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Published in: BMC Public Health 1/2019

Open Access 01-12-2019 | Care | Research article

Socioeconomic inequalities in maternal health service utilisation: a case of antenatal care in Nigeria using a decomposition approach

Authors: Chijioke O. Nwosu, John E. Ataguba

Published in: BMC Public Health | Issue 1/2019

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Abstract

Background

Antenatal care (ANC) services are critical for maternal health but Nigeria performs poorly in ANC utilisation compared to other countries in sub-Saharan Africa. This study aimed to assess socioeconomic inequalities in ANC utilisation and the determinants of these inequalities in Nigeria.

Methods

The 2013 Nigeria Demographic and Health Survey data with 18,559 women was used for analysis. The paper used concentration curves and indices for different measures of ANC utilisation (no ANC visit, 1–3 ANC visits, at least four ANC visits, and the number of ANC visits). A positive (or negative) concentration index means that the measure of ANC utilisation was concentrated on the richer (poorer) population compared to their poorer (richer) counterparts. The concentration indices were also decomposed using standard methodologies to examine the significant determinants of the socioeconomic inequalities in no ANC visit, at least four ANC visits, and the number of ANC visits.

Results

No ANC visit was disproportionately concentrated among the poor (concentration index (CI) = − 0.573), whereas at least four ANC visits (CI = 0.582) and a higher number of ANC visits (CI = 0.357) were disproportionately concentrated among the rich. While these results were consistent across all the geopolitical zones and rural and urban areas, the inequalities were more prevalent in the northern zones (which also have the highest incidence of poverty in the country) and the rural areas. The significant contributors to inequalities in ANC utilisation were the zone of residence, wealth, women’s education (especially secondary) and employment, urban-rural residence, ethnicity, spousal education, and problems with obtaining permission to seek health care and distance to the clinic.

Conclusions

Addressing wealth inequalities, enhancing literacy, employment and mitigating spatial impediments to health care use will reduce socioeconomic inequalities in ANC utilisation in Nigeria. These factors are the social determinants of health inequalities. Thus, a social determinants of health approach is needed to address socioeconomic inequalities in ANC coverage in Nigeria.
Footnotes
1
Nigeria is divided into six geopolitical zones, with each geopolitical zone comprising about six states. These are North-West, North-East, North-Central, South-West, South-East and South-South. The northern zones are generally associated with a higher poverty prevalence (especially the North-West and North-East) ([24]
 
2
This was not used in the decomposition analysis because the benchmark category is ambiguous as it contains both zero visit and at least four visits.
 
Literature
1.
go back to reference Gertler P, Rahman O, Feifer C, Ashley D. Determinants of pregnancy outcomes and targeting of maternal health services in Jamaica. Soc Sci Med. 1993;37:199–211.CrossRef Gertler P, Rahman O, Feifer C, Ashley D. Determinants of pregnancy outcomes and targeting of maternal health services in Jamaica. Soc Sci Med. 1993;37:199–211.CrossRef
2.
go back to reference Say L, Raine R. A systematic review of inequalities in the use of maternal health care in developing countries: examining the scale of the problem and the importance of context. Bull World Health Organ. 2007;85:812–9.CrossRef Say L, Raine R. A systematic review of inequalities in the use of maternal health care in developing countries: examining the scale of the problem and the importance of context. Bull World Health Organ. 2007;85:812–9.CrossRef
3.
go back to reference Health Evidence Network: What is the effectiveness of antenatal care? Journal of health services research & policy 2006, 11:191–191. Health Evidence Network: What is the effectiveness of antenatal care? Journal of health services research & policy 2006, 11:191–191.
4.
go back to reference World Health Organization. WHO recommendations on antenatal care for a positive pregnancy experience. Geneva: World Health Organization; 2016. World Health Organization. WHO recommendations on antenatal care for a positive pregnancy experience. Geneva: World Health Organization; 2016.
5.
go back to reference World Health Organization. World health statistics 2015: indicator compendium. Geneva: World Health Organization; 2015.CrossRef World Health Organization. World health statistics 2015: indicator compendium. Geneva: World Health Organization; 2015.CrossRef
6.
go back to reference Ataguba JE. A reassessment of global antenatal care coverage for improving maternal health using sub-Saharan Africa as a case study. PLoS One. 2018;13:e0204822.CrossRef Ataguba JE. A reassessment of global antenatal care coverage for improving maternal health using sub-Saharan Africa as a case study. PLoS One. 2018;13:e0204822.CrossRef
7.
go back to reference Kyei NNA, Chansa C, Gabrysch S. Quality of antenatal care in Zambia: a national assessment. BMC Pregnancy and Childbirth. 2012;12:1–11.CrossRef Kyei NNA, Chansa C, Gabrysch S. Quality of antenatal care in Zambia: a national assessment. BMC Pregnancy and Childbirth. 2012;12:1–11.CrossRef
9.
go back to reference Beeckman K, Louckx F, Downe S, Putman K. The relationship between antenatal care and preterm birth: the importance of content of care. The European Journal of Public Health. 2012;23:366–71.CrossRef Beeckman K, Louckx F, Downe S, Putman K. The relationship between antenatal care and preterm birth: the importance of content of care. The European Journal of Public Health. 2012;23:366–71.CrossRef
10.
go back to reference Child EWE. The global strategy for women’s, children’s and adolescents’ health (2016–2030): survive, thrive, transform. Geneva: Every Woman Every Child; 2015. Child EWE. The global strategy for women’s, children’s and adolescents’ health (2016–2030): survive, thrive, transform. Geneva: Every Woman Every Child; 2015.
11.
go back to reference Countdown Coverage Writing Group. Countdown to 2015 for maternal, newborn, and child survival: the 2008 report on tracking coverage of interventions. Lancet. 2008;371:1247–58.CrossRef Countdown Coverage Writing Group. Countdown to 2015 for maternal, newborn, and child survival: the 2008 report on tracking coverage of interventions. Lancet. 2008;371:1247–58.CrossRef
12.
go back to reference Fagbamigbe AF, Idemudia ES. Barriers to antenatal care use in Nigeria: evidences from non-users and implications for maternal health programming. BMC Pregnancy and Childbirth. 2015;15:95.CrossRef Fagbamigbe AF, Idemudia ES. Barriers to antenatal care use in Nigeria: evidences from non-users and implications for maternal health programming. BMC Pregnancy and Childbirth. 2015;15:95.CrossRef
13.
go back to reference World Health Organization: Trends in maternal mortality: 1990 to 2015: Estimates by WHO, UNICEF, UNFPA, World Bank Group and the United Nations Population Division. Geneva; 2015. World Health Organization: Trends in maternal mortality: 1990 to 2015: Estimates by WHO, UNICEF, UNFPA, World Bank Group and the United Nations Population Division. Geneva; 2015.
14.
go back to reference Adewuyi EO, Auta A, Khanal V, Bamidele OD, Akuoko CP, Adefemi K, Tapshak SJ, Zhao Y. Prevalence and factors associated with underutilization of antenatal care services in Nigeria: a comparative study of rural and urban residences based on the 2013 Nigeria demographic and health survey. PLoS One. 2018;13:e0197324.CrossRef Adewuyi EO, Auta A, Khanal V, Bamidele OD, Akuoko CP, Adefemi K, Tapshak SJ, Zhao Y. Prevalence and factors associated with underutilization of antenatal care services in Nigeria: a comparative study of rural and urban residences based on the 2013 Nigeria demographic and health survey. PLoS One. 2018;13:e0197324.CrossRef
15.
go back to reference Ataguba JE, Ojo KO, Ichoku HE. Explaining socio-economic inequalities in immunization coverage in Nigeria. Health Policy Plan. 2016;31:1212–24.CrossRef Ataguba JE, Ojo KO, Ichoku HE. Explaining socio-economic inequalities in immunization coverage in Nigeria. Health Policy Plan. 2016;31:1212–24.CrossRef
17.
go back to reference Fullman N, Yearwood J, Abay SM, Abbafati C, Abd-Allah F, Abdela J, Abdelalim A, Abebe Z, Abebo TA, Aboyans V. Measuring performance on the healthcare access and quality index for 195 countries and territories and selected subnational locations: a systematic analysis from the global burden of disease study 2016. Lancet. 2018;391:2236–71.CrossRef Fullman N, Yearwood J, Abay SM, Abbafati C, Abd-Allah F, Abdela J, Abdelalim A, Abebe Z, Abebo TA, Aboyans V. Measuring performance on the healthcare access and quality index for 195 countries and territories and selected subnational locations: a systematic analysis from the global burden of disease study 2016. Lancet. 2018;391:2236–71.CrossRef
18.
go back to reference Fagbamigbe AF, Idemudia ES. Wealth and antenatal care utilization in Nigeria: policy implications. Health care for women international. 2017;38:17–37.CrossRef Fagbamigbe AF, Idemudia ES. Wealth and antenatal care utilization in Nigeria: policy implications. Health care for women international. 2017;38:17–37.CrossRef
19.
go back to reference Pallikadavath S, Foss M, Stones RW. Antenatal care: provision and inequality in rural North India. Soc Sci Med. 2004;59:1147–58.CrossRef Pallikadavath S, Foss M, Stones RW. Antenatal care: provision and inequality in rural North India. Soc Sci Med. 2004;59:1147–58.CrossRef
20.
go back to reference Magadi MA, Agwanda AO, Obare FO. A comparative analysis of the use of maternal health services between teenagers and older mothers in sub-Saharan Africa: evidence from demographic and health surveys (DHS). Soc Sci Med. 2007;64:1311–25.CrossRef Magadi MA, Agwanda AO, Obare FO. A comparative analysis of the use of maternal health services between teenagers and older mothers in sub-Saharan Africa: evidence from demographic and health surveys (DHS). Soc Sci Med. 2007;64:1311–25.CrossRef
21.
go back to reference Gyimah SO, Takyi BK, Addai I. Challenges to the reproductive-health needs of African women: on religion and maternal health utilization in Ghana. Soc Sci Med. 2006;62:2930–44.CrossRef Gyimah SO, Takyi BK, Addai I. Challenges to the reproductive-health needs of African women: on religion and maternal health utilization in Ghana. Soc Sci Med. 2006;62:2930–44.CrossRef
22.
go back to reference Joshi C, Torvaldsen S, Hodgson R, Hayen A. Factors associated with the use and quality of antenatal care in Nepal: a population-based study using the demographic and health survey data. BMC pregnancy and childbirth. 2014;14:94.CrossRef Joshi C, Torvaldsen S, Hodgson R, Hayen A. Factors associated with the use and quality of antenatal care in Nepal: a population-based study using the demographic and health survey data. BMC pregnancy and childbirth. 2014;14:94.CrossRef
23.
go back to reference Navaneetham K, Dharmalingam A. Utilization of maternal health care services in southern India. Soc Sci Med. 2002;55:1849–69.CrossRef Navaneetham K, Dharmalingam A. Utilization of maternal health care services in southern India. Soc Sci Med. 2002;55:1849–69.CrossRef
24.
go back to reference World Bank: Federal Republic of Nigeria poverty work program: poverty reduction in Nigeria in the last decade. 2016.CrossRef World Bank: Federal Republic of Nigeria poverty work program: poverty reduction in Nigeria in the last decade. 2016.CrossRef
25.
go back to reference National Population Commission (Nigeria), ICF International: Nigeria Demographic and Health Survey 2013. Abuja, Nigeria Rockville, Maryland, USA; 2014. National Population Commission (Nigeria), ICF International: Nigeria Demographic and Health Survey 2013. Abuja, Nigeria Rockville, Maryland, USA; 2014.
26.
go back to reference Vyas S, Kumaranayake L. Constructing socio-economic status indices: how to use principal components analysis. Health Policy Plan. 2006;21:459–68.CrossRef Vyas S, Kumaranayake L. Constructing socio-economic status indices: how to use principal components analysis. Health Policy Plan. 2006;21:459–68.CrossRef
27.
go back to reference O’Donnell O, van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data: a guide to techniques and their implementation. Washington DC: The World Bank. 2008.CrossRef O’Donnell O, van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data: a guide to techniques and their implementation. Washington DC: The World Bank. 2008.CrossRef
28.
go back to reference Araar A, Duclos J-Y. DASP: distributive analysis Stata package. Laval: PEP, CIRPÉE and World Bank, Université Laval; 2009. Araar A, Duclos J-Y. DASP: distributive analysis Stata package. Laval: PEP, CIRPÉE and World Bank, Université Laval; 2009.
29.
go back to reference Wagstaff A. The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 2005;14:429–32.CrossRef Wagstaff A. The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 2005;14:429–32.CrossRef
30.
go back to reference Erreygers G. Correcting the concentration index. J Health Econ. 2009;28:504–15.CrossRef Erreygers G. Correcting the concentration index. J Health Econ. 2009;28:504–15.CrossRef
31.
go back to reference Erreygers G. Correcting the concentration index: a reply to Wagstaff. J Health Econ. 2009;28:521–4.CrossRef Erreygers G. Correcting the concentration index: a reply to Wagstaff. J Health Econ. 2009;28:521–4.CrossRef
32.
go back to reference Wagstaff A. Correcting the concentration index: a comment. J Health Econ. 2009;28:516–20.CrossRef Wagstaff A. Correcting the concentration index: a comment. J Health Econ. 2009;28:516–20.CrossRef
33.
go back to reference Wagstaff A, van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econ. 2003;112:207–23.CrossRef Wagstaff A, van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econ. 2003;112:207–23.CrossRef
34.
go back to reference Efron B. Better bootstrap confidence intervals. J Am Stat Assoc. 1987;82:171–85.CrossRef Efron B. Better bootstrap confidence intervals. J Am Stat Assoc. 1987;82:171–85.CrossRef
35.
go back to reference Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Stat Sci. 1986;1:54–75.CrossRef Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Stat Sci. 1986;1:54–75.CrossRef
36.
go back to reference StataCorp: Stata Statistical Software: Release 12. College Station, TX: StataCorp LP; 2011. StataCorp: Stata Statistical Software: Release 12. College Station, TX: StataCorp LP; 2011.
37.
go back to reference Houweling TA, Ronsmans C, Campbell OM, Kunst AE. Huge poor-rich inequalities in maternity care: an international comparative study of maternity and child care in developing countries. Bull World Health Organ. 2007;85:745–54.CrossRef Houweling TA, Ronsmans C, Campbell OM, Kunst AE. Huge poor-rich inequalities in maternity care: an international comparative study of maternity and child care in developing countries. Bull World Health Organ. 2007;85:745–54.CrossRef
38.
go back to reference National Bureau of Statistics. 2017 statistical report on women and men in Nigeria. Abuja: National Bureau of Statistics; 2018. National Bureau of Statistics. 2017 statistical report on women and men in Nigeria. Abuja: National Bureau of Statistics; 2018.
39.
go back to reference Simkhada B, van Teijlingen ER, Porter M, Simkhada P. Factors affecting the utilization of antenatal care in developing countries: systematic review of the literature. J Adv Nurs. 2008;61:244–60.CrossRef Simkhada B, van Teijlingen ER, Porter M, Simkhada P. Factors affecting the utilization of antenatal care in developing countries: systematic review of the literature. J Adv Nurs. 2008;61:244–60.CrossRef
40.
go back to reference Miles-Doan R, Brewster KL. The impact of type of employment on women's use of prenatal-care services and family planning in urban Cebu, the Philippines. Stud Fam Plan. 1998;29:69–78.CrossRef Miles-Doan R, Brewster KL. The impact of type of employment on women's use of prenatal-care services and family planning in urban Cebu, the Philippines. Stud Fam Plan. 1998;29:69–78.CrossRef
45.
go back to reference Adamu Y, Salihu H. Barriers to the use of antenatal and obstetric care services in rural Kano, Nigeria. J Obstet Gynaecol. 2002;22:600–3.CrossRef Adamu Y, Salihu H. Barriers to the use of antenatal and obstetric care services in rural Kano, Nigeria. J Obstet Gynaecol. 2002;22:600–3.CrossRef
46.
go back to reference Hosseinpoor AR, Van Doorslaer E, Speybroeck N, Naghavi M, Mohammad K, Majdzadeh R, Delavar B, Jamshidi H, Vega J. Decomposing socioeconomic inequality in infant mortality in Iran. Int J Epidemiol. 2006;35:1211–9.CrossRef Hosseinpoor AR, Van Doorslaer E, Speybroeck N, Naghavi M, Mohammad K, Majdzadeh R, Delavar B, Jamshidi H, Vega J. Decomposing socioeconomic inequality in infant mortality in Iran. Int J Epidemiol. 2006;35:1211–9.CrossRef
47.
go back to reference Babalola S. Maternal reasons for non-immunisation and partial immunisation in northern Nigeria. J Paediatr Child Health. 2011;47:276–81.CrossRef Babalola S. Maternal reasons for non-immunisation and partial immunisation in northern Nigeria. J Paediatr Child Health. 2011;47:276–81.CrossRef
48.
go back to reference Muchie KF. Quality of antenatal care services and completion of four or more antenatal care visits in Ethiopia: a finding based on a demographic and health survey. BMC Pregnancy and Childbirth. 2017;17:1–7.CrossRef Muchie KF. Quality of antenatal care services and completion of four or more antenatal care visits in Ethiopia: a finding based on a demographic and health survey. BMC Pregnancy and Childbirth. 2017;17:1–7.CrossRef
49.
go back to reference Boller C, Wyss K, Mtasiwa D, Tanner M. Quality and comparison of antenatal care in public and private providers in the United Republic of Tanzania. Bull World Health Organ. 2003;81:116–22.PubMedPubMedCentral Boller C, Wyss K, Mtasiwa D, Tanner M. Quality and comparison of antenatal care in public and private providers in the United Republic of Tanzania. Bull World Health Organ. 2003;81:116–22.PubMedPubMedCentral
50.
go back to reference Zwi AB, Brugha R, Smith E. Private health care in developing countries: if it is to work, it must start from what users need. Br Med J. 2001;323:463–4.CrossRef Zwi AB, Brugha R, Smith E. Private health care in developing countries: if it is to work, it must start from what users need. Br Med J. 2001;323:463–4.CrossRef
Metadata
Title
Socioeconomic inequalities in maternal health service utilisation: a case of antenatal care in Nigeria using a decomposition approach
Authors
Chijioke O. Nwosu
John E. Ataguba
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Care
Published in
BMC Public Health / Issue 1/2019
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-019-7840-8

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