ReviewHuman resources for health2013
Effective in-service training design and delivery: evidence from an integrative literature review.
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.
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.
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.
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
Who cites it
136 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Effectiveness of Obesity Management Education for Healthcare Professionals: A Rapid Review and Meta-Analysis.Clinical obesity · 2026Pooled it
- Effectiveness of non-technical skills training in intensive care units: a systematic review.BMC medical education · 2025Pooled it
- The effectiveness of training strategies to improve healthcare provider practices in low-income and middle-income countries.BMJ global health · 2021Pooled it
- A Systematic Review of the Characteristics and Efficacy of Recovery Training for Mental Health Staff: Implications for Supported Accommodation Services.Frontiers in psychiatry · 2021Pooled it
- The effects of interactive training of healthcare providers on the management of life-threatening emergencies in hospital.The Cochrane database of systematic reviews · 2019Pooled it
- Mental health training programmes for non-mental health trained professionals coming into contact with people with mental ill health: a systematic review of effectiveness.BMC psychiatry · 2017Pooled it
- Effects of the WHO Labour Care Guide on cesarean section in India: a pragmatic, stepped-wedge, cluster-randomized pilot trial.Nature medicine · 2024Trial
- Costs and Cost-Effectiveness of mCME Version 2.0: An SMS-Based Continuing Medical Education Program for HIV Clinicians in Vietnam.Global health, science and practice · 2022Trial
- Trial
- Developing and Evaluating a Continuous Education Program for Healthcare Assistants in Macao: A Cluster-Randomized Trial.International journal of environmental research and public health · 2021Trial
- Simulation-based low-dose, high-frequency plus mobile mentoring versus traditional group-based trainings among health workers on day of birth care in Nigeria; a cluster randomized controlled trial.BMC health services research · 2020Trial
- Effect of a cluster randomised team training intervention on adverse perinatal and maternal outcomes: a stepped wedge study.BJOG : an international journal of obstetrics and gynaecology · 2019Trial
- Simulation-based low-dose, high-frequency plus mobile mentoring versus traditional group-based training approaches on day of birth care among maternal and newborn healthcare providers in Ebonyi and Kogi States, Nigeria; a randomized controlled trial.BMC health services research · 2018Trial
- Accelerating newborn survival in Ghana through a low-dose, high-frequency health worker training approach: a cluster randomized trial.BMC pregnancy and childbirth · 2018Trial
- Comparing Different Partograph Designs for Use in Standard Labor Care: A Pilot Randomized Trial.Maternal and child health journal · 2018Trial
- Trial
- Incremental cost and cost-effectiveness of low-dose, high-frequency training in basic emergency obstetric and newborn care as compared to status quo: part of a cluster-randomized training intervention evaluation in Ghana.Globalization and health · 2017Trial
- Contribution of improved quality of early essential newborn care to neonatal mortality decline in Cambodia, 2010-2022: a retrospective observational study.BMJ open quality · 2026Observational
- Unpacking the black box of training effectiveness: a structural equation modelling analysis.Tropical medicine and health · 2026Article
- 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 · 2026Review
76 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
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.