{"id":"https://openalex.org/W3127059672","doi":"https://doi.org/10.1162/99608f92.90814c32","title":"Deployment as a Critical Business Data Science Discipline","display_name":"Deployment as a Critical Business Data Science Discipline","publication_year":2021,"publication_date":"2021-02-10","ids":{"openalex":"https://openalex.org/W3127059672","doi":"https://doi.org/10.1162/99608f92.90814c32","mag":"3127059672"},"language":"en","primary_location":{"id":"doi:10.1162/99608f92.90814c32","doi":"https://doi.org/10.1162/99608f92.90814c32","is_oa":true,"landing_page_url":"https://doi.org/10.1162/99608f92.90814c32","pdf_url":"https://hdsr.mitpress.mit.edu/pub/2fu65ujf/download/pdf","source":{"id":"https://openalex.org/S4306511929","display_name":"Harvard Data Science Review","issn_l":"2644-2353","issn":["2644-2353","2688-8513"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Harvard Data Science Review","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://hdsr.mitpress.mit.edu/pub/2fu65ujf/download/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018910159","display_name":"Thomas H. Davenport","orcid":"https://orcid.org/0000-0001-6205-3907","observed_orcids":["https://orcid.org/0000-0001-6205-3907"]},"institutions":[{"id":"https://openalex.org/I96062909","display_name":"Babson College","ror":"https://ror.org/01f0syq13","country_code":"US","type":"education","lineage":["https://openalex.org/I96062909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Davenport","raw_affiliation_strings":["Division of Operations and Information Management, Babson College, Babson Park, Massachusetts, United States of America; International Institute for Analytics, Portland, Oregon, United States of America","Division of Operations and Information Management, Babson College, Babson Park, Massachusetts, United States of America,","International Institute for Analytics, Portland, Oregon, United States of America,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Operations and Information Management, Babson College, Babson Park, Massachusetts, United States of America; International Institute for Analytics, Portland, Oregon, United States of America","institution_ids":["https://openalex.org/I96062909"]},{"raw_affiliation_string":"Division of Operations and Information Management, Babson College, Babson Park, Massachusetts, United States of America,","institution_ids":["https://openalex.org/I96062909"]},{"raw_affiliation_string":"International Institute for Analytics, Portland, Oregon, United States of America,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090479065","display_name":"Katie Malone","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210114883","display_name":"Tempus Labs (United States)","ror":"https://ror.org/01gbymr57","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114883"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katie Malone","raw_affiliation_strings":["Tempus Labs, Chicago, Illinois, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tempus Labs, Chicago, Illinois, United States of America","institution_ids":["https://openalex.org/I4210114883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.434,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95526947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"3","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9014000296592712,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9014000296592712,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.05530000105500221,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12671","display_name":"Management and Marketing Education","score":0.00839999970048666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/business-analytics-education","display_name":"business analytics education","score":0.8610000014305115},{"id":"https://openalex.org/keywords/data-science-curriculum","display_name":"data science curriculum","score":0.6100000143051147},{"id":"https://openalex.org/keywords/data-science-workforce","display_name":"data science workforce","score":0.3149999976158142}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8205857276916504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3711457848548889},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37097305059432983},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3690372705459595},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.359622597694397},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3518034815788269},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25619322061538696},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1972406804561615}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/99608f92.90814c32","doi":"https://doi.org/10.1162/99608f92.90814c32","is_oa":true,"landing_page_url":"https://doi.org/10.1162/99608f92.90814c32","pdf_url":"https://hdsr.mitpress.mit.edu/pub/2fu65ujf/download/pdf","source":{"id":"https://openalex.org/S4306511929","display_name":"Harvard Data Science Review","issn_l":"2644-2353","issn":["2644-2353","2688-8513"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Harvard Data Science Review","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3ac644197c0145d4ae7008bb394580e5","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/3ac644197c0145d4ae7008bb394580e5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Harvard Data Science Review (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/99608f92.90814c32","doi":"https://doi.org/10.1162/99608f92.90814c32","is_oa":true,"landing_page_url":"https://doi.org/10.1162/99608f92.90814c32","pdf_url":"https://hdsr.mitpress.mit.edu/pub/2fu65ujf/download/pdf","source":{"id":"https://openalex.org/S4306511929","display_name":"Harvard Data Science Review","issn_l":"2644-2353","issn":["2644-2353","2688-8513"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Harvard Data Science Review","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127059672.pdf","grobid_xml":"https://content.openalex.org/works/W3127059672.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2112744711","https://openalex.org/W3046522440","https://openalex.org/W3046544343"],"related_works":["https://openalex.org/W4296425765","https://openalex.org/W7037225209","https://openalex.org/W6891675680","https://openalex.org/W4406795084","https://openalex.org/W4285542023","https://openalex.org/W2480165717","https://openalex.org/W7163527851","https://openalex.org/W2584759441","https://openalex.org/W4400278633","https://openalex.org/W3085112275"],"abstract_inverted_index":{"Column":[0],"Editors'":[1],"Note:In":[2],"this":[3],"article,":[4],"we":[5],"focus":[6],"on":[7],"a":[8,33],"key":[9,34],"problem":[10],"in":[11,26],"industry:":[12],"getting":[13],"data":[14,37,45],"science":[15,38,46],"models":[16],"deployed":[17],"into":[18],"production":[19],"within":[20],"organizations.The":[21],"tasks":[22],"and":[23,58],"skills":[24],"involved":[25],"deployment":[27,52,69],"are":[28,42],"often":[29],"not":[30],"considered":[31],"as":[32],"component":[35],"of":[36,50,56],"initiatives,":[39],"but":[40],"they":[41],"critical":[43],"to":[44,67],"success.We":[47],"describe":[48],"evidence":[49],"the":[51,54],"problem,":[53],"components":[55],"deployment,":[57],"how":[59],"some":[60],"campus-based":[61],"business":[62],"analytics":[63],"degree":[64],"programs":[65],"attempt":[66],"inculcate":[68],"skills.":[70]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2021-02-15T00:00:00"}
