Distance to food stores & adolescent male fruit and vegetable consumption: mediation effects
Open accessAbstract
BACKGROUND: The physical environments in which adolescents reside and their access to food stores may influence their consumption of fruit and vegetables. This association could either be direct or mediated via psychosocial variables or home availability of fruit and vegetables. A greater understanding of these associations would aide the design of new interventions. The purpose of this study was to examine associations between distance to food stores and restaurants and fruit and vegetable consumption and the possible mediating role of psychosocial variables and home availability. METHODS: Fruit and vegetable consumption of 204 Boy Scouts was assessed by a food frequency questionnaire in 2003. Participant addresses were geo-coded and distance to different types of food stores and restaurants calculated. Fruit and vegetable preferences, home availability and self-efficacy were measured. Regression models were run with backward deletion of non-significant environmental and psychosocial variables. Mediation tests were performed. RESULTS: Residing further away from a small food store (SFS) (convenience store and drug store) was associated with increased fruit and juice and low fat vegetable consumption. Residing closer to a fast food restaurant was associated with increased high fat vegetable and fruit and juice consumption. Vegetable preferences partially mediated (26%) the relationship between low fat vegetable consumption and distance to the nearest SFS. CONCLUSION: Distance to SFS and fast food restaurants were associated with fruit and vegetable consumption among male adolescents. Vegetable preferences partially mediated the distance to low fat vegetable relationship. More research is needed to elucidate how environmental variables impact children's dietary intake.
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In 2 smaller studies, living closer to a neighborhood convenience store was associated with more healthful dietary habits among women but less healthful dietary habits among adolescent boys.
“In 2 smaller studies, living closer to a neighborhood convenience store was associated with more healthful dietary habits among women285 but less healthful dietary habits among adolescent boys.288”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [288]
Four larger cross-sectional studies found greater accessibility to neighborhood supermarkets was associated with more healthful dietary habits; 1 small cross-sectional study and the only large longitudinal study did not.
“Four larger cross-sectional studies found that greater accessibility to neighborhood supermarkets (presence, number, or distance) was associated with more healthful dietary habits284–287; 1 small cross-sectional study288 and the only large longitudinal study289 did not.”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [288]
Some cross-sectional studies assessed relation of neighborhood full-service restaurants with dietary habits, with generally null results.
“Some cross-sectional studies have assessed the relation of neighborhood full-service restaurants with dietary habits, with generally null results.284,288”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [288]
A few cross-sectional studies assessed relation of neighborhood fast-food restaurants to dietary habits, with generally null results.
“A few cross-sectional studies have assessed the relation of neighborhood fast-food restaurants to dietary habits, with generally null results.284,288,302”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [288]
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Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532 · see citing works
(1985) · Medical Entomology and Zoology · Cited by 19,180 · see citing works
Health Behavior and Health Education: Theory, Research, and Practice
(1992) · Annals of Internal Medicine · doi:10.7326/0003-4819-116-4-350_1 · Cited by 13,211 · see citing works
Journal of personality and social psychology
Armstrong, J. (1988) · International Journal of Forecasting · doi:10.1016/0169-2070(88)90126-4 · Cited by 10,544 · see citing works
CDC growth charts: United States.
Kuczmarski, R. J., Ogden, C. L., Grummer‐Strawn, L. M., Flegal, K. M., Guo, S. S., Wei, R. X., Mei, Z., Curtin, L. R., Roche, A. F., & Johnson, C. L. (2000) · PubMed · Cited by 5,298 · see citing works
Willett, W. C. (1998) · doi:10.1093/acprof:oso/9780195122978.001.0001 · Cited by 4,541 · see citing works
Obesity relationships with community design, physical activity, and time spent in cars
Frank, L. D., Andresen, M. A., & Schmid, T. L. (2004) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.04.011 · Cited by 1,741 · see citing works
The Effects of Climate Change on Cardiac Health
De Blois, J., Kjellstrom, T., Agewall, S., Ezekowitz, J. A., Armstrong, P. W., & Atar, D. (2015) · Cardiology · doi:10.1159/000398787 · Cited by 1,697 · see citing works
Morland, K., Wing, S., & Roux, A. D. (2002) · American Journal of Public Health · doi:10.2105/ajph.92.11.1761 · Cited by 1,289 · see citing works
Epidemiologic evidence of the protective effect of fruit and vegetables on cancer risk
Ríboli, E., & Norat, T. (2003) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/78.3.559s · Cited by 1,173 · see citing works
American Journal of Preventive Medicine
Haynes, M. A., & Last, J. M. (1985) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)31428-4 · Cited by 1,151 · see citing works
Rasmussen, M., Krølner, R. F., Klepp, K., Lytle, L. M., Brug, J., Bere, E. T., & Due, P. (2006) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-3-22 · Cited by 1,096 · see citing works
How individuals, environments, and health behaviors interact: Social cognitive theory.
Perry, C. L., Baranowski, T., & Parcel, G. S. (1990) · Cited by 1,077 · see citing works
Self-citationZenk, S. N., Schulz, A. J., Israel, B. A., James, S. A., Bao, S., & Wilson, M. L. (2005) · American Journal of Public Health · doi:10.2105/ajph.2004.042150 · Cited by 982 · see citing works
Associations of Neighborhood Characteristics With the Location and Type of Food Stores
Moore, L. V., & Roux, A. V. D. (2005) · American Journal of Public Health · doi:10.2105/ajph.2004.058040 · Cited by 926 · see citing works
Epstein, L. H., Gordy, C. C., Raynor, H. A., Beddome, M., KILANOWSKI, C. K., & Paluch, R. A. (2001) · Obesity Research · doi:10.1038/oby.2001.18 · Cited by 657 · see citing works
Rose, D., & Richards, R. (2004) · Public Health Nutrition · doi:10.1079/phn2004648 · Cited by 605 · see citing works
Demographic, familial and trait predictors of fruit and vegetable consumption by pre-school children
Cooke, L. J., Wardle, J., Gibson, E. L., Sapochnik, M., Sheiham, A., & Lawson, M. S. (2004) · Public Health Nutrition · doi:10.1079/phn2003527 · Cited by 572 · see citing works
Environmental influences on energy balance-related behaviors: A dual-process view
Kremers, S. P., de Bruijn, G.-J., Visscher, T. L., van Mechelen, W., de Vries, N. K., & Brug, J. (2006) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-3-9 · Cited by 552 · see citing works
Blanchette, L. M. G., & Brug, J. (2005) · Journal of Human Nutrition and Dietetics · doi:10.1111/j.1365-277x.2005.00648.x · Cited by 525 · see citing works
Developing a reliable audit instrument to measure the physical environment for physical activity
Pikora, T., Bull, F., Jamrozik, K. D., Knuiman, M. W., Giles‐Corti, B., & Donovan, R. (2002) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(02)00498-1 · Cited by 496 · see citing works
Journal of Physical Activity and Health
(2023) · Journal of Physical Activity and Health · doi:10.1123/jpah · Cited by 474 · 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
PSYCHOSOCIAL CORRELATES OF DIETARY INTAKE: Advancing Dietary Intervention
Baranowski, T., Cullen, K. W., & Baranowski, J. (1999) · Annual Review of Nutrition · doi:10.1146/annurev.nutr.19.1.17 · Cited by 426 · see citing works
Self-citationFruit and Vegetable Intake in African Americans
Zenk, S. N., Schulz, A. J., Hollis-Neely, T., Campbell, R. T., Holmes, N., Watkins, G., Nwankwo, R. B., & Odoms‐Young, A. M. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.03.002 · Cited by 373 · see citing works
Fruit, vegetables, and antioxidants in childhood and risk of adult cancer: the Boyd Orr cohort
Maynard, M. J., Gunnell, D., Emmett, P. M., Frankel, S., & Smith, G. D. (2003) · Journal of Epidemiology & Community Health · doi:10.1136/jech.57.3.218 · Cited by 336 · see citing works
Baranowski, T., Baranowski, J. C., Cullen, K. W., Marsh, T., Islam, N. G., Zakeri, I., Honess-Morreale, L., & deMoor, C. (2003) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(02)00570-6 · Cited by 316 · see citing works
Self-citationKlesges, L. M., Baranowski, T., Beech, B. M., Cullen, K. W., Murray, D. M., Rochon, J., & PRATT, C. A. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2003.07.003 · Cited by 301 · see citing works
Self-citationDuncan, M. J., & Mummery, K. W. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2004.06.017 · Cited by 284 · see citing works
Theory as mediating variables: Why aren't community interventions working as desired?
Baranowski, T., Lin, L. S., Wetter, D. W., Resnicow, K., & Hearn, M. D. (1997) · Annals of Epidemiology · doi:10.1016/s1047-2797(97)80011-7 · Cited by 283 · see citing works
Self-citationNational Normative and Reliability Data for the Revised Children's Manifest Anxiety Scale
Reynolds, C. R., & Paget, K. D. (1983) · School Psychology Review · doi:10.1080/02796015.1983.12085047 · Cited by 275 · see citing works
Increasing the Fruit and Vegetable Consumption of Fourth-Graders: Results from the High 5 Project
Reynolds, K. D., Franklin, F. A., Binkley, D., Raczynski, J. M., Harrington, K. F., Kirk, K. A., & Person, S. (2000) · Preventive Medicine · doi:10.1006/pmed.1999.0630 · Cited by 271 · see citing works
The Fun, Food, and Fitness Project (FFFP): the Baylor GEMS pilot study.
Baranowski, T., Baranowski, J. C., Cullen, K. W., Thompson, D. I., Nicklas, T. A., Zakeri, I., & Rochon, J. (2003) · PubMed · Cited by 253 · see citing works
Self-citationThe Role of Availability as a Moderator of Family Fruit and Vegetable Consumption
Kratt, P. P., Reynolds, K. D., & Shewchuk, R. M. (2000) · Health Education & Behavior · doi:10.1177/109019810002700409 · Cited by 233 · see citing works
Braza, M., Shoemaker, W. E., & Seeley, A. (2004) · American Journal of Health Promotion · doi:10.4278/0890-1171-19.2.128 · Cited by 223 · see citing works
North American Industry Classification System (NAICS)
Govoni, N. A. P. (2004) · Dictionary of Marketing Communications · doi:10.4135/9781452229669.n2410 · Cited by 213 · see citing works
Psychosocial predictors of fruit and vegetable consumption among elementary school children
Domel, S. B., Thompson, W. O., Davis, H., Baranowski, T., Leonard, S. B., & Baranowski, J. C. (1996) · Health Education Research · doi:10.1093/her/11.3.299 · Cited by 211 · see citing works
Self-citationChanges in accessibility and preferences predict children's future fruit and vegetable intake
Bere, E. T., & Klepp, K. (2005) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-2-15 · Cited by 176 · see citing works
Kamphuis, C. B. M., van Lenthe, F. J., Giskes, K., Brug, J., & Mackenbach, J. P. (2006) · Health & Place · doi:10.1016/j.healthplace.2006.05.008 · Cited by 161 · see citing works
Measuring Fruit and Vegetable Preferences Among 4th- and 5th-Grade Students
Domel, S. B., Baranowski, T., Davis, H., Leonard, S. B., Riley, P. L., & Baranowski, J. C. (1993) · Preventive Medicine · doi:10.1006/pmed.1993.1078 · Cited by 153 · see citing works
Self-citationFruit and vegetable availability: a micro environmental mediating variable?
Jago, R., Baranowski, T., & Baranowski, J. C. (2007) · Public Health Nutrition · doi:10.1017/s1368980007441441 · Cited by 139 · see citing works
Self-citationMartens, M. K., van Assema, P., & Brug, J. (2005) · Public Health Nutrition · doi:10.1079/phn2005828 · Cited by 125 · see citing works
Wind, M., Bourdeaudhuij, I. D., Velde, S. J. T., Sandvik, C., Due, P., Klepp, K., & Brug, J. (2006) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2006.02.011 · Cited by 125 · see citing works
Krebs‐Smith, S. M., Heimendinger, J., Subar, A. F., Patterson, B. H., & Pivonka, E. (1995) · Journal of Nutrition Education · doi:10.1016/s0022-3182(12)80346-3 · Cited by 123 · see citing works
Fit for Life Boy Scout badge: Outcome evaluation of a troop and Internet intervention
Jago, R., Baranowski, T., Baranowski, J. C., Thompson, D. I., Cullen, K. W., Watson, K., & Liu, Y. (2006) · Preventive Medicine · doi:10.1016/j.ypmed.2005.12.010 · Cited by 119 · see citing works
Self-citationTurrell, G., Blakely, T. A., Patterson, C. M., & Oldenburg, B. F. (2004) · QUT ePrints (Queensland University of Technology) · Cited by 116 · see citing works
Turrell, G., Blakely, T. A., Patterson, C. M., & Oldenburg, B. F. (2004) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2003.011031 · Cited by 114 · see citing works
Comparison of children's dietary intake patterns with US dietary guidelines
Brady, L. M., Lindquist, C., Herd, S. L., et al. (2000) · British Journal Of Nutrition · doi:10.1017/s0007114500001641 · Cited by 104 · see citing works
Observed, GIS, and Self-Reported Environmental Features and Adolescent Physical Activity
Jago, R., Baranowski, T., & Baranowski, J. C. (2006) · American Journal of Health Promotion · doi:10.4278/0890-1171-20.6.422 · Cited by 99 · see citing works
Self-citationEdmonds, J., Baranowski, T., Baranowski, J., Cullen, K. W., & Myres, D. (2001) · Preventive Medicine · doi:10.1006/pmed.2001.0831 · Cited by 96 · see citing works
Self-citationTesting mediating variables in a school-based nutrition intervention program.
Reynolds, K. D., Yaroch, A. L., Franklin, F. A., & Maloy, J. A. (2002) · Health Psychology · doi:10.1037/0278-6133.21.1.51 · Cited by 91 · see citing works
Standards for Environmental Measurement Using GIS: Toward a Protocol for Protocols
Forsyth, A., Schmitz, K. H., Oakes, M., Zimmerman, J., & Koepp, J. (2006) · Journal of Physical Activity and Health · doi:10.1123/jpah.3.s1.s241 · Cited by 66 · see citing works
5 a Day Achievement Badge for African-American Boy Scouts: Pilot Outcome Results
Baranowski, T., Baranowski, J. C., Cullen, K. W., et al. (2002) · Preventive Medicine · doi:10.1006/pmed.2001.0989 · Cited by 61 · see citing works
Self-citationCullen, K. W., Klesges, L. M., Sherwood, N. E., et al. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2003.05.002 · Cited by 58 · see citing works
Self-citationMeasurement of outcomes, mediators, and moderators in behavioral obesity prevention research
Baranowski, T., Klesges, L. M., Cullen, K. W., & Himes, J. H. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2003.12.029 · Cited by 50 · see citing works
Self-citationBaranowski, T. (2006) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2006.03.032 · Cited by 45 · see citing works
Self-citationCullen, K. W., Baranowski, T., Baranowski, J. C., Hebert, D., & de Moor, C. (1999) · Journal of the American College of Nutrition · doi:10.1080/07315724.1999.10718882 · Cited by 45 · see citing works
Self-citation"5 A Day" achievement badge for urban boy scouts: formative evaluation results.
Cullen, K. W., Baranowski, T., Baranowski, J. C., Warnecke, C., de Moor, C., Nwachokor, A., Hajek, R. A., & Jones, L. A. (1998) · PubMed · doi:10.1080/08858199809528538 · Cited by 40 · see citing works
Self-citationFood Consumption Patterns of Elementary Schoolchildren in New York City
Melnik, T. A., Rhoades, S. J., Wales, K. R., et al. (1998) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(98)00040-6 · Cited by 37 · see citing works
Jago, R., Baranowski, T., & Harris, M. (2006) · Journal of Physical Activity and Health · doi:10.1123/jpah.3.2.230 · Cited by 37 · see citing works
Self-citationNYSTROM, A., Schmitz, K. H., Perry, C. K., et al. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2004.05.022 · Cited by 26 · see citing works
Proximity of supermarkets is positively associated with diet quality index for pregnancy
Laraia, B. A. (2004) · Preventive Medicine · doi:10.1016/s0091-7435(04)00176-8 · Cited by 25 · see citing works
Klesges, L. M. (2004) · Preventive Medicine · doi:10.1016/s0091-7435(04)00051-9 · Cited by 16 · see citing works
North American Industry Classification System - A System for the Future
Greife, A. L. (2001) · Applied Occupational and Environmental Hygiene · doi:10.1080/10473220116999 · Cited by 8 · see citing works
Cullen, K. W. (2004) · Preventive Medicine · doi:10.1016/s0091-7435(04)00047-7 · Cited by 5 · see citing works
Self-citationMeasurement of outcomes, mediators, and moderators in behavioral obesity prevention research
Baranowski, T. (2004) · Preventive Medicine · doi:10.1016/s0091-7435(04)00044-1 · Cited by 5 · see citing works
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- Cullen KW Baranowski T Baranowski J Hebert D de Moor C Pilot study of the validity and reliability of brief fruit, juice and vegetable screeners among inner city African-American boys and 17 to 20 year old adults J Am Coll Nutr 1999 18 442 450 10511326
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Caspi, C. E., Sorensen, G., Subramanian, S. V., & Kawachi, I. (2012) · Health & Place · doi:10.1016/j.healthplace.2012.05.006 · Cited by 1,404 · see citing works
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Mozaffarian, D., Afshin, A., Benowitz, N. L., Bittner, V., Daniels, S. R., Franch, H. A., Jacobs, D. R., Kraus, W. E., Kris-Etherton, P. M., Krummel, D. A., et al. (2012) · Circulation · doi:10.1161/cir.0b013e318260a20b · Cited by 601 · see citing works
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- Authors
- Jago, R., Baranowski, T., Baranowski, J. C., Cullen, K. W., & Thompson, D.
- Affiliations
- University of Bristol (GB)
- Baylor College of Medicine (US)
- Corresponding author
- Jago, Russell
- Venue
- International Journal of Behavioral Nutrition and Physical Activity
- Published
- 2007
- Volume
- 4
- Issue
- 1
- Pages
- 35
- ISSN
- 1479-5868 (ISSN-L)
- PMC
- PMC2014759
- OpenAlex
- W2008515501
- Cited by
- 117
- References
- 67
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 4 · 2023: 2 · 2022: 1 · 2021: 5 · 2020: 3 · 2019: 5 · 2018: 6 · 2017: 6 · 2016: 2 · 2015: 6 · 2014: 10 · 2013: 15 · 2012: 14
- FWCI
- 8.36
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- International Journal of Behavioral Nutrition and Physical Activity (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Explore Bristol Research (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Bristol Research (University of Bristol) (submittedVersion)
- Funders
- American Cancer Society
- U.S. Department of Agriculture (58-6250-6001)
- Robert Wood Johnson Foundation
- Texas Children's Hospital
- Agricultural Research Service (58-6250-6-001)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Health Professions › General Health Professions › Food Security and Health in Diverse Populations
- Keywords
- food environment, fruit and vegetable intake, adolescent boys, mediation, vegetable preference, self-efficacy, household food availability, small food stores, fast food restaurants, convenience stores, dietary intake
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