Evidence map›Paper›PMID 41646232›Full record

ArticleThe journal of climate change and health

Integration and use of climate data by the national health system in Mozambique.

Judite Pinto, Nelson Cossa, Mara Ferrari, Patricia S Coffey, Melanie Picolo, Tatiana Marrufo, Ana Paula Cardoso

Abstract read
In one paragraph

Article in The journal of climate change and health. 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. Performance of Road-Traffic-Based Exposure Proxies Against Personal PMmedRxiv : the preprint server for health sciences · 2026
    Article
  2. Article
  3. Article
  4. Review
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

7 authors.

Judite PintoPATH, Mozambique.
Nelson CossaIndependent Consultant, Mozambique.
Mara FerrariPATH, The Clubhouse, 8 St James's Square, London SW1Y 4JU, England, UK.
Patricia S CoffeyPATH, 2201 Westlake Avenue, Suite 200, Seattle, WA 98121 USA.
Melanie PicoloPATH, Mozambique.
Tatiana MarrufoNational Institute of Health-Ministry of Health, Mozambique.
Ana Paula CardosoMinistry of Health-Environmental Health Department, Mozambique.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Mozambique is increasingly affected by extreme weather events and associated infectious disease outbreaks, highlighting a significant gap in knowledge on use of data to better inform health system preparedness and response. Methods: In this qualitative study, we collected data from 29 key informants using customized semi-structured questionnaires. Data were then triangulated and analyzed using content and thematic methods. Results: The National Institute of Meteorology is primarily responsible for producing and supplying weather data to the national health system (NHS). NHS has access only to weather data, and there is no specific platform or system for integrating weather or climate data and health data. Other notable barriers to sharing and using climate data include poor geographical coverage of the meteorological network and lack of systematic records on the impact of extreme events. Facilitating factors include multiple policies that mention the link between climate change and health, and the existence of health data management platforms and an early warning system piloted by the National Institute of Health. Conclusion: Ongoing work to develop a health sector climate change adaptation plan and revitalize the Public Health Emergency Operations Center could be key to accelerating efforts to improve climate data use to inform infectious disease outbreak preparedness and response. Results from piloting of the early warning system could be used to advocate for climate data integration into the NHS to help in identifying the impact of climate change on health and designing effective plans to address climate-related infectious disease outbreaks.

Indexed as

Climate changeClimate dataEpidemic preparedness and responseHealth systemInfectious diseases

Identifiers

PMID41646232
PMCPMC12851358

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.