Evidence map›Paper›PMID 30309799›Full record

SynthesisThe Lancet. Global health2018

Effectiveness of strategies to improve health-care provider practices in low-income and middle-income countries: a systematic review.

Alexander K Rowe, Samantha Y Rowe, David H Peters, Kathleen A Holloway, John Chalker, Dennis Ross-Degnan

Open access · goldAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
291citing papers in PubMed, 14 pooled it
80.9field-weighted citation impact, top 1% of its field
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

291 citing papers in PubMed, 14 syntheses or guidelines pooled it, 483 citations in OpenAlex.

  1. A systematic review of causal pathways of socioeconomic inequalities in stroke.International journal of stroke : official journal of the International Stroke Society · 2026
    Pooled it
  2. Pooled it
  3. 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 · 2025
    Pooled it
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Pooled it
  8. Pooled it
  9. Pooled it
  10. Pooled it
  11. Pooled it
  12. Pooled it
  13. Pooled it
  14. Pooled it
  15. Trial
  16. Trial
  17. Trial
  18. Trial
  19. Trial
  20. Trial

231 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 at 6 institutions in 3 countries.

Alexander K RoweMalaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA. Electronic address: axr9@cdc.gov.
Samantha Y RoweMalaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA; CDC Foundation, Atlanta, GA, USA.
David H PetersDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Kathleen A HollowayWorld Health Organization, Southeast Asia Regional Office, New Delhi, India; International Institute of Health Management Research, Jaipur, India; Institute of Development Studies, University of Sussex, Brighton, UK.
John ChalkerPharmaceuticals & Health Technologies Group, Management Sciences for Health, Arlington, VA, USA.
Dennis Ross-DegnanHarvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA.
CDC Foundation · USCenter for Global Health · USHarvard University · USJohns Hopkins University · USManagement Sciences for Health · USUniversity of Sussex · GB

Funding

World Health Organization 001
6 · The paper itself

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

Developing CountriesHealth PersonnelHumansProgram EvaluationQuality Assurance, Health CareRandomized Controlled Trials as Topic

Identifiers

PMID30309799
PMCPMC6185992
OpenAlexW2894656887

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.