SynthesisThe Lancet. Global health2018
Effectiveness of strategies to improve health-care provider practices in low-income and middle-income countries: a systematic review.
Synthesis in The Lancet. Global health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 291 papers, 14 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
291 citing papers in PubMed, 14 syntheses or guidelines pooled it, 483 citations in OpenAlex.
- A systematic review of causal pathways of socioeconomic inequalities in stroke.International journal of stroke : official journal of the International Stroke Society · 2026Pooled it
- Effective treatment coverage for sick young infants with possible serious bacterial infection when referral not feasible in low-and middle-income countries: systematic review and meta-analysis.BMC public health · 2025Pooled it
- Weight stigma in the preconception, pregnancy, and postpartum periods: A systematic review of women's perspectives.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- What is the relationship between hospital management practices and quality of care? A systematic review of the global evidence.Health policy and planning · 2025Pooled it
- Systematic review of the barriers and facilitators to the implementation of non-pneumatic antishock garments in low- and middle-income countries: lessons for global health.BMJ global health · 2025Pooled it
- How does the effectiveness of strategies to improve healthcare provider practices in low-income and middle-income countries change after implementation? Secondary analysis of a systematic review.BMJ quality & safety · 2022Pooled it
- Systematic review of performance-enhancing health worker supervision approaches in low- and middle-income countries.Human resources for health · 2022Pooled it
- The effectiveness of supervision strategies to improve health care provider practices in low- and middle-income countries: secondary analysis of a systematic review.Human resources for health · 2022Pooled it
- Community health workers at the dawn of a new era: 6. Recruitment, training, and continuing education.Health research policy and systems · 2021Pooled it
- Continuing education meetings and workshops: effects on professional practice and healthcare outcomes.The Cochrane database of systematic reviews · 2021Pooled it
- A realist systematic review of evidence from low- and middle-income countries of interventions to improve immunization data use.BMC health services research · 2021Pooled it
- Assessment of Studies of Quality Improvement Strategies to Enhance Outcomes in Patients With Cardiovascular Disease.JAMA network open · 2021Pooled it
- Interventions to improve district-level routine health data in low-income and middle-income countries: a systematic review.BMJ global health · 2021Pooled it
- Comparing the use of direct observation, standardized patients and exit interviews in low- and middle-income countries: a systematic review of methods of assessing quality of primary care.Health policy and planning · 2021Pooled it
- Cost-Effectiveness of a Blended Learning Training Approach for Health Care Workers Conducting HIV Index Case Testing in Malawi: Secondary Economic Analysis of a Cluster-Randomized Controlled Trial.JMIR medical education · 2026Trial
- Does a paper-based information system based on a human-centred design (PHISICC) reduce the time needed for reporting health data in Nigeria?BMC health services research · 2026Trial
- Effect of a digital training package on clinical outcomes in Malawi's index case testing programme: a cluster randomised controlled trial.BMJ global health · 2026Trial
- An innovative, digital approach to training district health care providers on essential newborn care skills: findings from a pilot cluster-randomised trial in Lao People's Democratic Republic.Journal of global health · 2025Trial
- Piloting Multiple Micronutrient Supplementation Within the Routine Antenatal Care System in Ethiopia: Insights From Stakeholders.Maternal & child nutrition · 2025Trial
- Supportive supervision visits in a large community hypertension programme in Nigeria: implementation methods and outcomes.BMJ open quality · 2025Trial
231 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 at 6 institutions in 3 countries.
Funding
Abstract
backgroundInadequate health-care provider performance is a major challenge to the delivery of high-quality health care in low-income and middle-income countries (LMICs). The Health Care Provider Performance Review (HCPPR) is a comprehensive systematic review of strategies to improve health-care provider performance in LMICs.
methodsFor this systematic review we searched 52 electronic databases for published studies and 58 document inventories for unpublished studies from the 1960s to 2016. Eligible study designs were controlled trials and interrupted time series. We only included strategy-versus-control group comparisons. We present results of improving health-care provider practice outcomes expressed as percentages (eg, percentage of patients treated correctly) or as continuous measures (eg, number of medicines prescribed per patient). Effect sizes were calculated as absolute percentage-point changes. The summary measure for each comparison was the median effect size (MES) for all primary outcomes. Strategy effectiveness was described with weighted medians of MES. This study is registered with PROSPERO, number CRD42016046154.
findingsWe screened 216 477 citations and selected 670 reports from 337 studies of 118 strategies. Most strategies had multiple intervention components. For professional health-care providers (generally, facility-based health workers), the effects were near zero for only implementing a technology-based strategy (median MES 1·0 percentage points, IQR -2·8 to 9·9) or only providing printed information for health-care providers (1·4 percentage points, -4·8 to 6·2). For percentage outcomes, training or supervision alone typically had moderate effects (10·3-15·9 percentage points), whereas combining training and supervision had somewhat larger effects than use of either strategy alone (18·0-18·8 percentage points). Group problem solving alone showed large improvements in percentage outcomes (28·0-37·5 percentage points), but, when the strategy definition was broadened to include group problem solving alone or other strategy components, moderate effects were more typical (12·1 percentage points). Several multifaceted strategies had large effects, but multifaceted strategies were not always more effective than simpler ones. For lay health-care providers (generally, community health workers), the effect of training alone was small (2·4 percentage points). Strategies with larger effect sizes included community support plus health-care provider training (8·2-125·0 percentage points). Contextual and methodological heterogeneity made comparisons difficult, and most strategies had low quality evidence.
interpretationThe impact of strategies to improve health-care provider practices varied substantially, although some approaches were more consistently effective than others. The breadth of the HCPPR makes its results valuable to decision makers for informing the selection of strategies to improve health-care provider practices in LMICs. These results also emphasise the need for researchers to use better methods to study the effectiveness of interventions.
fundingBill & Melinda Gates Foundation, CDC Foundation.
Indexed as
Identifiers
What Socratic 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 Socratic graph.