{"id":"https://openalex.org/W3199408698","doi":"https://doi.org/10.1108/oir-10-2020-0469","title":"The development of the data science capability maturity model: a survey-based research","display_name":"The development of the data science capability maturity model: a survey-based research","publication_year":2021,"publication_date":"2021-09-14","ids":{"openalex":"https://openalex.org/W3199408698","doi":"https://doi.org/10.1108/oir-10-2020-0469","mag":"3199408698"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1108/oir-10-2020-0469","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5074877221","display_name":"Mert Onuralp G\u00f6kalp","orcid":"https://orcid.org/0000-0002-4812-7989"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mert Onuralp G\u00f6kalp","raw_affiliation_strings":["Informatics Institute, Middle East Technical University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Informatics Institute, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084829091","display_name":"Ebru G\u00f6kalp","orcid":"https://orcid.org/0000-0002-4030-2447"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ebru G\u00f6kalp","raw_affiliation_strings":["Institute for Manufacturing, Department of Engineering, University of Cambridge, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Institute for Manufacturing, Department of Engineering, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085358277","display_name":"Kerem Kayabay","orcid":"https://orcid.org/0000-0002-3333-4248"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kerem Kayabay","raw_affiliation_strings":["Informatics Institute, Middle East Technical University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Informatics Institute, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024643470","display_name":"Altan Ko\u00e7yi\u011fit","orcid":"https://orcid.org/0000-0001-5003-4127"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Altan Ko\u00e7yi\u011fit","raw_affiliation_strings":["Informatics Institute, Middle East Technical University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Informatics Institute, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043637608","display_name":"P. Erhan Eren","orcid":"https://orcid.org/0000-0003-4354-3358"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"P. Erhan Eren","raw_affiliation_strings":["Informatics Institute, Middle East Technical University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Informatics Institute, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.614,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.999894,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"46","issue":"3","first_page":"547","last_page":"567"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9992,"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":0.9992,"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/T14306","display_name":"Technology Assessment and Management","score":0.9949,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9895,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/design-science-research","display_name":"Design science research","score":0.4878707},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.41542447}],"concepts":[{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.88011986},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.73819625},{"id":"https://openalex.org/C73890322","wikidata":"https://www.wikidata.org/wiki/Q7455693","display_name":"Service Integration Maturity Model","level":4,"score":0.6914841},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6078312},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.57466614},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4953755},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.4878707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48158813},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44723395},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.41542447},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34241712},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.29916638},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27330253},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.24223015},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.123983294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1108/oir-10-2020-0469","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W116282327","https://openalex.org/W2012272403","https://openalex.org/W2136451344","https://openalex.org/W2138980717","https://openalex.org/W2269531456","https://openalex.org/W2340139852","https://openalex.org/W2390346197","https://openalex.org/W2489408039","https://openalex.org/W2574134800","https://openalex.org/W2576975314","https://openalex.org/W2752237645","https://openalex.org/W2760469808","https://openalex.org/W2790746912","https://openalex.org/W2887755721","https://openalex.org/W2981557028","https://openalex.org/W3048107557","https://openalex.org/W3151685851"],"related_works":["https://openalex.org/W797518012","https://openalex.org/W4384822944","https://openalex.org/W3184168557","https://openalex.org/W3175617745","https://openalex.org/W2992877076","https://openalex.org/W2961659353","https://openalex.org/W2912268755","https://openalex.org/W2806063704","https://openalex.org/W2734763330","https://openalex.org/W2530870121"],"abstract_inverted_index":{"Purpose":[0],"The":[1],"purpose":[2],"of":[3,13,78,150,216,220],"this":[4,79,141],"paper":[5,53,175],"is":[6,146],"to":[7,61,130,209],"investigate":[8],"social":[9],"and":[10,17,40,56,64,97,132,155,170,190,198,212],"technical":[11],"drivers":[12],"data":[14,31,62,111,136,166,168,187,217],"science":[15,32,63,112,137,188,218],"practices":[16],"develop":[18],"a":[19,37,42,48,70,82,99,104,126,180,202],"standard":[20,129,208],"model":[21,87,115,128,184,207],"for":[22,45,91,179,185],"assisting":[23],"organizations":[24,124],"in":[25,47],"their":[26,134],"digital":[27],"transformation":[28],"by":[29,68,194],"providing":[30],"capability/maturity":[33,127],"level":[34],"assessment,":[35],"deriving":[36],"gap":[38],"analysis,":[39],"creating":[41],"comprehensive":[43],"roadmap":[44],"improvement":[46],"standardized":[49],"way.":[50],"Design/methodology/approach":[51],"This":[52,174],"systematically":[54],"reviews":[55],"synthesizes":[57],"the":[58,76,110,144,177,186,192,214],"existing":[59],"literature-related":[60],"183":[65],"practitioners'":[66,199],"considerations":[67,200],"employing":[69],"survey-based":[71],"research":[72,80,142],"method.":[73],"By":[74],"blending":[75],"findings":[77,197],"with":[81],"well-established":[83],"process":[84,161,181,204],"capability":[85,113,152,182,205],"maturity":[86,101,114,153,183,206,215],"standard,":[88],"International":[89],"Organization":[90],"Standardization/International":[92],"Electrotechnical":[93],"Commission":[94],"(ISO/IEC)":[95],"330xx,":[96],"following":[98],"methodological":[100],"development":[102],"framework,":[103],"theoretically":[105],"grounded":[106],"model,":[107],"entitled":[108],"as":[109],"(DSCMM)":[116],"was":[117,121],"developed.":[118,147],"Findings":[119],"It":[120,148],"found":[122],"that":[123],"seek":[125],"evaluate":[131],"improve":[133,213],"current":[135],"capabilities.":[138],"To":[139],"close":[140],"gap,":[143],"DSCMM":[145,193],"consists":[149],"six":[151],"levels":[154],"twenty-seven":[156],"processes":[157],"categorized":[158],"under":[159],"five":[160],"areas:":[162],"organization,":[163],"strategy":[164],"management,":[165],"analytics,":[167],"governance":[169],"technology":[171],"management.":[172],"Originality/value":[173],"validates":[176],"need":[178],"domain":[189],"develops":[191],"integrating":[195],"literature":[196],"into":[201],"well-accepted":[203],"continuously":[210],"assess":[211],"capabilities":[219],"organizations.":[221]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3199408698","counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-02T11:48:54.122132","created_date":"2021-09-27"}