Output list
Conference presentation
Date presented 12/2025
Australian Statistical Conference 2025 (ASC2025), 01/12/2025–05/12/2025, Curtin University, Perth, WA
Conference presentation
Date presented 11/09/2025
46th Australian Health Economics Society Conference 2025, 11/09/2025–12/09/2025, Canberra, ACT
Conference presentation
Comparison of Pregnancy-related Out-of-pocket Expenditure in Bangladesh and Pakistan
Date presented 21/07/2025
International Health Economics Association Congress 2025, 19/07/2025–23/07/2025, Bali, Indonesia
Abstract
Background
The burden of out-of-pocket (OOP) healthcare expenses for pregnancy-related conditions is a significant concern in resource-prone countries. Bangladesh and Pakistan, two historically connected countries with similar socioeconomic standings, rank among the highest globally in OOP share in total health expenditures. Excessive OOP costs pose financial barriers to maternal healthcare utilisation, leading to catastrophic health expenditures (CHE) and deepening poverty. Our study aims to compare pregnancy-related OOP expenditures between Bangladesh and Pakistan, examining key disparities in spending patterns and financial burden.
Methods
This study utilises data from the Bangladesh Household Income and Expenditure Survey (HIES) 2022 and published secondary evidence for Pakistan in the absence of primary data. For Bangladesh, we included all women of reproductive age who reported pregnancy-related health issues in the past 30 days or were hospitalised in the last 12 months. We estimated the share of OOP in total household expenditure on pregnancy-related healthcare, assessed CHE using budget share, actual, and normative food expenditure methods, and evaluated impoverishment effects. Descriptive and equity-based analyses were conducted to examine expenditure variations across socioeconomic groups.
Results
In Bangladesh, pregnancy-related OOP expenditures (USD 434.4) accounted for 50% of total household healthcare spending (USD 892.6). The share of OOP in total household expenditure was significantly higher for private healthcare facilities (USD 417.1) and among rural women (USD 384.8). Low-income households spent a greater proportion (two-thirds) of their total expenditure on pregnancy-related care. The CHE incidence was around 94.6%-80.9% among the lowest quintile households and 26.8%-66.5% among rural households under normative capacity-to-pay (CTP) method. Impoverishment rates were highest, with 31.7% low-income and 3.9% rural households falling into poverty due to OOP expenses. In Pakistan, OOP costs for pregnancy care were significantly higher in private facilities (USD 209.88-255.49) than in public facilities (USD 23.30-63.87).
Conclusion
Pregnancy-related OOP healthcare costs constitute a significant financial burden in Bangladesh and Pakistan, with higher expenses in private facilities. Low-income and rural families in Bangladesh face the greatest hardship, often leading to financial catastrophe and poverty. Strengthening public healthcare funding, expanding maternal health insurance, and regulating private sector pricing could reduce OOP costs and improve maternal healthcare equity.
Conference presentation
Comparison of Pregnancy-related Out-of-pocket Expenditure in Bangladesh and Pakistan
Date presented 07/2025
International Health Economics Association Congress 2025, 19/07/2025–23/07/2025, Bali, Indonesia
Conference presentation
How Mental Health Shapes Healthcare Costs: Evidence From Australian Longitudinal Survey
Date presented 07/2025
International Health Economics Association Congress 2025, 19/07/2025–23/07/2025, Bali, Indonesia
Conference presentation
Date presented 07/2025
International Health Economics Association (IHEA) Congress 2025, 19/07/2025–23/07/2025, Bali, Indonesia
Conference presentation
Urban-rural inequality in quality antenatal care in Bangladesh and Pakistan: decomposition analysis
Date presented 19/09/2024
Australian Public Health Conference 2024, 17/09/2024–19/09/2024, Pan Pacific Hotel, Perth
Conference presentation
Utilization of health care for NCDs in South Asia: A systematic review
Date presented 18/09/2024
Australian Public Health Conference 2024, 17/09/2024–19/09/2024, Pan Pacific Hotel, Perth
Conference presentation
Date presented 03/09/2024
Australasian Applied Statistics Conference , 02/09/2024–05/09/2024, Rottnest Island, Western Australia
Conference presentation
Urban-rural inequality in quality antenatal care in Bangladesh and Pakistan: decomposition analysis
Date presented 09/2024
Australian Public Health Conference 2024, 17/09/2024–19/09/2024, Perth, Western Australia