Linking neighborhood characteristics to food insecurity in older adults: The role of perceived safety, social cohesion, and walkability
Open accessAbstract
Among the 14.6% of American households experiencing food insecurity, approximately 2 million are occupied by older adults. Food insecurity among older adults has been linked to poor health, lower cognitive function, and poor mental health outcomes. While evidence of the association between individual or household-level factors and food insecurity has been documented, the role of neighborhood-level factors is largely understudied. This study uses data from a representative sample of 1,870 New York City senior center participants in 2008 to investigate the relationship between three neighborhood-level factors (walkability, safety, and social cohesion) and food insecurity among the elderly. Issues relating to food security were measured by three separate outcome measures: whether the participant had a concern about having enough to eat this past month (concern about food security), whether the participant was unable to afford food during the past year (insufficient food intake related to financial resources), and whether the participant experienced hunger in the past year related to not being able to leave home (mobility-related food insufficiency). Unadjusted and adjusted logistic regression was performed for each measure of food insecurity. Results indicate that neighborhood walkability is an important correlate of mobility-related food insufficiency and concern about food insecurity, even after controlling the effects of other relevant factors.
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Chung et al. [45] found that people living in walkable communities had a lower risk of food insecurity due to physical limitations.
“Chung et al. [45] found that people living in walkable communities had a lower risk of food insecurity due to physical limitations.”
From Food Insecurity, Walkability, and Social Determinants of Health: A Cross-Sectional, County-Level Study of Associations with Maternal and Infant Mortality in the United States (2025) · cites this paper as [45]
The Mobility-Related Food Insufficiency results report that greater neighborhood walkability was associated with lower odds of hunger because participants could not leave home, including after adjustment. But the survey question did not establish that physical limitations caused their inability to leave home; physical disability was measured separately as a covariate. The study concerned New York City senior center participants, not people generally. (LLM, conf=0.84)
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Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
How the built environment affects physical activity
Handy, S., Boarnet, M. G., Ewing, R., & Killingsworth, R. E. (2002) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(02)00475-0 · Cited by 1,920 · see citing works
Investigating Neighborhood and Area Effects on Health
Roux, A. V. D. (2001) · American Journal of Public Health · doi:10.2105/ajph.91.11.1783 · Cited by 1,841 · see citing works
Gordon‐Larsen, P., Laska, M. N., Page, P., & Popkin, B. M. (2006) · PEDIATRICS · doi:10.1542/peds.2005-0058 · Cited by 1,765 · see citing works
Food Insecurity Is Associated with Chronic Disease among Low-Income NHANES Participants
Seligman, H. K., Laraia, B. A., & Kushel, M. (2009) · Journal of Nutrition · doi:10.3945/jn.109.112573 · Cited by 1,648 · see citing works
Neighborhood Disadvantage, Disorder, and Health
Ross, C. E., & Mirowsky, J. (2001) · Journal of Health and Social Behavior · doi:10.2307/3090214 · Cited by 1,396 · see citing works
Housing instability and food insecurity as barriers to health care among low-income americans
Kushel, M., Gupta, R., Gee, L., & Haas, J. S. (2005) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2005.00278.x · Cited by 843 · see citing works
Seligman, H. K., Bindman, A. B., Vittinghoff, E., Kanaya, A. M., & Kushel, M. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0192-6 · Cited by 792 · see citing works
Obesogenic environments: exploring the built and food environments
Lake, A. A., & Townshend, T. (2006) · The Journal of the Royal Society for the Promotion of Health · doi:10.1177/1466424006070487 · Cited by 679 · see citing works
The Food Insecurity–Obesity Paradox: A Review of the Literature and the Role Food Stamps May Play
Dinour, L. M., Bergen, D., & Yeh, M. (2007) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2007.08.006 · Cited by 659 · see citing works
Obesity and the Built Environment
Booth, K. M., Pinkston, M. M., & Poston, W. S. C. (2005) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2005.02.045 · Cited by 604 · see citing works
Poverty, food insecurity, and nutritional outcomes in children and adults
Bhattacharya, J., Currie, J. L., & Haider, S. J. (2004) · Journal of Health Economics · doi:10.1016/j.jhealeco.2003.12.008 · Cited by 572 · see citing works
Association Between Fear of Crime and Mental Health and Physical Functioning
Stafford, M., Chandola, T., & Marmot, M. G. (2007) · American Journal of Public Health · doi:10.2105/ajph.2006.097154 · Cited by 555 · see citing works
Nutritional and Health Consequences Are Associated with Food Insecurity among U.S. Elderly Persons
Lee, J. S., & Frongillo, E. A. (2001) · Journal of Nutrition · doi:10.1093/jn/131.5.1503 · Cited by 461 · see citing works
Neighborhoods and health: where are we and were do we go from here?
Roux, A. V. D. (2007) · Revue d Épidémiologie et de Santé Publique · doi:10.1016/j.respe.2006.12.003 · Cited by 442 · see citing works
Proximity of supermarkets is positively associated with diet quality index for pregnancy
LARAIA, B. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2004.03.018 · Cited by 441 · see citing works
Neighborhood Effects on Health: Exploring the Links and Assessing the Evidence
Ellen, I. G., Mijanovich, T., & Dillman, K.-N. (2001) · Journal of Urban Affairs · doi:10.1111/0735-2166.00096 · Cited by 436 · see citing works
Social capital is associated with decreased risk of hunger
Martin, K. S., Rogers, B. L., Cook, J. T., & Joseph, H. M. (2003) · Social Science & Medicine · doi:10.1016/j.socscimed.2003.09.026 · Cited by 336 · see citing works
Neighborhood Characteristics and Hypertension
Mujahid, M. S., Roux, A. V. D., Morenoff, J. D., Raghunathan, T. E., Cooper, R., Ni, H., & Shea, S. (2008) · Epidemiology · doi:10.1097/ede.0b013e3181772cb2 · Cited by 319 · see citing works
Doyle, S., Kelly-Schwartz, A. C., Schlossberg, M., & Stockard, J. (2006) · Journal of the American Planning Association · doi:10.1080/01944360608976721 · Cited by 311 · see citing works
Lee, J. S., & Frongillo, E. (2001) · The Journals of Gerontology Series B · doi:10.1093/geronb/56.2.s94 · Cited by 297 · see citing works
Understanding the Experience of Food Insecurity by Elders Suggests Ways to Improve Its Measurement
Wolfe, W. S., Frongillo, E. A., & Valois, P. (2003) · Journal of Nutrition · doi:10.1093/jn/133.9.2762 · Cited by 234 · see citing works
Individual Weight Change Is Associated with Household Food Security Status
Wilde, P., & Peterman, J. N. (2006) · Journal of Nutrition · doi:10.1093/jn/136.5.1395 · Cited by 214 · see citing works
Exploration of the Relationship Between Household Food Insecurity and Diabetes in Canada
Gucciardi, E., Vogt, J. A., DeMelo, M., & Stewart, D. E. (2009) · Diabetes Care · doi:10.2337/dc09-0823 · Cited by 211 · see citing works
Understanding Food Insecurity in the Elderly: A Conceptual Framework
Wolfe, W. S., Olson, C. M., Kendall, A., et al. (1996) · Journal of Nutrition Education · doi:10.1016/s0022-3182(96)70034-1 · Cited by 175 · see citing works
Food insecurity and cognitive function in Puerto Rican adults
Gao, X., Scott, T. M., Falcón, L. M., Wilde, P., & Tucker, K. L. (2009) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2008.26941 · Cited by 136 · see citing works
Diabetes risk and obesity in food-insecure households in rural Appalachian Ohio.
Holben, D. H., & Pheley, A. M. (2006) · PubMed · Cited by 124 · see citing works
Bengle, R., Sinnett, S., Johnson, T., Johnson, M. A., Brown, A., & Lee, J. S. (2010) · Journal of Nutrition for the Elderly · doi:10.1080/01639361003772400 · Cited by 112 · see citing works
Overview of the Diets of Lower- and Higher-Income Elderly and Their Food Assistance Options
Guthrie, J. F., & Lin, B. (2002) · Journal of Nutrition Education and Behavior · doi:10.1016/s1499-4046(06)60309-6 · Cited by 87 · see citing works
The utilization of local food environments by urban seniors
Morland, K. B., & Filomena, S. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.03.009 · Cited by 35 · see citing works
Duerr, L. (2006) · Journal of Nutrition for the Elderly · doi:10.1300/j052v25n03_09 · Cited by 30 · see citing works
Frongillo, E. A., & Horan, C. M. (2004) · Generations · Cited by 17 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [19]19. Frongillo EA, Valois P, Wolfe WS. Using a concurrent events approach to understand social support and food insecurity among elders. Fam Econ Nutr Rev. 2003; 15: 25-32.
Cited by
Sorted by citations
Stone, B., Amiri, A., Zhao, S., Hamidi, S., Johnson, P., & Bruns, D. (2025) · Healthcare · doi:10.3390/healthcare13192407
“Chung et al. [45] found that people living in walkable communities had a lower risk of food insecurity due to physical limitations.”
- Authors
- Chung, W. T., Gallo, W. T., Giunta, N., Canavan, M. E., Parikh, N. S., & Fahs, M. C.
- Affiliations
- CUNY Graduate School of Public Health and Health Policy (US)
- City University of New York (US)
- Yale University (US)
- Corresponding author
- Gallo, William T.
- Venue
- Journal of Urban Health
- Published
- 2011-12-13
- Volume
- 89
- Issue
- 3
- Pages
- 407-418
- ISSN
- 0028-7091 (ISSN-L)
- 1099-3460
- 1468-2869
- PMC
- PMC3368047
- OpenAlex
- W2046599094
- Cited by
- 111
- References
- 32
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 5 · 2023: 7 · 2022: 16 · 2021: 13 · 2020: 9 · 2019: 6 · 2018: 8 · 2017: 12 · 2016: 7 · 2015: 5 · 2014: 8 · 2013: 4 · 2012: 1
- FWCI
- 7.73
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of Urban Health (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Food Security and Health in Diverse Populations
- Social Sciences › Health › Health disparities and outcomes
- Health Sciences › Health Professions › General Health Professions › Homelessness and Social Issues
- Keywords
- food insecurity, older adults, neighborhood characteristics, perceived safety, social cohesion, walkability, hunger, senior centers, New York City
- MeSH terms
- Aged, Aged, 80 and over, Cross-Sectional Studies, Female, Food Supply, Humans, Hunger, Male, Middle Aged, New York City, Surveys and Questionnaires, Residence Characteristics, Safety, Social Support, Walking, Mobility Limitation
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