The DOI matches its Crossref record; 52 of the 52 references it cites were found in a registry or an index.
Network Interventions
Abstract
Network, Network, Network: The fact that our interactions with others influence many of our decisions has led to research on characterizing the networks to which we belong and, more recently, on interventions that can change networks thereby changing behavior. This can have a variety of purposes, including promoting information flow through an organization or finding vulnerable points in bioterrorist networks. Valente (p. 49 ) reviews a variety of strategies for affecting networks.
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“In general, interventions delivered by people from the community of the beneficiaries of the program will be more effective than those delivered by outside agencies that are less connected to program recipients [22, 23].”
From Social Network Analysis for Program Implementation (2015) · cites this paper as [22]
In the citing paper
“Many other network interventions are possible, and Valente [22] classified them into four broad strategies, each comprised of several tactical alternatives with each tactic having from one to many operational choices.”
From Social Network Analysis for Program Implementation (2015) · cites this paper as [22]
In the citing paper
“Network-identified peer opinion leaders have been used in dozens of studies to accelerate behavior change.”
From Social Network Analysis for Program Implementation (2015) · cites this paper as [22]
In the citing paper
“Research has shown that who delivers the program, and the social context of its receipt has a strong impact on program appeal and impact [22, 58].”
From Social Network Analysis for Program Implementation (2015) · cites this paper as [22]
Citations
Cites
Social Network Analysis: Methods and Applications
Wasserman, S., & Faust, K. (1994) · doi:10.1017/cbo9780511815478 · Cited by 17,557
Centrality in social networks conceptual clarification
Freeman, L. C. (1978) · Social Networks · doi:10.1016/0378-8733(78)90021-7 · Cited by 17,062
Community structure in social and biological networks
Girvan, M., & Newman, M. E. J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.122653799 · Cited by 15,502
Finding and evaluating community structure in networks
Newman, M. E. J., & Girvan, M. (2004) · Physical Review E · doi:10.1103/physreve.69.026113 · Cited by 13,931
Network Externalities, Competition, and Compatibility
Katz, M. L. (1985) · American Economic Review · Cited by 6,052
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
Respondent-Driven Sampling: A New Approach to the Study of Hidden Populations
Heckathorn, D. D. (1997) · Social Problems · doi:10.2307/3096941 · Cited by 4,379
The Influence of Source Credibility on Communication Effectiveness
Hovland, C. I., & Weiss, W. (1951) · Public Opinion Quarterly · doi:10.1086/266350 · Cited by 3,543
The spread of behavior in an online social network experiment
Centola, D. (2010) · Science · doi:10.1126/science.1185231 · Cited by 2,692
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
Brokerage and Closure: An Introduction to Social Capital
Burt, R. S. (2005) · doi:10.1093/oso/9780199249145.001.0001 · Cited by 2,203
Theories of Communication Networks
Monge, P. R., & Contractor, N. (2003) · doi:10.1093/oso/9780195160369.001.0001 · Cited by 2,141
Watts, D. J. (1999) · Princeton University Press eBooks · doi:10.1515/9780691188331 · Cited by 2,127
Introduction to stochastic actor-based models for network dynamics
Snijders, T. A. B., van de Bunt, G. G., & Steglich, C. E. G. (2010) · Social Networks · doi:10.1016/j.socnet.2009.02.004 · Cited by 2,103
Social Structure from Multiple Networks. I. Blockmodels of Roles and Positions
White, H. C., Boorman, S. A., & Breiger, R. L. (1976) · American Journal of Sociology · doi:10.1086/226141 · Cited by 2,097
An introduction to exponential random graph (p*) models for social networks
Robins, G. L., Pattison, P. E., Kalish, Y., & Lusher, D. (2006) · Social Networks · doi:10.1016/j.socnet.2006.08.002 · Cited by 2,001
Peer Effects with Random Assignment: Results for Dartmouth Roommates
Sacerdote, B. (2001) · The Quarterly Journal of Economics · doi:10.1162/00335530151144131 · Cited by 1,841
Structures of Mediation: A Formal Approach to Brokerage in Transaction Networks
Gould, R. V., & Fernandez, R. M. (1989) · Sociological Methodology · doi:10.2307/270949 · Cited by 1,345
Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks
Aral, S., Muchnik, L., & Sundararajan, A. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0908800106 · Cited by 1,207
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
Toward a “Critical Mass” Theory of Interactive Media
Markus, M. L. (1987) · Communication Research · doi:10.1177/009365087014005003 · Cited by 1,170
Boulos, M. N. K., Wheeler, S., Tavares, C., & Jones, R. B. (2011) · BioMedical Engineering OnLine · doi:10.1186/1475-925x-10-24 · Cited by 1,123
Social network thresholds in the diffusion of innovations
Valente, T. W. (1996) · Social Networks · doi:10.1016/0378-8733(95)00256-1 · Cited by 1,075
Self-citationSocial Networks and Health: Models, Methods, and Applications
Valente, T. W. (2010) · doi:10.1093/acprof:oso/9780195301014.001.0001 · Cited by 933
Self-citationMaking Invisible Work Visible: Using Social Network Analysis to Support Strategic Collaboration
Cross, R., Borgatti, S. P., & Parker, A. (2002) · California Management Review · doi:10.2307/41166121 · Cited by 924
Identifying opinion leaders to promote behavior change
Valente, T. W., & Pumpuang, P. (2007) · Health Education & Behavior · doi:10.1177/1090198106297855 · Cited by 884
Self-citationAral, S., & Walker, D. (2011) · Management Science · doi:10.1287/mnsc.1110.1421 · Cited by 786
Accelerating the Diffusion of Innovations Using Opinion Leaders
Valente, T. W., & Davis, R. (1999) · The Annals of the American Academy of Political and Social Science · doi:10.1177/000271629956600105 · Cited by 720
Self-citationIs Voting Contagious? Evidence from Two Field Experiments
Nickerson, D. W. (2008) · American Political Science Review · doi:10.1017/s0003055408080039 · Cited by 621
Medley, A. M., Kennedy, C. E., O’Reilly, K., & Sweat, M. D. (2009) · AIDS Education and Prevention · doi:10.1521/aeap.2009.21.3.181 · Cited by 563
Doreian, P., Batagelj, V., & Ferligoj, A. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511584176 · Cited by 477
Sociometric Location and Innovativeness: Reformulation and Extension of the Diffusion Model
Becker, M. H. (1970) · American Sociological Review · doi:10.2307/2093205 · Cited by 446
Valente, T. W., Hoffman, B. R., Ritt-Olson, A., Lichtman, K., & Johnson, C. A. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.11.1837 · Cited by 301
Self-citationValente, T. W., Ritt‐Olson, A., Stacy, A., Unger, J. B., Okamoto, J., & Sussman, S. (2007) · Addiction · doi:10.1111/j.1360-0443.2007.01992.x · Cited by 260
Self-citationAre Peer Interventions for HIV Efficacious? A Systematic Review
Simoni, J. M., Nelson, K. M., Franks, J. C., Yard, S. S., & Lehavot, K. (2011) · AIDS and Behavior · doi:10.1007/s10461-011-9963-5 · Cited by 233
Bridging: Locating critical connectors in a network
Valente, T. W., & Fujimoto, K. (2010) · Social Networks · doi:10.1016/j.socnet.2010.03.003 · Cited by 179
Self-citationLatkin, C. A., Donnell, D. J., Metzger, D. S., Sherman, S. G., Aramrattna, A., Davis-Vogel, A., Quan, V. M., Gandham, S., Vongchak, T., Perdue, T., et al. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.11.019 · Cited by 163
Exploring the use of social network methods in designing healthcare quality improvement teams
Meltzer, D. O., Chung, J. W., Khalili, P., Marlow, E., Arora, V. M., Schumock, G. T., & Burt, R. (2010) · Social Science & Medicine · doi:10.1016/j.socscimed.2010.05.012 · Cited by 151
Engineering social contagions: Optimal network seeding in the presence of homophily
Aral, S., Muchnik, L., & Sundararajan, A. (2013) · Network Science · doi:10.1017/nws.2013.6 · Cited by 149
Kelly, J. A., Amirkhanian, Y. A., Kabakchieva, E., Vassileva, S., Vassilev, B., McAuliffe, T. L., DiFranceisco, W. J., Antonova, R., Petrova, E., Khoursine, R. A., et al. (2006) · BMJ · doi:10.1136/bmj.38992.478299.55 · Cited by 120
Lin, Z. “., Zhao, X., Ismail, K. M., & Carley, K. M. (2006) · Organization Science · doi:10.1287/orsc.1060.0210 · Cited by 119
The Internet and Health Communication: Experiences and Expectations
Rice, R. E., & Katz, J. E. (2001) · Sage eBooks · doi:10.4135/9781452233277 · Cited by 115
Starkey, F., Audrey, S., Holliday, J., Moore, L., & Campbell, R. M. (2009) · Health Education Research · doi:10.1093/her/cyp045 · Cited by 115
Latkin, C. A., Mandell, W., Vlahov, D., Oziemkowska, M., & Celentano, D. D. (1996) · American Journal of Community Psychology · doi:10.1007/bf02512026 · Cited by 101
Predictors of accuracy in perceiving informal social networks
Bondonio, D. (1998) · Social Networks · doi:10.1016/s0378-8733(98)00007-0 · Cited by 100
Collaboration and competition in a children's health initiative coalition: A network analysis
Valente, T. W., Coronges, K. A., Stevens, G. D., & Cousineau, M. R. (2008) · Evaluation and Program Planning · doi:10.1016/j.evalprogplan.2008.06.002 · Cited by 97
Self-citationInterdependencies and Social Processes: Dependence Graphs and Generalized Dependence Structures
Robins, G. L., & Pattison, P. E. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511811395.010 · Cited by 96
Strategies for Combating Dark Networks
Roberts, N., & Everton, S. F. (2011) · Journal of Social Structure · doi:10.21307/joss-2019-030 · Cited by 94
Implementing a 5-a-Day Peer Health Educator Program for Public Sector Labor and Trades Employees
Buller, D. B., Buller, M. K., Larkey, L., Sennott‐Miller, L., TAREN, D. L., Aickin, M. G., Wentzel, T. M., & Morrill, C. (2000) · Health Education & Behavior · doi:10.1177/109019810002700209 · Cited by 71
Induced, endogenous and exogenous centrality
Everett, M. G., & Borgatti, S. P. (2010) · Social Networks · doi:10.1016/j.socnet.2010.06.004 · Cited by 60
Reliability of Social Network Measurement Instruments
Hlebec, V., & Ferligoj, A. (2002) · Field Methods · doi:10.1177/15222x014003003 · Cited by 43
Lay health advisors: sexually transmitted disease prevention through community involvement.
Jc, T., Eng, E., Clark, M., Robinson, J., & Blumenthal, C. (1998) · PubMed · Cited by 33
Flagged first, then by citations
Research works printed but not linked: 15
- M. Newman A. L. Barabási D. Watts The Structure and Dynamics of Networks (Princeton Univ. Press Princeton NJ 2006).
- R. Cross A. Parker The Hidden Power of Social Newtorks: Understanding How Work Really Gets Done in Organizations (Harvard Business School Press Cambridge MA 2006).
- E. M. Rogers Diffusion of Innovations (Free Press New York ed. 5 2003).
- T. W. Valente Network Models of the Diffusion of Innovations (Hampton Press Cresskill NJ 1995).
- E. R. Wenger R. McDermott W. Snyder Cultivating Communities of Practice: A Guide to Managing Knowledge (Harvard Business School Press Boston 2002).
- G. Pickard et al . Time critical social mobilization: The DARPA Network Challenge winning strategy http://arxiv.org/abs/1008.3172v1 (2010). · arXiv
- S. Aral L. Muchnik A. Sundararajan “Engineering social contagions: Optimal network seeding and incentive strategies” Stern working paper (New York Univ. New York 2011). · DOI
- J. A. Palmore in Sociological Contributions to Family Planning Research D. J. Bogue Ed. (Univ. of Chicago Press Chicago 1967) pp. 272–363.
- 10.1525/sp.1997.44.2.03x0221m · DOI
- 10.1177/0002716299566001005 · DOI
- D. Koschützki et al . in Network Analysis: Methodological Foundations U. Brandes T. Erlebach Eds. (Springer Berlin 2005).
- P. Marsden in Models and Methods in Social Network Analysis P. J. Carrington J. Scott S. Wasserman Eds. (Cambridge Univ. Press New York 2005) pp. 8–30.
- C. F. Manski Identification Problems in the Social Sciences (Harvard Univ. Press Cambridge MA 1995).
- P. Doreian F. Stokman Eds. Evolution of Social Networks (Routledge New York 1997).
- T. A. B. Snijders in Models and Methods in Social Network Analysis P. J. Carrington J. Scott S. Wasserman Eds. (Cambridge Univ. Press New York 2005) pp. 215–247.
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Costantini, G., Epskamp, S., Borsboom, D., Perugini, M., Mõttus, R., Waldorp, L., & Cramer, A. O. J. (2014) · Journal of Research in Personality · doi:10.1016/j.jrp.2014.07.003 · Cited by 1,058
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Metadata
- Authors
- Valente, T. W.
- Affiliations
- University of Southern California (US)
- Corresponding author
- Valente, Thomas W.
- ORCID
- Valente, Thomas W.
- Venue
- Science
- Published
- 2012-07-06
- Volume
- 337
- Issue
- 6090
- Pages
- 49-53
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W4212942297
- Cited by
- 1,271
- References
- 52
- Citations by year
- 2026: 89 · 2025: 105 · 2024: 95 · 2023: 88 · 2022: 126 · 2021: 123 · 2020: 114 · 2019: 108 · 2018: 94 · 2017: 84 · 2016: 69 · 2015: 80 · 2014: 51 · 2013: 40 · 2012: 5
- FWCI
- 2.23
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute on Alcohol Abuse and Alcoholism (RC1AA019239)
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Opinion Dynamics and Social Influence
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Keywords
- network intervention, social network data, behavior change, organizational performance, social networks, intervention strategies, mathematical algorithms, social environment
- MeSH terms
- Behavior, Group Processes, Humans, Organizational Innovation, Policy Making, Health Behavior, Randomized Controlled Trials as Topic, Efficiency, Organizational, Internet, Electronic Mail, Social Networking
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