Cited by 91Obesity, Physical Activity, DietUrban Transport and AccessibilityHealth disparities and outcomes

The role of neighborhood characteristics and the built environment in understanding racial/ethnic disparities in childhood obesity

Open access
Sharifi, Mona, Sequist, Thomas D., Rifas-Shiman, Sheryl L., Melly, Steven J., Duncan, Dustin T., Horan, Christine M., Smith, Renata L., Marshall, Richard +1 more·2016·Preventive Medicine

Abstract

Background Childhood obesity prevalence remains high and racial/ethnic disparities may be widening. Studies have examined the role of health behavioral differences. Less is known regarding neighborhood and built environment mediators of disparities. The objective of this study was to examine the extent to which racial/ethnic disparities in elevated child body mass index (BMI) are explained by neighborhood socioeconomic status (SES) and built environment. Methods We collected and analyzed race/ethnicity, BMI, and geocoded address from electronic health records of 44,810 children 4 to 18years-old seen at 14 Massachusetts pediatric practices in 2011-2012. Main outcomes were BMI z-score and BMI z-score change over time. We used multivariable linear regression to examine associations between race/ethnicity and BMI z-score outcomes, sequentially adjusting for neighborhood SES and the food and physical activity environment. Results Among 44,810 children, 13.3% were black, 5.7% Hispanic, and 65.2% white. Compared to white children, BMI z-scores were higher among black (0.43units [95% CI: 0.40-0.45]) and Hispanic (0.38 [0.34-0.42]) children; black (0.06 [0.04-0.08]), but not Hispanic, children also had greater increases in BMI z-score over time. Adjusting for neighborhood SES substantially attenuated BMI z-score differences among black (0.30 [0.27-0.34]) and Hispanic children (0.28 [0.23-0.32]), while adjustment for food and physical activity environments attenuated the differences but to a lesser extent than neighborhood SES. Conclusions Neighborhood SES and the built environment may be important drivers of childhood obesity disparities. To accelerate progress in reducing obesity disparities, interventions must be tailored to the neighborhood contexts in which families live.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.ypmed.2016.07.009

Cites

3 of 3 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 29

  1. assett DR Fitzhugh EC Heath GW Erwin PC Frederick GM Wolff DL Welch Wa Stout AB Estimated energy expenditures for school-based policies and active living Am. J. Prev. Med 2013 44 108 113 23332325
  2. Bell JF Wilson JS Liu GC Neighborhood greenness and 2-year changes in body mass index of children and youth Am. J. Prev. Med 2008 35 547 553 19000844 PMC2649717
  3. Centers for Disease Control and Prevention (CDC) Obesity prevalence among low-income, preschool-aged children--New York City and Los Angeles County, 2003–2011 MMWR. Morb. Mortal. Wkly. Rep 2013 62 17 22 23325351 PMC4604837
  4. Ding D Sallis JF Kerr J Lee S Rosenberg DE Neighborhood environment and physical activity among youth a review Am. J. Prev. Med 2011 41 442 455 21961474
  5. Duncan DT Sharifi M Melly SJ Marshall R Sequist TD Rifas-Shiman SL Taveras EM Characteristics of walkable built environments and BMI z-scores in children: evidence from a large electronic health record database Environ. Health Perspect 2014 122 1359 1365 25248212 PMC4256697
  6. Epstein AM Ayanian JZ Racial disparities in medical care N. Engl. J. Med 2001 344 1471 1473 11346815
  7. Epstein LH Raja S Daniel TO Paluch Ra Wilfley DE Saelens BE Roemmich JN The built environment moderates effects of family-based childhood obesity treatment over 2 years Ann. Behav. Med 2012 44 248 258 22777879 PMC3446779
  8. Feng J Glass Ta Curriero FC Stewart WF Schwartz BS The built environment and obesity: a systematic review of the epidemiologic evidence Health Place 2010 16 175 190 19880341
  9. Fiechtner L Sharifi M Sequist T Block J Duncan DT Melly SJ Rifas-Shiman SL Taveras EM Food environments and childhood weight status: effects of neighborhood median income Child. Obes 2015 11 260 268 25923838 PMC4559156
  10. Flores G Committee On Pediatric Research Technical report--racial and ethnic disparities in the health and health care of children Pediatrics 2010 125 e979 e1020 20351000
  11. Frank LD Kerr J Sallis JF Miles R Chapman J A hierarchy of sociodemographic and environmental correlates of walking and obesity Prev. Med. (Baltim) 2008 47 172 178 18565576
  12. Galvez MP Hong L Choi E Liao L Godbold J Brenner B Childhood obesity and neighborhood food-store availability in an inner-city community Acad. Pediatr 2009 9 339 343 19560992 PMC2770899
  13. Glanz K Sallis JF Saelens BE Frank LD Nutrition Environment Measures Survey in stores (NEMS-S): development and evaluation Am. J. Prev. Med 2007 32 282 289 17383559
  14. Gordon-Larsen P Nelson MC Page P Popkin BM Inequality in the built environment underlies key health disparities in physical activity and obesity Pediatrics 2006 117 417 424 16452361
  15. Kuczmarski RJ Ogden CL Guo SS Grummer-Strawn LM Flegal KM Mei Z Wei R Curtin LR Roche AF Johnson CL 2000 CDC Growth Charts for the United States: methods and development Vital Health Stat. 11 2002 11 1 190 12043359
  16. Lawman HG Wilson DK A review of family and environmental correlates of health behaviors in high-risk youth Obesity (Silver Spring) 2012 20 1142 1157 22282044 PMC3360830
  17. Liu GC Wilson JS Qi R Ying J Green neighborhoods, food retail and childhood overweight: differences by population density Am. J. Health Promot 2007 21 317 325 17465177
  18. Matthews Sa Moudon AV Daniel M Work group II: Using Geographic Information Systems for enhancing research relevant to policy on diet, physical activity, and weight Am. J. Prev. Med 2009 36 S171 S176 19285210
  19. Ogden CL Carroll MD Kit BK Flegal KM Prevalence of obesity and trends in body mass index among US children and adolescents, 1999–2010 JAMA 2012 307 483 490 22253364 PMC6362452
  20. Oreskovic NM Kuhlthau Ka Romm D Perrin JM Built environment and weight disparities among children in high- and low-income towns Acad. Pediatr 2009 9 315 321 19477705
  21. Papas MA Alberg AJ Ewing R Helzlsouer KJ Gary TL Klassen AC The built environment and obesity Epidemiol. Rev 2007 29 129 143 17533172
  22. Sallis JF Saelens BE Frank LD Conway TL Slymen DJ Cain KL Chapman JE Kerr J Neighborhood built environment and income: examining multiple health outcomes Soc. Sci. Med 2009 68 1285 1293 19232809 PMC3500640
  23. Schuster MA Elliott MN Kanouse DE Wallander JL Tortolero SR Ratner JA Klein DJ Cuccaro PM Davies SL Banspach SW Racial and ethnic health disparities among fifth-graders in three cities N. Engl. J. Med 2012 367 735 745 22913683
  24. Taveras EM Gillman MW Kleinman K Rich-Edwards JW Rifas-Shiman SL Racial/ethnic differences in early-life risk factors for childhood obesity Pediatrics 2010 125 686 695 20194284 PMC3836212
  25. Taveras EM Gortmaker SL Hohman KH Horan CM Kleinman KP Mitchell K Price S Prosser LA Rifas-Shiman SL Gillman MW Randomized controlled trial to improve primary care to prevent and manage childhood obesity: the High Five for Kids study Arch. Pediatr. Adolesc. Med 2011 165 714 722 21464376 PMC3881272
  26. Wang Y Beydoun Ma The obesity epidemic in the United States--gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysis Epidemiol. Rev 2007 29 6 28 17510091
  27. Wen X Gillman MW Rifas-Shiman SL Sherry B Kleinman K Taveras EM Decreasing prevalence of obesity among young children in Massachusetts from 2004 to 2008 Pediatrics 2012 129 823 831 22529276 PMC3340588
  28. Yancey AK Cole BL Brown R Williams JD Hillier A Kline RS Ashe M Grier Sa Backman D McCarthy WJ A cross-sectional prevalence study of ethnically targeted and general audience outdoor obesity-related advertising Milbank Q 2009 87 155 184 19298419 PMC2879171
  29. Zhu X Lee C Walkability and safety around elementary schools economic and ethnic disparities Am. J. Prev. Med 2008 34 282 290 18374241

Cited by

Sorted by citations

Authors
Sharifi, M., Sequist, T. D., Rifas-Shiman, S. L., Melly, S. J., Duncan, D. T., Horan, C. M., Smith, R. L., Marshall, R., & Taveras, E. M.
Affiliations
  • Harvard University (US)
  • Brigham and Women's Hospital (US)
  • New York University (US)
  • Harvard Vanguard Medical Associates (US)
Corresponding author
Sharifi, Mona
Venue
Preventive Medicine
Publisher
Elsevier BV
Published
2016-10
Volume
91
Pages
103-109
ISSN
0091-7435 (ISSN-L)
OpenAlex
W2460668226
Cited by
91
References
3
Citations by year
2026: 6 · 2025: 5 · 2024: 5 · 2023: 10 · 2022: 17 · 2021: 13 · 2020: 8 · 2019: 10 · 2018: 8 · 2017: 8
FWCI
8.59
Type
journal article
Language
en
Open access
Locations
  • Preventive Medicine (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Academic Pediatric Association
  • Harvard Catalyst (UL1 TR001102)
  • Harvard University
  • AHRQ (1 K12 HS 022986-01)
  • Dr. Taveras (K24 DK10589)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Social Sciences › Transportation › Urban Transport and Accessibility
  • Social Sciences › Health › Health disparities and outcomes
Keywords
childhood obesity, racial and ethnic disparities, neighborhood socioeconomic status, built environment, BMI z-score, food environment, physical activity environment, Black children, Hispanic children, neighborhood context
MeSH terms
Adolescent, Age Factors, Child, Child, Preschool, Environment Design, Ethnicity, Female, Humans, Male, Massachusetts, Residence Characteristics, Retrospective Studies, Socioeconomic Factors, Body Mass Index, Racial Groups, Health Status Disparities, Electronic Health Records, Pediatric Obesity

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review