THE RELATIONSHIP BETWEEN MEDIA LITERACY AN D TUBERCULOSIS HEALTH LITERACY: A CROSS-SECTIONAL PLS-SEM ANALYSIS IN SURAKARTA CITY AND KARANGANYAR REGENCY, INDONESIA
DOI:
https://doi.org/10.36563/br6cht88Keywords:
Media literacy, Health literacy, Tuberculosis prevention, Digital health communication, IndonesiaAbstract
Despite persistent inequities in access to health information, the burden of tuberculosis (TB) in Indonesia remains considerable. This study aimed to examine the influence of media literacy (ML) on health literacy (HL) related to TB prevention among rural and urban populations. A quantitative cross-sectional survey was conducted among 325 adults (110 males and 215 females) in Central Java, comprising 170 rural and 155 urban participants selected through a two-stage random sampling approach, with purposive site selection based on stratified random criteria. ML was assessed using the UNESCO framework for Media and Information Literacy, while HL was measured with the HLS-EU-Q instrument. Data were analysed using Partial Least Squares Structural Equation Modeling (PLS-SEM) and Multi-Group Analysis (MGA) to explore rural–urban differences. The average HL score ranged from 24.4 to 24.8 (inadequate), while ML ranged from 25.1 to 25.3 (problematic). ML exerted a significant direct effect on HL (β = 0.43, p < 0.001), explaining 20% of its variance (R² = 0.20). The model demonstrated an acceptable fit (SRMR = 0.058), and no significant rural–urban differences were identified (Δβ = 0.05, p = 0.616), indicating structural invariance. These results suggest that strengthening ML enhances individuals’ capacity to access, evaluate, and utilize TB-related information effectively across diverse contexts. Media literacy constitutes a critical determinant of health literacy across geographical settings. Incorporating ML training into community health worker education, digital health interventions, and validated media content could promote equitable health communication and reinforce TB prevention outcomes in Indonesia.
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References
Adeniyi BO, et al. Community engagement for TB awareness: a review. BMC Health Serv Res. 2020;20(World Health Organization 2023):223.
APJII. Internet user statistics in Indonesia 2024. Jakarta: Asosiasi Penyelenggara Jasa Internet Indonesia; 2024.
Bandura A. Social foundations of thought and action. Englewood Cliffs: Prentice Hall; 2004.
Chae J, Lee CJ, Kim S. Media literacy and health misinformation in the digital age. Health Commun. 2022;37(Chowdhury R 2022):563–575.
Chowdhury R, Ahmed S, Islam MA, et al. Socio-cultural determinants and behavioral barriers in tuberculosis prevention and control: a global review. PLoS One. 2022;17(Ullah M 2021):e0265728.
Chung S, Nahm E. Influence of digital health literacy on preventive behaviors. Health Commun. 2022;37(Sørensen K 2012):830–842.
Dewi S, Rahmawati R, Lestari W, et al. Health literacy and tuberculosis prevention in Indonesia. Public Health Pract. 2021;2:100180.
Glanz K, Rimer BK, Viswanath K. Health Behavior: Theory, Research, and Practice. 5th ed. San Francisco: Jossey-Bass; 2015.
Hair JF Jr, Hult GT, Ringle CM, Sarstedt M. A primer on partial least squares structural equation modeling (PLS-SEM). 3rd ed. Thousand Oaks, CA: Sage; 2021.
Hult GTM, Hair JF Jr, Proksch D, et al. Marker-variable techniques in PLS-SEM. Ind Mark Manag. 2018;75:129–141.
Jones-Jang SM, Mortensen T, Liu J. Does media literacy help identification of fake news? J Media Psychol. 2021;33(Ullah M 2021):187–197.
Kaur M, Malik N. Media literacy and health perception: A global meta-analysis. Comput Human Behav. 2023;141:107615.
Kim S, Xie B. Health literacy and media literacy in health communication. Patient Educ Couns. 2017;100(World Health Organization 2023):75–83.
Kim S, Xie B. Health literacy and media literacy in health communication. Patient Educ Couns. 2017;100(World Health Organization 2023):75–83.
Leung L, et al. Digital health literacy and communication inequalities. Telemed J E Health. 2013;19(Ullah M 2020):187–192.
Lindell MK, Whitney DJ. Accounting for common method variance. J Appl Psychol. 2001;86(World Health Organization 2023):114–121.
Mahendradhata Y, Ahmad RA, Kusnanto H, et al. The tuberculosis epidemic in Indonesia: a comprehensive analysis of burden and response. Lancet Reg Health West Pac. 2023;35:100782.
Mahendradhata Y, et al. Regional disparities in TB control across ASEAN countries. Lancet Reg Health West Pac. 2023;35:100787.
Nutbeam D. Health literacy as a public health goal. Health Promot Int. 2022;37(World Health Organization 2023):daab205.
Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2019;43(Nutbeam D 2022):113–121.
Podsakoff PM, et al. Common method biases in behavioral research. J Appl Psychol. 2012;103(Mahendradhata Y 2023):103–121.
Rosenstock IM. Historical origins of the Health Belief Model. Health Educ Monogr. 1974;2(Ullah M 2021):328–335.
Sarstedt M, Hair JF, Nitzl C. Partial least squares structural equation modeling: Recent advances and applications. J Bus Res. 2023;153:250–263.
Sørensen K, Van den Broucke S, Pelikan JM, et al. Health literacy and public health: a systematic review and integration of definitions and models. BMC Public Health. 2012;12:80.
Tavakol M, Dennick R. Making sense of Cronbach’s alpha. Int J Med Educ. 2011;2:53–55.
Ullah M, Islam M, Rahman A, et al. Early diagnosis and management of tuberculosis: progress and challenges. Int J Tuberc Lung Dis. 2020;24(Chowdhury R 2022):480–488.
Ullah M, Rahman M, Yasmin N, et al. Evaluation of tuberculosis vaccine effectiveness and public health impact. BMC Infect Dis. 2021;21(World Health Organization 2023):1024.
Van der Vaagt K, Drossart T. Digital tools for community-based health literacy. JMIR Public Health Surveill. 2017;3(Ullah M 2021):e83.
Viswanath K, Finnegan JR. Health communication: from theory to practice. New York: Routledge; 2019.
World Health Organization. Global tuberculosis report 2023. Geneva: WHO; 2023.
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