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Batra M, Erbas B. Extreme Weather, Vulnerable Populations, and Mental Health: The Timely Role of AI Interventions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:602. [PMID: 40283826 PMCID: PMC12026954 DOI: 10.3390/ijerph22040602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2025] [Revised: 04/02/2025] [Accepted: 04/08/2025] [Indexed: 04/29/2025]
Abstract
Environmental disasters are becoming increasingly frequent and severe, disproportionately impacting vulnerable populations who face compounded risks due to intersectional factors such as gender, socioeconomic status, rural residence, and cultural identity. These events exacerbate mental health challenges, including post-traumatic stress disorder (PTSD), anxiety, and depression, particularly in low- and middle-income countries (LMICs) and underserved areas of high-income countries (HICs). Addressing these disparities necessitates inclusive, culturally competent, intersectional, and cost-effective strategies. Artificial intelligence (AI) presents transformative potential for delivering scalable and culturally tailored mental health interventions that account for these vulnerabilities. This perspective highlights the importance of co-designing AI tools with at-risk populations, integrating these solutions into disaster management frameworks, and ensuring their sustainability through research, training, and policy support. By embedding mental health resilience into climate adaptation strategies, stakeholders can foster equitable recovery and reduce the long-term mental health burden of environmental disasters.
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Affiliation(s)
| | - Bircan Erbas
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, VIC 3086, Australia;
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2
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Zheng Y, Wu J, Du S, Sun W, He L. Unrevealing the coupling coordination degree between atmospheric CO 2 concentration and human activities from geospatial and temporal perspectives. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 942:173691. [PMID: 38844239 DOI: 10.1016/j.scitotenv.2024.173691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 05/04/2024] [Accepted: 05/30/2024] [Indexed: 06/11/2024]
Abstract
Anthropogenic activities exhibit intricate and significant relationships with atmospheric CO2 concentration. Dissecting the spatiotemporal patterns and potential drivers of their coupling coordination relationships from geospatial and temporal perspectives contributes to the benign coordinating development between the two. The coupling coordination degree (D) and types, and their potential influencing factors in China were explored using a coupling coordination model, emerging hotspot analysis, and Multiscale Geographically Weighted Regression model. Results revealed D was dominated by basic coordination in China with notable spatial disparities. Generally, D exhibited higher values in the eastern regions and lower values in the western regions divided by the Hu Line. Furthermore, Central and East China exhibited lower coordination degrees compared to other eastern regions. A total of 15 spatiotemporal dynamic patterns were identified across China. Hot spot patterns were concentrated in the eastern regions of the Hu Line, while cold spots were mainly observed in the western regions. The coupling coordination types exhibited a distinct pattern of "coordination in the east and incoherence in the west, divided by the Hu Line". Over time, there was a shift from lower-level to more benign coordinated types. Additionally, the D and coupling coordination types demonstrated significant spatial agglomeration characteristics, and intercity alliances and enhanced collaborations are essential for sustaining low-carbon improvements. The mechanisms and intensities of various factors on D exhibited spatiotemporal differences. The key drivers influencing coupling coordination types varied depending on the specific type. Additionally, the scales of these drivers affecting D changed over time. It is essential to consider natural and meteorological factors and their scaling effects when developing policies to enhance coupling coordination level. These results have significant implications for assessing the relationship between atmospheric CO2 and human activities and provide guidance for implementing effective low-carbon development policies.
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Affiliation(s)
- Yurong Zheng
- College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
| | - Jianfei Wu
- Information Center of Ministry of Natural Resources, Beijing 100036, China.
| | - Shouhang Du
- College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
| | - Wenbin Sun
- College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
| | - Liming He
- College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
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3
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Bukenya J, Kebede D, Mwambi H, Pate M, Adongo P, Berhane Y, Canavan CR, Chirwa T, Fawole OI, Guwatudde D, Jackson E, Madzorera I, Moshabela M, Oduola AMJ, Sunguya B, Sall A, Raji T, Fawzi W. The future of public health doctoral education in Africa: transforming higher education institutions to enhance research and practice. Lancet Public Health 2024; 9:e523-e532. [PMID: 38735302 PMCID: PMC11209668 DOI: 10.1016/s2468-2667(24)00056-2] [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: 09/16/2023] [Revised: 03/06/2024] [Accepted: 03/12/2024] [Indexed: 05/14/2024]
Abstract
The African Union and the Africa Centers for Disease Control and Prevention issued a Call to Action in 2022 for Africa's New Public Health Order that underscored the need for increased capacity in the public health workforce. Additional domestic and global investments in public health workforce development are central to achieving the aspirations of Agenda 2063 of the African Union, which aims to build and accelerate the implementation of continental frameworks for equitable, people-centred growth and development. Recognising the crucial role of higher education and research, we assessed the capabilities of public health doctoral training in schools and programmes of public health in Africa across three conceptual components: instructional, institutional, and external. Six inter-related and actionable recommendations were derived to advance doctoral training, research, and practice capacity within and between universities. These can be achieved through equitable partnerships between universities, research centres, and national, regional, and global public health institutions.
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Affiliation(s)
- Justine Bukenya
- School of Public Health, Makerere University, Kampala, Uganda.
| | - Derege Kebede
- School of Public Health, Addis Ababa University, Addis Ababa, Ethiopia
| | - Henry Mwambi
- School of Mathematics, Statistics, and Computer Science, Durban, South Africa
| | - Muhammed Pate
- Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Philip Adongo
- School of Public Health, University of Ghana, Accra, Ghana; Association of Schools of Public Health in Africa, Accra, Ghana
| | - Yemane Berhane
- Addis Continental Institute of Public Health, Addis Ababa, Ethiopia
| | - Chelsey R Canavan
- Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Tobias Chirwa
- School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Olufunmilayo I Fawole
- Faculty of Public Health, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - David Guwatudde
- School of Public Health, Makerere University, Kampala, Uganda
| | - Elizabeth Jackson
- Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Isabel Madzorera
- Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Mosa Moshabela
- Vice Chancellor's Office, University of KwaZulu-Natal, Durban, South Africa
| | - Ayoade M J Oduola
- University of Ibadan Research Foundation, University of Ibadan, Ibadan, Nigeria
| | - Bruno Sunguya
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Tajudeen Raji
- Africa Centers for Disease Control and Prevention, Addis Ababa, Ethiopia
| | - Wafaie Fawzi
- Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA.
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Olowoyo JO, Okoya AA, Adesiyan IM, Awe YT, Lion GN, Agboola OO, Oladeji OM. Environmental health science research: opportunities and challenges for some developing countries in Africa. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024:1-25. [PMID: 38909292 DOI: 10.1080/09603123.2024.2370388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 06/17/2024] [Indexed: 06/24/2024]
Abstract
Due to ongoing developmental projects, there is a need for regular monitoring of the impact of pollutants on the environment. This review documented the challenges and opportunities in the field of environmental health sciences in some African countries. A systematic review was used to investigate opportunities and challenges in the field of environmental health science in Africa by examining published work with a specific focus on Africa. The reports showed that funding and infrastructure as the major problems. The study also highlighted recruiting study participants, retention, and compensation as a bane in the field in Africa. The absence of modern equipment also hinders research. The review, however, noted research collaboration from the region including studies on emerging pollutants such as pharmaceuticals, per and polyfluoroalkyl substances (PFAS), and microplastic (MPs) as great opportunities. The study concluded that collaboration with other continents, exchange programs and improved governmental interventions may help.
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Affiliation(s)
- J O Olowoyo
- Department of Health Sciences and The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
- Department of Biology and Environmental Sciences, Sefako Makgatho Health Sciences, South Africa
| | - A A Okoya
- Institute of Ecology and Environmental Studies, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - I M Adesiyan
- Department of Environmental and Occupational Health, University of Medical Sciences, Ondo, Ondo State, Nigeria
| | - Y T Awe
- Environmental Management Program, Pan African University of Life and Earth Sciences, University of Ibadan, Oyo State, Nigeria
| | - G N Lion
- Department of Biology and Environmental Sciences, Sefako Makgatho Health Sciences, South Africa
| | - O O Agboola
- Department of Botany, University Lokoja, Kogi State, Nigeria
- Department of Biological Sciences, Federal University of Health Sciences Otukpo, Benue State, Nigeria
| | - O M Oladeji
- Department of Biology and Environmental Sciences, Sefako Makgatho Health Sciences, South Africa
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Culbreth RE, Nielsen KE, Mobley K, Palmier J, Bukuluki P, Swahn MH. Life Satisfaction Factors, Stress, and Depressive Symptoms among Young Women Living in Urban Kampala: Findings from the TOPOWA Project Pilot Studies. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:184. [PMID: 38397675 PMCID: PMC10887819 DOI: 10.3390/ijerph21020184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/19/2024] [Accepted: 01/31/2024] [Indexed: 02/25/2024]
Abstract
Young women living in Kampala, Uganda, often face adversities related to Social Determinants of Mental Health (SDoMH) including poverty, food scarcity, environmental stressors such as high levels of community violence, and lack of adequate healthcare access. Two consecutive pilot studies were conducted to assess the feasibility and acceptability of survey questions, wearable fitness trackers, and daily diaries before launching a larger prospective cohort study. Preliminary associations between SDoMH factors with depressive symptoms, stress levels, and life satisfaction were examined among the total sample of 60 women across two pilot studies. A total of 32.2% of respondents (out of n = 59) reported being depressed most or all of the time in the past 30 days. Frequent depressive symptoms correlated with food insecurity (χ2 = 5.38, df = 1, p = 0.02). Higher stress levels were significantly associated with lower overall life satisfaction scores (t = 2.74, df = 6.20, p = 0.03). Additionally, frequent depressive symptoms were associated with lower satisfaction scores in the living conditions and lifestyle domain (t = 2.22, df = 36.18, p = 0.03). However, overall life satisfaction scores and other domains (social relationships and personal independence) were not statistically associated with frequent depressive symptoms. Identifying the most impactful SDoMH factors among young women in Kampala can inform targeted approaches to improve mental health outcomes.
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Affiliation(s)
- Rachel E. Culbreth
- American College of Medical Toxicology, 10645 N. Tatum Blvd, Phoenix, AZ 85028, USA;
| | - Karen E. Nielsen
- School of Public Health, Georgia State University, 140 Decatur Street, Atlanta, GA 30303, USA;
| | - Kate Mobley
- School of Data Science and Analytics, College of Computing and Software Engineering, Kennesaw State University, Kennesaw, GA 30144, USA;
| | - Jane Palmier
- Wellstar College of Health and Human Services, Kennesaw State University, Kennesaw, GA 30144, USA;
| | - Paul Bukuluki
- School of Social Sciences, Makerere University, Kampala P.O. Box 7062, Uganda;
| | - Monica H. Swahn
- Wellstar College of Health and Human Services, Kennesaw State University, Kennesaw, GA 30144, USA;
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Chen X, He Q, Ye T, Liang Y, Li Y. Decoding spatiotemporal dynamics in atmospheric CO 2 in Chinese cities: Insights from satellite remote sensing and geographically and temporally weighted regression analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:167917. [PMID: 37866605 DOI: 10.1016/j.scitotenv.2023.167917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/25/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Abstract
Understanding the primary factors influencing atmospheric carbon dioxide (CO2) dynamics is essential for addressing global climate change. However, these factors' spatial and temporal impact is seldom considered in the extant literature. This study employs a geographically and temporally weighted regression (GTWR) to examine the magnitude and direction of the effects that human activities, ecological conditions, and meteorological parameters exert on atmospheric CO2 variations. This examination encompasses 356 Chinese cities, utilizing satellite-derived column-averaged dry air mole fraction of carbon dioxide (XCO2) data from 2010 to 2019. Our findings reveal that cities in eastern China predominantly exhibit higher atmospheric CO2 concentrations, with most average values exceeding 399.34 ppm. Conversely, western regions generally maintain levels below 398.98 ppm. Trend analyses show a consistent increase over the decade, with a rate of 2.25-2.54 ppm/yr, coupled with pronounced seasonal variations. Anthropogenic emissions are found to amplify atmospheric CO2 concentrations during springs (overall-averaged GTWR coefficient of 0.72 ppm), autumns (0.51 ppm), and winters (0.87 ppm), especially in western cities. Vegetative activities can effectively reduce atmospheric CO2 during summers nationwide (temporally-averaged GTWR coefficients of -5.67 ~ -0.41 ppm) and autumn in southern cities (-1.32-0.00 ppm). From a meteorological perspective, increased summer relative humidity (overall-averaged coefficient of 2.41 ppm) and precipitation (1.57 ppm) can intensify atmospheric CO2 in most Chinese Cities. At the same time, warmer winter temperatures (-0.63 ppm) can mitigate it. Wind speed generally reduces atmospheric CO2 levels during spring (-1.02 ppm), autumn (-1.55 ppm), and winter (-1.76 ppm). Yet, it can heighten atmospheric CO2 concentrations during summers, particularly in eastern cities (0.07 ppm). The relationships between atmospheric CO2 concentrations and their influencing factors present significant spatial and seasonal variations. These findings offer comprehensive guidance for regions in developing targeted carbon emission control policies and enable a more practical approach to sustainable development.
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Affiliation(s)
- Xiuzhen Chen
- School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China
| | - Qingqing He
- School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China; Department of Atmospheric & Oceanic Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Tong Ye
- School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China
| | - Youjia Liang
- School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China
| | - Yubiao Li
- School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China
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Alemu YM, Bagheri N, Wangdi K, Chateau D. Nationwide Geospatial Analysis to Identify Variations in Primary Cardiovascular Risk in Ethiopia. J Prim Care Community Health 2024; 15:21501319241288312. [PMID: 39498891 PMCID: PMC11539097 DOI: 10.1177/21501319241288312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 11/07/2024] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) varies across regions due to socioeconomic, cultural, lifestyle, healthcare access, and environmental factors. OBJECTIVE To find geographical variations in 10-year primary CVD risk and assess the impact of contextual factors on CVD risk. METHOD Data from 2658 Ethiopians aged 40 to 69 years with no previous CVD who participated in a nationally representative World Health Organization (WHO) STEPS survey in 2015 were included in the analysis. The mean 10-year CVD risk for 450 enumeration areas (EA) was used to identify spatial autocorrelation (using Global Moran's I) and CVD hot spots (using getas-Ord Gi*). Geographically Weighted Regression (GWR) analysis quantified the relationship between mean 10-year CVD risk and climate-related factors across areas. RESULT The spatial autocorrelation analysis identified significant spatial variation in the 10-year CVD risk at the EA level, with a global Moran's I value of 0.016. Statistically significant hot spot areas with 10-year CVD risk were identified in Addis Ababa (the capital), Benishangul Gumuz, SNNPR (Southern Nations, Nationalities, and Peoples' Region), Amhara, Afar, Oromia, and Hareri regions. In a multivariable GWR analysis, average water vapor pressure was a statistically significant explanatory variable for the geographical variations in 10-year CVD risk. CONCLUSION Hot spot areas for 10-year CVD risk were identified across numerous country regions rather than concentrated in a specific region. Alongside these hot spot areas, regions with a higher annual water vapor pressure (humidity) were identified as geographical targets for CVD prevention.
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Affiliation(s)
- Yihun Mulugeta Alemu
- The Australian National University, Canberra, ACT, Australia
- Bahir Dar University, Bahir Dar, Ethiopia
| | - Nasser Bagheri
- The Australian National University, Canberra, ACT, Australia
- University of Canberra, Canberra, ACT, Australia
| | - Kinley Wangdi
- The Australian National University, Canberra, ACT, Australia
- University of Canberra, Canberra, ACT, Australia
| | - Dan Chateau
- The Australian National University, Canberra, ACT, Australia
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Ayejoto DA, Agbasi JC, Nwazelibe VE, Egbueri JC, Alao JO. Understanding the connections between climate change, air pollution, and human health in Africa: Insights from a literature review. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART C, TOXICOLOGY AND CARCINOGENESIS 2023; 41:77-120. [PMID: 37880976 DOI: 10.1080/26896583.2023.2267332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Abstract
Climate change and air pollution are two interconnected global challenges that have profound impacts on human health. In Africa, a continent known for its rich biodiversity and diverse ecosystems, the adverse effects of climate change and air pollution are particularly concerning. This review study examines the implications of air pollution and climate change for human health and well-being in Africa. It explores the intersection of these two factors and their impact on various health outcomes, including cardiovascular disease, respiratory disorders, mental health, and vulnerable populations such as children and the elderly. The study highlights the disproportionate effects of air pollution on vulnerable groups and emphasizes the need for targeted interventions and policies to protect their health. Furthermore, it discusses the role of climate change in exacerbating air pollution and the potential long-term consequences for public health in Africa. The review also addresses the importance of considering temperature and precipitation changes as modifiers of the health effects of air pollution. By synthesizing existing research, this study aims to shed light on complex relationships and highlight the key findings, knowledge gaps, and potential solutions for mitigating the impacts of climate change and air pollution on human health in the region. The insights gained from this review can inform evidence-based policies and interventions to mitigate the adverse effects on human health and promote sustainable development in Africa.
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Affiliation(s)
- Daniel A Ayejoto
- Department of Environmental and Sustainability Sciences, Texas Christian University, Fort Worth, Texas, USA
| | - Johnson C Agbasi
- Department of Geology, Chukwuemeka Odumegwu Ojukwu University, Uli, Anambra State, Nigeria
| | - Vincent E Nwazelibe
- Department of Earth Sciences, Albert Ludwig University of Freiburg, Freiburg, Germany
| | - Johnbosco C Egbueri
- Department of Geology, Chukwuemeka Odumegwu Ojukwu University, Uli, Anambra State, Nigeria
| | - Joseph O Alao
- Department of Physics, Air Force Institute of Technology, Kaduna, Nigeria
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