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Public financing of health in developing countries: a cross-national systematic analysis Chunling Lu, Matthew Schneider, Paul Gubbins, Katherine Leach-Kemon, Dean Jamison, Christopher Murray
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Development assistance for health has increased dramatically.  The vast majority of health expenditure is still financed by developing country governments and households.  Ravishankar et al 2009 The Lancet
[object Object],[object Object],[object Object],What Are the Determinants of Public Financing of Health in Developing Countries?
[object Object],[object Object],[object Object],[object Object],Demand for Health Services Will Increase
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],Broad Approach
[object Object],[object Object],[object Object],[object Object],Some Definitions
[object Object],[object Object],[object Object],[object Object],Tracking GHE-A and GHE-S is Not Easy
[object Object],[object Object],[object Object],Missing Data in Time-Series Cross-Sectional Datasets
Statistical Model We express key quantities of interest as percentage of GDP to avoid exchange rate and GDP deflation issues.
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
WHO Imputed Datasets Show in Real Dollars GHE-S is Increasing
IMF Imputed Datasets Show in Real Dollars GHE-S is Increasing
Decomposing Changes in GHE-S into Changes in GDP, Changes in Size of Government (GGE/GDP) and Changes in Government Commitment to Health (GHE-S/GDP)
IMF Change in Government Health Expenditure as a share of General Government Expenditure
WHO Change in Government Health Expenditure as a share of General Government Expenditure
Development Assistance for Health change in Global Burden of Disease developing regions in 1999-2002 compared with 2003-2006
Table 2: Time-series cross-sectional regression results for GHE-S/GDP for countries in GDB developing regions based on the Arellano-Bover/Blundell-Bond model
Coefficients of Development Assistance for Health to Governments as a proportion of Gross Domestic Product WHO   IMF WHO   IMF WHO   IMF ,[object Object],[object Object]
Coefficients of Development Assistance for Health to Non-Governments as a proportion of Gross Domestic Product ,[object Object],[object Object]
[object Object],[object Object],[object Object],Heterogeneous Effects
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Sub-Additionality May Have Magnified Effect on Health Priorities
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Data Limitations
[object Object],[object Object],Other Limitations
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Recommendations ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],The Big Picture

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Public financing of healh in developing countries: a cross-national systematic analysis

  • 1. Public financing of health in developing countries: a cross-national systematic analysis Chunling Lu, Matthew Schneider, Paul Gubbins, Katherine Leach-Kemon, Dean Jamison, Christopher Murray
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  • 3. Development assistance for health has increased dramatically. The vast majority of health expenditure is still financed by developing country governments and households. Ravishankar et al 2009 The Lancet
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  • 11. Statistical Model We express key quantities of interest as percentage of GDP to avoid exchange rate and GDP deflation issues.
  • 12.
  • 13. WHO Imputed Datasets Show in Real Dollars GHE-S is Increasing
  • 14. IMF Imputed Datasets Show in Real Dollars GHE-S is Increasing
  • 15. Decomposing Changes in GHE-S into Changes in GDP, Changes in Size of Government (GGE/GDP) and Changes in Government Commitment to Health (GHE-S/GDP)
  • 16. IMF Change in Government Health Expenditure as a share of General Government Expenditure
  • 17. WHO Change in Government Health Expenditure as a share of General Government Expenditure
  • 18. Development Assistance for Health change in Global Burden of Disease developing regions in 1999-2002 compared with 2003-2006
  • 19. Table 2: Time-series cross-sectional regression results for GHE-S/GDP for countries in GDB developing regions based on the Arellano-Bover/Blundell-Bond model
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