Evidence map›Paper›PMID 40346155›Full record

ArticleScientific reports2025

Applying causality to environmental security in Iraq.

Ninoslav Malekovic, Maarten Vonk, Laura Birkman, Tim Sweijs, Anna V Kononova, Thomas Bäck

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

6 authors.

Ninoslav MalekovicThe Hague Centre for Strategic Studies, Lange Voorhout 1, 2514 EA, The Hague, Netherlands. malekovic@quantifiable.org.
Maarten VonkThe Hague Centre for Strategic Studies, Lange Voorhout 1, 2514 EA, The Hague, Netherlands. maartencvonk@gmail.com.
Laura BirkmanThe Hague Centre for Strategic Studies, Lange Voorhout 1, 2514 EA, The Hague, Netherlands.
Tim SweijsThe Hague Centre for Strategic Studies, Lange Voorhout 1, 2514 EA, The Hague, Netherlands.
Anna V KononovaLeiden Institute of Advanced Computer Science, Einsteinweg 55, 2333CC, Leiden, Netherlands.
Thomas BäckLeiden Institute of Advanced Computer Science, Einsteinweg 55, 2333CC, Leiden, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite major advances in environmental security research, non-experimental observations typically rely on methods that retrieve or validate specific linkages, rather than uncovering broader causal mechanisms underlying environmentally driven armed conflict. This article demonstrates how recent advances in causal methodology can be applied to more comprehensively retrieve and validate a network of such linkages. By retrieving a more integrated causal structure of pathways from environmental variables to conflict activity, we offer a novel methodological perspective on how causal relationships among environmental, demographic, agricultural and armed conflict variables can be identified, and how associated causal hypotheses can be tested. To uncover these pathways and infer causal effects of natural conditions on conflict activity, we apply this methodology to non-experimental observations of armed conflict across Iraqi subdistricts. Our findings support the hypotheses that latent energy and soil moisture indirectly cause conflict activity. While confirming that armed conflict is positively mediated by population density, the results do not support the hypothesis that wheat production negatively mediates conflict. Finally, we discuss our methodological approach, clarify its limitations, propose future research directions, and consider the implications for evidence-based policy interventions.

Indexed as

Armed ConflictsEnvironmentAgricultureHumansIraq

Identifiers

PMID40346155
PMCPMC12064726

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.