Smoking Cessation Behavior Among Madurese Adolescents: The Role of Social Capital and the Theory of Planned Behavior
Abstract
Introduction: The high prevalence of smoking among Madurese adolescents reflects a complex public health challenge. This study aims to analyze the influence of social capital and elements of the Theory of Planned Behavior on smoking cessation intentions among Madurese adolescents within their local cultural context.
Methods: A cross-sectional path analysis was conducted with 200 adolescents aged 15–19 years in Sumenep, Madura, using a structured questionnaire to measure attitudes, subjective norms, perceived behavioral control, and smoking cessation intention. Social capital was assessed through three dimensions: trust, social networks, and reciprocity norms, within the context of adolescents' relationships with family, peers, and the broader community.
Results: The findings reveal that strong social support from family and peers significantly influences adolescents' intentions to quit smoking, strengthening the effectiveness of Theory of Planned Behavior (TPB) factors in driving positive behavioral change. Path analysis showed that the intention to quit smoking had a direct and significant effect on actual smoking cessation behavior (? = 1.56; p < 0.001). Attitudes, subjective norms, and perceived behavioral control demonstrated indirect effects through intention. Adolescents with high perceived behavioral control and positive attitudes toward quitting were more likely to succeed in cessation efforts.
Conclusion: These results emphasize the importance of social capital in anti-smoking interventions, especially in culturally cohesive societies such as Madura. Future interventions should leverage community and family-based support systems to enhance smoking cessation efforts among adolescents.
References
Dadras O. Predictor of smoking cessation among school-going adolescents in Indonesia: a secondary analysis based on the transtheoretical model of behavioral change. Front Psychiatry. 2024;15. https://doi.org/10.3389/fpsyt.2024.1374731
Kemenkes. Transformasi Kesehatan, Kementerian Kesehatan Republik Indonesia. 2021;
Siddiq M, Rahman MM, Gahamat MF. Correlates of Attempts to Quit Smoking: A Hierarchical Multiple Linear Regression Analysis. IIUM Medical Journal Malaysia (IMJM) [Internet]. 2021;20(3):19–26. https://doi.org/10.31436/imjm.v20i3
Liem A. Influences of Mass Media, Family, and Friends Towards Adolescents’ Smoking in Yogyakarta. Makara Human Behavior Studies in Asia. 2014 Jul 1;18(1):41. https://doi.org/10.7454/mssh.v18i1.3460
Akmal D, Widjanarko B, Nugraha P. Sikap Mempengaruhi Niat Berhenti Merokok pada Remaja SMA di Kota Bima. Jurnal Promosi Kesehatan Indonesia. 2017 Jan;12(1).
Dewi R, Supriyatna N, Mulyono S. Pemberian Konselor Sebaya dalam Upaya Membentuk Perilaku Pencegahan Merokok pada Remaja. Journal of Telenursing (JOTING). 2022 Nov 10;4(2):732–8. https://doi.org/10.31539/joting.v4i2.4245
Alanazi NH, Lee JW, Dos Santos H, Job JS, Bahjri K. The use of planned behavior theory in predicting cigarette smoking among Waterpipe smokers. Tob Induc Dis. 2017 Jul 3;15(1). https://doi.org/10.1186/s12971-017-0133-z
Ranaei V, Abasi H, Peyembari M, Alizadeh L, Pilevar Z. Factors affecting cigarette smoking in adolescents: a systematic review. Tobacco and Health. 2022;1(3):138–45.
Ajzen I, Fishbein M. The predictions of behavior from attitudinal and normative variables. J Exp Soc Psychol. 2015;(6):466–87.
Tapera R, Mbongwe B, Mhaka-Mutepfa M, Lord A, Phaladze NA, Zetola NM. The theory of planned behavior as a behavior change model for tobacco control strategies among adolescents in Botswana. PLoS One. 2020 Jun 1;15(6 June). https://doi.org/10.1371/journal.pone.0233462 PMID: 32502211
Mbongwe B, Tapera R, Phaladze N, Lord A, Zetola NM. Predictors of smoking among primary and secondary school students in Botswana. PLoS One. 2017 Apr 1;12(4). https://doi.org/10.1371/journal.pone.0175640 PMID: 28414757
Scalici F, Schulz PJ. Parents’ and peers’ normative influence on adolescents’ smoking: Results from a Swiss-Italian sample of middle schools students. Subst Abuse Treat Prev Policy. 2017 Jan 21;12(1). https://doi.org/10.1186/s13011-017-0089-2 PMID: 28109189
van Niekerk K, Dada S, Tönsing K. Perspectives of rehabilitation professionals on assistive technology provision to young children in South Africa: a national survey. Disabil Rehabil Assist Technol. 2023;18(5):588–95. https://doi.org/10.1080/17483107.2021.1892842 PMID: 33764252
Suarjana K, Chalidyanto D, Qomaruddin MB, Wahyuni CU. Factors Associated to Smoking Behavior in Worship Places in Denpasar Bali Indonesia. In: Proceedings of the 6th International Conference on Public Health [Internet]. 2021. p. 09–17. https://doi.org/10.17501/24246735.2020.6102
Ayubi E, Sani M, Safiri S, Khedmati ME, Almasi-Hashiani A, Nazarzadeh M. Socioeconomic Determinants of Inequality in Smoking Stages: A Distributive Analysis on a Sample of Male High School Students. Am J Mens Health [Internet]. 2015 May 25;11(4):1162–8. https://doi.org/10.1177/1557988315585822
Byron MJ, Cohen JE, Frattaroli S, Gittelsohn J, Drope JM, Jernigan DH. Implementing smoke-free policies in low- And middle-income countries: A brief review and research agenda. Vol. 17, Tobacco Induced Diseases. International Society for the Prevention of Tobacco Induced Diseases; 2019. https://doi.org/10.18332/tid/110007
Park MH, An B. Comparison of the Predictors of Smoking Cessation Plans between Adolescent Conventional Cigarette Smokers and E-Cigarette Smokers Using the Transtheoretical Model. Children. 2024 May 1;11(5). https://doi.org/10.3390/children11050598
Kristina SA, Trung VQ, Permitasari NPAL, Dwinta E, Rahman F. Individual, Social and Psychological Characteristics of Smoking Cessation Behaviors: A Systematic Review. Glob J Health Sci. 2018 Sep 3;10(10):55. https://doi.org/10.5539/gjhs.v10n10p55
Twyman L, Bonevski B, Paul C, Bryant J. Perceived barriers to smoking cessation in selected vulnerable groups: A systematic review of the qualitative and quantitative literature. BMJ Open. 2014;4(12):1–15. https://doi.org/10.1136/bmjopen-2014-006414 PMID: 25534212
Naslund JA, Kim SJ, Aschbrenner KA, McCulloch LJ, Brunette MF, Dallery J, et al. Systematic review of social media interventions for smoking cessation. Vol. 73, Addictive Behaviors. Elsevier Ltd; 2017. p. 81–93. https://doi.org/10.1016/j.addbeh.2017.05.002 PMID: 28499259
Lee D, Lee KS, Kim H, Lee Y, Lee MJ, Lee H, et al. Awareness and Needs of Smoking Cessation Services for Female Emotional Laborers, Parcel Delivery Workers, Transportation Workers, and Construction Workers in South Korea. Int J Environ Res Public Health. 2022 Nov 1;19(22). https://doi.org/10.3390/ijerph192215220 PMID: 36429938
Ismail I, Tahlil T, Nurussalam N, Kesuma ZM. The application of social marketing to change smoking behavior of students in traditional islamic boarding schools in aceh. Open Access Maced J Med Sci. 2020 Jan 2;8:606–10. https://doi.org/10.3889/oamjms.2020.5117
Ayuningrum IY, Murti B. Aplikasi Path Analysis dan Structural Equation Model dengan STATA. Program Studi Ilmu Kesehatan Masyarakat UNS; 2019.
Zhao X, White KM, McD Young R. A TPB-Based Smoking Intervention among Chinese High School Students. Subst Use Misuse. 2019 Feb 23;54(3):459–72. https://doi.org/10.1080/10826084.2018.1508298 PMID: 30595056
Pbert L, Dubé CE, Nagawa CS, Simone DP, Wijesundara JG, Sadasivam RS. Vaping cessation support recommendations from adolescents who vape: a qualitative study. BMC Public Health. 2024 Dec 1;24(1). https://doi.org/10.1186/s12889-024-19036-1 PMID: 38886719
Wu M, Coleman M, Abdul Rahaman AR, Edziah BK. Successor selection in family business using theory of planned behaviour and cognitive dimension of social capital theory: evidence from Ghana. Journal of Small Business and Enterprise Development [Internet]. 2020 Jan 1;27(6):905–26. https://doi.org/10.1108/JSBED-05-2019-0152
Cao J, Qiu H, Morrison AM, Wei W. The Role of Social Capital in Predicting Tourists’ Waste Sorting Intentions in Rural Destinations: Extending the Theory of Planned Behavior. Int J Environ Res Public Health. 2022 Oct 1;19(19). https://doi.org/10.3390/ijerph191912789 PMID: 36232090
Khalaf ME, Curtin S, O’Reilly Trace A. Perception and Attitudes of Dental Students towards Their Role in the Delivery of a Brief Smoking Cessation Intervention. Medical Principles and Practice. 2020 Jan 1;29(1):69–74. https://doi.org/10.1159/000501420 PMID: 31185479
Quaye Emmanuel Silva, Mokgethi Kgaiso, Ameyibor Leeford Edem Kojo. Health Self-Identity–Based Motivations and Behavioral Intentions: A Predictive Model and Segmentation Analysis. Soc Mar Q [Internet]. 2021 Nov 16;27(4):347–69. https://doi.org/10.1177/15245004211053853
Riyadi S, Utami KD, Al Madury S, Farid M. Empowerment Model on Adolescent Social Capital for Smoking Cessation Behavior in Sumenep, East Java. Public Health of Indonesia [Internet]. 2025 Jun 12;11(2):141–7. https://doi.org/10.36685/phi.v11i2.984
Zahedi, H., Sahebihagh, M.H., Sarbakhsh, P. et al. The association between cigarette smoking attitudes and social capital among Iranian health and medical students: a cross-sectional study. BMC Public Health 21, 1366 (2021). https://doi.org/10.1186/s12889-021-11435-y
Radian Ilmaskal, Wati, L., Hamdanesti, R., Alkafi, M., & Suci, H. (2022). Adolescent smoking behavior in Indonesia: A longitudinal study. Eduvest Journal of Universal Studies, 2(1), 41–47.
Byrne, B. M. (2016). Structural Equation Modeling with AMOS: Basic Concepts, Applications, and Programming (3rd ed.). Routledge.
Copyright (c) 2025 Media Publikasi Promosi Kesehatan Indonesia (MPPKI)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with Media Publikasi Promosi Kesehatan Indonesia retain the copyright of their work. The journal applies a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0), which grants the following rights:
-
Copyright Retention: Authors retain the copyright of their work, maintaining full control over their intellectual property without restrictions.
-
Right of First Publication: Authors grant the journal the right of first publication of their work. This ensures that the work is initially published and credited in Media Publikasi Promosi Kesehatan Indonesia.
-
License to Share and Reuse: The work is licensed under CC BY-SA 4.0, allowing others to copy, distribute, remix, and build upon the work for any purpose, even commercially, as long as proper credit is given to the authors, and any new creations are licensed under the same terms.