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Oberai M, Xu Z, Bach A, Forbes C, Jackman E, O'Connor F, Ennever I, Binnewies S, Baker S, Rutherford S. A digital heat early warning system for older adults. NPJ Digit Med 2025; 8:114. [PMID: 39972034 PMCID: PMC11840092 DOI: 10.1038/s41746-025-01505-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 02/06/2025] [Indexed: 02/21/2025] Open
Abstract
Extreme heat events lead to considerable health burden and are becoming more severe and frequent, calling for the development of effective population-based and individualised heat early warning systems. We developed an individualised heat early warning system and tested it in 78 older adults' ( ≥ 65 years) homes in Southeast Queensland, Australia. Quantitative and qualitative data from this proof-of-concept testing study showed that the Ethos system performed well on a standard usability scale (mean score of 78 on the System Usability Scale). Following a summer-time use of this early warning system, there were increases in heat preparedness (P < 0.001, marginal homogeneity tests) but no significant increases in heat health risk perception or the uptake of low-cost cooling measures (e.g., hand/forearm bath, fans). This proof-of-concept research demonstrated the usability of this tailored, actionable, real-time digital heat early warning system, although the effectiveness of the system remains to be evaluated in a robust trial design.
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Affiliation(s)
- Mehak Oberai
- School of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia
| | - Zhiwei Xu
- School of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia
- Cities Research Institute, Griffith University, Gold Coast, Queensland, Australia
| | - Aaron Bach
- Cities Research Institute, Griffith University, Gold Coast, Queensland, Australia
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Queensland, Australia
| | - Connor Forbes
- School of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia
| | - Ella Jackman
- School of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia
- Cities Research Institute, Griffith University, Gold Coast, Queensland, Australia
| | - Fergus O'Connor
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Queensland, Australia
| | - Isabella Ennever
- School of Pharmacy and Medicine, Griffith University, Gold Coast, Queensland, Australia
| | - Sebastian Binnewies
- School of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia
| | - Steven Baker
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Queensland, Australia
| | - Shannon Rutherford
- School of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.
- Cities Research Institute, Griffith University, Gold Coast, Queensland, Australia.
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Yang M, Gong S. Geographical characteristics and influencing factors of the health level of older adults in the Yangtze River Economic Belt, China, from 2010 to 2020. PLoS One 2024; 19:e0308003. [PMID: 39269975 PMCID: PMC11398639 DOI: 10.1371/journal.pone.0308003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 07/15/2024] [Indexed: 09/15/2024] Open
Abstract
The health of older adults is crucial for the overall health of the entire life cycle. Based on population sampling survey data and census data from 131 prefecture level units in the Yangtze River Economic Belt (YREB) during 2010-2020, this study used exploratory spatial data analysis, geographical detector, stepwise regression analysis, and GTWR model to analyze the spatiotemporal pattern and influencing factors of the health level of older adults in the YREB. The results show that the health level of older adults in the YREB slightly increased from 2010 to 2020, with the most significant improvement in the upstream region and the most significant decline in the midstream region. The older adults' health level in the YREB displays a gradient decreasing pattern of the downstream, midstream, and upstream regions. The health level of older adults in the YREB is influenced by a combination of natural and social environment factors. Areas with lower altitude and moderate humidity climates are more conducive to the health of older adults. The increase in influencing factors such as population migration rate, per capita GDP, average years of education, per capita housing construction area, per capita park green area, and green coverage rate in built-up areas is conducive to improving the health level of older adults, while lower number of health institutions per 1,000 people and higher household support rate are not conducive to improving the health level of older adults. In addition, over time, the health-promoting effect of natural environmental factors is enhanced from 2010 to 2020, and the influence of annual precipitation on shaping the spatial pattern of older adults' health level became more obvious. Although the promoting effect of population migration on the health level of older adults tends to weaken, it remains the primary factor affecting the spatiotemporal differentiation of older adults' health level in the YREB. The impact of social development on the health level of older adults has changed from a positive health effect (improvement) to a negative health effect (loss). The health-promoting effect of living environment factors is enhanced. The health-inhibitory effect of household support rate increased, and showed a gradient decreasing pattern from downstream to midstream to upstream. The findings of this study can provide a more in-depth understanding of the spatiotemporal pattern of the health level of older adults in the YREB and the factors influencing it, improve the health level of older adults in the region, and promote the development of healthy and active aging in the YREB, and improve the human health. At the same time, this study also supplements the related research on aging and the health level of the elderly. Firstly, it can provide reference for the research on the health of old adults in other countries and regions around the world. Secondly, it can also provide a basis for research on aging and the health of old adults in cities and counties under YREB.
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Affiliation(s)
- Mengmeng Yang
- College of Urban and Environmental Sciences, Central China Normal University, Wuhan, China
| | - Shengsheng Gong
- College of Urban and Environmental Sciences, Central China Normal University, Wuhan, China
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Janssen H, Ford K, Gascoyne B, Hill R, Roberts M, Bellis MA, Azam S. Cold indoor temperatures and their association with health and well-being: a systematic literature review. Public Health 2023; 224:185-194. [PMID: 37820536 DOI: 10.1016/j.puhe.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/18/2023] [Accepted: 09/07/2023] [Indexed: 10/13/2023]
Abstract
OBJECTIVE The study aimed to identify, appraise and update evidence on the association between cold temperatures (i.e. <18°C) within homes (i.e. dwellings) and health and well-being outcomes. STUDY DESIGN This study was a systematic review. METHODS Seven databases (MEDLINE, Embase, Cochrane Database of Systematic Reviews, CINAHL, APA PsycInfo, Applied Social Sciences Index and Abstracts, Coronavirus Research Database) were searched for studies published between 2014 and 2022, which explored the association between cold indoor temperatures and health and well-being outcomes. Studies were limited to those conducted in temperate and colder climates due to the increased risk of morbidity and mortality during winter in those climatic zones. Studies were independently quality assessed using the Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies. RESULTS Of 1209 studies, 20 were included for review. Study outcomes included cardiovascular (blood pressure, electrocardiogram abnormalities, blood platelet count), respiratory (chronic obstructive pulmonary disease symptoms, respiratory viral infection), sleep, physical performance and general health. Seventeen studies found exposure to cold indoor temperatures was associated with negative effects on health outcomes studied. Older individuals and those with chronic health problems were found to be more vulnerable to negative health outcomes. CONCLUSION Evidence suggests that indoor temperatures <18°C are associated with negative health effects. However, the evidence is insufficient to allow clear conclusions regarding outcomes from specific temperature thresholds for different population groups. Significant gaps in the current evidence base are identified, including research on the impacts of cold indoor temperatures on mental health and well-being, studies involving young children, and the long-term health effects of cold indoor temperatures.
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Affiliation(s)
- H Janssen
- World Health Organization Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, LL13 7YP, UK.
| | - K Ford
- College of Human Sciences, Bangor University, Wrexham, LL13 7YP, UK
| | - B Gascoyne
- London Metropolitan University, London, N7 8DB, UK
| | - R Hill
- World Health Organization Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Cardiff, CF10 4BZ, UK
| | - M Roberts
- World Health Organization Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Cardiff, CF10 4BZ, UK
| | - M A Bellis
- World Health Organization Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Wrexham, LL13 7YP, UK; Faculty of Health, Liverpool John Moores University, L2 2ER, UK
| | - S Azam
- World Health Organization Collaborating Centre on Investment for Health and Well-being, Public Health Wales, Cardiff, CF10 4BZ, UK
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Milando CW, Black-Ingersoll F, Heidari L, López-Hernández I, de Lange J, Negassa A, McIntyre AM, Martinez MPB, Bongiovanni R, Levy JI, Kinney PL, Scammell MK, Fabian MP. Mixed methods assessment of personal heat exposure, sleep, physical activity, and heat adaptation strategies among urban residents in the Boston area, MA. BMC Public Health 2022; 22:2314. [PMID: 36496371 PMCID: PMC9739346 DOI: 10.1186/s12889-022-14692-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
The growing frequency, intensity, and duration of extreme heat events necessitates interventions to reduce heat exposures. Local opportunities for heat adaptation may be optimally identified through collection of both quantitative exposure metrics and qualitative data on perceptions of heat. In this study, we used mixed methods to characterize heat exposure among urban residents in the area of Boston, Massachusetts, US, in summer 2020. Repeated interviews of N = 24 study participants ascertained heat vulnerability and adaptation strategies. Participants also used low-cost sensors to collect temperature, location, sleep, and physical activity data. We saw significant differences across temperature metrics: median personal temperature exposures were 3.9 °C higher than median ambient weather station temperatures. Existing air conditioning (AC) units did not adequately control indoor temperatures to desired thermostat levels: even with AC use, indoor maximum temperatures increased by 0.24 °C per °C of maximum outdoor temperature. Sleep duration was not associated with indoor or outdoor temperature. On warmer days, we observed a range of changes in time-at-home, expected given our small study size. Interview results further indicated opportunities for heat adaptation interventions including AC upgrades, hydration education campaigns, and amelioration of energy costs during high heat periods. Our mixed methods design informs heat adaptation interventions tailored to the challenges faced by residents in the study area. The strength of our community-academic partnership was a large part of the success of the mixed methods approach.
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Affiliation(s)
- Chad W Milando
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA.
| | - Flannery Black-Ingersoll
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - Leila Heidari
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | | | - Julie de Lange
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - Abgel Negassa
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - Alina M McIntyre
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - M Pilar Botana Martinez
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | | | - Jonathan I Levy
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - Patrick L Kinney
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - Madeleine K Scammell
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
| | - M Patricia Fabian
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St, Boston, MA, 02118, USA
- Institute for Global Sustainability, Boston University, Boston, 02118, USA
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