{"id":"https://openalex.org/W4404353340","doi":"https://doi.org/10.48550/arxiv.2411.02005","title":"Towards a valid bibliometric measure of epistemic breadth of researchers","display_name":"Towards a valid bibliometric measure of epistemic breadth of researchers","publication_year":2024,"publication_date":"2024-11-04","ids":{"openalex":"https://openalex.org/W4404353340","doi":"https://doi.org/10.48550/arxiv.2411.02005"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2411.02005","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02005","pdf_url":"https://arxiv.org/pdf/2411.02005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.02005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000931815","display_name":"Paul Donner","orcid":"https://orcid.org/0000-0001-5737-8483"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Donner, Paul","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034699280","display_name":"Clemens Bl\u00fcmel","orcid":"https://orcid.org/0000-0003-2465-6840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bl\u00fcmel, Clemens","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000931815"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.536300003528595,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.536300003528595,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/measure","display_name":"Measure (data warehouse)","score":0.7811427116394043},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.48062652349472046},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3732333183288574},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.32872092723846436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26239675283432007},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.2452542781829834},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15606480836868286}],"concepts":[{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7811427116394043},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.48062652349472046},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3732333183288574},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32872092723846436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26239675283432007},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2452542781829834},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15606480836868286}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2411.02005","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02005","pdf_url":"https://arxiv.org/pdf/2411.02005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2411.02005","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2411.02005","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.02005","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.02005","pdf_url":"https://arxiv.org/pdf/2411.02005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1717413228","display_name":"InterMo: Wege, R\u00e4ume und Netzwerke: Zur Interaktion physischer, virtueller und kognitiver Mobilit\u00e4t in der Wissensproduktion","funder_award_id":"M536400","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4255837520","https://openalex.org/W2387011115","https://openalex.org/W4234808182","https://openalex.org/W2382043075","https://openalex.org/W2809151339","https://openalex.org/W2360673138","https://openalex.org/W2809370583","https://openalex.org/W2333722679"],"abstract_inverted_index":{"The":[0],"concept":[1],"of":[2,5,8,15,26,35,39,52,63,99,103,111,114,122,150,162],"epistemic":[3,27,53,104,148],"breadth":[4,28,54,105,149],"the":[6,13,33,40,50,59,153,163],"work":[7,115],"a":[9,36,45,70,82,128],"researcher":[10],"refers":[11],"to":[12,49,57,68,96,125],"scope":[14],"their":[16],"knowledge":[17,46,93],"claims,":[18],"as":[19,159],"reflected":[20],"in":[21,81,92,131,152],"published":[22],"research":[23,132],"reports.":[24],"Studies":[25],"have":[29,126],"been":[30],"hampered":[31],"by":[32],"lack":[34],"validated":[37],"measure":[38],"concept.":[41,164],"Here":[42],"we":[43],"introduce":[44],"space":[47,86,94],"approach":[48],"measurement":[51],"and":[55,134,156],"propose":[56],"use":[58],"semantic":[60],"similarity":[61,98,109],"network":[62],"an":[64],"author's":[65],"publication":[66],"record":[67],"operationalize":[69],"measure.":[71],"In":[72],"this":[73],"approach,":[74],"each":[75],"paper":[76],"has":[77],"its":[78,89],"own":[79],"location":[80],"common":[83],"abstract":[84],"vector":[85],"based":[87],"on":[88],"content.":[90],"Proximity":[91],"corresponds":[95],"thematic":[97],"publications.":[100],"Candidate":[101],"measures":[102,143],"derived":[106],"from":[107],"aggregate":[108],"values":[110],"researchers'":[112],"bodies":[113],"are":[116],"tested":[117],"against":[118,135],"external":[119],"validation":[120],"data":[121,155],"researchers":[123,151],"known":[124,147],"made":[127],"major":[129],"change":[130],"topic":[133],"self-citation":[136],"data.":[137],"We":[138],"find":[139],"that":[140],"some":[141],"candidate":[142],"co-vary":[144],"well":[145],"with":[146],"empirical":[154],"can":[157],"serve":[158],"valid":[160],"indicators":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
