Evidence map›Paper›PMID 34320456›Full record

ArticleThe Science of the total environment2021

The association between drought conditions and increased occupational psychosocial stress among U.S. farmers: An occupational cohort study.

Jesse D Berman, Marizen R Ramirez, Jesse E Bell, Rocky Bilotta, Fredric Gerr, Nathan B Fethke

Open access · greenAbstract read
In one paragraph

Article in The Science of the total environment, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.9field-weighted citation impact, top 16% of its field
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

8 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Article
  3. Addressing water scarcity to support climate resilience and human health.Integrated environmental assessment and management · 2025
    Article
  4. Article
  5. Review
  6. Article
  7. Evaluating Changes in Health Risk from Drought over the Contiguous United States.International journal of environmental research and public health · 2022
    Article
  8. 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

6 authors at 5 institutions in 1 country.

Jesse D BermanDivision of Environmental Health Sciences, University of Minnesota School of Public Health, 420 Delaware Street SE, Minneapolis, MN 55455, USA. Electronic address: berma186@umn.edu.
Marizen R RamirezDivision of Environmental Health Sciences, University of Minnesota School of Public Health, 420 Delaware Street SE, Minneapolis, MN 55455, USA.
Jesse E BellEnvironmental, Agricultural, and Occupational Health, College of Public Health at the University of Nebraska Medical Center, 984388 Nebraska Medical Center, Omaha, NE 68198, USA.
Rocky BilottaISciences, L.L.C. and the National Oceanographic and Atmospheric Administration's National Centers for Environmental Information, 151 Patton Avenue, Asheville, NC 28801, USA.
Fredric GerrDepartment of Occupational and Environmental Health, University of Iowa College of Public Health, 145 N Riverside Drive, Iowa City, IA 52242, USA.
Nathan B FethkeDepartment of Occupational and Environmental Health, University of Iowa College of Public Health, 145 N Riverside Drive, Iowa City, IA 52242, USA.
University of Iowa · USMinnesota Department of Health · USNOAA National Centers for Environmental Information · USUniversity of Minnesota · USUniversity of Nebraska Medical Center · US

Funding

Great Plains Center for Agricultural Health (GPCAH)U54OH007548 · OH · UNIVERSITY OF IOWA · PI FETHKE, NATHAN B · 2011 to 2025
$24.6M
NIOSH CDC HHS U54 OH007548
6 · The paper itself

Abstract

backgroundDrought represents a globally relevant natural disaster linked to adverse health. Evidence has shown agricultural communities to be particularly susceptible to drought, but there is a limited understanding of how drought may impact occupational stress in farmers.

methodsWe used repeated measures data collected in the Musculoskeletal Symptoms among Agricultural Workers Cohort study, including 498 Midwestern U.S. farmers surveyed with a Job Content Questionnaire (JCQ) at six-month intervals in 312 counties from 2012 through 2015. A longitudinal linear mixed effects model was used to estimate the change in job strain ratio, a continuous metric of occupational psychosocial stress, during drought conditions measured with a 12-month standardized precipitation index. We further evaluated associations between drought and psychological job demand and job decision latitude, the job strain components, and applied a stratified analysis to evaluate differences by participant sex, age, and geography.

resultsDuring the growing season, the job strain ratio increased by 0.031 (95% CI: 0.012, 0.05) during drought conditions, an amount equivalent to a one-half standard deviation change (Cohen's D = 0.5), compared to non-drought conditions. The association between drought and the job strain ratio was driven mostly by increases in the psychological job demand (2.09; 95% CI: 0.94, 3.24). No risk differences were observed by sex, age group, or geographic region.

conclusionsOur results suggest a previously unidentified association between drought and increased occupational psychosocial stress among farmers. With North American climate anticipated to become hotter and drier, these findings could provide important health effects data for federal drought early warning systems and mitigation plans.

Indexed as

Occupational DiseasesOccupational StressCohort StudiesDroughtsFarmersHumansStress, PsychologicalSurveys and QuestionnairesClimateDroughtFarmersOccupational healthOccupational psychosocial stress

Identifiers

PMID34320456
PMCPMC9940133
OpenAlexW3183440727

What OpenQuestion holds

Textmetadata
LicenceTDM
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.