{"id":"https://openalex.org/W2160720257","doi":"https://doi.org/10.2753/mis0742-1222300207","title":"Network Structure and Observational Learning: Evidence from a Location-Based Social Network","display_name":"Network Structure and Observational Learning: Evidence from a Location-Based Social Network","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2160720257","doi":"https://doi.org/10.2753/mis0742-1222300207","mag":"2160720257"},"language":"en","primary_location":{"id":"doi:10.2753/mis0742-1222300207","is_oa":false,"landing_page_url":"https://doi.org/10.2753/mis0742-1222300207","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101989381","display_name":"Zhan Shi","orcid":"https://orcid.org/0000-0002-2815-252X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhan Shi","raw_affiliation_strings":["a Department of Information Systems at the W.P. Carey School of Business, Arizona State University","Department of Information Systems at the W.P. Carey School of Business, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"a Department of Information Systems at the W.P. Carey School of Business, Arizona State University","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Information Systems at the W.P. Carey School of Business, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041944945","display_name":"Andrew B. Whinston","orcid":"https://orcid.org/0000-0002-8580-4088"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew B. Whinston","raw_affiliation_strings":["b Operation Management Department at the McCombs School of Business, University of Texas at Austin","Operation Management Department at the McCombs School of Business, University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"b Operation Management Department at the McCombs School of Business, University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Operation Management Department at the McCombs School of Business, University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2036,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.92351646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"2","first_page":"185","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11239","display_name":"Social Capital and Networks","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/observational-learning","display_name":"Observational learning","score":0.7411823868751526},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.711046040058136},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6522543430328369},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6156916618347168},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.537908136844635},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.5099118947982788},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.49866580963134766},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.48094767332077026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4616395831108093},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44756096601486206},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.37180042266845703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3107385039329529},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.20488619804382324},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.19654414057731628},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17693504691123962},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.17524012923240662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1233559250831604}],"concepts":[{"id":"https://openalex.org/C102483320","wikidata":"https://www.wikidata.org/wiki/Q1143725","display_name":"Observational learning","level":3,"score":0.7411823868751526},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.711046040058136},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6522543430328369},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6156916618347168},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.537908136844635},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.5099118947982788},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.49866580963134766},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48094767332077026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4616395831108093},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44756096601486206},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.37180042266845703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3107385039329529},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.20488619804382324},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.19654414057731628},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17693504691123962},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.17524012923240662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1233559250831604},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2753/mis0742-1222300207","is_oa":false,"landing_page_url":"https://doi.org/10.2753/mis0742-1222300207","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1485623843","https://openalex.org/W1554269503","https://openalex.org/W1902027874","https://openalex.org/W1965291015","https://openalex.org/W1970874697","https://openalex.org/W1971937094","https://openalex.org/W1974760539","https://openalex.org/W1994918139","https://openalex.org/W2025066498","https://openalex.org/W2037933327","https://openalex.org/W2041157860","https://openalex.org/W2047427859","https://openalex.org/W2054141820","https://openalex.org/W2061901927","https://openalex.org/W2062501218","https://openalex.org/W2064062304","https://openalex.org/W2066095955","https://openalex.org/W2066636486","https://openalex.org/W2084243060","https://openalex.org/W2087906029","https://openalex.org/W2091087160","https://openalex.org/W2096365673","https://openalex.org/W2096966286","https://openalex.org/W2098793158","https://openalex.org/W2109469951","https://openalex.org/W2112090702","https://openalex.org/W2114389382","https://openalex.org/W2114696370","https://openalex.org/W2117594039","https://openalex.org/W2119825970","https://openalex.org/W2124758339","https://openalex.org/W2126981385","https://openalex.org/W2140950724","https://openalex.org/W2145976030","https://openalex.org/W2148606196","https://openalex.org/W2149910108","https://openalex.org/W2171960770","https://openalex.org/W2173363650","https://openalex.org/W2399404755","https://openalex.org/W2999905431","https://openalex.org/W3021304644","https://openalex.org/W3099386891","https://openalex.org/W3121160247","https://openalex.org/W3122000667","https://openalex.org/W3123608443","https://openalex.org/W3123759571","https://openalex.org/W3125601827","https://openalex.org/W3125904850","https://openalex.org/W3143596294","https://openalex.org/W4232932184","https://openalex.org/W4388400451","https://openalex.org/W6884869861"],"related_works":["https://openalex.org/W4282971311","https://openalex.org/W2572700642","https://openalex.org/W4250345647","https://openalex.org/W4318562264","https://openalex.org/W1484108212","https://openalex.org/W2336592161","https://openalex.org/W4389830402","https://openalex.org/W2918766108","https://openalex.org/W4206226807","https://openalex.org/W2087654820"],"abstract_inverted_index":{"In":[0,28],"recent":[1],"years,":[2],"there":[3],"has":[4],"been":[5],"stellar":[6],"growth":[7],"of":[8,45,121,131,138,194],"location-based/enabled":[9],"social":[10,199,213,222],"networks":[11],"in":[12,62,83,101,148,197,220],"which":[13,102],"people":[14],"can":[15,165],"\"check":[16],"in\"":[17],"to":[18,182],"physical":[19],"venues":[20],"they":[21],"are":[22,88,94,180],"visiting":[23,46],"and":[24,110,150,216],"share":[25],"with":[26,128],"friends.":[27],"this":[29,52],"paper,":[30],"we":[31,103,153],"hypothesize":[32],"that":[33,51,118,155,205],"the":[34,42,57,73,86,106,119,129,136,139,146,157,172,192],"\"check-ins\"":[35],"made":[36],"by":[37,160,178],"friends":[38,123,179],"help":[39],"users":[40],"learn":[41,75],"potential":[43],"payoff":[44],"a":[47,63,97,132,161,167,184,198,221],"venue.":[48],"We":[49],"argue":[50],"learning-in-a-network":[53],"process":[54],"differs":[55],"from":[56,70,76],"classic":[58],"observational":[59,141,195],"learning":[60,142,196],"model":[61],"subtle":[64],"yet":[65],"important":[66],"way:":[67],"Rather":[68],"than":[69,171],"anonymous":[71],"others,":[72],"agents":[74,87],"their":[77,111],"network":[78,200,209],"friends,":[79],"about":[80],"whose":[81],"tastes":[82],"experience":[84],"goods":[85],"better":[89],"informed.":[90],"The":[91,114],"empirical":[92,188],"analyses":[93],"conducted":[95],"on":[96,145],"unique":[98],"data":[99],"set":[100],"observe":[104],"both":[105],"explicit":[107],"interpersonal":[108],"relationships":[109],"ensuing":[112],"check-ins.":[113],"key":[115],"result":[116,170,189],"is":[117,124],"proportion":[120,174],"checked-in":[122],"not":[125],"positively":[126],"associated":[127],"likelihood":[130],"new":[133],"visit,":[134],"rejecting":[135],"prediction":[137],"conventional":[140],"model.":[143],"Drawing":[144],"literature":[147],"sociology":[149],"computer":[151],"science,":[152],"show":[154],"weighting":[156],"friends'":[158],"check-ins":[159,177],"parsimonious":[162],"proximity":[163,210],"measure":[164],"yield":[166],"more":[168],"intuitive":[169],"plain":[173],"does.":[175],"Repeated":[176],"found":[181],"have":[183],"pronounced":[185],"effect.":[186],"Our":[187],"calls":[190],"for":[191],"revisiting":[193],"setting.":[201],"It":[202],"also":[203],"suggests":[204],"practitioners":[206],"should":[207],"incorporate":[208],"when":[211],"designing":[212],"recommendation":[214],"products":[215],"conducting":[217],"promotional":[218],"campaigns":[219],"network.":[223]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
