{"id":"https://openalex.org/W4400249409","doi":"https://doi.org/10.3390/su16135621","title":"Consumer Acceptance of Drones for Last-Mile Delivery in Jeddah, Saudi Arabia","display_name":"Consumer Acceptance of Drones for Last-Mile Delivery in Jeddah, Saudi Arabia","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4400249409","doi":"https://doi.org/10.3390/su16135621"},"language":"en","primary_location":{"id":"doi:10.3390/su16135621","doi":"https://doi.org/10.3390/su16135621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su16135621","pdf_url":"https://www.mdpi.com/2071-1050/16/13/5621/pdf?version=1720424467","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/16/13/5621/pdf?version=1720424467","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043246398","display_name":"Ghada Talat Alhothali","orcid":"https://orcid.org/0000-0002-6264-2223","observed_orcids":["https://orcid.org/0000-0002-6264-2223"]},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ghada Talat Alhothali","raw_affiliation_strings":["Department of Marketing, College of Business, University of Jeddah; Building 17, Level 4, Room 4136, Jeddah 23445, Saudi Arabia","Building 17, Level 4, Room 4136, Jeddah 23445, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6264-2223","affiliations":[{"raw_affiliation_string":"Department of Marketing, College of Business, University of Jeddah; Building 17, Level 4, Room 4136, Jeddah 23445, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"Building 17, Level 4, Room 4136, Jeddah 23445, Saudi Arabia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068275781","display_name":"Felix Mavondo","orcid":"https://orcid.org/0000-0001-9622-1331","observed_orcids":["https://orcid.org/0000-0001-9622-1331"]},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Felix T. Mavondo","raw_affiliation_strings":["Marketing Department, Monash Business School, Monash University, Clayton, VIC 3800, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marketing Department, Monash Business School, Monash University, Clayton, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085700981","display_name":"Bader A. Alyoubi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Bader A. Alyoubi","raw_affiliation_strings":["Management Information Systems Department, College of Business, University of Jeddah, Jeddah 23218, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Information Systems Department, College of Business, University of Jeddah, Jeddah 23218, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016097715","display_name":"Haneen Algethami","orcid":"https://orcid.org/0000-0002-7582-4480","observed_orcids":["https://orcid.org/0000-0002-7582-4480"]},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Haneen Algethami","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif 21944, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-7582-4480","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043246398"],"corresponding_institution_ids":["https://openalex.org/I4210099699"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2728},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2728},"fwci":5.6181,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95828675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"16","issue":"13","first_page":"5621","last_page":"5621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9771000146865845,"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":0.9771000146865845,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.0210999995470047,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/drone-delivery","display_name":"drone delivery","score":0.7860000133514404},{"id":"https://openalex.org/keywords/last-mile-delivery","display_name":"last-mile delivery","score":0.9890000224113464},{"id":"https://openalex.org/keywords/consumer-acceptance","display_name":"consumer acceptance","score":0.9779999852180481},{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.7409999966621399},{"id":"https://openalex.org/keywords/utaut2","display_name":"UTAUT2","score":0.9919999837875366},{"id":"https://openalex.org/keywords/perceived-privacy-risk","display_name":"perceived privacy risk","score":0.8809999823570251},{"id":"https://openalex.org/keywords/performance-expectancy","display_name":"performance expectancy","score":0.875},{"id":"https://openalex.org/keywords/effort-expectancy","display_name":"effort expectancy","score":0.8019999861717224},{"id":"https://openalex.org/keywords/facilitating-conditions","display_name":"facilitating conditions","score":0.9430000185966492},{"id":"https://openalex.org/keywords/social-influence","display_name":"social influence","score":0.9800000190734863},{"id":"https://openalex.org/keywords/attitude-behavior-relationship","display_name":"attitude-behavior relationship","score":0.8360000252723694},{"id":"https://openalex.org/keywords/jeddah","display_name":"Jeddah","score":0.7519999742507935}],"concepts":[{"id":"https://openalex.org/C186379835","wikidata":"https://www.wikidata.org/wiki/Q253276","display_name":"Mile","level":2,"score":0.8733446598052979},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8326165676116943},{"id":"https://openalex.org/C45440154","wikidata":"https://www.wikidata.org/wiki/Q6494801","display_name":"Last mile (transportation)","level":3,"score":0.6212045550346375},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.41770172119140625},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39407479763031006},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30362454056739807},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/su16135621","doi":"https://doi.org/10.3390/su16135621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su16135621","pdf_url":"https://www.mdpi.com/2071-1050/16/13/5621/pdf?version=1720424467","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:monash.edu:openaire/4457e2a7-14b6-4160-a582-d2429989b5d6","doi":null,"is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/4457e2a7-14b6-4160-a582-d2429989b5d6","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Alhothali, G T, Mavondo, F T, Alyoubi, B A & Algethami, H 2024, 'Consumer acceptance of drones for last-mile delivery in Jeddah, Saudi Arabia', Sustainability, vol. 16, no. 13, 5621. https://doi.org/10.3390/su16135621","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:gam:jsusta:v:16:y:2024:i:13:p:5621-:d:1426394","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/16/13/5621/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/su16135621","doi":"https://doi.org/10.3390/su16135621","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su16135621","pdf_url":"https://www.mdpi.com/2071-1050/16/13/5621/pdf?version=1720424467","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","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":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400249409.pdf","grobid_xml":"https://content.openalex.org/works/W4400249409.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W288273335","https://openalex.org/W1517229207","https://openalex.org/W1518672027","https://openalex.org/W1560825183","https://openalex.org/W1791587663","https://openalex.org/W1872161261","https://openalex.org/W1979760954","https://openalex.org/W1990290172","https://openalex.org/W1995408540","https://openalex.org/W2025294117","https://openalex.org/W2059573950","https://openalex.org/W2062731498","https://openalex.org/W2065545125","https://openalex.org/W2100379340","https://openalex.org/W2150482479","https://openalex.org/W2157575844","https://openalex.org/W2162739331","https://openalex.org/W2218480497","https://openalex.org/W2330236026","https://openalex.org/W2347204792","https://openalex.org/W2410740612","https://openalex.org/W2528343543","https://openalex.org/W2598079956","https://openalex.org/W2792557859","https://openalex.org/W2794721428","https://openalex.org/W2800687011","https://openalex.org/W2801247784","https://openalex.org/W2894528744","https://openalex.org/W2914711619","https://openalex.org/W2962032204","https://openalex.org/W2970604395","https://openalex.org/W2987114636","https://openalex.org/W2993223113","https://openalex.org/W3015829695","https://openalex.org/W3021157052","https://openalex.org/W3087522175","https://openalex.org/W3087935424","https://openalex.org/W3094137396","https://openalex.org/W3125976894","https://openalex.org/W3128914085","https://openalex.org/W3130268477","https://openalex.org/W3133079781","https://openalex.org/W3135274912","https://openalex.org/W3135564693","https://openalex.org/W3185842095","https://openalex.org/W3200090179","https://openalex.org/W3206747120","https://openalex.org/W3207283633","https://openalex.org/W4200157265","https://openalex.org/W4206787833","https://openalex.org/W4211090622","https://openalex.org/W4225143717","https://openalex.org/W4247699548","https://openalex.org/W4280603531","https://openalex.org/W4288074138","https://openalex.org/W4291109519","https://openalex.org/W4293162904","https://openalex.org/W4297229336","https://openalex.org/W4308512245","https://openalex.org/W4312639836","https://openalex.org/W4316506832","https://openalex.org/W4319870630","https://openalex.org/W4380151179","https://openalex.org/W4380629997","https://openalex.org/W4385637896","https://openalex.org/W4385948323","https://openalex.org/W4394954161","https://openalex.org/W6961377267"],"related_works":["https://openalex.org/W4394841325","https://openalex.org/W7127401599","https://openalex.org/W4391268554","https://openalex.org/W3185842095","https://openalex.org/W4319046426","https://openalex.org/W2891828840","https://openalex.org/W2801247784","https://openalex.org/W7112586127","https://openalex.org/W7163850804","https://openalex.org/W4280603531"],"abstract_inverted_index":{"The":[0,74,98],"number":[1],"of":[2,23,77,81,129,147,157,167],"industries":[3],"using":[4,72],"drones":[5,24,168],"is":[6,96,159],"increasing.":[7],"Although":[8],"early":[9],"research":[10,66],"was":[11],"conducted":[12],"on":[13,135,149],"drones,":[14],"the":[15,45,62,86,89,123,127,144,160,163],"prior":[16],"literature":[17],"has":[18,153],"not":[19],"emphasized":[20],"consumer":[21],"adoption":[22],"for":[25,88],"item":[26],"delivery.":[27,55],"Consequently,":[28],"this":[29,141],"study":[30,42,57,120,142,152],"investigates":[31],"whether":[32],"customers":[33],"are":[34],"open":[35],"to":[36,51],"receiving":[37],"packages":[38],"from":[39],"drones.":[40,73,139],"This":[41,56,119,151],"also":[43],"examines":[44],"elements":[46],"that":[47,101,162],"influence":[48,106,128,146],"customers\u2019":[49],"willingness":[50],"adopt":[52],"drone":[53],"package":[54],"fills":[58],"a":[59],"gap":[60],"in":[61],"logistics":[63],"and":[64,79,108,116,132,165],"service":[65],"by":[67,125],"examining":[68],"people\u2019s":[69,173],"concerns":[70],"regarding":[71],"unified":[75],"theory":[76],"acceptance":[78],"use":[80,166],"technology":[82],"(UTAUT2)":[83],"serves":[84],"as":[85,111,113],"basis":[87],"conceptual":[90],"framework.":[91],"A":[92],"self-administered":[93],"online":[94],"survey":[95],"deployed.":[97],"results":[99],"demonstrate":[100],"perceived":[102],"privacy":[103],"risks":[104],"negatively":[105],"performance":[107,130],"effort":[109],"expectancy":[110,131],"well":[112],"facilitating":[114,133],"conditions":[115,134],"social":[117],"influence.":[118],"further":[121],"validates":[122],"UTAUT2":[124],"confirming":[126],"attitudes":[136],"toward":[137],"adopting":[138],"Moreover,":[140],"confirms":[143],"positive":[145],"attitude":[148],"behavior.":[150],"managerial":[154],"implications,":[155],"one":[156],"which":[158],"suggestion":[161],"deployment":[164],"should":[169],"minimize":[170],"interference":[171],"with":[172],"privacy.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-07-03T00:00:00"}