Higher Neighborhood Drivability Is Associated With a Higher Diabetes Risk in Younger Adults: A Population-Based Cohort Study in Toronto, Canada

被引:3
|
作者
den Braver, Nicolette R. [1 ,2 ]
Beulens, Joline W. J. [1 ,2 ]
Wu, C. Fangyun [3 ]
Fazli, Ghazal S. [4 ]
Gozdyra, Peter [3 ,4 ]
Howell, Nicholas A. [5 ]
Lakerveld, Jeroen [1 ,2 ]
Moin, John S. [6 ]
Rutters, Femke [1 ]
Brug, Johannes [7 ]
Moineddin, Rahim [3 ,6 ]
Booth, Gillian L. [3 ,4 ,5 ,8 ]
机构
[1] Amsterdam Univ Med Ctr, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam, Upstream Team, Amsterdam UMC, Amsterdam, Netherlands
[3] Inst Clin Evaluat Sci, Toronto, ON, Canada
[4] St Michaels Hosp, Li Ka Shing Knowledge Inst, MAP Ctr Urban Hlth Solut, Toronto, ON, Canada
[5] Univ Toronto, Dept Med, Toronto, ON, Canada
[6] Univ Toronto, Fac Med, Dept Family & Community Med, Toronto, ON, Canada
[7] Natl Inst Publ Hlth & Environm, Bilthoven, Netherlands
[8] Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON, Canada
基金
加拿大健康研究院; 欧盟地平线“2020”;
关键词
ALL-CAUSE MORTALITY; CARDIOVASCULAR-DISEASE; OBESITY; TRAVEL; TRANSPORT; COMMUTE; TIME; US;
D O I
10.2337/dc22-1549
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE Car dependency contributes to physical inactivity and, consequently, may increase the likelihood of diabetes. We investigated whether neighborhoods that are highly conducive to driving confer a greater risk of developing diabetes and, if so, whether this differs by age. RESEARCH DESIGN AND METHODS We used administrative health care data to identify all working-age Canadian adults (20-64 years) who were living in Toronto on 1 April 2011 without diabetes (type 1 or 2). Neighborhood drivability scores were assigned using a novel, validated index that predicts driving patterns based on built environment features divided into quintiles. Cox regression was used to examine the association between neighborhood drivability and 7-year risk of diabetes onset, overall and by age-group, adjusting for baseline characteristics and comorbidities. RESULTS Overall, there were 1,473,994 adults in the cohort (mean age 40.9 +/- 12.2 years), among whom 77,835 developed diabetes during follow-up. Those living in the most drivable neighborhoods (quintile 5) had a 41% higher risk of developing diabetes compared with those in the least drivable neighborhoods (adjusted hazard ratio 1.41, 95% CI 1.37-1.44), with the strongest associations in younger adults aged 20-34 years (1.57, 95% CI 1.47-1.68, P < 0.001 for interaction). The same comparison in older adults (55-64 years) yielded smaller differences (1.31, 95% CI 1.26-1.36). Associations appeared to be strongest in middle-income neighborhoods for younger residents (middle income 1.96, 95% CI 1.64-2.33) and older residents (1.46, 95% CI 1.32-1.62). CONCLUSIONS High neighborhood drivability is a risk factor for diabetes, particularly in younger adults. This finding has important implications for future urban design policies.
引用
收藏
页码:1177 / 1184
页数:9
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