{"id":"https://openalex.org/W4410404817","doi":"https://doi.org/10.1177/14614448251338514","title":"On optimization: Cultural labor in platform capitalism","display_name":"On optimization: Cultural labor in platform capitalism","publication_year":2025,"publication_date":"2025-05-15","ids":{"openalex":"https://openalex.org/W4410404817","doi":"https://doi.org/10.1177/14614448251338514"},"language":"en","primary_location":{"id":"doi:10.1177/14614448251338514","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14614448251338514","pdf_url":null,"source":{"id":"https://openalex.org/S88603889","display_name":"New Media & Society","issn_l":"1461-4448","issn":["1461-4448","1461-7315"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Media &amp; Society","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/A5117557617","display_name":"David Elliot Berman","orcid":"https://orcid.org/0000-0003-2846-6016"},"institutions":[{"id":"https://openalex.org/I12524447","display_name":"Seton Hall University","ror":"https://ror.org/007tn5k56","country_code":"US","type":"education","lineage":["https://openalex.org/I12524447"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Elliot Berman","raw_affiliation_strings":["Seton Hall University, USA"],"raw_orcid":"https://orcid.org/0000-0003-2846-6016","affiliations":[{"raw_affiliation_string":"Seton Hall University, USA","institution_ids":["https://openalex.org/I12524447"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5117557617"],"corresponding_institution_ids":["https://openalex.org/I12524447"],"apc_list":null,"apc_paid":null,"fwci":6.3931,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95397538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"28","issue":"6","first_page":"2509","last_page":"2529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.9991000294685364,"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/T11410","display_name":"Cultural Industries and Urban Development","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.965499997138977,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/capitalism","display_name":"Capitalism","score":0.7230391502380371},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.4247852563858032},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4048226773738861},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.35662323236465454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3525887727737427},{"id":"https://openalex.org/keywords/neoclassical-economics","display_name":"Neoclassical economics","score":0.3518228530883789},{"id":"https://openalex.org/keywords/labour-economics","display_name":"Labour economics","score":0.3411937355995178},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2780081033706665}],"concepts":[{"id":"https://openalex.org/C514928085","wikidata":"https://www.wikidata.org/wiki/Q6206","display_name":"Capitalism","level":3,"score":0.7230391502380371},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4247852563858032},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4048226773738861},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.35662323236465454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3525887727737427},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.3518228530883789},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.3411937355995178},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2780081033706665},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14614448251338514","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14614448251338514","pdf_url":null,"source":{"id":"https://openalex.org/S88603889","display_name":"New Media & Society","issn_l":"1461-4448","issn":["1461-4448","1461-7315"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Media &amp; Society","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W332363854","https://openalex.org/W596281310","https://openalex.org/W1552922347","https://openalex.org/W1559274489","https://openalex.org/W1995052332","https://openalex.org/W2005500245","https://openalex.org/W2014831132","https://openalex.org/W2122843474","https://openalex.org/W2167814961","https://openalex.org/W2361256855","https://openalex.org/W2492342802","https://openalex.org/W2501145764","https://openalex.org/W2555619561","https://openalex.org/W2610600526","https://openalex.org/W2764072425","https://openalex.org/W2767579288","https://openalex.org/W2784259015","https://openalex.org/W2896396281","https://openalex.org/W2916600864","https://openalex.org/W2964645011","https://openalex.org/W2969301644","https://openalex.org/W2984492189","https://openalex.org/W2996994624","https://openalex.org/W3033142853","https://openalex.org/W3046320181","https://openalex.org/W3046751588","https://openalex.org/W3122679776","https://openalex.org/W3157172840","https://openalex.org/W3176695714","https://openalex.org/W3177134185","https://openalex.org/W3189225531","https://openalex.org/W4213384253","https://openalex.org/W4231321883","https://openalex.org/W4233786305","https://openalex.org/W4235204989","https://openalex.org/W4239418324","https://openalex.org/W4251463632","https://openalex.org/W4253152724","https://openalex.org/W4280524784","https://openalex.org/W4295972077","https://openalex.org/W4307825985","https://openalex.org/W4309329930","https://openalex.org/W4321486374","https://openalex.org/W4365388160","https://openalex.org/W4376254266","https://openalex.org/W4376601628","https://openalex.org/W4386288348","https://openalex.org/W4391374907"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2355517723","https://openalex.org/W2370849539","https://openalex.org/W2213611934","https://openalex.org/W2501312555","https://openalex.org/W4241872278","https://openalex.org/W2387645505","https://openalex.org/W2362818250","https://openalex.org/W2393364001","https://openalex.org/W187731135"],"abstract_inverted_index":{"To":[0],"labor":[1,38,87],"in":[2,41,77],"platform":[3,78],"capitalism":[4,79],"is":[5],"to":[6,43,83],"optimize.":[7],"Based":[8],"on":[9],"66":[10],"semi-structured":[11],"interviews":[12],"conducted":[13],"over":[14],"8":[15],"years":[16],"with":[17],"data":[18],"scientists,":[19],"software":[20,89],"engineers,":[21],"and":[22,27,62,70,86],"content":[23,60],"creators":[24],"at":[25],"BuzzFeed":[26,69],"Upworthy,":[28],"this":[29],"article":[30],"conceptualizes":[31],"optimization":[32,72],"as":[33],"a":[34,65],"mode":[35],"of":[36,46,54,68,99],"algorithmic":[37],"that":[39,76],"emerges":[40],"response":[42],"the":[44],"platformization":[45],"cultural":[47],"production,":[48],"distinguishing":[49],"between":[50],"three":[51],"principal":[52],"modes":[53],"social":[55],"media":[56,80,100],"optimization:":[57],"presentational":[58],"optimization,":[59,61],"self-optimization.":[63],"Through":[64],"detailed":[66],"examination":[67],"Upworthy\u2019s":[71],"practices,":[73],"I":[74],"argue":[75],"workers":[81],"come":[82],"act,":[84],"think,":[85],"like":[88],"engineers":[90],"rather":[91],"than":[92],"journalists,":[93],"editors,":[94],"or":[95],"other":[96],"traditional":[97],"categories":[98],"work.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-30T06:14:24.967023","created_date":"2025-10-10T00:00:00"}
