Association of Ambient Temperature with Mortality in Resident and Multiethnic Transient Populations in a Desert Climate, 2006-2014.
Journal
Environmental health perspectives
ISSN: 1552-9924
Titre abrégé: Environ Health Perspect
Pays: United States
ID NLM: 0330411
Informations de publication
Date de publication:
04 2023
04 2023
Historique:
medline:
7
4
2023
entrez:
5
4
2023
pubmed:
6
4
2023
Statut:
ppublish
Résumé
Although the association between ambient temperature and mortality in local populations is evident, this relationship remains unclear in transient populations (e.g., due to immigration, mass gatherings, or displacement). The holy city of Mecca annually shelters two populations comprising its residents and the transitory Hajj pilgrims ( We aimed to characterize the ambient temperature-mortality relationship and burden for the Mecca resident and Hajj transient populations, which have distinct levels of adaptation to ambient temperature. We analyzed daily air temperature and mortality data for Mecca residents and pilgrims over nine Hajj seasons between 2006 and 2014, using a fitted standard time-series Poisson model. We characterized the temperature-mortality relationship with a distributed lag nonlinear model with 10 d of lag. We determined the minimum mortality temperature (MMT) and attributable deaths for heat and cold for the two populations. The median average daily temperature during the Hajj seasons was 30°C (19°C-37°C). There were 8,543 and 10,457 nonaccidental deaths reported during the study period among Mecca residents and pilgrims, respectively. The MMT was 2.5°C lower for pilgrims in comparison with the MMT for Mecca residents (23.5°C vs. 26.0°C). The temperature-mortality relationship shape varied from inverted J to U shape for the Mecca and pilgrim populations, respectively. Neither hot nor cold temperatures had a statistically significant association with mortality in Mecca residents. In contrast, for pilgrims, elevated temperatures were associated with significantly high attributable mortality of 70.8% [95% confidence interval (CI): 62.8, 76.0]. The effect of heat on pilgrims was immediate and sustained. Our findings indicate that pilgrims and Mecca residents exposed to the same hot environmental conditions exhibited distinct health outcomes. This conclusion suggests that a precision public health approach may be warranted to protect against high environmental temperature during mass gatherings of diverse populations. https://doi.org/10.1289/EHP9838.
Sections du résumé
BACKGROUND
Although the association between ambient temperature and mortality in local populations is evident, this relationship remains unclear in transient populations (e.g., due to immigration, mass gatherings, or displacement). The holy city of Mecca annually shelters two populations comprising its residents and the transitory Hajj pilgrims (
OBJECTIVES
We aimed to characterize the ambient temperature-mortality relationship and burden for the Mecca resident and Hajj transient populations, which have distinct levels of adaptation to ambient temperature.
METHODS
We analyzed daily air temperature and mortality data for Mecca residents and pilgrims over nine Hajj seasons between 2006 and 2014, using a fitted standard time-series Poisson model. We characterized the temperature-mortality relationship with a distributed lag nonlinear model with 10 d of lag. We determined the minimum mortality temperature (MMT) and attributable deaths for heat and cold for the two populations.
RESULTS
The median average daily temperature during the Hajj seasons was 30°C (19°C-37°C). There were 8,543 and 10,457 nonaccidental deaths reported during the study period among Mecca residents and pilgrims, respectively. The MMT was 2.5°C lower for pilgrims in comparison with the MMT for Mecca residents (23.5°C vs. 26.0°C). The temperature-mortality relationship shape varied from inverted J to U shape for the Mecca and pilgrim populations, respectively. Neither hot nor cold temperatures had a statistically significant association with mortality in Mecca residents. In contrast, for pilgrims, elevated temperatures were associated with significantly high attributable mortality of 70.8% [95% confidence interval (CI): 62.8, 76.0]. The effect of heat on pilgrims was immediate and sustained.
DISCUSSION
Our findings indicate that pilgrims and Mecca residents exposed to the same hot environmental conditions exhibited distinct health outcomes. This conclusion suggests that a precision public health approach may be warranted to protect against high environmental temperature during mass gatherings of diverse populations. https://doi.org/10.1289/EHP9838.
Identifiants
pubmed: 37018010
doi: 10.1289/EHP9838
pmc: PMC10075304
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
47004Références
Compr Physiol. 2015 Apr;5(2):611-47
pubmed: 25880507
J Stat Softw. 2011 Jul;43(8):1-20
pubmed: 22003319
Lancet. 2015 Jul 25;386(9991):369-75
pubmed: 26003380
PeerJ. 2017 Aug 4;5:e3574
pubmed: 28791197
Int J Biometeorol. 2019 Aug;63(8):1099-1115
pubmed: 31011886
Epidemiology. 2014 Nov;25(6):781-9
pubmed: 25166878
Nat Commun. 2019 Oct 11;10(1):4640
pubmed: 31604931
BMC Med Res Methodol. 2014 Apr 23;14:55
pubmed: 24758509
Epidemiology. 2017 Jan;28(1):72-76
pubmed: 27748681
Sci Total Environ. 2020 Aug 25;732:139289
pubmed: 32438154
BMJ. 2018 Oct 31;363:k4306
pubmed: 30381293
BMJ. 2000 Sep 16;321(7262):670-3
pubmed: 10987770
Natl Health Stat Report. 2014 Jul 30;(76):1-15
pubmed: 25073563
Glob Health Action. 2016 Jan 13;9:28738
pubmed: 26781954
N Engl J Med. 2002 Jun 20;346(25):1978-88
pubmed: 12075060
Epidemiology. 2005 Sep;16(5):613-20
pubmed: 16135936
Lancet Planet Health. 2017 Dec;1(9):e360-e367
pubmed: 29276803
Environ Health. 2016 Mar 08;15 Suppl 1:33
pubmed: 26961541
Int J Environ Res Public Health. 2017 Nov 14;14(11):
pubmed: 29135955
Rev Environ Health. 2021 Oct 30;38(1):33-43
pubmed: 34714988
Nat Clim Chang. 2021 Jun;11(6):492-500
pubmed: 34221128
Epidemiology. 2001 Nov;12(6):662-7
pubmed: 11679794
BMJ Open. 2017 May 2;7(4):e014741
pubmed: 28465307
Environ Health Perspect. 2017 Aug 10;125(8):087006
pubmed: 28886602
J Travel Med. 2019 Oct 14;26(7):
pubmed: 31518432
Sci Total Environ. 2011 Aug 15;409(18):3274-80
pubmed: 21683987
Int J Environ Res Public Health. 2021 Jan 28;18(3):
pubmed: 33525524