Evidence map›Paper›PMID 41788519›Full record

ArticleFrontiers in public health2026

Distributional dynamics of child mortality in Africa: quantile evidence from economic, environmental, and demographic transitions.

Mohammad Ridwan, Jeremy Ko, Zulfiquar Ali Antor, Hossein Ali Fakher, Afsana Akther, Chun Kai Leung, Arsene Mouongue Kelly, Wai Kit Ming

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Mohammad RidwanDepartment of Economics, Noakhali Science and Technology University, Noakhali, Bangladesh.
Jeremy KoCenter for Comparative and International Studies, ETH, Zurich, Zurich, Switzerland.
Zulfiquar Ali AntorDepartment of Economics, Noakhali Science and Technology University, Noakhali, Bangladesh.
Hossein Ali FakherDepartment of Business Management, Ayandegan Institute of Higher Education, Tonekabon, Iran.
Afsana AktherDepartment of Economics, Noakhali Science and Technology University, Noakhali, Bangladesh.
Chun Kai LeungGlobal Society and Sustainability Lab., The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, China.
Arsene Mouongue KellyDschang School of Economics and Management, University of Dschang, Dschang, Cameroon.
Wai Kit MingDepartment of Infectious Diseases and Public Health, City University of Hong Kong, Kowloon, Hong Kong SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Child mortality remains one of Africa's most persistent development challenges, undermining progress toward Sustainable Development Goal (SDG) 3.2, while its economic, environmental, and demographic correlates also intersect with SDGs 1, 2, 11, and 13. Although previous studies have examined mortality trends, limited attention has been devoted to understanding how economic growth, air pollution, health expenditure, urbanization, and fertility interact asymmetrically across the mortality distribution, a gap that restricts policy from targeting vulnerability where it is most pronounced. In an attempt to fill this gap and provide actionable solutions, the present study investigates the distributional dynamics of child mortality in 53 African countries from 2000 to 2024 using the method-of-moments quantile regression framework adjusted for cross-sectional dependence and slope heterogeneity and supported by Driscoll-Kraay and system-GMM estimators for robustness. The findings show that economic growth, higher public health spending, and urbanization are strongly associated with reductions in under-five deaths, particularly in high-mortality countries, whereas air pollution and fertility significantly increase mortality, with fertility emerging as the dominant risk factor. These results underscore the heterogeneous nature of mortality drivers across levels of vulnerability, highlighting that effective intervention requires tailored and multidimensional strategies. The study provides evidence-based policy recommendations to support targeted reforms that accelerate child survival and sustainable development across Africa.

Indexed as

Child MortalityEconomic DevelopmentAfricaAir PollutionChild, PreschoolCross-Sectional StudiesHealth ExpendituresHumansInfantSocioeconomic FactorsSustainable DevelopmentUrbanizationAfricaair pollutionchild mortalityfertility ratehealth expendituresustainable development

Identifiers

PMID41788519
PMCPMC12957164

What OpenQuestion holds

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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.