{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:30:25Z","timestamp":1742913025952,"version":"3.40.3"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030054137"},{"type":"electronic","value":"9783030054144"}],"license":[{"start":{"date-parts":[[2018,12,5]],"date-time":"2018-12-05T00:00:00Z","timestamp":1543968000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-05414-4_24","type":"book-chapter","created":{"date-parts":[[2018,12,4]],"date-time":"2018-12-04T22:32:48Z","timestamp":1543962768000},"page":"300-313","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Peer Influence in Large Dynamic Network: Quasi-experimental Evidence from Scratch"],"prefix":"10.1007","author":[{"given":"Abhishek","family":"Samantray","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Massimo","family":"Riccaboni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,5]]},"reference":[{"issue":"2","key":"24_CR1","doi-asserted-by":"crossref","first-page":"9:1\u20139: 33","DOI":"10.1145\/2180861.2180866","volume":"6","author":"LM Aiello","year":"2012","unstructured":"Aiello, L.M., Barrat, A., Schifanella, R., Cattuto, C., Markines, B., Menczer, F.: Friendship prediction and homophily in social media. ACM Trans. Web 6(2), 9:1\u20139: 33 (2012)","journal-title":"ACM Trans. Web"},{"issue":"51","key":"24_CR2","doi-asserted-by":"crossref","first-page":"21544","DOI":"10.1073\/pnas.0908800106","volume":"106","author":"S Aral","year":"2009","unstructured":"Aral, S., Muchnik, L., Sundararajan, A.: Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. PNAS 106(51), 21544\u201321549 (2009)","journal-title":"PNAS"},{"issue":"6","key":"24_CR3","doi-asserted-by":"crossref","first-page":"1352","DOI":"10.1287\/mnsc.2014.1936","volume":"60","author":"S Aral","year":"2014","unstructured":"Aral, S., Walker, D.: Tie strength, embeddedness, and social influence: a large-scale networked experiment. Manag. Sci. 60(6), 1352\u20131370 (2014)","journal-title":"Manag. Sci."},{"issue":"1","key":"24_CR4","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1017\/S0007123412000713","volume":"44","author":"MD Atkinson","year":"2014","unstructured":"Atkinson, M.D., Fowler, A.: Social capital and voter turnout: evidence from saint\u2019s day fiestas in mexico. Br. J. Polit. Sci. 44(1), 41\u201359 (2014)","journal-title":"Br. J. Polit. Sci."},{"issue":"10","key":"24_CR5","doi-asserted-by":"crossref","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech. Theory Exp. 2008(10), P10008 (2008)","journal-title":"J. Stat. Mech. Theory Exp."},{"issue":"5996","key":"24_CR6","doi-asserted-by":"crossref","first-page":"1194","DOI":"10.1126\/science.1185231","volume":"329","author":"D Centola","year":"2010","unstructured":"Centola, D.: The spread of behavior in an online social network experiment. Science 329(5996), 1194\u20131197 (2010)","journal-title":"Science"},{"issue":"6","key":"24_CR7","doi-asserted-by":"crossref","first-page":"066,111","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A Clauset","year":"2004","unstructured":"Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70(6), 066,111 (2004)","journal-title":"Phys. Rev. E"},{"key":"24_CR8","unstructured":"Eckles, D.: Identifying peer influence effects in observational social network data: an evaluation of propensity score methods. Technical Report, Stanford University (2010)"},{"key":"24_CR9","unstructured":"Eckles, D., Bakshy, E.: Bias and high-dimensional adjustment in observational studies of peer effects. Technical Report, MIT (2010)"},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"Feld, J., Z\u00f6litz, : U.: Understanding peer effects - on the nature, estimation and channels of peer effects. Technical Report No ROA-RM-2016\/1. University, Maastricht (2016)","DOI":"10.2139\/ssrn.2684278"},{"issue":"2","key":"24_CR11","doi-asserted-by":"crossref","first-page":"122","DOI":"10.2307\/2112858","volume":"63","author":"MT Hallinan","year":"1990","unstructured":"Hallinan, M.T., Williams, R.A.: Students\u2019 characteristics and the peer-influence process. Sociol. Educ. 63(2), 122\u2013132 (1990)","journal-title":"Sociol. Educ."},{"key":"24_CR12","doi-asserted-by":"crossref","first-page":"170002","DOI":"10.1038\/sdata.2017.2","volume":"4","author":"BM Hill","year":"2017","unstructured":"Hill, B.M., Monroy-Hern\u00e1ndez, A.: A longitudinal dataset of five years of public activity in the scratch online community. Sci. Data 4, 170002 (2017)","journal-title":"Sci. Data"},{"issue":"3","key":"24_CR13","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1093\/pan\/mpl013","volume":"15","author":"D Ho","year":"2007","unstructured":"Ho, D., Imai, K., King, G., Stuart, E.: Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Polit. Anal. 15(3), 199\u2013236 (2007)","journal-title":"Polit. Anal."},{"issue":"4","key":"24_CR14","doi-asserted-by":"crossref","first-page":"1197","DOI":"10.2307\/1962585","volume":"81","author":"R Huckfeldt","year":"1987","unstructured":"Huckfeldt, R., Sprague, J.: Networks in context: the social flow of political information. Am. Polit. Sci. Rev. 81(4), 1197\u20131216 (1987)","journal-title":"Am. Polit. Sci. Rev."},{"issue":"4","key":"24_CR15","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1037\/a0020761","volume":"15","author":"K Imai","year":"2010","unstructured":"Imai, K., Keele, L., Tingley, D.: A general approach to causal mediation analysis. Psychol. Methods 15(4), 309\u2013334 (2010)","journal-title":"Psychol. Methods"},{"key":"24_CR16","unstructured":"King, G., Nielsen, R.: Why propensity scores should not be used for matching. Technical Report, Harvard University (2016)"},{"issue":"24","key":"24_CR17","doi-asserted-by":"crossref","first-page":"8788","DOI":"10.1073\/pnas.1320040111","volume":"111","author":"ADI Kramer","year":"2014","unstructured":"Kramer, A.D.I., Guillory, J.E., Hancock, J.T.: Experimental evidence of massive-scale emotional contagion through social networks. PNAS 111(24), 8788\u20138790 (2014)","journal-title":"PNAS"},{"issue":"1","key":"24_CR18","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1073\/pnas.1109739109","volume":"109","author":"K Lewis","year":"2012","unstructured":"Lewis, K., Gonzalez, M., Kaufman, J.: Social selection and peer influence in an online social network. PNAS 109(1), 68\u201372 (2012)","journal-title":"PNAS"},{"issue":"3","key":"24_CR19","doi-asserted-by":"crossref","first-page":"531","DOI":"10.2307\/2298123","volume":"60","author":"CF Manski","year":"1993","unstructured":"Manski, C.F.: Identification of endogenous social effects: the reflection problem. Rev. Econ. Stud. 60(3), 531\u2013542 (1993)","journal-title":"Rev. Econ. Stud."},{"issue":"3","key":"24_CR20","doi-asserted-by":"crossref","first-page":"764","DOI":"10.1073\/pnas.1110069108","volume":"109","author":"W Mason","year":"2012","unstructured":"Mason, W., Watts, D.J.: Collaborative learning in networks. PNAS 109(3), 764\u2013769 (2012)","journal-title":"PNAS"},{"issue":"1","key":"24_CR21","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1146\/annurev.soc.27.1.415","volume":"27","author":"M McPherson","year":"2001","unstructured":"McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Annu. Rev. Sociol. 27(1), 415\u2013444 (2001)","journal-title":"Annu. Rev. Sociol."},{"issue":"2","key":"24_CR22","doi-asserted-by":"crossref","first-page":"026,126","DOI":"10.1103\/PhysRevE.67.026126","volume":"67","author":"MEJ Newman","year":"2003","unstructured":"Newman, M.E.J.: Mixing patterns in networks. Phys. Rev. E 67(2), 026,126 (2003)","journal-title":"Phys. Rev. E"},{"key":"24_CR23","first-page":"441","volume-title":"Educational Data Mining: Applications and Trends","author":"R Reihaneh","year":"2014","unstructured":"Reihaneh, R., Elatia, S., Takaffoli, M., Za\u00efane, O.R.: Collaborative learning of students in online discussion forums: a social network analysis perspective. Educational Data Mining: Applications and Trends, pp. 441\u2013466. Springer, Cham (2014)"},{"issue":"2","key":"24_CR24","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1162\/00335530151144131","volume":"116","author":"B Sacerdote","year":"2001","unstructured":"Sacerdote, B.: Peer effects with random assignment: results for dartmouth roommates. Q. J. Econ. 116(2), 681\u2013704 (2001)","journal-title":"Q. J. Econ."},{"issue":"2","key":"24_CR25","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1177\/0049124111404820","volume":"40","author":"CR Shalizi","year":"2011","unstructured":"Shalizi, C.R., Thomas, A.C.: Homophily and contagion are generically confounded in observational social network studies. Sociol. Methods Res. 40(2), 211\u2013239 (2011)","journal-title":"Sociol. Methods Res."},{"issue":"37","key":"24_CR26","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1146\/annurev.soc.012809.102709","volume":"11","author":"TA Snijders","year":"2011","unstructured":"Snijders, T.A.: Statistical models for social networks. Annu. Rev. Sociol. 11(37), 131\u201353 (2011)","journal-title":"Annu. Rev. Sociol."},{"issue":"1","key":"24_CR27","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.socnet.2009.02.004","volume":"32","author":"TA Snijders","year":"2010","unstructured":"Snijders, T.A., van de Bunt, G.G., Steglich, C.E.: Introduction to stochastic actor-based models for network dynamics. Soc. Netw. 32(1), 44\u201360 (2010)","journal-title":"Soc. Netw."},{"issue":"1","key":"24_CR28","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1111\/j.1467-9531.2010.01225.x","volume":"40","author":"C Steglich","year":"2010","unstructured":"Steglich, C., Snijders, T.A.B., Pearson, M.: Dynamic networks and behavior: separating selection from influence. Sociol. Methodol. 40(1), 329\u2013393 (2010)","journal-title":"Sociol. Methodol."},{"issue":"5","key":"24_CR29","first-page":"1","volume":"59","author":"D Tingley","year":"2014","unstructured":"Tingley, D., Yamamoto, T., Hirose, K., Keele, L., Imai, K.: Mediation: R package for causal mediation analysis. J. Stat. Softw., Articles 59(5), 1\u201338 (2014)","journal-title":"J. Stat. Softw., Articles"}],"container-title":["Studies in Computational Intelligence","Complex Networks and Their Applications VII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-05414-4_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,7]],"date-time":"2022-09-07T16:00:01Z","timestamp":1662566401000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-05414-4_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,5]]},"ISBN":["9783030054137","9783030054144"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-05414-4_24","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2018,12,5]]},"assertion":[{"value":"COMPLEX NETWORKS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cambridge","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 December 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 December 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}