{"id":"https://openalex.org/W3156004478","doi":"https://doi.org/10.1109/ictas50802.2021.9395029","title":"PLS-SEM technique and phases of analysis \u2013 implications for information systems\u2019 exploratory design researchers","display_name":"PLS-SEM technique and phases of analysis \u2013 implications for information systems\u2019 exploratory design researchers","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3156004478","doi":"https://doi.org/10.1109/ictas50802.2021.9395029","mag":"3156004478"},"language":"en","primary_location":{"id":"doi:10.1109/ictas50802.2021.9395029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictas50802.2021.9395029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Conference on Information Communications Technology and Society (ICTAS)","raw_type":"proceedings-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/A5068677474","display_name":"Anass Bayaga","orcid":"https://orcid.org/0000-0003-0283-0262"},"institutions":[{"id":"https://openalex.org/I99712911","display_name":"Nelson Mandela University","ror":"https://ror.org/03r1jm528","country_code":"ZA","type":"education","lineage":["https://openalex.org/I99712911"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Anass Bayaga","raw_affiliation_strings":["Nelson Mandela University, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nelson Mandela University, South Africa","institution_ids":["https://openalex.org/I99712911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024897823","display_name":"Michael Kyobe","orcid":"https://orcid.org/0000-0002-8037-8251"},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Michael kyobe","raw_affiliation_strings":["University of Cape Town, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cape Town, South Africa","institution_ids":["https://openalex.org/I157614274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5509,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95127441,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9968000054359436,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9851999878883362,"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":0.9736999869346619,"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/structural-equation-modeling","display_name":"Structural equation modeling","score":0.7827213406562805},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6750930547714233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5493294596672058},{"id":"https://openalex.org/keywords/remedial-education","display_name":"Remedial education","score":0.5354673266410828},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.5211182236671448},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.41256457567214966},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3882134258747101},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3833019733428955},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08939841389656067}],"concepts":[{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.7827213406562805},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6750930547714233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5493294596672058},{"id":"https://openalex.org/C100207952","wikidata":"https://www.wikidata.org/wiki/Q7311597","display_name":"Remedial education","level":2,"score":0.5354673266410828},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.5211182236671448},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.41256457567214966},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3882134258747101},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3833019733428955},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08939841389656067},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictas50802.2021.9395029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictas50802.2021.9395029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Conference on Information Communications Technology and Society (ICTAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1542932561","https://openalex.org/W1741321747","https://openalex.org/W1791587663","https://openalex.org/W1963871081","https://openalex.org/W1988050849","https://openalex.org/W2000380427","https://openalex.org/W2001715592","https://openalex.org/W2014134373","https://openalex.org/W2033943395","https://openalex.org/W2057643324","https://openalex.org/W2092209629","https://openalex.org/W2092718724","https://openalex.org/W2101979905","https://openalex.org/W2102963621","https://openalex.org/W2122838852","https://openalex.org/W2124493593","https://openalex.org/W2130892515","https://openalex.org/W2144283809","https://openalex.org/W2149868499","https://openalex.org/W2164240590","https://openalex.org/W2169925271","https://openalex.org/W2170551713","https://openalex.org/W2321359552","https://openalex.org/W2594918317","https://openalex.org/W2687871522","https://openalex.org/W2765119378","https://openalex.org/W2778439410","https://openalex.org/W2787125340","https://openalex.org/W2791956742","https://openalex.org/W2801387997","https://openalex.org/W2803946584","https://openalex.org/W2900509361","https://openalex.org/W2910121487","https://openalex.org/W2911286166","https://openalex.org/W2935312119","https://openalex.org/W2991589395","https://openalex.org/W3084060597","https://openalex.org/W3122877168","https://openalex.org/W3147343449","https://openalex.org/W4242537664","https://openalex.org/W4243641610","https://openalex.org/W6637639269","https://openalex.org/W6684818316","https://openalex.org/W6685256463","https://openalex.org/W6767532150"],"related_works":["https://openalex.org/W2786020177","https://openalex.org/W4388676248","https://openalex.org/W2933918024","https://openalex.org/W2755862626","https://openalex.org/W4211039102","https://openalex.org/W1970571431","https://openalex.org/W4205445214","https://openalex.org/W4246070000","https://openalex.org/W4399857447","https://openalex.org/W4399211776"],"abstract_inverted_index":{"Increasingly,":[0],"information":[1],"systems":[2],"(IS)":[3],"practitioners":[4],"and":[5,12,37,46,53,56,111,121,137],"theorists,":[6],"knowingly":[7],"or":[8],"unaware,":[9],"inappropriately":[10],"use,":[11],"incorrectly":[13],"apply":[14],"the":[15,29,72,76,88,106,113,117,130,133,142,145,164,173,179,185,196],"partial":[16],"least":[17],"squares":[18],"-":[19],"structural":[20],"equation":[21],"modeling":[22],"(PLS-SEM)":[23],"approach":[24],"in":[25,96,101,144,167,203],"analysis.":[26],"Associated":[27],"with":[28,82,129,175,198],"ease":[30],"of":[31,75,78,85,87,109,119,132,159,181],"access":[32],"to":[33,42,66,91,105,152,156,177],"statistical":[34],"packages":[35],"(RATS":[36],"SmartPLS),":[38],"IS":[39,107,168,204],"analysts":[40],"tend":[41,90],"abuse":[43],"PLS-SEM":[44,79,126,135,160],"reporting":[45],"interpretations.":[47],"As":[48],"a":[49],"consequence,":[50],"often":[51,99],"insincere,":[52],"even":[54],"meaningless":[55],"misleading":[57,67,94],"conclusions,":[58],"as":[59,61,161,163,201],"well":[60,162],"recommendations,":[62],"are":[63],"attained,":[64],"leading":[65],"remedial":[68],"actions.":[69],"Policymakers":[70],"without":[71],"necessary":[73],"knowledge":[74],"integrity":[77],"tools,":[80],"coupled":[81],"their":[83,97,138],"lack":[84],"awareness":[86,131],"problems,":[89],"implement":[92],"such":[93],"results":[95],"decision-making,":[98],"resulting":[100],"disastrous":[102],"consequences":[103],"unbeknown":[104],"community":[108],"practice,":[110],"including":[112],"general":[114],"public.":[115],"Thus,":[116],"achievement":[118],"valid":[120],"objective":[122],"conclusions":[123],"drawn":[124],"from":[125],"relate":[127],"closely":[128],"correct":[134],"techniques":[136],"consequences.":[139],"Informed":[140],"by":[141],"misleads,":[143],"present":[146],"conceptual":[147],"paper,":[148],"attention":[149],"is":[150],"paid":[151],"incorrect":[153],"practices":[154],"related":[155,169],"analysis":[157,165],"procedures":[158],"technique":[166],"research.":[170,205],"We":[171,194],"link":[172],"discussion":[174],"how":[176],"predict":[178],"relevance":[180],"hypothesised":[182],"models":[183],"through":[184],"selected":[186],"Technology":[187],"Acceptance":[188],"Model":[189],"(TAM)":[190],"for":[191],"illustrative":[192],"purposes.":[193],"end":[195],"paper":[197],"reflective":[199],"lessons":[200],"applied":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
