Skip to main content
Top
Published in: BMC Medicine 1/2016

Open Access 01-12-2016 | Research article

Assessing the burden of medical impoverishment by cause: a systematic breakdown by disease in Ethiopia

Authors: Stéphane Verguet, Solomon Tessema Memirie, Ole Frithjof Norheim

Published in: BMC Medicine | Issue 1/2016

Login to get access

Abstract

Background

Out-of-pocket (OOP) medical expenses often lead to catastrophic expenditure and impoverishment in low- and middle-income countries. Yet, there has been no systematic examination of which specific diseases and conditions (e.g., tuberculosis, cardiovascular disease) drive medical impoverishment, defined as OOP direct medical costs pushing households into poverty.

Methods

We used a cost and epidemiological model to propose an assessment of the burden of medical impoverishment in Ethiopia, i.e., the number of households crossing a poverty line due to excessive OOP direct medical expenses. We utilized disease-specific mortality estimates from the Global Burden of Disease study, epidemiological and cost inputs from surveys, and secondary data from the literature to produce a count of poverty cases due to OOP direct medical costs per specific condition.

Results

In Ethiopia, in 2013, and among 20 leading causes of mortality, we estimated the burden of impoverishment due to OOP direct medical costs to be of about 350,000 poverty cases. The top three causes of medical impoverishment were diarrhea, lower respiratory infections, and road injury, accounting for 75 % of all poverty cases.

Conclusions

We present a preliminary attempt for the estimation of the burden of medical impoverishment by cause for high mortality conditions. In Ethiopia, medical impoverishment was notably associated with illness occurrence and health services utilization. Although currently used estimates are sensitive to health services utilization, a systematic breakdown of impoverishment due to OOP direct medical costs by cause can provide important information for the promotion of financial risk protection and equity, and subsequent design of health policies toward universal health coverage, reduction of direct OOP payments, and poverty alleviation.
Appendix
Available only for authorised users
Literature
1.
go back to reference Xu K, Evans DB, Kawabata K, Zeramdini R, Klavus J, et al. Household catastrophic health expenditure: a multicountry analysis. Lancet. 2003;362:111–7.CrossRefPubMed Xu K, Evans DB, Kawabata K, Zeramdini R, Klavus J, et al. Household catastrophic health expenditure: a multicountry analysis. Lancet. 2003;362:111–7.CrossRefPubMed
2.
go back to reference Wagstaff A. Measuring financial protection in health. In: Smith PC, Mossialos E, Papanicolas I, Leatherman S, editors. Performance measurement for health system improvement. Cambridge: Cambridge University Press; 2010. Wagstaff A. Measuring financial protection in health. In: Smith PC, Mossialos E, Papanicolas I, Leatherman S, editors. Performance measurement for health system improvement. Cambridge: Cambridge University Press; 2010.
3.
go back to reference Kruk ME, Goldmann E, Galea S. Borrowing and selling to pay for health care in low- and middle-income countries. Health Aff. 2009;28(4):1056–66.CrossRef Kruk ME, Goldmann E, Galea S. Borrowing and selling to pay for health care in low- and middle-income countries. Health Aff. 2009;28(4):1056–66.CrossRef
4.
go back to reference Wagstaff A, van Doorslaer E. Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993-1998. Health Econ. 2003;12:921–34.CrossRefPubMed Wagstaff A, van Doorslaer E. Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993-1998. Health Econ. 2003;12:921–34.CrossRefPubMed
5.
go back to reference World Health Organization. World Health Report. Health systems financing, the path to universal coverage. Geneva: WHO; 2010. World Health Organization. World Health Report. Health systems financing, the path to universal coverage. Geneva: WHO; 2010.
7.
go back to reference World Health Organization. Making fair choices on the path to universal health coverage. Final report of the WHO Consultative Group on Equity and Universal Health Coverage. Geneva: WHO; 2014. World Health Organization. Making fair choices on the path to universal health coverage. Final report of the WHO Consultative Group on Equity and Universal Health Coverage. Geneva: WHO; 2014.
8.
go back to reference Xu K, Evans DB, Carrin G, Aguilar-Rivera AM, Musgrove P, et al. Protecting households from catastrophic health spending. Health Aff. 2007;26(4):972–83.CrossRef Xu K, Evans DB, Carrin G, Aguilar-Rivera AM, Musgrove P, et al. Protecting households from catastrophic health spending. Health Aff. 2007;26(4):972–83.CrossRef
9.
go back to reference Norheim OF, Baltussen R, Johri M, Chisholm D, Nord E, et al. Guidance on priority setting in health care (GPS-Health): the inclusion of equity criteria not captured by cost-effectiveness analysis. Cost Eff Resour Alloc. 2014;12:18.CrossRefPubMedPubMedCentral Norheim OF, Baltussen R, Johri M, Chisholm D, Nord E, et al. Guidance on priority setting in health care (GPS-Health): the inclusion of equity criteria not captured by cost-effectiveness analysis. Cost Eff Resour Alloc. 2014;12:18.CrossRefPubMedPubMedCentral
10.
go back to reference World Health Organization. World Health Report 2013 – Research for Universal Health Coverage. Geneva: WHO; 2013. World Health Organization. World Health Report 2013 – Research for Universal Health Coverage. Geneva: WHO; 2013.
11.
go back to reference Verguet S, Olson ZD, Babigumira JB, Desalegn D, Johansson KA, et al. Health gains and financial risk protection afforded by public financing of selected interventions in Ethiopia: an extended cost-effectiveness analysis. Lancet Glob Health. 2015;3(5):e288–96.CrossRefPubMed Verguet S, Olson ZD, Babigumira JB, Desalegn D, Johansson KA, et al. Health gains and financial risk protection afforded by public financing of selected interventions in Ethiopia: an extended cost-effectiveness analysis. Lancet Glob Health. 2015;3(5):e288–96.CrossRefPubMed
13.
go back to reference Ethiopia Central Statistical Agency and ICF International. 2011 Ethiopia Demographic and Health Survey: Key Findings. Calverton: CSA and ICF International; 2012. Ethiopia Central Statistical Agency and ICF International. 2011 Ethiopia Demographic and Health Survey: Key Findings. Calverton: CSA and ICF International; 2012.
16.
go back to reference Salem ABZ, Mount TD. A convenient descriptive model of income distribution: the gamma density. Econometrica. 1974;42(6):1115–27.CrossRef Salem ABZ, Mount TD. A convenient descriptive model of income distribution: the gamma density. Econometrica. 1974;42(6):1115–27.CrossRef
17.
go back to reference Kemp-Benedict E. Income distribution and poverty – Methods for using available data in global analysis. May 17, 2001. http://gdrs.sourceforge.net/docs/PoleStar_TechNote_4.pdf. Accessed 10 Nov 2015 Kemp-Benedict E. Income distribution and poverty – Methods for using available data in global analysis. May 17, 2001. http://​gdrs.​sourceforge.​net/​docs/​PoleStar_​TechNote_​4.​pdf.​ Accessed 10 Nov 2015
19.
go back to reference Jamison DT, Breman JG, Measham AR, Alleyne G, Claeson M, Evans DB, Jha P, Mills A, Musgrove P. Disease Control Priorities in Developing Countries. 2nd ed. Washington, DC: Oxford University Press and the World Bank; 2006. Jamison DT, Breman JG, Measham AR, Alleyne G, Claeson M, Evans DB, Jha P, Mills A, Musgrove P. Disease Control Priorities in Developing Countries. 2nd ed. Washington, DC: Oxford University Press and the World Bank; 2006.
20.
go back to reference Verguet S, Laxminarayan R, Jamison DT. Universal public finance of tuberculosis treatment in India: an extended cost-effectiveness analysis. Health Econ. 2015;24(3):318–32.CrossRefPubMed Verguet S, Laxminarayan R, Jamison DT. Universal public finance of tuberculosis treatment in India: an extended cost-effectiveness analysis. Health Econ. 2015;24(3):318–32.CrossRefPubMed
21.
go back to reference Federal Ministry of Health, Ethiopia. Healthcare utilization and burden of household out of pocket expenditure in Ethiopia. Draft document, July 26, 2015. Addis Ababa: Federal Ministry of Health, Ethiopia, 2015. Federal Ministry of Health, Ethiopia. Healthcare utilization and burden of household out of pocket expenditure in Ethiopia. Draft document, July 26, 2015. Addis Ababa: Federal Ministry of Health, Ethiopia, 2015.
22.
go back to reference Federal Ministry of Health, Ethiopia. Health Sector Transformation Plan HSTP 2015/16 - 2019/20. Addis Ababa: Federal Ministry of Health; 2015. Federal Ministry of Health, Ethiopia. Health Sector Transformation Plan HSTP 2015/16 - 2019/20. Addis Ababa: Federal Ministry of Health; 2015.
23.
24.
go back to reference Flores G, Krishnakumar J, O’ Donnell O, van Doorslaer E. Coping with health-care costs: implications for the measurement of catastrophic expenditures and poverty. Health Econ. 2008;17:1393–412.CrossRefPubMed Flores G, Krishnakumar J, O’ Donnell O, van Doorslaer E. Coping with health-care costs: implications for the measurement of catastrophic expenditures and poverty. Health Econ. 2008;17:1393–412.CrossRefPubMed
25.
go back to reference Rudan I, Boschi-Pinto C, Biloglav Z, Mulholland K, Campbell H. Epidemiology and etiology of childhood pneumonia. Bull World Health Organ. 2008;86:408–16.CrossRefPubMedPubMedCentral Rudan I, Boschi-Pinto C, Biloglav Z, Mulholland K, Campbell H. Epidemiology and etiology of childhood pneumonia. Bull World Health Organ. 2008;86:408–16.CrossRefPubMedPubMedCentral
26.
go back to reference Rudan I, O’Brien KL, Nair H, Liu L, Theodoratou E, et al. Epidemiology and etiology of childhood pneumonia in 2010: estimates of incidence, morbidity, mortality, underlying risk factors and causative pathogens for 192 countries. J Glob Health. 2013;3(1):010401.CrossRefPubMedPubMedCentral Rudan I, O’Brien KL, Nair H, Liu L, Theodoratou E, et al. Epidemiology and etiology of childhood pneumonia in 2010: estimates of incidence, morbidity, mortality, underlying risk factors and causative pathogens for 192 countries. J Glob Health. 2013;3(1):010401.CrossRefPubMedPubMedCentral
27.
go back to reference Fischer Walker CL, Perin J, Aryee MJ, Boschi-Pinto C, Black RE. Diarrhea incidence in low- and middle-income countries in 1990 and 2010: a systematic review. BMC Public Health. 2012;12:220.CrossRefPubMedPubMedCentral Fischer Walker CL, Perin J, Aryee MJ, Boschi-Pinto C, Black RE. Diarrhea incidence in low- and middle-income countries in 1990 and 2010: a systematic review. BMC Public Health. 2012;12:220.CrossRefPubMedPubMedCentral
28.
go back to reference Liu L, Johnson HL, Cousens S, Perin J, Scott S, et al. Global, regional, and national causes of child mortality: an updated systematic analysis for 2010 with time trends since 2000. Lancet. 2012;379:2151–61.CrossRefPubMed Liu L, Johnson HL, Cousens S, Perin J, Scott S, et al. Global, regional, and national causes of child mortality: an updated systematic analysis for 2010 with time trends since 2000. Lancet. 2012;379:2151–61.CrossRefPubMed
29.
go back to reference Lamberti LM, Fischer Walker CL, Black RE. Systematic review of diarrhea duration and severity on children and adults in low- and middle-income countries. BMC Public Health. 2012;12:276.CrossRefPubMedPubMedCentral Lamberti LM, Fischer Walker CL, Black RE. Systematic review of diarrhea duration and severity on children and adults in low- and middle-income countries. BMC Public Health. 2012;12:276.CrossRefPubMedPubMedCentral
30.
go back to reference Stack ML, Ozawa S, Bishai DM, Mirelman A, Tam Y, et al. Estimated economic benefits during the ‘Decade of Vaccines’ include treatment savings, gains in labor productivity. Health Aff. 2011;30(6):1021–8.CrossRef Stack ML, Ozawa S, Bishai DM, Mirelman A, Tam Y, et al. Estimated economic benefits during the ‘Decade of Vaccines’ include treatment savings, gains in labor productivity. Health Aff. 2011;30(6):1021–8.CrossRef
31.
go back to reference World Health Organization. World malaria report 2014. Geneva: WHO; 2014. World Health Organization. World malaria report 2014. Geneva: WHO; 2014.
32.
go back to reference Jima D, Wondabeku M, Alemu A, Teferra A, Awel N, et al. Analysis of malaria surveillance data in Ethiopia: what can be learned from the Integrated Disease Surveillance and Response System? Malar J. 2012;11:330.CrossRefPubMedPubMedCentral Jima D, Wondabeku M, Alemu A, Teferra A, Awel N, et al. Analysis of malaria surveillance data in Ethiopia: what can be learned from the Integrated Disease Surveillance and Response System? Malar J. 2012;11:330.CrossRefPubMedPubMedCentral
33.
go back to reference Deressa W, Hailemariam D, Ali A. Economic costs of epidemic malaria to households in rural Ethiopia. Trop Med Int Health. 2007;12(10):1148–56.CrossRefPubMed Deressa W, Hailemariam D, Ali A. Economic costs of epidemic malaria to households in rural Ethiopia. Trop Med Int Health. 2007;12(10):1148–56.CrossRefPubMed
34.
go back to reference World Health Organization. Global Tuberculosis Report 2014. Geneva: WHO; 2014. World Health Organization. Global Tuberculosis Report 2014. Geneva: WHO; 2014.
35.
go back to reference Datiko DG, Lindjørn B. Cost and cost-effectiveness of treating tuberculosis by health extension workers in Ethiopia: an ancillary cost-effectiveness analysis of community randomized trial. PLoS One. 2010;5(2):e9158.CrossRefPubMedPubMedCentral Datiko DG, Lindjørn B. Cost and cost-effectiveness of treating tuberculosis by health extension workers in Ethiopia: an ancillary cost-effectiveness analysis of community randomized trial. PLoS One. 2010;5(2):e9158.CrossRefPubMedPubMedCentral
36.
go back to reference Hollander M, Koudstaal PJ, Bots ML, Grobbee DE, Hofman A. Incidence, risk, and case fatality of first ever stroke in the elderly population. The Rotterdam Study. J Neurol Neurosurg Psychiatry. 2003;74:317–21.CrossRefPubMedPubMedCentral Hollander M, Koudstaal PJ, Bots ML, Grobbee DE, Hofman A. Incidence, risk, and case fatality of first ever stroke in the elderly population. The Rotterdam Study. J Neurol Neurosurg Psychiatry. 2003;74:317–21.CrossRefPubMedPubMedCentral
37.
go back to reference Mudzi W, Stewart A, Musenge E. Case fatality of patients with stroke over a 12-month period post stroke. S Afr Med J. 2012;102(9):765–7.CrossRefPubMed Mudzi W, Stewart A, Musenge E. Case fatality of patients with stroke over a 12-month period post stroke. S Afr Med J. 2012;102(9):765–7.CrossRefPubMed
38.
go back to reference Maredza M, Bertram MY, Tollman SM. Disease burden of stroke in rural South Africa: an estimate of incidence, mortality, and disability adjusted life years. BMC Neurol. 2015;15:54.CrossRefPubMedPubMedCentral Maredza M, Bertram MY, Tollman SM. Disease burden of stroke in rural South Africa: an estimate of incidence, mortality, and disability adjusted life years. BMC Neurol. 2015;15:54.CrossRefPubMedPubMedCentral
39.
go back to reference Zenebe G, Alemayehu M, Asmera J. Characteristics and outcomes of stroke at Tikur Anbessa teaching hospital, Ethiopia. Ethiop Med J. 2005;43(4):251–9.PubMed Zenebe G, Alemayehu M, Asmera J. Characteristics and outcomes of stroke at Tikur Anbessa teaching hospital, Ethiopia. Ethiop Med J. 2005;43(4):251–9.PubMed
41.
go back to reference Central Statistical Agency [Ethiopia]. Ethiopia Mini Demographic and Health Survey 2014. Addis Ababa: CSA; 2014. Central Statistical Agency [Ethiopia]. Ethiopia Mini Demographic and Health Survey 2014. Addis Ababa: CSA; 2014.
42.
go back to reference Adam T, Lim SS, Mehta S, Bhutta ZA, Fogstad H, et al. Cost effectiveness analysis of strategies for maternal and neonatal health in developing countries. BMJ. 2005;331:1107.CrossRefPubMedPubMedCentral Adam T, Lim SS, Mehta S, Bhutta ZA, Fogstad H, et al. Cost effectiveness analysis of strategies for maternal and neonatal health in developing countries. BMJ. 2005;331:1107.CrossRefPubMedPubMedCentral
43.
go back to reference Beck S, Wojdyla D, Say L, Betran AP, Merialdi M, et al. The worldwide incidence of preterm birth: a systematic review of maternal mortality and morbidity. Bull World Health Organ. 2010;88:31–8.CrossRefPubMed Beck S, Wojdyla D, Say L, Betran AP, Merialdi M, et al. The worldwide incidence of preterm birth: a systematic review of maternal mortality and morbidity. Bull World Health Organ. 2010;88:31–8.CrossRefPubMed
44.
go back to reference United Nations Population Division. World Population Prospects: the 2010 Revision. New York: United Nations; 2011. United Nations Population Division. World Population Prospects: the 2010 Revision. New York: United Nations; 2011.
45.
go back to reference UNAIDS. Global report: UNAIDS report on the global AIDS epidemic 2013. Geneva: UNAIDS; 2013. UNAIDS. Global report: UNAIDS report on the global AIDS epidemic 2013. Geneva: UNAIDS; 2013.
46.
go back to reference Bikilla AD, Jerene D, Robberstad B, Lindjørn B. Cost-effectiveness of anti-retroviral therapy at a district hospital in southern Ethiopia. Cost Eff Resour Alloc. 2009;7:13.CrossRefPubMedPubMedCentral Bikilla AD, Jerene D, Robberstad B, Lindjørn B. Cost-effectiveness of anti-retroviral therapy at a district hospital in southern Ethiopia. Cost Eff Resour Alloc. 2009;7:13.CrossRefPubMedPubMedCentral
47.
go back to reference Tagar E, Sundaram M, Condliffe K, Matatiyo B, Chimbwandira F, et al. Multi-Country Analysis of Treatment Costs for HIV/AIDS (MATCH): Facility-Level ART Unit Cost Analysis in Ethiopia, Malawi, Rwanda, South Africa and Zambia. PLoS One. 2014;9(11):e108304.CrossRefPubMedPubMedCentral Tagar E, Sundaram M, Condliffe K, Matatiyo B, Chimbwandira F, et al. Multi-Country Analysis of Treatment Costs for HIV/AIDS (MATCH): Facility-Level ART Unit Cost Analysis in Ethiopia, Malawi, Rwanda, South Africa and Zambia. PLoS One. 2014;9(11):e108304.CrossRefPubMedPubMedCentral
48.
go back to reference Rosen S, Long L. How much does it cost to provide antiretroviral therapy for HIV/AIDS in Africa? Health and Development Discussion Paper No.9. Boston: Center for International Health and Development Boston University School of Public Health; 2006. Rosen S, Long L. How much does it cost to provide antiretroviral therapy for HIV/AIDS in Africa? Health and Development Discussion Paper No.9. Boston: Center for International Health and Development Boston University School of Public Health; 2006.
49.
go back to reference Kifle YA, Nigatu TH. Cost-effectiveness analysis of clinical specialist outreach as compared to referral system in Ethiopia: an economic evaluation. Cost Eff Resour Alloc. 2010;8:13.CrossRefPubMedPubMedCentral Kifle YA, Nigatu TH. Cost-effectiveness analysis of clinical specialist outreach as compared to referral system in Ethiopia: an economic evaluation. Cost Eff Resour Alloc. 2010;8:13.CrossRefPubMedPubMedCentral
50.
go back to reference Bhalla K, Harrison J, Shahraz S, Abraham JP, Bartels D, et al. Burden of Road Injuries in Sub-Saharan Africa. Boston: Department of Global Health and Population, Harvard School of Public Health; 2013. Bhalla K, Harrison J, Shahraz S, Abraham JP, Bartels D, et al. Burden of Road Injuries in Sub-Saharan Africa. Boston: Department of Global Health and Population, Harvard School of Public Health; 2013.
51.
go back to reference Ramakrishnan M, Ulland AJ, Steinhardt LC, Moïsi JC, Were F, Levine OS. Sequelae due to bacterial meningitis among African children: a systematic literature review. BMC Med. 2009;7:47.CrossRefPubMedPubMedCentral Ramakrishnan M, Ulland AJ, Steinhardt LC, Moïsi JC, Were F, Levine OS. Sequelae due to bacterial meningitis among African children: a systematic literature review. BMC Med. 2009;7:47.CrossRefPubMedPubMedCentral
52.
go back to reference Eryd SA, Smith G, Melander O, Hedbad B, Engström G. Incidence of coronary events and case fatality rate in relation to blood lymphocyte and neutrophil counts. Arterioscler Thromb Vasc Biol. 2012;32(2):533–9.CrossRef Eryd SA, Smith G, Melander O, Hedbad B, Engström G. Incidence of coronary events and case fatality rate in relation to blood lymphocyte and neutrophil counts. Arterioscler Thromb Vasc Biol. 2012;32(2):533–9.CrossRef
53.
go back to reference Lang T, Ducimetière P, Arveiler D, Amouyel P, Cambou J-P. Incidence, case fatality, risk factors of acute coronary heart disease and occupational categories in men aged 30-59 in France. Int J Epidemiol. 1997;26(1):47–57.CrossRefPubMed Lang T, Ducimetière P, Arveiler D, Amouyel P, Cambou J-P. Incidence, case fatality, risk factors of acute coronary heart disease and occupational categories in men aged 30-59 in France. Int J Epidemiol. 1997;26(1):47–57.CrossRefPubMed
54.
go back to reference Wolfson LJ, Grais RF, Luquero FJ, Birmingham ME, Strebel PM. Estimates of measles case fatality ratios: comprehensive review of community-based studies. Int J Epidemiol. 2009;38:192–205.CrossRefPubMed Wolfson LJ, Grais RF, Luquero FJ, Birmingham ME, Strebel PM. Estimates of measles case fatality ratios: comprehensive review of community-based studies. Int J Epidemiol. 2009;38:192–205.CrossRefPubMed
55.
go back to reference Talley NJ, Locke R, Saito YA. GI Epidemiology. Oxford: Blackwell Publishing; 2007.CrossRef Talley NJ, Locke R, Saito YA. GI Epidemiology. Oxford: Blackwell Publishing; 2007.CrossRef
56.
go back to reference Présiozi M-P, Yam A, Wassilak SGF, Chabirand L, Simaga A, et al. Epidemiology of pertussis in a west African community before and after introduction of a widespread vaccination program. Am J Epidemiol. 2002;155:891–6.CrossRef Présiozi M-P, Yam A, Wassilak SGF, Chabirand L, Simaga A, et al. Epidemiology of pertussis in a west African community before and after introduction of a widespread vaccination program. Am J Epidemiol. 2002;155:891–6.CrossRef
57.
go back to reference Gizaw M, Harries AD, Ade S, Tayler-Smith K, Ali E, et al. Diabetes mellitus in Addis Ababa, Ethiopia: admissions, complications and outcomes in a large referral hospital. Int Union Tuberc Lung Dis. 2015;5(1):74–8. Gizaw M, Harries AD, Ade S, Tayler-Smith K, Ali E, et al. Diabetes mellitus in Addis Ababa, Ethiopia: admissions, complications and outcomes in a large referral hospital. Int Union Tuberc Lung Dis. 2015;5(1):74–8.
58.
go back to reference Misganaw A, Hailemariam D, Ali A, Araya T. Epidemiology of major non-communicable diseases in Ethiopia: a systematic review. J Health Popul Nutr. 2014;32(1):1–13.PubMedPubMedCentral Misganaw A, Hailemariam D, Ali A, Araya T. Epidemiology of major non-communicable diseases in Ethiopia: a systematic review. J Health Popul Nutr. 2014;32(1):1–13.PubMedPubMedCentral
59.
go back to reference Ba-Diop A, Marin B, Druet-Cabanac, Nagoungou E, Newton CR, Preux P-M. Epidemiology, causes, and treatment of epilepsy in sub-Saharan Africa. Lancet Neurol. 2014;13:1029–44.CrossRefPubMed Ba-Diop A, Marin B, Druet-Cabanac, Nagoungou E, Newton CR, Preux P-M. Epidemiology, causes, and treatment of epilepsy in sub-Saharan Africa. Lancet Neurol. 2014;13:1029–44.CrossRefPubMed
60.
go back to reference Bjerkreim Strand K, Chisholm D, Fekadu A, Johansson KA. Scaling-up essential neuropsychiatric services in Ethiopia: a cost-effectiveness analysis. Health Policy Plan. 2016;31(4):504–13. doi:10.1093/heapol/czv093.CrossRef Bjerkreim Strand K, Chisholm D, Fekadu A, Johansson KA. Scaling-up essential neuropsychiatric services in Ethiopia: a cost-effectiveness analysis. Health Policy Plan. 2016;31(4):504–13. doi:10.​1093/​heapol/​czv093.CrossRef
62.
go back to reference Hailu A, Haile MD. Patient side cost and its predictors for cervical cancer in Ethiopia: a cross sectional hospital based study. BMC Cancer. 2013;13:69.CrossRefPubMedPubMedCentral Hailu A, Haile MD. Patient side cost and its predictors for cervical cancer in Ethiopia: a cross sectional hospital based study. BMC Cancer. 2013;13:69.CrossRefPubMedPubMedCentral
64.
go back to reference Groot MT, Baltussen R, Uyl-de Groot CA, Anderson BO, Hortobágyi GN. Costs and health effects of breast cancer interventions in epidemiologically different regions of Africa, North America, and Asia. Breast J. 2006;12 Suppl 1:S81–90.CrossRefPubMed Groot MT, Baltussen R, Uyl-de Groot CA, Anderson BO, Hortobágyi GN. Costs and health effects of breast cancer interventions in epidemiologically different regions of Africa, North America, and Asia. Breast J. 2006;12 Suppl 1:S81–90.CrossRefPubMed
65.
go back to reference To T, Stanojevic S, Moores G, Gershon AS, Bateman ED, et al. Global asthma prevalence in adults: findings from the cross-sectional world health survey. BMC Public Health. 2012;12:204.CrossRefPubMedPubMedCentral To T, Stanojevic S, Moores G, Gershon AS, Bateman ED, et al. Global asthma prevalence in adults: findings from the cross-sectional world health survey. BMC Public Health. 2012;12:204.CrossRefPubMedPubMedCentral
66.
67.
go back to reference Lawn JE, Shibuya K, Stein C. No cry at birth: global estimates of intrapartum stillbirths and intrapartum-related neonatal deaths. Bull World Health Organ. 2005;83:409–17.PubMedPubMedCentral Lawn JE, Shibuya K, Stein C. No cry at birth: global estimates of intrapartum stillbirths and intrapartum-related neonatal deaths. Bull World Health Organ. 2005;83:409–17.PubMedPubMedCentral
Metadata
Title
Assessing the burden of medical impoverishment by cause: a systematic breakdown by disease in Ethiopia
Authors
Stéphane Verguet
Solomon Tessema Memirie
Ole Frithjof Norheim
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2016
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-016-0697-0

Other articles of this Issue 1/2016

BMC Medicine 1/2016 Go to the issue