Evidence map›Paper›PMID 35014963›Full record

ArticleJMIR human factors2022

Combining Farmers' Preferences With Evidence-Based Strategies to Prevent and Lower Farmers' Distress: Co-design and Acceptability Testing of ifarmwell.

Kate M Gunn, Gemma Skaczkowski, James Dollman, Andrew D Vincent, Camille E Short, Susan Brumby, Alison Barrett, Nathan Harrison, Deborah Turnbull

Abstract read
In one paragraph

Article in JMIR human factors, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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  4. Review
  5. Article
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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

9 authors.

Kate M GunnDepartment of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia.ORCID https://orcid.org/0000-0003-0837-6814
Gemma SkaczkowskiDepartment of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia.ORCID https://orcid.org/0000-0003-0715-3563
James DollmanAlliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, Australia.ORCID https://orcid.org/0000-0002-6427-2115
Andrew D VincentFreemason's Centre for Male Health and Wellbeing, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0002-6428-1070
Camille E ShortMelbourne Centre for Behaviour Change, Melbourne School of Psychological Sciences and Melbourne School of Health Sciences, University of Melbourne, Melbourne, Australia.ORCID https://orcid.org/0000-0002-4177-4251
Susan BrumbyNational Centre for Farmer Health, Western District Health Service, Hamilton, Australia.ORCID https://orcid.org/0000-0001-6332-3374
Alison BarrettDepartment of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia.ORCID https://orcid.org/0000-0002-1134-3266
Nathan HarrisonDepartment of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia.ORCID https://orcid.org/0000-0002-1011-8745
Deborah TurnbullFreemason's Centre for Male Health and Wellbeing, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0002-7116-7073

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFarming is physically and psychologically hazardous. Farmers face many barriers to help seeking from traditional physical and mental health services; however, improved internet access now provides promising avenues for offering support.

objectiveThis study aims to co-design with farmers the content and functionality of a website that helps them adopt transferable coping strategies and test its acceptability in the broader farming population.

methodsResearch evidence and expert opinions were synthesized to inform key design principles. A total of 18 farmers detailed what they would like from this type of website. Intervention logic and relevant evidence-based strategies were mapped. Website content was drafted and reviewed by 2 independent mental health professionals. A total of 9 farmers provided detailed qualitative feedback on the face validity of the draft content. Subsequently, 9 farmers provided feedback on the website prototype. Following amendments and internal prototype testing and optimization, prototype usability (ie, completion rate) was examined with 157 registered website users who were (105/157, 66.9%) female, aged 21-73 years; 95.5% (149/156) residing in inner regional to very remote Australia, and 68.2% (107/157) "sheep, cattle and/or grain farmers." Acceptability was examined with a subset of 114 users who rated at least module 1. Interviews with 108 farmers who did not complete all 5 modules helped determine why, and detailed interviews were conducted with 18 purposively sampled users. Updates were then made according to adaptive trial design methodology.

resultsThis systematic co-design process resulted in a web-based resource based on acceptance and commitment therapy and designed to overcome barriers to engagement with traditional mental health and well-being strategies-ifarmwell. It was considered an accessible and confidential source of practical and relevant farmer-focused self-help strategies. These strategies were delivered via 5 interactive modules that include written, drawn, and audio- and video-based psychoeducation and exercises, as well as farming-related jokes, metaphors, examples, and imagery. Module 1 included distress screening and information on how to speak to general practitioners about mental health-related concerns (including a personalized conversation script). Modules were completed fortnightly. SMS text messages offered personalized support and reminders. Qualitative interviews and star ratings demonstrated high module acceptability (average 4.06/5 rating) and suggested that additional reminders, higher quality audio recordings, and shorter modules would be useful. Approximately 37.1% (52/140) of users who started module 1 completed all modules, with too busy or not got to it yet being the main reason for non-completion, and previous module acceptability not predicting subsequent module completion.

conclusionsSequential integration of research evidence, expert knowledge, and farmers' preferences in the co-design process allowed for the development of a self-help intervention that focused on important intervention targets and was acceptable to this difficult-to-engage group.

trial registrationAustralian New Zealand Clinical Trials Registry ACTRN12617000506392; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=372526.

Indexed as

acceptance and commitment therapyagriculturecopingdroughtfarmmental healthonline interventionruralstress

Identifiers

PMID35014963
PMCPMC8790695

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.