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Out-of-pocket expenditures associated with double disease burden in Pakistan: a quantile regression analysis
Lubna Naz1, Shyamkumar Sriram2
1Department of Economics, School of Economics and Social Sciences, Institute of Business Administration, 75270, Karachi, Pakistan.
Pakistan faces a double disease burden, increasing impoverishment risk. This study reveals that while more diseases correlate with higher out-of-pocket spending in lower percentiles, older family members increase costs at higher percentiles.
Area of Science:
- Public Health
- Health Economics
- Epidemiology
Background:
- Pakistan grapples with a dual burden of communicable and noncommunicable diseases.
- Households with members affected by both disease types face significant impoverishment risks due to high out-of-pocket (OOP) payments.
- Understanding the determinants of OOP expenditure in this context is crucial for financial risk protection.
Purpose of the Study:
- To examine the percentile distribution of determinants influencing out-of-pocket expenditure.
- To analyze the association between socioeconomic factors and OOP spending related to the double disease burden in Pakistan.
Main Methods:
- Utilized data from 6,775 households experiencing both communicable and noncommunicable diseases from the Household Integrated Economic Survey 2018-19.
- Employed quantile regression to analyze the association between socioeconomic factors and OOP expenditure.
- The dataset was cross-sectional and nationally representative.
Main Results:
- 28.5% of households reported a double disease burden in 2018-19.
- Factors like uneducated household heads, male heads, outpatient care, public sector service utilization, rural residence, and older members were associated with the double disease burden.
- Increased communicable and noncommunicable diseases were linked to higher monthly OOP expenditure in lower percentiles, while older members increased OOP expenditure in higher percentiles.
Conclusions:
- The co-occurrence of communicable and noncommunicable diseases leads to substantial private healthcare costs in Pakistan.
- There is a need to address the varying financial burdens associated with managing the double disease burden.
- Policy interventions should consider the differential impact of socioeconomic factors on OOP expenditure across different expenditure levels.
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