Evidence map›Paper›PMID 33727324›Full record

ArticleGlobal health, science and practice2021

Measuring Knowledge of Community Health Workers at the Last Mile in Liberia: Feasibility and Results of Clinical Vignette Assessments.

Jordan Downey, Anne H McKenna, Savior Flomo Mendin, Ami Waters, Nelson Dunbar, Lekilay G Tehmeh, Emily E White, Mark J Siedner, Raj Panjabi, John D Kraemer and 8 more

Open access · diamondAbstract read
In one paragraph

Article in Global health, science and practice, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.7field-weighted citation impact, top 11% 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

6 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Article
  3. Measuring health system responsiveness in a national community health worker primary care programme in rural Liberia.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2023
    Article
  4. Observational
  5. Article
  6. 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

18 authors at 6 institutions in 2 countries.

Jordan DowneyLast Mile Health, Boston, MA, USA. jmdowney@alum.mit.edu.
Anne H McKennaLast Mile Health, Boston, MA, USA.
Savior Flomo MendinLast Mile Health, Boston, MA, USA.
Ami WatersLast Mile Health, Boston, MA, USA.
Nelson DunbarLiberia Ministry of Health & Social Welfare, Monrovia, Liberia.
Lekilay G TehmehLiberia Ministry of Health & Social Welfare, Monrovia, Liberia.
Emily E WhiteLast Mile Health, Boston, MA, USA.
Mark J SiednerMassachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Raj PanjabiLast Mile Health, Boston, MA, USA.
John D KraemerGeorgetown University, Department of Health Systems Administration, Washington, DC, USA.
Avi KennyLast Mile Health, Boston, MA, USA.
E John LyLast Mile Health, Boston, MA, USA.
Jennifer BassLast Mile Health, Boston, MA, USA.
Kuang-Ning HuangLast Mile Health, Boston, MA, USA.
M Shoaib KhanLast Mile Health, Boston, MA, USA.
Nathan UchtmannLast Mile Health, Boston, MA, USA.
Anup AgarwalLast Mile Health, Boston, MA, USA.
Lisa R HirschhornLast Mile Health, Boston, MA, USA.
Ministry of Health and Social Welfare · LRUniversity of Washington · USBrigham and Women's Hospital · USGeorgetown University · USMassachusetts General Hospital · USNorthwestern University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionCommunity health workers (CHWs) can provide lifesaving treatment for children in remote areas, but high-quality care is essential for effective delivery. Measuring the quality of community-based care in remote areas is logistically challenging. Clinical vignettes have been validated in facility settings as a proxy for competency. We assessed feasibility and effectiveness of clinical vignettes to measure CHW knowledge of integrated community case management (iCCM) in Liberia's national CHW program.

methodsWe developed 3 vignettes to measure knowledge of iCCM illnesses (malaria, diarrhea, and pneumonia) in 4 main areas: assessment, diagnosis, treatment, and caregiver instructions. Trained nurse supervisors administered the vignettes to CHWs in 3 counties in rural Liberia as part of routine program supervision between January and May 2019, collected data on CHW knowledge using a standardized checklist tool, and provided feedback and coaching to CHWs in real time after vignette administration. Proportions of vignettes correctly managed, including illness classification, treatment, and referral where necessary, were calculated. We assessed feasibility, defined as the ability of clinical supervisors to administer the vignettes integrated into their routine activities once per year for each CHW, and effectiveness, defined as the ability of the vignettes to measure the primary outcomes of CHW knowledge of diagnosis and treatment including referrals.

resultsWe were able to integrate this assessment into routine supervision, facilitate real-time coaching, and collect data on iCCM knowledge among 155 CHWs through delivery of 465 vignettes. Diagnosis including severity was correct in 65%-82% of vignettes. CHWs correctly identified danger signs in 44%-50% of vignettes, correctly proposed referral to the facility in 63% of vignettes including danger signs, and chose correct lifesaving treatment in 23%-65% of vignettes. Both diagnosis and lifesaving treatment rates were highest for malaria and lowest for severe pneumonia.

conclusionAdministration of vignettes to assess knowledge of correct iCCM case management was feasible and effective in producing results in this setting. Proportions of correct diagnosis and lifesaving treatment varied, with high proportions for uncomplicated disease, but lower for more severe cases, with accurate recognition of danger signs posing a challenge. Future work includes validation of vignettes for use with CHWs through direct observation, strengthening supportive supervision, and program interventions to address identified knowledge gaps.

Indexed as

Community Health ServicesCommunity Health WorkersCase ManagementChildFeasibility StudiesHumansLiberia

Identifiers

PMID33727324
PMCPMC7971375
OpenAlexW3138443583

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.