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Published in: Globalization and Health 1/2023

Open Access 01-12-2023 | Research

Future health expenditure in the BRICS countries: a forecasting analysis for 2035

Authors: Pragyan Monalisa Sahoo, Himanshu Sekhar Rout, Mihajlo Jakovljevic

Published in: Globalization and Health | Issue 1/2023

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Abstract

Background

Accelerated globalization especially in the late 1980s has provided opportunities for economic progress in the world of emerging economies. The BRICS nations’ economies are distinguishable from other emerging economies due to their rate of expansion and sheer size. As a result of their economic prosperity, health spending in the BRICS countries has been increasing. However, health security is still a distant dream in these countries due to low public health spending, lack of pre-paid health coverage, and heavy out-of-pocket spending. There is a need for changing the health expenditure composition to address the challenge of regressive health spending and ensure equitable access to comprehensive healthcare services.

Objective

Present study examined the health expenditure trend among the BRICS from 2000 to 2019 and made predictions with an emphasis on public, pre-paid, and out-of-pocket expenditures for 2035.

Methods

Health expenditure data for 2000–2019 were taken from the OECD iLibrary database. The exponential smoothing model in R software (ets ()) was used for forecasting.

Results

Except for India and Brazil, all of the BRICS countries show a long-term increase in per capita PPP health expenditure. Only India’s health expenditure is expected to decrease as a share of GDP after the completion of the SDG years. China accounts for the steepest rise in per capita expenditure until 2035, while Russia is expected to achieve the highest absolute values.

Conclusion

The BRICS countries have the potential to be important leaders in a variety of social policies such as health. Each BRICS country has set a national pledge to the right to health and is working on health system reforms to achieve universal health coverage (UHC). The estimations of future health expenditures by these emerging market powers should help policymakers decide how to allocate resources to achieve this goal.
Literature
1.
go back to reference Jakovljevic M. BRIC’s growing share of global health spending and their diverging pathways. Front Public Health. 2015;3(135):1–4. Jakovljevic M. BRIC’s growing share of global health spending and their diverging pathways. Front Public Health. 2015;3(135):1–4.
2.
go back to reference Jakovljevic M, Timofeyev Y, Ekkert N, Fedorova J, Skvirskaya G, Bolevich S, et al. The impact of health expenditures on public health in BRICS nations. J Sport Health Sci. 2019;8(6):516–9.PubMedPubMedCentralCrossRef Jakovljevic M, Timofeyev Y, Ekkert N, Fedorova J, Skvirskaya G, Bolevich S, et al. The impact of health expenditures on public health in BRICS nations. J Sport Health Sci. 2019;8(6):516–9.PubMedPubMedCentralCrossRef
3.
go back to reference Wahab A, Kefeli Z. Projecting a long term expenditure growth in Healthcare Service: A literature review. Procedia Econ Financ. 2016;37:152–7.CrossRef Wahab A, Kefeli Z. Projecting a long term expenditure growth in Healthcare Service: A literature review. Procedia Econ Financ. 2016;37:152–7.CrossRef
4.
go back to reference Harmer A. The BRICS countries: a new force in global health? Bull World Health Organ. 2014;92:394–5.PubMedCrossRef Harmer A. The BRICS countries: a new force in global health? Bull World Health Organ. 2014;92:394–5.PubMedCrossRef
5.
go back to reference Micah AE, Su Y, Bachmeier D, Chapin A, Cogswell IE, Crosby SW, et al. Health sector spending and spending on HIV/AIDS, tuberculosis, and malaria, and development assistance for health: progress towards sustainable development goal 3. Lancet. 2020;396:693–724.CrossRef Micah AE, Su Y, Bachmeier D, Chapin A, Cogswell IE, Crosby SW, et al. Health sector spending and spending on HIV/AIDS, tuberculosis, and malaria, and development assistance for health: progress towards sustainable development goal 3. Lancet. 2020;396:693–724.CrossRef
6.
go back to reference Jakovljevic MM. Comparison of historical medical spending patterns among the BRICS and G7. JMed Econ. 2016;19(1):70–6. Jakovljevic MM. Comparison of historical medical spending patterns among the BRICS and G7. JMed Econ. 2016;19(1):70–6.
7.
go back to reference Reshetnikov V, Arsentyev E, Bolevich S, Timofeyev Y, Jakovljević M. Analysis of the financing of Russian Health Care over the past 100 years. Int J Environ Res Public Health. 2019;16(10):1–5.CrossRef Reshetnikov V, Arsentyev E, Bolevich S, Timofeyev Y, Jakovljević M. Analysis of the financing of Russian Health Care over the past 100 years. Int J Environ Res Public Health. 2019;16(10):1–5.CrossRef
8.
go back to reference Zhang S, Zhan H, Zhou L, Wang X. Research on current curative expenditure among Lung Cancer Patients based on the “System of Health Accounts 2011”: insights into influencing factors. J Cancer. 2019;10(6):6491–501.CrossRef Zhang S, Zhan H, Zhou L, Wang X. Research on current curative expenditure among Lung Cancer Patients based on the “System of Health Accounts 2011”: insights into influencing factors. J Cancer. 2019;10(6):6491–501.CrossRef
9.
go back to reference Gauttam P, Patel N, Singh B, Kaur J, Chattu V, Jakovljevic M. Public Health Policy of India and COVID-19: diagnosis and prognosis of the combating response. Sustainability. 2021;13(6):1–18.CrossRef Gauttam P, Patel N, Singh B, Kaur J, Chattu V, Jakovljevic M. Public Health Policy of India and COVID-19: diagnosis and prognosis of the combating response. Sustainability. 2021;13(6):1–18.CrossRef
10.
go back to reference Jakovljevic M, Liu Y, Cerda A, Simonyan M, Correia T, Mariita R, et al. The Global South political economy of health financing and spending landscape – history and presence. J Med Econ. 2021;24(1):25–33.PubMedCrossRef Jakovljevic M, Liu Y, Cerda A, Simonyan M, Correia T, Mariita R, et al. The Global South political economy of health financing and spending landscape – history and presence. J Med Econ. 2021;24(1):25–33.PubMedCrossRef
11.
go back to reference Canby S, Kirca M. Health expenditures (total, public and private) and per capita income in the BRICS + T: panel bootstrap causality analysis. J Econ Finance Adm Sci. 2022;27(52):52–67. Canby S, Kirca M. Health expenditures (total, public and private) and per capita income in the BRICS + T: panel bootstrap causality analysis. J Econ Finance Adm Sci. 2022;27(52):52–67.
12.
go back to reference Jakovljevic M, Lamnisos D, Westerman R, Chattu V, Cerda A. Future health spending forecast in leading emerging BRICS markets in 2030: health policy implications. Health Policy Res Syst. 2022;20(23):1–14. Jakovljevic M, Lamnisos D, Westerman R, Chattu V, Cerda A. Future health spending forecast in leading emerging BRICS markets in 2030: health policy implications. Health Policy Res Syst. 2022;20(23):1–14.
13.
go back to reference Chapin A, Dieleman JL, Tsakalos G, Chang AY, Cowling K, Micah AE, et al. Past, present, and future of global health financing: a review of development assistance, government, out-of-pocket, and other private spending on health for 195 countries, 1995–2050. Lancet. 2019;393(10187):2233–60.CrossRef Chapin A, Dieleman JL, Tsakalos G, Chang AY, Cowling K, Micah AE, et al. Past, present, and future of global health financing: a review of development assistance, government, out-of-pocket, and other private spending on health for 195 countries, 1995–2050. Lancet. 2019;393(10187):2233–60.CrossRef
14.
go back to reference Xu J, Mills A. 10 years of China’s comprehensive health reform: a systems perspective. Health Policy Plan. 2019;34(6):403–6.PubMedCrossRef Xu J, Mills A. 10 years of China’s comprehensive health reform: a systems perspective. Health Policy Plan. 2019;34(6):403–6.PubMedCrossRef
15.
go back to reference Jin H, Jakovljevic M. Fiscal decentralization and the Human Development Index: a cross-border empirical study. Sustainability. 2023;15(11):8784.CrossRef Jin H, Jakovljevic M. Fiscal decentralization and the Human Development Index: a cross-border empirical study. Sustainability. 2023;15(11):8784.CrossRef
16.
go back to reference Sridhar D, Gómez E. Health Financing in Brazil, Russia and India: what role does the International Community play? Health Policy Plan. 2011;26(1):12–24.PubMedCrossRef Sridhar D, Gómez E. Health Financing in Brazil, Russia and India: what role does the International Community play? Health Policy Plan. 2011;26(1):12–24.PubMedCrossRef
17.
go back to reference Rahman T. Determinants of public health expenditure: some evidence from indian states. Appl Econ Lett. 2008;15(11):853–7.CrossRef Rahman T. Determinants of public health expenditure: some evidence from indian states. Appl Econ Lett. 2008;15(11):853–7.CrossRef
18.
go back to reference Kosaka M, Ozaki A, Kaneda Y, Saito H, Yamashita E, Murayama A, …, Jakovljevic M. Generic drug crisis in Japan and changes leading to the collapse of universal health insurance established in 1961: the case of Kobayashi Kako Co. Ltd Cost Effectiveness and Resource Allocation. 2023;21(1):1–3. Kosaka M, Ozaki A, Kaneda Y, Saito H, Yamashita E, Murayama A, …, Jakovljevic M. Generic drug crisis in Japan and changes leading to the collapse of universal health insurance established in 1961: the case of Kobayashi Kako Co. Ltd Cost Effectiveness and Resource Allocation. 2023;21(1):1–3.
19.
go back to reference Panda B, Rout HS, Access. Utilisation and Challenges of Biju Krushak Kalyan Yojana (BKKY): a Case Study from Odisha, India. J Rural Dev. 2020;39(2):278–91.CrossRef Panda B, Rout HS, Access. Utilisation and Challenges of Biju Krushak Kalyan Yojana (BKKY): a Case Study from Odisha, India. J Rural Dev. 2020;39(2):278–91.CrossRef
20.
go back to reference Arora GK, Gumber A, Globalization. Healthcare Financing in India: some emerging issues. Public Financ Manag. 2005;5(4):567–96. Arora GK, Gumber A, Globalization. Healthcare Financing in India: some emerging issues. Public Financ Manag. 2005;5(4):567–96.
21.
go back to reference Hooda SK. Determinants of Public Expenditure on Health in India: a Panel Data Analysis at Sub-National Level. J Quant Econ. 2016;14(2):257–82.CrossRef Hooda SK. Determinants of Public Expenditure on Health in India: a Panel Data Analysis at Sub-National Level. J Quant Econ. 2016;14(2):257–82.CrossRef
22.
go back to reference Mulcahy P, Mahal A, McPake B, Kane S, Ghosh P, Lee J. Is there an association between public spending on health and choice of healthcare providers across socioeconomic groups in India? - evidence from a national sample. Soc Sci Med. 2021;285(114149):1–9. Mulcahy P, Mahal A, McPake B, Kane S, Ghosh P, Lee J. Is there an association between public spending on health and choice of healthcare providers across socioeconomic groups in India? - evidence from a national sample. Soc Sci Med. 2021;285(114149):1–9.
23.
go back to reference Romaniuk P, Poznanska A, Brukało K, Holecki T. Health System Outcomes in BRICS Countries and their Association with the Economic Context. Front Public Health. 2020;8(80):1–11. Romaniuk P, Poznanska A, Brukało K, Holecki T. Health System Outcomes in BRICS Countries and their Association with the Economic Context. Front Public Health. 2020;8(80):1–11.
24.
go back to reference Araujo E, Medici A, Lobo M. Efficiency and sustainability of public health spending in Brazil. J Bras Econ Saúde. 2021;14(1):86–95. Araujo E, Medici A, Lobo M. Efficiency and sustainability of public health spending in Brazil. J Bras Econ Saúde. 2021;14(1):86–95.
25.
go back to reference MV M, Sastry N, Moonesar I, Rao A. Predicting Universal Healthcare through Health Financial Management for Sustainable Development in BRICS, GCC, and AUKUS Economic Blocks. Front Public Health. 2022;5(887225):1–14. MV M, Sastry N, Moonesar I, Rao A. Predicting Universal Healthcare through Health Financial Management for Sustainable Development in BRICS, GCC, and AUKUS Economic Blocks. Front Public Health. 2022;5(887225):1–14.
26.
go back to reference Jakovljevic M, Kozlova O, Makarova M, Neklyudova N, Pyshmintseva O. Partial contribution of socioeconomic factors to the mortality rate of the working-age population in Russia. Healthcare. 2023;11(10):1507.PubMedPubMedCentralCrossRef Jakovljevic M, Kozlova O, Makarova M, Neklyudova N, Pyshmintseva O. Partial contribution of socioeconomic factors to the mortality rate of the working-age population in Russia. Healthcare. 2023;11(10):1507.PubMedPubMedCentralCrossRef
28.
go back to reference Tediosi F, Finch A, Procacci C, Marten R, Missoni E. BRICS countries and the global movement for universal health coverage. Health Policy Plan. 2016;31(6):717–28.PubMedCrossRef Tediosi F, Finch A, Procacci C, Marten R, Missoni E. BRICS countries and the global movement for universal health coverage. Health Policy Plan. 2016;31(6):717–28.PubMedCrossRef
29.
go back to reference OECD. Reviews of Health Systems: Brazil. Paris: OECD Publishing; 2021. OECD. Reviews of Health Systems: Brazil. Paris: OECD Publishing; 2021.
31.
go back to reference Kumagai N, Nishimura S, Jakovljević M. Could high continuity of care (COC) have a negative impact on subjective health of hypertensive patients? A japanese perspective. Cost Eff Resource Allocation. 2023;21(1):1–10. Kumagai N, Nishimura S, Jakovljević M. Could high continuity of care (COC) have a negative impact on subjective health of hypertensive patients? A japanese perspective. Cost Eff Resource Allocation. 2023;21(1):1–10.
32.
go back to reference Zhu J, Yan W, Zhu L, Liu J. COVID-19 pandemic in BRICS countries and its association with socio-economic and demographic characteristics, health vulnerability, resources, and policy response. Infect Dis Poverty. 2021;10(97):1–8. Zhu J, Yan W, Zhu L, Liu J. COVID-19 pandemic in BRICS countries and its association with socio-economic and demographic characteristics, health vulnerability, resources, and policy response. Infect Dis Poverty. 2021;10(97):1–8.
33.
go back to reference Ndaguba E, Hlotywa A. Public health expenditure and economic development: the case of South Africa between 1996 and 2016. Cogent Econ Finance. 2021;9(1):1–13.CrossRef Ndaguba E, Hlotywa A. Public health expenditure and economic development: the case of South Africa between 1996 and 2016. Cogent Econ Finance. 2021;9(1):1–13.CrossRef
34.
go back to reference Dieleman JL, Campbell M, Chapin A, Eldrenkamp E, Fan VY, Haakenstad A, et al. Future and potential spending on health 2015–40: development assistance for health, and government, prepaid private, and out-of-pocket health spending in 184 countries. Lancet. 2017;389(10083):2005–30.CrossRef Dieleman JL, Campbell M, Chapin A, Eldrenkamp E, Fan VY, Haakenstad A, et al. Future and potential spending on health 2015–40: development assistance for health, and government, prepaid private, and out-of-pocket health spending in 184 countries. Lancet. 2017;389(10083):2005–30.CrossRef
35.
go back to reference Mueller M, Morgan D. New insights into health financing: first results of the international data collection under the system of Health Accounts 2011 framework. Health Policy. 2017;121(7):764–9.PubMedCrossRef Mueller M, Morgan D. New insights into health financing: first results of the international data collection under the system of Health Accounts 2011 framework. Health Policy. 2017;121(7):764–9.PubMedCrossRef
37.
go back to reference Kolassa S. Combining exponential smoothing forecasts using Akaike weights. Int J Forecast. 2011;27(2):238–51.CrossRef Kolassa S. Combining exponential smoothing forecasts using Akaike weights. Int J Forecast. 2011;27(2):238–51.CrossRef
38.
go back to reference OECD/Eurostat/WHO. A system of Health Accounts: revised Edition. Paris: OECD Publishing; 2017. OECD/Eurostat/WHO. A system of Health Accounts: revised Edition. Paris: OECD Publishing; 2017.
39.
go back to reference Hyndman R, Koehler AB, Snyder R, Grose SD. Forecasting with Exponential Smoothing: The State Space Approach. 2008;18(3):439–54. Hyndman R, Koehler AB, Snyder R, Grose SD. Forecasting with Exponential Smoothing:  The State Space Approach. 2008;18(3):439–54.
40.
go back to reference Hyndman R, Koehler AB, Snyder R, Grose SD. Forecast Exponential Smoothing: State Space Approach. 2008;18(3):439–54. Hyndman R, Koehler AB, Snyder R, Grose SD. Forecast Exponential Smoothing: State Space Approach. 2008;18(3):439–54.
41.
go back to reference Rao KD, Petrosyan V, Araujo EC, McIntyre D. Progress towards universal health coverage in BRICS: translating economic growth into better health. Bull World Health Organ. 2014;92(6):429–35.PubMedPubMedCentralCrossRef Rao KD, Petrosyan V, Araujo EC, McIntyre D. Progress towards universal health coverage in BRICS: translating economic growth into better health. Bull World Health Organ. 2014;92(6):429–35.PubMedPubMedCentralCrossRef
43.
go back to reference Yoon K, Kim HK, Choi M, Lee M, Jakovljevic M. Analyzing the effectiveness of Data-Linked Projects for Health Promotion in Public Health Centers of South Korea. Risk Manag Healthc Policy. 2023;16:1101–17.PubMedPubMedCentralCrossRef Yoon K, Kim HK, Choi M, Lee M, Jakovljevic M. Analyzing the effectiveness of Data-Linked Projects for Health Promotion in Public Health Centers of South Korea. Risk Manag Healthc Policy. 2023;16:1101–17.PubMedPubMedCentralCrossRef
44.
go back to reference Berman PA. Rethinking health care systems: private health care provision in India. World Dev. 1998;26(8):1463–79.CrossRef Berman PA. Rethinking health care systems: private health care provision in India. World Dev. 1998;26(8):1463–79.CrossRef
45.
go back to reference Ivins C. Inequality matters: BRICS inequalities fact sheet. Oxfam Policy and Practice: Climate Change and Resilience. 2013;9:39–50. Ivins C. Inequality matters: BRICS inequalities fact sheet. Oxfam Policy and Practice: Climate Change and Resilience. 2013;9:39–50.
46.
go back to reference Su CW, Huang SW, Tao R, Haris M. Does economic overheating provide positive feedback on Population Health? Evidence from BRICS and ASEAN Countries. Front Public Health. 2021;9:661279.PubMedPubMedCentralCrossRef Su CW, Huang SW, Tao R, Haris M. Does economic overheating provide positive feedback on Population Health? Evidence from BRICS and ASEAN Countries. Front Public Health. 2021;9:661279.PubMedPubMedCentralCrossRef
50.
go back to reference Watt NF, Gomez EJ, McKee M. Global health in foreign policy–and foreign policy in health? Evidence from the BRICS. Health Policy Plan. 2014;29(6):763–73.PubMedCrossRef Watt NF, Gomez EJ, McKee M. Global health in foreign policy–and foreign policy in health? Evidence from the BRICS. Health Policy Plan. 2014;29(6):763–73.PubMedCrossRef
51.
go back to reference Sahoo PM, Rout HS, Jakovljevic M. Consequences of India’s population aging to its healthcare financing and provision. J Med Econ. 2023;26(1):308–15.PubMedCrossRef Sahoo PM, Rout HS, Jakovljevic M. Consequences of India’s population aging to its healthcare financing and provision. J Med Econ. 2023;26(1):308–15.PubMedCrossRef
52.
go back to reference Demir S, Demir H, Karaduman C, Cetin M. Environmental quality and health expenditures efciency in Türkiye: the role of natural resources. Environ Sci Pollut Res. 2023;30:15170–85.CrossRef Demir S, Demir H, Karaduman C, Cetin M. Environmental quality and health expenditures efciency in Türkiye: the role of natural resources. Environ Sci Pollut Res. 2023;30:15170–85.CrossRef
Metadata
Title
Future health expenditure in the BRICS countries: a forecasting analysis for 2035
Authors
Pragyan Monalisa Sahoo
Himanshu Sekhar Rout
Mihajlo Jakovljevic
Publication date
01-12-2023
Publisher
BioMed Central
Published in
Globalization and Health / Issue 1/2023
Electronic ISSN: 1744-8603
DOI
https://doi.org/10.1186/s12992-023-00947-4

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