Evidence map›Paper›PMID 38102600›Full record

ArticleBMC health services research2023

Exploratory factor analysis of constructs used for investigating research uptake for public healthcare practice and policy in a resource-limited setting, South Africa.

Jerry Sigudla, Jeanette E Maritz

Abstract read
In one paragraph

Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Development and Validation of AI Help-Seeking Behavior Scale Among Undergraduate University Students.European journal of investigation in health, psychology and education · 2026
    Article
  2. Article
  3. Development and Validation of a Culturally Adapted Patient-Reported Experience Measure for Diabetes Care in Thailand: Mixed-Methods Study.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  4. Development and Validation of a Resilience Scale for Nursing Home Staff.International journal of older people nursing · 2026
    Article
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  6. 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

2 authors.

Jerry SigudlaDepartment of Health Studies, University of South Africa, Pretoria, South Africa. sigudla@yahoo.com.
Jeanette E MaritzDepartment of Health Studies, University of South Africa, Pretoria, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLow-resource settings are often less capable of responding to and implementing available quality research evidence for public healthcare practice and policy development due to various factors. In most low-resource settings, limited empirical evidence is available to help deal with localised factors that contribute to low public health research uptake, particularly from the perspective of key research stakeholders.

methodsAlthough the study initially employed a two-phase exploratory sequential approach, this paper focuses on the results generated from a quantitative approach. Considering the determining factors that affect research uptake in the context of low-resource settings, a measuring instrument was developed and its reliability and validity were assessed using an exploratory factor analysis approach.

resultsA total of 212 respondents, according to their job roles and titles, were identified as researchers, front-line workers, programme managers, and directors/senior managers of higher learning institutions, indicating that the three constructs applied in the questionnaire, namely (1) individual factors, (2) organisational factors, and (3) research characteristics, demonstrated relatively high reliability with a Cronbach's alpha of greater than 0.791.

conclusionThe study concludes that the instrument can potentially be used to measure factors that affect research uptake in low-resource settings.

Indexed as

PolicyResource-Limited SettingsFactor Analysis, StatisticalHumansReproducibility of ResultsSouth AfricaHealthcare policyHealthcare practiceLow-resource settingsUptake of public health research

Identifiers

PMID38102600
PMCPMC10724913

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.