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Weiss MC, Adusumilli S, Jagai JS, Sargis RM. Transportation-related Environmental Mixtures and Diabetes Prevalence and Control in Urban/Metropolitan Counties in the United States. J Endocr Soc 2023; 7:bvad062. [PMID: 37260779 PMCID: PMC10227866 DOI: 10.1210/jendso/bvad062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Indexed: 06/02/2023] Open
Abstract
Diabetes rates in the United States are staggering and climbing. Importantly, traditional risk factors fail to completely account for the magnitude of the diabetes epidemic. Environmental exposures, including urban and metropolitan transportation quality, are implicated as contributors to disease. Using data from the county-level Environmental Quality Index (EQI) developed for the United States, we analyzed associations between transportation and air quality environmental metrics with overall diabetes prevalence and control within urban/metropolitan counties in the United States from 2006 to 2012. Additionally, we examined effect modification by race/ethnicity through stratification based on the county-level proportion of minority residents. Last, we applied mixture methods to evaluate the effect of simultaneous poor transportation factors and worse air quality on the same outcomes. We found that increased county-level particulate matter air pollution and nitrogen dioxide along with reduced public transportation usage and lower walkability were all associated with increased diabetes prevalence. The minority proportion of the population influences some of these relationships as some of the effects of air pollution and the transportation-related environment are worse among counties with more minority residents. Furthermore, the transportation and air quality mixtures were found to be associated with increased diabetes prevalence and reduced diabetes control. These data further support the burgeoning evidence that poor environments amplify diabetes risk. Future cohort studies should explore the utility of environmental policies and urban planning as tools for improving metabolic health.
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Affiliation(s)
- Margaret C Weiss
- College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
- School of Public Health, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Sneha Adusumilli
- College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Jyotsna S Jagai
- Department of Obstetrics and Gynecology, University of Chicago, Chicago, IL 60637, USA
| | - Robert M Sargis
- College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
- Chicago Center for Health and Environment, Chicago, IL 60612, USA
- Section of Endocrinology, Diabetes, and Metabolism, Jesse Brown Veterans Affairs Medical Center, Chicago, IL 60612, USA
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Improving Decision-Making for Population Health in Nonhealth Sectors in Urban Environments: the Example of the Transportation Sector in Three Megacities-the 3-D Commission. J Urban Health 2021; 98:60-68. [PMID: 34435262 PMCID: PMC8440744 DOI: 10.1007/s11524-021-00561-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2021] [Indexed: 10/20/2022]
Abstract
Noncommunicable diseases (NCDs) represent a significant global public health burden. As more countries experience both epidemiologic transition and increasing urbanization, it is clear that we need approaches to mitigate the growing burden of NCDs. Large and growing urban environments play an important role in shaping risk factors that influence NCDs, pointing to the ineluctable need to engage sectors beyond the health sector in these settings if we are to improve health. By way of one example, the transportation sector plays a critical role in building and sustaining health outcomes in urban environments in general and in megacities in particular. We conducted a qualitative comparative case study design. We compared Bus Rapid Transit (BRT) policies in 3 megacities-Lagos (Africa), Bogotá (South America), and Beijing (Asia). We examined the extent to which data on the social determinants of health, equity considerations, and multisectoral approaches were incorporated into local politics and the decision-making processes surrounding BRT. We found that all three megacities paid inadequate attention to health in their agenda-setting, despite having considerable healthy transportation policies in principle. BRT system policies have the opportunity to improve lifestyle choices for NCDs through a focus on safe, affordable, and effective forms of transportation. There are opportunities to improve decision-making for health by involving more available data for health, building on existing infrastructures, building stronger political leadership and commitments, and establishing formal frameworks to improve multisectoral collaborations within megacities. Future research will benefit from addressing the political and bureaucratic processes of using health data when designing public transportation services, the political and social obstacles involved, and the cross-national lessons that can be learned from other megacities.
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Kornas K, Rosella LC, Fazli GS, Booth GL. Forecasting Diabetes Cases Prevented and Cost Savings Associated with Population Increases of Walking in the Greater Toronto and Hamilton Area, Canada. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18158127. [PMID: 34360428 PMCID: PMC8345977 DOI: 10.3390/ijerph18158127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/27/2021] [Accepted: 07/29/2021] [Indexed: 11/16/2022]
Abstract
Promoting adequate levels of physical activity in the population is important for diabetes prevention. However, the scale needed to achieve tangible population benefits is unclear. We aimed to estimate the public health impact of increases in walking as a means of diabetes prevention and health care cost savings attributable to diabetes. We applied the validated Diabetes Population Risk Tool (DPoRT) to the 2015/16 Canadian Community Health Survey for adults aged 18–64, living in the Greater Toronto and Hamilton area, Ontario, Canada. DPoRT was used to generate three population-level scenarios involving increases in walking among individuals with low physical activity levels, low daily step counts and high dependency on non-active forms of travel, compared to a baseline scenario (no change in walking rates). We estimated number of diabetes cases prevented and health care costs saved in each scenario compared with the baseline. Each of the three scenarios predicted a considerable reduction in diabetes and related health care cost savings. In order of impact, the largest population benefits were predicted from targeting populations with low physical activity levels, low daily step counts, and non active transport use. Population increases of walking by 25 min each week was predicted to prevent up to 10.4 thousand diabetes cases and generate CAD 74.4 million in health care cost savings in 10 years. Diabetes reductions and cost savings were projected to be higher if increases of 150 min of walking per week could be achieved at the population-level (up to 54.3 thousand diabetes cases prevented and CAD 386.9 million in health care cost savings). Policy, programming, and community designs that achieve modest increases in population walking could translate to meaningful reductions in the diabetes burden and cost savings to the health care system.
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Affiliation(s)
- Kathy Kornas
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON L5L 1C6, Canada;
| | - Laura C. Rosella
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON L5L 1C6, Canada;
- ICES, Toronto, ON M4N 3M5, Canada
- Institute for Better Health, Trillium Health Partners, Mississauga, ON L5B 1B8, Canada
- Correspondence: ; Tel.: +1-416-978-6064
| | - Ghazal S. Fazli
- MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada; (G.S.F.); (G.L.B.)
| | - Gillian L. Booth
- ICES, Toronto, ON M4N 3M5, Canada
- MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada; (G.S.F.); (G.L.B.)
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON L5L 1C6, Canada
- Department of Medicine, St. Michael’s Hospital and the University of Toronto, Toronto, ON M5B 1W8, Canada
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Gardner C, Cole DC, Ryan L. Public health for the hunter-gatherer in us all. Canadian Journal of Public Health 2020; 111:701-704. [PMID: 32761544 PMCID: PMC7408970 DOI: 10.17269/s41997-020-00341-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 05/11/2020] [Indexed: 12/05/2022]
Abstract
In evolutionary terms, the transformations which humans have engendered in social, ecological and built environments are increasingly out of step with their biological makeup. We briefly review the evidence on health-relevant practices and status of our Paleolithic ancestors and contrast these with current food, transportation, work and governance systems with their associated impacts on human health. As public health and planning practitioners engaged in the EcoHealth Ontario Collaborative, we argue for recognition of our hunter-gatherer nature to promote joint efforts in building sustainable and equitable community infrastructures, both built and green. Although such efforts are underway at multiple jurisdictional levels across Canada, the pace is frustratingly slow for the burden of endemic chronic diseases and global environmental change which humans face. Reminding reluctant stakeholders of the hunter-gatherers in us all could bring about deeper reflection on the urgent work in redirecting community planning.
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Affiliation(s)
- Charles Gardner
- Simcoe Muskoka District Health Unit, 15 Sperling Drive, Barrie, Ontario, L4M 6K9, Canada.
| | - Donald C Cole
- Dalla Lana School of Public Health, University of Toronto, Health Sciences Building, 155 College Street, Toronto, Ontario, M5T 3M7, Canada
| | - Loretta Ryan
- Association of Local Public Health Agencies (alPHa), 480 University Avenue, Suite 300, Toronto, ON, M5G 1V2, Canada
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McLaren L, Hancock T. Public health matters-but we need to make the case. Canadian Journal of Public Health 2019; 110:264-269. [PMID: 31140139 DOI: 10.17269/s41997-019-00218-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 04/10/2019] [Indexed: 11/17/2022]
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Abstract
PURPOSE OF REVIEW To explore the relationship between the built environment and type 2 diabetes, considering both risk factors and policies to reduce risk. The built environment refers to the physical characteristics of the areas in which people live including buildings, streets, open spaces, and infrastructure. RECENT FINDINGS A review of current literature suggests an association between the built environment and type 2 diabetes, likely driven by two key pathways-physical activity and the food environment. Other hypothesized mechanisms linking the built environment and type 2 diabetes include housing policy, but evidence in these areas is underdeveloped. Policies designed to enhance the built environment for diabetes risk reduction are mechanistically plausible, but as of yet, little direct evidence supports their effectiveness in reducing in type 2 diabetes risk. Future work should rigorously evaluate policies meant to reduce type 2 diabetes via the built environment.
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Affiliation(s)
- Aisha T Amuda
- University of North Carolina School of Medicine, 1001 Bondurant Hall, CB 9535, Chapel Hill, NC, 27599, USA
| | - Seth A Berkowitz
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, Chapel Hill School of Medicine, University of North Carolina, 5034 Old Clinic Bldg. CB 7110, Chapel Hill, NC, 27599, USA.
- Cecil G. Sheps Center for Health Services Research, Chapel Hill, University of North Carolina, Chapel Hill, NC, USA.
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