Evidence map›Paper›PMID 42172286›Full record

ArticlePLOS global public health2026

Development of an effective illness severity measure and assessment of the impact of perceived illness severity on formal careseeking for fatal illnesses of neonates and infants in six sub-Saharan Africa countries and Pakistan.

Henry D Kalter, Jamie Perin, Zulfiqar A Bhutta, Inuwa B Jalingo, Paul R Libite, Abdou Maina, Tiope Mleme, Mlemba A Kamwe, Ivalda Macicame, Robert E Black

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Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Henry D KalterInstitute for International Programs, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0002-4165-2393
Jamie PerinInstitute for International Programs, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0002-5482-6620
Zulfiqar A BhuttaInstitute for Global Health & Development, Aga Khan University, Karachi, Pakistan.
Inuwa B JalingoCensus Department, National Population Commission, Abuja, Nigeria.ORCID https://orcid.org/0009-0002-3207-8649
Paul R LibiteInstitut National de la Statistique, Yaoundé, Cameroun.
Abdou MainaInstitut National de la Statistique, Niamey, Niger.
Tiope MlemeNational Statistical Office, Zomba, Malawi.ORCID https://orcid.org/0009-0004-4295-6622
Mlemba A KamweNational Bureau of Statistics, Dodoma, United Republic of Tanzania.
Ivalda MacicameInstituto Nacional de Saúde, Maputo, Moçambique.
Robert E BlackInstitute for International Programs, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Early careseeking for sick children can make the difference between life and death. Verbal autopsy (VA) studies of the cause of death typically ask about severe symptoms such as seizures and possibly mild or moderate symptoms such as rash, but without examining the relationship between caregivers' perception of illness severity and appropriate careseeking. Verbal and social autopsy (VASA) is a newer method that builds on VA by also examining social factors related to death. From seven VASA studies conducted in Africa and Asia we developed a 2-sign method based on activity level and feeding behavior and a multiple sign method of identifying mild, moderate and severe illness of neonates and 1-11-month-olds. We then examined the relationship of caregivers' perception of their child's condition at illness onset and several covariates to seeking formal health care during the fatal illness. The 2-sign and multiple sign methods effectively distinguished mild, moderate, and severe illnesses, respectively, of neonates and 1-11-month-olds. Careseeking was almost uniformly decreased for severely ill neonates (8.4%-41.8% vs mild: 15.0%-66.7% and moderate: 30.5%-68.5%, p = 0.12- < 0.001), but multivariate analysis revealed that older age in all six African countries (AOR 1.11 [95% CI 1.02, 1.21], p = 0.02 to 1.10 [1.04, 1.16], p < 0.001) and moderate illness in three (4.83 [1.06, 21.96], p = 0.04 to 4.35 [1.59, 11.93], p = 0.005) were associated with careseeking, while severe illness was no longer significant. Similar to neonates, older age in three of five countries (1.26 [1.01, 1.58], p = 0.046 to 1.10 [1.03, 1.16], p = 0.003) and moderate illness in one (2.24 [1.17, 4.30], p = 0.016) were drivers of careseeking for 1-11-month-olds. Careseeking was increased in some countries for infectious illnesses but not for intrapartum- or prematurity-related conditions. Child mortality studies should assess severity level and caregivers' response at various illness stages. Because older infants have more specific illness signs, the 2-sign method should be used only for neonates. Behavior change messages encouraging careseeking for moderate illness signs should be developed. The 2-sign method can serve as a practical tool for this purpose for illnesses of neonates. Effective interventions may require overcoming local barriers to careseeking and bringing delivery and newborn care closer to communities to prevent and treat early onset neonatal illnesses.

Identifiers

PMID42172286
PMCPMC13197068

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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.