Evidence map›Paper›PMID 32489395›Full record

ArticleJournal of occupational medicine and toxicology (London, England)2020

Cross sectional analysis of depression amongst Australian rural business owners following cyclone-related flooding.

Keersten Cordelia Fitzgerald, Sabrina Winona Pit, Margaret Rolfe, John McKenzie, Veronica Matthews, Jo Longman, Ross Bailie

Open access · goldAbstract read
In one paragraph

Article in Journal of occupational medicine and toxicology (London, England), 2020. 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
2.2field-weighted citation impact, top 10% 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, 15 citations in OpenAlex.

  1. Mental health impacts of climate-related hazards among farmers: evidence from a community-based study.Journal of occupational medicine and toxicology (London, England) · 2026
    Article
  2. Article
  3. Article
  4. Co-Designing Research for Sustainable Food Systems and Diets with Aboriginal Communities: A Study Protocol.International journal of environmental research and public health · 2024
    Article
  5. Climate-Related Natural Disasters: Reflections on an Agenda for Rural Health Research.International journal of environmental research and public health · 2023
    Article
  6. Article
  7. 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

7 authors at 3 institutions in 1 country.

Keersten Cordelia FitzgeraldSchool of Medicine, Western Sydney University, Sydney, Australia.
Sabrina Winona PitSchool of Medicine, Western Sydney University, University Centre for Rural Health, Sydney, Australia.ORCID 0000-0003-2410-0703
Margaret RolfeThe University of Sydney, University Centre for Rural Health, 61 Uralba Street, Lismore, NSW 2480 Australia.
John McKenzieThe University of Sydney, University Centre for Rural Health, 61 Uralba Street, Lismore, NSW 2480 Australia.
Veronica MatthewsThe University of Sydney, University Centre for Rural Health, 61 Uralba Street, Lismore, NSW 2480 Australia.
Jo LongmanThe University of Sydney, University Centre for Rural Health, 61 Uralba Street, Lismore, NSW 2480 Australia.
Ross BailieThe University of Sydney, University Centre for Rural Health, 61 Uralba Street, Lismore, NSW 2480 Australia.
The University of Sydney · AULismore Base Hospital · AUWestern Sydney University · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFlooding is an increasingly prevalent natural hazard worldwide and can have a profound impact on the mental health of those directly and indirectly affected. Little is known about the impact on business owners, who may be particularly vulnerable to the mental health complications of flooding given the additional economic stressors.

methodsA large cross-sectional survey was conducted six months after severe flooding in the rural Northern Rivers region of New South Wales, Australia in 2017. The survey assessed demographics, probable depression (using the Patient Health Questionnaire-2), flood exposure, flood-related financial factors, prior flood exposure and support from various organisations. Logistic regression was used to identify predictors of probable depression in 653 of the 745 participants who identified as business owners.

resultsThe prevalence of probable depression in our sample was 17.0%. A quarter (25.1%) of business owners whose business was flooded suffered from probable depression, compared to 12.4% of non-flooded business owners. The multivariable model for probable depression demonstrated elevated adjusted odds ratios (AOR) for business owners who had to evacuate their business (AOR = 2.11, 95% Confidence Interval (CI) 1.25-3.57) compared to those who did not evacuate. Insurance disputes/rejections were a strong predictor for probable depression (AOR = 3.76, CI 1.86-7.60). Those whose income was reduced due to the flood and had not returned to normal six months post-flood demonstrated an increased AOR for probable depression (AOR 2.53, CI 1.26-5.07) compared to those whose income had returned to normal. The univariable analysis found elevated crude odds ratios (OR) for the cumulative effect of multiple flood exposures and unmet support needs by the state government (OR = 2.74, CI 1.12-6.68). The majority of business owners felt their needs were not met by most organisations providing flood-related support.

conclusionThe impact of flood exposure and flood-related financial factors on probable depression was highly significant for the business owner population. Furthermore, business owners felt under-supported by flood-related services. These findings highlight the vulnerability of exposed business owners and the need for increased support. Disaster planning programs in conjunction with system level changes such as infrastructure and education are vital for disaster preparedness.

Indexed as

BusinessDepressionFloodsInsuranceMental healthNatural disasters

Identifiers

PMID32489395
PMCPMC7247252
OpenAlexW3031192372

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.