{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T18:27:35Z","timestamp":1743013655208,"version":"3.40.3"},"publisher-location":"New York, NY","reference-count":66,"publisher":"Springer New York","isbn-type":[{"type":"print","value":"9780387758886"},{"type":"electronic","value":"9780387304403"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-0-387-30440-3_493","type":"book-chapter","created":{"date-parts":[[2009,6,17]],"date-time":"2009-06-17T16:22:15Z","timestamp":1245255735000},"page":"8306-8319","source":"Crossref","is-referenced-by-count":1,"title":["Social Networks, Diffusion Processes in"],"prefix":"10.1007","author":[{"given":"Thomas W.","family":"Valente","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"493_CR1_493","volume-title":"Diffusion of innovation","author":"EM Rogers","year":"2003","unstructured":"Rogers EM (2003) Diffusion of innovation, 5th edn. The Free Press, NewYork","edition":"5"},{"key":"493_CR2_493","unstructured":"H\u00e4gerstrand T (1967) Innovation diffusion as a\u00a0spatial process. Universityof Chicago Press, Chicago"},{"key":"493_CR3_493","volume-title":"Innovation diffusion: a new perspective","author":"L Brown","year":"1981","unstructured":"Brown L (1981) Innovation diffusion: a\u00a0new perspective. Methuen, NewYork"},{"key":"493_CR4_493","volume-title":"Innovative behavior and communication","author":"TS Robertson","year":"1971","unstructured":"Robertson TS (1971) Innovative behavior and communication. Holt, NewYork"},{"key":"493_CR5_493","volume-title":"The mathematical theory of infectious diseases and its applications","author":"NTJ Bailey","year":"1975","unstructured":"Bailey NTJ (1975) The mathematical theory of infectious diseases and itsapplications. Charles Griffen, London"},{"key":"493_CR6_493","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1177\/0049124193022001005","volume":"22","author":"M Morris","year":"1993","unstructured":"Morris M (1993) Epidemiology and social networks: modeling structureddiffusion. Sociol Methods Res 22:99\u2013126","journal-title":"Sociol Methods Res"},{"key":"493_CR7_493","volume-title":"Network models of the diffusion of innovations","author":"T Valente","year":"1995","unstructured":"Valente T (1995) Network models of the diffusion of innovations. Hampton Press,Cresskill"},{"key":"493_CR8_493","unstructured":"Bael GM, Bohlen JM (1955) How farm people accept new ideas. CooperativeExtension Service Report 15, Ames"},{"key":"493_CR9_493","doi-asserted-by":"crossref","first-page":"237","DOI":"10.2307\/2090611","volume":"28","author":"E Katz","year":"1963","unstructured":"Katz E, Levine ML, Hamilton H (1963) Traditions of research on the diffusion ofinnovation. Am Sociol Rev 28:237\u2013253","journal-title":"Am Sociol Rev"},{"issue":"1","key":"493_CR10_493","first-page":"15","volume":"8","author":"R Ryan","year":"1943","unstructured":"Ryan R, Gross N (1943) The diffusion of hybrid seed corn in two Iowacommunities. Rural Sociol 8(1):15\u201324","journal-title":"Rural Sociol"},{"issue":"3","key":"493_CR11_493","doi-asserted-by":"crossref","first-page":"242","DOI":"10.1177\/1075547095016003002","volume":"16","author":"TW Valente","year":"1995","unstructured":"Valente TW, Rogers EM (1995) The origins and development of the diffusion ofinnovations paradigm as an example of scientific growth. Sci Commun 16(3):242\u201373","journal-title":"Sci Commun"},{"key":"493_CR12_493","volume-title":"Medical innovation: a diffusion study","author":"JS Coleman","year":"1966","unstructured":"Coleman JS, Katz E, Menzel H (1966) Medical innovation: a\u00a0diffusionstudy. Bobbs Merrill, New York"},{"key":"493_CR13_493","first-page":"267","volume":"22","author":"EM Rogers","year":"1957","unstructured":"Rogers EM (1957) Personality correlates of the adoption of technologicalpractices. Rural Sociol 22:267\u2013268","journal-title":"Rural Sociol"},{"key":"493_CR14_493","doi-asserted-by":"crossref","first-page":"1287","DOI":"10.1086\/228667","volume":"92","author":"R Burt","year":"1987","unstructured":"Burt R (1987) Social contagion and innovation: cohesion versus structuralequivalence. Am J\u00a0Sociol 92:1287\u20131335","journal-title":"Am J Sociol"},{"key":"493_CR15_493","doi-asserted-by":"crossref","unstructured":"Bass FM (1969) New product growth for model consumer durables. Manag Sci Sera\u2011Theory 15(5):215\u2013227","DOI":"10.1287\/mnsc.15.5.215"},{"key":"493_CR16_493","volume-title":"A mathematical theory of social change","author":"RL Hamblin","year":"1973","unstructured":"Hamblin RL, Jacobsen RB, Miller JLL (1973) A\u00a0mathematical theory ofsocial change. Wiley, New York"},{"key":"493_CR17_493","doi-asserted-by":"crossref","DOI":"10.4135\/9781412985093","volume-title":"Models of innovation diffusion","author":"V Mahajan","year":"1985","unstructured":"Mahajan V, Peterson RA (1985) Models of innovation diffusion. Sage, NewburgPark"},{"issue":"1","key":"493_CR18_493","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1111\/j.1460-2466.1993.tb01247.x","volume":"43","author":"T Valente","year":"1993","unstructured":"Valente T (1993) Diffusion of innovations and policydecision\u2010making. J\u00a0Commun 43(1):30\u201341","journal-title":"J Commun"},{"key":"493_CR19_493","doi-asserted-by":"crossref","first-page":"1420","DOI":"10.1086\/226707","volume":"83","author":"M Granovetter","year":"1978","unstructured":"Granovetter M (1978) Threshold models of collective behavior. Am J\u00a0Sociol83:1420\u20131443","journal-title":"Am J Sociol"},{"key":"493_CR20_493","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1287\/mksc.16.4.338","volume":"16","author":"C Van den Bulte","year":"1997","unstructured":"Van den Bulte C, Lillien GL (1997) Bias and systematic change in the parameterestimates of macro-level diffusion models. Marketing Sci 16:338\u2013353","journal-title":"Marketing Sci"},{"key":"493_CR21_493","volume-title":"Spatial processes: models and applications","author":"A Cliff","year":"1981","unstructured":"Cliff A, Ord JK (1981) Spatial processes: models and applications. Pion,London"},{"key":"493_CR22_493","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195109580.001.0001","volume-title":"A casebook for spatial statistical data analysis: a compilation of analyses of different thematic data sets","author":"DA Griffith","year":"1999","unstructured":"Griffith DA et al (1999) A\u00a0casebook for spatial statistical dataanalysis: a\u00a0compilation of analyses of different thematic data sets. Oxford University Press, New York"},{"key":"493_CR23_493","volume-title":"Interactive spatial data analysis","author":"TC Bailey","year":"1995","unstructured":"Bailey TC, Gatrell AC (1995) Interactive spatial data analysis. Longman,Essex"},{"key":"493_CR24_493","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1177\/004912417900700404","volume":"7","author":"L Erbing","year":"1979","unstructured":"Erbing L, Young A (1979) Individuals and social structure: contextual effectsas endogenous feedback. Sociol Methods Res 7:396\u2013430","journal-title":"Sociol Methods Res"},{"key":"493_CR25_493","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/0378-8733(82)90031-4","volume":"4","author":"M Dow","year":"1982","unstructured":"Dow M, Burton ML, White DR (1982) Network autocorrelation: a\u00a0simulationstudy of a\u00a0foundational problem in regression and survey research. Soc Netw 4:169\u2013200","journal-title":"Soc Netw"},{"key":"493_CR26_493","doi-asserted-by":"crossref","unstructured":"Dow M (1986) Model selection procedures for network autocorrelated disturbancemodels. Sociol Methods Res 14:403\u2013422","DOI":"10.1177\/0049124186014004003"},{"key":"493_CR27_493","doi-asserted-by":"crossref","unstructured":"Doreian P, Teuter K, Wang C (1984) Network autocorrelation models: some MonteCarlo results. Sociol Methods Res 13:155\u2013200","DOI":"10.1177\/0049124184013002001"},{"key":"493_CR28_493","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1016\/S0277-9536(96)00385-1","volume":"45","author":"TW Valente","year":"1997","unstructured":"Valente TW et al (1997) Social network associations with contraceptive useamong Cameroonian women in voluntary associations. Soc Sci Med 45:677\u2013687","journal-title":"Soc Sci Med"},{"key":"493_CR29_493","first-page":"184","volume":"30","author":"CM Coughenour","year":"1965","unstructured":"Coughenour CM (1965) The problem of reliability of adoption data in surveyresearch. Rural Sociol 30:184\u2013203","journal-title":"Rural Sociol"},{"issue":"9","key":"493_CR30_493","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1093\/oxfordjournals.aje.a116907","volume":"189","author":"P Nischan","year":"1993","unstructured":"Nischan P et al (1993) Comparison of recalled and validated oral contraceptivehistories. 138(9):697\u2013703. Am J\u00a0Epidemiol 189(9):697\u2013703","journal-title":"Am J Epidemiol"},{"key":"493_CR31_493","volume-title":"Social networks through time","author":"PV Marsden","year":"1990","unstructured":"Marsden PV, Podolny J (1990) Dynamic analysis of network diffusionprocesses. In: Weesie J, Flap H (eds) Social networks through time. ISOR, Utrecht"},{"key":"493_CR32_493","doi-asserted-by":"crossref","first-page":"614","DOI":"10.1086\/230318","volume":"99","author":"D Strang","year":"1993","unstructured":"Strang D, Tuma NB (1993) Spatial and temporal heterogeneity in diffusion. AmJ\u00a0Sociol 99:614\u2013639","journal-title":"Am J Sociol"},{"key":"493_CR33_493","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/0378-8733(95)00256-1","volume":"18","author":"T Valente","year":"1996","unstructured":"Valente T (1996) Social network thresholds in the diffusion ofinnovations. Soc Netw 18:69\u201389","journal-title":"Soc Netw"},{"key":"493_CR34_493","doi-asserted-by":"crossref","first-page":"1409","DOI":"10.1086\/320819","volume":"106","author":"C Van den Bulte","year":"2001","unstructured":"Van den Bulte C, Lillien GL (2001) Medical innovation revisited: socialcontagion versus marketing effort. Am J\u00a0Sociol 106:1409\u20131435","journal-title":"Am J Sociol"},{"key":"493_CR35_493","volume-title":"Communication Networks: A new paradigm for research","author":"EM Rogers","year":"1981","unstructured":"Rogers EM, Kincaid DL (1981) Communication Networks: A\u00a0new paradigm forresearch. Free Press, New York"},{"key":"493_CR36_493","unstructured":"Dozier DM (1977) Communication networks and the role of thresholds in theadoption of innovations. Ph\u202fD Thesis, Stanford University"},{"key":"493_CR37_493","volume-title":"Dynamics of values in fertility change","author":"MR Montgomery","year":"1999","unstructured":"Montgomery MR, Chung W (1999) Social networks and the diffusion of fertilitycontrol in the Republic of Korea. In: Leete R (ed) Dynamics of values in fertility change. Oxford University Press, Oxford"},{"key":"493_CR38_493","doi-asserted-by":"crossref","first-page":"369","DOI":"10.2307\/3038290","volume":"34","author":"HP Kohler","year":"1997","unstructured":"Kohler HP (1997) Learning in social networks and contraceptivechoice. Demography 34:369\u2013383","journal-title":"Demography"},{"key":"493_CR39_493","volume-title":"Diffusion processes and fertility transition: selected perspectives","author":"J Casterline","year":"2001","unstructured":"Casterline J (2001) Diffusion processes and fertility transition: selectedperspectives. National Academy Press, Washington"},{"key":"493_CR40_493","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/S0149-7189(01)00012-X","volume":"24","author":"A Neiagus","year":"2001","unstructured":"Neiagus A et al (2001) HIV risk networks and HIV transmission among injectingdrug users. Eval Program Plan 24:221\u2013226","journal-title":"Eval Program Plan"},{"key":"493_CR41_493","first-page":"122","volume":"52","author":"PV Marsden","year":"1987","unstructured":"Marsden PV (1987) Core discussion networks of Americans. Annu Rev Sociol52:122\u2013131","journal-title":"Annu Rev Sociol"},{"key":"493_CR42_493","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1146\/annurev.so.16.080190.002251","volume":"16","author":"PV Marsden","year":"1990","unstructured":"Marsden PV (1990) Network data and measurement. Annu Rev Sociol16:435\u2013463","journal-title":"Annu Rev Sociol"},{"key":"493_CR43_493","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1177\/009365098025001004","volume":"25","author":"T Valente","year":"1998","unstructured":"Valente T, Saba W (1998) Mass media and interpersonal influence ina\u00a0reproductive health communication campaign in Bolivia. Commun Res 25:96\u2013124","journal-title":"Commun Res"},{"key":"493_CR44_493","doi-asserted-by":"crossref","first-page":"406","DOI":"10.2105\/AJPH.91.3.406","volume":"91","author":"T Valente","year":"2001","unstructured":"Valente T, Vlahov D (2001) Selective risk taking among needle exchangeparticipants in Baltimore: implications for supplemental interventions. Am J\u00a0Public Health 91:406\u2013411","journal-title":"Am J Public Health"},{"key":"493_CR45_493","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1037\/0012-1649.33.5.834","volume":"33","author":"KA Urberg","year":"1997","unstructured":"Urberg KA, Degirmencioglu SM, Pilgrim C (1997) Close friend and groupinfluence on adolescent cigarette smoking and alcohol use. Dev Psychol 33:834\u2013844","journal-title":"Dev Psychol"},{"key":"493_CR46_493","doi-asserted-by":"crossref","first-page":"267","DOI":"10.2307\/2093205","volume":"35","author":"MH Becker","year":"1970","unstructured":"Becker MH (1970) Sociometric location and innovativeness: reformulation andextension of the diffusion model. Am Sociol Rev 35:267\u2013282","journal-title":"Am Sociol Rev"},{"key":"493_CR47_493","volume-title":"Network analysis: a handbook","author":"J Scott","year":"2000","unstructured":"Scott J (2000) Network analysis: a\u00a0handbook, 2nd edn. Sage, NewburyPark","edition":"2"},{"key":"493_CR48_493","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511815478","volume-title":"Social networks analysis: methods and applications","author":"S Wasserman","year":"1994","unstructured":"Wasserman S, Faust K (1994) Social networks analysis: methods andapplications. Cambridge University Press, Cambridge"},{"key":"493_CR49_493","doi-asserted-by":"crossref","unstructured":"Entwisle B et al (1996) Community and contraceptive choice in rural Thailand:a\u00a0case study of Nang Rong. Demography 33:1\u201311","DOI":"10.2307\/2061709"},{"issue":"1","key":"493_CR50_493","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/S1054-139X(01)00210-5","volume":"29","author":"C Alexander","year":"2001","unstructured":"Alexander C et al (2001) Peers, schools, and adolescent cigarettesmoking. J\u00a0Adolesc Health 29(1):22\u201330","journal-title":"J Adolesc Health"},{"key":"493_CR51_493","unstructured":"Bearman PS, Jones J, Udry JR (2000) National longitudinal study of adolescenthealth: research design. http:\/\/www.cpc.unc.edu\/projects\/addhealth\/data"},{"key":"493_CR52_493","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1080\/10810730500228789","volume":"10","author":"M Boulay","year":"2005","unstructured":"Boulay M, Valente TW (2005) Dynamic sources of information and dissonance inthe discussion networks of women in rural Nepal. J\u00a0Health Commun 10:519\u2013536","journal-title":"J Health Commun"},{"key":"493_CR53_493","volume-title":"Social dynamics: models and methods","author":"NB Tuma","year":"1984","unstructured":"Tuma NB, Hannan MT (1984) Social dynamics: models and methods. Academic Press,New York"},{"key":"493_CR54_493","doi-asserted-by":"crossref","DOI":"10.4135\/9781412984195","volume-title":"Event history analysis","author":"PD Allison","year":"1984","unstructured":"Allison PD (1984) Event history analysis. Sage, NewberryPark"},{"key":"493_CR55_493","volume-title":"Stochastic models for social processes","author":"DJ Bartholomew","year":"1982","unstructured":"Bartholomew DJ (1982) Stochastic models for social processes. Wiley, NewYork"},{"issue":"3","key":"493_CR56_493","doi-asserted-by":"crossref","first-page":"340","DOI":"10.1177\/0049124193021003003","volume":"21","author":"JD Teachman","year":"1993","unstructured":"Teachman JD, Hayward MD (1993) Interpreting hazard rate models. Sociol MethodsRes 21(3):340\u2013371","journal-title":"Sociol Methods Res"},{"key":"493_CR57_493","volume-title":"Maximum likelihood estimation: logic and practice","author":"SR Eliason","year":"1979","unstructured":"Eliason SR (1979) Maximum likelihood estimation: logic and practice. Sage,Newburg Park"},{"key":"493_CR58_493","volume-title":"Models and methods in social network analysis","author":"T Valente","year":"2005","unstructured":"Valente T (2005) Models and methods for innovation diffusion. In: CarringtonPJ, Scott J, Wasserman S (eds) Models and methods in social network analysis. Cambridge University Press, Cambridge"},{"key":"493_CR59_493","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1086\/303110","volume":"106","author":"DJ Myers","year":"2000","unstructured":"Myers DJ (2000) The diffusion of collective violence: infectiousness,susceptibility, and mass media networks. Am J\u00a0Sociol 106:173\u2013208","journal-title":"Am J Sociol"},{"key":"493_CR60_493","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1353\/dem.2001.0005","volume":"38","author":"H-P Kohler","year":"2001","unstructured":"Kohler H-P, Behrman JR, Watkins SC (2001) The density of social networks andfertility decisions: evidence from South Nyanza District, Kenya. Demography 38:43\u201358","journal-title":"Demography"},{"key":"493_CR61_493","unstructured":"Montgomery MR et al (1999) Social networks and contraceptive dynamics inSouthern Ghana. Paper presented at the annual meeting of the Population Association of America. Washington DC"},{"key":"493_CR62_493","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/S0378-8733(00)00030-7","volume":"22","author":"K White","year":"2000","unstructured":"White K, Watkins SC (2000) Accuracy, stability and reciprocity in informalconversational networks in rural Kenya. Soc Netw 22:337\u2013356","journal-title":"Soc Netw"},{"key":"493_CR63_493","volume-title":"Diffusion processes and fertility transition: selected perspectives","author":"KM Carley","year":"2001","unstructured":"Carley KM (2001) Learning and using new ideas: a\u00a0socio\u2010cognitiveapproach. In: Casterline J (ed) Diffusion processes and fertility transition: selected perspectives. National Academy Press,Washington"},{"key":"493_CR64_493","volume-title":"Generative social science","author":"JM Epstein","year":"2006","unstructured":"Epstein JM (2006) Generative social science. Princeton University Press,Princeton"},{"key":"493_CR65_493","doi-asserted-by":"crossref","unstructured":"Valente TW, Fosados R (2006) Diffusion of innovations and networksegmentation: the part played by people in the promotion of health. J\u00a0Sex Transm Dis 33:S23-S31","DOI":"10.1097\/01.olq.0000221018.32533.6d"},{"key":"493_CR66_493","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.socnet.2006.08.002","volume":"29","author":"G Robins","year":"2007","unstructured":"Robins G, Pattison P, Kalish Y, Lusher D (2007) An introduction to exponentialrandom graph (p*) models for social networks. Soc Netw 29:173\u2013191","journal-title":"Soc Netw"}],"container-title":["Encyclopedia of Complexity and Systems Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-0-387-30440-3_493","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T05:08:42Z","timestamp":1724303322000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-0-387-30440-3_493"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9780387758886","9780387304403"],"references-count":66,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-30440-3_493","relation":{},"subject":[],"published":{"date-parts":[[2009]]}}}