{"id":"https://openalex.org/W4225867554","doi":"https://doi.org/10.1177/20539517221089310","title":"Datafication and the practice of intelligence production","display_name":"Datafication and the practice of intelligence production","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4225867554","doi":"https://doi.org/10.1177/20539517221089310"},"language":"en","primary_location":{"id":"doi:10.1177/20539517221089310","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089310","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/20539517221089310","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030539904","display_name":"Janet Chan","orcid":"https://orcid.org/0000-0001-7901-957X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Janet Chan","raw_affiliation_strings":["Faculty of Law & Justice, The University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Law & Justice, The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083354610","display_name":"Carrie B. Sanders","orcid":"https://orcid.org/0000-0001-8533-0129"},"institutions":[{"id":"https://openalex.org/I75381157","display_name":"Wilfrid Laurier University","ror":"https://ror.org/00fn7gb05","country_code":"CA","type":"education","lineage":["https://openalex.org/I75381157"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Carrie Sanders","raw_affiliation_strings":["Department of Criminology, Wilfrid Laurier University, Brantford, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Criminology, Wilfrid Laurier University, Brantford, Ontario, Canada","institution_ids":["https://openalex.org/I75381157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024572646","display_name":"Lyria Bennett Moses","orcid":"https://orcid.org/0000-0003-2571-1469"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lyria Bennett Moses","raw_affiliation_strings":["Faculty of Law & Justice, The University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Law & Justice, The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083977241","display_name":"Holly Blackmore","orcid":"https://orcid.org/0000-0003-0337-8896"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Holly Blackmore","raw_affiliation_strings":["Faculty of Law & Justice, The University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Law & Justice, The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083354610"],"corresponding_institution_ids":["https://openalex.org/I75381157"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":10.5063,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97911986,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11076","display_name":"Policing Practices and Perceptions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T11076","display_name":"Policing Practices and Perceptions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T10574","display_name":"Crime Patterns and Interventions","score":0.9922000169754028,"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/T12572","display_name":"Intelligence, Security, War Strategy","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/dominance","display_name":"Dominance (genetics)","score":0.6312085390090942},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.5617647171020508},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.5480246543884277},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.5170713067054749},{"id":"https://openalex.org/keywords/intelligence-analysis","display_name":"Intelligence analysis","score":0.4594285488128662},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4178914725780487},{"id":"https://openalex.org/keywords/knowledge-production","display_name":"Knowledge production","score":0.41194045543670654},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36418402194976807},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.19626641273498535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18140801787376404}],"concepts":[{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.6312085390090942},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5617647171020508},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.5480246543884277},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.5170713067054749},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.4594285488128662},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4178914725780487},{"id":"https://openalex.org/C3017468152","wikidata":"https://www.wikidata.org/wiki/Q830170","display_name":"Knowledge production","level":2,"score":0.41194045543670654},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36418402194976807},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.19626641273498535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18140801787376404},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/20539517221089310","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089310","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3badd41fb87748a296683713b08d09df","is_oa":true,"landing_page_url":"https://doaj.org/article/3badd41fb87748a296683713b08d09df","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data & Society, Vol 9 (2022)","raw_type":"article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_80479","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_80479","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Society, 9, 1, 20539517221089310","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"doi:10.1177/20539517221089310","is_oa":true,"landing_page_url":"https://doi.org/10.1177/20539517221089310","pdf_url":null,"source":{"id":"https://openalex.org/S2736409588","display_name":"Big Data & Society","issn_l":"2053-9517","issn":["2053-9517"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data &amp; Society","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W256807921","https://openalex.org/W409344806","https://openalex.org/W655325718","https://openalex.org/W1602715654","https://openalex.org/W2003116916","https://openalex.org/W2044826948","https://openalex.org/W2052276130","https://openalex.org/W2062163135","https://openalex.org/W2086260676","https://openalex.org/W2107056773","https://openalex.org/W2128174617","https://openalex.org/W2132937935","https://openalex.org/W2155448195","https://openalex.org/W2296801817","https://openalex.org/W2552390328","https://openalex.org/W2560763128","https://openalex.org/W2588786686","https://openalex.org/W2614276670","https://openalex.org/W2734835273","https://openalex.org/W2737233034","https://openalex.org/W2751772126","https://openalex.org/W2759843336","https://openalex.org/W2791059564","https://openalex.org/W2889153715","https://openalex.org/W2909101025","https://openalex.org/W2914564161","https://openalex.org/W2927380791","https://openalex.org/W2943165950","https://openalex.org/W2944076928","https://openalex.org/W3006368505","https://openalex.org/W3009701942","https://openalex.org/W3046320181","https://openalex.org/W3047648620","https://openalex.org/W3087853290","https://openalex.org/W4205234777","https://openalex.org/W4206988821","https://openalex.org/W4240999822","https://openalex.org/W4244388582","https://openalex.org/W4250808825","https://openalex.org/W4255876503","https://openalex.org/W4365388075"],"related_works":["https://openalex.org/W4301937836","https://openalex.org/W3186984283","https://openalex.org/W600256562","https://openalex.org/W2011788350","https://openalex.org/W2959587195","https://openalex.org/W1986135937","https://openalex.org/W4253914889","https://openalex.org/W1533898226","https://openalex.org/W2107822359","https://openalex.org/W2332315708"],"abstract_inverted_index":{"Datafication":[0],"of":[1,12,19,40,48,72,118,130,141,162,191],"social":[2],"life":[3],"affects":[4],"what":[5],"society":[6],"regards":[7],"as":[8,89,205,207],"knowledge.":[9,147],"Jasanoff\u2019s":[10],"regimes":[11],"sight":[13],"framework":[14,30],"provides":[15],"three":[16],"ideal-type":[17],"models":[18,181],"authorised":[20],"knowing":[21],"in":[22,45,51,77,127,195],"environmental":[23],"data":[24],"practice.":[25],"This":[26],"paper":[27,61,112,158],"applies":[28],"Jasanoff's":[29],"for":[31,93],"analysing":[32],"intelligence":[33,43,75,95],"practice":[34],"through":[35],"an":[36,97],"exploratory":[37],"empirical":[38],"study":[39],"crime":[41],"and":[42,56,103,109,116,154,201],"practitioners":[44],"a":[46,90,119,165],"selection":[47],"police":[49,74,94,107,122,142],"services":[50],"Australia,":[52],"New":[53],"Zealand,":[54],"Canada":[55],"the":[57,64,70,78,82,114,128,132,139,179,185,189,192],"United":[58],"States.":[59],"The":[60,111,157],"argues":[62],"that":[63,209],"\u2018view":[65,83],"from":[66,84,123,168],"somewhere\u2019":[67],"(VFS)":[68],"captures":[69],"essence":[71],"existing":[73],"practices":[76],"four":[79],"countries":[80],"but":[81],"nowhere\u2019":[85],"(VFN)":[86],"is":[87,172],"emerging":[88],"possible":[91],"future":[92],"\u2013":[96],"approach":[98],"promoted":[99],"by":[100,106,121],"technology":[101],"companies":[102],"supported":[104],"mainly":[105],"leaders":[108],"managers.":[110],"investigates":[113],"challenges":[115,133,150],"limits":[117],"shift":[120,167],"VFS":[124,169],"to":[125,170,175,188],"VFN":[126,171],"production":[129],"intelligence;":[131],"are":[134],"primarily":[135],"political,":[136],"which":[137],"threaten":[138],"dominance":[140],"contextual":[143],"knowledge":[144],"over":[145],"\u2018scientific\u2019":[146],"These":[148],"political":[149],"also":[151],"have":[152],"symbolic":[153],"material":[155],"implications.":[156],"concludes":[159],"that,":[160],"because":[161],"these":[163],"challenges,":[164],"complete":[166],"not":[173],"likely":[174],"happen.":[176],"At":[177],"best":[178],"two":[180],"might":[182],"co-exist":[183],"with":[184],"latter":[186],"subordinate":[187],"imperatives":[190],"former,":[193],"resulting":[194],"further":[196],"tension":[197],"between":[198],"sworn":[199],"officers":[200],"civilians,":[202],"organisational":[203],"inertia,":[204],"well":[206],"technologies":[208],"may":[210],"be":[211],"under-utilised":[212],"or":[213],"abandoned.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
