{"id":"https://openalex.org/W3102772565","doi":"https://doi.org/10.1108/dta-01-2019-0013","title":"Data access as a big competitive advantage: evidence from China's car-hailing platforms","display_name":"Data access as a big competitive advantage: evidence from China's car-hailing platforms","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3102772565","doi":"https://doi.org/10.1108/dta-01-2019-0013","mag":"3102772565"},"language":"en","primary_location":{"id":"doi:10.1108/dta-01-2019-0013","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-01-2019-0013","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","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/A5061765321","display_name":"Lei Huang","orcid":"https://orcid.org/0000-0003-0989-5392"},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210149693","display_name":"Chinese Academy of Science and Technology for Development","ror":"https://ror.org/04qqd9793","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210120069","https://openalex.org/I4210127390","https://openalex.org/I4210149693"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Huang","raw_affiliation_strings":["Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0989-5392","affiliations":[{"raw_affiliation_string":"Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China","institution_ids":["https://openalex.org/I4210149693","https://openalex.org/I4210085920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030032799","display_name":"Yandong Zhao","orcid":"https://orcid.org/0000-0002-0269-2034"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yandong Zhao","raw_affiliation_strings":["Center for Studies of Sociological Theory and Methods, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Studies of Sociological Theory and Methods, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003969353","display_name":"Guangxi He","orcid":"https://orcid.org/0000-0002-5391-416X"},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210149693","display_name":"Chinese Academy of Science and Technology for Development","ror":"https://ror.org/04qqd9793","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210120069","https://openalex.org/I4210127390","https://openalex.org/I4210149693"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxi He","raw_affiliation_strings":["Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China","institution_ids":["https://openalex.org/I4210149693","https://openalex.org/I4210085920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015973919","display_name":"Yangxu Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210149693","display_name":"Chinese Academy of Science and Technology for Development","ror":"https://ror.org/04qqd9793","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210120069","https://openalex.org/I4210127390","https://openalex.org/I4210149693"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangxu Lu","raw_affiliation_strings":["Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China","institution_ids":["https://openalex.org/I4210149693","https://openalex.org/I4210085920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454731","display_name":"Juanjuan Zhang","orcid":"https://orcid.org/0000-0002-1635-3797"},"institutions":[{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210149693","display_name":"Chinese Academy of Science and Technology for Development","ror":"https://ror.org/04qqd9793","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210120069","https://openalex.org/I4210127390","https://openalex.org/I4210149693"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juanjuan Zhang","raw_affiliation_strings":["Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science, Technology and Society, Chinese Academy of Science and Technology for Development, Beijing, China","institution_ids":["https://openalex.org/I4210149693","https://openalex.org/I4210085920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088960668","display_name":"Peiyi Wu","orcid":"https://orcid.org/0000-0001-7867-736X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyi Wu","raw_affiliation_strings":["School of Public Policy and Management, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Management, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061765321"],"corresponding_institution_ids":["https://openalex.org/I4210085920","https://openalex.org/I4210149693"],"apc_list":null,"apc_paid":null,"fwci":0.7342,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82811065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"55","issue":"2","first_page":"192","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5749143362045288},{"id":"https://openalex.org/keywords/social-connectedness","display_name":"Social connectedness","score":0.5465339422225952},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5410981774330139},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5140069723129272},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.4620150625705719},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4169751703739166},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4085048735141754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4054211378097534},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.358737587928772},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3514871597290039},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3092516362667084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1218545138835907}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5749143362045288},{"id":"https://openalex.org/C201943243","wikidata":"https://www.wikidata.org/wiki/Q7551008","display_name":"Social connectedness","level":2,"score":0.5465339422225952},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5410981774330139},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5140069723129272},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.4620150625705719},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4169751703739166},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4085048735141754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4054211378097534},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.358737587928772},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3514871597290039},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3092516362667084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1218545138835907},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/dta-01-2019-0013","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-01-2019-0013","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1487531252","https://openalex.org/W1500693574","https://openalex.org/W1536666447","https://openalex.org/W2004824191","https://openalex.org/W2028926163","https://openalex.org/W2042461458","https://openalex.org/W2043551816","https://openalex.org/W2045219062","https://openalex.org/W2052419127","https://openalex.org/W2061422483","https://openalex.org/W2063393488","https://openalex.org/W2065769502","https://openalex.org/W2102012825","https://openalex.org/W2104096378","https://openalex.org/W2120805502","https://openalex.org/W2127873026","https://openalex.org/W2129998937","https://openalex.org/W2131681506","https://openalex.org/W2132568829","https://openalex.org/W2141096674","https://openalex.org/W2141975087","https://openalex.org/W2146591355","https://openalex.org/W2149055390","https://openalex.org/W2151169308","https://openalex.org/W2151936673","https://openalex.org/W2152359509","https://openalex.org/W2156236309","https://openalex.org/W2160486243","https://openalex.org/W2175708758","https://openalex.org/W2352841130","https://openalex.org/W2510218755","https://openalex.org/W2549408802","https://openalex.org/W2554342282","https://openalex.org/W2608377682","https://openalex.org/W2610102381","https://openalex.org/W2744204487","https://openalex.org/W3041188046","https://openalex.org/W3103071483","https://openalex.org/W3121151982","https://openalex.org/W3123865676","https://openalex.org/W3123937330","https://openalex.org/W3124860557","https://openalex.org/W4243366766","https://openalex.org/W4254772396"],"related_works":["https://openalex.org/W3125761283","https://openalex.org/W1976722080","https://openalex.org/W3152831473","https://openalex.org/W3092556108","https://openalex.org/W1995672666","https://openalex.org/W2154176501","https://openalex.org/W2190085401","https://openalex.org/W3044931971","https://openalex.org/W3008541637","https://openalex.org/W3121197002"],"abstract_inverted_index":{"Purpose":[0],"The":[1],"online":[2,37],"platform":[3,12,38],"is":[4,15,39,44,69,140,212],"one":[5],"of":[6,10,21,30,34,51,56,97,102,144,162,173,180,218,226,239,259],"the":[7,11,22,31,35,52,62,71,88,92,95,98,111,129,134,160,163,167,174,178,181,194,215,224,227,235,240,244,256,260],"essential":[8],"components":[9],"economy":[13],"that":[14,110,197],"constructed":[16],"by":[17,61,75,222],"a":[18,141,156,251],"large":[19],"scale":[20],"personal":[23,53,118,168,200],"data":[24,54,64,89,119,169,182,201,220,228,236],"resource.":[25],"However,":[26,177],"accurate":[27],"empirical":[28,63,186,207],"test":[29],"competition":[32,60,195],"structure":[33,50,196],"data-driven":[36],"still":[40],"less.":[41],"This":[42,67,106,153,191,248],"research":[43,68,107,154,192,249,253],"trying":[45],"to":[46],"reveal":[47],"market":[48,131,145,165],"allocation":[49,171,203],"resource":[55,170,202],"China's":[57,148],"car-hailing":[58,112,149,175,261],"platforms":[59],"analysis.":[65],"Design/methodology/approach":[66],"applying":[70],"social":[72,124,241],"network":[73],"analysis":[74,161],"R":[76],"packages,":[77],"which":[78,114,211],"include":[79],"k":[80],"-core":[81],"decomposition":[82],"and":[83,94,121,243],"multilevel":[84],"community":[85],"detection":[86],"from":[87,166],"connectedness":[90,120,183],"via":[91],"decompilation":[93],"examination":[96],"application":[99],"programming":[100],"interface":[101],"terminal":[103],"applications.":[104],"Findings":[105],"has":[108],"found":[109],"platforms,":[113,126],"establish":[115],"more":[116,185],"constant":[117],"connectivity":[122],"with":[123],"media":[125],"are":[127],"taking":[128],"competitive":[130],"advantage":[132],"within":[133],"sample":[135],"network.":[136,229],"Data":[137],"access":[138],"discrimination":[139],"complementary":[142],"method":[143,254],"power":[146],"in":[147],"industry.":[150],"Research":[151],"limitations/implications":[152],"offers":[155,206,250],"new":[157,252],"perspective":[158],"on":[159,199],"multi-sided":[164],"mechanism":[172],"platform.":[176,262],"measurement":[179],"requires":[184],"industry":[187],"data.":[188],"Practical":[189],"implications":[190,231],"reveals":[193,234],"relies":[198],"mechanism.":[204],"It":[205,232],"evidence":[208],"for":[209,255],"governance,":[210],"considered":[213],"as":[214],"critical":[216],"issue":[217],"big":[219],"research,":[221],"reviewing":[223],"nature":[225],"Social":[230],"also":[233],"convergence":[237],"process":[238],"system":[242],"technological":[245],"system.":[246],"Originality/value":[247],"real-time":[257],"regulation":[258]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
