{"id":"https://openalex.org/W2212892626","doi":"https://doi.org/10.1080/10447318.2015.1085717","title":"An Empirical Analysis of Factors Influencing M-Shopping Use","display_name":"An Empirical Analysis of Factors Influencing M-Shopping Use","publication_year":2015,"publication_date":"2015-09-16","ids":{"openalex":"https://openalex.org/W2212892626","doi":"https://doi.org/10.1080/10447318.2015.1085717","mag":"2212892626"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2015.1085717","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2015.1085717","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"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"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5075165769","display_name":"Changsu Kim","orcid":"https://orcid.org/0000-0002-2020-3142"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changsu Kim","raw_affiliation_strings":["School of Business, Yeungnam University, Gyeongbuk, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Business, Yeungnam University, Gyeongbuk, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052615832","display_name":"Wen Bo Li","orcid":"https://orcid.org/0000-0001-6511-0196"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wen Li","raw_affiliation_strings":["School of Business, Yeungnam University, Gyeongbuk, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Business, Yeungnam University, Gyeongbuk, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073413384","display_name":"Dan J. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["KR","US"],"is_corresponding":true,"raw_author_name":"Dan J. Kim","raw_affiliation_strings":[",","College of Hotel & Tourism Management, Kyung Hee University, Seoul, Republic of Korea","College of Hotel & Tourism Management, Kyung Hee University, Seoul, Republic of Korea","Department of Information Technology & Decision Sciences, University of North Texas, Denton, Texas, USA"],"affiliations":[{"raw_affiliation_string":",","institution_ids":[]},{"raw_affiliation_string":"College of Hotel & Tourism Management, Kyung Hee University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"College of Hotel & Tourism Management, Kyung Hee University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Information Technology & Decision Sciences, University of North Texas, Denton, Texas, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I4210133369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073413384"],"corresponding_institution_ids":["https://openalex.org/I123534392","https://openalex.org/I35928602","https://openalex.org/I4210133369"],"apc_list":null,"apc_paid":null,"fwci":12.045,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98164655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"31","issue":"12","first_page":"974","last_page":"994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9994000196456909,"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":0.9994000196456909,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9968000054359436,"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/T10154","display_name":"Customer Service Quality and Loyalty","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"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/personalization","display_name":"Personalization","score":0.8582100868225098},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.7293311357498169},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.722991943359375},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7130422592163086},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6531485319137573},{"id":"https://openalex.org/keywords/mobile-commerce","display_name":"Mobile commerce","score":0.5412715077400208},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.5343780517578125},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5221110582351685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31101083755493164},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30761468410491943},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3069411814212799},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3025534749031067},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1316310465335846},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13009575009346008}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8582100868225098},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.7293311357498169},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.722991943359375},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7130422592163086},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6531485319137573},{"id":"https://openalex.org/C197378717","wikidata":"https://www.wikidata.org/wiki/Q1154408","display_name":"Mobile commerce","level":2,"score":0.5412715077400208},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.5343780517578125},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5221110582351685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31101083755493164},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30761468410491943},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3069411814212799},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3025534749031067},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1316310465335846},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13009575009346008},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2015.1085717","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2015.1085717","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"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"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1812882246","display_name":null,"funder_award_id":"2013 Yeungnam University Research Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":105,"referenced_works":["https://openalex.org/W105213762","https://openalex.org/W151707387","https://openalex.org/W1536664260","https://openalex.org/W1556234621","https://openalex.org/W1564659614","https://openalex.org/W1586244597","https://openalex.org/W1606241317","https://openalex.org/W1964094764","https://openalex.org/W1965780323","https://openalex.org/W1969245967","https://openalex.org/W1970102788","https://openalex.org/W1971575422","https://openalex.org/W1971985916","https://openalex.org/W1972976202","https://openalex.org/W1972982170","https://openalex.org/W1975053178","https://openalex.org/W1981018178","https://openalex.org/W1981576151","https://openalex.org/W1981846743","https://openalex.org/W1981891305","https://openalex.org/W1983230287","https://openalex.org/W1985887266","https://openalex.org/W1988660616","https://openalex.org/W1989528006","https://openalex.org/W1991795051","https://openalex.org/W1991975556","https://openalex.org/W1993543844","https://openalex.org/W1993959439","https://openalex.org/W1994555027","https://openalex.org/W2000544948","https://openalex.org/W2003155951","https://openalex.org/W2003542800","https://openalex.org/W2006553445","https://openalex.org/W2011668778","https://openalex.org/W2012172718","https://openalex.org/W2014543644","https://openalex.org/W2014671730","https://openalex.org/W2015220538","https://openalex.org/W2017351468","https://openalex.org/W2018054256","https://openalex.org/W2019898328","https://openalex.org/W2020062078","https://openalex.org/W2021095730","https://openalex.org/W2021767655","https://openalex.org/W2026242874","https://openalex.org/W2029688816","https://openalex.org/W2030421564","https://openalex.org/W2036347082","https://openalex.org/W2037802714","https://openalex.org/W2039826273","https://openalex.org/W2040787898","https://openalex.org/W2046010418","https://openalex.org/W2048940697","https://openalex.org/W2053352184","https://openalex.org/W2055351462","https://openalex.org/W2056303194","https://openalex.org/W2056990404","https://openalex.org/W2057469025","https://openalex.org/W2057826990","https://openalex.org/W2059172850","https://openalex.org/W2059618945","https://openalex.org/W2064766753","https://openalex.org/W2066224157","https://openalex.org/W2067614746","https://openalex.org/W2068438332","https://openalex.org/W2072096201","https://openalex.org/W2072137310","https://openalex.org/W2072244626","https://openalex.org/W2080056215","https://openalex.org/W2084422110","https://openalex.org/W2087241684","https://openalex.org/W2088071408","https://openalex.org/W2089360619","https://openalex.org/W2090667965","https://openalex.org/W2091592160","https://openalex.org/W2093561580","https://openalex.org/W2097188124","https://openalex.org/W2099919774","https://openalex.org/W2102374601","https://openalex.org/W2106096361","https://openalex.org/W2110672754","https://openalex.org/W2110896825","https://openalex.org/W2115306233","https://openalex.org/W2118436669","https://openalex.org/W2125315743","https://openalex.org/W2125954362","https://openalex.org/W2140001744","https://openalex.org/W2140325059","https://openalex.org/W2142244743","https://openalex.org/W2146603027","https://openalex.org/W2147128501","https://openalex.org/W2149231276","https://openalex.org/W2150219257","https://openalex.org/W2150986991","https://openalex.org/W2290863986","https://openalex.org/W2294757943","https://openalex.org/W2321610723","https://openalex.org/W2361437528","https://openalex.org/W2437551607","https://openalex.org/W2511568211","https://openalex.org/W2582202068","https://openalex.org/W3003886653","https://openalex.org/W3122125470","https://openalex.org/W3122793277","https://openalex.org/W4297081765"],"related_works":["https://openalex.org/W2368019753","https://openalex.org/W2333930193","https://openalex.org/W2737356002","https://openalex.org/W2368605798","https://openalex.org/W2246241526","https://openalex.org/W4301122218","https://openalex.org/W2374150061","https://openalex.org/W2081340182","https://openalex.org/W2369703001","https://openalex.org/W2365189806"],"abstract_inverted_index":{"With":[0],"the":[1,32,35,84],"wide":[2],"popularity":[3],"of":[4,37,89],"mobile":[5,12,38],"devices":[6],"such":[7],"as":[8,94,96],"smartphones":[9],"and":[10,19,25,45,62,74,87,99],"tablets,":[11],"shopping,":[13],"which":[14],"can":[15,56],"be":[16,57],"conducted":[17],"anytime":[18],"anywhere,":[20],"has":[21],"received":[22],"increased":[23],"attention":[24],"strengthened":[26],"beyond":[27],"expectations.":[28],"This":[29],"study":[30],"investigates":[31],"factors":[33],"influencing":[34],"use":[36],"shopping":[39,100],"(m-shopping)":[40],"value":[41,50,61,98],"from":[42],"personality,":[43],"usability,":[44],"technology":[46],"perspectives.":[47],"The":[48,65],"m-shopping":[49,55,80,90,103],"that":[51,68],"users":[52],"experience":[53],"during":[54],"divided":[58],"into":[59],"utilitarian":[60,92],"hedonic":[63,97],"value.":[64,81],"results":[66],"show":[67],"personalization,":[69,85],"self-efficacy,":[70],"intimacy,":[71],"simplicity,":[72,86],"mobility,":[73],"connectivity":[75,88],"have":[76],"considerable":[77],"influence":[78,91],"on":[79],"More":[82],"specifically,":[83],"value,":[93,101],"well":[95],"influences":[102],"use.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2026-02-08T09:19:03.324500","created_date":"2025-10-10T00:00:00"}