Evidence map›Paper›PMID 24083659›Full record

ReviewHuman resources for health2013

Effective in-service training design and delivery: evidence from an integrative literature review.

Julia Bluestone, Peter Johnson, Judith Fullerton, Catherine Carr, Jessica Alderman, James BonTempo

Registry-linked trialAbstract readReview
In one paragraph

Review in Human resources for health, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06085105 (Caring for Providers to Improve Patient Experience), which is not on this map. Cited by 136 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
136citing papers in PubMed, 6 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.

NCT06085105 nacompletednot on this mapstarted 2024, after this paper: background citation

Caring for Providers to Improve Patient Experience (CPIPE) Study: A Cluster Randomized-controlled Trial to Assess the Impact of the CPIPE Intervention on Person-centered Maternity Care

TypeinterventionalSponsorUniversity of California, San FranciscoRan2024 to 2026Enrolled6,379ConditionsStress, Psychological, Maternal Health, Healthcare Provider, Adverse OutcomesArmsCPIPE Training, Peer support groups, Mentorship, Leadership engagement, Embedded champions
3 · Its place in the literature

Who cites it

136 citing papers in PubMed, 6 syntheses or guidelines pooled it.

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  20. Igniting the spark in six countries to transform the trajectory of postpartum hemorrhage across the globe: An overview of the AMPLI-PPHI project.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Review

76 more citing papers are in PubMed but not listed here.

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

6 authors.

Julia BluestoneJhpiego Corporation, 1615 Thames Street, Baltimore, MD 21231, USA. julia.bluestone@jhpiego.org.
Peter Johnson
Judith Fullerton
Catherine Carr
Jessica Alderman
James BonTempo

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn-service training represents a significant financial investment for supporting continued competence of the health care workforce. An integrative review of the education and training literature was conducted to identify effective training approaches for health worker continuing professional education (CPE) and what evidence exists of outcomes derived from CPE.

methodsA literature review was conducted from multiple databases including PubMed, the Cochrane Library and Cumulative Index to Nursing and Allied Health Literature (CINAHL) between May and June 2011. The initial review of titles and abstracts produced 244 results. Articles selected for analysis after two quality reviews consisted of systematic reviews, randomized controlled trials (RCTs) and programme evaluations published in peer-reviewed journals from 2000 to 2011 in the English language. The articles analysed included 37 systematic reviews and 32 RCTs. The research questions focused on the evidence supporting educational techniques, frequency, setting and media used to deliver instruction for continuing health professional education.

resultsThe evidence suggests the use of multiple techniques that allow for interaction and enable learners to process and apply information. Case-based learning, clinical simulations, practice and feedback are identified as effective educational techniques. Didactic techniques that involve passive instruction, such as reading or lecture, have been found to have little or no impact on learning outcomes. Repetitive interventions, rather than single interventions, were shown to be superior for learning outcomes. Settings similar to the workplace improved skill acquisition and performance. Computer-based learning can be equally or more effective than live instruction and more cost efficient if effective techniques are used. Effective techniques can lead to improvements in knowledge and skill outcomes and clinical practice behaviours, but there is less evidence directly linking CPE to improved clinical outcomes. Very limited quality data are available from low- to middle-income countries.

conclusionsEducational techniques are critical to learning outcomes. Targeted, repetitive interventions can result in better learning outcomes. Setting should be selected to support relevant and realistic practice and increase efficiency. Media should be selected based on the potential to support effective educational techniques and efficiency of instruction. CPE can lead to improved learning outcomes if effective techniques are used. Limited data indicate that there may also be an effect on improving clinical practice behaviours. The research agenda calls for well-constructed evaluations of culturally appropriate combinations of technique, setting, frequency and media, developed for and tested among all levels of health workers in low- and middle-income countries.

Indexed as

Clinical CompetenceComputer SimulationEducation, Medical, ContinuingHealth PersonnelHumansInservice TrainingPatient SimulationTeaching

Identifiers

PMID24083659
PMCPMC3850724

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.