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Assessing progressivity of out-of-pocket payment: with illustration to Malaysia

Yu CP, Whynes DK, Sach TH

Int J Health Plann Manage, 2006 10 19;21(3):193-210.
PMID: 17044546

Throughout the world, policy makers are considering or implementing financing strategies that are likely to have a substantial impact on the equity of health financing. The assessment of the equity implication is clearly important, given the potential impact that alternative finance sources have on households. Households incur out-of-pocket payment directly from their budget, apart from their public or private insurance. Out-of-pocket payment is the primary concern, given their undesirable impact on households. Progressivity measures departures from proportionality in the relationship between out-of-pocket payment and ability to pay. It is the most frequently used yardstick to assess the equity of out-of-pocket payments in empirical studies. This paper provides an evaluation of such progressivity measures, undertaken using four approaches (proportion approach, tabulation approach, concentration curve and Kakwani's index), in order to reveal their usefulness and underlying notion. It is illustrated empirically with data on out-of-pocket payment for health care in Malaysia for 1998/ 1999, based on the nationally representative Household Expenditure Survey. Results indicate that out-of-pocket payments are mildly progressive, whilst the four approaches have their benefits and limitations in assessing equity implications. This analysis is of interest from a policy perspective, given Malaysia's heavy reliance on out-of-pocket payments to finance health care.
Reform towards National Health Insurance in Malaysia: the equity implications

Yu CP, Whynes DK, Sach TH

Health Policy, 2011 May;100(2-3):256-63.
PMID: 21129808 DOI: 10.1016/j.healthpol.2010.10.018

This paper assesses the potential equity impact of Malaysia's projected reform of its current tax financed system towards National Health Insurance (NHI).
Fulltext Equity in health care financing: The case of Malaysia

Yu CP, Whynes DK, Sach TH

Int J Equity Health, 2008 Jun 09;7:15.
PMID: 18541025 DOI: 10.1186/1475-9276-7-15

BACKGROUND: Equitable financing is a key objective of health care systems. Its importance is evidenced in policy documents, policy statements, the work of health economists and policy analysts. The conventional categorisations of finance sources for health care are taxation, social health insurance, private health insurance and out-of-pocket payments. There are nonetheless increasing variations in the finance sources used to fund health care. An understanding of the equity implications would help policy makers in achieving equitable financing.
OBJECTIVE: The primary purpose of this paper was to comprehensively assess the equity of health care financing in Malaysia, which represents a new country context for the quantitative techniques used. The paper evaluated each of the five financing sources (direct taxes, indirect taxes, contributions to Employee Provident Fund and Social Security Organization, private insurance and out-of-pocket payments) independently, and subsequently by combined the financing sources to evaluate the whole financing system.
METHODS: Cross-sectional analyses were performed on the Household Expenditure Survey Malaysia 1998/99, using Stata statistical software package. In order to assess inequality, progressivity of each finance sources and the whole financing system was measured by Kakwani's progressivity index.
RESULTS: Results showed that Malaysia's predominantly tax-financed system was slightly progressive with a Kakwani's progressivity index of 0.186. The net progressive effect was produced by four progressive finance sources (in the decreasing order of direct taxes, private insurance premiums, out-of-pocket payments, contributions to EPF and SOCSO) and a regressive finance source (indirect taxes).
CONCLUSION: Malaysia's two tier health system, of a heavily subsidised public sector and a user charged private sector, has produced a progressive health financing system. The case of Malaysia exemplifies that policy makers can gain an in depth understanding of the equity impact, in order to help shape health financing strategies for the nation.

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