Evidence map›Paper›PMID 42464231›Full record

ArticleBMC public health2026

Reassessing the health-agriculture nexus: evidence from super-efficiency DEA and panel models in OECD countries.

Fuad Selamzade

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Fuad SelamzadeDepartment of Health Management, Faculty of Health Sciences, Mus Alparslan University, Mus, Türkiye. f.salamov@alparslan.edu.tr.ORCID https://orcid.org/0000-0002-2436-8948

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAgricultural productivity and health expenditures are closely interconnected, influencing both economic development and social welfare. Despite growing interest in the health-agriculture nexus, empirical evidence on their bidirectional relationship across Organisation for Economic Co-operation and Development (OECD) countries remains limited.

methodsThis study investigates the relationship between health expenditures and agricultural productivity using an dataset covering 38 OECD countries from 2010 to 2021. In the first stage, agricultural productivity was measured using a Super-Efficiency Data Envelopment Analysis (DEA) model, allowing for the ranking of efficient countries beyond the conventional efficiency frontier. In the second stage, panel data models were employed to examine the effects of health expenditure indicators on agricultural productivity and the reverse effects of agricultural productivity on health expenditures.

resultsThe findings indicate substantial heterogeneity in agricultural productivity across OECD countries. Panel estimations reveal that public health expenditures have a positive and statistically significant effect on agricultural productivity, whereas private and out-of-pocket health expenditures exhibit limited or insignificant effects. Furthermore, higher agricultural productivity is associated with increases in per capita and public health expenditures, suggesting a reciprocal relationship between agricultural performance and health investment. The results highlight the importance of health financing in strengthening labor productivity and supporting sustainable agricultural development.

conclusionsHealth expenditures contribute not only to improved population health but also to enhanced agricultural efficiency and economic performance. Policies aimed at expanding public healthcare investments, particularly in rural areas, may generate productivity gains in agriculture while promoting broader sustainable development objectives. By integrating Super-Efficiency DEA with panel econometric techniques, this study provides novel empirical evidence on the health-agriculture nexus in OECD countries and offers relevant policy implications for both health and agricultural sectors.

Indexed as

AgricultureHealth ExpendituresOrganisation for Economic Co-Operation and DevelopmentHumansAgricultural productivityHealth expendituresOECDPanel data analysisSuper efficiency

Identifiers

PMID42464231
PMCPMC13656485

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.