{"id":"https://openalex.org/W4386162147","doi":"https://doi.org/10.1007/s00168-023-01242-1","title":"Face-to-face contact and university\u2013industry collaboration: evidence from mobile signaling data in Beijing","display_name":"Face-to-face contact and university\u2013industry collaboration: evidence from mobile signaling data in Beijing","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386162147","doi":"https://doi.org/10.1007/s00168-023-01242-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00168-023-01242-1","doi":"https://doi.org/10.1007/s00168-023-01242-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00168-023-01242-1","pdf_url":null,"source":{"id":"https://openalex.org/S203746597","display_name":"The Annals of Regional Science","issn_l":"0570-1864","issn":["0570-1864","1432-0592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Annals of Regional Science","raw_type":"journal-article"},"volume":null,"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/A5101266292","display_name":"Zerun Jin","orcid":"https://orcid.org/0000-0001-6692-1353","observed_orcids":["https://orcid.org/0000-0001-6692-1353"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zerun Jin","raw_affiliation_strings":["College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056397719","display_name":"Zitian Cui","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zitian Cui","raw_affiliation_strings":["College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021092250","display_name":"Shengjun Zhu","orcid":"https://orcid.org/0000-0002-1033-4384","observed_orcids":["https://orcid.org/0000-0002-1033-4384"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengjun Zhu","raw_affiliation_strings":["College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China"],"raw_orcid":"https://orcid.org/0000-0002-1033-4384","affiliations":[{"raw_affiliation_string":"College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066949435","display_name":"Liyan Xu","orcid":"https://orcid.org/0000-0002-6933-3394","observed_orcids":["https://orcid.org/0000-0002-6933-3394"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Xu","raw_affiliation_strings":["College of Architecture and Landscape Architecture, Peking University, Haidian, Beijing, 100871, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Architecture and Landscape Architecture, Peking University, Haidian, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021092250"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":1.7114,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86268495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"72","issue":"4","first_page":"1255","last_page":"1276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T11014","display_name":"Regional Economics and Spatial Analysis","score":0.08730000257492065,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13492","display_name":"Science, Technology, and Education in Latin America","score":0.018799999728798866,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/face-to-face-contact","display_name":"face-to-face contact","score":0.8690000176429749},{"id":"https://openalex.org/keywords/university-industry-collaboration","display_name":"university-industry collaboration","score":0.890999972820282},{"id":"https://openalex.org/keywords/co-patenting","display_name":"co-patenting","score":0.9309999942779541},{"id":"https://openalex.org/keywords/mobile-phone-signaling-data","display_name":"mobile phone signaling data","score":0.843999981880188},{"id":"https://openalex.org/keywords/geographic-proximity","display_name":"geographic proximity","score":0.8059999942779541},{"id":"https://openalex.org/keywords/innovation-policy","display_name":"innovation policy","score":0.6779999732971191},{"id":"https://openalex.org/keywords/regional-innovation-systems","display_name":"regional innovation systems","score":0.6959999799728394},{"id":"https://openalex.org/keywords/concept-formation","display_name":"concept formation","score":0.6790000200271606},{"id":"https://openalex.org/keywords/spatial-spillover-effects","display_name":"spatial spillover effects","score":0.7919999957084656},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.6869999766349792}],"concepts":[{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.7139754891395569},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.665213942527771},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.6445057392120361},{"id":"https://openalex.org/C2776936074","wikidata":"https://www.wikidata.org/wiki/Q6423399","display_name":"Knowledge spillover","level":2,"score":0.5600707530975342},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.47884273529052734},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.47282469272613525},{"id":"https://openalex.org/C2777359053","wikidata":"https://www.wikidata.org/wiki/Q2463823","display_name":"Face-to-face","level":2,"score":0.4601282775402069},{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.43398240208625793},{"id":"https://openalex.org/C55527203","wikidata":"https://www.wikidata.org/wiki/Q334194","display_name":"Spillover effect","level":2,"score":0.4197515547275543},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3824835419654846},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33394408226013184},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3270832300186157},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.32538050413131714},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3151071071624756},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.1924680471420288},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18581601977348328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17809224128723145},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.17355766892433167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16650459170341492},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16179251670837402},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00168-023-01242-1","doi":"https://doi.org/10.1007/s00168-023-01242-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00168-023-01242-1","pdf_url":null,"source":{"id":"https://openalex.org/S203746597","display_name":"The Annals of Regional Science","issn_l":"0570-1864","issn":["0570-1864","1432-0592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Annals of Regional Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:anresc:v:72:y:2024:i:4:d:10.1007_s00168-023-01242-1","doi":null,"is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00168-023-01242-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5332234698","display_name":null,"funder_award_id":"42122006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5434799629","display_name":"\u7f51\u7edc\u89c6\u89d2\u4e0b\u7684\u4e2d\u56fd\u533a\u57df\u4ea7\u4e1a\u52a8\u6001\u7814\u7a76","funder_award_id":"41971154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7373192289","display_name":null,"funder_award_id":"41731278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W1511090589","https://openalex.org/W1552178786","https://openalex.org/W1559505206","https://openalex.org/W1749833815","https://openalex.org/W1961135988","https://openalex.org/W1965720378","https://openalex.org/W1970547267","https://openalex.org/W1976863223","https://openalex.org/W1981289805","https://openalex.org/W1985555377","https://openalex.org/W1988202357","https://openalex.org/W1997327210","https://openalex.org/W1998800754","https://openalex.org/W2004168327","https://openalex.org/W2011016808","https://openalex.org/W2016194295","https://openalex.org/W2031302545","https://openalex.org/W2032674416","https://openalex.org/W2034091845","https://openalex.org/W2042793299","https://openalex.org/W2045297221","https://openalex.org/W2056751174","https://openalex.org/W2068512180","https://openalex.org/W2072313877","https://openalex.org/W2073387430","https://openalex.org/W2075854272","https://openalex.org/W2080642573","https://openalex.org/W2083860273","https://openalex.org/W2085236276","https://openalex.org/W2095198438","https://openalex.org/W2100262156","https://openalex.org/W2116489627","https://openalex.org/W2116616114","https://openalex.org/W2121453260","https://openalex.org/W2121639104","https://openalex.org/W2126868602","https://openalex.org/W2129208071","https://openalex.org/W2131422336","https://openalex.org/W2131707073","https://openalex.org/W2131780747","https://openalex.org/W2132835719","https://openalex.org/W2133329608","https://openalex.org/W2145962555","https://openalex.org/W2148665996","https://openalex.org/W2155918720","https://openalex.org/W2161601224","https://openalex.org/W2162482203","https://openalex.org/W2163768425","https://openalex.org/W2165339148","https://openalex.org/W2165429918","https://openalex.org/W2168357806","https://openalex.org/W2171511431","https://openalex.org/W2178220015","https://openalex.org/W2342015748","https://openalex.org/W2348811982","https://openalex.org/W2524023658","https://openalex.org/W2528666258","https://openalex.org/W2563885921","https://openalex.org/W2627257003","https://openalex.org/W2740036821","https://openalex.org/W2743628650","https://openalex.org/W2774897047","https://openalex.org/W2777490417","https://openalex.org/W2796529909","https://openalex.org/W2816355363","https://openalex.org/W2891782533","https://openalex.org/W2912980833","https://openalex.org/W2914551194","https://openalex.org/W2922456207","https://openalex.org/W2953515272","https://openalex.org/W2972802264","https://openalex.org/W3002324644","https://openalex.org/W3027248128","https://openalex.org/W3086041448","https://openalex.org/W3088599610","https://openalex.org/W3112475568","https://openalex.org/W3124504068","https://openalex.org/W3125275355","https://openalex.org/W3131991809","https://openalex.org/W3166762975","https://openalex.org/W3213669942","https://openalex.org/W3216543317","https://openalex.org/W4221092942","https://openalex.org/W4249543445","https://openalex.org/W4281745894","https://openalex.org/W4311723670"],"related_works":["https://openalex.org/W3039400191","https://openalex.org/W2021013309","https://openalex.org/W2969114434","https://openalex.org/W2056751174","https://openalex.org/W2808816690","https://openalex.org/W2132835719","https://openalex.org/W6940122299","https://openalex.org/W2075306164","https://openalex.org/W7212890602","https://openalex.org/W4386390707"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2023-08-26T00:00:00"}