Evidence map›Paper›PMID 34257091›Full record

SynthesisBMJ open2021

Effectiveness of spatially targeted interventions for control of HIV, tuberculosis, leprosy and malaria: a systematic review.

McEwen Khundi, James R Carpenter, Marriott Nliwasa, Ted Cohen, Elizabeth L Corbett, Peter MacPherson

Open access · goldAbstract readSystematic Review
In one paragraph

Synthesis in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
7.7field-weighted citation impact, top 2% 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

22 citing papers in PubMed, 29 citations in OpenAlex.

  1. Genomic epidemiology ofMicrobial genomics · 2026
    Article
  2. Article
  3. Article
  4. Observational
  5. Effect of Socioeconomic Strata and Land Cover on Dengue Hotspots in Medellin, Colombia.The American journal of tropical medicine and hygiene · 2025
    Article
  6. Article
  7. Article
  8. Review
  9. Who Transmits Tuberculosis to Whom: A Cross-Sectional Analysis of a Cohort Study in Lima, Peru.American journal of respiratory and critical care medicine · 2024
    Article
  10. Article
  11. Review
  12. Article
  13. Observational
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Spatial scale of tuberculosis transmission in Lima, Peru.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
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 4 institutions in 3 countries.

McEwen KhundiPublic Health, Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi mcewenkhundi@gmail.com.ORCID 0000-0003-2718-7576
James R CarpenterMedical Statistics, London School of Hygiene and Tropical Medicine, London, UK.ORCID 0000-0003-3890-6206
Marriott NliwasaHelse Nord Tuberculosis Initiative, University of Malawi College of Medicine, Blantyre, Malawi.ORCID 0000-0002-3100-5512
Ted CohenSchool of Public Health, Yale University, New Haven, Connecticut, USA.ORCID 0000-0002-8091-7198
Elizabeth L CorbettPublic Health, Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi.ORCID 0000-0002-3552-3181
Peter MacPhersonPublic Health, Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi.ORCID 0000-0002-0329-9613
University of Liverpool · GBLondon School of Hygiene & Tropical Medicine · GBUniversity of Malawi · MWYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Integrating genomic and spatial approaches for targeted control of HIV-associated tuberculosis epidemicsR01AI147854 · NIAID · YALE UNIVERSITY · PI COHEN, THEODORE H, SALOMON, JOSHUA A · 2020 to 2023
$3.1M
Medical Research Council MC_UU_00004/06Medical Research Council MC_UU_00004/07NCATS NIH HHS UL1 TR001863NIAID NIH HHS R01 AI147854Wellcome Trust 200901/Z/16/ZWellcome Trust 206575Wellcome Trust 206575/Z/17/ZWellcome Trust WT200901/Z/16/Z
6 · The paper itself

Abstract

backgroundAs infectious diseases approach global elimination targets, spatial targeting is increasingly important to identify community hotspots of transmission and effectively target interventions. We aimed to synthesise relevant evidence to define best practice approaches and identify policy and research gaps.

objectiveTo systematically appraise evidence for the effectiveness of spatially targeted community public health interventions for HIV, tuberculosis (TB), leprosy and malaria.

designSystematic review. DATA SOURCES: We searched Medline, Embase, Global Health, Web of Science and Cochrane Database of Systematic Reviews between 1 January 1993 and 22 March 2021. STUDY SELECTION: The studies had to include HIV or TB or leprosy or malaria and spatial hotspot definition, and community interventions. DATA EXTRACTION AND SYNTHESIS: A data extraction tool was used. For each study, we summarised approaches to identifying hotpots, intervention design and effectiveness of the intervention.

resultsTen studies, including one cluster randomised trial and nine with alternative designs (before-after, comparator area), satisfied our inclusion criteria. Spatially targeted interventions for HIV (one USA study), TB (three USA) and leprosy (two Brazil, one Federated States of Micronesia) each used household location and disease density to define hotspots followed by community-based screening. Malaria studies (one each from India, Indonesia and Kenya) used household location and disease density for hotspot identification followed by complex interventions typically combining community screening, larviciding of stagnant water bodies, indoor residual spraying and mass drug administration. Evidence of effect was mixed.

conclusionsStudies investigating spatially targeted interventions were few in number, and mostly underpowered or otherwise limited methodologically, affecting interpretation of intervention impact. Applying advanced epidemiological methodologies supporting more robust hotspot identification and larger or more intensive interventions would strengthen the evidence-base for this increasingly important approach. PROSPERO REGISTRATION NUMBER: CRD42019130133.

Indexed as

HIV InfectionsLeprosyMalariaTuberculosisBrazilHumansIndiaIndonesiaKenyaepidemiologyHIV & AIDSinfection controlinfectious diseasespublic healthtuberculosis

Identifiers

PMID34257091
PMCPMC8278879
OpenAlexW3178782088

What OpenQuestion 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 OpenQuestion graph.