Evidence map›Paper›PMID 35897038›Full record

ArticlePopulation health metrics2022

Comparing two data collection methods to track vital events in maternal and child health via community health workers in rural Nepal.

Nandini Choudhury, Aparna Tiwari, Wan-Ju Wu, Ved Bhandari, Laxman Bhatta, Bhawana Bogati, David Citrin, Scott Halliday, Sonu Khadka, Nutan Marasini and 9 more

Abstract read
In one paragraph

Article in Population health metrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

19 authors.

Nandini Choudhury *Possible, New York, USA.ORCID 0000-0003-4127-1176
Aparna Tiwari *Possible, New York, USA. aparna.tiwari@possiblehealth.org.ORCID 0000-0003-2333-1833
Wan-Ju WuPossible, New York, USA.ORCID 0000-0002-5745-9344
Ved BhandariNyaya Health Nepal, Kathmandu, Nepal.ORCID 0000-0002-1356-5233
Laxman BhattaNyaya Health Nepal, Kathmandu, Nepal.ORCID 0000-0001-5488-6300
Bhawana BogatiNyaya Health Nepal, Kathmandu, Nepal.
David CitrinPossible, New York, USA.ORCID 0000-0002-3125-4471
Scott HallidayPossible, New York, USA.ORCID 0000-0003-1178-6937
Sonu KhadkaNyaya Health Nepal, Kathmandu, Nepal.
Nutan MarasiniNyaya Health Nepal, Kathmandu, Nepal.
Sachit PandeyNyaya Health Nepal, Kathmandu, Nepal.
Madeleine BallardIcahn School of Medicine at Mount Sinai, Arnhold Institute for Global Health, New York, NY, USA.ORCID 0000-0003-0107-4047
Hari Jung RayamaziNyaya Health Nepal, Kathmandu, Nepal.
Sabitri SapkotaPossible, Kathmandu, Nepal.
Ryan SchwarzPossible, New York, USA.ORCID 0000-0001-8486-8373
Lisa SullivanBoston University School of Public Health, Boston, MA, USA.ORCID 0000-0003-0726-7149
Duncan MaruPossible, New York, USA.
Aradhana ThapaPossible, New York, USA.ORCID 0000-0001-8352-6929
Sheela MaruPossible, New York, USA.ORCID 0000-0001-8217-3682

Funding

Integrating Pediatric Care Delivery in Rural Healthcare SystemsDP5OD019894 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI MARU, DUNCAN · 2014 to 2018
$1.8M
NIH HHS DP5 OD019894
6 · The paper itself

Abstract

backgroundTimely tracking of health outcomes is difficult in low- and middle-income countries without comprehensive vital registration systems. Community health workers (CHWs) are increasingly collecting vital events data while delivering routine care in low-resource settings. It is necessary, however, to assess whether routine programmatic data collected by CHWs are sufficiently reliable for timely monitoring and evaluation of health interventions. To study this, we assessed the consistency of vital events data recorded by CHWs using two methodologies-routine data collected while delivering an integrated maternal and child health intervention, and data from a birth history census approach at the same site in rural Nepal.

methodsWe linked individual records from routine programmatic data from June 2017 to May 2018 with those from census data, both collected by CHWs at the same site using a mobile platform. We categorized each vital event over a one-year period as 'recorded by both methods,' 'census alone,' or 'programmatic alone.' We further assessed whether vital events data recorded by both methods were classified consistently.

resultsFrom June 2017 to May 2018, we identified a total of 713 unique births collectively from the census (birth history) and programmatic maternal 'post-delivery' data. Three-fourths of these births (n = 526) were identified by both. There was high consistency in birth location classification among the 526 births identified by both methods. Upon including additional programmatic 'child registry' data, we identified 746 total births, of which 572 births were identified by both census and programmatic methods. Programmatic data (maternal 'post-delivery' and 'child registry' combined) captured more births than census data (723 vs. 595). Both methods consistently classified most infants as 'living,' while infant deaths and stillbirths were largely classified inconsistently or recorded by only one method. Programmatic data identified five infant deaths and five stillbirths not recorded in census data.

conclusionsOur findings suggest that data collected by CHWs from routinely tracking pregnancies, births, and deaths are promising for timely program monitoring and evaluation. Despite some limitations, programmatic data may be more sensitive in detecting vital events than cross-sectional census surveys asking women to recall these events.

Indexed as

Child HealthCommunity Health WorkersChildCross-Sectional StudiesFemaleHumansInfantInfant DeathNepalPregnancyRegistriesStillbirthCommunity health workersMaternal and child healthmHealthVital events

Identifiers

PMID35897038
PMCPMC9327361

What OpenQuestion holds

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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.