Evidence map›Paper›PMID 41832224›Full record

ArticleScientific reports2026

The role of institutional quality, energy consumption, and trade openness in food production in major 19 agricultural economies.

Hüseyin Çelik, İbrahim Aytekin, Selman Kızılkaya

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Hüseyin ÇelikDepartment of Economics, Faculty of Economics and Administrative Sciences, Dicle University, Diyarbakir, Turkey.ORCID https://orcid.org/0000-0002-2455-9381
İbrahim AytekinDepartment of Economics, Faculty of Economics and Administrative Sciences, Bitlis Eren University, Bitlis, Turkey.ORCID https://orcid.org/0000-0002-3574-1007
Selman KızılkayaDepartment of Health Management, Faculty of Economics and Administrative Sciences, Dicle University, Diyarbakir, Turkey. selman.kizilkaya@dicle.edu.tr.ORCID https://orcid.org/0000-0002-3136-7257

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the structural determinants of agricultural sustainability by analyzing the long-run effects of institutional quality, oil consumption, information and communication technology (ICT), agricultural employment, and trade openness on food production in 19 major agricultural economies during the period 1996–2020. Using panel data econometrics, the analysis applies the Durbin–Hausman cointegration test and the Augmented Mean Group (AMG) estimator to account for cross-sectional dependence and heterogeneity. The findings reveal that institutional quality, oil consumption, and agricultural employment significantly enhance food production, while ICT and trade openness exhibit mixed or statistically insignificant effects. These results indicate that strong governance structures, efficient energy use, and robust agricultural labor markets are essential for sustaining long-term food productivity. The study contributes to the existing literature by integrating institutional and energy dimensions into the analysis of agricultural sustainability, highlighting policy pathways toward resilient and energy-efficient food systems. Policymakers are encouraged to strengthen institutional capacity, promote the adoption of renewable energy in agriculture, and enhance labor productivity to ensure sustainable food security amid global economic and climatic uncertainties.

Indexed as

AgricultureCommerceFood SupplyHumansAgricultural employmentFood productionInstitutional qualityOil consumptionTrade openness

Identifiers

PMID41832224
PMCPMC13121611

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.