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Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas ([email protected]) 4 th ESRC Research Methods Festival, St. Catherine’s College, University of Oxford, 5-8 July, 2010 ESRC Collaborative Analysis of Micro Data Resources: BRAZIL-INDIA PATHFINDER Research Project

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Page 1: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Inequalities in Access to Health Care in Brazil and India

Closing the Gap for the Poorest-poor

Sabu Padmadas ([email protected])

4th ESRC Research Methods Festival, St. Catherine’s College, University of Oxford, 5-8 July, 2010

ESRC Collaborative Analysis of Micro Data Resources: BRAZIL-INDIA PATHFINDER Research Project

Page 2: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

life expectancy at birth, 1950-2050

Source of data: calculated from the UN World Population Prospects, 2008 revision (http://esa.un.org/unpp/)

Page 3: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Source: Marmot Review (2010) Fair Society, Healthy Lives http://www.ucl.ac.uk/gheg/marmotreview/Documents/finalreport

Page 4: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Source: Marmot Review (2010) Fair Society, Healthy Lives http://www.ucl.ac.uk/gheg/marmotreview/Documents/finalreport

Page 5: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

objectives of the project Facilitate international research partnerships and networking of social scientists from Brazil, India and the UK

Analyse large-scale national survey data to address policy-oriented research problems in the area related to social inequalities and population health

Share research experiences and build capacity in quantitative analysis of health and demographic data from household surveys

Produce joint academic research outputs and disseminate findings at international conferences

Identify priority research areas and strengthen the research consortium by developing joint research proposals.

Page 6: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

research Team: UK partners

Sabu Padmadas, Andrew Channon, Fiifi Amoako Johnson, Zoe Matthews, Maria Evandrou, Jane Falkingham

Saseendran Pallikadavath Tiziana Leone

Expertise: Reproductive and child health, Family planning, Health care systems, Health inequalities, Epidemiology, Poverty, Ageing, Spatial analysis, Survey data analysis, Demographic & Health Surveys

Page 7: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

research Team: Brazil

André Junqueira Caetano, Eduardo L.G. Rios-Neto, Carla Jorge Machado, Ernesto F. L. Amaral, Monica Viegas & Kenya Noronha

Expertise: Reproductive and child Health, Family planning, Economic demography, Health Economics, Epidemiology, Policy evaluation, Health care systems, Health inequalities Infectious diseases, Poverty, Ageing, Demographic & Health Surveys

Page 8: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

research Team: India

KS James, Lekha Subaiya

Dilip TR (currently based in Abhishek Singh Family Health International-New

Delhi), US Mishra

Expertise: Reproductive and child Health, Health inequalities, Economic demography, Health care systems, Health inequalities, Morbidity, Poverty, Ageing, Demographic & Health Surveys, National Sample Surveys

Page 9: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Brazil-India: the case for comparison

steady economic growth, increase in per-capita income working age population and demographic dividend extreme inequalities (wealth, health, education) growing urban poverty, rich-poor gap widening rise of middle-class (crushed in-between rich-poor) increased desire for small families and FP use patterns differential health systems & policies, common health

goals

Page 10: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

research questions (1) What are the assessment criteria to measure and quantify inequalities in health care access in Brazil and India?

What is the extent of inequalities in access to health care and how do these vary over time and within (intra) and across (inter) wealth and expenditure classes and by geographical location of residence?

What are the individual, household and community barriers to health care access and how these differ between Brazil and India?

Page 11: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

research questions (2) How do individual, household and community attributes interact and mediate the relationship between household wealth and health care access?

What is the extent of heterogeneity in health care access at the community level?

To what extent do differences in inequalities in access to health care between Brazil and India reflect differences in health care system functioning and policies and whether they have narrowed or widened the gap between the rich and the poor?

Page 12: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

conceptual framework

Life course component of health care, focusing on three population sub-groupsChildren below 5 years, women in the reproductive age range (15-49) and older women aged 60+

Page 13: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Timeline & Outputs

12 months (April 2010 – March 2011)

Three sets of research workshops with specific research agenda incl academic papers (under progress), research proposals and capacity building activities: June 2010 (Belo Horizonte), Jan 2011 (Bangalore) & Mar 2011 (Southampton).

Dissemination: national and international conferences, project website, fact sheets, peer-reviewed joint publications

Page 14: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Brazil workshop, 28 June – 2 July, 2010

Page 15: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

PAPER 1 (Leone et al)

Health systems and inequalities in India and Brazil: How do they cope?

PAPER 2 (Caetano et al)

Social inequality, health care delivery system and family planning in Brazil and India: drugstore, hospital or public policy (an APC-hierarchical approach)?

PAPER 3 (Amaral et al)

Quantifying child health care inequalities in poor settings: the case of India and Brazil

Identified 6 key comparative analyses

Page 16: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

PAPER 4 (Channon et al)

Use of inpatient health care for the elderly in Brazil and India

PAPER 5 (Padmadas et al)

Inequalities in access to modern contraception in India and Brazil

PAPER 6 (Pallikadavath et al)

Access to reproductive health care services among the poorest-poor in India- a multilevel modelling in India and Brazil

+ stand alone country specific papers

Page 17: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Micro data resources used BrazilPesquisa Nacional de Demografia e Saúde (PNDS), 1986, 1991, 1996National Household Sample Survey (PNAD), 1998, 2003, 2008Avaliação de Impacto do Programa Bolsa Família (AIBF), 2005Pesquisa de Orçamentos Familiares (POF), 2002-03, 2007-08Sistema de Informações sobre Mortalidade (SIM), several, ongoingSistema de Informações de Nascimentos (SINASC), several, ongoingSistema de Informações Hospitalares (SIH), several, ongoingSistema de Informações do Atendimento Básico (SIAB), several, ongoing

IndiaNational Family Health Survey (NFHS), 1992-93, 1998-99, 2005-06

National Sample Survey Organization (NSSO), 1986-87, 1995-96, 2004-05

Reproductive and Child Health Surveys (DLHS), 1998-99, 2002-04, 2006-07

WHO Study on Global Ageing and Adult Health (SAGE), 2003, 2007

Page 18: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Administrative units (spatial level)

Brazil Índia

5507 Municipalities Village/Ward/Town

558 Micro regions 640 Districts

137 Meso regions

27 States 31 States

5 Major regions 6 Major Regions

Page 19: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Analysis of the 2005/06 National Family Health Surveys, India (analyses under progress, Padmadas et al.)

ratio (richest-fifth over poorest-fifth)Current contraceptive use among women aged 25 years or above who have 2 or more children

Page 20: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Analysis of the 2007/08 District Level Household Survey (analyses under progress, Pallikadavath et al.)

odds ratio of antenatal care uptake

Page 21: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

Analysis of the 2005/06 National Family Health Surveys, India

social ladder and targeted interventionsDistribution of women by caste and household wealth in India

Page 22: Inequalities in Access to Health Care in Brazil and India Closing the Gap for the Poorest-poor Sabu Padmadas (ssp@soton.ac.uk) 4 th ESRC Research Methods

acknowledgments

ESRC/Pathfinder Scheme (Grant Reference: RES-238-25-0009) Project team members from Brazil, India & the UK

Thank you very much