Evidence map›Paper›PMID 34201085›Full record

ArticleInternational journal of environmental research and public health2021

Lagged Association between Climate Variables and Hospital Admissions for Pneumonia in South Africa.

Hugo Pedder, Thandi Kapwata, Guy Howard, Rajen N Naidoo, Zamantimande Kunene, Richard W Morris, Angela Mathee, Caradee Y Wright

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.2field-weighted citation impact, top 25% 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

11 citing papers in PubMed, 18 citations in OpenAlex.

  1. Article
  2. Article
  3. Observational
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Health Risks of Temperature Variability on Hospital Admissions in Cape Town, 2011-2016.International journal of environmental research and public health · 2023
    Article
  11. 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 at 3 institutions in 2 countries.

Hugo PedderPopulation Health Sciences, University of Bristol, Canynge Hall, Bristol BS8 2PN, UK.ORCID 0000-0002-7813-3749
Thandi KapwataEnvironment and Health Research Unit, South African Medical Research Council, Johannesburg 2028, South Africa.
Guy HowardSchool of Civil, Aerospace and Mechanical Engineering, University Walk, Bristol BS8 1TR, UK.ORCID 0000-0002-1848-9807
Rajen N NaidooDiscipline of Occupational and Environmental Health, University of KwaZulu-Natal, Durban 4001, South Africa.ORCID 0000-0002-2318-4004
Zamantimande KuneneEnvironment and Health Research Unit, South African Medical Research Council, Johannesburg 2028, South Africa.
Richard W MorrisPopulation Health Sciences, University of Bristol, Canynge Hall, Bristol BS8 2PN, UK.ORCID 0000-0001-7240-4563
Angela MatheeEnvironment and Health Research Unit, South African Medical Research Council, Johannesburg 2028, South Africa.ORCID 0000-0002-0060-829X
Caradee Y WrightEnvironment and Health Research Unit, South African Medical Research Council, Pretoria 0084, South Africa.ORCID 0000-0001-9608-818X
South African Medical Research Council · ZAUniversity of Bristol · GBUniversity of KwaZulu-Natal · ZA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pneumonia is a leading cause of hospitalization in South Africa. Climate change could potentially affect its incidence via changes in meteorological conditions. We investigated the delayed effects of temperature and relative humidity on pneumonia hospital admissions at two large public hospitals in Limpopo province, South Africa. Using 4062 pneumonia hospital admission records from 2007 to 2015, a time-varying distributed lag non-linear model was used to estimate temperature-lag and relative humidity-lag pneumonia relationships. Mean temperature, relative humidity and diurnal temperature range were all significantly associated with pneumonia admissions. Cumulatively across the 21-day period, higher mean daily temperature (30 °C relative to 21 °C) was most strongly associated with a decreased rate of hospital admissions (relative rate ratios (RR): 0.34, 95% confidence interval (CI): 0.14-0.82), whereas results were suggestive of lower mean daily temperature (12 °C relative to 21 °C) being associated with an increased rate of admissions (RR: 1.27, 95%CI: 0.75-2.16). Higher relative humidity (>80%) was associated with fewer hospital admissions while low relative humidity (<30%) was associated with increased admissions. A proportion of pneumonia admissions were attributable to changes in meteorological variables, and our results indicate that even small shifts in their distributions (e.g., due to climate change) could lead to substantial changes in their burden. These findings can inform a better understanding of the health implications of climate change and the burden of hospital admissions for pneumonia now and in the future.

Indexed as

HospitalizationPneumoniaHospitalsHumansSouth AfricaTemperatureclimate changedistributed non-linear lag modelenvironmental healthmeteorologypneumoniapublic healthrespiratory diseaseSouth Africa

Identifiers

PMID34201085
PMCPMC8228646
OpenAlexW3166728057

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.