Abstract
Background
Neighborhood environment influences may be particularly important for understanding physical activity (PA) patterns across ethnic subgroups of early adolescent girls.
Purpose
This study examined relationships between neighborhood variables, moderate to vigorous physical activity (MVPA), and active transportation to/from school across African American, Latino American, and White early adolescent girls living in an urban/suburban community in the northwestern U.S.A. Relations between the neighborhood variables across ethnic groups also were examined.
Method
The sample comprised 372 African American, Latino American, and White girls living in the U.S.A. (mean age = 12.06 years; SD = 1.69).
Results
Data were analyzed using multiple-sample structural equation modeling. Results showed that girls’ MVPA was positively related to physical activity facility accessibility and negatively related to age. Active transport was positively related to physical activity facility accessibility, neighborhood walkability, and age, and negatively related to distance to the nearest school and household income.
Conclusions
Findings highlight the importance of both perceived and objective neighborhood influences on girls’ MVPA and active transport. Consistencies in findings across African American, Latino American, and White girls suggest that neighborhood-level PA promotion has the potential for broad impact across all three ethnic groups.
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References
Centers for Disease Control and Prevention. Physical activity for everyone: recommendations. Are there special recommendations for young people? 2005. www.cdc.gov/physicalactivity/everyone/guidelines/index.html. Accessed 14 Apr 2014.
Pate RR, Dowda M, O’Neill JR, Ward DS. Change in physical activity participation among adolescent girls from 8th to 12th grade. J Phys Act Health. 2007;4:3–16.
Ward DS, Dowda M, Trost SG, Felton GM, Dishman RK, Pate RR. Physical activity correlates in adolescent girls who differ by weight status. Obesity. 2006;14:97–105.
Kann L, Kinchen S, Shanklin SL, Flint KH, Hawkins J, Harris WA , et al. Youth risk behavior surveillance—United States, 2013. MMWR. 2014;63:1–168.
Kimm SY, Barton BA, Obarzanek E, McMahon RP, Kronsberg SS, Waclawiw MA, et al. Obesity development during adolescence in a bi-racial cohort: the NHLBI Growth and Health Study. Pediatrics. 2002;110, e54.
Duncan SC, Duncan TE, Strycker LA, Chaumeton NR. A cohort-sequential latent growth model of physical activity from ages 12–17 years. Ann Behav Med. 2007;33:80–9.
Moore JB, Hanes Jr JC, Barbeau P, Gutin B, Trevino RP, Yin Z. Validation of the physical activity questionnaire for older children in children of different races. Pediatric Exerc Sci. 2007;19:6–19.
Sallis JF, Cervero RB, Ascher W, Henderson KA, Kraft MK, Kerr J. An ecological approach to creating active living communities. Annu Rev Public Health. 2006. doi:10.1146/annurev.publhealth.27.021405.102100.
Sallis JF, Floyd MF, Rodriguez DA, Saelens BE. Role of built environments in physical activity, obesity, and cardiovascular disease. Circulation. 2012. doi:10.1161/CIRCULATIONAHA.110.969022.
Stokols D. Establishing and maintaining healthy environments: toward a social ecology of health promotion. Am Psychol. 1992;47:6–22.
Smith A. The impact of additional weekdays of active commuting on children achieving a criterion of 300+ minutes of moderate‐to‐vigorous physical activity. AAESS Conference: Melbourne; 2008.
Johnston LD, Delva J, O’Malley PM. Sports participation and physical education in American secondary schools: current levels and racial/ethnic and socioeconomic disparities. Am J Prev Med. 2007. doi:10.1016/j.amepre.2007.07.015.
Ding D, Sallis JF, Kerr J, Lee S, Rosenberg DE. Neighborhood environment and physical activity among youth—a review. Am J Prev Med. 2011;41:442–55.
Ferdinand A, Sen B, Rahurkar S, Engler S, Menachemi N. The relationship between built environments and physical activity: a systematic review. Am J Public Health. 2012;102:e7–13.
Van Holle V, Deforche B, van Cauwenberg J, Gouber L, Maes L, Van de Weghe N, et al. Relationship between physical environment and different domains of physical activity in European adults: a systematic review. BMC Public Health. 2012. doi:10.1186/1471-2458-12-807.
Krenn PJ, Titze S, Oja P, Jones A, Ogilvie D. Use of global positioning systems to study physical activity and the environment: a systematic review. Am J Prev Med. 2011;41:508–15.
Saelens B, Sallis J, Black J, Chen D. Neighborhood-based differences in physical activity: an environment scale evaluation. Am J Public Health. 2003;93:1552–8.
Duncan SC, Duncan TE, Strycker LA, Chaumeton NR. Neighborhood physical activity opportunity: a multilevel contextual model. Res Q Exercise Sport. 2002;73:457–63.
Sallis JF, Owen N. Ecological models. In: Glanz K, Lewis F, Rimer B, editors. Health behavior and health education: theory, research and practice. San Francisco, CA: Jossey-Bass; 1996. p. 403–24.
Moore LV, Diez Roux AV, Evenson KR, McGinn AP, Brines SJ, Eng M. Availability of recreational resources in minority and low socioeconomic status areas. Am J Prev Med. 2008;34:16–22.
Villanueva K, Giles-Corti B, Bulsara M, McCormack GR, Timperio A, Middleton N, et al. How far do children travel from their homes? Exploring children’s activity spaces in their neighborhood. Health & Place. 2012;18:263–73.
Taylor WC, Lou D. Do all children have places to be active? Disparities in physical activity environments in racial and ethnic minority and lower-income communities. Research Synthesis, Active Living Research. 2011. www.activelivingresearch.org. Accessed 14 Apr 2014.
Chao RK, Otsuki-Clutter M. Racial and ethnic differences: socio-cultural and contextual explanations. J Res Adolesc. 2011;21:47–60.
Garrard J. Active transport: children and young people: an overview of recent evidence. 2009. www.chpcp.org/resources/active_transport_children_and_young_people_final.pdf. Accessed 14 Apr 2014.
Giles-Corti B, Wood G, Pikora T, Learnihan V, Bulsara M, Van Niel K, et al. School site and the potential to walk to school: the impact of street connectivity and traffic exposure in school neighborhoods. Health & Place. 2011; doi:10.1016/j.healthplace.2010.12.011
McDonald NC. Critical factors for active transportation to school among low-income and minority students. Am J Prev Med. 2008. doi:10.1016/j.amepre.2008.01.004.
Rainham DG, Bates CJ, Blanchard CM, Dummer TJ, Kirk SF, Shearer CL. Spatial classification of youth physical activity patterns. Am J Prev Med. 2012;42:e87–96.
Ries AV, Voorhees CC, Roche KM, Gittelsohn J, Yan AF, Astone NM. A quantitative examination of park characteristics related to park use and physical activity among urban youth. J Adolescent Health. 2009;45:S64–70.
Whitt-Glover MC, Taylor WC, Floyd MF, Yore MM, Yancey AK, Matthews CE. Disparities in physical activity and sedentary behaviors among US children and adolescents: prevalence, correlates, and intervention implications. J Public Health Policy. 2009;30:S309–34.
Boslaugh SE, Luke DA, Brownson RC, Naleid KS, Kreuter MW. Perceptions of neighborhood environment for physical activity: is it “who you are” or “where you live”? J Urban Health. 2004;81:671–81.
Martinez SM, Guadalupe XA, Patrick K, Arredondo EM, Roesch S, Elder J. Associated pathways between neighborhood environment, community resource factors and leisure-time physical activity among Mexican-American adults in San Diego, CA. Am J Health Promot. 2012;26(5):281–8.
Sallis JF, McKenzie TL, Conway TL, Elder JP, Prochaska JJ, Brown M, et al. Environmental interventions for eating and physical activity: a randomized controlled trial in middle schools. Am J Prev Med. 2003;24:209–17.
Kelly EB, Parra-Medina D, Pfeiffer KA, Dowda M, Conway TL, Webber LS, et al. Correlates of physical activity in Black, Hispanic and White middle school girls. J Phys Activ Health. 2010;7:184–93.
Nasar JL. Assessing perceptions of environments for active living. Am J Prev Med. 2008;34:357–63.
Freedson P, Pober D, Janz KR. Calibration of accelerometer output for children. Med Sci Sports Exerc. 2005. doi:10.1249/01.mss.0000185658.28284.ba.
Wolff-Hughes DL, Bassett DR, Fitzhugh EC. Population-referenced percentiles for waist-worn accelerometer-derived total activity counts in U.S. youth: 2003–2006 NHANES. PLoS ONE. 2014;9, e115915.
Guagliano JM, Lonsdale C, Kolt GS, Rosenkranz RR, George ES. Increasing girls’ physical activity during a short-term organized youth sport basketball program: a randomized controlled trial. J Sci Med Sport. In press; doi:10.1016/j.jsams.2015.01.014
Trost SG, Loprinzi PD, Moore R, Pfeiffer KA. Comparison of accelerometer cut points for predicting activity intensity in youth. Med Sci Sports Exerc. 2011. doi:10.1249/MSS.0b013e318206476e.
Colley RC, Garriguet D, Janssen I, Craig CL, Clarke J, Tremblay MS. Physical activity of Canadian children and youth: accelerometer results from the 2007 to 2009 Canadian Health Measures Survey. Health Rep. 2011;22:15–23.
Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR, et al. Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol. 2008. doi:10.1093/aje/kwm390.
Troiano RP, Berrigan D, Dodd KW, Masse LC, Tilert T, McDowell M. Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc. 2008. doi:10.1249/mss.0b013e31815a51b3.
Aneshensel CS, Sucoff CA. The neighborhood context of adolescent mental health. J Health Soc Behav. 1996. doi:10.2307/2137258.
Martin JJ, McCaughtry N. Using social cognitive theory to predict physical activity in inner city African American school children. J Sport Exerc Psychol. 2008;30:378–91.
Romero AJ. Low-income neighborhood barriers and resources for adolescents’ physical activity. J Adolescent Health. 2005; doi:10.1016/j.jadohealth.2004.02.027
ESRI. ArcGIS desktop, release 10. Redlands, CA: Environmental Systems Research Institute; 2011.
Van Loon J, Frank, LD, Nettlefold, L, Naylor, PJ. Youth physical activity and the neighborhood environment: examining correlates and the role of neighborhood definition. Soc Sci Med. 2014; doi:10.1016/j.socscimed.2013.12.013
Bentler PM. EQS 6 structural equations program manual. Encino, CA: Multivariate Software; 2005.
Duncan TE, Duncan SC, Strycker LA. An introduction to latent variable growth curve modeling: concepts, issues, and applications. 2nd ed. Mahwah, NJ: Lawrence Erlbaum Associates; 2006.
Muthén LK, Muthén BO. Mplus user’s guide. 6th ed. Los Angeles, CA: Muthén & Muthén; 1998–2011.
Pont K, Ziviani J, Wadley D, Bennett S, Abbott R. Environmental correlates of children’s active transportation: a systematic literature review. Health & Place. 2009;15:849–62.
Scott MM, Evenson KR, Cohen DA, Cox CE. Comparing perceived and objectively measured access to recreational facilities as predictors of physical activity in adolescent girls. J Urban Health. 2007;84:346–59.
Treuth MS, Schmitz K, Catellier DJ, McMurray RG, Murray D, Almeida MJ, et al. Defining accelerometer thresholds for activity intensities in adolescent girls. Med Sci Sports Exerc. 2004;36:1259–66.
Hennessy E, Hughes SO, Goldberg JP, Hyatt RR, Economos CD. Parent–child interactions and objectively measured child physical activity: a cross-sectional study. Int J Behav Nutr Phys Act. 2010. doi:10.1186/1479-5868-7-71.
Lee C, Li L. Demographic, physical activity, and route characteristics related to school transportation: an exploratory study. Am J Health Promot. 2014. doi:10.4278/ajhp.130430-QUAN-211.
Whitt-Glover MC, Taylor WC, Heath GW, Macera CA. Self-reported physical activity among Blacks. Am J Prev Med. 2007;33:412–7.
Acknowledgments
This study was supported by grant HD059870 from the National Institute of Child Health and Human Development (NICHD). The opinions expressed are those of the authors and do not represent views of the NICHD.
Compliance with Ethical Standards
All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000. Informed consent was obtained from all individual participants included in the study.
Conflict of Interest
The authors declare that they have no conflict of interest.
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Duncan, S.C., Strycker, L.A., Chaumeton, N.R. et al. Relations of Neighborhood Environment Influences, Physical Activity, and Active Transportation to/from School across African American, Latino American, and White Girls in the United States. Int.J. Behav. Med. 23, 153–161 (2016). https://doi.org/10.1007/s12529-015-9508-9
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DOI: https://doi.org/10.1007/s12529-015-9508-9