Enhancing Antenatal Care Equity for Pregnant Women

Equity of Antenatal Care Services
Atlantique, Benin & Geita, Tanzania
2021 – 2022
Anna Munsey, DVM, PhD
Division of Parasitic Diseases and Malaria
September 2023
Horizontal equity: 
pregnant women
have similar needs 
regarding
minimum quality of care
 
Availability and quality of care
affected by
location
sociocultural norms
education
wealth, cost
 
 
 
 
ANC through a health equity lens
Equity analyses 
allow identification of
disparities amenable to policy change
over different time horizons.
ANC through a health equity lens
Atlantique, Benin: 
ANC attendees pay a
fee for each visit
 
 
 
Geita, Tanzania: 
most ANC services are
free for attendees
 
Two ANC Financing Structures
Study Design & Methods
Is government financing for ANC services equitable?
 
Cross-sectional surveys of recently pregnant women
 
Assessed ANC outcomes by wealth and education levels
slope and relative indices of inequality; concentration indices
Oaxaca-Blinder decompositions (multivariable regressions)
 
ANC Outcomes
Total ANC visits
Quality-of-care indicators
blood pressure
urinalysis
blood tests
System navigation
waiting time
distance to facility
travel time
Results – ANC attendance
Women do not reach the recommended number of visits in either area
Wealthiest, most educated women had 2 more visits than the poorest, least
educated
Results – ANC attendance
Education is the most important factor in ANC attendance
Results – quality of care
Gaps in quality of ANC quality of care services identified in both areas
Atlantique
: quality indicators are higher and do not vary by SES
Geita
: quality indicators are lower and vary by SES, with facility factors
contributing to inequalities
 
*indicates statistical significance
Results – system navigation
Operational inequalities – wealthier, more educated ANC attendees have
shorter waiting times
*indicates statistical significance
Results – out-of-pocket expenditures
Poorer women have
higher burden of ANC
cost relative to income
 
Atlantique
: user fees are
the primary expense
Geita
: transportation is
the primary expense
Conclusions
Inequities are present in both financing
systems
Atlantique
: reduction of user fees could
reduce inequalities
Geita: 
training and
 
equipping healthcare
staff could improve quality of care
Acknowledgements
CDC
Walter Ochieng
Julie Gutman
Erik Reaves
Ahmed Saadani Hassani
 
IMPACT MALARIA
Julie Niemczura
Julie Buekens
Faustin Onikpo
Alexandre Binazon
Marie Adeyemi Idohou
Manzidatou Alao
 
Université d’Abomey Calavi
Aurore Ogouyèmi-Hounto
 
USAID
Chonge Kitojo
 
Tanzania MOH
Sijenunu Aron
Samwel L Nhiga
Frank Chacky
 
Jhpiego
Alen Kinyina
Melkior Assenga
Mary Drake
Katherine Wolf
Stephanie Suhowatsky
Ruth Lemwayi
 
 
 
yck4@cdc.gov
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Analyzing antenatal care services from a health equity perspective, this study explores how factors like location, socio-cultural norms, education, and wealth impact care quality and availability for pregnant women in Benin and Tanzania. By assessing government financing for ANC services through cross-sectional surveys and various analytical methods, disparities in ANC attendance and outcomes based on wealth and education levels are identified, highlighting the need for policy changes to ensure equitable access and quality care.

  • Health Equity
  • Antenatal Care
  • Maternal Health
  • Healthcare Disparities
  • Policy Change

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  1. Centers for Disease Control and Prevention National Center for Emerging and Zoonotic Infectious Diseases Equity of Antenatal Care Services Atlantique, Benin & Geita, Tanzania 2021 2022 Anna Munsey, DVM, PhD Division of Parasitic Diseases and Malaria September 2023

  2. ANC through a health equity lens Horizontal equity: pregnant women have similar needs regarding minimum quality of care Availability and quality of care affected by location sociocultural norms education wealth, cost

  3. ANC through a health equity lens Equity analyses allow identification of disparities amenable to policy change over different time horizons.

  4. Two ANC Financing Structures Atlantique, Benin: ANC attendees pay a fee for each visit Geita, Tanzania: most ANC services are free for attendees

  5. Study Design & Methods Is government financing for ANC services equitable? Cross-sectional surveys of recently pregnant women Assessed ANC outcomes by wealth and education levels slope and relative indices of inequality; concentration indices Oaxaca-Blinder decompositions (multivariable regressions)

  6. ANC Outcomes Total ANC visits Quality-of-care indicators blood pressure urinalysis blood tests System navigation waiting time distance to facility travel time

  7. Results ANC attendance Women do not reach the recommended number of visits in either area Wealthiest, most educated women had 2 more visits than the poorest, least educated Predicted ANC visits by education and wealth - Tanzania Predicted ANC visits by education and wealth - Benin 6 6 Predicted ANC visits Predicted ANC visits 5 5 4 4 3 3 None Primary Secondary Higher None Primary Secondary Higher Educational attainment Educational attainment Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5 Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5

  8. Results ANC attendance Education is the most important factor in ANC attendance Contribution to differences in ANC visit coefficients Benin Contribution to differences in ANC visit coefficients Tanzania 2 1.5 Contribution to gap in ANC visits Contribution to gap in ANC visits 1 Age Education HH Members Under-5 Spousal support Married Waiting time Distance Constant Age Education HH Members Under-5 Spousal support Married Waiting time Distance Constant 1 .5 0 0 -.5 -1 -1 Cotton Mean Neumark Reimers Cotton Mean Neumark Reimers Adapted from O'Donnell et al, 2007 Adapted from O'Donnell et al, 2007

  9. Results quality of care Gaps in quality of ANC quality of care services identified in both areas Atlantique: quality indicators are higher and do not vary by SES Geita: quality indicators are lower and vary by SES, with facility factors contributing to inequalities Atlantique, Benin Geita, Tanzania Relative index of inequality: blood pressure 1.0 (SD = .01) 1.2 (SD = .07) * *indicates statistical significance

  10. Results system navigation Operational inequalities wealthier, more educated ANC attendees have shorter waiting times Atlantique, Benin Geita, Tanzania Relative index of inequality: waiting time .86 (SD = .07) * .73 (SD = .07) * *indicates statistical significance

  11. Results out-of-pocket expenditures ANC OOP as % of simulated annual household income Poorer women have higher burden of ANC cost relative to income 3% OOP as proportion of HH income 2% Atlantique: user fees are the primary expense Benin Tanzania Geita: transportation is the primary expense 1% 0% Quintile 1 The ANC costs include delivery costs that are assumed to be spread out across the year Quintile 2 Quintile 3 Quintile 4 Quintile 5

  12. Conclusions Inequities are present in both financing systems Atlantique: reduction of user fees could reduce inequalities Geita: training and equipping healthcare staff could improve quality of care

  13. Acknowledgements CDC USAID Walter Ochieng Julie Gutman Erik Reaves Ahmed Saadani Hassani Chonge Kitojo Tanzania MOH Sijenunu Aron Samwel L Nhiga Frank Chacky IMPACT MALARIA Julie Niemczura Julie Buekens Faustin Onikpo Alexandre Binazon Marie Adeyemi Idohou Manzidatou Alao Jhpiego Alen Kinyina Melkior Assenga Mary Drake Katherine Wolf Stephanie Suhowatsky Ruth Lemwayi Universit d Abomey Calavi Aurore Ogouy mi-Hounto

  14. yck4@cdc.gov For more information, contact CDC 1-800-CDC-INFO (232-4636) TTY: 1-888-232-6348 www.cdc.gov The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention.

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