{"id":"https://openalex.org/W7225085405","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","title":"Determinants of Cloud Storage Adoption in Indonesia: Integrating Positive Valence, Security, and Trust","display_name":"Determinants of Cloud Storage Adoption in Indonesia: Integrating Positive Valence, Security, and Trust","publication_year":2026,"publication_date":"2026-11-03","ids":{"openalex":"https://openalex.org/W7225085405","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3"},"language":"en","primary_location":{"id":"doi:10.5614/itbj.ict.res.appl.2026.20.3.3","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","pdf_url":"https://journals.itb.ac.id/index.php/jictra/article/download/25700/7515","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.itb.ac.id/index.php/jictra/article/download/25700/7515","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041928166","display_name":"Adele B. L. Mailangkay","orcid":"https://orcid.org/0000-0002-1195-0322","observed_orcids":["https://orcid.org/0000-0002-1195-0322"]},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Adele B L Mailangkay","raw_affiliation_strings":["School of Information Systems, Bina Nusantara University, Jalan Kebon Jeruk Raya No. 27, Kebon Jeruk, Jakarta Barat 11530"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Bina Nusantara University, Jalan Kebon Jeruk Raya No. 27, Kebon Jeruk, Jakarta Barat 11530","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115992663","display_name":"Bagas Aditya Nugraha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Bagas Aditya Nugraha","raw_affiliation_strings":["School of Information Systems, Bina Nusantara University, Jalan Kebon Jeruk Raya No. 27, Kebon Jeruk, Jakarta Barat 11530"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Bina Nusantara University, Jalan Kebon Jeruk Raya No. 27, Kebon Jeruk, Jakarta Barat 11530","institution_ids":["https://openalex.org/I166073570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166073570"],"apc_list":{"value":150,"currency":"USD","value_usd":150},"apc_paid":{"value":150,"currency":"USD","value_usd":150},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8502994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"3","first_page":"253","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9994999766349792,"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":0.9994999766349792,"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/T14244","display_name":"Consumer Behavior and Marketing Influence","score":0.0,"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"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.6840000152587891},{"id":"https://openalex.org/keywords/perceived-benefits","display_name":"perceived benefits","score":0.9950000047683716},{"id":"https://openalex.org/keywords/security-computing","display_name":"security (computing)","score":0.6159999966621399},{"id":"https://openalex.org/keywords/trust","display_name":"trust","score":0.7919999957084656},{"id":"https://openalex.org/keywords/behavioral-intention","display_name":"behavioral intention","score":0.9700000286102295},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.8270000219345093},{"id":"https://openalex.org/keywords/utaut","display_name":"UTAUT","score":0.9750000238418579},{"id":"https://openalex.org/keywords/hygiene-factors","display_name":"hygiene factors","score":0.6430000066757202},{"id":"https://openalex.org/keywords/boundary-conditions","display_name":"boundary conditions","score":0.6209999918937683},{"id":"https://openalex.org/keywords/indonesian-internet-users","display_name":"Indonesian internet users","score":0.6129999756813049},{"id":"https://openalex.org/keywords/digital-markets","display_name":"digital markets","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C2781256819","wikidata":"https://www.wikidata.org/wiki/Q16828835","display_name":"Antecedent (behavioral psychology)","level":2,"score":0.8158000111579895},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.7170000076293945},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6276000142097473},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.4702000021934509},{"id":"https://openalex.org/C123269153","wikidata":"https://www.wikidata.org/wiki/Q1897038","display_name":"Theory of reasoned action","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4300999939441681},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.4296000003814697},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.413100004196167},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.39340001344680786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3736000061035156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35749998688697815},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34929999709129333},{"id":"https://openalex.org/C2777059624","wikidata":"https://www.wikidata.org/wiki/Q914359","display_name":"Cloud storage","level":3,"score":0.32690000534057617},{"id":"https://openalex.org/C89785696","wikidata":"https://www.wikidata.org/wiki/Q2290753","display_name":"Theory of planned behavior","level":3,"score":0.3208000063896179},{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C3019036681","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"Internet users","level":3,"score":0.27399998903274536},{"id":"https://openalex.org/C157424077","wikidata":"https://www.wikidata.org/wiki/Q1928707","display_name":"Web of trust","level":4,"score":0.27309998869895935},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C81444415","wikidata":"https://www.wikidata.org/wiki/Q7243535","display_name":"Priming (agriculture)","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C106192678","wikidata":"https://www.wikidata.org/wiki/Q1419761","display_name":"Collinearity","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5614/itbj.ict.res.appl.2026.20.3.3","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","pdf_url":"https://journals.itb.ac.id/index.php/jictra/article/download/25700/7515","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},{"id":"pmh:oai:journals.itb.ac.id:article/25700","doi":null,"is_oa":true,"landing_page_url":"https://journals.itb.ac.id/index.php/jictra/article/view/25700","pdf_url":null,"source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.5614/10.5614/itbj.ict.res.appl.2026.20.3","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:8418e29ff2a143c3816a30e115257a5e","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/8418e29ff2a143c3816a30e115257a5e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of ICT Research and Applications, Vol 20, Iss 3 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5614/itbj.ict.res.appl.2026.20.3.3","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2026.20.3.3","pdf_url":"https://journals.itb.ac.id/index.php/jictra/article/download/25700/7515","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323076","display_name":"Binus University","ror":"https://ror.org/03zmf4s77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225085405.pdf","grobid_xml":"https://content.openalex.org/works/W7225085405.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391888365","https://openalex.org/W2089165740","https://openalex.org/W4244836382","https://openalex.org/W2527951918","https://openalex.org/W3121576898","https://openalex.org/W4205436705","https://openalex.org/W3046754518","https://openalex.org/W4387740283","https://openalex.org/W320942363","https://openalex.org/W4399517515"],"abstract_inverted_index":{"Cloud":[0],"storage":[1],"adoption":[2,21,164],"in":[3,118,129],"Indonesia":[4],"remains":[5],"under-researched,":[6],"and":[7,37,41,65,84,102,156,162],"prevailing":[8],"technology-adoption":[9],"models":[10,165],"generally":[11],"assume":[12],"that":[13],"user":[14],"trust":[15,42,106,115,133,146],"is":[16],"a":[17,85,123,141,148,152],"robust":[18],"antecedent":[19,150],"of":[20,114,160],"intention.":[22],"Drawing":[23],"on":[24,96],"the":[25,93,112,158],"positive":[26,33],"Valence":[27],"Framework,":[28],"this":[29],"study":[30],"integrates":[31],"two":[32],"utility":[34],"constructs\u2014perceived":[35],"ubiquity":[36],"perceived":[38,103],"benefits\u2014with":[39],"security":[40,101],"to":[43,47,151,166],"explain":[44],"behavioral":[45,97],"intention":[46],"adopt":[48],"cloud":[49],"storage.":[50],"Survey":[51],"data":[52],"from":[53,147],"202":[54],"digitally":[55],"literate":[56],"Indonesian":[57],"internet":[58],"users":[59],"were":[60],"collected":[61],"through":[62],"Google":[63],"Forms":[64],"analyzed":[66],"using":[67,80],"partial":[68],"least":[69],"squares":[70],"structural":[71],"equation":[72],"modeling":[73],"(PLS-SEM);":[74],"common":[75],"method":[76],"bias":[77],"was":[78],"assessed":[79],"Harman\u2019s":[81],"single-factor":[82],"test":[83],"full":[86],"collinearity":[87],"(VIF)":[88],"assessment.":[89],"Perceived":[90],"benefits":[91],"exerted":[92],"strongest":[94],"effect":[95],"intention,":[98],"followed":[99],"by":[100,122],"ubiquity,":[104],"whereas":[105],"had":[107],"no":[108],"significant":[109],"effect.":[110],"Theoretically,":[111],"non-significance":[113],"indicates":[116],"that,":[117],"an":[119,136],"ecosystem":[120],"dominated":[121],"few":[124],"globally":[125],"legitimate":[126],"providers":[127],"embedded":[128],"users\u2019":[130],"device":[131],"platforms,":[132],"operates":[134],"as":[135],"assumed":[137],"baseline":[138],"rather":[139],"than":[140],"differentiating":[142],"criterion.":[143],"This":[144],"reframes":[145],"direct":[149],"boundary-conditioned,":[153],"hygiene-type":[154],"factor":[155],"refines":[157],"applicability":[159],"Valence-":[161],"TAM/UTAUT-based":[163],"developing":[167],"digital":[168],"markets.":[169]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-03T00:00:00"}