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Published in: BMC Public Health 1/2010

Open Access 01-12-2010 | Research article

Multi-level, cross-sectional study of workplace social capital and smoking among Japanese employees

Authors: Etsuji Suzuki, Takeo Fujiwara, Soshi Takao, S V Subramanian, Eiji Yamamoto, Ichiro Kawachi

Published in: BMC Public Health | Issue 1/2010

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Abstract

Background

Social capital is hypothesized to be relevant to health promotion, and the association between community social capital and cigarette smoking has been examined. Individual-level social capital has been found to be associated with smoking cessation, but evidence remains sparse on the contextual effect of social capital and smoking. Further, evidence remains sparse on the association between smoking and social capital in the workplace, where people are spending an increasing portion of their daily lives. We examined the association between workplace social capital and smoking status among Japanese private sector employees.

Methods

We employed a two-stage stratified random sampling procedure. Of the total of 1,800 subjects in 60 companies, 1,171 (men/women; 834/337) employees (65.1%) were identified from 46 companies in Okayama in 2007. Workplace social capital was assessed in two dimensions; trust and reciprocity. Company-level social capital was based on inquiring about employee perceptions of trust and reciprocity among co-workers, and then aggregating their responses in order to calculate the proportion of workers reporting mistrust and lack of reciprocity. Multilevel logistic regression analysis was conducted using Markov Chain Monte Carlo methods to explore whether individual- and company-level social capital was associated with smoking. Odds ratios (ORs) and 95% credible intervals (CIs) for current smoking were obtained.

Results

Overall, 33.3% of the subjects smoked currently. There was no relationship between individual-level mistrust of others and smoking status. By contrast, one-standard deviation change in company-level mistrust was associated with higher odds of smoking (OR: 1.25, 95% CI: 1.06-1.46) even after controlling for individual-level mistrust, sex, age, occupation, educational attainment, alcohol use, physical activity, body mass index, and chronic diseases. No clear associations were found between lack of reciprocity and smoking both at the individual- and company-level.

Conclusions

Company-level mistrust is associated with higher likelihood of smoking among Japanese employees, while individual perceptions of mistrust were not associated. The link between lack of reciprocity and smoking was not supported either at the individual- or company-level. Further studies are warranted to examine the possible link between company-level trust and smoking cessation in the Japanese workplace.
Literature
1.
go back to reference Kawachi I, Berkman LF: Social Cohesion, Social Capital, and Health. Social Epidemiology. Edited by: Berkman LF, Kawachi I. 2000, New York: Oxford University Press, 174-190. Kawachi I, Berkman LF: Social Cohesion, Social Capital, and Health. Social Epidemiology. Edited by: Berkman LF, Kawachi I. 2000, New York: Oxford University Press, 174-190.
2.
go back to reference Kawachi I, Subramanian SV, Kim D: Social capital and health. 2008, New York; London: SpringerCrossRef Kawachi I, Subramanian SV, Kim D: Social capital and health. 2008, New York; London: SpringerCrossRef
4.
go back to reference Kawachi I: Commentary: social capital and health: making the connections one step at a time. Int J Epidemiol. 2006, 35: 989-993. 10.1093/ije/dyl117.CrossRefPubMed Kawachi I: Commentary: social capital and health: making the connections one step at a time. Int J Epidemiol. 2006, 35: 989-993. 10.1093/ije/dyl117.CrossRefPubMed
5.
go back to reference Lakon CM, Godette DC, Hipp JR: Network-Based Approaches for Measuring Social Capital. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 63-81. full_text.CrossRef Lakon CM, Godette DC, Hipp JR: Network-Based Approaches for Measuring Social Capital. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 63-81. full_text.CrossRef
6.
go back to reference Kawachi I, Kim D, Coutts A, Subramanian SV: Commentary: Reconciling the three accounts of social capital. Int J Epidemiol. 2004, 33: 682-690. 10.1093/ije/dyh177.CrossRefPubMed Kawachi I, Kim D, Coutts A, Subramanian SV: Commentary: Reconciling the three accounts of social capital. Int J Epidemiol. 2004, 33: 682-690. 10.1093/ije/dyh177.CrossRefPubMed
7.
go back to reference Lindström M: Social Capital and Health-Related Behaviors. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 215-238. full_text.CrossRef Lindström M: Social Capital and Health-Related Behaviors. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 215-238. full_text.CrossRef
8.
go back to reference Kawachi I, Kennedy BP, Lochner K, Prothrow-Stith D: Social capital, income inequality, and mortality. Am J Public Health. 1997, 87: 1491-1498. 10.2105/AJPH.87.9.1491.CrossRefPubMedPubMedCentral Kawachi I, Kennedy BP, Lochner K, Prothrow-Stith D: Social capital, income inequality, and mortality. Am J Public Health. 1997, 87: 1491-1498. 10.2105/AJPH.87.9.1491.CrossRefPubMedPubMedCentral
9.
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: 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: 1267-1283. 10.1016/j.socscimed.2004.06.050.CrossRefPubMed
10.
go back to reference Sundquist J, Johansson SE, Yang M, Sundquist K: Low linking social capital as a predictor of coronary heart disease in Sweden: a cohort study of 2.8 million people. Soc Sci Med. 2006, 62: 954-963. 10.1016/j.socscimed.2005.06.049.CrossRefPubMed Sundquist J, Johansson SE, Yang M, Sundquist K: Low linking social capital as a predictor of coronary heart disease in Sweden: a cohort study of 2.8 million people. Soc Sci Med. 2006, 62: 954-963. 10.1016/j.socscimed.2005.06.049.CrossRefPubMed
11.
go back to reference Fujiwara T, Kawachi I: Social capital and health. A study of adult twins in the U.S. Am J Prev Med. 2008, 35: 139-144. 10.1016/j.amepre.2008.04.015.CrossRefPubMed Fujiwara T, Kawachi I: Social capital and health. A study of adult twins in the U.S. Am J Prev Med. 2008, 35: 139-144. 10.1016/j.amepre.2008.04.015.CrossRefPubMed
12.
go back to reference De Silva MJ, McKenzie K, Harpham T, Huttly SR: Social capital and mental illness: a systematic review. J Epidemiol Community Health. 2005, 59: 619-627. 10.1136/jech.2004.029678.CrossRefPubMedPubMedCentral De Silva MJ, McKenzie K, Harpham T, Huttly SR: Social capital and mental illness: a systematic review. J Epidemiol Community Health. 2005, 59: 619-627. 10.1136/jech.2004.029678.CrossRefPubMedPubMedCentral
13.
go back to reference Lindström M: Psychosocial work conditions, social capital, and daily smoking: a population based study. Tob Control. 2004, 13: 289-295. 10.1136/tc.2003.007138.CrossRefPubMedPubMedCentral Lindström M: Psychosocial work conditions, social capital, and daily smoking: a population based study. Tob Control. 2004, 13: 289-295. 10.1136/tc.2003.007138.CrossRefPubMedPubMedCentral
14.
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: 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: 177-184. 10.1016/S0091-7435(02)00049-X.CrossRefPubMed
15.
go back to reference Lindström M, Isacsson SO, Elmstahl S: Impact of different aspects of social participation and social capital on smoking cessation among daily smokers: a longitudinal study. Tob Control. 2003, 12: 274-281. 10.1136/tc.12.3.274.CrossRefPubMedPubMedCentral Lindström M, Isacsson SO, Elmstahl S: Impact of different aspects of social participation and social capital on smoking cessation among daily smokers: a longitudinal study. Tob Control. 2003, 12: 274-281. 10.1136/tc.12.3.274.CrossRefPubMedPubMedCentral
16.
go back to reference Lindström M, Isacsson SO: Smoking cessation among daily smokers, aged 45-69 years: a longitudinal study in Malmo, Sweden. Addiction. 2002, 97: 205-215. 10.1046/j.1360-0443.2002.00036.x.CrossRefPubMed Lindström M, Isacsson SO: Smoking cessation among daily smokers, aged 45-69 years: a longitudinal study in Malmo, Sweden. Addiction. 2002, 97: 205-215. 10.1046/j.1360-0443.2002.00036.x.CrossRefPubMed
17.
go back to reference Giordano GN, Lindström M: The impact of social capital on changes in smoking behaviour: a longitudinal cohort study. Eur J Public Health. 2010 Giordano GN, Lindström M: The impact of social capital on changes in smoking behaviour: a longitudinal cohort study. Eur J Public Health. 2010
18.
go back to reference Poortinga W: Do health behaviors mediate the association between social capital and health?. Prev Med. 2006, 43: 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: 488-493. 10.1016/j.ypmed.2006.06.004.CrossRefPubMed
19.
go back to reference Brown TT, Scheffler RM, Seo S, Reed M: The empirical relationship between community social capital and the demand for cigarettes. Health Economics. 2005, 15: 1159-1172. 10.1002/hec.1119.CrossRef Brown TT, Scheffler RM, Seo S, Reed M: The empirical relationship between community social capital and the demand for cigarettes. Health Economics. 2005, 15: 1159-1172. 10.1002/hec.1119.CrossRef
20.
go back to reference Lindström M, Moghaddassi M, Bolin K, Lindgren B, Merlo J: Social participation, social capital and daily tobacco smoking: a population-based multilevel analysis in Malmo, Sweden. Scand J Public Health. 2003, 31: 444-450. 10.1080/14034940310006203.CrossRefPubMed Lindström M, Moghaddassi M, Bolin K, Lindgren B, Merlo J: Social participation, social capital and daily tobacco smoking: a population-based multilevel analysis in Malmo, Sweden. Scand J Public Health. 2003, 31: 444-450. 10.1080/14034940310006203.CrossRefPubMed
21.
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: 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: 1011-1022. 10.1016/j.socscimed.2006.03.012.CrossRefPubMed
22.
go back to reference Husten CG, Thorne SL: Tobacco: Health Effects and Control. Maxcy-Rosenau-Last Public Health & Preventive Medicine. Edited by: Wallace RB, Kohatsu N. 2008, New York: Mc Graw Hill Medical, 953-998. 15 Husten CG, Thorne SL: Tobacco: Health Effects and Control. Maxcy-Rosenau-Last Public Health & Preventive Medicine. Edited by: Wallace RB, Kohatsu N. 2008, New York: Mc Graw Hill Medical, 953-998. 15
23.
go back to reference Kouvonen A, Oksanen T, Vahtera J, Väänänen A, De Vogli R, Elovainio M, Pentti J, Leka S, Cox T, Kivimäki M: Work-place social capital and smoking cessation: the Finnish Public Sector Study. Addiction. 2008, 103: 1857-1865. 10.1111/j.1360-0443.2008.02315.x.CrossRefPubMed Kouvonen A, Oksanen T, Vahtera J, Väänänen A, De Vogli R, Elovainio M, Pentti J, Leka S, Cox T, Kivimäki M: Work-place social capital and smoking cessation: the Finnish Public Sector Study. Addiction. 2008, 103: 1857-1865. 10.1111/j.1360-0443.2008.02315.x.CrossRefPubMed
24.
go back to reference Suzuki E, Takao S, Subramanian SV, Komatsu H, Doi H, Kawachi I: Does low workplace social capital have detrimental effect on workers' health?. Soc Sci Med. 2010, 70: 1367-1372. 10.1016/j.socscimed.2010.01.014.CrossRefPubMed Suzuki E, Takao S, Subramanian SV, Komatsu H, Doi H, Kawachi I: Does low workplace social capital have detrimental effect on workers' health?. Soc Sci Med. 2010, 70: 1367-1372. 10.1016/j.socscimed.2010.01.014.CrossRefPubMed
25.
go back to reference Takao S: Research on social capital and health in Japan. A commentary on Ichida and on Fujisawa. Soc Sci Med. 2009, 69: 509-511. 10.1016/j.socscimed.2009.06.018.CrossRefPubMed Takao S: Research on social capital and health in Japan. A commentary on Ichida and on Fujisawa. Soc Sci Med. 2009, 69: 509-511. 10.1016/j.socscimed.2009.06.018.CrossRefPubMed
26.
go back to reference Kouvonen A, Kivimäki M, Vahtera J, Oksanen T, Elovainio M, Cox T, Virtanen M, Pentti J, Cox SJ, Wilkinson RG: Psychometric evaluation of a short measure of social capital at work. BMC Public Health. 2006, 6: 251-10.1186/1471-2458-6-251.CrossRefPubMedPubMedCentral Kouvonen A, Kivimäki M, Vahtera J, Oksanen T, Elovainio M, Cox T, Virtanen M, Pentti J, Cox SJ, Wilkinson RG: Psychometric evaluation of a short measure of social capital at work. BMC Public Health. 2006, 6: 251-10.1186/1471-2458-6-251.CrossRefPubMedPubMedCentral
27.
go back to reference Harpham T: The Measurement of Community Social Capital Through Surveys. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 51-62. full_text.CrossRef Harpham T: The Measurement of Community Social Capital Through Surveys. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 51-62. full_text.CrossRef
28.
go back to reference Vartiainen E, Seppala T, Lillsunde P, Puska P: Validation of self reported smoking by serum cotinine measurement in a community-based study. J Epidemiol Community Health. 2002, 56: 167-170. 10.1136/jech.56.3.167.CrossRefPubMedPubMedCentral Vartiainen E, Seppala T, Lillsunde P, Puska P: Validation of self reported smoking by serum cotinine measurement in a community-based study. J Epidemiol Community Health. 2002, 56: 167-170. 10.1136/jech.56.3.167.CrossRefPubMedPubMedCentral
30.
go back to reference Raudenbush SW, Bryk AS: Hierarchical Linear Models: Applications and Data Analysis Methods. 2002, Thousand Oaks: Sage Publications, 2 Raudenbush SW, Bryk AS: Hierarchical Linear Models: Applications and Data Analysis Methods. 2002, Thousand Oaks: Sage Publications, 2
31.
go back to reference Kawachi I, Subramanian SV, Kim D: Social Capital and Health: A Decade of Progress and Beyond. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 1-26. full_text.CrossRef Kawachi I, Subramanian SV, Kim D: Social Capital and Health: A Decade of Progress and Beyond. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 1-26. full_text.CrossRef
32.
go back to reference Larsen K, Merlo J: Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005, 161: 81-88. 10.1093/aje/kwi017.CrossRefPubMed Larsen K, Merlo J: Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. Am J Epidemiol. 2005, 161: 81-88. 10.1093/aje/kwi017.CrossRefPubMed
33.
go back to reference Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, Rastam L, Larsen K: A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006, 60: 290-297. 10.1136/jech.2004.029454.CrossRefPubMedPubMedCentral Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, Rastam L, Larsen K: A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health. 2006, 60: 290-297. 10.1136/jech.2004.029454.CrossRefPubMedPubMedCentral
34.
go back to reference Browne WJ: MCMC Estimation in MLwiN. 2003, London: Institute of Education Browne WJ: MCMC Estimation in MLwiN. 2003, London: Institute of Education
35.
go back to reference Alik J, Realo A: Individualism-collectivism and social capital. J Cross Cult Psychol. 2004, 35: 29-49. 10.1177/0022022103260381.CrossRef Alik J, Realo A: Individualism-collectivism and social capital. J Cross Cult Psychol. 2004, 35: 29-49. 10.1177/0022022103260381.CrossRef
37.
go back to reference Kawachi I, Kennedy BP, Glass R: Social capital and self-rated health: a contextual analysis. Am J Public Health. 1999, 89: 1187-1193. 10.2105/AJPH.89.8.1187.CrossRefPubMedPubMedCentral Kawachi I, Kennedy BP, Glass R: Social capital and self-rated health: a contextual analysis. Am J Public Health. 1999, 89: 1187-1193. 10.2105/AJPH.89.8.1187.CrossRefPubMedPubMedCentral
38.
go back to reference Van der Gaag M, Webber M: Measurement of Individual Social Capital: Questions, Instruments, and Measures. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 29-49. full_text.CrossRef Van der Gaag M, Webber M: Measurement of Individual Social Capital: Questions, Instruments, and Measures. Social Capital and Health. Edited by: Kawachi I, Subramanian SV, Kim D. 2008, New York: Springer, 29-49. full_text.CrossRef
40.
go back to reference Fukuda Y, Nakamura K, Takano T: Socioeconomic pattern of smoking in Japan: income inequality and gender and age differences. Ann Epidemiol. 2005, 15: 365-372. 10.1016/j.annepidem.2004.09.003.CrossRefPubMed Fukuda Y, Nakamura K, Takano T: Socioeconomic pattern of smoking in Japan: income inequality and gender and age differences. Ann Epidemiol. 2005, 15: 365-372. 10.1016/j.annepidem.2004.09.003.CrossRefPubMed
41.
42.
go back to reference Luke DA, Harris JK: Network analysis in public health: history, methods, and applications. Annu Rev Public Health. 2007, 28: 69-93. 10.1146/annurev.publhealth.28.021406.144132.CrossRefPubMed Luke DA, Harris JK: Network analysis in public health: history, methods, and applications. Annu Rev Public Health. 2007, 28: 69-93. 10.1146/annurev.publhealth.28.021406.144132.CrossRefPubMed
43.
go back to reference Marsden PV: Network Methods in Social Epidemiology. Methods in Social Epidemiology. Edited by: Oakes JM, Kaufman JS. 2006, San Francisco: Jossey-Bass, 267-286. Marsden PV: Network Methods in Social Epidemiology. Methods in Social Epidemiology. Edited by: Oakes JM, Kaufman JS. 2006, San Francisco: Jossey-Bass, 267-286.
44.
go back to reference Oksanen T, Kouvonen A, Vahtera J, Virtanen M, Kivimäki M: Prospective study of workplace social capital and depression: are vertical and horizontal components equally important?. J Epidemiol Community Health. 2010, 64: 684-689. 10.1136/jech.2008.086074.CrossRefPubMed Oksanen T, Kouvonen A, Vahtera J, Virtanen M, Kivimäki M: Prospective study of workplace social capital and depression: are vertical and horizontal components equally important?. J Epidemiol Community Health. 2010, 64: 684-689. 10.1136/jech.2008.086074.CrossRefPubMed
45.
go back to reference Subramanian SV, Jones K, Duncan C: Multilevel Methods for Public Health Research. Neighborhoods and Health. Edited by: Kawachi I, Berkman LF. 2003, New York: Oxford University Press, 65-111. full_text.CrossRef Subramanian SV, Jones K, Duncan C: Multilevel Methods for Public Health Research. Neighborhoods and Health. Edited by: Kawachi I, Berkman LF. 2003, New York: Oxford University Press, 65-111. full_text.CrossRef
46.
go back to reference Adams RJ, Howard N, Tucker G, Appleton S, Taylor AW, Chittleborough C, Gill T, Ruffin RE, Wilson DH: Effects of area deprivation on health risks and outcomes: a multilevel, cross-sectional, Australian population study. Int J Public Health. 2009, 54: 183-192. 10.1007/s00038-009-7113-x.CrossRefPubMed Adams RJ, Howard N, Tucker G, Appleton S, Taylor AW, Chittleborough C, Gill T, Ruffin RE, Wilson DH: Effects of area deprivation on health risks and outcomes: a multilevel, cross-sectional, Australian population study. Int J Public Health. 2009, 54: 183-192. 10.1007/s00038-009-7113-x.CrossRefPubMed
47.
go back to reference Suzuki E, Takao S, Subramanian SV, Doi H, Kawachi I: Work-based social networks and health status among Japanese employees. J Epidemiol Community Health. 2009, 63: 692-696. 10.1136/jech.2008.082453.CrossRefPubMed Suzuki E, Takao S, Subramanian SV, Doi H, Kawachi I: Work-based social networks and health status among Japanese employees. J Epidemiol Community Health. 2009, 63: 692-696. 10.1136/jech.2008.082453.CrossRefPubMed
Metadata
Title
Multi-level, cross-sectional study of workplace social capital and smoking among Japanese employees
Authors
Etsuji Suzuki
Takeo Fujiwara
Soshi Takao
S V Subramanian
Eiji Yamamoto
Ichiro Kawachi
Publication date
01-12-2010
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2010
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-10-489

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