Evidence map›Paper›PMID 37682832›Full record

SynthesisPloS one2023

Approaches to the development of new screening tools that assess distress in Indigenous peoples: A systematic mixed studies review.

Kathryn Meldrum, Ellaina Andersson, Valda Wallace, Torres Webb, Rachel Quigley, Edward Strivens, Sarah Russell

Open access · goldAbstract readSystematic Review
In one paragraph

Synthesis in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.2field-weighted citation impact, top 12% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Adaptation of the Good Spirit, Good Life quality of life tool for remote Indigenous Australians.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  3. Article
  4. Article
  5. 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.

Kathryn MeldrumCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.ORCID 0000-0003-1846-1596
Ellaina AnderssonMonash Children's Hospital, Clayton, Victoria, Australia.
Valda WallaceCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.
Torres WebbCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.
Rachel QuigleyCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.ORCID 0000-0002-9943-9384
Edward StrivensCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.
Sarah RussellCollege of Medicine and Dentistry, James Cook University, Cairns, Queensland, Australia.ORCID 0000-0003-2845-5990
James Cook University · AUMonash Children’s Hospital · AUQueensland Health · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This mixed studies review assessed the extent of the literature related to approaches used to develop new tools that screen for distress in Indigenous adults globally. It answered the research question: What qualitative and quantitative approaches are used to develop new screening tools that assess distress in Indigenous peoples globally? CINAHL, Embase, Emcare, Medline, PsychInfo and Scopus databases were systematically searched to identify relevant articles published between January 2000 and February 2023. Articles describing the development of a new screening tool for Indigenous peoples, globally, published in English since 2000 and constituted a full publication of primary research, met the inclusion criteria. Studies underwent quality appraisal using the Mixed-Methods Appraisal Tool. A sequential exploratory design guided data analysis. Synthesis occurred using a two-phase sequential method. Nineteen articles constituted the data set. Articles described the use of qualitative, quantitative, or mixed methods in approximately equal numbers. Overall, qualitative methods were used in early stages of tool development, with mixed and quantitative methods used to pilot and validate them. However, most studies did not follow the theoretical guidelines for tool development, and while validation studies took place in over half of the data set, none adequately assessed construct validity. Sixty percent of the articles were located using citation searches, which suggests database searches were ineffective. Valid tools that screen for distress in Indigenous populations support equitable access to health care. This review found that most screening tools were developed in Australia. However, additional evidence of their validity is needed in addition to a valid diagnostic tool that supports the determination of criterion validity. These needs present important future research opportunities.

Indexed as

Data AnalysisIndigenous PeoplesAdultAustraliaDatabases, FactualHealth FacilitiesHumans

Identifiers

PMID37682832
PMCPMC10490875
OpenAlexW4386562974

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.