Bieżący numer
Aktualności
Od Redakcji czerwiec 2022
Zaproszenie
Od Redakcji wrzesień 2022
Od Redakcji listopad 2022
Od Redakcji styczeń 2023
Od Redakcji marzec 2023
Od Redakcji wrzesień 2023
Od Redakcji grudzień 2023
Od Redakcji lipiec 2025
Archiwum
O czasopiśmie
O nas
Cel i zakres tematyczny czasopisma
Zespół redakcyjny
Polityka Open Access
Indeksowanie i punktacja
Kontakt
Prenumerata - dotyczy tylko wersji drukowanej czasopisma
Online first
Model biznesowy
Standardy etyczne
ARTYKUŁ ORYGINALNY
Prawdopodobieństwo wpływu czynników demograficznych i ekonomicznych na konsumpcję
papierosów tytoniowych w Indonezji
1
Faculty of Economics and Business, Universitas Negeri Surabaya, Indonesia
2
Faculty of Economics and Business, Universitas Airlangga, Indonesia
3
Faculty of Management and Business, Universiti Teknologi Mara, Malaysia
Data nadesłania: 05-12-2025
Data ostatniej rewizji: 25-01-2026
Data akceptacji: 04-02-2026
Data publikacji online: 17-07-2026
Data publikacji: 17-07-2026
Autor do korespondencji
Economic and Regional Studies 2026;19(2):317-332
SŁOWA KLUCZOWE
KODY KLASYFIKACJI JEL
E21: E24: E25
DZIEDZINY
STRESZCZENIE
Subject and purpose of work: This study analyzes the influence of demographic and economic factors on tobacco consumption probability in Indonesia Materials and methods: Using 2020 SUSENAS data (n=1,002,741), binary logistic regression examined factors like age, gender, marital status, education, income, health insurance, and assets. The analysis incorporates pseudo R-square, simultaneous, and partial tests to assess
model fit and variable significance. Results: The findings indicate that age, gender, marital status, education level, health insurance
ownership, and asset ownership significantly influence the probability of tobacco cigarette
consumption. Notably, health insurance ownership and asset ownership serve as protective
factors, reducing the likelihood of smoking. Conclusions: Economic security indicators reduce smoking likelihood. Integrated strategies—education, insurance expansion, asset-building, and excise policies—are needed to curb smoking prevalence.
REFERENCJE (62)
1.
Abbasi-Kangavari, M., Masinaei, M., Fattahi, N., Rahimi, Y., Rezaei, N., Azadnajafabad, S., Ghanbari, A., Fakhimi, R., Jourahmad, Z., Ghamari, S.-H., Malekpour, M.R., Ahmadi, N., Hajebi, A., Jafarpour, H., & Farzadfar, F. (2021). Current Inequities in Smoking Prevalence on District Level in Iran: A Systematic Analysis on the STEPS Survey. Journal of Research in Health Sciences, 22(1), e00540. https://doi.org/10.34172/jrhs.....
2.
Agirdas, C. (2022). How Did the Affordable Care Act Affect Risky Health Behaviors? Applied Health Economics and Health Policy, 20(3), 405-416. https://doi.org/10.1007/s40258....
3.
Alcaraz, A., Caporale, J., Bardach, A., Augustovski, F., & Pichon-Riviere, A. (2016). Burden of disease attributable to tobacco use in Argentina and potential impact of price increases through taxes. Revista Panamericana de Salud Publica/Pan American Journal of Public Health, 40(4), 204-212. https://www.scopus.com/inward/....
4.
Álvarez, J. M. M., Almeida, A., Golpe, A. A., & Vides, J. C. (2021). The influence of cigarette price on the cigarette consumption in Spain: a Logarithmic Mean Divisia Index analysis from 1957 to 2018. Revista Espanola de Salud Publica, 95. https://www.scopus.com/inward/... 85101047741&partnerID=40&md5=8ede6c34603db67dd0da1a18dbece6df.
5.
Assari, S., & Bazargan, M. (2020). Educational Attainment and Tobacco Harm Knowledge Among American Adults: Diminished Returns of African Americans and Hispanics. International Journal of Epidemiologic Research, 7(1).
6.
Assari, S., Caldwell, C., & Bazargan, M. (2020). Parental educational attainment and relatives’ substance use of American youth: Hispanics Diminished Returns. Journal of Biosciences and Medicines, 8(2), 122-134. https://doi.org/10.4236/jbm.20....
7.
Azar, S. A. (2021). Measuring the US Marginal Propensity to Consume. Economics Bulletin, 41(2), 283-292. https://www.scopus.com/inward/....
8.
Cardarelli, K., Westneat, S., Dunfee, M., May, B., Schoenberg, N., & Browning, S. (2021). Persistent disparities in smoking among rural Appalachians: evidence from the Mountain Air Project. BMC Public Health, 21(1), 270. https://doi.org/10.1186/s12889....
9.
Chelwa, G., & Koch, S. F. (2019). The effect of tobacco expenditure on expenditure shares in South African households: A genetic matching approach. PloS One, 14(9), e0222000. https://doi.org/10.1371/journa....
10.
Connolly, M. P., Baker, C. L., & Kotsopoulos, N. (2018). Estimating the public economic consequences of introducing varenicline smoking cessation therapy in South Korea using a fiscal analytic framework. Journal of Medical Economics, 21(6), 571-576. https://doi.org/10.1080/136969....
11.
Creswell, J. W., & Creswell, J. D. (2017). Research Desain: Qualitative, Quantitative, and Mixed Methods Approaches (5th ed.). SAGE Publications, Inc. https://www.ptonline.com/artic....
12.
Djutaharta, T., Nachrowi, N. D., Ananta, A., & Martianto, D. (2021). Impact of price and non-price policies on household cigarette consumption and nutrient intake in smoking-tolerant Indonesia. BMJ Open, 11(1), e039211. https://doi.org/10.1136/bmjope....
13.
Djutaharta, T., Wiyono, N. H., Monica, Y., Ahsan, A., Kusuma, D., & Amalia, N. (2022). Cigarette Consumption and Nutrient Intake in Indonesia: Study of Cigarette-Consuming Households. Asian Pacific Journal of Cancer Prevention, 23(4), 1325-1330. https://doi.org/10.31557/APJCP....
14.
Effendi, D. E., Ardani, I., Handayani, S., Agustiya, R. I., Nugroho, A. P., Oktriyanto, O., Paramita, A., Febriyanty, D., Novita, R., & Yulianto, A. (2024). Factors associated with quitting smoking among males: Findings from Indonesian national health survey. Clinical Epidemiology and Global Health, 28. https://doi.org/10.1016/j.cegh....
15.
Fomum, T. A., & Jesse, A. M. (2017). Exploring the relationship between financial inclusion and assets accumulation in South Africa. International Journal of Social Economics, 44(12), 2157-2172. https://doi.org/10.1108/IJSE-1....
16.
Gligoric, D., Petković, S., Pepić, A., Ateljevic, J., & Vukojevic, B. (2020). Estimation of Price Elasticity of Demand for Cigarettes in Bosnia and Herzegovina – Macro Data Analysis. Economic Analysis, 53, 59-71. https://doi.org/10.28934/ea.20....
17.
Hendel, K. R., Vaughan, E., Kirschmann, J. M., & Johnston, C. A. (2024). Moving Beyond Raising Awareness: Addressing Barriers. American Journal of Lifestyle Medicine, 18(6), 740-743. https://doi.org/10.1177/155982....
18.
Hoek, J., & Smith, K. (2016). A qualitative analysis of low income smokers’ responses to tobacco excise tax increases. International Journal of Drug Policy, 37, 82-89. https://doi.org/10.1016/j.drug....
19.
Huesca, L., Llamas, L., & Sobarzo, H. (2022). Tobacco industry in Mexico: a general equilibrium analysis. Tobacco Control, 31(Suppl 2), 118-123. https://doi.org/10.1136/tobacc....
20.
Hummel, K., van den Putte, B., Mons, U., Willemsen, M. C., Fong, G. T., Andler, R., de Vries, H., & Nagelhout, G. E. (2019). The role of income and psychological distress in the relationship between work loss and smoking cessation: Findings from three International Tobacco Control (ITC) Europe countries. Tobacco Prevention & Cessation, 5, 42. https://doi.org/10.18332/tpc/1....
21.
Husain, M. J., Datta, B. K., Virk-Baker, M. K., Parascandola, M., & Khondker, B. H. (2018). The crowding- out effect of tobacco expenditure on household spending patterns in Bangladesh. PloS One, 13(10), e0205120. https://doi.org/10.1371/journa....
22.
Husain, M. J., Virk-Baker, M., Parascandola, M., Khondker, B. H., & Ahluwalia, I. B. (2016). Money Gone Up in Smoke: The Tobacco Use and Malnutrition Nexus in Bangladesh. Annals of Global Health, 82(5), 749-759.e1. https://doi.org/10.1016/j.aogh....
23.
Hustus, C. L., & Owens, J. S. (2018). Assessing Readiness for Change Among School Professionals and Its Relationship with Adoption and Reported Implementation of Mental Health Initiatives. Child and Youth Care Forum, 47(6), 829-844. https://doi.org/10.1007/s10566....
24.
Jahnel, T., Ferguson, S. G., Shiffman, S., & Schüz, B. (2019). Daily stress as link between disadvantage and smoking: An ecological momentary assessment study. BMC Public Health, 19(1). https://doi.org/10.1186/s12889....
25.
Kautsar, A., & Nizamie, G. V. (2021). Analisis Faktor-Faktor Yang Mempengaruhi Konsumsi Rokok di Indonesia. Kajian Ekonomi Dan Keuangan, 5(2), 158-170. https://doi.org/10.31685/kek.v....
26.
Keller, L., Gollwitzer, P., & Sheeran, P. (2020). Changing Behavior Using the Model of Action Phases (77-88). https://doi.org/10.1017/978110....
28.
Kharkova, O. A., Krettek, A., Grjibovski, A. M., Nieboer, E., & Odland, J. Ø. (2016). Prevalence of smoking before and during pregnancy and changes in this habit during pregnancy in Northwest Russia: A Murmansk County birth registry study. Reproductive Health, 13(1). https://doi.org/10.1186/s12978....
29.
Klein, A. (2016). Using the “wife-beater” shirt to teach about hegemony and counterhegemony. Communication Teacher, 30(2), 100-105. https://doi.org/10.1080/174046....
30.
Kostova, D., Xu, X., Babb, S., McMenamin, S. B., & King, B. A. (2018). Does State Medicaid Coverage of Smoking Cessation Treatments Affect Quitting? Health Services Research, 53(6), 4725-4746. https://doi.org/10.1111/1475-6....
31.
Kuntz, B., Zeiher, J., Hoebel, J., & Lampert, T. (2016). Social Inequality, Smoking, and Health. Suchttherapie, 17(3), 115-123. https://doi.org/10.1055/s-0042....
32.
Landais, L. L., Van Wijk, E. C., & Harting, J. (2021). Smoking Cessation in Lower Socioeconomic Groups: Adaptation and Pilot Test of a Rolling Group Intervention. BioMed Research International, 2021. https://doi.org/10.1155/2021/8....
33.
Lee, Y.-H., Chang, Y.-C., Shelley, M., & Liu, C.-T. (2020). Examining the Associations of Smoking Behavior and Obesity Among Older Adults in China: Should We Consider Food Consumption Behaviors? Journal of Aging and Health, 32(7-8), 904-915. https://doi.org/10.1177/089826....
34.
Lloyd-Sherlock, P., Agrawal, S., & Gómez-Olivé, F. X. (2020). Pensions, consumption and health: evidence from rural South Africa. BMC Public Health, 20(1), 1577. https://doi.org/10.1186/s12889....
35.
Magati, P., Mureithi, L., & Nyangena, W. (2020). Impact of Tobacco Expenditure on Household Spending Patterns in Kenya. European Scientific Journal ESJ, 16. https://doi.org/10.19044/esj.2....
36.
Malta, D. C., Gomes, C. S., de Souza Júnior, P. R. B., Szwarcwald, C. L., de Azevedo Barros, M. B., Machado, Í. E., Romero, D. E., Lima, M. G., da Silva, A. G., Sady Prates, E. J., de Magalhães Cardoso, L. S., Damacena, G. N., Werneck, A. O., da Silva, D. R. P., & Azevedo, L. O. (2021). Factors associated with increased cigarette consumption in the Brazilian population during the COVID-19 pandemic. Cadernos de Saude Publica, 37(3). https://doi.org/10.1590/0102-3....
37.
Mao, W., Zhang, Y., Xu, L., Miao, Z., Dong, D., & Tang, S. (2020). Does health insurance impact healthservice utilization among older adults in urban China? A nationwide cross-sectional study. BMC Health Services Research, 20(1), 630. https://doi.org/10.1186/s12913....
38.
Marianti, A., & Prayitno, B. (2020). Analisis Pengaruh Faktor Sosial Ekonomi, Pendapatan dan Harga Rokok Terhadap Konsumsi Rokok di Indonesia. Economie : Jurnal Ilmu Ekonomi, 2(1). https://doi. org/http://dx.doi.org/10.30742/eco....
39.
Masa-Ud, A. G. A., Chelwa, G., & van Walbeek, C. (2020). Does tobacco expenditure influence household spending patterns in Ghana?: Evidence from the Ghana 2012/2013 Living Standards Survey. Tobacco Induced Diseases, 18, 48. https://doi.org/10.18332/tid/1....
40.
Moradi, G., Goodarzi, E., & Khosravi, A. (2021). Socioeconomic inequalities in tobacco smoking in women aged 15-54 in Iran: A multilevel model. Journal of Preventive Medicine and Hygiene, 62(2), E555–E563. https://doi.org/10.15167/2421-....
41.
Mostofsky, E., Buring, J. E., & Mukamal, K. J. (2024). Beer taxes associate with lower alcohol and cigarette use; cigarette taxes associate with lower cigarette but higher alcohol use. American Journal of Drug and Alcohol Abuse, 50(3), 382-390. https://doi.org/10.1080/009529....
42.
Nakaseko, E., Kotera, S., & Nakazawa, M. (2020). Factors Associated with Smoking and Drinking among Early Adolescents in Vanuatu: A Cross-Sectional Study of Adolescents and Their Parents. International Journal of Environmental Research and Public Health, 17(22). https://doi.org/10.3390/ijerph....
43.
Nargis, N., Zheng, R., Xu, S. S., Fong, G. T., Feng, G., Jiang, Y., Wang, Y., & Hu, X. (2019). Cigarette Affordability in China, 2006-2015: Findings from International Tobacco Control China Surveys. International Journal of Environmental Research and Public Health, 16(7). https://doi.org/10.3390/ijerph....
44.
Nasir, M. A., Wardhono, A., & Qori’ah, C. G. (2023). Determinants of Tobacco Supply in Indonesia: Generalized Method of Moment Approach. AIP Conference Proceedings, 2583. https://doi.org/10.1063/5.0116....
45.
Ouedraogo, E., Ouoba, Y. G., & Emmanuel, L. (2020). The Social and Economic Correlates of Tobacco Consumption in Developing Countries Compared to Developed Countries: Evidence from Burkina Faso and Canada. Global Journal of Health Science, 12, 33. https://doi.org/10.5539/gjhs.v....
46.
Pengpid, S., Peltzer, K., & Anantanasuwong, D. (2024). Marital status, marital transition and health behaviour and mental health outcomes among middle-aged and older adults in Thailand: A national longitudinal study. Archives of Gerontology and Geriatrics, 117. https://doi.org/10.1016/j.arch....
47.
Schwartz, R., Haji, F., Babayan, A., Longo, C., & Ferrence, R. (2017). Public health policy in support of insurance coverage for smoking cessation treatments. Healthcare Policy, 12(4), 56-68. https://doi.org/10.12927/hcpol....
48.
Setyawati, A., Marohabutr, T., Meemon, N., & Paek, S. C. (2021). National health insurance in indonesia and its impact on health-seeking behavior. Asia-Pacific Social Science Review, 21(3), 214-228. https://www.scopus.com/inward/....
49.
Singh, A., Owusu-Dabo, E., Mdege, N., McNeill, A., Britton, J., & Bauld, L. (2020). A situational analysis of tobacco control in Ghana: progress, opportunities and challenges. Journal of Global Health Reports, 4, e2020015. https://doi.org/10.29392/001c.....
50.
Stinson, S., Chieng, A., & Prochaska, J. J. (2020). Discretionary spending priorities of unemployed, job-seeking adults who smoke cigarettes. Addictive Behaviors Reports, 11. https://doi.org/10.1016/j.abre....
51.
Sun, S., Yu, H., Ling, J., Yao, D., Chen, H., & Liu, G. (2023). The influence of health literacy and knowledge about smoking hazards on the intention to quit smoking and its intensity: an empirical study based on the data of China’s health literacy investigation. BMC Public Health, 23(1). https://doi.org/10.1186/s12889....
52.
Swarnata, A., Kamilah, F. Z., Melinda, G., & Adrison, V. (2024). The Impoverishing Effect ofTobacco Use in Indonesia. Nicotine and Tobacco Research, 26(10), 1331-1338. https://doi.org/10.1093/ntr/nt....
53.
Swarnata, A., Kamilah, F. Z., Wisana, I. D. G. K., Meilissa, Y., & Kusnadi, G. (2024). Crowding-out effect of tobacco consumption in Indonesia. Tobacco Control, 33, 81-87. https://doi.org/10.1136/tc-202....
54.
Tambe, J., Onana, Y., Dongmo, S., Nguefack-Tsague, G., & Ongolo-Zogo, P. (2021). Health Insurance Ownership and Quality of Computed Tomography Requests: Experience from a Peripheral Referral Hospital in Cameroon. Radiology Research and Practice, 2021, 9959114. https://doi.org/10.1155/2021/9....
55.
Tomioka, K., Kurumatani, N., & Saeki, K. (2020). The Association Between Education and Smoking Prevalence, Independent of Occupation: A Nationally Representative Survey in Japan. Journal of Epidemiology, 30(3), 136-142. https://doi.org/10.2188/jea.JE....
56.
Van Hasselt, M., Kruger, J., Han, B., Caraballo, R. S., Penne, M. A., Loomis, B., & Gfroerer, J. C. (2015). The relation between tobacco taxes and youth and young adult smoking: What happened following the 2009 U.S. federal tax increase on cigarettes? Addictive Behaviors, 45, 104-109. https://doi.org/10.1016/j.addb....
57.
Verona, L., Diana, N. E., & Fatah, G. S. A. (2022). Virginia tobacco sustainable production in Indonesia. IOP Conference Series: Earth and Environmental Science, 974(1). https://doi.org/10.1088/1755-1....
58.
Virk-Baker, M., Husain, M. J., & Parascandola, M. (2019). Comparative analysis of diet and tobacco use among households in Bangladesh. Tobacco Prevention & Cessation, 5, 12. https://doi.org/10.18332/tpc/1....
59.
Vladisavljevic, M., Zubović, J., Jovanovic, O., & Đukić, M. (2024). Crowding-out effect of tobacco consumption in Serbia. Tobacco Control, 33(Suppl 2), 88-94. https://doi.org/10.1136/tc-202....
60.
Webb, P. (2009). Up in Smoke: Tobacco Use, Expenditure on Food, and Child Malnutrition in Developing Countries. Economic Development and Cultural Change, 58, 1-23. https://doi.org/10.1086/605207.
61.
Yıldız, F. (2020). Determinants of Cigarette Consumption in Turkey: An ARDL Bounds Testing Approach. Addicta The Turkish Journal on Addictions, 7, 74-80. https://doi.org/10.5152/ADDICT....
62.
Zhou, S., Zhou, C., Yuan, Q., & Wang, Z. (2022). Universal Health Insurance Coverage and the Economic Burden of Disease in Eastern China: A Pooled Cross-Sectional Analysis From the National Health Service Survey in Jiangsu Province. Frontiers in Public Health, 10, 738146. https://doi.org/10.3389/fpubh.....
| eISSN: | 2451-182X |
| ISSN: | 2083-3725 |
„Digitalizacja czasopisma Economic and Regional Studies/ Studia Ekonomiczne i Regionalne – zadanie finansowane w ramach umowy Nr 819/P-DUN/2018 ze środków Ministra Nauki i Szkolnictwa Wyższego przeznaczonych na działalność upowszechniającą naukę”.
© 2006-2026 Journal hosting platform by Bentus
Przetwarzamy dane osobowe zbierane podczas odwiedzania serwisu. Realizacja funkcji pozyskiwania informacji o użytkownikach i ich zachowaniu odbywa się poprzez dobrowolnie wprowadzone w formularzach informacje oraz zapisywanie w urządzeniach końcowych plików cookies (tzw. ciasteczka). Dane, w tym pliki cookies, wykorzystywane są w celu realizacji usług, zapewnienia wygodnego korzystania ze strony oraz w celu monitorowania ruchu zgodnie z Polityką prywatności. Dane są także zbierane i przetwarzane przez narzędzie Google Analytics (więcej).
Możesz zmienić ustawienia cookies w swojej przeglądarce. Ograniczenie stosowania plików cookies w konfiguracji przeglądarki może wpłynąć na niektóre funkcjonalności dostępne na stronie.
Możesz zmienić ustawienia cookies w swojej przeglądarce. Ograniczenie stosowania plików cookies w konfiguracji przeglądarki może wpłynąć na niektóre funkcjonalności dostępne na stronie.
