{"id":"https://openalex.org/W4206621223","doi":"https://doi.org/10.1080/08874417.2021.2010150","title":"Understanding Data Analytics Recommendation Execution: The Role of Recommendation Quality","display_name":"Understanding Data Analytics Recommendation Execution: The Role of Recommendation Quality","publication_year":2022,"publication_date":"2022-01-20","ids":{"openalex":"https://openalex.org/W4206621223","doi":"https://doi.org/10.1080/08874417.2021.2010150"},"language":"en","primary_location":{"id":"doi:10.1080/08874417.2021.2010150","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2021.2010150","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","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/A5054101965","display_name":"Seyed Pouyan Eslami","orcid":"https://orcid.org/0000-0002-5885-7969"},"institutions":[{"id":"https://openalex.org/I157638225","display_name":"California State University, Northridge","ror":"https://ror.org/005f5hv41","country_code":"US","type":"education","lineage":["https://openalex.org/I157638225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seyed Pouyan Eslami","raw_affiliation_strings":["California State University Northridge, Los Angeles, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-5885-7969","affiliations":[{"raw_affiliation_string":"California State University Northridge, Los Angeles, California, USA","institution_ids":["https://openalex.org/I157638225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050421385","display_name":"Khaled Hassanein","orcid":"https://orcid.org/0000-0002-5902-1717"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khaled Hassanein","raw_affiliation_strings":["McMaster University, Hamilton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McMaster University, Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054101965"],"corresponding_institution_ids":["https://openalex.org/I157638225"],"apc_list":null,"apc_paid":null,"fwci":0.7508,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73252329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"62","issue":"6","first_page":"1283","last_page":"1296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9988999962806702,"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":0.9988999962806702,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9908000230789185,"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/T12384","display_name":"Customer churn and segmentation","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/computer-science","display_name":"Computer science","score":0.6833986043930054},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6163507699966431},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4966033101081848},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.49653416872024536},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.46709010004997253},{"id":"https://openalex.org/keywords/concordance","display_name":"Concordance","score":0.4489603638648987},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4456254243850708},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.44122976064682007},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4355868697166443},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4021144211292267},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2596164345741272},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22102835774421692},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12920019030570984},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12881112098693848},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10550880432128906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6833986043930054},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6163507699966431},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4966033101081848},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.49653416872024536},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.46709010004997253},{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.4489603638648987},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4456254243850708},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.44122976064682007},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4355868697166443},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4021144211292267},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2596164345741272},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22102835774421692},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12920019030570984},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12881112098693848},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10550880432128906},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08874417.2021.2010150","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2021.2010150","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W52089428","https://openalex.org/W116282327","https://openalex.org/W141544107","https://openalex.org/W1496783311","https://openalex.org/W1569276499","https://openalex.org/W1586646305","https://openalex.org/W1605176579","https://openalex.org/W1966998110","https://openalex.org/W1971935224","https://openalex.org/W1972907619","https://openalex.org/W1974650315","https://openalex.org/W1975322779","https://openalex.org/W1979422830","https://openalex.org/W1981018178","https://openalex.org/W2001468398","https://openalex.org/W2010057062","https://openalex.org/W2029125978","https://openalex.org/W2030536289","https://openalex.org/W2035026282","https://openalex.org/W2049159124","https://openalex.org/W2049670925","https://openalex.org/W2059654094","https://openalex.org/W2060553764","https://openalex.org/W2062681713","https://openalex.org/W2073867235","https://openalex.org/W2081244122","https://openalex.org/W2101950949","https://openalex.org/W2106867366","https://openalex.org/W2111860366","https://openalex.org/W2116305749","https://openalex.org/W2117535912","https://openalex.org/W2120789618","https://openalex.org/W2121657355","https://openalex.org/W2131451413","https://openalex.org/W2134884007","https://openalex.org/W2141975087","https://openalex.org/W2150236945","https://openalex.org/W2168972045","https://openalex.org/W2175227141","https://openalex.org/W2225487928","https://openalex.org/W2303726239","https://openalex.org/W2314952618","https://openalex.org/W2460364132","https://openalex.org/W2485327418","https://openalex.org/W2505786633","https://openalex.org/W2591383930","https://openalex.org/W2606902647","https://openalex.org/W2623967013","https://openalex.org/W2730922864","https://openalex.org/W2766977116","https://openalex.org/W2789881158","https://openalex.org/W2885268795","https://openalex.org/W2888628853","https://openalex.org/W2896416611","https://openalex.org/W2911535318","https://openalex.org/W2912434367","https://openalex.org/W2928281925","https://openalex.org/W2932953982","https://openalex.org/W2935674156","https://openalex.org/W2967317239","https://openalex.org/W2970140938","https://openalex.org/W3048870688","https://openalex.org/W3090714657","https://openalex.org/W3123114691","https://openalex.org/W4230637740","https://openalex.org/W4238483310","https://openalex.org/W4242973530","https://openalex.org/W4243177274","https://openalex.org/W4243667233","https://openalex.org/W4246406132","https://openalex.org/W4302085518","https://openalex.org/W6806819045"],"related_works":["https://openalex.org/W1601684588","https://openalex.org/W2108427450","https://openalex.org/W2104328188","https://openalex.org/W648938440","https://openalex.org/W4220795960","https://openalex.org/W2789177613","https://openalex.org/W2396330467","https://openalex.org/W2915108716","https://openalex.org/W1897313079","https://openalex.org/W1517024399"],"abstract_inverted_index":{"Although":[0],"significantly":[1],"more":[2],"organizations":[3],"have":[4],"recently":[5],"invested":[6],"in":[7,97],"Data":[8],"Analytics":[9],"(DA),":[10],"most":[11],"business":[12],"users":[13],"do":[14],"not":[15],"execute":[16],"DA":[17,24,57,76,82],"recommendations.":[18],"Conceptualizing":[19],"the":[20,38,94],"novel":[21],"concept":[22],"of":[23,49,69],"recommendation":[25,58,83,89],"quality,":[26,33],"shaped":[27],"by":[28],"tool,":[29],"data":[30],"and":[31,52],"analyst":[32],"this":[34,78],"study":[35,79],"draws":[36],"on":[37,45],"Stimulus-Organism-Response":[39],"framework":[40],"to":[41],"investigate":[42],"its":[43],"effect":[44],"shaping":[46],"users\u2019":[47],"perceptions":[48],"concordance,":[50],"actionability,":[51],"risk,":[53],"ultimately":[54],"influencing":[55],"their":[56],"execution.":[59],"The":[60],"theoretical":[61],"model":[62],"is":[63,85,93],"empirically":[64],"validated":[65],"using":[66],"a":[67],"sample":[68],"senior":[70],"managers":[71],"across":[72],"North":[73],"America.":[74],"Enriching":[75],"literature,":[77],"shows":[80],"that":[81],"quality":[84],"positively":[86],"associated":[87],"with":[88],"execution,":[90],"while":[91],"actionability":[92],"dominant":[95],"factor":[96],"increasing":[98],"it.":[99]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
