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Erschienen in: Journal of Urban Health 6/2022

12.10.2022 | Original Article

Associations of Cumulative and Point-in-Time Neighborhood Poverty and Walkability with Body Mass from Age 30 to 39

verfasst von: Vi T. Le, Isaac C. Rhew, Rick Kosterman, Gina S. Lovasi, Lawrence D. Frank

Erschienen in: Journal of Urban Health | Ausgabe 6/2022

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Abstract

Few studies examining the effects of neighborhood exposures have accounted for longitudinal residential history. This study examined associations of body mass index (BMI, kg/m2) with neighborhood-level walkability and poverty, both assessed concurrently and cumulatively in the years leading up to BMI assessment. Participants (N = 808) were from a cohort study of individuals originally recruited from public schools in Seattle, Washington, in fifth grade in 1985. Height and weight for BMI were obtained at four assessments at ages: 30 (in 2005), 33, 35, and 39. Participants also completed residential timelines listing each address where they lived from ages 28 to 39, creating a continuous record of addresses and moves. Neighborhood-level walkability and poverty were based on census block groups of each address. Generalized estimating equation models estimated associations of standardized neighborhood variables, both at point-in-time concurrently with assessment of BMI and cumulatively up to the time of BMI assessment. Mean BMI across observations was 28.8 (SD = 7.1). After adjusting for covariates, cumulative walkability was associated with lower BMI (b =  − 0.28; 95% CI: − 0.55, − 0.02), and cumulative neighborhood poverty was associated with higher BMI (b = 0.35; 95% CI: 0.09, 0.60). When examining point-in-time concurrent walkability and poverty with BMI, adjusted associations were close to the null and non-significant. This study provides evidence for a significant role of cumulative exposure to neighborhood built and socioeconomic environments predicting BMI. It underscores the relative strength and importance of cumulative assessments to capture neighborhood exposure not captured through point-in-time assessments.
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Literatur
1.
Zurück zum Zitat Fryar CD, Carroll MD, Afful J. Prevalence of overweight, obesity, and severe obesity among adults aged 20 and over: United States, 1960–1962 through 2017–2018. NCHS Health E-Stats. 2020. Fryar CD, Carroll MD, Afful J. Prevalence of overweight, obesity, and severe obesity among adults aged 20 and over: United States, 1960–1962 through 2017–2018. NCHS Health E-Stats. 2020.
2.
Zurück zum Zitat Afshin A, Forouzanfar MH, Reitsma MB, et al. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017;377:13–27.CrossRef Afshin A, Forouzanfar MH, Reitsma MB, et al. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017;377:13–27.CrossRef
3.
Zurück zum Zitat Suglia SF, Shelton RC, Hsiao A, Wang YC, Rundle A, Link BG. Why the neighborhood social environment is critical in obesity prevention. J Urban Heal. 2016;93:206–12.CrossRef Suglia SF, Shelton RC, Hsiao A, Wang YC, Rundle A, Link BG. Why the neighborhood social environment is critical in obesity prevention. J Urban Heal. 2016;93:206–12.CrossRef
4.
Zurück zum Zitat Diez Roux AV, Mair C. Neighborhoods and health. Ann N Y Acad Sci. 2010;1186:125–45.CrossRef Diez Roux AV, Mair C. Neighborhoods and health. Ann N Y Acad Sci. 2010;1186:125–45.CrossRef
5.
Zurück zum Zitat Kwarteng JL, Schulz AJ, Mentz GB, Israel BA, Perkins DW. Independent effects of neighborhood poverty and psychosocial stress on obesity over time. J Urban Health. 2017;94:791–802.CrossRef Kwarteng JL, Schulz AJ, Mentz GB, Israel BA, Perkins DW. Independent effects of neighborhood poverty and psychosocial stress on obesity over time. J Urban Health. 2017;94:791–802.CrossRef
6.
7.
Zurück zum Zitat Centers for Disease Control and Prevention. Status report for step it up! The surgeon general’s call to action to promote walking and walkable communities. Atlanta, GA: Centers for Disease Control and Prevention, US Dept of Health and Human Services; 2017. Centers for Disease Control and Prevention. Status report for step it up! The surgeon general’s call to action to promote walking and walkable communities. Atlanta, GA: Centers for Disease Control and Prevention, US Dept of Health and Human Services; 2017.
8.
Zurück zum Zitat Mozaffarian D, Afshin A, Benowitz NL, et al. Population approaches to improve diet, physical activity, and smoking habits: a scientific statement from the American Heart Association. Circulation. 2012;126:1514–63.CrossRef Mozaffarian D, Afshin A, Benowitz NL, et al. Population approaches to improve diet, physical activity, and smoking habits: a scientific statement from the American Heart Association. Circulation. 2012;126:1514–63.CrossRef
9.
Zurück zum Zitat Frank LD, Sallis JF, Saelens BE, et al. The development of a walkability index: application to the Neighborhood Quality of Life Study. Br J Sports Med. 2010;44:924 LP – 933. Frank LD, Sallis JF, Saelens BE, et al. The development of a walkability index: application to the Neighborhood Quality of Life Study. Br J Sports Med. 2010;44:924 LP – 933.
10.
11.
Zurück zum Zitat Mackenbach JD, Rutter H, Compernolle S, et al. Obesogenic environments: a systematic review of the association between the physical environment and adult weight status, the SPOTLIGHT project. BMC Public Health. 2014;14:233.CrossRef Mackenbach JD, Rutter H, Compernolle S, et al. Obesogenic environments: a systematic review of the association between the physical environment and adult weight status, the SPOTLIGHT project. BMC Public Health. 2014;14:233.CrossRef
12.
Zurück zum Zitat Grasser G, Van Dyck D, Titze S, Stronegger W. Objectively measured walkability and active transport and weight-related outcomes in adults: a systematic review. Int J Public Health. 2013;58:615–25.CrossRef Grasser G, Van Dyck D, Titze S, Stronegger W. Objectively measured walkability and active transport and weight-related outcomes in adults: a systematic review. Int J Public Health. 2013;58:615–25.CrossRef
13.
Zurück zum Zitat Chandrabose M, Rachele JN, Gunn L, et al. Built environment and cardio-metabolic health: systematic review and meta-analysis of longitudinal studies. Obes Rev. 2019;20:41–54.CrossRef Chandrabose M, Rachele JN, Gunn L, et al. Built environment and cardio-metabolic health: systematic review and meta-analysis of longitudinal studies. Obes Rev. 2019;20:41–54.CrossRef
14.
Zurück zum Zitat Paulo Dos Anjos Souza Barbosa J, Henrique Guerra P, de Oliveira Santos C, de Oliveira Barbosa Nunes AP, Turrell Antonio G, Florindo A. Walkability, overweight, and obesity in adults: a systematic review of observational studies. Int J Environ Res Public Health. 2019;16:3135.CrossRef Paulo Dos Anjos Souza Barbosa J, Henrique Guerra P, de Oliveira Santos C, de Oliveira Barbosa Nunes AP, Turrell Antonio G, Florindo A. Walkability, overweight, and obesity in adults: a systematic review of observational studies. Int J Environ Res Public Health. 2019;16:3135.CrossRef
15.
Zurück zum Zitat Mohammed SH, Habtewold TD, Birhanu MM, et al. Neighbourhood socioeconomic status and overweight/obesity: a systematic review and meta-analysis of epidemiological studies. BMJ Open. 2019;9:e028238.CrossRef Mohammed SH, Habtewold TD, Birhanu MM, et al. Neighbourhood socioeconomic status and overweight/obesity: a systematic review and meta-analysis of epidemiological studies. BMJ Open. 2019;9:e028238.CrossRef
16.
Zurück zum Zitat Clarke P, Morenoff J, Debbink M, Golberstein E, Elliott MR, Lantz PM. Cumulative exposure to neighborhood context: consequences for health transitions over the adult life course. Res Aging. 2014;36:115–42.CrossRef Clarke P, Morenoff J, Debbink M, Golberstein E, Elliott MR, Lantz PM. Cumulative exposure to neighborhood context: consequences for health transitions over the adult life course. Res Aging. 2014;36:115–42.CrossRef
17.
Zurück zum Zitat Garboden PME, Leventhal T, Newman S. Estimating the effects of residential mobility: a methodological note. J Soc Serv Res. 2017;43:246–61.CrossRef Garboden PME, Leventhal T, Newman S. Estimating the effects of residential mobility: a methodological note. J Soc Serv Res. 2017;43:246–61.CrossRef
18.
Zurück zum Zitat Dannefer D. Cumulative advantage/disadvantage and the life course: cross-fertilizing age and social science theory. Journals Gerontol Ser B. 2003;58:S327–37.CrossRef Dannefer D. Cumulative advantage/disadvantage and the life course: cross-fertilizing age and social science theory. Journals Gerontol Ser B. 2003;58:S327–37.CrossRef
19.
Zurück zum Zitat DiPrete TA, Eirich GM. Cumulative advantage as a mechanism for inequality: a review of theoretical and empirical developments. Annu Rev Sociol. 2006;32:271–97.CrossRef DiPrete TA, Eirich GM. Cumulative advantage as a mechanism for inequality: a review of theoretical and empirical developments. Annu Rev Sociol. 2006;32:271–97.CrossRef
20.
Zurück zum Zitat Rachele JN, Kavanagh AM, Brown WJ, Healy AM, Turrell G. Neighborhood disadvantage and body mass index: a study of residential relocation. Am J Epidemiol. 2018;187:1696–703.CrossRef Rachele JN, Kavanagh AM, Brown WJ, Healy AM, Turrell G. Neighborhood disadvantage and body mass index: a study of residential relocation. Am J Epidemiol. 2018;187:1696–703.CrossRef
21.
Zurück zum Zitat Feng X, Wilson A. Neighbourhood socioeconomic inequality and gender differences in body mass index: the role of unhealthy behaviours. Prev Med (Baltim). 2017;101:171–7.CrossRef Feng X, Wilson A. Neighbourhood socioeconomic inequality and gender differences in body mass index: the role of unhealthy behaviours. Prev Med (Baltim). 2017;101:171–7.CrossRef
22.
Zurück zum Zitat Alvarado SE. Neighborhood disadvantage and obesity across childhood and adolescence: evidence from the NLSY children and young adults cohort (1986–2010). Soc Sci Res. 2016;57:80–98.CrossRef Alvarado SE. Neighborhood disadvantage and obesity across childhood and adolescence: evidence from the NLSY children and young adults cohort (1986–2010). Soc Sci Res. 2016;57:80–98.CrossRef
23.
Zurück zum Zitat Wasfi RA, Dasgupta K, Orpana H, Ross NA. Neighborhood walkability and body mass index trajectories: longitudinal study of Canadians. Am J Public Health. 2016;106:934–40.CrossRef Wasfi RA, Dasgupta K, Orpana H, Ross NA. Neighborhood walkability and body mass index trajectories: longitudinal study of Canadians. Am J Public Health. 2016;106:934–40.CrossRef
24.
Zurück zum Zitat Ewing R, Cervero R. Travel and the built environment. J Am Plan Assoc. 2010;76:265–94.CrossRef Ewing R, Cervero R. Travel and the built environment. J Am Plan Assoc. 2010;76:265–94.CrossRef
25.
Zurück zum Zitat Ramsey K, Bell A. The smart location database: a nationwide data resource characterizing the built environment and destination accessibility at the neighborhood scale. Cityscape. 2014;16:145–62. Ramsey K, Bell A. The smart location database: a nationwide data resource characterizing the built environment and destination accessibility at the neighborhood scale. Cityscape. 2014;16:145–62.
26.
Zurück zum Zitat Kozo J, Sallis JF, Conway TL, et al. Sedentary behaviors of adults in relation to neighborhood walkability and income. Health Psychol. 2012;31:704–13.CrossRef Kozo J, Sallis JF, Conway TL, et al. Sedentary behaviors of adults in relation to neighborhood walkability and income. Health Psychol. 2012;31:704–13.CrossRef
27.
Zurück zum Zitat Sallis JF, Saelens BE, Frank LD, et al. Neighborhood built environment and income: examining multiple health outcomes. Soc Sci Med. 2009;68:1285–93.CrossRef Sallis JF, Saelens BE, Frank LD, et al. Neighborhood built environment and income: examining multiple health outcomes. Soc Sci Med. 2009;68:1285–93.CrossRef
28.
Zurück zum Zitat Krizek KJ. Residential relocation and changes in urban travel: does neighborhood-scale urban form matter? J Am Plan Assoc. 2003;69:265–81.CrossRef Krizek KJ. Residential relocation and changes in urban travel: does neighborhood-scale urban form matter? J Am Plan Assoc. 2003;69:265–81.CrossRef
29.
Zurück zum Zitat Schoner J, Chapman J, Brookes A, et al. Bringing health into transportation and land use scenario planning: creating a National Public Health Assessment Model (N-PHAM). J Transp Heal. 2018;10:401–18.CrossRef Schoner J, Chapman J, Brookes A, et al. Bringing health into transportation and land use scenario planning: creating a National Public Health Assessment Model (N-PHAM). J Transp Heal. 2018;10:401–18.CrossRef
30.
Zurück zum Zitat Ewing R, Handy S, Brownson RC, Clemente O, Winston E. Identifying and measuring urban design qualities related to walkability. J Phys Act Health. 2006;3:S223–40.CrossRef Ewing R, Handy S, Brownson RC, Clemente O, Winston E. Identifying and measuring urban design qualities related to walkability. J Phys Act Health. 2006;3:S223–40.CrossRef
31.
Zurück zum Zitat Sallis JF, Cerin E, Kerr J, et al. Built environment, physical activity, and obesity: findings from the International Physical Activity and Environment Network (IPEN) adult study. Annu Rev Public Health. 2020;41:119–39.CrossRef Sallis JF, Cerin E, Kerr J, et al. Built environment, physical activity, and obesity: findings from the International Physical Activity and Environment Network (IPEN) adult study. Annu Rev Public Health. 2020;41:119–39.CrossRef
32.
Zurück zum Zitat Durand CP, Andalib M, Dunton GF, Wolch J, Pentz MA. A systematic review of built environment factors related to physical activity and obesity risk: implications for smart growth urban planning. Obes Rev. 2011;12:e173–82.CrossRef Durand CP, Andalib M, Dunton GF, Wolch J, Pentz MA. A systematic review of built environment factors related to physical activity and obesity risk: implications for smart growth urban planning. Obes Rev. 2011;12:e173–82.CrossRef
33.
Zurück zum Zitat Hilmers A, Hilmers DC, Dave J. Neighborhood disparities in access to healthy foods and their effects on environmental justice. Am J Public Health. 2012;102:1644–54.CrossRef Hilmers A, Hilmers DC, Dave J. Neighborhood disparities in access to healthy foods and their effects on environmental justice. Am J Public Health. 2012;102:1644–54.CrossRef
34.
Zurück zum Zitat Taylor WC, Poston WSC, Jones L, Kraft MK. Environmental justice: obesity, physical activity, and healthy eating. J Phys Act Health. 2006;3:S30–54.CrossRef Taylor WC, Poston WSC, Jones L, Kraft MK. Environmental justice: obesity, physical activity, and healthy eating. J Phys Act Health. 2006;3:S30–54.CrossRef
35.
Zurück zum Zitat Rees-Punia E, Hathaway ED, Gay JL. Crime, perceived safety, and physical activity: a meta-analysis. Prev Med (Baltim). 2018;111:307–13.CrossRef Rees-Punia E, Hathaway ED, Gay JL. Crime, perceived safety, and physical activity: a meta-analysis. Prev Med (Baltim). 2018;111:307–13.CrossRef
36.
Zurück zum Zitat Lovasi GS, Hutson MA, Guerra M, Neckerman KM. Built environments and obesity in disadvantaged populations. Epidemiol Rev. 2009;31:7–20.CrossRef Lovasi GS, Hutson MA, Guerra M, Neckerman KM. Built environments and obesity in disadvantaged populations. Epidemiol Rev. 2009;31:7–20.CrossRef
37.
Zurück zum Zitat Sheehan CM, Cantu PA, Powers DA, Margerison-Zilko CE, Cubbin C. Long-term neighborhood poverty trajectories and obesity in a sample of California mothers. Health Place. 2017;46:49–57.CrossRef Sheehan CM, Cantu PA, Powers DA, Margerison-Zilko CE, Cubbin C. Long-term neighborhood poverty trajectories and obesity in a sample of California mothers. Health Place. 2017;46:49–57.CrossRef
40.
Zurück zum Zitat Tomiyama AJ, Hunger JM, Nguyen-Cuu J, Wells C. Misclassification of cardiometabolic health when using body mass index categories in NHANES 2005–2012. Int J Obes. 2016;40:883–6.CrossRef Tomiyama AJ, Hunger JM, Nguyen-Cuu J, Wells C. Misclassification of cardiometabolic health when using body mass index categories in NHANES 2005–2012. Int J Obes. 2016;40:883–6.CrossRef
41.
Zurück zum Zitat Hunger JM, Tomiyama AJ. A call to shift the public health focus away from weight. Am J Public Health. 2015;105:e3. Hunger JM, Tomiyama AJ. A call to shift the public health focus away from weight. Am J Public Health. 2015;105:e3.
Metadaten
Titel
Associations of Cumulative and Point-in-Time Neighborhood Poverty and Walkability with Body Mass from Age 30 to 39
verfasst von
Vi T. Le
Isaac C. Rhew
Rick Kosterman
Gina S. Lovasi
Lawrence D. Frank
Publikationsdatum
12.10.2022
Verlag
Springer US
Erschienen in
Journal of Urban Health / Ausgabe 6/2022
Print ISSN: 1099-3460
Elektronische ISSN: 1468-2869
DOI
https://doi.org/10.1007/s11524-022-00688-6

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