{"id":"https://openalex.org/W2981370445","doi":"https://doi.org/10.4018/ijesma.2020010103","title":"Predictors of e-service Consumption in a Highly Productive Brazil-Russia-India-China-South Africa Region Sample","display_name":"Predictors of e-service Consumption in a Highly Productive Brazil-Russia-India-China-South Africa Region Sample","publication_year":2019,"publication_date":"2019-10-23","ids":{"openalex":"https://openalex.org/W2981370445","doi":"https://doi.org/10.4018/ijesma.2020010103","mag":"2981370445"},"language":"en","primary_location":{"id":"doi:10.4018/ijesma.2020010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijesma.2020010103","pdf_url":null,"source":{"id":"https://openalex.org/S180914091","display_name":"International Journal of E-Services and Mobile Applications","issn_l":"1941-627X","issn":["1941-627X","1941-6288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Services and Mobile Applications","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/A5085791405","display_name":"Kenneth David Strang","orcid":"https://orcid.org/0000-0002-4333-4399"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kenneth David Strang","raw_affiliation_strings":["APPC Research, New York, USA"],"raw_orcid":"https://orcid.org/0000-0002-4333-4399","affiliations":[{"raw_affiliation_string":"APPC Research, New York, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031673704","display_name":"Narasimha Rao Vajjhala","orcid":"https://orcid.org/0000-0002-8260-2392"},"institutions":[{"id":"https://openalex.org/I65734018","display_name":"American University of Nigeria","ror":"https://ror.org/02kv8bx48","country_code":"NG","type":"education","lineage":["https://openalex.org/I65734018"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Narasimha Rao Vajjhala","raw_affiliation_strings":["American University of Nigeria, Yola, Nigeria"],"raw_orcid":"https://orcid.org/0000-0002-8260-2392","affiliations":[{"raw_affiliation_string":"American University of Nigeria, Yola, Nigeria","institution_ids":["https://openalex.org/I65734018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5043,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78116478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"1","first_page":"39","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.998199999332428,"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/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9979000091552734,"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.6715412139892578},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6379828453063965},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5873106122016907},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5818078517913818},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.5815122127532959},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5560005903244019},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.5424062609672546},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5072411894798279},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4440910220146179},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4080982208251953},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.3880322575569153},{"id":"https://openalex.org/keywords/socioeconomics","display_name":"Socioeconomics","score":0.36094141006469727},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.31493115425109863},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2959771752357483},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19606250524520874},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.18887871503829956},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16676929593086243},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.09637507796287537},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07963991165161133},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07591131329536438}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6715412139892578},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6379828453063965},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5873106122016907},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5818078517913818},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.5815122127532959},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5560005903244019},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.5424062609672546},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5072411894798279},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4440910220146179},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4080982208251953},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.3880322575569153},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.36094141006469727},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.31493115425109863},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2959771752357483},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19606250524520874},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.18887871503829956},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16676929593086243},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.09637507796287537},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07963991165161133},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07591131329536438},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijesma.2020010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijesma.2020010103","pdf_url":null,"source":{"id":"https://openalex.org/S180914091","display_name":"International Journal of E-Services and Mobile Applications","issn_l":"1941-627X","issn":["1941-627X","1941-6288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Services and Mobile Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jesma0:v:12:y:2020:i:1:p:39-56","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJESMA.2020010103","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,"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":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1246283948","https://openalex.org/W1544447211","https://openalex.org/W1574023587","https://openalex.org/W1995798404","https://openalex.org/W1998059640","https://openalex.org/W2009730532","https://openalex.org/W2018034938","https://openalex.org/W2021433146","https://openalex.org/W2028642130","https://openalex.org/W2030470432","https://openalex.org/W2036806791","https://openalex.org/W2043728001","https://openalex.org/W2048437343","https://openalex.org/W2074091245","https://openalex.org/W2090578816","https://openalex.org/W2125591542","https://openalex.org/W2126164224","https://openalex.org/W2150312165","https://openalex.org/W2155864340","https://openalex.org/W2156477355","https://openalex.org/W2220381019","https://openalex.org/W2296255823","https://openalex.org/W2333077987","https://openalex.org/W2343703530","https://openalex.org/W2411613377","https://openalex.org/W2474665015","https://openalex.org/W2483326757","https://openalex.org/W2487464272","https://openalex.org/W2507810724","https://openalex.org/W2571582372","https://openalex.org/W2609827455","https://openalex.org/W2610588987","https://openalex.org/W2744012222","https://openalex.org/W2745499878","https://openalex.org/W2751991293","https://openalex.org/W2762640047","https://openalex.org/W2786558700","https://openalex.org/W2793661094","https://openalex.org/W2794455652","https://openalex.org/W2810788708","https://openalex.org/W2895775694","https://openalex.org/W2917972436","https://openalex.org/W2957681522","https://openalex.org/W3122188249","https://openalex.org/W3124987483","https://openalex.org/W3133906879","https://openalex.org/W4232240513","https://openalex.org/W4246353966","https://openalex.org/W4401504464"],"related_works":["https://openalex.org/W2347830809","https://openalex.org/W3027220834","https://openalex.org/W2377373329","https://openalex.org/W2032086542","https://openalex.org/W4386390828","https://openalex.org/W162406202","https://openalex.org/W2349081792","https://openalex.org/W2384920399","https://openalex.org/W4229978117","https://openalex.org/W2389999656"],"abstract_inverted_index":{"The":[0,97],"authors":[1],"investigated":[2],"consumer":[3,77],"e-commerce":[4,56,104],"behavior":[5],"in":[6],"a":[7,12,24,48,110],"Brazil-Russia-India-China-South-Africa":[8],"(BRICS)":[9],"region":[10],"from":[11],"socio-cultural":[13],"perspective.":[14],"BRICS":[15],"countries":[16],"are":[17,60,123],"important":[18,124],"to":[19,129],"study":[20],"because":[21],"they":[22,33],"have":[23],"large":[25],"population":[26],"representative":[27],"of":[28,37,42,50,63,102,119],"other":[29],"global":[30],"e-services":[31],"markets,":[32],"account":[34],"for":[35,125],"40%":[36],"the":[38,43,51,103],"world's":[39,44,52],"population,":[40],"26%":[41],"land":[45],"and":[46,85,109,127],"approximately":[47],"third":[49],"gross":[53],"domestic":[54],"economic":[55],"production,":[57],"plus":[58],"residents":[59],"habitual":[61],"consumers":[62,105],"mobile":[64],"technology":[65],"like":[66],"smartphones.":[67],"A":[68],"binary":[69],"logistic":[70],"regression":[71],"model":[72,98,112],"revealed":[73],"that":[74],"young":[75],"educated":[76],"satisfaction":[78],"with":[79,113],"e-services,":[80],"e-service":[81,86,91],"happiness,":[82],"positive":[83],"feelings":[84],"pleasant":[87],"feelings,":[88],"but":[89],"not":[90],"excitement,":[92],"could":[93],"predict":[94],"purchase":[95],"behavior.":[96],"correctly":[99,116],"classified":[100],"87.3%":[101],"using":[106],"two":[107],"factors":[108],"second":[111],"one":[114],"factor":[115],"categorized":[117],"90.5%":[118],"them.":[120],"These":[121],"results":[122],"managers":[126],"academics":[128],"consider.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}