Skip to main content
Top
Published in: BMC Public Health 1/2012

Open Access 01-12-2012 | Research article

Health-related behavior as a mechanism behind the relationship between neighborhood social capital and individual health - a multilevel analysis

Authors: Sigrid M Mohnen, Beate Völker, Henk Flap, Peter P Groenewegen

Published in: BMC Public Health | Issue 1/2012

Login to get access

Abstract

Background

Although various studies have found a positive association between neighborhood social capital and individual health, the mechanism explaining this direct effect is still unclear. Neighborhood social capital is the access to resources that are generated by relationships between people in a friendly, well-connected and tightly knit neighborhood community. We expect that the resources generated by cohesive neighborhoods support and influence health -improving behaviors in daily life. We identify five different health-related behaviors that are likely to be affected by neighborhood social capital and test these behaviors separately as mediators.

Methods

The data set pertaining to individual health was taken from the 'health interview' in the 'Second Dutch national survey of general practice' (DNSGP-2, 2002). We combine these individual-level data with data from the 'Dutch housing demand survey' (WBO, 1998 and WoON, 2002) and statistical register information (1995-1999). Per neighborhood 29 WBO respondents, on average, had answered questions regarding social capital in their neighborhood. These variables have been aggregated to the neighborhood level by an ecometric methodology. In the main analysis, in which we tested the mediation, multilevel (ordered) logistic regressions were used to analyze 9253 adults (from the DNSGP-2 data set) from 672 Dutch neighborhoods. In the Netherlands, on average, neighborhoods (4-digit postcodes) comprise 4,000 inhabitants at highly variable population densities. Individual- and neighborhood-level controls have been taken into account in the analyses.

Results

In neighborhoods with a high level of social capital, people are more physically active and more likely to be non-smokers. These behaviors have positive effects on their health. The direct effect of neighborhood social capital on health is significantly and strongly reduced by physical activity. This study does not support nutrition and sleep habits or moderate alcohol intake as possible explanations of the effects of neighborhoods on health.

Conclusions

This study is one of the first to test a mechanism explaining much of the direct effect of small-area social capital on individual health. Neighborhood interventions might be most successful at improving health if they stimulate both social interaction and physical activity.
Appendix
Available only for authorised users
Literature
1.
go back to reference Van Hooijdonk C, Droomers M, Deerenberg IM, Mackenbach JP, Kunst AE: The diversity in associations between community social capital and health per health outcome, population group and location studied. Int J Epidemiol. 2008, 37 (6): 1384-1392. 10.1093/ije/dyn181.CrossRefPubMed Van Hooijdonk C, Droomers M, Deerenberg IM, Mackenbach JP, Kunst AE: The diversity in associations between community social capital and health per health outcome, population group and location studied. Int J Epidemiol. 2008, 37 (6): 1384-1392. 10.1093/ije/dyn181.CrossRefPubMed
2.
go back to reference Mohnen SM, Groenewegen PP, Völker B, Flap H: Neighborhood social capital and individual health. Soc Sci Med. 2011, 72 (5): 660-667. 10.1016/j.socscimed.2010.12.004.CrossRefPubMed Mohnen SM, Groenewegen PP, Völker B, Flap H: Neighborhood social capital and individual health. Soc Sci Med. 2011, 72 (5): 660-667. 10.1016/j.socscimed.2010.12.004.CrossRefPubMed
3.
go back to reference Poortinga W: Social relations or social capital? Individual and community health effects of bonding social capital. Soc Sci Med. 2006, 63 (1): 255-270. 10.1016/j.socscimed.2005.11.039.CrossRefPubMed Poortinga W: Social relations or social capital? Individual and community health effects of bonding social capital. Soc Sci Med. 2006, 63 (1): 255-270. 10.1016/j.socscimed.2005.11.039.CrossRefPubMed
4.
go back to reference Poortinga W: Do health behaviors mediate the association between social capital and health?. Prev Med. 2006, 43 (6): 488-493. 10.1016/j.ypmed.2006.06.004.CrossRefPubMed Poortinga W: Do health behaviors mediate the association between social capital and health?. Prev Med. 2006, 43 (6): 488-493. 10.1016/j.ypmed.2006.06.004.CrossRefPubMed
5.
go back to reference Wen M, Browning CR, Cagney KA: Poverty, affluence, and income inequality: neighborhood economic structure and its implications for health. Soc Sci Med. 2003, 57 (5): 843-860. 10.1016/S0277-9536(02)00457-4.CrossRefPubMed Wen M, Browning CR, Cagney KA: Poverty, affluence, and income inequality: neighborhood economic structure and its implications for health. Soc Sci Med. 2003, 57 (5): 843-860. 10.1016/S0277-9536(02)00457-4.CrossRefPubMed
6.
go back to reference Coleman JS: Social capital in the creation of human capital. AJS. 1988, 94: S95-S120. Coleman JS: Social capital in the creation of human capital. AJS. 1988, 94: S95-S120.
7.
go back to reference Harpham T, Grant E, Thomas E: Measuring social capital within health surveys: key issues. Health Policy Plan. 2002, 17 (1): 106-111. 10.1093/heapol/17.1.106.CrossRefPubMed Harpham T, Grant E, Thomas E: Measuring social capital within health surveys: key issues. Health Policy Plan. 2002, 17 (1): 106-111. 10.1093/heapol/17.1.106.CrossRefPubMed
8.
go back to reference Hawe P, Shiell A: Social capital and health promotion: a review. Soc Sci Med. 2000, 51 (6): 871-885. 10.1016/S0277-9536(00)00067-8.CrossRefPubMed Hawe P, Shiell A: Social capital and health promotion: a review. Soc Sci Med. 2000, 51 (6): 871-885. 10.1016/S0277-9536(00)00067-8.CrossRefPubMed
9.
go back to reference Taylor SE, Repetti RL, Seeman T: Health psychology: what is an unhealthy environment and how does it get under the skin?. Annu Rev Psychol. 1997, 48: 411-447. 10.1146/annurev.psych.48.1.411.CrossRefPubMed Taylor SE, Repetti RL, Seeman T: Health psychology: what is an unhealthy environment and how does it get under the skin?. Annu Rev Psychol. 1997, 48: 411-447. 10.1146/annurev.psych.48.1.411.CrossRefPubMed
10.
go back to reference Baron RM, Kenny DA: The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol. 1986, 51 (6): 1173-1182.CrossRefPubMed Baron RM, Kenny DA: The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol. 1986, 51 (6): 1173-1182.CrossRefPubMed
11.
go back to reference Lindström M: Social capital and the miniaturization of community among daily and intermittent smokers: a population-based study. Prev Med. 2003, 36 (2): 177-184. 10.1016/S0091-7435(02)00049-X.CrossRefPubMed Lindström M: Social capital and the miniaturization of community among daily and intermittent smokers: a population-based study. Prev Med. 2003, 36 (2): 177-184. 10.1016/S0091-7435(02)00049-X.CrossRefPubMed
12.
go back to reference Patterson JM, Eberly LE, Ding Y, Hargreaves M: Associations of smoking prevalence with individual and area level social cohesion. J Epidemiol Community Health. 2004, 58 (8): 692-697. 10.1136/jech.2003.009167.CrossRefPubMedPubMedCentral Patterson JM, Eberly LE, Ding Y, Hargreaves M: Associations of smoking prevalence with individual and area level social cohesion. J Epidemiol Community Health. 2004, 58 (8): 692-697. 10.1136/jech.2003.009167.CrossRefPubMedPubMedCentral
13.
go back to reference Weitzman ER, Chen YY: Risk modifying effect of social capital on measures of heavy alcohol consumption, alcohol abuse, harms, and secondhand effects: national survey findings. J Epidemiol Community Health. 2005, 59 (4): 303-309. 10.1136/jech.2004.024711.CrossRefPubMedPubMedCentral Weitzman ER, Chen YY: Risk modifying effect of social capital on measures of heavy alcohol consumption, alcohol abuse, harms, and secondhand effects: national survey findings. J Epidemiol Community Health. 2005, 59 (4): 303-309. 10.1136/jech.2004.024711.CrossRefPubMedPubMedCentral
14.
go back to reference Blomgren J, Martikainen P: The effects of regional characteristics on alcohol-related mortality-a register-based multilevel analysis of 1.1 million men. Soc Sci Med. 2004, 58 (12): 2523-2535. 10.1016/j.socscimed.2003.09.027.CrossRefPubMed Blomgren J, Martikainen P: The effects of regional characteristics on alcohol-related mortality-a register-based multilevel analysis of 1.1 million men. Soc Sci Med. 2004, 58 (12): 2523-2535. 10.1016/j.socscimed.2003.09.027.CrossRefPubMed
15.
go back to reference Wendel-Vos GCW, Van Hooijdonk C, Uitenbroek D, Agyemang C, Lindeman EM, Droomers M: Environmental attributes related to walking and bicycling at the individual and contextual level. J Epidemiol Community Health. 2009, 62: 689-694.CrossRef Wendel-Vos GCW, Van Hooijdonk C, Uitenbroek D, Agyemang C, Lindeman EM, Droomers M: Environmental attributes related to walking and bicycling at the individual and contextual level. J Epidemiol Community Health. 2009, 62: 689-694.CrossRef
16.
go back to reference Ball K, Cleland VJ, Timperio AF, Salmon J, Giles-Corti B, Crawford DA: Love thy neighbour? Associations of social capital and crime with physical activity amongst women. Soc Sci Med. 2010, 71 (4): 807-814. 10.1016/j.socscimed.2010.04.041.CrossRefPubMed Ball K, Cleland VJ, Timperio AF, Salmon J, Giles-Corti B, Crawford DA: Love thy neighbour? Associations of social capital and crime with physical activity amongst women. Soc Sci Med. 2010, 71 (4): 807-814. 10.1016/j.socscimed.2010.04.041.CrossRefPubMed
17.
go back to reference Fisher KJ, Li F, Michael Y, Cleveland M: Neighborhood-level influences on physical activity among older adults: a multilevel analysis. J Aging Phys Act. 2004, 12 (1): 45-63.PubMed Fisher KJ, Li F, Michael Y, Cleveland M: Neighborhood-level influences on physical activity among older adults: a multilevel analysis. J Aging Phys Act. 2004, 12 (1): 45-63.PubMed
18.
go back to reference Aarts MJ, Wendel-Vos W, Van Oers HAM, Van de Goor IAM, Schuit AJ: Environmental determinants of outdoor play in children: a large-scale cross-sectional study. Am J Prev Med. 2010, 39 (3): 212-219. 10.1016/j.amepre.2010.05.008.CrossRefPubMed Aarts MJ, Wendel-Vos W, Van Oers HAM, Van de Goor IAM, Schuit AJ: Environmental determinants of outdoor play in children: a large-scale cross-sectional study. Am J Prev Med. 2010, 39 (3): 212-219. 10.1016/j.amepre.2010.05.008.CrossRefPubMed
19.
go back to reference Cradock AL, Kawachi I, Colditz GA, Gortmaker SL, Buka SL: Neighborhood social cohesion and youth participation in physical activity in Chicago. Soc Sci Med. 2009, 68 (3): 427-435. 10.1016/j.socscimed.2008.10.028.CrossRefPubMed Cradock AL, Kawachi I, Colditz GA, Gortmaker SL, Buka SL: Neighborhood social cohesion and youth participation in physical activity in Chicago. Soc Sci Med. 2009, 68 (3): 427-435. 10.1016/j.socscimed.2008.10.028.CrossRefPubMed
20.
go back to reference Hume C, Jorna M, Arundell L, Saunders J, Crawford D, Salmon J: Are children's perceptions of neighbourhood social environments associated with their walking and physical activity?. J Sci Med Sport. 2009, 12: 637-641. 10.1016/j.jsams.2008.07.006.CrossRefPubMed Hume C, Jorna M, Arundell L, Saunders J, Crawford D, Salmon J: Are children's perceptions of neighbourhood social environments associated with their walking and physical activity?. J Sci Med Sport. 2009, 12: 637-641. 10.1016/j.jsams.2008.07.006.CrossRefPubMed
21.
go back to reference Singh GK, Kogan MD, Siahpush M, Van Dyck PC: Independent and joint effects of socioeconomic, behavioral, and neighborhood characteristics on physical inactivity and activity levels among US children and adolescents. J Community Health. 2008, 33 (4): 206-216. 10.1007/s10900-008-9094-8.CrossRefPubMed Singh GK, Kogan MD, Siahpush M, Van Dyck PC: Independent and joint effects of socioeconomic, behavioral, and neighborhood characteristics on physical inactivity and activity levels among US children and adolescents. J Community Health. 2008, 33 (4): 206-216. 10.1007/s10900-008-9094-8.CrossRefPubMed
22.
go back to reference Carver A, Salmon J, Campbell K, Baur L, Garnett S, Crawford D: How do perceptions of local neighborhood relate to adolescents' walking and cycling?. AJHP. 2005, 20 (2): 139-147.PubMed Carver A, Salmon J, Campbell K, Baur L, Garnett S, Crawford D: How do perceptions of local neighborhood relate to adolescents' walking and cycling?. AJHP. 2005, 20 (2): 139-147.PubMed
23.
go back to reference Kamphuis CBM, Van Lenthe FJ, Giskes K, Huisman M, Brug J, Mackenbach JP: Socioeconomic status, environmental and individual factors, and sports participation. Med Sci Sports Exerc. 2008, 40 (1): 71-81. 10.1249/mss.0b013e318158e467.CrossRefPubMed Kamphuis CBM, Van Lenthe FJ, Giskes K, Huisman M, Brug J, Mackenbach JP: Socioeconomic status, environmental and individual factors, and sports participation. Med Sci Sports Exerc. 2008, 40 (1): 71-81. 10.1249/mss.0b013e318158e467.CrossRefPubMed
24.
go back to reference Mohan J, Twigg L, Barnard S, Jones K: Social capital, geography and health: a small-area analysis for England. Soc Sci Med. 2005, 60 (6): 1267-1283. 10.1016/j.socscimed.2004.06.050.CrossRefPubMed Mohan J, Twigg L, Barnard S, Jones K: Social capital, geography and health: a small-area analysis for England. Soc Sci Med. 2005, 60 (6): 1267-1283. 10.1016/j.socscimed.2004.06.050.CrossRefPubMed
25.
go back to reference Hystad P, Carpiano RM: Sense of community-belonging and health-behaviour change in Canada. J Epidemiol Community Health. 2010, Published Online First: 14 October 2010. doi:10.1136/jech.2009.103556 Hystad P, Carpiano RM: Sense of community-belonging and health-behaviour change in Canada. J Epidemiol Community Health. 2010, Published Online First: 14 October 2010. doi:10.1136/jech.2009.103556
26.
go back to reference Simon JG, De Boer JB, Joung IMA, Bosma H, Mackenbach JP: How is your health in general? A qualitative study on self-assessed health. Eur J Public Health. 2005, 15 (2): 200-208. 10.1093/eurpub/cki102.CrossRefPubMed Simon JG, De Boer JB, Joung IMA, Bosma H, Mackenbach JP: How is your health in general? A qualitative study on self-assessed health. Eur J Public Health. 2005, 15 (2): 200-208. 10.1093/eurpub/cki102.CrossRefPubMed
27.
go back to reference Idler EL, Benyamini Y: Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav. 1997, 38: 21-37. 10.2307/2955359.CrossRefPubMed Idler EL, Benyamini Y: Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav. 1997, 38: 21-37. 10.2307/2955359.CrossRefPubMed
28.
go back to reference Bandura A: Social Learning Theory. 1977, Englewood Cliffs: Prentice-Hall Bandura A: Social Learning Theory. 1977, Englewood Cliffs: Prentice-Hall
29.
go back to reference Bandura A: Social Foundations of Thought and Action: A Social Cognitive Theory. 1986, Englewood Cliffs: Prentice-Hall Bandura A: Social Foundations of Thought and Action: A Social Cognitive Theory. 1986, Englewood Cliffs: Prentice-Hall
30.
go back to reference Hammer M: 'Core' and 'extended' social networks in relation to health and illness. Soc Sci Med. 1983, 17 (7): 405-411. 10.1016/0277-9536(83)90344-1.CrossRefPubMed Hammer M: 'Core' and 'extended' social networks in relation to health and illness. Soc Sci Med. 1983, 17 (7): 405-411. 10.1016/0277-9536(83)90344-1.CrossRefPubMed
31.
go back to reference Belloc NB, Breslow L: Relationship of physical health status and health practices. Prev Med. 1972, 1 (3): 409-421. 10.1016/0091-7435(72)90014-X.CrossRefPubMed Belloc NB, Breslow L: Relationship of physical health status and health practices. Prev Med. 1972, 1 (3): 409-421. 10.1016/0091-7435(72)90014-X.CrossRefPubMed
32.
go back to reference Strine TW, Okoro CA, Chapman DP, Balluz LS, Ford ES, Ajani UA, Mokdad AH: Health-related quality of life and health risk behaviors among smokers. Am J Prev Med. 2005, 28 (2): 182-187. 10.1016/j.amepre.2004.10.002.CrossRefPubMed Strine TW, Okoro CA, Chapman DP, Balluz LS, Ford ES, Ajani UA, Mokdad AH: Health-related quality of life and health risk behaviors among smokers. Am J Prev Med. 2005, 28 (2): 182-187. 10.1016/j.amepre.2004.10.002.CrossRefPubMed
33.
go back to reference Kawachi I: Social capital and community effects on population and individual health. Ann N Y Acad Sci. 1999, 896 (1): 120-130. 10.1111/j.1749-6632.1999.tb08110.x.CrossRefPubMed Kawachi I: Social capital and community effects on population and individual health. Ann N Y Acad Sci. 1999, 896 (1): 120-130. 10.1111/j.1749-6632.1999.tb08110.x.CrossRefPubMed
34.
go back to reference Doll R, Peto R, Boreham J, Sutherland I: Mortality in relation to smoking: 50 years' observations on male British doctors. BMJ. 2004, doi:10.1136/bmj.38142.554479 Doll R, Peto R, Boreham J, Sutherland I: Mortality in relation to smoking: 50 years' observations on male British doctors. BMJ. 2004, doi:10.1136/bmj.38142.554479
35.
go back to reference Poikolainen K, Vartiainen E: Wine and good subjective health. Am J Epidemiol. 1999, 150 (1): 47-50. 10.1093/oxfordjournals.aje.a009917.CrossRefPubMed Poikolainen K, Vartiainen E: Wine and good subjective health. Am J Epidemiol. 1999, 150 (1): 47-50. 10.1093/oxfordjournals.aje.a009917.CrossRefPubMed
36.
go back to reference Alvarez GG, Ayas NT: The impact of daily sleep duration on health: a review of the literature. Prog Cardiovasc Nurs. 2004, 19 (2): 56-59. 10.1111/j.0889-7204.2004.02422.x.CrossRefPubMed Alvarez GG, Ayas NT: The impact of daily sleep duration on health: a review of the literature. Prog Cardiovasc Nurs. 2004, 19 (2): 56-59. 10.1111/j.0889-7204.2004.02422.x.CrossRefPubMed
37.
go back to reference Croezen S, Visscher TLS, Ter Bogt NCW, Veling ML, Haveman-Nies A: Skipping breakfast, alcohol consumption and physical inactivity as risk factors for overweight and obesity in adolescents: results of the E-MOVO project. Eur J Clin Nutr. 2007, 63 (3): 405-412.CrossRefPubMed Croezen S, Visscher TLS, Ter Bogt NCW, Veling ML, Haveman-Nies A: Skipping breakfast, alcohol consumption and physical inactivity as risk factors for overweight and obesity in adolescents: results of the E-MOVO project. Eur J Clin Nutr. 2007, 63 (3): 405-412.CrossRefPubMed
38.
go back to reference Van Lindert H, Droomers M, Westert GP: Second Dutch National Survey of General Practice. A question of difference: Differences in self-reported life-style, health, and health care use [Dutch language]. 2004, Utrecht: Netherlands Institute for Health Services Research (NIVEL) Van Lindert H, Droomers M, Westert GP: Second Dutch National Survey of General Practice. A question of difference: Differences in self-reported life-style, health, and health care use [Dutch language]. 2004, Utrecht: Netherlands Institute for Health Services Research (NIVEL)
39.
go back to reference Haskell WL, Lee IM, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed Haskell WL, Lee IM, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed
40.
go back to reference Westert GP, Schellevis FG, De Bakker DH, Groenewegen PP, Bensing JM, Van der Zee J: Monitoring health inequalities through general practice: the Second Dutch National Survey of general practice. Eur J Public Health. 2005, 15 (1): 59-65. 10.1093/eurpub/cki116.CrossRefPubMed Westert GP, Schellevis FG, De Bakker DH, Groenewegen PP, Bensing JM, Van der Zee J: Monitoring health inequalities through general practice: the Second Dutch National Survey of general practice. Eur J Public Health. 2005, 15 (1): 59-65. 10.1093/eurpub/cki116.CrossRefPubMed
41.
go back to reference Poikolainen K, Vartiainen E, Korhonen HJ: Alcohol intake and subjective health. Am J Epidemiol. 1996, 144 (4): 346-350. 10.1093/oxfordjournals.aje.a008935.CrossRefPubMed Poikolainen K, Vartiainen E, Korhonen HJ: Alcohol intake and subjective health. Am J Epidemiol. 1996, 144 (4): 346-350. 10.1093/oxfordjournals.aje.a008935.CrossRefPubMed
42.
go back to reference Raudenbush SW, Sampson RJ: Ecometrics: toward a science of assessing ecological settings, with application to the systematic social observation of neighborhoods. Sociol Methodol. 1999, 29 (1): 1-41. 10.1111/0081-1750.00059.CrossRef Raudenbush SW, Sampson RJ: Ecometrics: toward a science of assessing ecological settings, with application to the systematic social observation of neighborhoods. Sociol Methodol. 1999, 29 (1): 1-41. 10.1111/0081-1750.00059.CrossRef
43.
go back to reference Mujahid MS, Diez-Roux AV, Morenoff JD, Raghunathan T: Assessing the measurement properties of neighborhood scales: from psychometrics to ecometrics. Am J Epidemiol. 2007, 165: 858-857. 10.1093/aje/kwm040.CrossRefPubMed Mujahid MS, Diez-Roux AV, Morenoff JD, Raghunathan T: Assessing the measurement properties of neighborhood scales: from psychometrics to ecometrics. Am J Epidemiol. 2007, 165: 858-857. 10.1093/aje/kwm040.CrossRefPubMed
44.
go back to reference Steenbeek W: Measurement of neighborhood characteristics. Social and physical disorder - How community, business presence and entrepreneurs influence disorder in Dutch neighborhoods. Edited by: Steenbeek W. 2011, Utrecht: ICS-dissertation, 81-93. Steenbeek W: Measurement of neighborhood characteristics. Social and physical disorder - How community, business presence and entrepreneurs influence disorder in Dutch neighborhoods. Edited by: Steenbeek W. 2011, Utrecht: ICS-dissertation, 81-93.
45.
go back to reference Hox JJ: Multilevel Analysis: Techniques and Applications. 2002, Mahwah: Lawrence Erlbaum Associates Hox JJ: Multilevel Analysis: Techniques and Applications. 2002, Mahwah: Lawrence Erlbaum Associates
46.
go back to reference Hou F, Myles J: Neighbourhood inequality, neighbourhood affluence and population health. Soc Sci Med. 2005, 60 (7): 1557-69. 10.1016/j.socscimed.2004.08.033.CrossRefPubMed Hou F, Myles J: Neighbourhood inequality, neighbourhood affluence and population health. Soc Sci Med. 2005, 60 (7): 1557-69. 10.1016/j.socscimed.2004.08.033.CrossRefPubMed
47.
go back to reference Krull JL, MacKinnon DP: Multilevel modeling of individual and group level mediated effects. Multivariate Behav Res. 2001, 36 (2): 249-277. 10.1207/S15327906MBR3602_06.CrossRefPubMed Krull JL, MacKinnon DP: Multilevel modeling of individual and group level mediated effects. Multivariate Behav Res. 2001, 36 (2): 249-277. 10.1207/S15327906MBR3602_06.CrossRefPubMed
48.
go back to reference Preacher KJ, Hayes AF: Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008, 40 (3): 879-891. 10.3758/BRM.40.3.879.CrossRefPubMed Preacher KJ, Hayes AF: Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008, 40 (3): 879-891. 10.3758/BRM.40.3.879.CrossRefPubMed
49.
go back to reference Sobel ME: Asymptotic confidence intervals for indirect effects in structural equation models. Sociological Methodology. Edited by: Leinhardt S. 1982, San Francisco: Jossey-Bass, 290-313. Sobel ME: Asymptotic confidence intervals for indirect effects in structural equation models. Sociological Methodology. Edited by: Leinhardt S. 1982, San Francisco: Jossey-Bass, 290-313.
51.
go back to reference Cohen DA, Inagami S, Finch B: The built environment and collective efficacy. Health Place. 2008, 14 (2): 198-208. 10.1016/j.healthplace.2007.06.001.CrossRefPubMed Cohen DA, Inagami S, Finch B: The built environment and collective efficacy. Health Place. 2008, 14 (2): 198-208. 10.1016/j.healthplace.2007.06.001.CrossRefPubMed
52.
go back to reference Lund H: Pedestrian environments and sense of community. JPER. 2002, 21 (3): 301-312. Lund H: Pedestrian environments and sense of community. JPER. 2002, 21 (3): 301-312.
53.
go back to reference Maas J, Verheij RA, Spreeuwenberg P, Groenewegen PP: Physical activity as a possible mechanism behind the relationship between green space and health: a multilevel analysis. BMC Publ Health. 2009, doi:10.1186/1471-2458-8-206 Maas J, Verheij RA, Spreeuwenberg P, Groenewegen PP: Physical activity as a possible mechanism behind the relationship between green space and health: a multilevel analysis. BMC Publ Health. 2009, doi:10.1186/1471-2458-8-206
54.
go back to reference Owen N, Humpel N, Leslie E, Bauman A, Sallis JF: Understanding environmental influences on walking: review and research agenda. Am J Prev Med. 2004, 27 (1): 67-76. 10.1016/j.amepre.2004.03.006.CrossRefPubMed Owen N, Humpel N, Leslie E, Bauman A, Sallis JF: Understanding environmental influences on walking: review and research agenda. Am J Prev Med. 2004, 27 (1): 67-76. 10.1016/j.amepre.2004.03.006.CrossRefPubMed
55.
go back to reference Van Dyck D, Cardon G, Deforche B, Owen N, De Bourdeaudhuij I: Relationships between neighborhood walkability and adults' physcial activity: how important is residential self-selection?. Health Place. 2011, doi:10.1016/j.healthplace.2011.05.005 Van Dyck D, Cardon G, Deforche B, Owen N, De Bourdeaudhuij I: Relationships between neighborhood walkability and adults' physcial activity: how important is residential self-selection?. Health Place. 2011, doi:10.1016/j.healthplace.2011.05.005
56.
go back to reference Sundquist K, Eriksson U, Kawakami N, Skog L, Ohlsson H, Arvidsson D: Neighborhood walkability, physical activity, and walking behavior: the Swedish neighborhood and physical activity (SNAP) study. Soc Sci Med. 2011, 72 (8): 1266-1273. 10.1016/j.socscimed.2011.03.004.CrossRefPubMed Sundquist K, Eriksson U, Kawakami N, Skog L, Ohlsson H, Arvidsson D: Neighborhood walkability, physical activity, and walking behavior: the Swedish neighborhood and physical activity (SNAP) study. Soc Sci Med. 2011, 72 (8): 1266-1273. 10.1016/j.socscimed.2011.03.004.CrossRefPubMed
57.
go back to reference Maas J, Van Dillen SME, Verheij RA, Groenewegen PP: Social contacts as a possible mechanism behind the relation between green space and health. Health Place. 2008, 15 (2): 586-595.CrossRefPubMed Maas J, Van Dillen SME, Verheij RA, Groenewegen PP: Social contacts as a possible mechanism behind the relation between green space and health. Health Place. 2008, 15 (2): 586-595.CrossRefPubMed
58.
go back to reference Hendryx MS, Ahern MM, Lovrich NP, McCurdy AH: Access to health care and community social capital. Health Serv Res. 2002, 37 (1): 85-101.CrossRefPubMedCentral Hendryx MS, Ahern MM, Lovrich NP, McCurdy AH: Access to health care and community social capital. Health Serv Res. 2002, 37 (1): 85-101.CrossRefPubMedCentral
59.
go back to reference Shaw JH: Food deserts: towards the development of a classification. Geogr Ann Ser B. 2006, 88 (2): 231-247. 10.1111/j.0435-3684.2006.00217.x.CrossRef Shaw JH: Food deserts: towards the development of a classification. Geogr Ann Ser B. 2006, 88 (2): 231-247. 10.1111/j.0435-3684.2006.00217.x.CrossRef
60.
go back to reference Li F, Fisher KJ, Bauman A, Ory MG, Chodzko-Zajko W, Harmer P, Bosworth M, Cleveland M: Neighborhood influences on physical activity in middle-aged and older adults: a multilevel perspective. J Aging Phys Act. 2005, 13 (1): 87-114.PubMed Li F, Fisher KJ, Bauman A, Ory MG, Chodzko-Zajko W, Harmer P, Bosworth M, Cleveland M: Neighborhood influences on physical activity in middle-aged and older adults: a multilevel perspective. J Aging Phys Act. 2005, 13 (1): 87-114.PubMed
61.
go back to reference McNeill LH, Kreuter MW, Subramanian SV: Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006, 63 (4): 1011-1022. 10.1016/j.socscimed.2006.03.012.CrossRefPubMed McNeill LH, Kreuter MW, Subramanian SV: Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006, 63 (4): 1011-1022. 10.1016/j.socscimed.2006.03.012.CrossRefPubMed
62.
go back to reference Sallis JF, Owen N: Ecological models of health behavior. Health Behavior and Health Education: Theory, Research, and Practice. Edited by: Glanz K, Rimer BK, Lewis FM. 2002, San Francisco: Jossey-Bass, 462-484. 3 Sallis JF, Owen N: Ecological models of health behavior. Health Behavior and Health Education: Theory, Research, and Practice. Edited by: Glanz K, Rimer BK, Lewis FM. 2002, San Francisco: Jossey-Bass, 462-484. 3
Metadata
Title
Health-related behavior as a mechanism behind the relationship between neighborhood social capital and individual health - a multilevel analysis
Authors
Sigrid M Mohnen
Beate Völker
Henk Flap
Peter P Groenewegen
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2012
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-12-116

Other articles of this Issue 1/2012

BMC Public Health 1/2012 Go to the issue