EXCHANGE RATE DYNAMICS AND HEALTH EXPENDITURE PER CAPITA ACROSS ECONOMIES ENGAGED IN INTERNATIONAL IMPORT TRADE

This analysis examines whether exchange rate dynamics exhibit distinct associations with health expenditure across importing economies, informing international debates on financing pressures. World Development Indicators provide 1,995 annual observations across 185 economies during 2013 to 2023. An exploratory panel model jointly estimates contemporaneous depreciation, preceding depreciation and rolling volatility, incorporating economy and year fixed effects with standard errors clustered by economy. A ten-percentage log point increase in contemporaneous depreciation is associated with 1.39% lower expenditure, with a 95% confidence interval indicating reductions between 0.44% and 2.32%. Preceding depreciation is imprecisely estimated, while the negative volatility association weakens after adjustment for multiple comparisons. Adding observations from 2024 changes estimates little, and excluding individual economies preserves coefficient directions. However, expenditure level specifications provide weaker evidence. These findings refine uniform transmission accounts by distinguishing timing, variability and measurement scale without identifying causal mechanisms. International expenditure surveillance should therefore assess proportional and absolute spending together and avoid interpreting currency associations as direct evidence of changes in service availability.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24050671
Primary Topic
Global Health Care Issues
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

EXCHANGE RATE DYNAMICS AND HEALTH EXPENDITURE PER CAPITA ACROSS ECONOMIES ENGAGED IN INTERNATIONAL IMPORT TRADE

Kannan Vishwanath & Lloyd Zulu
1 links
Zenodo (CERN European Organization for Nuclear Research)
Global Health Care Issues
article

EXCHANGE RATE DYNAMICS AND HEALTH EXPENDITURE PER CAPITA ACROSS ECONOMIES ENGAGED IN INTERNATIONAL IMPORT TRADE

Kannan Vishwanath & Lloyd Zulu
article en

Abstract

This analysis examines whether exchange rate dynamics exhibit distinct associations with health expenditure across importing economies, informing international debates on financing pressures. World Development Indicators provide 1,995 annual observations across 185 economies during 2013 to 2023. An exploratory panel model jointly estimates contemporaneous depreciation, preceding depreciation and rolling volatility, incorporating economy and year fixed effects with standard errors clustered by economy. A ten-percentage log point increase in contemporaneous depreciation is associated with 1.39% lower expenditure, with a 95% confidence interval indicating reductions between 0.44% and 2.32%. Preceding depreciation is imprecisely estimated, while the negative volatility association weakens after adjustment for multiple comparisons. Adding observations from 2024 changes estimates little, and excluding individual economies preserves coefficient directions. However, expenditure level specifications provide weaker evidence. These findings refine uniform transmission accounts by distinguishing timing, variability and measurement scale without identifying causal mechanisms. International expenditure surveillance should therefore assess proportional and absolute spending together and avoid interpreting currency associations as direct evidence of changes in service availability.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth, Good health and well-being
Global Health Care Issues
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon