Social Determinant Model of Utilization of Free Health Check Program at Community Health Centers and Its Impact on the Quality of Life of the Community
DOI:
https://doi.org/10.37287/ijghr.v8i6.2655Keywords:
community health center, free health check, quality of life, social determinants, utilization of health servicesAbstract
The Free Health Check (CKG) Program is a promotive and preventive effort to improve early detection of health problems through primary health care services. Although provided free of charge, CKG utilization is not optimal and is influenced by social factors, access, and service delivery. In Surakarta City, as of December 22, 2025, 232,152 of the 588,419 residents had utilized CKG. This condition indicates a gap between service availability and utilization. The utilization of CKG has the potential to improve quality of life through early detection, education, and health follow-up, but research integrating social determinants, CKG utilization, and quality of life is still limited. To analyze the social determinants of CKG utilization, the relationship between CKG utilization and quality of life, and the relationship model between the two in the Surakarta City community. An analytical observational study using a cross-sectional approach involving 500 CKG target respondents from 10 Community Health Centers selected using stratified random sampling. Data were collected through structured interviews using a questionnaire administered directly to respondents. Analysis included univariate, bivariate, and Structural Equation Modeling (SEM) using maximum likelihood with p<0.05. Access to transportation (B=0.271; 95% CI: 0.180–0.362; p<0.001), family support (B=0.345; 95% CI: 0.255–0.435; p<0.001), perceived benefits (B=0.404; 95% CI: 0.312–0.496; p<0.001), and availability of services (B=0.166; 95% CI: 0.048–0.284; p=0.006) were positively associated with CKG utilization, while health needs were negatively associated (B=-0.147; 95% CI: -0.253–-0.041; p=0.007). CKG utilization was positively associated with quality of life (B=1.309; 95% CI: 1.108–1.510; p<0.001). The model showed adequate fit (RMSEA=0.055; CFI=0.915; TLI=0.885; SRMR=0.049). CKG utilization is influenced by access, social factors, perceptions, services, and health needs and is positively associated with quality of life. Strengthening access, family support, education, and facility readiness are needed to increase CKG utilization.
References
Alsadhan, N., Brennan, C., Alhurishi, S. A., Shuweihdi, F., & West, R. M. (2025). Factors influencing colorectal cancer screening decisions among Saudi women: A qualitative study. PLoS ONE, 20(4), e0321086. https://doi.org/10.1371/journal.pone.0321086
Appiah-Kubi, R., Iradukunda, F., Perry, M., Bazile, W., Muwanga, P., & Roberts, S. C. (2025). Transportation barriers to prenatal care among Black/African Americans: A scoping review. Public Health Challenges. https://doi.org/10.1002/puh2.70128
Aqsyari, R., Kurniawan, H. D., Ismandani, R. S., Leemanza, Y., & Handoyo, R. S. (2025). Edukasi perilaku hidup bersih dan sehat serta cek kesehatan. Abdimas Kosala: Jurnal Pengabdian kepada Masyarakat, 4(2), 103–108. https://doi.org/10.37831/akj.v4i2.414
Babitsch, B., Gohl, D., & von Lengerke, T. (2012). Re-revisiting Andersen’s behavioral model of health services use: A systematic review of studies from 1998–2011. GMS Psycho-Social-Medicine, 9, Doc11. https://doi.org/10.3205/psm000089
Cheng, Q., Fattah, RA, Susilo, D., Satrya, A., Haemmerli, M., Kosen, S., Novitasari, D., Puteri, G.C., Adawiyah, E., Hayen, A., Mills, A., Tangcharoensathien, V., Jan, S., Thabrany, H., Asante, A., & Wiseman, V. (2025). Determinants of healthcare utilization under the Indonesian national health insurance system: A cross-sectional study. BMC Health Services Research, 25, 48. https://doi.org/10.1186/s12913-024-11951-8
Gagliardi, J., Brettschneider, C., & König, H.-H. (2021). Health-related quality of life of refugees: A systematic review of studies using the WHOQOL-BREF instrument in general and clinical refugee populations in the community setting. Conflict and Health, 15, 44. https://doi.org/10.1186/s13031-021-00378-1
Hajek, A., Kretzler, B., & König, H.-H. (2021). Determinants of frequent attendance in primary care: A systematic review of longitudinal studies. Frontiers in Medicine, 8, 595674. https://doi.org/10.3389/fmed.2021.595674
Kerse, N., McLean, G., Moyes, S.A., et al. (2021). Primary care variations in rates of unplanned hospitalizations, functional ability, and quality of life of older people. Annals of Family Medicine, 19(4), 316–323.
Ministry of Health of the Republic of Indonesia. (2026). Technical Guidelines for Free Health Checks. Ministry of Health of the Republic of Indonesia.
Lai, S., Lu, L., Zhou, Z., Shen, C., Yang, X., Zhao, Y., et al. (2021). The effects of family physician-contracted services on health-related quality of life and equity in health in China. International Journal for Equity in Health, 20, 15. https://doi.org/10.1186/s12939-020-01348-4
Le Bonniec, A., Sun, S., Andrin, A., Dima, A.L., & Letrilliart, L. (2022). Barriers and facilitators to participation in health screening: An umbrella review across conditions. Prevention Science, 23(7), 1115–1142. https://doi.org/10.1007/s11121-022-01388-y
Lederle, M., Tempes, J., & Bitzer, E.M. (2021). Application of Andersen's behavioral model of health services use: A scoping review with a focus on qualitative health services research. BMJ Open, 11(5), e045018. https://doi.org/10.1136/bmjopen-2020-045018
Niloy, M. T. A., & Kotval-K, Z. (2026). Transportation insecurity, chronic illnesses, and healthcare access: Associations with telehealth utilization, homecare visits, and well-being. Healthcare, 14(14), 2226. https://doi.org/10.3390/healthcare14142226
Singh, J. A., Nelson, D. B., & Nichol, K. L. (2021). Recent health-related quality of life, but not change, predicted mortality and healthcare utilization. Journal of Clinical Epidemiology, 140, 13–21. https://doi.org/10.1016/j.jclinepi.2021.08.023
SoleimanvandiAzar, N., Mohaqeqi Kamal, SH, Sajjadi, H., Ghaedamini Harouni, G., Karimi, SE, Djalalinia, S., & Forouzan, AS (2020). Determinants of outpatient health service utilization according to Andersen's behavioral model: A systematic scoping review. Iranian Journal of Medical Sciences, 45(6), 405–424. https://doi.org/10.30476/ijms.2020.85028.1481
World Health Organization. (2023a). World health statistics 2023: Monitoring health for the SDGs, sustainable development goals.
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