Objectives This study examined the effect of out-of-pocket (OOP) payment reduction on the potential utilization of low-value magnetic resonance imaging (MRI) across income groups.
Methods We conducted an experimental vignette survey using a proportional quota-based sample of individuals in Korea (n=1229). In two hypothetical vignettes, participants were asked whether they would be willing to use MRI if they had uncomplicated headache and non-specific low back pain, each before and after OOP payment reduction. To account for the possible role of physician inducement, half of the participants were initially presented with vignettes that included a physician recommendation for low-value care. The predicted probability, slope index of inequality (SII), and relative index of inequality (RII) were calculated using logistic regression.
Results Before OOP payment reduction, the lowest income quintile was least likely to use low-value MRI regardless of physician inducement (36.7-49.6% for low back pain; 30.5-39.3% for headache). After OOP payment reduction, almost all individuals in each income quintile were willing to use low-value MRI (89.8-98.0% for low back pain; 78.1-90.3% for headache). Absolute and relative inequalities concerning potential low-value MRI utilization decreased after OOP payments were reduced, even without physician inducement (SII: from 8.15 to 5.37%, RII: from 1.20 to 1.06 for low back pain; SII: from 6.99 to 0.83%, RII: from 1.20 to 1.01 for headache).
Conclusions OOP payment reduction for MRI has the potential to increase low-value care utilization among all income groups while decreasing inequality in low-value care utilization.
Summary
Korean summary
실험적 비네트 디자인을 활용하여 환자 본인부담금 감소가 잠재적 저가치 MRI 이용에 미치는 영향을 소득 수준별로 분석한 연구이다. 본인부담금 감소로 인해 잠재적 저가치 MRI 이용은 모든 소득 수준에서 증가하고 잠재적 저가치 MRI 이용의 소득 수준에 따른 차이는 감소하는 결과를 보였다.
Citations
Citations to this article as recorded by
Socioeconomic inequality in organized and opportunistic screening for colorectal cancer: results from the Korean National Cancer Screening Survey, 2009-2021 Xuan Quy Luu, Kyeongmin Lee, Jae Kwan Jun, Mina Suh, Kui Son Choi Epidemiology and Health.2023; 45: e2023086. CrossRef
Objectives Throughout history, societies have been impacted by inequality. Many studies have been conducted on the topic more broadly, but only a few have investigated inequalities in out-of-pocket health payments (OHP). This study measures OHP inequality trends among the Iranian households.
Methods This study used data from the Iranian Statistics Center on Iranian household income and expenditures. The analysis included a total of 995 300 households during the 36 years from 1984 to 2019. The Gini coefficient, Atkinson index, and Theil index were calculated for Iranian OHP.
Results Average Iranian household OHP increased from 33 US dollar (USD) in 1984 to 47 USD in 2019. During this 36-year span, the average±standard deviation Gini coefficient for OHP was 0.73±0.04, and the Atkinson and Theil indexes were 0.68±0.05 and 1.14±0.29, respectively. The Gini coefficients for the subcategories of OHP of outpatient diagnostic services, medical assistant accessories, hospital inpatient services, and addiction cessation were 0.70, 0.61, 0.84, and 0.64, respectively.
Conclusions In this study, we scrutinized trends of inequality in the OHP of Iranian households. Inequality in OHP decreased slightly over the past four decades. An analysis of trends among different subgroups revealed that affluent households, such as households with insurance coverage and households in higher income deciles, experienced higher inequality. Therefore, lower inequality in health care expenditures may be related to restricted access to health care services in Iran.
Summary
Citations
Citations to this article as recorded by
Decomposition of Healthcare Utilization Inequality in Iran: The Prominent Role of Health Literacy and Neighborhood Characteristics Neda Soleimanvandiazar, Seyed Hossein Mohaqeqi Kamal, Mehdi Basakha, Salah Eddin Karimi, Sina Ahmadi, Gholamreza Ghaedamini Harouni, Homeira Sajjadi, Ameneh Setareh Forouzan INQUIRY: The Journal of Health Care Organization, Provision, and Financing.2024;[Epub] CrossRef
Objectives To relieve the financial burden faced by households, the Korean National Health Insurance (NHI) system introduced a “copayment ceiling,” which evolved into a differential ceiling in 2009, with the copayment ceiling depending on patients’ income. This study aimed to examine the effect of the differential copayment ceiling on financial protection and healthcare utilization, particularly focusing on whether its effects varied across different income groups.
Methods This study obtained data from the Korea Health Panel. The number of households included in the analysis was 6555 in 2008, 5859 in 2009, 5539 in 2010, and 5372 in 2011. To assess the effects of the differential copayment ceiling on utilization, out-of-pocket (OOP) payments, and catastrophic payments, various random-effects models were applied. Utilization was measured as treatment days, while catastrophic payments were defined as OOP payments exceeding 10% of household income. Among the right-hand side variables were the interaction terms of the new policy with income levels, as well as a set of household characteristics.
Results The differential copayment ceiling contributed to increased utilization regardless of income levels both in all patients and in cancer patients. However, the new policy did not seem to reduce significantly the incidence of catastrophic payments among cancer patients, and even increased the incidence among all patients.
Conclusions The limited effect of the differential ceiling can be attributed to a high proportion of direct payments for services not covered by the NHI, as well as the relatively small number of households benefiting from the differential ceilings; these considerations warrant a better policy design.
Summary
Citations
Citations to this article as recorded by
Network analysis of stroke systems of care in Korea Jihoon Kang, Hyunjoo Song, Seong Eun Kim, Jun Yup Kim, Hong-Kyun Park, Yong-Jin Cho, Kyung Bok Lee, Juneyoung Lee, Ji Sung Lee, Ah Rum Choi, Mi Yeon Kang, Philip B Gorelick, Hee-Joon Bae BMJ Neurology Open.2024; 6(1): e000578. CrossRef
Has South Korea achieved the goals of national health insurance? Trends in financial protection of households between 2011 and 2018 Sujin Kim, Soonman Kwon Social Science & Medicine.2023; 326: 115929. CrossRef
Cancer care patterns in South Korea: Types of hospital where patients receive care and outcomes using national health insurance claims data Dong‐Woo Choi, Sun Jung Kim, Seungju Kim, Dong Wook Kim, Wonjeong Jeong, Kyu‐Tae Han Cancer Medicine.2023; 12(13): 14707. CrossRef
Changes in health care utilization and financial protection after integration of the rural and urban social health insurance schemes in Beijing, China Zhenyu Shi, Ping He, Dawei Zhu, Feng Lu, Qingyue Meng BMC Health Services Research.2022;[Epub] CrossRef
News media’s framing of health policy and its implications for government communication: A text mining analysis of news coverage on a policy to expand health insurance coverage in South Korea Wonkwang Jo, Myoungsoon You Health Policy.2019; 123(11): 1116. CrossRef
Objectives As in many low-income and middle-income countries, out-of-pocket (OOP) payments by patients or their families are a key healthcare financing mechanism in Bangladesh that leads to economic burdens for households. The objective of this study was to identify whether and to what extent socioeconomic, demographic, and behavioral factors of the population had an impact on OOP expenditures in Bangladesh.
Methods A total of 12 400 patients who had paid to receive any type of healthcare services within the previous 30 days were analyzed from the Bangladesh Household Income and Expenditure Survey data, 2010. We employed regression analysis for identify factors influencing OOP health expenditures using the ordinary least square method.
Results The mean total OOP healthcare expenditures was US dollar (USD) 27.66; while, the cost of medicines (USD 16.98) was the highest cost driver (61% of total OOP healthcare expenditure). In addition, this study identified age, sex, marital status, place of residence, and family wealth as significant factors associated with higher OOP healthcare expenditures. In contrary, unemployment and not receiving financial social benefits were inversely associated with OOP expenditures.
Conclusions The findings of this study can help decision-makers by clarifying the determinants of OOP, discussing the mechanisms driving these determinants, and there by underscoring the need to develop policy options for building stronger financial protection mechanisms. The government should consider devoting more resources to providing free or subsidized care. In parallel with government action, the development of other prudential and sustainable risk-pooling mechanisms may help attract enthusiastic subscribers to community-based health insurance schemes.
Summary
Citations
Citations to this article as recorded by
Financing and provision of healthcare for two billion people in low-income nations: Is the cooperative healthcare model a solution? William C. Hsiao, Winnie Yip Social Science & Medicine.2024; 345: 115730. CrossRef
The effectiveness of a government-sponsored health protection scheme in reducing financial risks for the below-poverty-line population in Bangladesh Md Zahid Hasan, Sayem Ahmed, Gazi Golam Mehdi, Mohammad Wahid Ahmed, Shams El Arifeen, Mahbub Elahi Chowdhury Health Policy and Planning.2024; 39(3): 281. CrossRef
Impact of Socioeconomic Factors and Health Insurance Coverage on Out-of-Pocket Health Expenditure among Ghanaian Women: Implications for Health Financing Policy Michael Ekholuenetale, Chimezie Igwegbe Nzoputam, Charity Ehimwenma Joshua, Amadou Barrow, Sylvester Chima Advances in Public Health.2024; 2024: 1. CrossRef
Socio-demographic and economic profile of households with catastrophic health expenditures in Muanda, Boma and Matadi in 2022: a household cross-sectional study Bijou Masokolo, Marie Claire Muyer, Marcelo Kalonji, Branly Mbunga, Landry Egbende, Steve Botomba, Fulbert Kwilu Journal of Global Health Economics and Policy.2024;[Epub] CrossRef
A predictive modeling for health expenditure using neural networks strategies Mohammad H. Saleh, Rami S. Alkhawaldeh, Jamil J. Jaber Journal of Open Innovation: Technology, Market, and Complexity.2023; 9(3): 100132. CrossRef
Catastrophic Health Expenditure and Out-of-pocket Payments for Percutaneous Coronary Intervention (PCI) and Coronary Artery Bypass Grafting (CABG) Sulmaz Ghahramani, AmirAli Rastegar Kazerooni, Sedigheh Hasannia, Mohammad Sayari, Amir Hossein Rastegar Kazerooni, Kamran Bagheri Lankarani Jundishapur Journal of Chronic Disease Care.2023;[Epub] CrossRef
Government measures to address out-of-pocket health expense in Kazakhstan Yerik Bukatov, Galiya Gimranova Cogent Economics & Finance.2023;[Epub] CrossRef
Determinants of catastrophic household health expenditure in Nigeria Olaide Sekinat Opeloyeru, Akanni Olayinka Lawanson International Journal of Social Economics.2023; 50(6): 876. CrossRef
Socioeconomic Determinants of Out-Of-Pocket Health Care Expenditures in Turkey Mustafa ÖZER Fiscaoeconomia.2023; 7(2): 1196. CrossRef
Magnitude and trends in inequalities in healthcare‐seeking behavior for pneumonia and mortality rate among under‐five children in Bangladesh: Evidence from nationwide cross‐sectional survey 2007 to 2017 Satyajit Kundu, Md Wahidur Rahman Nizum, Fahmida Fayeza, Syed Sharaf Ahmed Chowdhury, Jhantu Bakchi, Azaz Bin Sharif Health Science Reports.2023;[Epub] CrossRef
Determinants of Health Expenditure Among the Informal Workers of India: Is It Always Catastrophic? Rajyasri Roy, Amit Kundu Journal of Health Management.2023;[Epub] CrossRef
Socio-economic inequalities in diabetes and prediabetes among Bangladeshi adults Abdur Razzaque Sarker, Moriam Khanam Diabetology International.2022; 13(2): 421. CrossRef
Medical countermeasures against henipaviruses: a review and public health perspective Raúl Gómez Román, Nadia Tornieporth, Neil George Cherian, Amy C Shurtleff, Maïna L’Azou Jackson, Debra Yeskey, Adam Hacker, Eric Mungai, Tung Thanh Le The Lancet Infectious Diseases.2022; 22(1): e13. CrossRef
Inequalities in Undiagnosed Hypertension Among Adult Population in Bangladesh: Evidence from a Nationally Representative Survey Mohammad Rifat Haider, Rajat Das Gupta High Blood Pressure & Cardiovascular Prevention.2022; 29(1): 57. CrossRef
Magnitude and determinants of inpatient health expenditure among the elderly in India Chandrima Chatterjee, Narayan Chandra Nayak, Jitendra Mahakud The International Journal of Health Planning and Management.2022; 37(3): 1402. CrossRef
Health Care Utilization and Out-of-Pocket Payments among Elderly with Cognitive Frailty in Malaysia Ahmed Abdelmajed Alkhodary, Syed Mohamed Aljunid, Aniza Ismail, Amrizal Muhammad Nur, Suzana Shahar International Journal of Environmental Research and Public Health.2022; 19(6): 3361. CrossRef
Determinants of Turkish households' out‐of‐pocket expenditures on three categories of health care services: A multivariate probit approach Ayşenur Demir, Ömer Alkan, Abdulbaki Bilgiç, Wojciech J. Florkowski, Abdulkerim Karaaslan The International Journal of Health Planning and Management.2022; 37(4): 2303. CrossRef
Out-of-pocket expenditure on medicines in Bangladesh: An analysis of the national household income and expenditure survey 2016–17 Edson Serván-Mori, Md Deen Islam, Warren A. Kaplan, Rachel Thrasher, Veronika J. Wirtz, Mohammad Bellal Hossain PLOS ONE.2022; 17(9): e0274671. CrossRef
Financial hardship and mental health conditions in people with underlying health conditions during the COVID-19 pandemic in Bangladesh Md.Safaet Hossain Sujan, Rafia Tasnim, Md. Saiful Islam, Most.Zannatul Ferdous, Atefehsadat Haghighathoseini, Kamrun Nahar Koly, Shahina Pardhan Heliyon.2022; 8(9): e10499. CrossRef
The burden of chronic diseases and patients' preference for healthcare services among adult patients suffering from chronic diseases in Bangladesh Rashidul A. Mahumud, Marufa Sultana, Satyajit Kundu, Md. A. Rahman, Sabuj K. Mistry, Joseph K. Kamara, Mostafa Kamal, Mohammad A. Ali, Md. G. Hossain, Cristy Brooks, Asaduzzaman Khan, Khorshed Alam, Andre M. N. Renzaho Health Expectations.2022; 25(6): 3259. CrossRef
Assessing the inequality in out-of-pocket health expenditure among the chronically and non-chronically ill in Saudi Arabia: a Blinder-Oaxaca decomposition analysis Mohammed Khaled Al-Hanawi, Purity Njagi International Journal for Equity in Health.2022;[Epub] CrossRef
Hefty fee for a healthy life: finding predictors by econometric comparison Asif Imtiaz, Shanthi Johnson, Noor Muhammad Khan, Md. Akram Hossain Journal of Public Health.2021; 29(4): 957. CrossRef
Catastrophic Health Expenditure among Chronic Patients Attending Dessie Referral Hospital, Northeast Ethiopia Yohannes Shumet, Solomon Ahmed Mohammed, Mesfin Haile Kahissay, Birhanu Demeke ClinicoEconomics and Outcomes Research.2021; Volume 13: 99. CrossRef
Inequalities in out-of-pocket health expenditure among women of reproductive age: after-effects of national health insurance scheme initiation in Ghana Michael Ekholuenetale, Amadou Barrow Journal of the Egyptian Public Health Association.2021;[Epub] CrossRef
The price of quality care: cross‐sectional associations between out‐of‐pocket payments and quality of care in six low‐income countries Anna Gage, Amit Aryal, Jean Paul Joseph, Jessica Cohen Tropical Medicine & International Health.2021; 26(6): 701. CrossRef
Willingness to help climate migrants: A survey experiment in the Korail slum of Dhaka, Bangladesh Rachel Castellano, Nives Dolšak, Aseem Prakash, Bernhard Reinsberg PLOS ONE.2021; 16(4): e0249315. CrossRef
Household economic burden of childhood severe pneumonia in Bangladesh: a cost-of-illness study Marufa Sultana, Nur H Alam, Nausad Ali, A S G Faruque, George J Fuchs, Niklaus Gyr, Md Jobayer Chisti, Tahmeed Ahmed, Lisa Gold Archives of Disease in Childhood.2021; 106(6): 539. CrossRef
Impoverishment impact of out-of-pocket payments for healthcare in rural Bangladesh: Do the regions facing different climate change risks matter? Afroza Begum, Syed Abdul Hamid, Hafiz T.A. Khan PLOS ONE.2021; 16(6): e0252706. CrossRef
Households' out‐of‐pocket expenditure for healthcare in Bangladesh: A health financing incidence analysis Abdur Razzaque Sarker, Marufa Sultana, Khorshed Alam, Nausad Ali, Nurnabi Sheikh, Raisul Akram, Alec Morton The International Journal of Health Planning and Management.2021; 36(6): 2106. CrossRef
The relationship between health-care expenditure and disposable personal income: a panel econometric analysis on the EU countries Mehmet Hilmi Özkaya, Naib Alakbarov, Murat Gündüz International Journal of Human Rights in Healthcare.2021;[Epub] CrossRef
Cross-sectional analysis of factors affecting out-of-pocket healthcare expenses in Serbia Milorad Stamenović Revizor.2021; 24(93): 17. CrossRef
Assessment of health and social security agency participants proportion using hierarchical bayesian small area estimation Ferra Yanuar, Atika Defita Sari, Dodi Devianto, Aidinil Zetra Model Assisted Statistics and Applications.2021; 16(4): 241. CrossRef
The distributive fairness of out-of-pocket healthcare expenditure in the Russian Federation Pavitra Paul International Journal of Health Economics and Management.2020; 20(1): 13. CrossRef
Distributional analysis of rural-urban household healthcare expenditure differentials in developing countries: evidence from Ghana Samuel Ampaw, Edward Nketiah-Amponsah, Frank Agyire-Tettey, Bernardin Senadza International Journal of Development Issues.2020; 19(3): 359. CrossRef
Financing health care in Bangladesh: Policy responses and challenges towards achieving universal health coverage Shah Mohammad Fahim, Tofayel Ahmed Bhuayan, Md. Zakiul Hassan, Abu Hena Abid Zafr, Farhana Begum, Md. Mizanur Rahman, Shahinul Alam The International Journal of Health Planning and Management.2019;[Epub] CrossRef
Prevalence, determinants and health care-seeking behavior of childhood acute respiratory tract infections in Bangladesh Marufa Sultana, Abdur Razzaque Sarker, Nurnabi Sheikh, Raisul Akram, Nausad Ali, Rashidul Alam Mahumud, Nur Haque Alam, Bishwajit Ghose PLOS ONE.2019; 14(1): e0210433. CrossRef
Relationship between healthcare utilization and household out-of-pocket healthcare expenditure: Evidence from an emerging economy with a free healthcare policy Ajantha Sisira Kumara, Ramanie Samaratunge Social Science & Medicine.2019; 235: 112364. CrossRef
Environmental considerations and the financing of healthcare: Evidence from sixteen European countries Nisreen Moosa, Osama Al-Hares, Vikash Ramiah, Kashif Saleem Corporate Ownership and Control.2019; 17(1, special): 183. CrossRef
Clients’ Experience and Satisfaction of Utilizing Healthcare Services in a Community Based Health Insurance Program in Bangladesh Abdur Razzaque Sarker, Marufa Sultana, Sayem Ahmed, Rashidul Alam Mahumud, Alec Morton, Jahangir A.M. Khan International Journal of Environmental Research and Public Health.2018; 15(8): 1637. CrossRef
Cost comparison and determinants of out‐of‐pocket payments on child delivery care in Bangladesh Abdur Razzaque Sarker, Marufa Sultana, Nausad Ali, Raisul Akram, Nurnabi Sheikh, Rashidul Alam Mahumud, Alec Morton The International Journal of Health Planning and Management.2018;[Epub] CrossRef
Noncommunicable disease-attributable medical expenditures, household financial stress and impoverishment in Bangladesh Biplab Kumar Datta, Muhammad Jami Husain, Muhammad Mudabbir Husain, Deliana Kostova SSM - Population Health.2018; 6: 252. CrossRef
Out-of-pocket expenditure for seeking health care for sick children younger than 5 years of age in Bangladesh: findings from cross-sectional surveys, 2009 and 2012 Tazeen Tahsina, Nazia Binte Ali, D.M. Emdadul Hoque, Tanvir M. Huda, Shumona Sharmin Salam, Mohammad Mehedi Hasan, Md Altaf Hossain, Ziaul Matin, Lianne Kuppen, Sarah P. Garnett, Shams El Arifeen Journal of Health, Population and Nutrition.2017;[Epub] CrossRef