The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis

We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First...

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Published in:International Journal of Environmental Research and Public Health
Main Authors: Lesya Marushka, Xuefeng Hu, Malek Batal, Tonio Sadik, Harold Schwartz, Amy Ing, Karen Fediuk, Constantine Tikhonov, Hing Chan
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2018
Subjects:
Online Access:https://doi.org/10.3390/ijerph15030539
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spelling ftmdpi:oai:mdpi.com:/1660-4601/15/3/539/ 2023-08-20T04:06:31+02:00 The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis Lesya Marushka Xuefeng Hu Malek Batal Tonio Sadik Harold Schwartz Amy Ing Karen Fediuk Constantine Tikhonov Hing Chan agris 2018-03-17 application/pdf https://doi.org/10.3390/ijerph15030539 EN eng Multidisciplinary Digital Publishing Institute Environmental Health https://dx.doi.org/10.3390/ijerph15030539 https://creativecommons.org/licenses/by/4.0/ International Journal of Environmental Research and Public Health; Volume 15; Issue 3; Pages: 539 persistent organic pollutants type 2 diabetes fish consumption difference in difference model long chain n-3 fatty acids First Nations Text 2018 ftmdpi https://doi.org/10.3390/ijerph15030539 2023-07-31T21:26:07Z We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First Nations Food Nutrition and Environment Study, a cross-sectional study of 706 Manitoba and 1429 Ontario FNs were analyzed. The consumption of fish was estimated using a food frequency questionnaire. Fish samples were analyzed for dichloro diphenyldichloro ethylene (DDE) and polychlorinated biphenyls (PCBs) content. Difference in difference model results showed that persistent organic pollutant (POP) exposure was positively associated with T2D in a dose-response manner. Stronger positive associations were found among females (OR = 14.96 (3.72–60.11)) than in males (OR = 2.85 (1.14–8.04)). The breakpoints for DDE and PCB intake were 2.11 ng/kg/day and 1.47 ng/kg/day, respectively. Each further 1 ng/kg/day increase in DDE and PCB intake increased the risk of T2D with ORs 2.29 (1.26–4.17) and 1.44 (1.09–1.89), respectively. Our findings suggest that the balance of risk and benefits associated with fish consumption is highly dependent on the regional POP concentrations in fish. Text First Nations MDPI Open Access Publishing Canada International Journal of Environmental Research and Public Health 15 3 539
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
spellingShingle persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Chan
The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
topic_facet persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
description We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First Nations Food Nutrition and Environment Study, a cross-sectional study of 706 Manitoba and 1429 Ontario FNs were analyzed. The consumption of fish was estimated using a food frequency questionnaire. Fish samples were analyzed for dichloro diphenyldichloro ethylene (DDE) and polychlorinated biphenyls (PCBs) content. Difference in difference model results showed that persistent organic pollutant (POP) exposure was positively associated with T2D in a dose-response manner. Stronger positive associations were found among females (OR = 14.96 (3.72–60.11)) than in males (OR = 2.85 (1.14–8.04)). The breakpoints for DDE and PCB intake were 2.11 ng/kg/day and 1.47 ng/kg/day, respectively. Each further 1 ng/kg/day increase in DDE and PCB intake increased the risk of T2D with ORs 2.29 (1.26–4.17) and 1.44 (1.09–1.89), respectively. Our findings suggest that the balance of risk and benefits associated with fish consumption is highly dependent on the regional POP concentrations in fish.
format Text
author Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Chan
author_facet Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Chan
author_sort Lesya Marushka
title The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_short The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_full The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_fullStr The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_full_unstemmed The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_sort relationship between persistent organic pollutants exposure and type 2 diabetes among first nations in ontario and manitoba, canada: a difference in difference analysis
publisher Multidisciplinary Digital Publishing Institute
publishDate 2018
url https://doi.org/10.3390/ijerph15030539
op_coverage agris
geographic Canada
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genre First Nations
genre_facet First Nations
op_source International Journal of Environmental Research and Public Health; Volume 15; Issue 3; Pages: 539
op_relation Environmental Health
https://dx.doi.org/10.3390/ijerph15030539
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/ijerph15030539
container_title International Journal of Environmental Research and Public Health
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