{"id":"https://openalex.org/W2961535880","doi":null,"title":"Exploring the Dynamics of Developing the Analytics Capability","display_name":"Exploring the Dynamics of Developing the Analytics Capability","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2961535880","mag":"2961535880"},"language":"en","primary_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/38329","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","pdf_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022859939","display_name":"Ilari Alen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ilari Alen","raw_affiliation_strings":["Department of Industrial Engineering and Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002315699","display_name":"Mikael \u00d6hman","orcid":"https://orcid.org/0000-0001-5168-7066","observed_orcids":["https://orcid.org/0000-0001-5168-7066"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mikael \u00d6hman","raw_affiliation_strings":["Department of Industrial Engineering and Management"],"raw_orcid":"https://orcid.org/0000-0001-5168-7066","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008119565","display_name":"Riikka Kaipia","orcid":"https://orcid.org/0000-0001-7457-0231","observed_orcids":["https://orcid.org/0000-0001-7457-0231"]},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Riikka Kaipia","raw_affiliation_strings":["Chalmers University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-7457-0231","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008763824","display_name":"Risto Rajala","orcid":"https://orcid.org/0000-0002-3758-8691","observed_orcids":["https://orcid.org/0000-0002-3758-8691"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Risto Rajala","raw_affiliation_strings":["Department of Industrial Engineering and Management"],"raw_orcid":"https://orcid.org/0000-0002-3758-8691","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9955999851226807,"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":0.9955999851226807,"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/T11572","display_name":"Information Technology Governance and Strategy","score":0.001500000013038516,"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/T10003","display_name":"Innovation and Knowledge Management","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/analytics-capability","display_name":"analytics capability","score":0.9950000047683716},{"id":"https://openalex.org/keywords/data-analytics","display_name":"data analytics","score":0.44200000166893005},{"id":"https://openalex.org/keywords/multinational-corporations","display_name":"multinational corporations","score":0.746999979019165},{"id":"https://openalex.org/keywords/manufacturing-firms","display_name":"manufacturing companies","score":0.8169999718666077},{"id":"https://openalex.org/keywords/organizational-culture","display_name":"organizational culture","score":0.7900000214576721},{"id":"https://openalex.org/keywords/analytics-governance","display_name":"analytics governance","score":0.8429999947547913},{"id":"https://openalex.org/keywords/structural-ambidexterity","display_name":"structural ambidexterity","score":0.8999999761581421},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"dynamic capabilities","score":0.9929999709129333},{"id":"https://openalex.org/keywords/means-ends-analysis","display_name":"means-ends analysis","score":0.7350000143051147},{"id":"https://openalex.org/keywords/capability-maturity","display_name":"capability maturity","score":0.5370000004768372},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.7710000276565552}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5623114705085754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361219644546509},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.45733577013015747},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3789368271827698},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12283411622047424},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/38329","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","pdf_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"mag:2961535880","doi":null,"is_oa":false,"landing_page_url":"https://research.aalto.fi/files/33836556/Paper118_Exploring_the_dynamics_of_developing_the_analytics_capability_IWSPE_v1.01_1_.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/38329","doi":null,"is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","pdf_url":"https://aaltodoc.aalto.fi/handle/123456789/38329","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2961535880.pdf","grobid_xml":"https://content.openalex.org/works/W2961535880.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W126513118","https://openalex.org/W1945407933","https://openalex.org/W1969975398","https://openalex.org/W1976569505","https://openalex.org/W2002554683","https://openalex.org/W2009652224","https://openalex.org/W2010474418","https://openalex.org/W2011720015","https://openalex.org/W2023596193","https://openalex.org/W2061977616","https://openalex.org/W2081084322","https://openalex.org/W2088283877","https://openalex.org/W2089402107","https://openalex.org/W2100515823","https://openalex.org/W2102469678","https://openalex.org/W2115326244","https://openalex.org/W2121991049","https://openalex.org/W2123709218","https://openalex.org/W2138980717","https://openalex.org/W2139907081","https://openalex.org/W2141226948","https://openalex.org/W2160449301","https://openalex.org/W2164284962","https://openalex.org/W2165289169","https://openalex.org/W2242169805","https://openalex.org/W2329395632","https://openalex.org/W2515300481","https://openalex.org/W2582377764","https://openalex.org/W3144127399"],"related_works":["https://openalex.org/W7220796295","https://openalex.org/W2320240660","https://openalex.org/W7118585910","https://openalex.org/W7108073943","https://openalex.org/W1749248792","https://openalex.org/W4400051811","https://openalex.org/W4392155320","https://openalex.org/W3119771386","https://openalex.org/W2296211842","https://openalex.org/W4387343756"],"abstract_inverted_index":{"As":[0],"technology":[1],"evolves":[2],"and":[3,29,115,138,154],"the":[4,26,36,72,79,84,90,94,102,110,126,147,158,161,175,182,185,223],"amount":[5],"of":[6,38,78,93,107,164,184,211,239],"available":[7],"data":[8],"increases":[9],"across":[10],"industries,":[11],"companies":[12],"race":[13],"to":[14,22,233],"develop":[15],"their":[16],"analytics":[17,27,66,80,95,127,141,165,186],"capability.":[18],"This":[19],"research":[20,230],"seeks":[21],"understand":[23],"what":[24],"constitutes":[25],"capability,":[28],"how":[30,109,116],"it":[31,117],"should":[32,112,196],"be":[33,113,198,219],"developed":[34,114],"in":[35,51,146,228,235],"context":[37],"a":[39,52,189,201,209],"multinational":[40,53],"corporation.":[41],"For":[42],"this":[43],"end,":[44],"we":[45,57,74,130,177],"conduct":[46],"an":[47],"in-depth":[48],"single-case":[49],"study":[50,176],"manufacturing":[54],"company,":[55],"where":[56],"interview":[58],"30":[59],"informants":[60],"working":[61],"with,":[62],"or":[63],"dependent":[64],"on":[65,71,101,108,174,188,200,214],"for":[67],"decision":[68],"making.":[69],"Based":[70,173],"data,":[73,103],"form":[75],"our":[76],"conception":[77],"capability":[81,96,111,128,142,187,207],"by":[82],"using":[83],"Gioia":[85,224],"method.":[86],"We":[87,121],"then":[88],"examine":[89],"dynamic":[91,216],"nature":[92,163],"through":[97],"deriving":[98],"projections":[99,159,227],"based":[100],"which":[104,129,215],"allows":[105],"exploration":[106],"will":[118],"eventually":[119],"evolve.":[120],"identify":[122],"13":[123],"dimensions":[124],"comprising":[125],"group":[131],"into":[132],"four":[133],"categories:":[134],"Culture,":[135],"Governance,":[136],"Methods,":[137],"Technology.":[139],"The":[140,205],"is":[143,192,231],"deeply":[144],"rooted":[145],"organizational":[148],"fabric":[149],"displaying":[150],"complex":[151],"interdependencies":[152],"within":[153],"between":[155],"categories.":[156],"Further,":[157],"highlight":[160],"contingent":[162],"as":[166],"different":[167,171],"analytic":[168],"ends":[169],"require":[170],"means.":[172],"conclude":[178],"that:":[179],"1)":[180],"Evaluating":[181],"maturity":[183],"firm":[190],"level":[191],"not":[193],"meaningful,":[194],"but":[195],"rather":[197],"done":[199],"means-ends":[202],"basis;":[203],"2)":[204],"Analytics":[206],"creates":[208],"foundation":[210],"structural":[212],"ambidexterity":[213],"capabilities":[217],"can":[218],"built;":[220],"3)":[221],"Combining":[222],"method":[225],"with":[226],"exploratory":[229],"argued":[232],"result":[234],"more":[236],"robust":[237],"conceptualizations":[238],"novel":[240],"phenomena.":[241]},"counts_by_year":[],"updated_date":"2026-09-01T08:31:24.195828","created_date":"2019-07-23T00:00:00"}
