Abstract
Healthy diet, physical activity, smoking, and adequate weight gain are all associated with maternal health and fetal growth during pregnancy. Neighborhood characteristics have been associated with poor maternal and child health outcomes, yet conceptualization of potential mechanisms are still needed. Unique information captured by neighborhood inventories, mostly conducted in northern US and Canadian urban areas, has been shown to reveal important aspects of the community environment that are not captured by the demographic quantities in census data. This study used data from the Pregnancy, Nutrition, and Infection (PIN) prospective cohort study to estimate the influences of individual-level and neighborhood-level characteristics on health behaviors and adequacy of weight gain during pregnancy. Women who participated in the PIN study and who resided in Raleigh, North Carolina and its surrounding suburbs were included (n=703). Results from a neighborhood data collection inventory identified three social constructs, physical incivilities, territoriality, and social spaces, which were hypothesized to influence maternal health behaviors. The physical incivility scale was associated with decreased odds (adjusted OR=0.74, 95%CI=0.57, 0.98) in participating in vigorous leisure activity before pregnancy after controlling for several individual confounders, and a crude association for decreased odds of excessive weight gain (OR=0.79, 95%CI=0.64, 0.98). The social spaces scale was associated with decreased odds for inadequate (adjusted OR=0.74, 95%CI=0.56, 0.98) and excessive (adjusted OR=0.69, 95%CI=0.54, 0.98) gestational weight gain. The social spaces scale was also associated with decreased odds of living greater than 3 miles from a supermarket (adjusted OR=0.03, 95%CI=0.00, 0.27). Territoriality was not associated with any pregnancy-related health behavior. None of the neighborhood constructs were associated with smoking or diet quality. Physical incivilities and social spaces neighborhood characteristics may be important to measure to improve our understanding of the potential mechanisms through which neighborhood environments influence health.
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References
Olson CM, Strawderman MS, Hinton PS, Pearson TA. Gestational weight gain and postpartum behaviors associated with weight change from early pregnancy to 1 y postpartum. Int J Obes. 2003;27:117–127.
Carmichael S, Abrams B, Selvin S. The pattern of maternal weight gain in women with good pregnancy outcomes. Am J Public Health. 1997;87:1984–1988.
Yen J, Shelton JA. Increasing prepregnancy body mass index: Analysis of trends and contributing variables. Obstet Gynecol. 2005;193:1994–1998.
Lu GC, Rouse DJ, DuBard M, Cliver S, Kimberlin D, Hauth JC. The effect of the increasing prevalence of maternal obesity on perinatal morbidity. Am J Obstet Gynecol. 2001;185:845–849.
Villamor E, Cnattingius S. Interpregnancy weight change and risk of adverse pregnancy outcomes: a population-based study. Lancet. 2006;368:1164–1170.
Clapp J III, Little K. Effect of recreational exercise on pregnancy weight gain and subcutaneous fat deposition. Med Sci Sports Exerc. 1995;27:170–177.
Zhang C, Solomon CG, Manson JE, Hu FB. A prospective study of pregravid physical activity and sedentary behaviors in relation to the risk for gestational diabetes mellitus. Arch Intern Med. 2006;166:543–548.
Dempsey JC, Sorensen TK, Williams MA, et al. Prospective study of gestational diabetes mellitus risk in relation to maternal recreational physical activity before and during pregnancy. Am J Epidemiol. 2004;159:663–670.
Dempsey JC, Butler CL, Sorensen TK, et al. A case-control study of maternal recreational physical activity and risk of gestational diabetes mellitus. Diabetes Res Clin Pract. 2004;66:203–215.
Saftlas AF, Logsden-Sackett N, Wang W, Woolson R, Bracken MB. Work, leisure-time physical activity, and risk of preeclampsia and gestational hypertension. Am J Epidemiol. 2004;160:758–765.
Sorensen TK, Williams MA, Lee IM, Dashow EE, Thompson ML, Luthy DA. Recreational physical activity during pregnancy and risk of preeclampsia. Hypertension. 2003;41:1273–1280.
Petersen AM, Leet TL, Brownson RC. Correlates of physical activity among pregnant women in the United States. Med Sci Sports Exerc. 2005;37:1748–1753.
Evenson KR, Savitz DA, Huston SL. Leisure-time physical activity among pregnant women in the US. Paediatr Perinat Epidemiol. 2004;18:400–407.
Ning Y, Williams MA, Dempsey JC, Sorensen TK, Frederick IO, Luthy DA. Correlates of recreational physical activity in early pregnancy. J Matern Fetal Neonatal Med. 2003;13:385–393.
Schmidt MD, Freedson PS, Pekow P, Roberts D, Sternfeld B, Chasan-Taber L. Validation of the Kaiser Physical Activity Survey in pregnant women. Med Sci Sports Exerc. 2006;38:42–50.
Bodnar LM, Siega-Riz AM. A Diet Quality Index for Pregnancy captures variation in diet and differences in sociodemographic characteristics. Public Health Nutr. 2002;5:801–809.
Laraia BA, Bodnar LM, Siega-Riz AM. Pregravid BMI is negatively associated with diet quality during pregnancy. Public Health Nutr. 2007;19:1–7.
Dubois L, Girard M. Determinants of birthweight inequalities: population-based study. Pediatr Int. 2006;48:470–478.
Raatikainen K, Huurinainen P, Heinonen S. Smoking in early gestation or through pregnancy: a decision crucial to pregnancy outcome. Prev Med. 2007;44:59–63.
Ahern J, Pickett K, Selvin S, Abrams B. Preterm birth among African American and white women: a multilevel analysis of socioeconomic characteristics and cigarette smoking. J Epidemiol Community Health. 2003;57:606–611.
Shah NR, Bracken MB. A systematic review and meta-analysis of prospective studies on the association between maternal cigarette smoking and preterm delivery. Am J Obstet Gynecol. 2000;182:465–472.
Rolett A, Kiely JL. Maternal sociodemographic characteristics as risk factors for preterm birth in twins versus singletons. Paediatr Perinat Epidemiol. 2000;14:211–218.
Chiolero A, Jacot-Sadowski I, Faeh D, Paccaud F, Cornuz J. Association of cigarettes smoked daily with obesity in a general adult population. Obesity (Silver Spring). 2007;15:1311–1318.
Williamson D, Serdula M, Kendnick J, Binkin N. Comparing the prevalence of smoking in pregnant and non-pregnant women, 1985 to 1986. JAMA. 1989;261:70–74.
Mullen PD. Maternal smoking during pregnancy and evidence-based intervention to promote cessation. Prim Care. 1999;26:577–589.
LeClere FB, Wilson JB. Smoking behavior of recent mothers, 18–44 years of age, before and after pregnancy: United States, 1990. Adv Data. 1997;288:1–11.
Mathews TJ. Smoking during pregnancy in the 1990s. Natl Vital Stat Rep. 2001;49:1–14.
Ventura SJ, Hamilton BE, Mathews TJ, Chandra A. Trends and variations in smoking during pregnancy and low birth weight: evidence from the birth certificate, 1990–2000. Pediatrics. 2003;111:1176–1180.
Pickett KE, Wakschlag LS, Dai L, Leventhal BL. Fluctuations of maternal smoking during pregnancy. Obstet Gynecol. 2003;101:140–147.
Yen IH, Kaplan GA. Poverty area residence and changes in physical activity level: evidence from the Alameda County Study. Am J Public Health. 1998;88:1709–1712.
Ross C. Walking, exercising, and smoking: does neighborhood matter? Soc Sci Med. 2000;51:265–274.
Boslaugh SE, Luke DA, Brownson R, Naleid K, Kreuter M. Perceptions of neighborhood environment for physical activity: is it “who you are” or “where you live” J Urban Health. 2004;81:671–681.
Moore LV, Diez Roux AV. Associations of neighborhood characteristics with the location and type of food stores. Am J Public Health. 2006;96:325–331.
Laraia BA, Siega-Riz AM, Kaufman JS, Jones A. Proximity of supermarkets is positively associated with diet quality index for pregnancy (DQI-P). Prev Med. 2004;39:869–875.
Stimpson JP, Ju H, Raji MA, Eschbach K. Neighborhood deprivation and health risk behaviors in NHANES III. Am J Health Behav. 2007;31:215–222.
Giskes K, van Lenthe FJ, Turrell G, Brug J, Mackenbach JP. Smokers living in deprived areas are less likely to quit: a longitudinal follow-up. Tob Control. 2006;15:485–488.
Pickett KE, Ahern JE, Selvin S, Abrams B. Neighborhood socioeconomic status, maternal race and preterm delivery: a case-control study. Ann Epidemiol. 2002;12:410–418.
Laraia BA, Messer LC, Kaufman JS, et al. Direct observation of neighborhood attributes in an urban area of the US south; characterizing the social context of pregnancy. Int J Health Geogr. 2006;5(1):11.
Boarnet MG, Day K, Alfonzo M, Forsyth A, Oakes M. The Irvine-Minnesota Inventory to measure built environment: reliability tests. Am J Prev Med. 2006;30:153–159.
Day K, Boarnet M, Alfonzo M, Forsyth A. The Irvine-Minnesota Inventory to measure built environments: development. Am J Prev Med. 2006;30:144–152.
Hoehner C, Brennan Ramirez L, Elliott M, Handy S, Brownson R. Perceived and objective environmental measures and physical activity among urban adults. Am J Prev Med. 2005;28:105–116.
Gauvin L, Richard L, Craig CL, et al. From walkability to active living potential: An “ecometric” validation study. Am J Prev Med. 2005;28:126–133.
Pikora T, Bull F, Jamrozik K, Knuiman M, Giles-Corti B, Donovan R. Developing a reliable audit instrument to measure the physical environment for physical activity. Am J Prev Med. 2002;23:187–194.
Caughy MO, O’Campo PJ, Patterson J. A brief observational measure for urban neighborhoods. Health Place. 2001;7:225–236.
Savitz DM, Dole N, Williams J, et al. Determinants of participation in an epidemiological study of preterm delivery. Paediatr Perinat Epidemiol. 1999;13:114–125.
Ainsworth B, Haskell W, Whitt M, et al. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc. 2000;32(9 Suppl):498–516.
Stevens-Simon C, Roghmann K, Mcanarney E. Relationship of self-reported prepregnant weight and weight gain during pregnancy to maternal body habitus and age. J Am Diet Assoc. 1992;92:85–87.
Institute of Medicine. Nutrition During Pregnancy. Part I, Weight Gain. Washington, DC: National Academy Press; 1990.
Krieger N, Chen JT, Waterman PD, Soobader M-J, Subramanian SV, Caron R. Choosing area based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the Public Health Disparities Geocoding Project (US). J Epidemiol Community Health. 2003;57:186–199.
Perkins DD, Meeks JW, Taylor RB. The physical environment of street blocks and resident perceptions of crime and disorder: implications for theory and measurement. J Environ Psychol. 1992;12:21–34.
Taylor RB, Shumaker SA, Gottfredson SD. Neighborhood-level links between physical features and local sentiments: deterioration, fear of crime, and confidence. Journal of Architecture and Planning Research. 1985;2:261–275.
Williams RL. A note on robust variance estimation for cluster-correlated data. Biometrics. 2000;56:645–646.
Rogers WH. Regression standard errors in clustered samples. Stata Technical Bulletin. 1993;13:19–23.
Stata/SE 8.2 for Windows, StataCorp LP, College Station, TX.
Clarke LL, Farmer FL, Miller MK. Structural determinants of infant mortality in metropolitan and nonmetropolitan America. Rural Sociol. 1994;59:84–99.
Dole N, Savitz DA, Hertz-Picciotto I, Siega-Riz AM, McMahon MJ, Buekens P. Maternal stress and preterm birth. Am J Epidemiol. 2003;157:14–24.
Dole N, Savitz, DA, Siega-Riz AM, Hertz-Picciotto I, McMahon MJ, Buekens P. Psychosocial factors and preterm birth among African American and White women in central North Carolina. Am J Public Health. 2004;94:1358–1365.
Humpel N, Marshall AL, Leslie E, Bauman A, Owen N. Changes in neighborhood walking are related to changes in perceptions of environment attributes. Ann Behav Med. 2004;27:60–67.
Sampson RJ. The neighborhood context of well-being. Perspect Biol Med. 2003;46(3 Suppl):S53–64.
Acknowledgements
We could not have carried out this data collection effort without the greatly appreciated work and assistance given to us by the Carolina Population Center’s Spatial Analysis Unit and by James Terry. We greatly appreciate the cooperation and support of all study staff members, prenatal care providers, and particularly the women who participated in this study. This study was supported by the cooperative agreement ASPH/CDC project S1099-19/21 “Community-level Social Influences on Preterm Birth” and by grants HD28684 and HD28684A from the National Institute of Child Health and Human Development, National Institutes of Health; funding from the National Institutes of Health, General Clinical Research Centers program of the Division of Research Resources (grant no. RR00046); cooperative agreements S455/16-17 through the Association of Schools of Public Health/Centers for Disease Control and Prevention, and U64/CCU412273 through the Centers for Disease Control and Prevention; and funds from the Wake Area Health Education Center in Raleigh, North Carolina.
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Laraia is with the Division of Prevention Sciences, University of California, Center for Health and Community, San Francisco, CA, USA; Messer is with the Human Studies Division, U.S. EPA/NHEERL, Research Triangle Park, NC, USA; Evenson and Kaufman are with the Department of Epidemiology, School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Laraia, B., Messer, L., Evenson, K. et al. Neighborhood Factors Associated with Physical Activity and Adequacy of Weight Gain During Pregnancy. J Urban Health 84, 793–806 (2007). https://doi.org/10.1007/s11524-007-9217-z
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DOI: https://doi.org/10.1007/s11524-007-9217-z