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Social Network Structure of a Large Online Community for Smoking Cessation
Open accessAbstract
Objectives. We evaluated the social network structure of QuitNet, one of the largest online communities for behavior change, and compared its characteristics to other known social networks. Methods. Using modern network analysis methods, we identified QuitNet members who were active during a 60-day period, along with their ties. We then derived multiple subgroups, such as key players and integrators, from connections and communication patterns. Results. Among 7569 participants, we identified 103 592 connections to other members. Metrics of social network integration were associated with increased likelihood of being female, being older, having been in the system longer, and not smoking. Conclusions. The QuitNet community is a large-scale social network with the characteristics required for sustainability of social support and social influence to promote smoking cessation and abstinence. These characteristics include persistence of members over time, heterogeneity of smoking status, and evidence of rich, bidirectional communications. Some of the influential subgroups we identified may provide targets for future network-level interventions.
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“Although there are some interventions that have been used by very large numbers of people [82,83], many interventions have not been widely disseminated.”
From Web-Based Interventions for Behavior Change and Self-Management: Potential, Pitfalls, and Progress (2012) · cites this paper as [83]
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Citations
Cites
Collective dynamics of ‘small-world’ networks
Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060
The Structure and Function of Complex Networks
Newman, M. E. J. (2003) · SIAM Review · doi:10.1137/s003614450342480 · Cited by 18,719
Social support as a moderator of life stress
Cobb, S. (1976) · Psychosomatic Medicine · doi:10.1097/00006842-197609000-00003 · Cited by 6,936
The World Health Report 2002 - Reducing Risks, Promoting Healthy Life
Available, N. A. N. (2003) · Education for Health · doi:10.1080/1357628031000116808 · Cited by 6,078
BERKMAN, L. F., & SYME, S. L. (1979) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a112674 · Cited by 5,341
The Spread of Obesity in a Large Social Network over 32 Years
Christakis, N. A., & Fowler, J. H. (2007) · New England Journal of Medicine · doi:10.1056/nejmsa066082 · Cited by 5,007
Measurement and analysis of online social networks
Mislove, A., Marcon, M., Gummadi, K. P., Druschel, P., & Bhattacharjee, B. (2007) · Proceedings of the 7th ACM SIGCOMM conference on Internet measurement · doi:10.1145/1298306.1298311 · Cited by 3,057
An algorithm for drawing general undirected graphs
Kamada, T., & Kawai, S. (1989) · Information Processing Letters · doi:10.1016/0020-0190(89)90102-6 · Cited by 2,750
Neocortex size as a constraint on group size in primates
Dunbar, R. I. M. (1992) · Journal of Human Evolution · doi:10.1016/0047-2484(92)90081-j · Cited by 2,542
Eysenbach, G. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e11 · Cited by 2,524
The collective dynamics of smoking in a large social network
Christakis, N. A., & Fowler, J. H. (2008) · New England Journal of Medicine · doi:10.1056/nejmsa0706154 · Cited by 2,390
Models of core/periphery structures
Borgatti, S. P., & Everett, M. G. (2000) · Social Networks · doi:10.1016/s0378-8733(99)00019-2 · Cited by 2,295
The cathedral and the bazaar: musings on Linux and open source by an accidental revolutionary
(2002) · Choice Reviews Online · doi:10.5860/choice.39-2841 · Cited by 2,229
Empirical Analysis of an Evolving Social Network
Kossinets, G., & Watts, D. J. (2006) · Science · doi:10.1126/science.1116869 · Cited by 1,727
Pajek - Program for Large Network Analysis
Batagelj, V., & Mrvar, A. (1999) · Cited by 1,393
Identifying sets of key players in a social network
Borgatti, S. P. (2006) · Computational and Mathematical Organization Theory · doi:10.1007/s10588-006-7084-x · Cited by 1,205
Analysis of topological characteristics of huge online social networking services
Ahn, Y., Han, S., Kwak, H., Moon, S. B., & Jeong, H. (2007) · International World Wide Web Conference (WWW) · doi:10.1145/1242572.1242685 · Cited by 955
Using Internet technology to deliver a behavioral weight loss program
Tate, D. F. (2001) · JAMA · doi:10.1001/jama.285.9.1172 · Cited by 925
Moody, J. W., McFarland, D. A., & Bender‐deMoll, S. (2005) · American Journal of Sociology · doi:10.1086/421509 · Cited by 501
Social support and smoking cessation and maintenance.
Mermelstein, R. J., Cohen, S., Lichtenstein, E., Baer, J. S., & Kamarck, T. (1986) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.54.4.447 · Cited by 412
The Role of Status Seeking in Online Communities: Giving the Gift of Experience
Lampel, J., & Bhalla, A. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00332.x · Cited by 408
Perceived stress, quitting smoking, and smoking relapse.
Cohen, S., & Lichtenstein, E. (1990) · Health Psychology · doi:10.1037//0278-6133.9.4.466 · Cited by 402
Barrera, M., Glasgow, R. E., McKay, H. G., Boles, S. M., & Feil, E. G. (2002) · American Journal of Community Psychology · doi:10.1023/a:1016369114780 · Cited by 333
The World Health Report 1999: Making a difference
Octavio, G. D. (1999) · Physiotherapy · doi:10.1016/s0031-9406(05)67141-6 · Cited by 327
Perceived stress, quitting smoking, and smoking relapse.
Cohen, S., & Lichtenstein, E. (1990) · Health Psychology · doi:10.1037/0278-6133.9.4.466 · Cited by 308
Structure and time evolution of an Internet dating community
Holme, P., Edling, C. R., & Liljeros, F. (2004) · Social Networks · doi:10.1016/j.socnet.2004.01.007 · Cited by 306
Orleans, C. T., Schoenbach, V. J., Wagner, E. H., Quade, D., Salmon, M. A., Pearson, D. C., Fiedler, J., Porter, C. Q., & Kaplan, B. H. (1991) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.59.3.439 · Cited by 290
Marshaling Social Support: Formats, Processes, and Effects
Gottlieb, B. H. (1988) · Medical Entomology and Zoology · Cited by 269
Partner support and other determinants of smoking cessation maintenance among women.
Coppotelli, H., & Orleans, C. T. (1985) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.53.4.455 · Cited by 252
A Randomized Controlled Trial of a Commercial Internet Weight Loss Program
Womble, L. G., Wadden, T. A., McGuckin, B. G., Sargent, S. L., Rothman, R. A., & Krauthamer‐Ewing, E. S. (2004) · Obesity Research · doi:10.1038/oby.2004.124 · Cited by 247
Structure and time evolution of an Internet dating community
Holme, P., Edling, C., & Liljeros, F. (2004) · Lund University Publications (Lund University) · Cited by 247
Initial evaluation of a real‐world Internet smoking cessation system
Cobb, N. K., Graham, A. L., Bock, B. C., Papandonatos, G. D., & Abrams, D. B. (2005) · Nicotine & Tobacco Research · doi:10.1080/14622200500055319 · Cited by 235
Self-citationOrleans, C. T., Schoenbach, V. J., Wagner, E. H., et al. (1991) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.59.3.439 · Cited by 225
Does Enhancing Partner Support and Interaction Improve Smoking Cessation? A Meta-Analysis
Park, E.-W. (2004) · The Annals of Family Medicine · doi:10.1370/afm.64 · Cited by 150
Social support in smoking cessation: In search of effective interventions
Lichtenstein, E. H., Glasgow, R. E., & Abrams, D. B. (1986) · Behavior Therapy · doi:10.1016/s0005-7894(86)80098-3 · Cited by 140
Self-citationPanel*, N. S.-O.-T.-S. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-145-11-200612050-00141 · Cited by 138
Patient referral to a smoking cessation program: who follows through?
Lichtenstein, E., & Hollis, J. F. (1992) · PubMed · Cited by 123
Evaluation of an Internet-based smoking cessation program: Lessons learned from a pilot study
Feil, E. G., Noell, J. W., Available, N. A. N., Lichtenstein, E., Available, N. A. N., Boles, S., Available, N. A. N., Ph.D., G. M. H., & Available, N. A. N. (2003) · Nicotine & Tobacco Research · doi:10.1080/1462220031000073694 · Cited by 118
Research in cancer pain. What we know and what we need to know
Cleeland, C. S. (1991) · Cancer · doi:10.1002/1097-0142(19910201)67:3+ · Cited by 102
Effectiveness of an Internet-Based Worksite Smoking Cessation Intervention at 12 Months
Graham, A. L., Cobb, N. K., Raymond, L., Sill, S., & Young, J. M. (2007) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0b013e3180d09e6f · Cited by 101
Self-citationIncreasing the Demand for and Use of Effective Smoking-Cessation Treatments
Orleans, C. T. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.09.003 · Cited by 99
Zbikowski, S. M., Hapgood, J., Smucker Barnwell, S., & McAfee, T. (2008) · Journal of Medical Internet Research · doi:10.2196/jmir.999 · Cited by 87
Social support interventions for smoking cessation.
Cohen, S., Lichtenstein, E., Kingsolver, K., Mermelstein, R. J., Baer, J. S., & Kamarck, T. W. (1988) · Cited by 73
Graham, A. L., Bock, B. C., Cobb, N. K., NIAURA, R. S., & Abrams, D. B. (2006) · Nicotine & Tobacco Research · doi:10.1080/14622200601042521 · Cited by 69
Self-citationRandomized controlled trial of a social support (‘buddy’) intervention for smoking cessation
May, S., West, R., Hájek, P., McEwen, A., & McRobbie, H. J. (2006) · Patient Education and Counseling · doi:10.1016/j.pec.2006.02.008 · Cited by 61
Any further progress in smoking cessation treatment?
Baker, T. B., & Piasecki, T. M. (2001) · Nicotine & Tobacco Research · doi:10.1080/14622200110050484 · Cited by 52
The internet and the industrial revolution in smoking cessation counselling
Etter, J. (2006) · Drug and Alcohol Review · doi:10.1080/09595230500459545 · Cited by 28
Research works printed but not linked: 2
- Lichtenstein E, 1992, J Fam Pract, 34, 739
- Batagelj V, 1998, Connections, 21, 45
Cited by
Sorted by citations
Moorhead, S. A., Hazlett, D. E., Harrison, L., Carroll, J. K., Irwin, A., & Hoving, C. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.1933 · Cited by 2,517
Social contagion theory: examining dynamic social networks and human behavior
Christakis, N. A., & Fowler, J. H. (2013) · Statistics in Medicine · doi:10.1002/sim.5408 · Cited by 1,303
Laranjo, L., Arguel, A., Neves, A. L., Gallagher, A. M., Kaplan, R., Mortimer, N., Mendes, G. A., & Lau, A. Y. S. (2015) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2014-002841 · Cited by 661
Social Network Assessments and Interventions for Health Behavior Change: A Critical Review
Latkin, C., & Knowlton, A. (2015) · Behavioral Medicine · doi:10.1080/08964289.2015.1034645 · Cited by 351
Kim, D. A., Hwong, A. R., Stafford, D., Hughes, D. A., O'Malley, A. J., Fowler, J. H., & Christakis, N. A. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60095-2 · Cited by 350
Metadata
- Authors
- Cobb, N. K., Graham, A. L., & Abrams, D. B.
- Affiliations
- Johns Hopkins University (US)
- Venue
- American Journal of Public Health
- Publisher
- American Public Health Association
- Published
- 2010-07
- Volume
- 100
- Issue
- 7
- Pages
- 1282-1289
- ISSN
- 0090-0036 (ISSN-L)
- 1541-0048
- PMC
- PMC2882421
- OpenAlex
- W2031158620
- Cited by
- 210
- References
- 46
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 4 · 2023: 7 · 2022: 6 · 2021: 5 · 2020: 16 · 2019: 6 · 2018: 16 · 2017: 11 · 2016: 32 · 2015: 24 · 2014: 29 · 2013: 21 · 2012: 18
- FWCI
- 10.18
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Public Health (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Heart, Lung, and Blood Institute (T32-HL00787)
- National Cancer Institute (R01CA104836)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Smoking Behavior and Cessation
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Social Sciences › Health › Social Media in Health Education
- Keywords
- social network structure, network analysis, social support, social influence, smoking cessation, network integration, two-way communication
- MeSH terms
- Adult, Female, Humans, Male, Middle Aged, Self-Help Groups, Social Support, Systems Theory, Smoking Cessation, Internet
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