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Published in: Health Economics Review 1/2018

Open Access 01-12-2018 | Research

Inequalities in child immunization coverage in Ghana: evidence from a decomposition analysis

Authors: Derek Asuman, Charles Godfred Ackah, Ulrika Enemark

Published in: Health Economics Review | Issue 1/2018

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Abstract

Childhood vaccination has been promoted as a global intervention aimed at improving child survival and health, through the reduction of vaccine preventable deaths. However, there exist significant inequalities in achieving universal coverage of child vaccination among and within countries. In this paper, we examine rural-urban inequalities in child immunizations in Ghana. Using data from the recent two waves of the Ghana Demographic and Health Survey, we examine the probability that a child between 12 and 59 months receives the required vaccinations and proceed to decompose the sources of inequalities in the probability of full immunization between rural and urban areas. We find significant child-specific, maternal and household characteristics on a child’s immunization status. The results show that children in rural areas are more likely to complete the required vaccinations. The direction and sources of inequalities in child immunizations have changed between the two survey waves. We find a pro-urban advantage in 2008 arising from differences in observed characteristics whilst a pro-rural advantage emerges in 2014 dominated by the differences in coefficients. Health system development and campaign efforts have focused on rural areas. There is a need to also specifically target vulnerable children in urban areas, to maintain focus on women empowerment and pay attention to children from high socio-economic households in less favourable economic times.
Literature
1.
go back to reference Abadura SA, Lerebo WT, Kulkarni U, Mekonnen ZA. Individual and community level determinants of childhood full immunization in Ethiopia: a multilevel analysis. BMC Public Health. 2015;15(1):972.CrossRefPubMedPubMedCentral Abadura SA, Lerebo WT, Kulkarni U, Mekonnen ZA. Individual and community level determinants of childhood full immunization in Ethiopia: a multilevel analysis. BMC Public Health. 2015;15(1):972.CrossRefPubMedPubMedCentral
2.
go back to reference Acharya A, Vellakkal S, Taylor F, Masset E, Satija A, Burke M, Ebrahim S. The impact of health insurance schemes for the informal sector in low-and middle-income countries: a systematic review. The World Bank Research Observer. 2012;28(2):236–66.CrossRef Acharya A, Vellakkal S, Taylor F, Masset E, Satija A, Burke M, Ebrahim S. The impact of health insurance schemes for the informal sector in low-and middle-income countries: a systematic review. The World Bank Research Observer. 2012;28(2):236–66.CrossRef
3.
go back to reference Adedokun ST, Uthman OA, Adekanmbi VT, Wiysonge CS. Incomplete childhood immunization in Nigeria: a multilevel analysis of individual and contextual factors. BMC Public Health. 2017;17(1):236.CrossRefPubMedPubMedCentral Adedokun ST, Uthman OA, Adekanmbi VT, Wiysonge CS. Incomplete childhood immunization in Nigeria: a multilevel analysis of individual and contextual factors. BMC Public Health. 2017;17(1):236.CrossRefPubMedPubMedCentral
4.
go back to reference Adongo PB, Phillips JF, Aikins M, Arhin DA, Schmitt M, Nwameme AU, Tabong PT, Binka FN. Does the design and implementation of proven innovations for delivering basic primary health care services in rural communities fit the urban setting: the case of Ghana’s community-based health planning and services (CHPS). Health research policy and systems. 2014;12(1):16.CrossRefPubMedPubMedCentral Adongo PB, Phillips JF, Aikins M, Arhin DA, Schmitt M, Nwameme AU, Tabong PT, Binka FN. Does the design and implementation of proven innovations for delivering basic primary health care services in rural communities fit the urban setting: the case of Ghana’s community-based health planning and services (CHPS). Health research policy and systems. 2014;12(1):16.CrossRefPubMedPubMedCentral
5.
go back to reference Antai D. Gender inequities, relationship power, and childhood immunization uptake in Nigeria: a population-based cross-sectional study. Int J Infect Dis. 2012;16(2):e136–45.CrossRefPubMed Antai D. Gender inequities, relationship power, and childhood immunization uptake in Nigeria: a population-based cross-sectional study. Int J Infect Dis. 2012;16(2):e136–45.CrossRefPubMed
6.
go back to reference Ataguba JE, Ojo KO, Ichoku HE. Explaining socio-economic inequalities in immunization coverage in Nigeria. Health Policy Plan. 2016;31(9):1212–24.CrossRefPubMed Ataguba JE, Ojo KO, Ichoku HE. Explaining socio-economic inequalities in immunization coverage in Nigeria. Health Policy Plan. 2016;31(9):1212–24.CrossRefPubMed
7.
go back to reference Awasthi A, Pandey CM, Singh U, Kumar S, Singh TB. Maternal determinants of immunization status of children aged 12–23 months in urban slums of Varanasi, India. Clinical Epidemiology and Global Health. 2015;3(3):110–6.CrossRef Awasthi A, Pandey CM, Singh U, Kumar S, Singh TB. Maternal determinants of immunization status of children aged 12–23 months in urban slums of Varanasi, India. Clinical Epidemiology and Global Health. 2015;3(3):110–6.CrossRef
8.
go back to reference Babirye JN, Engebretsen IM, Rutebemberwa E, Kiguli J, Nuwaha F. Urban settings do not ensure access to services: findings from the immunisation programme in Kampala Uganda. BMC Health Serv Res. 2014;14(1):111.CrossRefPubMedPubMedCentral Babirye JN, Engebretsen IM, Rutebemberwa E, Kiguli J, Nuwaha F. Urban settings do not ensure access to services: findings from the immunisation programme in Kampala Uganda. BMC Health Serv Res. 2014;14(1):111.CrossRefPubMedPubMedCentral
9.
go back to reference Barata RB, de Almeida Ribeiro MC, de Moraes JC, Flannery B. Socioeconomic inequalities and vaccination coverage: results of an immunisation coverage survey in 27 Brazilian capitals, 2007–2008. J Epidemiol Community Health. 2012;66(10):934–41.CrossRefPubMedPubMedCentral Barata RB, de Almeida Ribeiro MC, de Moraes JC, Flannery B. Socioeconomic inequalities and vaccination coverage: results of an immunisation coverage survey in 27 Brazilian capitals, 2007–2008. J Epidemiol Community Health. 2012;66(10):934–41.CrossRefPubMedPubMedCentral
10.
go back to reference Blinder AS. Wage discrimination: reduced form and structural estimates. J Hum Resour. 1973;8(4):436–55. Blinder AS. Wage discrimination: reduced form and structural estimates. J Hum Resour. 1973;8(4):436–55.
11.
go back to reference Brugiavini A, Pace N. Extending health insurance in Ghana: effects of the National Health Insurance Scheme on maternity care. Heal Econ Rev. 2016;6(1):7.CrossRef Brugiavini A, Pace N. Extending health insurance in Ghana: effects of the National Health Insurance Scheme on maternity care. Heal Econ Rev. 2016;6(1):7.CrossRef
12.
go back to reference Bryce J, Terreri N, Victora CG, Mason E, Daelmans B, Bhutta ZA, Bustreo F, Songane F, Salama P, Wardlaw T. Countdown to 2015: tracking intervention coverage for child survival. Lancet. 2006;368(9541):1067–76.CrossRefPubMed Bryce J, Terreri N, Victora CG, Mason E, Daelmans B, Bhutta ZA, Bustreo F, Songane F, Salama P, Wardlaw T. Countdown to 2015: tracking intervention coverage for child survival. Lancet. 2006;368(9541):1067–76.CrossRefPubMed
13.
go back to reference Bugvi AS, Rahat R, Zakar R, Zakar MZ, Fischer F, Nasrullah M, Manawar R. Factors associated with non-utilization of child immunization in Pakistan: evidence from the demographic and health survey 2006-07. BMC Public Health. 2014;14(1):232.CrossRefPubMedPubMedCentral Bugvi AS, Rahat R, Zakar R, Zakar MZ, Fischer F, Nasrullah M, Manawar R. Factors associated with non-utilization of child immunization in Pakistan: evidence from the demographic and health survey 2006-07. BMC Public Health. 2014;14(1):232.CrossRefPubMedPubMedCentral
14.
15.
go back to reference Charasse-Pouélé C, Fournier M. Health disparities between racial groups in South Africa: a decomposition analysis. Soc Sci Med. 2006;62(11):2897–914.CrossRefPubMed Charasse-Pouélé C, Fournier M. Health disparities between racial groups in South Africa: a decomposition analysis. Soc Sci Med. 2006;62(11):2897–914.CrossRefPubMed
16.
go back to reference Corsi DJ, Bassani DG, Kumar R, Awasthi S, Jotkar R, Kaur N, Jha P. Gender inequity and age-appropriate immunization coverage in India from 1992 to 2006. BMC International Health and Human Rights. 2009;9(1):S3.CrossRefPubMedPubMedCentral Corsi DJ, Bassani DG, Kumar R, Awasthi S, Jotkar R, Kaur N, Jha P. Gender inequity and age-appropriate immunization coverage in India from 1992 to 2006. BMC International Health and Human Rights. 2009;9(1):S3.CrossRefPubMedPubMedCentral
17.
go back to reference Crocker-Buque T, Mindra G, Duncan R, Mounier-Jack S. Immunization, urbanization and slums–a systematic review of factors and interventions. BMC Public Health. 2017;17(1):556.CrossRefPubMedPubMedCentral Crocker-Buque T, Mindra G, Duncan R, Mounier-Jack S. Immunization, urbanization and slums–a systematic review of factors and interventions. BMC Public Health. 2017;17(1):556.CrossRefPubMedPubMedCentral
18.
go back to reference Currie J, Almond D. Human capital development before age five. Handbook of Labor Economics. 2011;4:1315–486.CrossRef Currie J, Almond D. Human capital development before age five. Handbook of Labor Economics. 2011;4:1315–486.CrossRef
19.
go back to reference Egondi T, Oyolola M, Mutua MK, Elung’ata P. Determinants of immunization inequality among urban poor children: evidence from Nairobi’s informal settlements. Int J Equity Health. 2015;14(1):24.CrossRefPubMedPubMedCentral Egondi T, Oyolola M, Mutua MK, Elung’ata P. Determinants of immunization inequality among urban poor children: evidence from Nairobi’s informal settlements. Int J Equity Health. 2015;14(1):24.CrossRefPubMedPubMedCentral
20.
go back to reference Fairlie RW. An extension of the blinder-Oaxaca decomposition technique to logit and probit models. J Econ Soc Meas. 2005;30(4):305–16. Fairlie RW. An extension of the blinder-Oaxaca decomposition technique to logit and probit models. J Econ Soc Meas. 2005;30(4):305–16.
21.
go back to reference Fink G, Robyn PJ, Sié A, Sauerborn R. Does health insurance improve health?: evidence from a randomized community-based insurance rollout in rural Burkina Faso. J Health Econ. 2013;32(6):1043–56.CrossRefPubMed Fink G, Robyn PJ, Sié A, Sauerborn R. Does health insurance improve health?: evidence from a randomized community-based insurance rollout in rural Burkina Faso. J Health Econ. 2013;32(6):1043–56.CrossRefPubMed
22.
go back to reference Fitzenberger B, Kohn K, Wang Q. The erosion of union membership in Germany: determinants, densities, decompositions. J Popul Econ. 2011;24(1):141–65.CrossRef Fitzenberger B, Kohn K, Wang Q. The erosion of union membership in Germany: determinants, densities, decompositions. J Popul Econ. 2011;24(1):141–65.CrossRef
23.
go back to reference Ghana Health Service. Annual Report. Accra: Ghana Health Service, 2016: 2017. Ghana Health Service. Annual Report. Accra: Ghana Health Service, 2016: 2017.
24.
go back to reference Ghana Statistical Service, Ghana Health Service, and ICF Macro. Accra: Ghana Demographic and Health Survey, 2014: 2014. Ghana Statistical Service, Ghana Health Service, and ICF Macro. Accra: Ghana Demographic and Health Survey, 2014: 2014.
25.
go back to reference Grépin KA, Bharadwaj P. Maternal education and child mortality in Zimbabwe. J Health Econ. 2015;44:97–117.CrossRefPubMed Grépin KA, Bharadwaj P. Maternal education and child mortality in Zimbabwe. J Health Econ. 2015;44:97–117.CrossRefPubMed
26.
go back to reference Holte JH, Mæstad O, Jani JV. The decision to vaccinate a child: an economic perspective from southern Malawi. Soc Sci Med. 2012;75(2):384–91.CrossRefPubMed Holte JH, Mæstad O, Jani JV. The decision to vaccinate a child: an economic perspective from southern Malawi. Soc Sci Med. 2012;75(2):384–91.CrossRefPubMed
27.
go back to reference Kakwani N, Wagstaff A, Van Doorslaer E. Socioeconomic inequalities in health: measurement, computation, and statistical inference. J Econ. 1997;77(1):87–103.CrossRef Kakwani N, Wagstaff A, Van Doorslaer E. Socioeconomic inequalities in health: measurement, computation, and statistical inference. J Econ. 1997;77(1):87–103.CrossRef
28.
go back to reference Landoh DE, Ouro-Kavalah F, Yaya I, Kahn AL, Wasswa P, Lacle A, Nassoury DI, Gitta SN, Soura AB. Predictors of incomplete immunization coverage among one to five years old children in Togo. BMC Public Health. 2016;16(1):968.CrossRefPubMedPubMedCentral Landoh DE, Ouro-Kavalah F, Yaya I, Kahn AL, Wasswa P, Lacle A, Nassoury DI, Gitta SN, Soura AB. Predictors of incomplete immunization coverage among one to five years old children in Togo. BMC Public Health. 2016;16(1):968.CrossRefPubMedPubMedCentral
29.
go back to reference Lauridsen J, Pradhan J. Socio-economic inequality of immunization coverage in India. Heal Econ Rev. 2011;1(1):11.CrossRef Lauridsen J, Pradhan J. Socio-economic inequality of immunization coverage in India. Heal Econ Rev. 2011;1(1):11.CrossRef
30.
go back to reference Lépine A, Strobl E. The effect of women’s bargaining power on child nutrition in rural Senegal. World Dev. 2013;45:17–30.CrossRef Lépine A, Strobl E. The effect of women’s bargaining power on child nutrition in rural Senegal. World Dev. 2013;45:17–30.CrossRef
31.
go back to reference Liu L, Oza S, Hogan D, Chu Y, Perin J, Zhu J, Lawn JE, Cousens S, Mathers C, Black RE. Global, regional, and national causes of under-5 mortality in 2000–15: an updated systematic analysis with implications for the sustainable development goals. Lancet. 2017;388(10063):3027–35.CrossRef Liu L, Oza S, Hogan D, Chu Y, Perin J, Zhu J, Lawn JE, Cousens S, Mathers C, Black RE. Global, regional, and national causes of under-5 mortality in 2000–15: an updated systematic analysis with implications for the sustainable development goals. Lancet. 2017;388(10063):3027–35.CrossRef
32.
go back to reference Makate M, Makate C. The causal effect of increased primary schooling on child mortality in Malawi: universal primary education as a natural experiment. Soc Sci Med. 2016;168:72–83.CrossRefPubMed Makate M, Makate C. The causal effect of increased primary schooling on child mortality in Malawi: universal primary education as a natural experiment. Soc Sci Med. 2016;168:72–83.CrossRefPubMed
33.
go back to reference Nelson KN, Wallace AS, Sodha SV, Daniels D, Dietz V. Assessing strategies for increasing urban routine immunization coverage of childhood vaccines in low and middle-income countries: a systematic review of peer-reviewed literature. Vaccine. 2016;34(46):5495–503.CrossRefPubMedPubMedCentral Nelson KN, Wallace AS, Sodha SV, Daniels D, Dietz V. Assessing strategies for increasing urban routine immunization coverage of childhood vaccines in low and middle-income countries: a systematic review of peer-reviewed literature. Vaccine. 2016;34(46):5495–503.CrossRefPubMedPubMedCentral
34.
go back to reference Oaxaca R. Male-female wage differentials in urban labor markets. Int Econ Rev. 1973;14(3):693–709. Oaxaca R. Male-female wage differentials in urban labor markets. Int Econ Rev. 1973;14(3):693–709.
35.
go back to reference O’Donnell O, Van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data. Washington, DC: World Bank; 2008. O’Donnell O, Van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data. Washington, DC: World Bank; 2008.
36.
go back to reference Olorunsaiye CZ, Degge H. Variations in the uptake of routine immunization in Nigeria: examining determinants of inequitable access. Global Health Communication. 2016;2(1):19–29.CrossRef Olorunsaiye CZ, Degge H. Variations in the uptake of routine immunization in Nigeria: examining determinants of inequitable access. Global Health Communication. 2016;2(1):19–29.CrossRef
37.
go back to reference Pal R. Decomposing inequality of opportunity in immunization by circumstances: evidence from India. The European Journal of Development Research. 2016;28(3):431–46.CrossRef Pal R. Decomposing inequality of opportunity in immunization by circumstances: evidence from India. The European Journal of Development Research. 2016;28(3):431–46.CrossRef
38.
go back to reference Pande RP. Selective gender differences in childhood nutrition and immunization in rural India: the role of siblings. Demography. 2003;40(3):395–418.CrossRefPubMed Pande RP. Selective gender differences in childhood nutrition and immunization in rural India: the role of siblings. Demography. 2003;40(3):395–418.CrossRefPubMed
39.
go back to reference Richards E, Theobald S, George A, Kim JC, Rudert C, Jehan K, Tolhurst R. Going beyond the surface: gendered intra-household bargaining as a social determinant of child health and nutrition in low and middle income countries. Soc Sci Med. 2013;95:24–33.CrossRefPubMed Richards E, Theobald S, George A, Kim JC, Rudert C, Jehan K, Tolhurst R. Going beyond the surface: gendered intra-household bargaining as a social determinant of child health and nutrition in low and middle income countries. Soc Sci Med. 2013;95:24–33.CrossRefPubMed
40.
go back to reference Singh PK, Parasuraman S. ‘Looking beyond the male–female dichotomy’–sibling composition and child immunization in India, 1992–2006. Soc Sci Med. 2014;107:145–53.CrossRefPubMed Singh PK, Parasuraman S. ‘Looking beyond the male–female dichotomy’–sibling composition and child immunization in India, 1992–2006. Soc Sci Med. 2014;107:145–53.CrossRefPubMed
42.
go back to reference Tsawe M, Moto A, Netshivhera T, Ralesego L, Nyathi C, Susuman AS. Factors influencing the use of maternal healthcare services and childhood immunization in Swaziland. Int J Equity Health. 2015;14(1):32.CrossRefPubMedPubMedCentral Tsawe M, Moto A, Netshivhera T, Ralesego L, Nyathi C, Susuman AS. Factors influencing the use of maternal healthcare services and childhood immunization in Swaziland. Int J Equity Health. 2015;14(1):32.CrossRefPubMedPubMedCentral
43.
go back to reference Uthman OA, Adedokun ST, Olukade T, Watson S, Adetokunboh O, Adeniran A, Oyetoyan SA, Gidado S, Lawoko S, Wiysonge CS. Children who have received no routine polio vaccines in Nigeria: who are they and where do they live? Human Vaccines & Immunotherapeutics. 2017;13(9):2111–22.CrossRef Uthman OA, Adedokun ST, Olukade T, Watson S, Adetokunboh O, Adeniran A, Oyetoyan SA, Gidado S, Lawoko S, Wiysonge CS. Children who have received no routine polio vaccines in Nigeria: who are they and where do they live? Human Vaccines & Immunotherapeutics. 2017;13(9):2111–22.CrossRef
44.
go back to reference Wado YD, Afework MF, Hindin MJ. Childhood vaccination in rural southwestern Ethiopia: the nexus with demographic factors and women's autonomy. The Pan African Medical Journal. 2014;17(Suppl 1):9.PubMedPubMedCentral Wado YD, Afework MF, Hindin MJ. Childhood vaccination in rural southwestern Ethiopia: the nexus with demographic factors and women's autonomy. The Pan African Medical Journal. 2014;17(Suppl 1):9.PubMedPubMedCentral
45.
go back to reference Wagstaff A, Paci P, Van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33(5):545–57.CrossRefPubMed Wagstaff A, Paci P, Van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33(5):545–57.CrossRefPubMed
46.
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. Journal of Econometrics. 2003;112(1):207–23. Wagstaff A, Van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. Journal of Econometrics. 2003;112(1):207–23.
Metadata
Title
Inequalities in child immunization coverage in Ghana: evidence from a decomposition analysis
Authors
Derek Asuman
Charles Godfred Ackah
Ulrika Enemark
Publication date
01-12-2018
Publisher
Springer Berlin Heidelberg
Published in
Health Economics Review / Issue 1/2018
Electronic ISSN: 2191-1991
DOI
https://doi.org/10.1186/s13561-018-0193-7

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