{"id":"https://openalex.org/W2944259280","doi":"https://doi.org/10.1080/09537325.2019.1614157","title":"Comparing data sources for identifying technology trends","display_name":"Comparing data sources for identifying technology trends","publication_year":2019,"publication_date":"2019-05-10","ids":{"openalex":"https://openalex.org/W2944259280","doi":"https://doi.org/10.1080/09537325.2019.1614157","mag":"2944259280"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2019.1614157","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2019.1614157","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"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":"Technology Analysis &amp; Strategic Management","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/A5078254787","display_name":"\u041d\u0430\u0434\u0435\u0436\u0434\u0430 \u041c\u0438\u043a\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0002-3242-1913"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"N. Mikova","raw_affiliation_strings":["Institute for Statistical Studies and Economics of Knowledge, National Research University Higher School of Economics, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0002-3242-1913","affiliations":[{"raw_affiliation_string":"Institute for Statistical Studies and Economics of Knowledge, National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101817276","display_name":"\u0410\u043d\u043d\u0430 \u0421\u043e\u043a\u043e\u043b\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0003-0323-4374"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Sokolova","raw_affiliation_strings":["Institute for Statistical Studies and Economics of Knowledge, National Research University Higher School of Economics, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0003-0323-4374","affiliations":[{"raw_affiliation_string":"Institute for Statistical Studies and Economics of Knowledge, National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078254787"],"corresponding_institution_ids":["https://openalex.org/I118501908"],"apc_list":null,"apc_paid":null,"fwci":0.8887,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73671921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"11","first_page":"1353","last_page":"1367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9624999761581421,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/futures-studies","display_name":"Futures studies","score":0.9420974254608154},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5469995141029358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5078182816505432},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5012431144714355},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3567444682121277},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17802509665489197}],"concepts":[{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.9420974254608154},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5469995141029358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5078182816505432},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5012431144714355},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3567444682121277},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17802509665489197},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2019.1614157","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2019.1614157","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"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":"Technology Analysis &amp; Strategic Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324261","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1498222230","https://openalex.org/W1533592001","https://openalex.org/W1886337131","https://openalex.org/W1901616594","https://openalex.org/W1965602189","https://openalex.org/W1978034499","https://openalex.org/W1982528701","https://openalex.org/W1989841161","https://openalex.org/W1993068194","https://openalex.org/W2008735451","https://openalex.org/W2020986551","https://openalex.org/W2030089308","https://openalex.org/W2034800299","https://openalex.org/W2039952341","https://openalex.org/W2040666798","https://openalex.org/W2043976122","https://openalex.org/W2044764121","https://openalex.org/W2062418945","https://openalex.org/W2062591319","https://openalex.org/W2072349876","https://openalex.org/W2078067417","https://openalex.org/W2084397975","https://openalex.org/W2086412549","https://openalex.org/W2103613244","https://openalex.org/W2135455887","https://openalex.org/W2141975087","https://openalex.org/W2152953875","https://openalex.org/W2285468244","https://openalex.org/W2316248136","https://openalex.org/W2339879282","https://openalex.org/W2472752811","https://openalex.org/W4238591974","https://openalex.org/W4254226023"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2370236282","https://openalex.org/W3156023083","https://openalex.org/W4390453990","https://openalex.org/W1995047307","https://openalex.org/W3164313706","https://openalex.org/W2046413193","https://openalex.org/W4226108142","https://openalex.org/W4388907197","https://openalex.org/W3006892881"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"the":[3,51,106,130,141],"strategies":[4,136],"for":[5,11,63,96,111,124,143],"working":[6],"with":[7],"different":[8],"data":[9,27,81],"sources":[10],"identifying":[12],"technology":[13,22,101,144],"trends.":[14,102],"For":[15],"this":[16],"purpose,":[17],"a":[18],"comparative":[19,64],"analysis":[20,65],"of":[21,105],"monitoring":[23],"results":[24,83,104],"using":[25],"various":[26],"collections":[28],"(scientific":[29],"publications,":[30],"patents,":[31],"media,":[32],"foresight":[33,115],"projects,":[34,37],"conferences,":[35],"international":[36],"dissertations":[38],"and":[39,66,73,86,93,99,117,122,137],"presentations)":[40],"is":[41,54,58],"conducted.":[42],"Guidance":[43],"on":[44],"how":[45],"to":[46,49,88,132],"use":[47,91],"them":[48],"ensure":[50],"greatest":[52],"output":[53,75],"presented.":[55],"Green":[56],"energy":[57],"taken":[59],"as":[60],"an":[61],"example":[62],"provides":[67],"improvements":[68],"in":[69,120,129],"reducing":[70],"inputs":[71],"(time)":[72],"increasing":[74],"(coverage).":[76],"The":[77,103],"factors":[78],"that":[79],"affect":[80],"processing":[82],"are":[84],"considered":[85],"discussed":[87],"more":[89],"efficiently":[90],"quantitative":[92],"qualitative":[94],"procedures":[95],"identifying,":[97],"correcting":[98],"updating":[100],"study":[107],"can":[108],"be":[109],"interesting":[110],"government":[112],"bodies":[113],"financing":[114],"studies":[116],"setting":[118],"priorities":[119],"science":[121],"technology,":[123],"companies":[125],"scanning":[126],"disruptive":[127],"innovations":[128],"markets":[131],"support":[133],"their":[134],"corporate":[135],"academic":[138],"community":[139],"developing":[140],"methodology":[142],"trends":[145],"monitoring.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
