{"id":"https://openalex.org/W4318434364","doi":"https://doi.org/10.1108/jd-06-2022-0131","title":"Mapping research activities and\u00a0societal impact by taxonomy of\u00a0indicators: uniformity and diversity across academic fields","display_name":"Mapping research activities and\u00a0societal impact by taxonomy of\u00a0indicators: uniformity and diversity across academic fields","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4318434364","doi":"https://doi.org/10.1108/jd-06-2022-0131"},"language":"en","primary_location":{"id":"doi:10.1108/jd-06-2022-0131","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-06-2022-0131","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"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":"Journal of Documentation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/files/708591819/Lykke_et_al._2023_10-1108_JD-06-2022-0131.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048174522","display_name":"Marianne Lykke","orcid":"https://orcid.org/0000-0003-3635-3943"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Marianne Lykke","raw_affiliation_strings":["Department of Communication and Psychology, Aalborg Universitet, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-3635-3943","affiliations":[{"raw_affiliation_string":"Department of Communication and Psychology, Aalborg Universitet, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067832794","display_name":"Louise Amstrup","orcid":"https://orcid.org/0000-0002-7369-6593"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Louise Amstrup","raw_affiliation_strings":["Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069675986","display_name":"Rolf Hvidtfeldt","orcid":"https://orcid.org/0000-0002-0905-0093"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rolf Hvidtfeldt","raw_affiliation_strings":["Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019117620","display_name":"David Budtz Pedersen","orcid":"https://orcid.org/0000-0001-7861-7068"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"David Budtz Pedersen","raw_affiliation_strings":["Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communication and Psychology, Aalborg University, Copenhagen, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048174522"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":2.5273,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89583196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"79","issue":"5","first_page":"1049","last_page":"1070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9970999956130981,"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":0.9970999956130981,"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/taxonomy","display_name":"Taxonomy (biology)","score":0.6574230790138245},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6120891571044922},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.49964356422424316},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4168606400489807},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.4093296229839325},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.40603071451187134},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.387666791677475},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3487205505371094},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3348551392555237},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.32122766971588135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27126017212867737},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15120407938957214},{"id":"https://openalex.org/keywords/anthropology","display_name":"Anthropology","score":0.13988205790519714},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09687742590904236}],"concepts":[{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.6574230790138245},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6120891571044922},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.49964356422424316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4168606400489807},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.4093296229839325},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.40603071451187134},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.387666791677475},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3487205505371094},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3348551392555237},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.32122766971588135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27126017212867737},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15120407938957214},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.13988205790519714},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09687742590904236}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/jd-06-2022-0131","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-06-2022-0131","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"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":"Journal of Documentation","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/063fc252-1286-4607-afd7-858d226eb1fd","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/063fc252-1286-4607-afd7-858d226eb1fd","pdf_url":"https://vbn.aau.dk/files/708591819/Lykke_et_al._2023_10-1108_JD-06-2022-0131.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lykke , M , Amstrup , L , Hvidtfeldt , R &amp; Pedersen , D B 2023 , ' Mapping research activities and societal impact by taxonomy of indicators : Uniformity and diversity across academic fields ' , Journal of Documentation , vol. 79 , no. 5 , pp. 1049-1070 . https://doi.org/10.1108/JD-06-2022-0131","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/063fc252-1286-4607-afd7-858d226eb1fd","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/063fc252-1286-4607-afd7-858d226eb1fd","pdf_url":"https://vbn.aau.dk/files/708591819/Lykke_et_al._2023_10-1108_JD-06-2022-0131.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lykke , M , Amstrup , L , Hvidtfeldt , R &amp; Pedersen , D B 2023 , ' Mapping research activities and societal impact by taxonomy of indicators : Uniformity and diversity across academic fields ' , Journal of Documentation , vol. 79 , no. 5 , pp. 1049-1070 . https://doi.org/10.1108/JD-06-2022-0131","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318434364.pdf","grobid_xml":"https://content.openalex.org/works/W4318434364.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W39254241","https://openalex.org/W1531031760","https://openalex.org/W1979116104","https://openalex.org/W1979290264","https://openalex.org/W1979711720","https://openalex.org/W1994490219","https://openalex.org/W2028609658","https://openalex.org/W2068452509","https://openalex.org/W2088564338","https://openalex.org/W2096360326","https://openalex.org/W2108881982","https://openalex.org/W2123139104","https://openalex.org/W2537343280","https://openalex.org/W2739390707","https://openalex.org/W2792402162","https://openalex.org/W2793050887","https://openalex.org/W2801916895","https://openalex.org/W2804357427","https://openalex.org/W2808271035","https://openalex.org/W2898754493","https://openalex.org/W2920955143","https://openalex.org/W2995755049","https://openalex.org/W3000218261","https://openalex.org/W3034025349","https://openalex.org/W4211052295","https://openalex.org/W4289705493"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Purpose":[0],"Several":[1],"frameworks":[2],"have":[3],"been":[4],"developed":[5,33],"to":[6,34,61,69,90,132,192,219],"map":[7],"and":[8,13,22,40,51,74,82,84,100,121,134,188,197,207,224,235,239,245,258,260,273,284,292,304,330,335,339],"document":[9],"scientific":[10,229],"societal":[11,80,170,186,240,256,262],"interaction":[12,23],"impact,":[14,83,178,259],"each":[15],"reflecting":[16],"the":[17,48,57,64,70,86,91,116,118,127,149,153,166,193,199,210,220,252,279,287,297,300,305],"specific":[18],"forms":[19],"of":[20,44,56,152,168,205,212,222,233,254,281,290,302,307],"impact":[21,94,225,311,331],"that":[24,261],"characterize":[25],"different":[26],"academic":[27,238],"fields.":[28,230],"The":[29,54,103,138,156,231,249,318],"ReAct":[30,119,128],"taxonomy":[31,66,87,120],"was":[32,106,242],"register":[35],"data":[36],"about":[37],"\u201cproductive":[38],"interactions\u201d":[39],"provide":[41],"an":[42,159],"overview":[43],"research":[45,59,104,123,140,150,177,327],"activities":[46,151,241,257],"within":[47],"social":[49],"sciences":[50],"humanities":[52],"(SSH).":[53],"purpose":[55,221,272,306],"present":[58],"is":[60,67,278],"examine":[62],"whether":[63,85],"SSH-oriented":[65],"relevant":[68],"science,":[71],"technology,":[72],"engineering":[73],"mathematics":[75],"(STEM)":[76],"disciplines":[77],"when":[78],"clarifying":[79],"interactions":[81,171],"adds":[88],"value":[89],"traditional":[92],"STEM":[93,113,163,196,323,338],"indicators":[95,181,263,303],"such":[96],"as":[97,172,267,294,296],"citation":[98],"scores":[99],"H-index.":[101],"Design/methodology/approach":[102],"question":[105],"investigated":[107],"through":[108],"qualitative":[109],"interviews":[110],"with":[111],"nine":[112],"researchers.":[114],"During":[115],"interviews,":[117],"visual":[122,139],"profiles":[124,141],"based":[125,143],"on":[126,144,148,271,322,326],"categories":[129],"were":[130,142,215],"used":[131],"encourage":[133],"ensure":[135],"in-depth":[136],"discussions.":[137],"publicly":[145],"available":[146],"material":[147],"interviewees.":[154],"Findings":[155],"study":[157,200],"provided":[158],"insight":[160],"into":[161],"how":[162],"researchers":[164],"assessed":[165],"importance":[167,211,232,253],"mapping":[169,223,255],"a":[173,202],"background":[174],"for":[175,184,310],"describing":[176],"including":[179,333],"which":[180],"are":[182],"useful":[183],"expressing":[185],"relevance":[187],"impact.":[189],"With":[190],"regard":[191],"differences":[194,336],"between":[195,228,237,286,299,337],"SSH,":[198],"identified":[201],"high":[203],"degree":[204],"cohesion":[206],"uniformity":[208,283],"in":[209],"indicators.":[213],"Differences":[214],"more":[216],"closely":[217],"related":[218],"assessment":[226],"than":[227],"amalgamation":[234],"synergy":[236],"also":[243],"emphasised":[244],"clarified.":[246],"Practical":[247],"implications":[248],"findings":[250],"highlight":[251],"should":[264],"be":[265],"seen":[266],"inspiring":[268],"guidelines":[269],"depending":[270],"use.":[274],"A":[275],"significant":[276],"contribution":[277],"identification":[280],"both":[282],"diversity":[285],"main":[288],"fields":[289],"SSH":[291,340],"STEM,":[293],"well":[295],"connection":[298],"choice":[301],"mapping,":[308,328],"e.g.":[309],"measurement,":[312],"profiling,":[313],"or":[314],"career":[315],"development.":[316],"Originality/value":[317],"work":[319],"sheds":[320],"light":[321],"researchers'":[324],"views":[325],"visualisation":[329],"assessment,":[332],"similarities":[334],"research.":[341]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
