{"id":"https://openalex.org/W2794614303","doi":"https://doi.org/10.4018/ijbir.2018010101","title":"Business Intelligence is No \u2018Free Lunch'","display_name":"Business Intelligence is No \u2018Free Lunch'","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794614303","doi":"https://doi.org/10.4018/ijbir.2018010101","mag":"2794614303"},"language":"en","primary_location":{"id":"doi:10.4018/ijbir.2018010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijbir.2018010101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence Research","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/A5082035107","display_name":"Johannes Epple","orcid":null},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Johannes Epple","raw_affiliation_strings":["Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004386505","display_name":"Robert Winter","orcid":"https://orcid.org/0000-0001-9383-2276"},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robert Winter","raw_affiliation_strings":["Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035020693","display_name":"Stefan Bischoff","orcid":null},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stefan Bischoff","raw_affiliation_strings":["Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062691608","display_name":"Stephan Aier","orcid":"https://orcid.org/0009-0000-7620-0947"},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stephan Aier","raw_affiliation_strings":["Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Management, University of St. Gallen, St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I202963720"],"apc_list":null,"apc_paid":null,"fwci":0.3219,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63139552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"9","issue":"1","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994000196456909,"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":0.9994000196456909,"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/T11719","display_name":"Data Quality and Management","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11572","display_name":"Information Technology Governance and Strategy","score":0.9782000184059143,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7423075437545776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.699588418006897},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6523910760879517},{"id":"https://openalex.org/keywords/cost-allocation","display_name":"Cost allocation","score":0.5500638484954834},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4752994477748871},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46869778633117676},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.41241252422332764},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.39723581075668335},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.37121880054473877},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34756070375442505},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3378509283065796},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20495378971099854},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13342413306236267},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.10440269112586975},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1019836962223053}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7423075437545776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699588418006897},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6523910760879517},{"id":"https://openalex.org/C2781426564","wikidata":"https://www.wikidata.org/wiki/Q13479712","display_name":"Cost allocation","level":2,"score":0.5500638484954834},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4752994477748871},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46869778633117676},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.41241252422332764},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.39723581075668335},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.37121880054473877},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34756070375442505},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3378509283065796},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20495378971099854},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13342413306236267},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.10440269112586975},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1019836962223053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijbir.2018010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijbir.2018010101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jbir00:v:9:y:2018:i:1:p:1-15","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJBIR.2018010101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1273921","https://openalex.org/W27661455","https://openalex.org/W57821866","https://openalex.org/W100321389","https://openalex.org/W108745789","https://openalex.org/W153548376","https://openalex.org/W175588260","https://openalex.org/W341465256","https://openalex.org/W967388542","https://openalex.org/W1502975542","https://openalex.org/W1526281128","https://openalex.org/W1541119329","https://openalex.org/W1542871742","https://openalex.org/W1547149692","https://openalex.org/W1550682196","https://openalex.org/W1561801499","https://openalex.org/W1564010203","https://openalex.org/W1592481130","https://openalex.org/W1887346301","https://openalex.org/W1965102537","https://openalex.org/W1971587581","https://openalex.org/W1973673633","https://openalex.org/W1974149523","https://openalex.org/W1978522043","https://openalex.org/W1981309721","https://openalex.org/W1995276873","https://openalex.org/W2002406790","https://openalex.org/W2016331831","https://openalex.org/W2019170528","https://openalex.org/W2025439232","https://openalex.org/W2032126665","https://openalex.org/W2033399855","https://openalex.org/W2035736504","https://openalex.org/W2037163971","https://openalex.org/W2037680823","https://openalex.org/W2048484359","https://openalex.org/W2076057132","https://openalex.org/W2079666165","https://openalex.org/W2079731465","https://openalex.org/W2080720951","https://openalex.org/W2080856384","https://openalex.org/W2108123404","https://openalex.org/W2111628838","https://openalex.org/W2116721563","https://openalex.org/W2127692094","https://openalex.org/W2131439193","https://openalex.org/W2132210159","https://openalex.org/W2137515990","https://openalex.org/W2141975087","https://openalex.org/W2157919725","https://openalex.org/W2163673383","https://openalex.org/W2167608769","https://openalex.org/W2169571673","https://openalex.org/W2498503053","https://openalex.org/W2532530040","https://openalex.org/W2904317169","https://openalex.org/W3183184849","https://openalex.org/W4214655578","https://openalex.org/W4250135078","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4382930947","https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2738656338","https://openalex.org/W2603787370","https://openalex.org/W2555400967","https://openalex.org/W3214759741","https://openalex.org/W3174876210","https://openalex.org/W3126697728"],"abstract_inverted_index":{"Cost":[0],"allocations":[1],"for":[2,64,87,93],"business":[3],"intelligence":[4],"(BI)":[5],"costs":[6],"create":[7],"cost":[8,11,22,67,91],"awareness,":[9],"enhance":[10],"transparency,":[12],"and":[13,75],"support":[14],"the":[15,29,41,44],"management":[16],"of":[17,43,55],"BI":[18,21,78,94],"systems.":[19,79,95],"Although":[20],"allocation":[23,68,92],"is":[24,31,49,53,85],"highly":[25],"relevant":[26],"in":[27,34,46],"practice,":[28],"field":[30],"widely":[32],"uncharted":[33],"current":[35],"scholarly":[36],"research.":[37],"In":[38],"this":[39],"article,":[40],"state":[42],"art":[45],"scientific":[47],"literature":[48],"analyzed.":[50],"The":[51],"review":[52],"comprised":[54],"three":[56],"iterations.":[57],"It":[58],"shows":[59],"that":[60],"certain":[61],"general":[62],"approaches":[63],"information":[65],"systems":[66],"are":[69],"suitable":[70],"candidates":[71],"if":[72],"being":[73],"combined":[74],"tailored":[76],"to":[77],"Based":[80],"on":[81],"synthesis,":[82],"an":[83],"agenda":[84],"derived":[86],"future":[88],"research":[89],"into":[90]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}