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Published in: BMC Health Services Research 1/2023

Open Access 01-12-2023 | Research

Association between adequacy of antenatal care and neonatal outcomes in Rwanda: a cross-sectional study design using the Rwanda demographic and health surveys

Authors: Gérard Uwimana, Mohamed Elhoumed, Mitslal Abrha Gebremedhin, Qi Qi, Mougni Mohamed Azalati, Liang Wang, Lingxia Zeng

Published in: BMC Health Services Research | Issue 1/2023

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Abstract

Background

Maternal and neonatal health services are life-saving interventions for neonatal health outcomes. As Rwanda endeavors to accomplish sustainable development goals, adequate ANC is essential to lessen of neonatal mortality. The utilization of ANC continues to be inadequate and high neonatal mortality rate persevere in Rwanda. Understanding the direct and indirect factors that affect newborn health outcomes is necessary for well-targeted interventions. However, few studies had been conducted in Rwanda to evaluate the importance of ANC in improving neonatal health. This study therefore assessed the association between ANC and neonatal outcomes.

Methods

The Demographic and Health Surveys (DHS) are household surveys that are cross-sectional, nationally representative, and used to collect data on population, health, and nutrition. Data from the 2010,2015 and 2020 Rwanda Demographic and Health Surveys (RDHS) were used. The study involved 17,747 women between the ages of 15 and 49 who had a single live birth and at least one ANC visit in five years prior to each survey. Bivariate and multivariable logistic regression, a survey adjusted for clusters at multiple level, and the estimation of adjusted odds ratios (aOR) and 95% confidence intervals were used to evaluate the relationship between the outcome and independent variables.

Results

Out of 17,747 women ;7638(42.91%) of the mothers had adequate ANC visits and low birth weight (LBW) was found among 833(4.63%) neonates. The birth of a LBW baby (aOR:4.64;95%CI:3.19,6.74) was directly related to increased odds of neonatal death. Mothers aged 20–34 years (aOR:0.40; 95%CI:0.20,0.81), a preceding birth interval of 24months or greater (aOR:0.41:95%CI:0.28,0.60), baby being female (aOR:0.72; 95%CI:0.54,0.96), having adequate ANC visits (aOR:0.64;95% CI:0.46,0.89) and the birth order of the newborn being ranked second or third (aOR:0.60; 95%CI:0.38,0.95) were negatively associated with neonatal death.

Conclusion

Health education programs targeting teen and primigravida mothers should be encouraged. Among the newborn survival interventions, addressing short birth intervals and the effective management of LBW cases should be explored. The findings confirm the fundamental importance of adequate ANC in the neonatal survival.
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Literature
2.
go back to reference Wang H, Bhutta ZA, Coates MM et al. Global,regional, national,and selected subnational levels of stillbirths, neonatal,infant, and under-5 mortality, 1980–2015: a systematic analysis for the global burden of Disease Study 2015. Lancet. 2016;388:1725–74.CrossRef Wang H, Bhutta ZA, Coates MM et al. Global,regional, national,and selected subnational levels of stillbirths, neonatal,infant, and under-5 mortality, 1980–2015: a systematic analysis for the global burden of Disease Study 2015. Lancet. 2016;388:1725–74.CrossRef
3.
go back to reference WHO, UNICEF, UNFPA, World Bank Group UNPD. Trends in matrnal mortality:1990–2015. Geneva,Switzerland; 2015. WHO, UNICEF, UNFPA, World Bank Group UNPD. Trends in matrnal mortality:1990–2015. Geneva,Switzerland; 2015.
4.
go back to reference Hug L, Alexander M, You D et al. National, regional, and global levels and trends in neonatal mortality between 1990 and 2017, with scenario-based projections to 2030: a systematic analysis. Lancet Glob Heal. 2019;7:e710-20. Hug L, Alexander M, You D et al. National, regional, and global levels and trends in neonatal mortality between 1990 and 2017, with scenario-based projections to 2030: a systematic analysis. Lancet Glob Heal. 2019;7:e710-20.
7.
go back to reference World Health Organization. World health statistics 2020:monitoring health for the SDGs,sustainable development goals. Geneva,Switzerland; 2020. World Health Organization. World health statistics 2020:monitoring health for the SDGs,sustainable development goals. Geneva,Switzerland; 2020.
8.
go back to reference National Institute of Statistics of Rwanda(NISR) M of H (MOH)[Rwanda] and I. Rwanda Demographic and Health Survey 2019-20 final report. Kigali,Rwanda and Rockville,Maryland,USA; 2021. National Institute of Statistics of Rwanda(NISR) M of H (MOH)[Rwanda] and I. Rwanda Demographic and Health Survey 2019-20 final report. Kigali,Rwanda and Rockville,Maryland,USA; 2021.
9.
go back to reference Marsh DR, Darmstadt GL, Moore J, Daly P OD. Advancing newborn health and survival in developing countries:a conceptual framework. J Perinatol. 2002;22:572–6.CrossRefPubMed Marsh DR, Darmstadt GL, Moore J, Daly P OD. Advancing newborn health and survival in developing countries:a conceptual framework. J Perinatol. 2002;22:572–6.CrossRefPubMed
10.
go back to reference Zelalem Ayele D, Belayihun B, Teji K AAD. Factors Affecting Utilization of Maternal Health Care Services in Kombolcha District, Eastern Hararghe Zone, Oromia Regional State, Eastern Ethiopia. Int Sch Res Not. 2014;29. Zelalem Ayele D, Belayihun B, Teji K AAD. Factors Affecting Utilization of Maternal Health Care Services in Kombolcha District, Eastern Hararghe Zone, Oromia Regional State, Eastern Ethiopia. Int Sch Res Not. 2014;29.
11.
go back to reference Doku D, Neupane S. Survival analysis of the association between antenatal care attendance and neonatal mortality in 57 low- and middle-income countries. Int J Epidemiol. 2017;46. Doku D, Neupane S. Survival analysis of the association between antenatal care attendance and neonatal mortality in 57 low- and middle-income countries. Int J Epidemiol. 2017;46.
12.
go back to reference Arunda M, Emmelin A AB. Effectiveness of antenatal care services in reducing neonatal mortality in Kenya: analysis of national survey data. Glob Heal Action. 2017;10. Arunda M, Emmelin A AB. Effectiveness of antenatal care services in reducing neonatal mortality in Kenya: analysis of national survey data. Glob Heal Action. 2017;10.
13.
go back to reference Rwabufigili BN, Mukamurigo J, Thomson DR, Hedt-Gauthier BL SJ. Factors associated with postnatal care utilisation in Rwanda:a secondary analysis of 2010 demographic and Health Survey data. BMC Pregnancy Childbirth. 2016;16:122.CrossRef Rwabufigili BN, Mukamurigo J, Thomson DR, Hedt-Gauthier BL SJ. Factors associated with postnatal care utilisation in Rwanda:a secondary analysis of 2010 demographic and Health Survey data. BMC Pregnancy Childbirth. 2016;16:122.CrossRef
14.
go back to reference Hategeka C, Arsenault C KM. Temporal trends in coverage,quality and equity of maternal and child health services in Rwanda,2000–2015. BMJ Glob Heal. 2020. Hategeka C, Arsenault C KM. Temporal trends in coverage,quality and equity of maternal and child health services in Rwanda,2000–2015. BMJ Glob Heal. 2020.
15.
go back to reference Nisingizwe MP, Tuyisenge G, Hategeka C, Karim ME. Are perceived barriers to accessing health care associated with inadequate antenatal care visits among women of reproductive age in Rwanda? BMC Pregnancy Childbirth. 2020;20:1–10.CrossRef Nisingizwe MP, Tuyisenge G, Hategeka C, Karim ME. Are perceived barriers to accessing health care associated with inadequate antenatal care visits among women of reproductive age in Rwanda? BMC Pregnancy Childbirth. 2020;20:1–10.CrossRef
16.
go back to reference Kpienbaareh D, Kofinti RE, Konkor I, Amoak D, Kansanga MM LI. Knowledge of pregnancy Complications and utilization of antenatal care services in Rwanda. Int J Heal Plann Manag. 37:1680–93. Kpienbaareh D, Kofinti RE, Konkor I, Amoak D, Kansanga MM LI. Knowledge of pregnancy Complications and utilization of antenatal care services in Rwanda. Int J Heal Plann Manag. 37:1680–93.
18.
go back to reference Ntigurirwa P, Mellor K, Langer D, Evans M, Robertson E, Tuyisenge L, Groves A LT. A health partnership to reduce neonatal mortality in four hospitals in Rwanda. Glob Heal. 2017;13:28.CrossRef Ntigurirwa P, Mellor K, Langer D, Evans M, Robertson E, Tuyisenge L, Groves A LT. A health partnership to reduce neonatal mortality in four hospitals in Rwanda. Glob Heal. 2017;13:28.CrossRef
19.
go back to reference Wanyana D,Wong R HD. Rapid assessment on the utilization of maternal and child health services during COVID-19 in Rwanda. Public Heal Action. 2021;11:12–21.CrossRef Wanyana D,Wong R HD. Rapid assessment on the utilization of maternal and child health services during COVID-19 in Rwanda. Public Heal Action. 2021;11:12–21.CrossRef
20.
go back to reference Kassar SB, Melo AM, Coutinho SB, Lima MC LP. Determinants of neonatal death with emphasis on health care during pregnancy, Childbirth and reproductive history. J Pediatr(Rio J). 2013;89:269–77.CrossRefPubMed Kassar SB, Melo AM, Coutinho SB, Lima MC LP. Determinants of neonatal death with emphasis on health care during pregnancy, Childbirth and reproductive history. J Pediatr(Rio J). 2013;89:269–77.CrossRefPubMed
22.
go back to reference National Institute of Statistics of Rwanda(NISR). The fifth Rwanda Population and Housing Census,Main indicators Report. Kigali,Rwanda. National Institute of Statistics of Rwanda(NISR). The fifth Rwanda Population and Housing Census,Main indicators Report. Kigali,Rwanda.
24.
go back to reference Holmlund S, Ntaganira J, Edvardsson K, Lan PT, Semasaka Sengoma JP LKH et al. Health professionals’ experiences and views on obstetric ultrasound in Rwanda: a cross sectional study. PLoS One. 2018;13. Holmlund S, Ntaganira J, Edvardsson K, Lan PT, Semasaka Sengoma JP LKH et al. Health professionals’ experiences and views on obstetric ultrasound in Rwanda: a cross sectional study. PLoS One. 2018;13.
26.
go back to reference Babitsch B, Gohl D LT. Re-visiting Andersen’s behavioral model of health services use:a systematic review of studies from 1998–2011. Psychosoc Med. 2012;9. Babitsch B, Gohl D LT. Re-visiting Andersen’s behavioral model of health services use:a systematic review of studies from 1998–2011. Psychosoc Med. 2012;9.
27.
go back to reference Beeckman K, Louckx F, Putman K. Determinants of the number of antenatal visits in a metropolitan region. BMC Public Health. 2010;10:1–9.CrossRef Beeckman K, Louckx F, Putman K. Determinants of the number of antenatal visits in a metropolitan region. BMC Public Health. 2010;10:1–9.CrossRef
28.
go back to reference Guliani H, Sepehri A, Serieux J. Determinants of prenatal care use: evidence from 32 low-income countries across Asia, Sub-saharan Africa and Latin America. Health Policy Plan. 2014;29:589–602.CrossRefPubMed Guliani H, Sepehri A, Serieux J. Determinants of prenatal care use: evidence from 32 low-income countries across Asia, Sub-saharan Africa and Latin America. Health Policy Plan. 2014;29:589–602.CrossRefPubMed
29.
go back to reference StataCorp. Stata Statistical Software: Release 17. 2021. StataCorp. Stata Statistical Software: Release 17. 2021.
30.
go back to reference Akintije CS, Yorifuji T, Wada T, Mukakarake MG, Mutesa L YT. Antenatal Care visits and adverse pregnancy outcomes at a hospital in Rural Western Province,Rwanda. Acta Med Okayama. 2020;74:495–503.PubMed Akintije CS, Yorifuji T, Wada T, Mukakarake MG, Mutesa L YT. Antenatal Care visits and adverse pregnancy outcomes at a hospital in Rural Western Province,Rwanda. Acta Med Okayama. 2020;74:495–503.PubMed
31.
go back to reference Khatun S RM. Socio-economic determinants of low birth weight in Bangladesh: a multivariate approach. Bangladesh Med Res Counc Bull. 2008;34:81–6.CrossRefPubMed Khatun S RM. Socio-economic determinants of low birth weight in Bangladesh: a multivariate approach. Bangladesh Med Res Counc Bull. 2008;34:81–6.CrossRefPubMed
34.
go back to reference Lincetto O, Mothebesoane-anoh S, Gomez P MS. Antenatal Care:opportunities for Africa’s newborns. Int J Sci Technol Res. 2013;2:51–62. Lincetto O, Mothebesoane-anoh S, Gomez P MS. Antenatal Care:opportunities for Africa’s newborns. Int J Sci Technol Res. 2013;2:51–62.
35.
go back to reference Allemseged A, Mektie W SB. Maternal risk factors associated with low birth weight. J Coll Physicians Surg Pak. 2003;13:25–8. Allemseged A, Mektie W SB. Maternal risk factors associated with low birth weight. J Coll Physicians Surg Pak. 2003;13:25–8.
36.
go back to reference Mekonnen Y, Tensou B, Telake DS, Degefie T BA. Neonatal mortality in Ethiopia:trends and determinants. BMC Public Health. 2013;17:483.CrossRef Mekonnen Y, Tensou B, Telake DS, Degefie T BA. Neonatal mortality in Ethiopia:trends and determinants. BMC Public Health. 2013;17:483.CrossRef
37.
go back to reference Kamal SM. What is the association between maternal age and neonatal mortality?An analysis of the 2007 Bangladesh demographic and Health Survey. Asia Pac J Public Heal. 2015;27:NP1106-17. Kamal SM. What is the association between maternal age and neonatal mortality?An analysis of the 2007 Bangladesh demographic and Health Survey. Asia Pac J Public Heal. 2015;27:NP1106-17.
38.
go back to reference Sharma V, Katz J, Mullany LC, Khatry SK, LeClerq SC, Shrestha SR, Darmstadt GL TJ. Young maternal age and the risk of neonatal mortality in rural Nepal. Arch Pediatr Adolesc Med. 2008;162:828–35.CrossRefPubMedPubMedCentral Sharma V, Katz J, Mullany LC, Khatry SK, LeClerq SC, Shrestha SR, Darmstadt GL TJ. Young maternal age and the risk of neonatal mortality in rural Nepal. Arch Pediatr Adolesc Med. 2008;162:828–35.CrossRefPubMedPubMedCentral
39.
go back to reference Obungu W, Kizito P, Bicego GT, Macro International I for RD. Trends, age patterns, and determinants of early childhood mortality in Kenya.DHS further analysis No. 12. Calverton, Maryland; 1994. Obungu W, Kizito P, Bicego GT, Macro International I for RD. Trends, age patterns, and determinants of early childhood mortality in Kenya.DHS further analysis No. 12. Calverton, Maryland; 1994.
41.
go back to reference Shakya K MC. Neonatal mortality and maternal health care in Nepal:searching for patterns of association. J Biosoc Sci. 2001;33:87–105.CrossRefPubMed Shakya K MC. Neonatal mortality and maternal health care in Nepal:searching for patterns of association. J Biosoc Sci. 2001;33:87–105.CrossRefPubMed
42.
go back to reference Arokiasamy P GA. Neonatal mortality in the empowered action group states of India:trends and determinants. J Biosoc Sci. 2008;40:183–201.CrossRefPubMed Arokiasamy P GA. Neonatal mortality in the empowered action group states of India:trends and determinants. J Biosoc Sci. 2008;40:183–201.CrossRefPubMed
43.
go back to reference DaVanzo J, Hale L,Razzaque A RM. The effects of pregnancy spacing on infant and child mortality in Matlab, Bangladesh:how they vary by the type of pregnancy outcome that began the interval. Popul Stud(Camb). 2008;62:131–54.CrossRefPubMed DaVanzo J, Hale L,Razzaque A RM. The effects of pregnancy spacing on infant and child mortality in Matlab, Bangladesh:how they vary by the type of pregnancy outcome that began the interval. Popul Stud(Camb). 2008;62:131–54.CrossRefPubMed
44.
go back to reference Rutstein SO. Effects of preceding birth intervals on neonatal,infant and under-five years mortality and nutritional status in developing countries:evidence from the demographic and health surveys. Int J Gynaecol Obs. 2005;89 Suppl 1:S7-24. Rutstein SO. Effects of preceding birth intervals on neonatal,infant and under-five years mortality and nutritional status in developing countries:evidence from the demographic and health surveys. Int J Gynaecol Obs. 2005;89 Suppl 1:S7-24.
45.
go back to reference Zenger E. Siblings’ neonatal mortality risks and birth spacing in Bangladesh. Demography. 1993;30:477–88.CrossRefPubMed Zenger E. Siblings’ neonatal mortality risks and birth spacing in Bangladesh. Demography. 1993;30:477–88.CrossRefPubMed
46.
go back to reference Kananura RM, Tetui M,Mutebi A, Bua JN, Waiswa P, Kiwanuka SN et al. The neonatal mortality and its determinants in rural communities of Eastern Uganda. Reprod Health. 2016;16:13.CrossRef Kananura RM, Tetui M,Mutebi A, Bua JN, Waiswa P, Kiwanuka SN et al. The neonatal mortality and its determinants in rural communities of Eastern Uganda. Reprod Health. 2016;16:13.CrossRef
47.
go back to reference Oji S OC. Do place of delivery and delivery assistants matter? Open Demogr J. 2011;4:1–10.CrossRef Oji S OC. Do place of delivery and delivery assistants matter? Open Demogr J. 2011;4:1–10.CrossRef
48.
go back to reference Curtis SL. Assessment of the quality of data used for Direct Estimation of Infant and child mortality in DHS-II Surveys.Occasional Papers No.3. Calverton,Maryland; 1995. Curtis SL. Assessment of the quality of data used for Direct Estimation of Infant and child mortality in DHS-II Surveys.Occasional Papers No.3. Calverton,Maryland; 1995.
49.
go back to reference Hill K. Approaches to the measurement of childhood mortality:a comparative review. Popul Index. 57:368–82. Hill K. Approaches to the measurement of childhood mortality:a comparative review. Popul Index. 57:368–82.
50.
go back to reference Hall S. Neonatal mortality in Developing Countries:What can we learn from DHS data?(S3RI Applications and Policy Working Papers,A05/02. University of Southampton; 2005. Hall S. Neonatal mortality in Developing Countries:What can we learn from DHS data?(S3RI Applications and Policy Working Papers,A05/02. University of Southampton; 2005.
Metadata
Title
Association between adequacy of antenatal care and neonatal outcomes in Rwanda: a cross-sectional study design using the Rwanda demographic and health surveys
Authors
Gérard Uwimana
Mohamed Elhoumed
Mitslal Abrha Gebremedhin
Qi Qi
Mougni Mohamed Azalati
Liang Wang
Lingxia Zeng
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2023
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-023-10345-6

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