{"id":"https://openalex.org/W7224736876","doi":"https://doi.org/10.3390/soc16110369","title":"Beyond Concern: Governance Assurance and Perceived Usefulness as Correlates of Willingness to Adopt the Social Internet of Things (SIoT)","display_name":"Beyond Concern: Governance Assurance and Perceived Usefulness as Correlates of Willingness to Adopt the Social Internet of Things (SIoT)","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224736876","doi":"https://doi.org/10.3390/soc16110369"},"language":"en","primary_location":{"id":"doi:10.3390/soc16110369","doi":"https://doi.org/10.3390/soc16110369","is_oa":true,"landing_page_url":"https://doi.org/10.3390/soc16110369","pdf_url":null,"source":{"id":"https://openalex.org/S4210173133","display_name":"Societies","issn_l":"2075-4698","issn":["2075-4698"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Societies","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/soc16110369","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5123932786","display_name":"Gokulnath Chidambaram","orcid":"https://orcid.org/0009-0003-0484-2416","observed_orcids":["https://orcid.org/0009-0003-0484-2416"]},"institutions":[{"id":"https://openalex.org/I302410947","display_name":"M S Ramaiah University of Applied Sciences","ror":"https://ror.org/02anh8x74","country_code":"IN","type":"education","lineage":["https://openalex.org/I302410947"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Gokulnath Chidambaram","raw_affiliation_strings":["Department of Electronics and Communication Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, Karnataka, India"],"raw_orcid":"https://orcid.org/0009-0003-0484-2416","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, Karnataka, India","institution_ids":["https://openalex.org/I302410947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007361998","display_name":"Shreyanka Subbarayappa","orcid":"https://orcid.org/0000-0001-8800-4193","observed_orcids":["https://orcid.org/0000-0001-8800-4193"]},"institutions":[{"id":"https://openalex.org/I302410947","display_name":"M S Ramaiah University of Applied Sciences","ror":"https://ror.org/02anh8x74","country_code":"IN","type":"education","lineage":["https://openalex.org/I302410947"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shreyanka Subbarayappa","raw_affiliation_strings":["Department of Electronics and Communication Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, Karnataka, India"],"raw_orcid":"https://orcid.org/0000-0001-8800-4193","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, M. S. Ramaiah University of Applied Sciences, Bengaluru 560054, Karnataka, India","institution_ids":["https://openalex.org/I302410947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057251855","display_name":"Magapu Sai Baba","orcid":"https://orcid.org/0000-0001-5359-8999","observed_orcids":["https://orcid.org/0000-0001-5359-8999"]},"institutions":[{"id":"https://openalex.org/I22956069","display_name":"National Institute of Advanced Studies","ror":"https://ror.org/012wm5r19","country_code":"IN","type":"education","lineage":["https://openalex.org/I22956069"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sai Baba Magapu","raw_affiliation_strings":["National Institute of Advanced Studies (NIAS), Indian Institute of Science Campus, Bengaluru 560012, Karnataka, India"],"raw_orcid":"https://orcid.org/0000-0001-5359-8999","affiliations":[{"raw_affiliation_string":"National Institute of Advanced Studies (NIAS), Indian Institute of Science Campus, Bengaluru 560012, Karnataka, India","institution_ids":["https://openalex.org/I22956069"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007361998","https://openalex.org/A5123932786"],"corresponding_institution_ids":["https://openalex.org/I302410947"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1689},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1689},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88023311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"11","first_page":"369","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.8300999999046326,"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":0.8300999999046326,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.07999999821186066,"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"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.011900000274181366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-internet-of-things","display_name":"social Internet of Things","score":0.9639999866485596},{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.7459999918937683},{"id":"https://openalex.org/keywords/willingness-to-adopt","display_name":"willingness to adopt","score":0.765999972820282},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.9959999918937683},{"id":"https://openalex.org/keywords/privacy-concerns","display_name":"privacy concerns","score":0.7940000295639038},{"id":"https://openalex.org/keywords/ethical-issues","display_name":"ethical considerations","score":0.9980000257492065},{"id":"https://openalex.org/keywords/social-acceptance","display_name":"social acceptance","score":0.75},{"id":"https://openalex.org/keywords/privacy-calculus","display_name":"privacy calculus","score":0.9459999799728394},{"id":"https://openalex.org/keywords/mediation","display_name":"mediation","score":0.36800000071525574},{"id":"https://openalex.org/keywords/governance-framework","display_name":"governance framework","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5400000214576721},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.5148000121116638},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5005000233650208},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.49140000343322754},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.44839999079704285},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3828999996185303},{"id":"https://openalex.org/C87227347","wikidata":"https://www.wikidata.org/wiki/Q7100713","display_name":"Ordered logit","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C146804397","wikidata":"https://www.wikidata.org/wiki/Q4118918","display_name":"General Social Survey","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3046000003814697},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.30160000920295715},{"id":"https://openalex.org/C153997805","wikidata":"https://www.wikidata.org/wiki/Q42240","display_name":"Research ethics","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2946999967098236},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C65067816","wikidata":"https://www.wikidata.org/wiki/Q2295139","display_name":"Computer-assisted web interviewing","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.26190000772476196},{"id":"https://openalex.org/C147598955","wikidata":"https://www.wikidata.org/wiki/Q3427818","display_name":"Social responsibility","level":2,"score":0.2572999894618988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/soc16110369","doi":"https://doi.org/10.3390/soc16110369","is_oa":true,"landing_page_url":"https://doi.org/10.3390/soc16110369","pdf_url":null,"source":{"id":"https://openalex.org/S4210173133","display_name":"Societies","issn_l":"2075-4698","issn":["2075-4698"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Societies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/soc16110369","doi":"https://doi.org/10.3390/soc16110369","is_oa":true,"landing_page_url":"https://doi.org/10.3390/soc16110369","pdf_url":null,"source":{"id":"https://openalex.org/S4210173133","display_name":"Societies","issn_l":"2075-4698","issn":["2075-4698"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Societies","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4410987058","https://openalex.org/W2811306473","https://openalex.org/W4283368575","https://openalex.org/W2336491241","https://openalex.org/W2581874424","https://openalex.org/W4205455123","https://openalex.org/W7123917989","https://openalex.org/W6885168738","https://openalex.org/W4205841755","https://openalex.org/W7126128395"],"abstract_inverted_index":{"The":[0],"Social":[1],"Internet":[2],"of":[3,54],"Things":[4],"(SIoT)":[5],"extends":[6],"conventional":[7],"IoT":[8],"by":[9,78],"allowing":[10],"devices":[11],"to":[12,47,123,154,192,199],"form":[13],"social":[14],"relationships":[15],"that":[16,27,96],"support":[17],"service":[18],"discovery":[19],"and":[20,40,45,64,75,82,109,128,152,182,207,212],"interaction,":[21],"raising":[22],"questions":[23],"about":[24],"societal":[25,190],"acceptance":[26,76],"technical":[28,195],"research":[29],"addresses":[30],"only":[31],"indirectly.":[32],"This":[33],"study":[34],"examines":[35],"awareness,":[36],"application-specific":[37],"acceptance,":[38],"ethical":[39,127,150,211],"privacy":[41,65,129,179,213],"concerns,":[42],"governance":[43,97,187,205],"expectations,":[44],"willingness":[46,122,153,198],"adopt":[48,124,155,200],"SIoT":[49,156,194,201],"through":[50,157,177],"a":[51,178,185],"cross-sectional":[52],"survey":[53],"204":[55],"respondents.":[56],"Ethical":[57],"concern":[58,66,130,151],"(81.9%;":[59],"95%":[60,68,103,114,163],"Wilson":[61,69],"CI:":[62,70,165],"76.0\u201386.5%)":[63],"(83.3%;":[67],"77.6\u201387.8%)":[71],"are":[72,118,131,175],"widely":[73],"reported,":[74],"varies":[77],"application,":[79],"with":[80,121,204],"safety-":[81],"care-oriented":[83],"uses":[84],"accepted":[85],"more":[86],"often":[87],"than":[88],"commercial":[89],"uses.":[90],"An":[91],"ordinal":[92],"logistic":[93],"regression":[94],"indicates":[95,145],"comfort":[98,206],"(odds":[99],"ratio":[100],"[OR]":[101],"2.17,":[102],"confidence":[104],"interval":[105],"[CI]":[106],"1.48\u20133.17,":[107],"p<0.001)":[108],"perceived":[110,158,208],"usefulness":[111,159],"(OR":[112],"1.69,":[113],"CI":[115],"1.07\u20132.65,":[116],"p=0.023)":[117],"independently":[119],"associated":[120,203],"SIoT,":[125],"while":[126],"not":[132,170,216],"statistically":[133,218],"significant":[134,219],"after":[135],"adjustment":[136],"for":[137],"the":[138,223],"other":[139],"model":[140],"predictors.":[141],"Exploratory":[142],"mediation":[143],"analysis":[144,168],"an":[146],"indirect":[147],"association":[148],"between":[149],"(indirect":[160],"effect":[161],"=\u2212.099,":[162],"bootstrap":[164],"[\u2212.180,\u2212.014]);":[166],"this":[167],"does":[169],"establish":[171],"causality.":[172],"These":[173],"findings":[174],"interpreted":[176],"calculus":[180],"perspective":[181],"translated":[183],"into":[184],"conceptual":[186],"framework":[188],"connecting":[189],"expectations":[191],"existing":[193],"mechanisms.":[196],"Overall,":[197],"is":[202],"usefulness,":[209],"whereas":[210],"concerns":[214],"do":[215],"show":[217],"independent":[220],"associations":[221],"in":[222],"multivariable":[224],"model.":[225]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}
