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Published in: Reproductive Health 1/2018

Open Access 01-12-2018 | Research

Women empowerment as an enabling factor of contraceptive use in sub-Saharan Africa: a multilevel analysis of cross-sectional surveys of 32 countries

Authors: Sanni Yaya, Olalekan A. Uthman, Michael Ekholuenetale, Ghose Bishwajit

Published in: Reproductive Health | Issue 1/2018

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Abstract

Background

Women’s empowerment has a direct impact on maternal and child health care service utilization. Large scope measurement of contraceptive use in several dimensions is paramount, considering the nature of empowerment processes as it relates to improvements in maternal health status. However, multicountry and multilevel analysis of the measurement of women’s empowerment indicators and their associations with contraceptive use is vital to make a substantial intervention in the Sub-Saharan Africa context. Therefore, we investigated the impact of women’s empowerment on contraceptive use among women in sub-Saharan Africa countries.

Methods

Secondary data involving 474,622 women of reproductive age (15–49 years) from the current Demographic and Health Survey (DHS) in 32 Sub-Saharan Africa region was used in this study. Contraceptive use was the primary outcome variable. Multilevel analysis was conducted to examine the impact of women’s empowerment on contraceptive use. Percentages were conducted in univariate analysis. Furthermore, multilevel logistic regression models were used to analyze the association between individual, compositional and contextual factors of contraceptive use.

Results

Results showed large disparities in the number of women who reportedly ever use contraceptive methods; this range from as low as 6.7% in Chad and as much as 72% in Namibia. More than one-third of the respondents had no formal education and more than half were active labor force. Contraceptive use was significantly more common among respondents from the richest households (28.5% versus 18.9%). Various components of women’s empowerment were positively significantly associated with contraceptive use after adjusting for demographic and socioeconomic factors. There was a significant variation in the odds of contraceptive use across the 32 countries (σ2= 1.12, 95% CrI 0.67 to 1.87) and across the neighbourhoods (σ2= 0.95, 95% CrI 0.92 to 0.98).

Conclusions

Our findings suggest that an increase in contraceptive use and by better extension maternal health care services utilization can be achieved by enhancing women’s empowerment. Also, an increase in decision-making autonomy by women, their participation in labour force, reduction in abuse and violence and improved knowledge level are all key issues to be considered. Health-related policies should address inequalities in women’s empowerment, education and economic status which would yield benefits to individuals, families, and societies in general.
Literature
1.
go back to reference Osborn D, Cutter A, Ullah F. Universal sustainable development goals. Understanding the transformational challenge for developed countries. Report of a study by stakeholder. Forum. 2015. Osborn D, Cutter A, Ullah F. Universal sustainable development goals. Understanding the transformational challenge for developed countries. Report of a study by stakeholder. Forum. 2015.
2.
go back to reference Derose LF, Kravdal O. Educational reversals and first-birth timing in sub-Saharan Africa: a dynamic multilevel approach. Demography. 2007;44(1):59–77.CrossRef Derose LF, Kravdal O. Educational reversals and first-birth timing in sub-Saharan Africa: a dynamic multilevel approach. Demography. 2007;44(1):59–77.CrossRef
3.
go back to reference Lloyd CB, Hewett P. Educational inequalities in the midst of persistent poverty. J Int’l. Dev. 2009;21(8):1137–51. Lloyd CB, Hewett P. Educational inequalities in the midst of persistent poverty. J Int’l. Dev. 2009;21(8):1137–51.
4.
go back to reference OECD. Gender Equality and the MDGs: What are the missing dimensions? 2010. OECD. Gender Equality and the MDGs: What are the missing dimensions? 2010.
5.
go back to reference WEF. Global Gender, Index G. Geneva: world economic. Forum. 2013. WEF. Global Gender, Index G. Geneva: world economic. Forum. 2013.
7.
go back to reference Hameed W, Azmat SK, Ali M, Sheikh MI, Abbas G, et al. Women’s empowerment and contraceptive use: the role of independent versus couples’ decision-making, from a lower middle income country perspective. PLoS One. 2014;9(8):e104633.CrossRef Hameed W, Azmat SK, Ali M, Sheikh MI, Abbas G, et al. Women’s empowerment and contraceptive use: the role of independent versus couples’ decision-making, from a lower middle income country perspective. PLoS One. 2014;9(8):e104633.CrossRef
8.
go back to reference Sebayang SK, Efendi F, Astutik E. Women’s empowerment and the use of antenatal Care Services in Southeast Asian Countries. DHS working papers. 2017;129:1–23. Sebayang SK, Efendi F, Astutik E. Women’s empowerment and the use of antenatal Care Services in Southeast Asian Countries. DHS working papers. 2017;129:1–23.
9.
go back to reference Ali W, Fani MI, Afzal S, Yasin G. Cultural barriers in women empowerment: a sociological analysis of Multan, Pakistan. European J of Soc Sci. 2010;18:147–55. Ali W, Fani MI, Afzal S, Yasin G. Cultural barriers in women empowerment: a sociological analysis of Multan, Pakistan. European J of Soc Sci. 2010;18:147–55.
10.
go back to reference Blanc AK. The effect of power in sexual relationships on sexual and reproductive health: an examination of the evidence. Stud Fam Plan. 2001;32:189–213.CrossRef Blanc AK. The effect of power in sexual relationships on sexual and reproductive health: an examination of the evidence. Stud Fam Plan. 2001;32:189–213.CrossRef
11.
go back to reference Thapa DK, Niehof A. Women’s autonomy and husbands’ involvement in maternal healthcare in Nepal. Soc Sci Med. 2013;93:1–10.CrossRef Thapa DK, Niehof A. Women’s autonomy and husbands’ involvement in maternal healthcare in Nepal. Soc Sci Med. 2013;93:1–10.CrossRef
12.
go back to reference Corroon M, Speizer IS, Fotso JC, Akiode A, Saad A, Calhoun L. The role of gender empowerment on reproductive health outcomes in urban Nigeria. Matern Child Health J. 2014;18(1):307–15.CrossRef Corroon M, Speizer IS, Fotso JC, Akiode A, Saad A, Calhoun L. The role of gender empowerment on reproductive health outcomes in urban Nigeria. Matern Child Health J. 2014;18(1):307–15.CrossRef
13.
go back to reference Robinson JL, Narasimhan M, Amin A, Morse S, Beres LK, Yeh PT. Interventions to address unequal gender and power relations and improve self-efficacy and empowerment for sexual and reproductive health decision-making for women living with HIV: a systematic review. PLoS One. 2017;12(8). Robinson JL, Narasimhan M, Amin A, Morse S, Beres LK, Yeh PT. Interventions to address unequal gender and power relations and improve self-efficacy and empowerment for sexual and reproductive health decision-making for women living with HIV: a systematic review. PLoS One. 2017;12(8).
14.
go back to reference Senarath U, Gunawardena NS. Women's autonomy in decision making for health Care in South Asia. Asia Pac J Public Health. 2009;21(2):137–43.CrossRef Senarath U, Gunawardena NS. Women's autonomy in decision making for health Care in South Asia. Asia Pac J Public Health. 2009;21(2):137–43.CrossRef
15.
go back to reference Jewkes RK, Dunkle K, Nduna M, Shai N. Intimate partner violence, relationship power inequity, and incidence of HIV infection in young women in South Africa: a cohort study. Lancet. 2010;376(9734):41–8.CrossRef Jewkes RK, Dunkle K, Nduna M, Shai N. Intimate partner violence, relationship power inequity, and incidence of HIV infection in young women in South Africa: a cohort study. Lancet. 2010;376(9734):41–8.CrossRef
16.
go back to reference Alemayehu YK, Theall K, Lemma W, Hajito KW, Tushune K. The role of empowerment in the association between a woman's educational status and infant mortality in Ethiopia: secondary analysis of demographic and health surveys. Ethiopian J Health Sci. 2015;25(4):353–62.CrossRef Alemayehu YK, Theall K, Lemma W, Hajito KW, Tushune K. The role of empowerment in the association between a woman's educational status and infant mortality in Ethiopia: secondary analysis of demographic and health surveys. Ethiopian J Health Sci. 2015;25(4):353–62.CrossRef
17.
go back to reference Waiswa P, O'Connell T, Bagenda D, Mullachery P, Mpanga F, Henriksson DK, Katahoire AR, Ssegujja E, Mbonye AK, Peterson SS. Community and district empowerment for scale-up (CODES): a complex district-level management intervention to improve child survival in Uganda: study protocol for a randomized controlled trial. Trials. 2016;17:135.CrossRef Waiswa P, O'Connell T, Bagenda D, Mullachery P, Mpanga F, Henriksson DK, Katahoire AR, Ssegujja E, Mbonye AK, Peterson SS. Community and district empowerment for scale-up (CODES): a complex district-level management intervention to improve child survival in Uganda: study protocol for a randomized controlled trial. Trials. 2016;17:135.CrossRef
19.
go back to reference Shain RN, Piper JM, Newton ER, Perdue ST, Ramonths R, Champion JD, Guerra FA. A randomized controlled trial of a behavioral intervention to prevent sexually transmitted disease among minority women. N Engl J Med. 1999;340:93–100.CrossRef Shain RN, Piper JM, Newton ER, Perdue ST, Ramonths R, Champion JD, Guerra FA. A randomized controlled trial of a behavioral intervention to prevent sexually transmitted disease among minority women. N Engl J Med. 1999;340:93–100.CrossRef
20.
go back to reference Barber SL, Gertler PJ. Empowering women to obtain high quality care: evidence from an evaluation of Mexico's conditional cash transfer programme. Health Policy Plan. 2009;24(1):18–25.CrossRef Barber SL, Gertler PJ. Empowering women to obtain high quality care: evidence from an evaluation of Mexico's conditional cash transfer programme. Health Policy Plan. 2009;24(1):18–25.CrossRef
21.
go back to reference Kassebaum NL, Shackelford KA, Bertozzi-Villa A. Global, regional, and national levels and causes of maternal mortality during 1990–2013: A systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2014;384(9947):980–1004.CrossRef Kassebaum NL, Shackelford KA, Bertozzi-Villa A. Global, regional, and national levels and causes of maternal mortality during 1990–2013: A systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2014;384(9947):980–1004.CrossRef
22.
go back to reference Shapiro D, Hinde A. On the pace of fertility decline in sub-Saharan Africa. Demogr Res. 2017 Oct 24;37:1327–38.CrossRef Shapiro D, Hinde A. On the pace of fertility decline in sub-Saharan Africa. Demogr Res. 2017 Oct 24;37:1327–38.CrossRef
25.
go back to reference International Planned Parenthood Federation (IPPF). Sustainable development goals and family planning 2020. In: 4 Newhams row London SE1 3UZ United Kingdom; 2012. International Planned Parenthood Federation (IPPF). Sustainable development goals and family planning 2020. In: 4 Newhams row London SE1 3UZ United Kingdom; 2012.
26.
go back to reference Tsui AO, Brown W, Li Q. Contraceptive practice in sub-Saharan Africa. Popul Dev Rev. 2017;43(S1):166–91.CrossRef Tsui AO, Brown W, Li Q. Contraceptive practice in sub-Saharan Africa. Popul Dev Rev. 2017;43(S1):166–91.CrossRef
27.
go back to reference Kravdal O. A simulation-based assessment of the bias produced when using as contextual variables in multilevel models. Demographic-Research. 2006;15:1):1–20. Kravdal O. A simulation-based assessment of the bias produced when using as contextual variables in multilevel models. Demographic-Research. 2006;15:1):1–20.
28.
go back to reference United Nations Development Programme. Human Development Report. Sustaining human Progress: reducing vulnerabilities and building resilience. NY, USA, United Nations Development Programme; 2014. p. 2014. United Nations Development Programme. Human Development Report. Sustaining human Progress: reducing vulnerabilities and building resilience. NY, USA, United Nations Development Programme; 2014. p. 2014.
29.
go back to reference Curran JM. An introduction to Bayesian credible intervals for sampling error in DNA profiles. Law, Probability and Risk. 2005;4:115–26.CrossRef Curran JM. An introduction to Bayesian credible intervals for sampling error in DNA profiles. Law, Probability and Risk. 2005;4:115–26.CrossRef
30.
go back to reference Snijders T, Bosker R. Multilevel analysis – an introduction to basic and advanced multilevel modelling. Thousand oaks, California: SAGE publications; 1999. Snijders T, Bosker R. Multilevel analysis – an introduction to basic and advanced multilevel modelling. Thousand oaks, California: SAGE publications; 1999.
31.
go back to reference Larsen K, Merlo J. Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005;161:81–8.CrossRef Larsen K, Merlo J. Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005;161:81–8.CrossRef
33.
go back to reference Browne WJMCMC. Estimation in MLwiN v2.31, University of Bristol. In: Centre for Multilevel Modelling; 2014. Browne WJMCMC. Estimation in MLwiN v2.31, University of Bristol. In: Centre for Multilevel Modelling; 2014.
34.
go back to reference Rasbash J, Charlton C, Browne WJ, Healy M, Cameron B. MLwiN version 2.31. Bristol: University of Bristol, Centre for Multilevel Modelling; 2014. Rasbash J, Charlton C, Browne WJ, Healy M, Cameron B. MLwiN version 2.31. Bristol: University of Bristol, Centre for Multilevel Modelling; 2014.
35.
go back to reference Spiegelhalter DJ, Best NG, Carlin BP, van der Linde A. Bayesian measures of model complexity and fit. J R Stat Soc Ser B Stat Methodol. 2002 Oct;64(4):583–639.CrossRef Spiegelhalter DJ, Best NG, Carlin BP, van der Linde A. Bayesian measures of model complexity and fit. J R Stat Soc Ser B Stat Methodol. 2002 Oct;64(4):583–639.CrossRef
36.
go back to reference Ahmed S, Creanga AA, Gillespie DG, Tsui AO. Economic status, education and empowerment: implications for maternal health service utilization in developing countries. PLoS One. 2010;5(6):e11190.CrossRef Ahmed S, Creanga AA, Gillespie DG, Tsui AO. Economic status, education and empowerment: implications for maternal health service utilization in developing countries. PLoS One. 2010;5(6):e11190.CrossRef
37.
go back to reference Gillespie D, Ahmed S, Tsui A, Radloff S. Unwanted fertility among the poor: an inequity? Bull World Health Organ. 2007;85:100–7.CrossRef Gillespie D, Ahmed S, Tsui A, Radloff S. Unwanted fertility among the poor: an inequity? Bull World Health Organ. 2007;85:100–7.CrossRef
38.
go back to reference Pratley P. Associations between quantitative measures of Women’s empowerment and access to care and health status for mothers and their children: a systematic review of evidence from the developing world. Soc Science and Medicine. 2016;169:119–31.CrossRef Pratley P. Associations between quantitative measures of Women’s empowerment and access to care and health status for mothers and their children: a systematic review of evidence from the developing world. Soc Science and Medicine. 2016;169:119–31.CrossRef
39.
go back to reference Fotso JC, Ezeh AC, Essendi H. Maternal health in resource-poor urban settings: how does women’s autonomy influence the utilization of obstetric care services? Reprod Health. 2009;16:6–9. Fotso JC, Ezeh AC, Essendi H. Maternal health in resource-poor urban settings: how does women’s autonomy influence the utilization of obstetric care services? Reprod Health. 2009;16:6–9.
41.
go back to reference Phan L. Measuring Women’s empowerment at household level using DHS data of four southeast Asian countries. Soc Indic Res. 2016;126(1):359–78.CrossRef Phan L. Measuring Women’s empowerment at household level using DHS data of four southeast Asian countries. Soc Indic Res. 2016;126(1):359–78.CrossRef
44.
go back to reference Ouida C, Jessica Davis P, Michaela L, Alison T. Women’s economic empowerment in sub-Saharan Africa recommendations for business action. In: BSR (business for social Responsiblity); 2017. Ouida C, Jessica Davis P, Michaela L, Alison T. Women’s economic empowerment in sub-Saharan Africa recommendations for business action. In: BSR (business for social Responsiblity); 2017.
Metadata
Title
Women empowerment as an enabling factor of contraceptive use in sub-Saharan Africa: a multilevel analysis of cross-sectional surveys of 32 countries
Authors
Sanni Yaya
Olalekan A. Uthman
Michael Ekholuenetale
Ghose Bishwajit
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Reproductive Health / Issue 1/2018
Electronic ISSN: 1742-4755
DOI
https://doi.org/10.1186/s12978-018-0658-5

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