Evidence map›Paper›PMID 41739354›Full record

ArticleHealth economics review2026

Understanding recent dynamics: prosperity and longevity in Ghana.

Ussif Abdul-Aziz Sirin, Reiner Anafo, Edward Ebo Onumah, Jamal Mohammed, Ramatu Ussif

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Article in Health economics review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Ussif Abdul-Aziz SirinDepartment of Agricultural Economics and Agribusiness, University of Ghana, Accra, Ghana.
Reiner AnafoDepartment of Agricultural Economics and Agribusiness, University of Ghana, Accra, Ghana.
Edward Ebo OnumahDepartment of Agricultural Economics and Agribusiness, University of Ghana, Accra, Ghana.
Jamal MohammedDepartment of General/Liberal Studies, Koforidua Technical University, Koforidua, Ghana. jamalmohammed@ktu.edu.gh.
Ramatu UssifDepartment of Applied Finance and Policy Management, University of Education, Winneba, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study provides the first simultaneous estimation of prosperity (per capita income) and longevity (life expectancy) in Ghana using a recursive bivariate Conditional Mixed Process (CMP) model on World Development Indicators (WDI) data (2000–2022). CMP is uniquely suited to address endogeneity and bidirectional causality via cross-equation error correlation, outperforming single-equation approaches in structural systems (Roodman, Am J Clin Nutr 103:495–504, 2011). Results confirm a robust positive prosperity–longevity nexus: a $1,000 rise in per capita income increases life expectancy by 0.091 years (p < 0.001). Prosperity is driven by capital formation (+ $2 per $1 invested), broad money/reserves ratio (+ $75 per 1% rise), and employment (+ $83 per 1 percentage point rise), but dampened by birth rate (–$180 per 1/1,000 rise). Longevity faces counterintuitive pressures: health expenditure (–0.034 years per $1 per capita) and CO₂ emissions (–0.158 years per 1,000 kt) reduce life expectancy, while sanitation access (+ 1.11 years per 1 percentage point) and employment (+ 0.119 years per 1 percentage point) enhance it—reflecting inefficiency (Novignon et al., 2012) and social capital in high-fertility contexts (Agyemang and Gyambiby, AJMRD 7:1–10, 2025). Policy priorities: (1) target capital efficiency via FDI incentives; (2) reallocate health budgets to primary care and rural access; (3) enforce CO₂ caps in industry; (4) scale sanitation to safely managed standards. These Ghana-specific levers offer higher marginal gains in longevity per cedi spent than generic growth strategies.

Indexed as

CMPGhanaHealth expenditure paradoxLife expectancyPer capita incomeSanitation dividendSimultaneity

Identifiers

PMID41739354
PMCPMC13041195

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.