ArticleBMC health services research2020
Cost of seeking care for tuberculosis since the implementation of universal health coverage in Indonesia.
Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 3 of them syntheses that pooled it.
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Who cites it
18 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Delayed detection of leprosy cases: A systematic review of healthcare-related factors.PLoS neglected tropical diseases · 2022Pooled it
- Integrating tuberculosis and noncommunicable diseases care in low- and middle-income countries (LMICs): A systematic review.PLoS medicine · 2022Pooled it
- Individual and community factors determining delayed leprosy case detection: A systematic review.PLoS neglected tropical diseases · 2021Pooled it
- Private sector engagement in tuberculosis detection: a bibliometric analysis.Journal of clinical tuberculosis and other mycobacterial diseases · 2026Review
- Spatiotemporal epidemiology and associated risk factors of tuberculosis incidence and mortality in Indonesia 2017-2022: a nationwide space-time hierarchical analysis.Population health metrics · 2026Article
- Pretreatment out-of-pocket costs for people with drug-resistant tuberculosis in Bandung, Indonesia.PloS one · 2026Article
- Tuberculosis Diagnostic Delays in Indonesian Primary Care Pathways.Annals of global health · 2026Observational
- A methodological review of patient healthcare-seeking journeys from symptom onset to receipt of care.BMJ global health · 2025Review
- The catastrophic cost of TB care: Understanding costs incurred by individuals undergoing TB care in low-, middle-, and high-income settings - A systematic review.PLOS global public health · 2025Article
- Article
- The influence of provider payment mechanisms on TB service provider behavior in Indonesia: insights from National Health Insurance data and provider perspectives.Frontiers in public health · 2025Article
- Individual, community and health systems factors influencing time to notification of tuberculosis: situating software and hardware bottlenecks in local health systems.BMC health services research · 2024Article
- Policy gaps in addressing market failures and intervention misalignments in tuberculosis control: prospects for improvement in China, India, and Indonesia.The Lancet regional health. Western Pacific · 2024Review
- Impact of the COVID-19 pandemic on quality of tuberculosis care in private facilities in Bandung, Indonesia: a repeated cross-sectional standardized patients study.BMC public health · 2024Article
- Stigma, depression, quality of life, and the need for psychosocial support among people with tuberculosis in Indonesia: A multi-site cross-sectional study.PLOS global public health · 2024Article
- Person-centered and youth-oriented interventions to improve TB Care for adolescents and young adults.PLOS global public health · 2024Article
- COVID-19 and Tuberculosis-Related Catastrophic Costs.The American journal of tropical medicine and hygiene · 2020Article
- Patient pathways and delays to diagnosis and treatment of tuberculosis in an urban setting in Indonesia.The Lancet regional health. Western Pacific · 2020Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough tuberculosis (TB) patients often incur high costs to access TB-related services, it was unclear beforehand whether the implementation of universal health coverage (UHC) in Indonesia in 2014 would reduce direct costs and change the pattern of care-seeking behaviour. After its introduction, we therefore assessed TB patients' care-seeking behaviour and the costs they incurred for diagnosis, and the determinants of both.
methodsIn this cross sectional study, we interviewed adult TB patients in urban, suburban, and rural districts of Indonesia in July-September 2016. We selected consecutively patients who had been treated for TB in primary health centers for at least 1 month until we reached at least 90 patients in each district. After establishing which direct and indirect costs they had incurred during the pre-diagnostic phase, we calculated the total costs (in US Dollars). To identify the determinants of these costs, we applied a general linear mixed model to adjust for our cluster-sampling design.
resultsNinety-three patients of the 282 included in our analysis (33%) first sought care at a private clinic. The preference for such clinics was higher among those living in the rural district (aOR 1.88, 95% CI 0.85-4.15, P = 0.119) and among those with a low educational level (aOR 1.69, 95% CI 0.92-3.10, P = 0.090). Visiting a private clinic as the first contact also led to more visits (β 0.90, 95% CI 0.57-1.24, P < 0.001) and higher costs than first visiting a Primary Health Centre, both in terms of direct costs (β = 16.87, 95%CI 10.54-23.20, P < 0.001) and total costs (β = 18.41, 95%CI 10.35-26.47, P < 0.001).
conclusionDespite UHC, high costs of TB seeking care remain, with direct medical costs contributing most to the total costs. First seeking care from private providers tends to lead to more pre-diagnostic visits and higher costs. To reduce diagnostic delays and minimize patients' costs, it is essential to strengthen the public-private mix and reduce the fragmented system between the national health insurance scheme and the National TB Programme.
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