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Published in: International Journal for Equity in Health 1/2020

Open Access 01-12-2020 | Care | Research

Inequalities in reproductive health care use in five West-African countries: A decomposition analysis of the wealth-based gaps

Authors: Oluwasegun Jko Ogundele, Milena Pavlova, Wim Groot

Published in: International Journal for Equity in Health | Issue 1/2020

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Abstract

Background

Family planning and maternal care services have become increasingly available in West Africa but the level of non-use remains high. This unfavorable outcome may be partly due to the unaffordability of reproductive health care services.

Methods

Using the Demographic Health Survey data from Burkina Faso, Niger, Nigeria, Ghana, and Senegal, we perform a decomposition analysis to quantify the contribution of socio-demographic characteristics to disparities in exposure to mass media information on family planning, use of modern contraceptives, adequate antenatal care visits, facility-based childbirth and C-section between low-wealth and high-wealth women.

Results

Our study shows that differences in maternal characteristics between the wealth groups explain at least 40% of the gap in exposure to mass media family planning information, 30% in modern contraceptive use, 24% of adequate antenatal care visits, 47% of the difference in facility-based childbirths, and 62% in C-section. Lack of information on pregnancy complications, living in rural residence, religion, lack of autonomy in health facility seeking decision, need to pay, and distance explains the disparity in reproductive health care use across all countries. In countries with complete fee exemption policies for specific groups in the population, Ghana, Niger, and Senegal, the inequality gaps between wealth groups in having an adequate number of antenatal care visits and facility-based childbirth are smaller than in countries with partial or no exemption policies. But this is not the case for C-section.

Conclusions

There is evidence that current policies addressing the cost of maternal care services may increase the wealth-based inequality in maternal care use if socio-demographic differences are not addressed. Public health interventions are needed to target socio-demographic disparities and health facility seeking problems that disadvantage women in poor households.
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Literature
4.
go back to reference Creanga AA, Gillespie D, Karklins S, Tsui AO. Low use of contraception among poor women in Africa: an equity issue. Bull World Health Organ. 2011;89(4):258–66.CrossRefPubMedPubMedCentral Creanga AA, Gillespie D, Karklins S, Tsui AO. Low use of contraception among poor women in Africa: an equity issue. Bull World Health Organ. 2011;89(4):258–66.CrossRefPubMedPubMedCentral
5.
go back to reference Alam N, Hajizadeh M, Dumont A, Fournier P. Inequalities in maternal health care utilization in sub-Saharan African countries: a multiyear and multi-country analysis. PLoS One. 2015;10(4):e0120922.CrossRefPubMedPubMedCentral Alam N, Hajizadeh M, Dumont A, Fournier P. Inequalities in maternal health care utilization in sub-Saharan African countries: a multiyear and multi-country analysis. PLoS One. 2015;10(4):e0120922.CrossRefPubMedPubMedCentral
6.
go back to reference Abekah-Nkrumah G. Spatial variation in the use of reproductive health services over time: a decomposition analysis. Bmc Pregnancy Childb. 2018;18(1):63.CrossRef Abekah-Nkrumah G. Spatial variation in the use of reproductive health services over time: a decomposition analysis. Bmc Pregnancy Childb. 2018;18(1):63.CrossRef
7.
go back to reference Hosseinpoor AR, Victora CG, Bergen N, Barros AJ, Boerma T. Towards universal health coverage: the role of within-country wealth-related inequality in 28 countries in sub-Saharan Africa. Bull World Health Organ. 2011;89(12):881–90.CrossRefPubMedPubMedCentral Hosseinpoor AR, Victora CG, Bergen N, Barros AJ, Boerma T. Towards universal health coverage: the role of within-country wealth-related inequality in 28 countries in sub-Saharan Africa. Bull World Health Organ. 2011;89(12):881–90.CrossRefPubMedPubMedCentral
8.
go back to reference Do M, Soelaeman R, Hotchkiss DR. Explaining inequity in the use of institutional delivery services in selected countries. Matern Child Health J. 2015;19(4):755–63.CrossRefPubMed Do M, Soelaeman R, Hotchkiss DR. Explaining inequity in the use of institutional delivery services in selected countries. Matern Child Health J. 2015;19(4):755–63.CrossRefPubMed
9.
go back to reference Goli S, Nawal D, Rammohan A, Sekher TV, Singh D. Decomposing the Socioeconomic Inequality in Utilization of Maternal Health Care Services in Selected Countries of South Asia and Sub-Saharan Africa. J Biosoc Sci. 2018;50(6):749–69.CrossRefPubMed Goli S, Nawal D, Rammohan A, Sekher TV, Singh D. Decomposing the Socioeconomic Inequality in Utilization of Maternal Health Care Services in Selected Countries of South Asia and Sub-Saharan Africa. J Biosoc Sci. 2018;50(6):749–69.CrossRefPubMed
10.
go back to reference Adeyanju O, Tubeuf S, Ensor T. Socio-economic inequalities in access to maternal and child healthcare in Nigeria: changes over time and decomposition analysis. Health Policy Plan. 2017;32(8):1111–8.CrossRefPubMed Adeyanju O, Tubeuf S, Ensor T. Socio-economic inequalities in access to maternal and child healthcare in Nigeria: changes over time and decomposition analysis. Health Policy Plan. 2017;32(8):1111–8.CrossRefPubMed
11.
go back to reference Ajaero CK, Odimegwu C, Ajaero ID, Nwachukwu CA. Access to mass media messages, and use of family planning in Nigeria: a spatio-demographic analysis from the 2013 DHS. BMC Public Health. 2016;16:427.CrossRefPubMedPubMedCentral Ajaero CK, Odimegwu C, Ajaero ID, Nwachukwu CA. Access to mass media messages, and use of family planning in Nigeria: a spatio-demographic analysis from the 2013 DHS. BMC Public Health. 2016;16:427.CrossRefPubMedPubMedCentral
12.
go back to reference Obiyan MO, Kumar A. Socioeconomic Inequalities in the Use of Maternal Health Care Services in Nigeria: Trends Between 1990 and 2008. SAGE Open. 2015;5(4):2158244015614070.CrossRef Obiyan MO, Kumar A. Socioeconomic Inequalities in the Use of Maternal Health Care Services in Nigeria: Trends Between 1990 and 2008. SAGE Open. 2015;5(4):2158244015614070.CrossRef
13.
go back to reference Asamoah BO, Agardh A, Pettersson KO, Ostergren PO. Magnitude and trends of inequalities in antenatal care and delivery under skilled care among different socio-demographic groups in Ghana from 1988 - 2008. Bmc Pregnancy Childb. 2014;14:295.CrossRef Asamoah BO, Agardh A, Pettersson KO, Ostergren PO. Magnitude and trends of inequalities in antenatal care and delivery under skilled care among different socio-demographic groups in Ghana from 1988 - 2008. Bmc Pregnancy Childb. 2014;14:295.CrossRef
14.
go back to reference Mezmur M, Navaneetham K, Letamo G, Bariagaber H. Socioeconomic inequalities in the uptake of maternal healthcare services in Ethiopia. BMC Health Serv Res. 2017;17(1):367.CrossRefPubMedPubMedCentral Mezmur M, Navaneetham K, Letamo G, Bariagaber H. Socioeconomic inequalities in the uptake of maternal healthcare services in Ethiopia. BMC Health Serv Res. 2017;17(1):367.CrossRefPubMedPubMedCentral
15.
go back to reference Mwase T, Brenner S, Mazalale J, et al. Inequities and their determinants in coverage of maternal health services in Burkina Faso. Int J Equity Health. 2018;17(1):58.CrossRefPubMedPubMedCentral Mwase T, Brenner S, Mazalale J, et al. Inequities and their determinants in coverage of maternal health services in Burkina Faso. Int J Equity Health. 2018;17(1):58.CrossRefPubMedPubMedCentral
16.
go back to reference Ogundele OJ, Pavlova M, Groot W. Examining trends in inequality in the use of reproductive health care services in Ghana and Nigeria. BMC Pregnancy and Childbirth. 2018;18(1):492.CrossRefPubMedPubMedCentral Ogundele OJ, Pavlova M, Groot W. Examining trends in inequality in the use of reproductive health care services in Ghana and Nigeria. BMC Pregnancy and Childbirth. 2018;18(1):492.CrossRefPubMedPubMedCentral
17.
18.
go back to reference Ridde V, Morestin F. A scoping review of the literature on the abolition of user fees in health care services in Africa. Health Policy Plan. 2011;26(1):1–11.CrossRefPubMed Ridde V, Morestin F. A scoping review of the literature on the abolition of user fees in health care services in Africa. Health Policy Plan. 2011;26(1):1–11.CrossRefPubMed
19.
go back to reference Richard F, Antony M, Witter S, et al. Fee Exemption for Maternal Care in Sub-Saharan Africa: A Review of 11 Countries and Lessons for the Region. Richard, Fabienne and Antony, Matthieu and Witter, Sophie and Kelley, Allison and Sieleunou, Isidore and Kafando, Yamba and Meessen, Bruno (2013) Fee Exemption for Maternal Care in Sub-Saharan Africa: A Review of 11 Countries and Lessons for the Region Global Health Governance, 6 (2) pp 52-72 ISSN 1939-2389, 2013. Item Resolution URL http://eresearch.qmu.ac.uk/3250/1/eResearch_3250.pdf (accessed. Richard F, Antony M, Witter S, et al. Fee Exemption for Maternal Care in Sub-Saharan Africa: A Review of 11 Countries and Lessons for the Region. Richard, Fabienne and Antony, Matthieu and Witter, Sophie and Kelley, Allison and Sieleunou, Isidore and Kafando, Yamba and Meessen, Bruno (2013) Fee Exemption for Maternal Care in Sub-Saharan Africa: A Review of 11 Countries and Lessons for the Region Global Health Governance, 6 (2) pp 52-72 ISSN 1939-2389, 2013. Item Resolution URL http://​eresearch.​qmu.​ac.​uk/​3250/​1/​eResearch_​3250.​pdf (accessed.
21.
go back to reference Ridde V, Kouanda S, Bado A, Bado N, Haddad S. Reducing the medical cost of deliveries in Burkina Faso is good for everyone, including the poor. PLoS One. 2012;7(3):e33082.CrossRefPubMedPubMedCentral Ridde V, Kouanda S, Bado A, Bado N, Haddad S. Reducing the medical cost of deliveries in Burkina Faso is good for everyone, including the poor. PLoS One. 2012;7(3):e33082.CrossRefPubMedPubMedCentral
22.
go back to reference Richard F, Antony M, Witter S, et al. Fee exemption for maternal care in sub-Saharan Africa: a review of 11 countries and lessons for the region. Glob Health Governance. 2013;6(2):52–72. Richard F, Antony M, Witter S, et al. Fee exemption for maternal care in sub-Saharan Africa: a review of 11 countries and lessons for the region. Glob Health Governance. 2013;6(2):52–72.
25.
go back to reference Ridde V, Diarra A. A process evaluation of user fees abolition for pregnant women and children under five years in two districts in Niger (West Africa). BMC Health Serv Res. 2009;9(1):89.CrossRefPubMedPubMedCentral Ridde V, Diarra A. A process evaluation of user fees abolition for pregnant women and children under five years in two districts in Niger (West Africa). BMC Health Serv Res. 2009;9(1):89.CrossRefPubMedPubMedCentral
27.
go back to reference Edu BC, Agan TU, Monjok E, Makowiecka K. Effect of Free Maternal Health Care Program on Health-seeking Behaviour of Women during Pregnancy, Intra-partum and Postpartum Periods in Cross River State of Nigeria: A Mixed Method Study. Open Access Maced J Med Sci. 2017;5(3):370–82.PubMedPubMedCentral Edu BC, Agan TU, Monjok E, Makowiecka K. Effect of Free Maternal Health Care Program on Health-seeking Behaviour of Women during Pregnancy, Intra-partum and Postpartum Periods in Cross River State of Nigeria: A Mixed Method Study. Open Access Maced J Med Sci. 2017;5(3):370–82.PubMedPubMedCentral
28.
go back to reference Mohammed S, Dong H. Tackling Millennium Development Goals (MDGs) 4 and 5: The National Health Insurance Scheme (NHIS) Approach in Nigeria. J Public Health Afr. 2012;3(1):e9.CrossRefPubMedPubMedCentral Mohammed S, Dong H. Tackling Millennium Development Goals (MDGs) 4 and 5: The National Health Insurance Scheme (NHIS) Approach in Nigeria. J Public Health Afr. 2012;3(1):e9.CrossRefPubMedPubMedCentral
30.
go back to reference Witter S, Arhinful DK, Kusi A, Zakariah-Akoto S. The experience of Ghana in implementing a user fee exemption policy to provide free delivery care. Reprod Health Matters. 2007;15(30):61–71.CrossRefPubMed Witter S, Arhinful DK, Kusi A, Zakariah-Akoto S. The experience of Ghana in implementing a user fee exemption policy to provide free delivery care. Reprod Health Matters. 2007;15(30):61–71.CrossRefPubMed
32.
go back to reference Witter S, Dieng T, Mbengue D, Moreira I, De Brouwere V. The national free delivery and caesarean policy in Senegal: evaluating process and outcomes. Health Policy Plan. 2010;25(5):384–92.CrossRefPubMed Witter S, Dieng T, Mbengue D, Moreira I, De Brouwere V. The national free delivery and caesarean policy in Senegal: evaluating process and outcomes. Health Policy Plan. 2010;25(5):384–92.CrossRefPubMed
34.
go back to reference NPC NPC, ICF II. Nigeria Demographic and Health Survey 2013. Abuja, Nigeria: NPC/Nigeria and ICF International; 2014. NPC NPC, ICF II. Nigeria Demographic and Health Survey 2013. Abuja, Nigeria: NPC/Nigeria and ICF International; 2014.
35.
go back to reference GSS GSS, GHS GHS, ICF II. Ghana Demographic and Health Survey 2014. Rockville, Maryland, USA: GSS, GHS, and ICF International; 2015. GSS GSS, GHS GHS, ICF II. Ghana Demographic and Health Survey 2014. Rockville, Maryland, USA: GSS, GHS, and ICF International; 2015.
36.
go back to reference Agence Nationale de la Statistique et de la Démographie - ANSD/Sénégal, ICF, Senegal Enquête Démographique et de Santé Continue (EDS-Continue) 2016. Dakar, Sénégal: ANSD and ICF, 2017. Agence Nationale de la Statistique et de la Démographie - ANSD/Sénégal, ICF, Senegal Enquête Démographique et de Santé Continue (EDS-Continue) 2016. Dakar, Sénégal: ANSD and ICF, 2017.
37.
go back to reference Rutstein SO, Johnson K. The DHS wealth index. DHS comparative reports no. 6. Calverton: ORC Macro; 2004. Rutstein SO, Johnson K. The DHS wealth index. DHS comparative reports no. 6. Calverton: ORC Macro; 2004.
38.
go back to reference Fairlie R. The absence of the African-American owned business: An analysis of the dynamics of self-employment. J Labor Econ. 1999;17(1):80–108.CrossRef Fairlie R. The absence of the African-American owned business: An analysis of the dynamics of self-employment. J Labor Econ. 1999;17(1):80–108.CrossRef
39.
go back to reference Fairlie R. An extension of the Blinder-Oaxaca decomposition technique to logit and probit models; 2006. Fairlie R. An extension of the Blinder-Oaxaca decomposition technique to logit and probit models; 2006.
40.
go back to reference Brick A, Layte R, Nolan A, Turner MJ. Differences in nulliparous caesarean section rates across models of care: a decomposition analysis. BMC Health Serv Res. 2016;16:239.CrossRefPubMedPubMedCentral Brick A, Layte R, Nolan A, Turner MJ. Differences in nulliparous caesarean section rates across models of care: a decomposition analysis. BMC Health Serv Res. 2016;16:239.CrossRefPubMedPubMedCentral
41.
go back to reference Liu X, Gao W, Yan H. Measuring and decomposing the inequality of maternal health services utilization in western rural China. BMC Health Serv Res. 2014;14(1):102.CrossRefPubMedPubMedCentral Liu X, Gao W, Yan H. Measuring and decomposing the inequality of maternal health services utilization in western rural China. BMC Health Serv Res. 2014;14(1):102.CrossRefPubMedPubMedCentral
42.
go back to reference Countdown Equity Analysis G, Boerma JT, Bryce J, Kinfu Y, Axelson H, Victora CG. Mind the gap: equity and trends in coverage of maternal, newborn, and child health services in 54 Countdown countries. Lancet. 2008;371(9620):1259–67.CrossRef Countdown Equity Analysis G, Boerma JT, Bryce J, Kinfu Y, Axelson H, Victora CG. Mind the gap: equity and trends in coverage of maternal, newborn, and child health services in 54 Countdown countries. Lancet. 2008;371(9620):1259–67.CrossRef
43.
go back to reference Nigeria Federal Ministry of Health FMOH. National reproductive health policy and strategy: to achieve quality reproductive and sexual health for all Nigerians. Nigeria: Federal Ministry of Health; 2001. Nigeria Federal Ministry of Health FMOH. National reproductive health policy and strategy: to achieve quality reproductive and sexual health for all Nigerians. Nigeria: Federal Ministry of Health; 2001.
44.
go back to reference Ahonsi B. Commentary: Accelerating the quest for integrated and comprehensive sexual and reproductive health services in Nigeria. Global Public Health. 2015;10(2):174–6.CrossRefPubMed Ahonsi B. Commentary: Accelerating the quest for integrated and comprehensive sexual and reproductive health services in Nigeria. Global Public Health. 2015;10(2):174–6.CrossRefPubMed
45.
go back to reference Benson A, Calhoun L, Corroon M, et al. The Senegal urban reproductive health initiative: a longitudinal program impact evaluation. Contraception. 2018;97(5):439–44.CrossRefPubMedPubMedCentral Benson A, Calhoun L, Corroon M, et al. The Senegal urban reproductive health initiative: a longitudinal program impact evaluation. Contraception. 2018;97(5):439–44.CrossRefPubMedPubMedCentral
46.
go back to reference Krenn S, Cobb L, Babalola S, Odeku M, Kusemiju B. Using behavior change communication to lead a comprehensive family planning program: the Nigerian Urban Reproductive Health Initiative. Global Health Sci Pract. 2014;2(4):427–43.CrossRef Krenn S, Cobb L, Babalola S, Odeku M, Kusemiju B. Using behavior change communication to lead a comprehensive family planning program: the Nigerian Urban Reproductive Health Initiative. Global Health Sci Pract. 2014;2(4):427–43.CrossRef
47.
go back to reference Wulifan JK, Mazalale J, Jahn A, et al. Factors Associated with Contraceptive Use among Women of Reproductive Age in Rural Districts of Burkina Faso. J Health Care Poor Underserved. 2017;28(1):228–47.CrossRefPubMed Wulifan JK, Mazalale J, Jahn A, et al. Factors Associated with Contraceptive Use among Women of Reproductive Age in Rural Districts of Burkina Faso. J Health Care Poor Underserved. 2017;28(1):228–47.CrossRefPubMed
48.
go back to reference Achana FS, Bawah AA, Jackson EF, et al. Spatial and socio-demographic determinants of contraceptive use in the Upper East region of Ghana. Reprod Health. 2015;12(1):29.CrossRefPubMedPubMedCentral Achana FS, Bawah AA, Jackson EF, et al. Spatial and socio-demographic determinants of contraceptive use in the Upper East region of Ghana. Reprod Health. 2015;12(1):29.CrossRefPubMedPubMedCentral
49.
go back to reference Witter S, Boukhalfa C, Cresswell JA, et al. Cost and impact of policies to remove and reduce fees for obstetric care in Benin, Burkina Faso, Mali and Morocco. Int J Equity Health. 2016;15(1):123.CrossRefPubMedPubMedCentral Witter S, Boukhalfa C, Cresswell JA, et al. Cost and impact of policies to remove and reduce fees for obstetric care in Benin, Burkina Faso, Mali and Morocco. Int J Equity Health. 2016;15(1):123.CrossRefPubMedPubMedCentral
50.
go back to reference Onwujekwe O, Obi F, Uzochukwu B. Assessment of the NHIS-MDG free Maternal and Child Health program and the prospects for program re-activation/scale-up using the Basic Health Care Provision Fund in Nigeria; 2016. Onwujekwe O, Obi F, Uzochukwu B. Assessment of the NHIS-MDG free Maternal and Child Health program and the prospects for program re-activation/scale-up using the Basic Health Care Provision Fund in Nigeria; 2016.
51.
go back to reference Asante F, Chikwama C, Daniels A, Armar-Klemesu M. Evaluating the economic outcomes of the policy of fee exemption for maternal delivery care in ghana. Ghana Med J. 2007;41(3):110–7.PubMedPubMedCentral Asante F, Chikwama C, Daniels A, Armar-Klemesu M. Evaluating the economic outcomes of the policy of fee exemption for maternal delivery care in ghana. Ghana Med J. 2007;41(3):110–7.PubMedPubMedCentral
52.
go back to reference Cisse CT, Faye EO, de Bernis L, Dujardin B, Diadhiou F. Cesarean sections in Senegal: coverage of needs and quality of services. Sante. 1998;8(5):369–77.PubMed Cisse CT, Faye EO, de Bernis L, Dujardin B, Diadhiou F. Cesarean sections in Senegal: coverage of needs and quality of services. Sante. 1998;8(5):369–77.PubMed
53.
go back to reference Arsenault C, Fournier P, Philibert A, et al. Emergency obstetric care in Mali: catastrophic spending and its impoverishing effects on households. Bull World Health Organ. 2013;91(3):207–16.CrossRefPubMedPubMedCentral Arsenault C, Fournier P, Philibert A, et al. Emergency obstetric care in Mali: catastrophic spending and its impoverishing effects on households. Bull World Health Organ. 2013;91(3):207–16.CrossRefPubMedPubMedCentral
54.
go back to reference Somé DT, Sombié I, Meda N. How decision for seeking maternal care is made - a qualitative study in two rural medical districts of Burkina Faso. Reprod Health. 2013;10(1):8.CrossRefPubMedPubMedCentral Somé DT, Sombié I, Meda N. How decision for seeking maternal care is made - a qualitative study in two rural medical districts of Burkina Faso. Reprod Health. 2013;10(1):8.CrossRefPubMedPubMedCentral
55.
go back to reference Pell C, Menaca A, Were F, et al. Factors affecting antenatal care attendance: results from qualitative studies in Ghana, Kenya and Malawi. PLoS One. 2013;8(1):e53747.CrossRefPubMedPubMedCentral Pell C, Menaca A, Were F, et al. Factors affecting antenatal care attendance: results from qualitative studies in Ghana, Kenya and Malawi. PLoS One. 2013;8(1):e53747.CrossRefPubMedPubMedCentral
56.
go back to reference Arthur E. Wealth and antenatal care use: implications for maternal health care utilisation in Ghana. Heal Econ Rev. 2012;2(1):14.CrossRef Arthur E. Wealth and antenatal care use: implications for maternal health care utilisation in Ghana. Heal Econ Rev. 2012;2(1):14.CrossRef
57.
go back to reference Onarheim KH, Taddesse M, Norheim OF, Abdullah M, Miljeteig I. Towards universal health coverage for reproductive health services in Ethiopia: two policy recommendations. Int J Equity Health. 2015;14(1):86.CrossRefPubMedPubMedCentral Onarheim KH, Taddesse M, Norheim OF, Abdullah M, Miljeteig I. Towards universal health coverage for reproductive health services in Ethiopia: two policy recommendations. Int J Equity Health. 2015;14(1):86.CrossRefPubMedPubMedCentral
Metadata
Title
Inequalities in reproductive health care use in five West-African countries: A decomposition analysis of the wealth-based gaps
Authors
Oluwasegun Jko Ogundele
Milena Pavlova
Wim Groot
Publication date
01-12-2020
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2020
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-020-01167-7

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