919/IST-Africa63983.2024.10569509

Erstad, O. (2015). Educating the digital generation-exploring media literacy for the 21st century. Nordic Journal of Digital Literacy, 10(Jubileumsnummer), 85-102. https://doi.org/10.18261/ISSN1891-943X-2015-Jubileumsnummer-07

George, D., & Mallery, P. (2019). IBM SPSS statistics 26 step by step: A simple guide and reference (16th ed.). Routledge. https://doi.org/10.4324/9780429056765

Greenhow, C., & Lewin, C. (2019). Social media and education: Reconceptualizing the boundaries of formal and informal learning. In social media and education (pp. 6-30). Routledge.

Hall, J. (2008). Cross-sectional survey design. In Encyclopedia of survey research methods (pp. 173-173). Sage Publications.

Hambleton, R. K., Merenda, P. F., & Spielberger, C. D. (Eds.). (2004). Issues, designs, and technical guidelines for adapting tests into multiple languages and cultures. In Adapting educational and psychological tests for cross-cultural assessment (pp. 15-50). Psychology Press.

Hayes, A. F., & Coutts, J. J. (2020). Use omega rather than Cronbach’s alpha for estimating reliability. But…. Communication Methods and Measures, 14(1), 1-24. https://doi.org/10.1080/19312458.2020.1718629

Heggestad, E. D., Scheaf, D. J., Banks, G. C., Monroe Hausfeld, M., Tonidandel, S., & Williams, E. B. (2019). Scale adaptation in organizational science research: A review and best-practice recommendations. Journal of Management, 45(6), 2596-2627. https://doi.org/10.1177/0149206319850280

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43, 115-135. https://doi.org/10.1007/s11747-014-0403-8

Hobbs, R., & Tuzel, S. (2017). Teacher motivations for digital and media literacy: An examination of Turkish educators. British Journal of Educational Technology, 48, 7-22. https://doi.org/10.1111/BJET.12326

Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi.org/10.1080/10705519909540118

JASP Team (2024). JASP (Version 0.19.2) [Computer software].

Jenkins, H. (2007). Confronting the challenges of participatory culture: Media education for the 21st century (Part One). Nordic Journal of Digital Literacy, 2(1), 23-33. https://doi.org/10.18261/ISSN1891-943X-2007-01-03

Juarros-Basterretxea, J., Aonso-Diego, G., Postigo, Á., Montes-Álvarez, P., Menéndez-Aller, Á., & García-Cueto, E. (2024). Post-hoc tests in one-way ANOVA: The case for normal distribution. Methodology, 20(2), 84-99. https://doi.org/10.5964/meth.11721

Kahne, J., & Bowyer, B. (2017). Educating for democracy in a partisan age: Confronting the challenges of motivated reasoning and misinformation. American Educational Research Journal, 54(1), 3-34. https://doi.org/10.3102/0002831216679817

Kline, R. B. (2023). Principles and practice of structural equation modeling (5th ed.). The Guilford Press.

Koltay, T. (2011). The media and the literacies: Media literacy, information literacy, digital literacy. Media, culture & society, 33(2), 211-221. https://doi.org/10.1177/0163443710393382

Lankshear, C., & Knobel, M. (Eds.). (2008). Digital literacies: Concepts, policies and practices (Vol. 30). Peter Lang.

Livingstone, S. (2008). Engaging with media—a matter of literacy?. Communication, Culture & Critique, 1(1), 51-62. https://doi.org/10.1111/j.1753-9137.2007.00006.x

Livingstone, S., & Helsper, E. (2007). Gradations in digital inclusion: Children, young people and the digital divide. New media & society, 9(4), 671-696. https://doi.org/10.1177/1461444807080335

MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological methods, 1(2), 130-149.

Manca, S., & Ranieri, M. (2017). Networked scholarship and motivations for social media use in scholarly communication. International review of research in open and distributed learning, 18(2), 123-138. https://doi.org/10.19173/irrodl.v18i2.2859

Meyers, E. M., Erickson, I., & Small, R. V. (2013). Digital literacy and informal learning environments: an introduction. Learning, Media and Technology, 38(4), 355-367. https://doi.org/10.1080/17439884.2013.783597

Nagle, J. (2018). Twitter, cyber-violence, and the need for a critical social media literacy in teacher education: A review of the literature. Teaching and Teacher Education, 76, 86-94. https://doi.org/10.1016/j.tate.2018.08.014

Özel, A. (2023). Examining media literacy perceptions of preservice social studies teachers in Turkey. Journal of Curriculum Studies Research, 5(2), 86-117. https://doi.org/10.46303/jcsr.2023.21

Park, S. (2012). Dimensions of digital media literacy and the relationship with social exclusion. Media International Australia, 142(1), 87-100. https://doi.org/10.1177/1329878X1214200111

Polanco-Levicán, K., & Salvo-Garrido, S. (2022). Understanding social media literacy: A systematic review of the concept and its competences. International Journal of Environmental Research and Public Health, 19(14), 8807-8823. https://doi.org/10.3390/ijerph19148807

Rosseel, Y. (2012). Lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1-36. https://doi.org/10.18637/jss.v048.i02

Samala, A. D., Rawas, S., Criollo-C, S., Fortuna, A., Feng, X., Prasetya, F., ... & Hidayat, R. (2024). Social media in education: Trends, roles, challenges, and opportunities for digital-native generations–A systematic literature review. Asian Journal of University Education, 20(3), 524-539. https://doi.org/10.24191/ajue.v20i3.27869

Selwyn, N. (2012). Education in a digital world: Global perspectives on technology and education. Routledge.

Spector, P. E. (2019). Do not cross me: Optimizing the use of cross-sectional designs. Journal of Business and Psychology, 34, 125–137. https://doi.org/10.1007/s10869-018-09613-8

Solmaz, O., & Reinhardt, J. (2024). Engaging Turkish learners in digital participatory culture through social media? Enhanced language instruction. CALICO Journal, 41(1), 48-70. https://doi.org/10.1558/cj.25514

Soysal, S. (2023). Comparison of alpha, stratified alpha, and omega reliability coefficients in multidimensional test structures. Journal of Ahmet Keleşoğlu Education Faculty, 5(1), 213-236. https://doi.org/10.38151/akef.2023.51

Tandoc Jr., E., Yee, A., Ong, J., Lee, J., Xu, D., Han, Z., Matthew, C., Ng, J., Lim, C., Cheng, L., & Cayabyab, M. (2021). Developing a perceived social media literacy scale: Evidence from Singapore. International Journal of Communication, 15, 22. Retrieved from https://ijoc.org/index.php/ijoc/article/view/16118/3452

Tandoc Jr, E. C., Lim, Z. W., & Ling, R. (2018). Defining “fake news” A typology of scholarly definitions. Digital journalism, 6(2), 137-153. https://doi.org/10.1080/21670811.2017.1360143

Toker, T., Akgün, E., Cömert, Z., & Edip, S., (2021). Digital competency scale for educators: Adaptation, validity, and reliability study. Milli Egitim, 50(230), 301-328. https://doi.org/10.37669/milliegitim.801607

Tommasi, F., Ceschi, A., Sartori, R., Gostimir, M., Passaia, G., Genero, S., & Belotto, S. (2023). Enhancing critical thinking and media literacy in the context of IVET: A systematic scoping review. European Journal of Training and Development, 47(1/2), 85-104. https://doi.org/10.1108/EJTD-06-2021-0074

Tüzel, S. (2012). Integration of media literacy education with Turkish courses. Mustafa Kemal University Journal of Social Sciences Institute, 9(18), 81-96. Retrieved from https://dergipark.org.tr/en/download/article-file/183003

Ugurhan, Y. Z. C., Kumtepe, E. G., Kumtepe, A. T., & Saykılı, A. (2020). From media literacy to new media literacy: A lens into open and distance learning context. Turkish Online Journal of Distance Education, 21(Special Issue-IODL), 135-151. https://doi.org/10.17718/tojde.770953

Ugurhan, Y. Z. C., Kumtepe, E. G., Kumtepe, A. T., & Saykılı, A. (2020). From media literacy to new media literacy: A lens into open and distance learning context. Turkish Online Journal of Distance Education, 21, 135-151. https://doi.org/10.17718/tojde.770953

Valle, N., Zhao, P., Freed, D., Gorton, K., Chapman, A. B., Shea, A. L., & Bazarova, N. N. (2024). Towards a critical framework of social media literacy: A systematic literature review. Review of Educational Research, 20(10), 1-46. https://doi.org/10.3102/00346543241247224

Williams, R.T. (2024). The Relationship Between Social Meda and Pedagogy. Cambridge Scholars Publishing. ISBN: 9781036400194

Yurt, E. (2023). Sosyal bilimlerde çok değişkenli analizler için pratik bilgiler: SPSS ve AMOS uygulamaları [Practical Insights for Multivariate Analyses in Social Sciences: SPSS and AMOS Applications]. Nobel.

Additional Files

Published

02.06.2025

How to Cite

Polat, M., Kara, M., Oppong, D., & Ahorsu, D. K. (2025). Adaptation of perceived social media literacy scale to Turkish culture: The case of educators. Journal of Social Media Research, 2(2), 90–103. https://doi.org/10.29329/jsomer.21

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Original (Research) Article