Evidence map›Paper›PMID 41469067›Full record

ArticleBMJ open2025

Effectiveness of education programme to increase competency of health cadres in Indonesia: a cluster non-randomised controlled trial.

Dewie Sulistyorini, K A T M Ehsanul Huq, Abdulfatai Olamilekan Babaita, Sadia A Aivey, Gao Huiying, Kana Kazawa, Yasuko Fukushima, Mayumi Kako, Michiko Moriyama

Registry-linked trialAbstract readControlled Clinical Trial
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06134518 (Effectiveness of the Education Program on Increasing the Competency Level of Health Cadres in Indonesia), which is not on this map. Not yet cited in PubMed.

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

NCT06134518 nacompletednot on this map

Effectiveness of the Education Program on Increasing the Competency Level of Health Cadres in Indonesia

TypeinterventionalSponsorHiroshima UniversityRan2023 to 2024Enrolled133ConditionsMaternal MortalityArmsThe education program, the initial orientation from the PHCs
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Dewie SulistyoriniGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0009-0006-1551-7805
K A T M Ehsanul HuqGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0000-0002-7637-0759
Abdulfatai Olamilekan BabaitaGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0000-0002-6324-3259
Sadia A AiveyGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0009-0009-0593-2812
Gao HuiyingGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0009-0008-5340-2499
Kana KazawaGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0000-0002-5303-8542
Yasuko FukushimaGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0000-0003-3693-4799
Mayumi KakoGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID http://orcid.org/0000-0003-2147-3942
Michiko MoriyamaGraduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan morimich@hiroshima-u.ac.jp.ORCID http://orcid.org/0000-0002-9190-8705

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesHealth cadres, who assist midwives in supporting pregnant women in community settings, need to enhance their competencies in identifying risk factors and referring high-risk pregnant women to midwives for further care. Since the capabilities of these health cadres are influenced by maternal complications, an educational programme was implemented to strengthen their skills. Therefore, this study aimed to evaluate the competency of health cadres by providing a researcher-developed educational programme.

designAn open-label, cluster non-randomised controlled trial. SETTING AND

participantsHealth cadres with at least 1 year of work experience were recruited at six public health centres (PHCs) in Banjarnegara Regency, Indonesia.

interventionsSix PHCs were selected and allocated into intervention group (IG=3 PHCs) and control group (CG=3 PHCs) groups. A total of 133 female health cadres were enrolled across the selected PHCs. At each PHC, a systematic random sampling method was used to select the participants. The researchers and health professionals provided a 3-week period of theoretical and scenario-based simulations to the IG, while the CG received no education. OUTCOME MEASURES: Researcher-developed questionnaires and checklists were used to assess the knowledge, skills (health assessment, communication, attitude) and confidence. The primary endpoint was competency, a total score of knowledge and skills. The outcome domains were compared between the two groups, and a linear mixed-effect model was used to account for cluster-level variation.

resultsA total of 130 (97.7%) completed the study (IG:64, CG:66). The competency score showed significant improvement at endline (CG=49.5 and IG=52.5; p=0.002). The median scores for health assessment skills (CG=12 vs IG=14; p<0.001) and communication skills (CG=7 vs IG=8; p<0.001) were increased in the IG compared with the CG. Mixed-effect model indicated that groups (β (95% CI) 2.49 (0.57 to 4.41), p=0.012), baseline knowledge (β(95% CI) 0.73 (0.54 to 0.92), p<0.001) and midline health assessment skills (β (95% CI) 0.54 (0.25 to 0.82), p<0.001) were significant positive predictors, while age was negatively associated with competency (β (95% CI) -0.20 (-0.30 to -0.10), p<0.001)).

conclusionEducation effectively increased the competency of health cadres. A well-structured education programme is necessary for health cadres to improve and maintain their competencies in monitoring high-risk pregnant women. TRIAL REGISTRATION NUMBER: NCT06134518.

Indexed as

Clinical CompetenceMidwiferyAdultFemaleHealth Knowledge, Attitudes, PracticeHumansIndonesiaPregnancyProgram EvaluationSurveys and QuestionnairesHealth EducationHealth policyHealth Services

Identifiers

PMID41469067
PMCPMC12750759

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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.