{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T22:01:30Z","timestamp":1774130490285,"version":"3.50.1"},"reference-count":91,"publisher":"Informa UK Limited","issue":"4","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Computer Information Systems"],"published-print":{"date-parts":[[2022,7,4]]},"DOI":"10.1080\/08874417.2021.1919942","type":"journal-article","created":{"date-parts":[[2021,9,14]],"date-time":"2021-09-14T12:22:00Z","timestamp":1631622120000},"page":"822-836","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":8,"title":["An Examination of Factors Influencing Social Commerce Adoption"],"prefix":"10.1080","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1506-1693","authenticated-orcid":false,"given":"Robert","family":"Cutshall","sequence":"first","affiliation":[{"name":"Texas A&M University \u2013 Corpus Christi","place":["Corpus Christi, USA"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9773-2846","authenticated-orcid":false,"given":"Chuleeporn","family":"Changchit","sequence":"additional","affiliation":[{"name":"Texas A&M University \u2013 Corpus Christi","place":["Corpus Christi, USA"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chat","family":"Chuchuen","sequence":"additional","affiliation":[{"name":"Maejo University","place":["Chiang Mai, Thailand"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2021,9,14]]},"reference":[{"key":"e_1_3_2_2_1","unstructured":"Clement J. Number of social network users in selected countries in 2018 and 2023 (in millions). In Statista - The Statistics Portal; [accessed 2020 July 2]. https:\/\/www.statista.com\/statistics\/278414\/number-of-worldwide-social-network-users\/."},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2015.12.001"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1080\/15252019.2009.10722164"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2020.1802790"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2017.1289356"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2017.1383865"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2020.1812133"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1108\/10662241111104893"},{"key":"e_1_3_2_10_1","unstructured":"Morgan JP. E-commerce payments trends: Thailand. [accessed 2021 Apr 2]. https:\/\/www.jpmorgan.com\/europe\/merchant-services\/insights\/reports\/thailand."},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11423-016-9508-8"},{"key":"e_1_3_2_12_1","unstructured":"Statista Research Department. Forecasted growth rate for retail e-commerce sales in Thailand from 2019 to 2023. In Statista - The Statistics Portal; [accessed 2020 Aug 14]. https:\/\/www-statista-com.manowar.tamucc.edu\/statistics\/1096361\/thailand-growth-rate-prediction-for-retail-e-commerce-sales\/."},{"key":"e_1_3_2_13_1","unstructured":"Hirschmann R. E-commerce market value in Thailand in 2015 and 2018 with a forecast for 2025. In Statista - The Statistics Portal; [accessed 2020 Aug 14]. https:\/\/www-statista-com.manowar.tamucc.edu\/statistics\/1115125\/thailand-e-commerce-market-value\/."},{"key":"e_1_3_2_14_1","volume-title":"E-commerce: business, technology, society","author":"Laudon K","year":"2016","unstructured":"Laudon K, Traver C. E-commerce: business, technology, society. 12th ed. London (UK): Pearson Prentice Hall; 2016.","edition":"12"},{"key":"e_1_3_2_15_1","unstructured":"Bennett S. The rise of social commerce [Infographic]. Adweek; 2013 [accessed 2020 July 2]. https:\/\/www.adweek.com\/digital\/rise-social-commerce\/."},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1509\/jmkr.47.2.215"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415160201"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.intmar.2013.09.001"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.17705\/1CAIS.03105"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1108\/09590559310040488"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415160204"},{"key":"e_1_3_2_22_1","unstructured":"Statista Research Department. Number of social network users in Thailand from 2017 to 2025(in millions). In Statista - The Statistics Portal; [accessed 2020 Aug 17]. https:\/\/www-statista-com.manowar.tamucc.edu\/statistics\/489230\/number-of-social-network-users-in-thailand\/."},{"key":"e_1_3_2_23_1","unstructured":"Rajeck J. Social commerce in Southeast Asia: Thailand. clickinsights.asia; [accessed 2020 Aug 18]. https:\/\/www.clickinsights.asia\/post\/social-commerce-in-southeast-asia-thailand."},{"key":"e_1_3_2_24_1","unstructured":"Moore M. Retail e-commerce market volume in Southeast Asia in 2019 and 2025 by country (in billion U.S. dollars). [accessed 2020 Aug 14]. https:\/\/www-statista-com.manowar.tamucc.edu\/statistics\/647645\/southeast-asia-ecommerce-market-size-country."},{"key":"e_1_3_2_25_1","unstructured":"Chu F. The future of e-commerce is social media. Smartbrief; 2020 Aug 3 [accessed 2020 Aug 18]. https:\/\/www.smartbrief.com\/original\/2020\/08\/future-e-commerce-social-media."},{"key":"e_1_3_2_26_1","unstructured":"Leesa-Nguansuk S. Thais setting the pace for social commerce. Bangkokpost; 2019 Nov 28 [accessed 2020 Aug 18]. https:\/\/www.bangkokpost.com\/tech\/1803754\/thais-setting-the-pace-for-social-commerce."},{"key":"e_1_3_2_27_1","unstructured":"Pornwasin A. Social commerce rides social media boom in Thailand. tech.thaivisa; 2018 July 28 [accessed 2020 Aug 18]. https:\/\/tech.thaivisa.com\/social-commerce-rides-social-media-boom-thailand\/29305\/."},{"key":"e_1_3_2_28_1","unstructured":"Rawat R. Thai e-commerce ranked 1st in ASEAN for its growth. heroleads.asia;2020 Feb 28 [accessed 2020 Aug 18]. https:\/\/heroleads.asia\/blog\/thai-e-commerce-ranked-1st-in-asean\/."},{"key":"e_1_3_2_29_1","volume-title":"Culture\u2019s Consequences: comparing values, behaviors, institutions and organizations across nations","author":"Hofstede G","year":"2001","unstructured":"Hofstede G. Culture\u2019s Consequences: comparing values, behaviors, institutions and organizations across nations. 2nd ed. Thousand Oaks (CA): SAGE Publications Inc; 2001.","edition":"2"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2018.08.032"},{"key":"e_1_3_2_31_1","first-page":"167","article-title":"Impacts of social media\u2019s reputation; security, privacy, and information quality on thai young adults\u2019 purchase intention facebook commerce","volume":"11","author":"Mardjo A","year":"2019","unstructured":"Mardjo A. Impacts of social media\u2019s reputation; security, privacy, and information quality on thai young adults\u2019 purchase intention facebook commerce. UTCC IJBE. 2019;11:167\u201388.","journal-title":"UTCC IJBE"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.35808\/ersj\/1432"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1177\/0266666916639632"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2013.08.002"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.35.8.982"},{"key":"e_1_3_2_36_1","volume-title":"Belief, attitude, intention, and behavior","author":"Fishbein M","year":"1975","unstructured":"Fishbein M, Ajzen I. Belief, attitude, intention, and behavior. Reading (MA): Addison- Wesley; 1975."},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/3468.852436"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1177\/002224298004400210"},{"key":"e_1_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apmrv.2014.12.005"},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.3390\/su11123279"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1002\/smj.337"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.6.2.118"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415100201"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1080\/15332861.2015.1006516"},{"key":"e_1_3_2_45_1","volume-title":"Electronic commerce: a manager\u2019s guide","author":"Kalakota R","year":"1997","unstructured":"Kalakota R, Whinston AB. Electronic commerce: a manager\u2019s guide. Reading (MA): Addison Wesley; 1997."},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1509\/jmkg.2005.69.4.133"},{"key":"e_1_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1080\/15332861.2018.1496391"},{"key":"e_1_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2003.11.008"},{"key":"e_1_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1002\/mar.20054"},{"key":"e_1_3_2_50_1","first-page":"135","article-title":"Examining location-based services usage from the perspectives of unified theory of acceptance and use of technology and privacy risk","volume":"13","author":"Zhou T","year":"2012","unstructured":"Zhou T. Examining location-based services usage from the perspectives of unified theory of acceptance and use of technology and privacy risk. J Electron Commer Res. 2012;13:135\u201344.","journal-title":"J Electron Commer Res"},{"key":"e_1_3_2_51_1","doi-asserted-by":"publisher","DOI":"10.1111\/1540-4560.00067"},{"key":"e_1_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-4359(01)00049-5"},{"key":"e_1_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1177\/074391569101000111"},{"key":"e_1_3_2_54_1","doi-asserted-by":"publisher","DOI":"10.1108\/02686900310469952"},{"key":"e_1_3_2_55_1","doi-asserted-by":"publisher","DOI":"10.2307\/3250951"},{"key":"e_1_3_2_56_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5915.2001.tb00978.x"},{"key":"e_1_3_2_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2017.02.010"},{"key":"e_1_3_2_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEEM.2007.4419179"},{"key":"e_1_3_2_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.05.008"},{"key":"e_1_3_2_60_1","doi-asserted-by":"publisher","DOI":"10.1080\/10864415.2003.11044275"},{"key":"e_1_3_2_61_1","first-page":"31","article-title":"User\u2019s willingness to pay on social network sites","volume":"51","author":"Bo H","year":"2011","unstructured":"Bo H, Windsor J. User\u2019s willingness to pay on social network sites. J Comput Inf Syst. 2011;51:31\u201340.","journal-title":"J Comput Inf Syst"},{"key":"e_1_3_2_62_1","first-page":"39","article-title":"Social commerce acceptance: integrated model with collaboration theories and technology acceptance model","volume":"62","author":"Samarasinghe S","year":"2019","unstructured":"Samarasinghe S, Silva K. Social commerce acceptance: integrated model with collaboration theories and technology acceptance model. ASRJETS. 2019;62:39\u201353.","journal-title":"ASRJETS"},{"key":"e_1_3_2_63_1","doi-asserted-by":"publisher","DOI":"10.5465\/amr.1995.9508080335"},{"key":"e_1_3_2_64_1","volume-title":"Paper presented at: the 36th Hawaii international conference on system sciences","author":"Gefen DR","year":"2003","unstructured":"Gefen DR, Tractinsky N. The conceptualization of trust, risk and their relationship in electronic commerce: the need for clarifications. Paper presented at: the 36th Hawaii international conference on system sciences; 2003 Jan 6\u20139; Big Island, HI, USA."},{"key":"e_1_3_2_65_1","doi-asserted-by":"publisher","DOI":"10.2307\/30036519"},{"key":"e_1_3_2_66_1","doi-asserted-by":"publisher","DOI":"10.2979\/esj.2003.2.2.7"},{"key":"e_1_3_2_67_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10551-015-2614-4"},{"key":"e_1_3_2_68_1","doi-asserted-by":"publisher","DOI":"10.5296\/jmr.v7i1.6800"},{"key":"e_1_3_2_69_1","doi-asserted-by":"publisher","DOI":"10.1177\/009365087014005005"},{"key":"e_1_3_2_70_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1060.0107"},{"key":"e_1_3_2_71_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5915.1996.tb01822.x"},{"key":"e_1_3_2_72_1","doi-asserted-by":"publisher","DOI":"10.2307\/30036540"},{"key":"e_1_3_2_73_1","first-page":"44","article-title":"A technique for the measurement of attitudes","volume":"140","author":"Likert R","year":"1932","unstructured":"Likert R. A technique for the measurement of attitudes. Arch. 1932;140:44\u201360.","journal-title":"Arch"},{"key":"e_1_3_2_74_1","volume-title":"Multivariate data analysis: a global perspective","author":"Hair J","year":"2009","unstructured":"Hair J, Black W, Babin B, Anderson R. Multivariate data analysis: a global perspective. 7th ed. Upper Saddle River (NJ): Prentice Hall; 2009.","edition":"7"},{"key":"e_1_3_2_75_1","doi-asserted-by":"publisher","DOI":"10.1080\/08874417.2016.1164497"},{"key":"e_1_3_2_76_1","volume-title":"Psychometric theory","author":"Nunnally JC","year":"1978","unstructured":"Nunnally JC. Psychometric theory. New York (NY): McGraw Hill; 1978."},{"key":"e_1_3_2_77_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-120710-100452"},{"key":"e_1_3_2_78_1","unstructured":"Roni SM. Introduction to SPSS. Researchgate. 2014 June [accessed 2020 June 13]. http:\/\/www.researchgate.net\/publication\/262151892_Introduction_to_SPSS."},{"key":"e_1_3_2_79_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-2909.88.3.588"},{"key":"e_1_3_2_80_1","doi-asserted-by":"publisher","DOI":"10.1080\/10705519909540118"},{"key":"e_1_3_2_81_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02291170"},{"key":"e_1_3_2_82_1","doi-asserted-by":"publisher","DOI":"10.2307\/25148669"},{"key":"e_1_3_2_83_1","first-page":"1","article-title":"Determinants of trust in b2c e-commerce and their relationship with consumer online trust: a case of Ekaterinburg, Russian federation","volume":"22","author":"Bojang I","year":"2017","unstructured":"Bojang I. Determinants of trust in b2c e-commerce and their relationship with consumer online trust: a case of Ekaterinburg, Russian federation. J Internet Bank Commer. 2017;22:1\u201359.","journal-title":"J Internet Bank Commer"},{"key":"e_1_3_2_84_1","doi-asserted-by":"publisher","DOI":"10.1108\/09685220910963983"},{"key":"e_1_3_2_85_1","doi-asserted-by":"publisher","DOI":"10.1108\/ITP-01-2016-0006"},{"key":"e_1_3_2_86_1","doi-asserted-by":"publisher","DOI":"10.1108\/REGE-03-2018-031"},{"key":"e_1_3_2_87_1","doi-asserted-by":"publisher","DOI":"10.1109\/SAI.2015.7237152"},{"key":"e_1_3_2_88_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2017.12.008"},{"key":"e_1_3_2_89_1","first-page":"129","article-title":"Antecedents of intention and usage toward customers\u2019 mobile commerce: evidence in Vietnam","volume":"26","author":"Han S-L","year":"2016","unstructured":"Han S-L, Nguyen TPT, Nguyen VA. Antecedents of intention and usage toward customers\u2019 mobile commerce: evidence in Vietnam. JGSMS. 2016;26:129\u201351.","journal-title":"JGSMS"},{"key":"e_1_3_2_90_1","doi-asserted-by":"publisher","DOI":"10.1108\/APJML-01-2017-0010"},{"key":"e_1_3_2_91_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2017.10.021"},{"key":"e_1_3_2_92_1","unstructured":"Econsultancy. The state of social commerce in Southeast Asia. [accessed 2020 Aug 25]. https:\/\/info2.magento.com\/rs\/585-GGD-959\/images\/EconsultancyxMagentoxHootsuite-SocialCommerce.pdf."}],"container-title":["Journal of Computer Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08874417.2021.1919942","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T13:06:59Z","timestamp":1770901619000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08874417.2021.1919942"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,14]]},"references-count":91,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,7,4]]}},"alternative-id":["10.1080\/08874417.2021.1919942"],"URL":"https:\/\/doi.org\/10.1080\/08874417.2021.1919942","relation":{},"ISSN":["0887-4417","2380-2057"],"issn-type":[{"value":"0887-4417","type":"print"},{"value":"2380-2057","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9,14]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucis20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucis20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-09-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}