Cardiometabolic diseases (CMDs) affect significant numbers of adults in the United States, with 11% diagnosed with diabetes and 10% with cardiovascular diseases. Walking plays a crucial role in reducing health risks, particularly obesity and diabetes. We aim to explore the association between neighborhood walkability and CMD measures in Texas, while controlling for age, sex, racial/ethnic background, and family history of diabetes. We collected 1994 observations for the year 2019, merging data from the Texas Behavioral Risk Factor Surveillance System and the Environmental Protection Agency. We employed multilevel linear regression and multilevel logistic regression analyses to assess the association between CMD measures and neighborhood walkability. Our findings revealed that higher neighborhood walkability is significantly associated with a lower body mass index (BMI) (beta = - 0.28, CI - 0.45 to - 0.10) and a reduced risk of diabetes (OR 0.93, CI 0.86-0.99), indicating that when walkability increases by one unit, an individual's BMI decreases by 0.28 kg/m2 and the odds of having diabetes decrease by 7%. We also found that African Americans living in communities with lower walkability scores compared to other racial/ethnic groups. Our findings highlight the need for urban planning policies promoting walkable neighborhoods, suggesting community-based approaches to health promotion.
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Aliprantis D., 2021, Economic Commentary 2021-18
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Univ N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Univ N Carolina, Carolina Populat Ctr, Chapel Hill, NC 27515 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Avery, Christy L.
Howard, Annie Green
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Univ N Carolina, Dept Biostat, Chapel Hill, NC 27515 USA
Univ N Carolina, Carolina Populat Ctr, Chapel Hill, NC 27515 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Howard, Annie Green
Nichols, Hazel B.
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Univ N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Baldock, Katherine
Paquet, Catherine
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, Australia
Douglas Mental Hlth Univ Inst, Res Ctr, Montreal, PQ H4H 1R2, CanadaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Paquet, Catherine
Howard, Natasha
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Howard, Natasha
Coffee, Neil
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Coffee, Neil
Hugo, Graeme
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Univ Adelaide, Discipline Geog Environm & Populat, Adelaide, SA 5000, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Hugo, Graeme
Taylor, Anne
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Univ Adelaide, Discipline Med, Populat Res & Outcome Studies, Adelaide, SA 5000, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Taylor, Anne
Adams, Robert
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Univ Adelaide, Queen Elizabeth Hosp Campus, Hlth Observ, Adelaide, SA 5011, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Adams, Robert
Daniel, Mark
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, Australia
Univ Melbourne, St Vincents Hosp, Dept Med, Fitzroy, Vic 3065, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
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Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Christine, Paul J.
Auchincloss, Amy H.
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Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Auchincloss, Amy H.
Bertoni, Alain G.
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Wake Forest Sch Med, Dept Epidemiol & Prevent, Winston Salem, NC USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Bertoni, Alain G.
Carnethon, Mercedes R.
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Northwestern Univ, Feinberg Sch Med, Dept Prevent Med, Chicago, IL 60611 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Carnethon, Mercedes R.
Sanchez, Brisa N.
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Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Sanchez, Brisa N.
Moore, Kari
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Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Moore, Kari
Adar, Sara D.
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Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Adar, Sara D.
Horwich, Tamara B.
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Univ Calif Los Angeles, David Geffen Sch Med, Dept Med & Cardiol, Los Angeles, CA 90095 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Horwich, Tamara B.
Watson, Karol E.
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Univ Calif Los Angeles, David Geffen Sch Med, Dept Med & Cardiol, Los Angeles, CA 90095 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Watson, Karol E.
Roux, Ana V. Diez
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Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
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Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Univ Melbourne, St Vincents Hosp, Dept Med, Fitzroy, Vic 3065, Australia
South Australian Hlth & Med Res Inst, Adelaide, SA 5001, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Daniel, Mark
Carroll, Suzanne J.
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Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Carroll, Suzanne J.
Niyonsenga, Theophile
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Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Niyonsenga, Theophile
Piggott, Ellie J.
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Griffith Univ, Sch Criminol & Criminal Justice, Mt Gravatt, Qld 4122, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Piggott, Ellie J.
Taylor, Anne
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Univ Adelaide, Sch Med, Populat Res & Outcome Studies Unit, Adelaide, SA 5001, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Taylor, Anne
Coffee, Neil T.
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Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
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Univ N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Univ N Carolina, Carolina Populat Ctr, Chapel Hill, NC 27515 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Avery, Christy L.
Howard, Annie Green
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机构:
Univ N Carolina, Dept Biostat, Chapel Hill, NC 27515 USA
Univ N Carolina, Carolina Populat Ctr, Chapel Hill, NC 27515 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
Howard, Annie Green
Nichols, Hazel B.
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Univ N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USAUniv N Carolina, Dept Epidemiol, 123 Franklin St,Suite 410, Chapel Hill, NC 27516 USA
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Baldock, Katherine
Paquet, Catherine
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, Australia
Douglas Mental Hlth Univ Inst, Res Ctr, Montreal, PQ H4H 1R2, CanadaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Paquet, Catherine
Howard, Natasha
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Howard, Natasha
Coffee, Neil
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Coffee, Neil
Hugo, Graeme
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Univ Adelaide, Discipline Geog Environm & Populat, Adelaide, SA 5000, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Hugo, Graeme
Taylor, Anne
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Univ Adelaide, Discipline Med, Populat Res & Outcome Studies, Adelaide, SA 5000, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Taylor, Anne
Adams, Robert
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Univ Adelaide, Queen Elizabeth Hosp Campus, Hlth Observ, Adelaide, SA 5011, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Adams, Robert
Daniel, Mark
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Univ South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
Univ South Australia, Sch Hlth Sci, Adelaide, SA 5001, Australia
Univ Melbourne, St Vincents Hosp, Dept Med, Fitzroy, Vic 3065, AustraliaUniv South Australia, Sansom Inst Hlth Res, Social Epidemiol & Evaluat Res Grp, Adelaide, SA 5001, Australia
机构:
Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Christine, Paul J.
Auchincloss, Amy H.
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Auchincloss, Amy H.
Bertoni, Alain G.
论文数: 0引用数: 0
h-index: 0
机构:
Wake Forest Sch Med, Dept Epidemiol & Prevent, Winston Salem, NC USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Bertoni, Alain G.
Carnethon, Mercedes R.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Feinberg Sch Med, Dept Prevent Med, Chicago, IL 60611 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Carnethon, Mercedes R.
Sanchez, Brisa N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Sanchez, Brisa N.
Moore, Kari
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Moore, Kari
Adar, Sara D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Adar, Sara D.
Horwich, Tamara B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med & Cardiol, Los Angeles, CA 90095 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Horwich, Tamara B.
Watson, Karol E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Med & Cardiol, Los Angeles, CA 90095 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
Watson, Karol E.
Roux, Ana V. Diez
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USAUniv Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
机构:
Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Univ Melbourne, St Vincents Hosp, Dept Med, Fitzroy, Vic 3065, Australia
South Australian Hlth & Med Res Inst, Adelaide, SA 5001, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Daniel, Mark
Carroll, Suzanne J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Carroll, Suzanne J.
Niyonsenga, Theophile
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h-index: 0
机构:
Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Niyonsenga, Theophile
Piggott, Ellie J.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Sch Criminol & Criminal Justice, Mt Gravatt, Qld 4122, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Piggott, Ellie J.
Taylor, Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Sch Med, Populat Res & Outcome Studies Unit, Adelaide, SA 5001, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia
Taylor, Anne
Coffee, Neil T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, AustraliaUniv Canberra, Hlth Res Inst, Fac Hlth, Bruce, ACT 2601, Australia