Evidence map›Paper›PMID 42129401›Full record

ArticleScientific reports2026

Validating the invisible: A mixed-methods approach to establishing reliable WEF nexus indicators for sustainable organic saffron production.

Fatemeh Khalili, Shahla Choobchian, Marzieh Keshavarz

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.

Fatemeh KhaliliDepartment of Agricultural Extension and Education, College of Agriculture, Tarbiat Modares University (TMU), Tehran, Iran.ORCID http://orcid.org/0009-0002-3678-1104
Shahla ChoobchianDepartment of Agricultural Extension and Education, College of Agriculture, Tarbiat Modares University (TMU), Tehran, Iran. shchoobchian@modares.ac.ir.ORCID http://orcid.org/0000-0003-2750-1094
Marzieh KeshavarzDepartment of Agricultural Extension and Education, Agricultural College, University College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran.ORCID http://orcid.org/0000-0002-0284-5635

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The water-energy-food (WEF) nexus is crucial for efficient resource management in agriculture, especially for high-value crops such as saffron. Despite existing studies, gaps remain in the validation of indicators representing interactions within the nexus. This study addresses these gaps by validating key indicators for sustainable WEF management in organic saffron production and identifying the most influential components. A mixed-methods approach was applied, including literature review, qualitative content analysis, and instrument validation using Lincoln and Guba's method. Face and content validity were assessed through the Content Validity Ratio (CVR) and Content Validity Index (CVI), resulting in 91 validated components from an initial 94. The highest-ranked indicators included integrated water resource management, water quality, energy technology, smart infrastructure, economic and market factors, and technology and innovation. Experts emphasized the importance of economic factors, technology adoption, and stakeholder participation for sustainability. Findings highlight the need to implement the WEF framework, strengthen institutional support, and provide targeted incentives. Policymakers and planners should prioritize these components to improve sustainable resource management and support the development of organic saffron production.

Indexed as

Content validity indexContent validity ratioHigh-value crop systemsNexus-based policymakingNexus frameworkSustainable resource management

Identifiers

PMID42129401
PMCPMC13357829

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.