Evidence map›Paper›PMID 40405164›Full record

ArticleBMC public health2025

Investigating the conceptual model of the formation of psychological resilience in farmers affected by droughts in Iran using structural equation modeling.

Azadeh Tahernejad, Sanaz Sohrabizadeh, Yadollah Mehrabi, Ali Mashhadi

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Azadeh TahernejadDepartment of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Sanaz SohrabizadehDepartment of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran. ssohrabizadeh@gmail.com.
Yadollah MehrabiDepartment of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Ali MashhadiFaculty of Education and Psychology, Ferdowsi University of Mashhad, Mashhad, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDrought has had a significant impact on farmers, resulting in a substantial increase in mental health disorders among them. This study aimed to test the model of forming psychological resilience among farmers in drought-affected regions in Iran using a valid and reliable tool designed during the research.

methodA quantitative cross-sectional study was conducted in 2024 in two stages. Firstly, the tool for measuring the model components was designed. Its psychometric properties were evaluated using the content and face validity as well as Cronbach's alpha and test-retest methods. Secondly, the model was tested using structural equation modeling (SEM). The sample size was estimated as 400 farmers being selected by the cluster-random sampling method. Descriptive statistics were performed using SPSS version 22.0 and SEM was conducted using Mplus version 7.

resultsOut of 400 distributed questionnaires, 387 were returned to the researchers. The psychometric results showed acceptable validity and reliability (CVI = 0.86, CVR = 0.92, and Cronbach's alpha = 0.88). The SEM results indicated that the initial model needed modifications to improve fit indices (χ²/df = 2.30, CFI = 0.67, TLI = 0.77, RMSEA = 0.042, SRMR = 0.031). The valid model for psychological resilience was achieved after conducting the modifications (χ²/df = 2.90, CFI = 0.98, TLI = 0.97, RMSEA = 0.031, SRMR = 0.021).

conclusionThis study showed that the model is appropriate for the context of Iran. Utilizing the model and its components, targeted interventions can be implemented to improve the psychological resilience of farmers both in practice and in the field. Furthermore, the tool designed in this study allows for the analysis of the model's applicability in other provinces affected by drought in Iran. Based on the findings, informed decisions and interventions can be effectively formulated.

Indexed as

DroughtsFarmersResilience, PsychologicalAdultCross-Sectional StudiesFemaleHumansIranLatent Class AnalysisMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesDroughtsFarmersMental healthPsychological resilienceStructural equation modeling

Identifiers

PMID40405164
PMCPMC12096486

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.