{"id":"https://openalex.org/W2964417312","doi":"https://doi.org/10.5465/ambpp.2019.16354abstract","title":"Small Business, Big Data: An Assessment Tool for (Big) Data Analytics Capabilities in SMEs","display_name":"Small Business, Big Data: An Assessment Tool for (Big) Data Analytics Capabilities in SMEs","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2964417312","doi":"https://doi.org/10.5465/ambpp.2019.16354abstract","mag":"2964417312"},"language":"en","primary_location":{"id":"doi:10.5465/ambpp.2019.16354abstract","doi":"https://doi.org/10.5465/ambpp.2019.16354abstract","is_oa":false,"landing_page_url":"https://doi.org/10.5465/ambpp.2019.16354abstract","pdf_url":null,"source":{"id":"https://openalex.org/S4210223487","display_name":"Academy of Management Proceedings","issn_l":"0065-0668","issn":["0065-0668","2151-6561","2376-7197"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310316266","host_organization_name":"Academy of Management","host_organization_lineage":["https://openalex.org/P4310316266"],"host_organization_lineage_names":["Academy of Management"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Academy of Management Proceedings","raw_type":"journal-article"},"volume":null,"type":"conference-abstract","is_traditional":false,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cris.maastrichtuniversity.nl/en/publications/418f229f-d0bc-4289-9049-c00fef339dda","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120296856","display_name":"Naomi Moonen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Naomi Moonen","raw_affiliation_strings":["JADS, Joint Graduate School of Tilburg U. and Eindhoven U. of Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JADS, Joint Graduate School of Tilburg U. and Eindhoven U. of Tech","institution_ids":["https://openalex.org/I193700539","https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053623719","display_name":"Jeroen Baijens","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen Baijens","raw_affiliation_strings":["The Open U., Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Open U., Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067293435","display_name":"Mahdi Ebrahim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mahdi Ebrahim","raw_affiliation_strings":["Maastricht U., School of Business & Economics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maastricht U., School of Business & Economics","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086179614","display_name":"Remko W. Helms","orcid":"https://orcid.org/0000-0002-3707-4201","observed_orcids":["https://orcid.org/0000-0002-3707-4201"]},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Remko Helms","raw_affiliation_strings":["Open U., The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Open U., The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":"1","first_page":"16354","last_page":"16354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9926999807357788,"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":0.9926999807357788,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T12885","display_name":"Digital Innovation in Industries","score":0.001500000013038516,"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/big-data-analytics-capability","display_name":"big data analytics capability","score":0.9229999780654907},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.9950000047683716},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.8420000076293945},{"id":"https://openalex.org/keywords/outsourcing","display_name":"outsourcing","score":0.6639999747276306},{"id":"https://openalex.org/keywords/external-collaboration","display_name":"external collaboration","score":0.9800000190734863},{"id":"https://openalex.org/keywords/resource-constraints","display_name":"resource constraints","score":0.7409999966621399}],"concepts":[{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.7035261988639832},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6535643339157104},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6200827956199646},{"id":"https://openalex.org/C48879800","wikidata":"https://www.wikidata.org/wiki/Q622439","display_name":"Small and medium-sized enterprises","level":2,"score":0.552161455154419},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5484632849693298},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.533555269241333},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4836929440498352},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4792309105396271},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.4759116768836975},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.45566123723983765},{"id":"https://openalex.org/C2777973936","wikidata":"https://www.wikidata.org/wiki/Q1109680","display_name":"Small business","level":2,"score":0.446937620639801},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.43490681052207947},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4136075973510742},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31843405961990356},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.27223384380340576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24181202054023743},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.22585269808769226},{"id":"https://openalex.org/C65257409","wikidata":"https://www.wikidata.org/wiki/Q734253","display_name":"Electronic business","level":3,"score":0.14200153946876526},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07887285947799683},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5465/ambpp.2019.16354abstract","doi":"https://doi.org/10.5465/ambpp.2019.16354abstract","is_oa":false,"landing_page_url":"https://doi.org/10.5465/ambpp.2019.16354abstract","pdf_url":null,"source":{"id":"https://openalex.org/S4210223487","display_name":"Academy of Management Proceedings","issn_l":"0065-0668","issn":["0065-0668","2151-6561","2376-7197"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310316266","host_organization_name":"Academy of Management","host_organization_lineage":["https://openalex.org/P4310316266"],"host_organization_lineage_names":["Academy of Management"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Academy of Management Proceedings","raw_type":"journal-article"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/418f229f-d0bc-4289-9049-c00fef339dda","doi":null,"is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/418f229f-d0bc-4289-9049-c00fef339dda","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"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":"Ebrahim, M 2019, Small Business, Big Data: An Assessment Tool for (Big) Data Analytics Capabilities in SMEs. in Academy of Management Annual Meeting Procedings. vol. 2019, Academy of Management, 79th Annual Meeting of the Academy of Management, Boston, Massachusetts, United States, 9/08/19. https://doi.org/10.5465/AMBPP.2019.16354abstract","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:research.ou.nl:publications/593af7fb-bdad-452d-9d74-743aada6df7b","doi":null,"is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/593af7fb-bdad-452d-9d74-743aada6df7b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401002","display_name":"DSpace (Open University in the Netherlands)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I7876267","host_organization_name":"Open University of the Netherlands","host_organization_lineage":["https://openalex.org/I7876267"],"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":"Moonen, N, Baijens, J, Ebrahim, M & Helms, R 2019, Small Business, Big Data : An Assessment Tool for (Big) Data Analytics Capabilities in SMEs. in G Atinc (ed.), Academy of Management Proceedings. Academy of Management, Academy of Management Proceedings, no. 1, vol. 2019. https://doi.org/10.5465/AMBPP.2019.16354abstract","raw_type":"contributionToPeriodical"},{"id":"pmh:ou:oai:research.ou.nl:publications/593af7fb-bdad-452d-9d74-743aada6df7b","doi":null,"is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/593af7fb-bdad-452d-9d74-743aada6df7b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401002","display_name":"DSpace (Open University in the Netherlands)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I7876267","host_organization_name":"Open University of the Netherlands","host_organization_lineage":["https://openalex.org/I7876267"],"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":"Academy of Management Proceedings","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:um:oai:cris.maastrichtuniversity.nl:publications/418f229f-d0bc-4289-9049-c00fef339dda","doi":null,"is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/418f229f-d0bc-4289-9049-c00fef339dda","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Academy of Management Annual Meeting Procedings, 2019","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire/418f229f-d0bc-4289-9049-c00fef339dda","doi":null,"is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/418f229f-d0bc-4289-9049-c00fef339dda","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"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":"Ebrahim, M 2019, Small Business, Big Data: An Assessment Tool for (Big) Data Analytics Capabilities in SMEs. in Academy of Management Annual Meeting Procedings. vol. 2019, Academy of Management, 79th Annual Meeting of the Academy of Management, Boston, Massachusetts, United States, 9/08/19. https://doi.org/10.5465/AMBPP.2019.16354abstract","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4943999946117401},{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.48510000109672546}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W87969467","https://openalex.org/W117601316","https://openalex.org/W312503368","https://openalex.org/W628136672","https://openalex.org/W1493645886","https://openalex.org/W1599579283","https://openalex.org/W1846192801","https://openalex.org/W1960389400","https://openalex.org/W2007570394","https://openalex.org/W2015177282","https://openalex.org/W2017315591","https://openalex.org/W2025802916","https://openalex.org/W2039952259","https://openalex.org/W2041132689","https://openalex.org/W2073965005","https://openalex.org/W2104466568","https://openalex.org/W2138980717","https://openalex.org/W2172015263","https://openalex.org/W2242169805","https://openalex.org/W2261525379","https://openalex.org/W2304640842","https://openalex.org/W2333763974","https://openalex.org/W2390346197","https://openalex.org/W2403486678","https://openalex.org/W2489408039","https://openalex.org/W2505786633","https://openalex.org/W2510113590","https://openalex.org/W2515300481","https://openalex.org/W2516388568","https://openalex.org/W2517745273","https://openalex.org/W2521931132","https://openalex.org/W2558974007","https://openalex.org/W2589714335","https://openalex.org/W2605682430","https://openalex.org/W2607703888","https://openalex.org/W2757967610","https://openalex.org/W2773892460","https://openalex.org/W2774628240","https://openalex.org/W2790697016","https://openalex.org/W3124536214"],"related_works":["https://openalex.org/W4324290559","https://openalex.org/W7203638004","https://openalex.org/W7154326021","https://openalex.org/W4387779490","https://openalex.org/W4415916700","https://openalex.org/W4280523797","https://openalex.org/W7037439273","https://openalex.org/W7024385434","https://openalex.org/W4283466205","https://openalex.org/W7118016234"],"abstract_inverted_index":{"Though":[0],"firms":[1],"are":[2,35,64,109,128],"investing":[3],"a":[4,76,90,96],"lot":[5],"in":[6,44,95,177,192],"big":[7],"data":[8],"analytics":[9],"(BDA),":[10],"it":[11],"is":[12,87,99],"not":[13,65],"well-understood":[14],"how":[15],"this":[16,71],"creates":[17],"business":[18],"value.":[19],"Prior":[20],"research":[21,72,171,208],"identified":[22],"important":[23],"dimensions":[24,63,127],"of":[25,29,81,143,154,175,184,214],"BDA":[26,105],"capabilities":[27,34],"(BDACs)":[28],"large":[30,58,132],"organizations,":[31,61,135],"but":[32],"these":[33],"also":[36,110],"relevant":[37,129],"for":[38,118,130,163,195],"small":[39,60,134],"and":[40,48,59,114,133,151,160,179,201],"medium-sized":[41],"enterprises":[42],"(SMEs)":[43],"order":[45],"to":[46,54,68,74,78,112,140,169,181,197,202],"sustain":[47],"improve":[49],"their":[50,185],"competitiveness.":[51],"However,":[52],"due":[53],"major":[55],"differences":[56],"between":[57],"BDAC":[62],"directly":[66],"transferrable":[67],"SMEs.":[69,82,119],"Therefore,":[70],"aims":[73],"develop":[75,199],"framework":[77,86,117,167],"assess":[79],"BDACs":[80,126,144,200],"A":[83],"preliminary":[84],"assessment":[85,183],"developed":[88],"from":[89],"systematic":[91],"literature":[92],"review":[93],"that":[94,123],"later":[97],"stage":[98],"validated":[100],"by":[101,211],"semi-structured":[102],"interviews":[103,108],"with":[104],"experts.":[106],"The":[107,187,216],"used":[111],"customize":[113],"augment":[115],"the":[116,149,170,182,212],"Our":[120,166],"findings":[121],"indicate":[122],"whereas":[124],"many":[125],"both":[131],"SMEs":[136,176,196],"should":[137],"devote":[138],"attention":[139],"non-technical":[141],"aspects":[142],"as":[145],"well.":[146],"Specifically,":[147],"regarding":[148],"knowledge":[150],"resource":[152],"constraints":[153],"SMEs,":[155],"they":[156],"require":[157],"more":[158],"outsourcing":[159],"external":[161],"collaborations":[162],"developing":[164],"BDACs.":[165,186],"contributes":[168],"on":[172],"digital":[173],"transformation":[174],"general,":[178],"specifically,":[180],"paper\u2019s":[188],"practical":[189],"implication":[190],"lies":[191],"its":[193],"usefulness":[194],"successfully":[198],"survive":[203],"today\u2019s":[204],"competitive":[205],"environment.":[206],"This":[207],"was":[209],"supported":[210],"Province":[213],"Limburg,":[215],"Netherlands,":[217],"under":[218],"grant":[219],"number":[220],"SAS-2014-02207.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":11},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-08-13T00:00:00"}
