{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T14:26:01Z","timestamp":1781533561443,"version":"3.54.5"},"reference-count":68,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2019,10,11]],"date-time":"2019-10-11T00:00:00Z","timestamp":1570752000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100009019","name":"shenzhen university","doi-asserted-by":"publisher","award":["827000228 & 827000033"],"award-info":[{"award-number":["827000228 & 827000033"]}],"id":[{"id":"10.13039\/501100009019","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Young Talents Foundation of Ministry of Education of Guangdong, China","award":["2016KQNCX143"],"award-info":[{"award-number":["2016KQNCX143"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Health Informatics J"],"published-print":{"date-parts":[[2020,6]]},"abstract":"<jats:p>The past decade has seen the proliferation of health information portals; however, consumer acceptance of the portals has proven difficult and rate of use has been limited. This study developed a consumer acceptance model by integrating usability and social cognitive theories with the technology acceptance model to explain young Internet users\u2019 acceptance of health information portals. Participants (n\u2009=\u2009201) completed a self-report questionnaire measuring model constructs after attending a usability testing with a typical health information portal. Results showed that the hypothesized model accounted for 56\u2009percent of the variance in behavioral intention to use the portal and explained consumer acceptance well. Both subjective usability and application-specific self-efficacy served as significant antecedents in the model, while application-specific self-efficacy also moderated the effect of subjective usability on perceived ease of use. The findings can help practitioners with the design and implementation of health information portals and other health informatics applications in support of consumer acceptance.<\/jats:p>","DOI":"10.1177\/1460458219879337","type":"journal-article","created":{"date-parts":[[2019,10,11]],"date-time":"2019-10-11T09:32:08Z","timestamp":1570786328000},"page":"1347-1362","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":84,"title":["Integrating usability and social cognitive theories with the technology acceptance model to understand young users\u2019 acceptance of a health information portal"],"prefix":"10.1177","volume":"26","author":[{"given":"Da","family":"Tao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fenglian","family":"Shao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hailiang","family":"Wang","sequence":"additional","affiliation":[{"name":"Shenzhen University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1305-4257","authenticated-orcid":false,"given":"Mian","family":"Yan","sequence":"additional","affiliation":[{"name":"Jinan University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1764-0357","authenticated-orcid":false,"given":"Xingda","family":"Qu","sequence":"additional","affiliation":[{"name":"Shenzhen University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2019,10,11]]},"reference":[{"key":"bibr1-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2014-002826"},{"key":"bibr2-1460458219879337","unstructured":"Fox S, Duggan M. Health online 2013. Pew Research Center, 2013, https:\/\/www.pewinternet.org\/wp-content\/uploads\/sites\/9\/media\/Files\/Reports\/PIP_HealthOnline.pdf"},{"key":"bibr3-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.2934"},{"key":"bibr4-1460458219879337","unstructured":"CNNIC. The 40th China Statistical Report on Internet Development, http:\/\/cnnic.cn\/hlwfzyj\/hlwxzbg\/hlwtjbg\/201708\/P020170807351923262153.pdf (2017, accessed 1 October 2018)."},{"key":"bibr5-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocw095"},{"key":"bibr6-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-3486-7_24"},{"key":"bibr7-1460458219879337","doi-asserted-by":"publisher","DOI":"10.5694\/j.1326-5377.2010.tb03688.x"},{"key":"bibr8-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.4048"},{"key":"bibr9-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0073049"},{"key":"bibr10-1460458219879337","volume-title":"Barriers and drivers of health information technology use for the elderly, chronically ill, and underserved","author":"Jimison H","year":"2008"},{"key":"bibr11-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.3049"},{"key":"bibr12-1460458219879337","first-page":"167","volume-title":"Proceedings of the 17th European conference on information systems","author":"Fisher JL"},{"key":"bibr13-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2003.12.015"},{"key":"bibr14-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2147\/JMDH.S103881"},{"key":"bibr15-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1097\/CIN.0000000000000467"},{"key":"bibr16-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/1541931213601137"},{"key":"bibr17-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.intcom.2010.07.002"},{"key":"bibr18-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1093\/iwc\/iwv033"},{"key":"bibr19-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1093\/iwc\/iwy002"},{"key":"bibr20-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1207\/s15327051hci1904_2"},{"key":"bibr21-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2013-002045"},{"key":"bibr22-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1097\/00006199-200603001-00007"},{"key":"bibr23-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2196\/resprot.2184"},{"key":"bibr24-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocv174"},{"key":"bibr25-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2012.06.003"},{"key":"bibr26-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2307\/249749"},{"key":"bibr27-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2307\/249008"},{"key":"bibr28-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.46.2.186.11926"},{"key":"bibr29-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2307\/30036540"},{"key":"bibr30-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.35.8.982"},{"key":"bibr31-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.05.074"},{"key":"bibr32-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2011.08.005"},{"key":"bibr33-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2018.1515985"},{"key":"bibr34-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2014.895855"},{"key":"bibr35-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2017.1316018"},{"key":"bibr36-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2015.11.015"},{"key":"bibr37-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1097\/CIN.0000000000000313"},{"key":"bibr38-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-016-0388-y"},{"key":"bibr39-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2009.07.002"},{"key":"bibr40-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1136\/jamia.2010.007336"},{"key":"bibr41-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2017.0064"},{"key":"bibr42-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/0266666915593621"},{"key":"bibr43-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1891\/0889-8391.13.2.158"},{"key":"bibr44-1460458219879337","doi-asserted-by":"publisher","DOI":"10.2307\/249688"},{"key":"bibr45-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1108\/JCM-10-2013-0727"},{"key":"bibr46-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2011.0277"},{"key":"bibr47-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2011.08.007"},{"key":"bibr48-1460458219879337","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph110504905"},{"key":"bibr49-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/1460458217724580"},{"key":"bibr50-1460458219879337","unstructured":"ISO 9241-11. Ergonomic requirements for office work with visual display terminals (VDTs)\u2014part 11: guidance on usability, 1998, https:\/\/www.sis.se\/api\/document\/preview\/611299\/"},{"key":"bibr51-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2011.11.001"},{"key":"bibr52-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2003.10.004"},{"key":"bibr53-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2014.12.001"},{"key":"bibr54-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1287\/isre.11.4.342.11872"},{"key":"bibr55-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1080\/01449291003793785"},{"key":"bibr56-1460458219879337","unstructured":"Baidubaike. 99 Health portal (in Chinese), http:\/\/baike.baidu.com\/link?url=hrFL7l6GQf4zVpcFtoiSIpXQ1HbAmbQ9QUDL7sx1Gaqj_CT_ptHXGAnlnLHMxyGRwOpClOAH76odfI_D8ifMUbK_59lGsvC7zRgPDtJTvf2Mj1e1gFbhRg17g97Y1ehH (2019, accessed 2 January 2019)."},{"key":"bibr57-1460458219879337","doi-asserted-by":"publisher","DOI":"10.4135\/9781412983655"},{"key":"bibr58-1460458219879337","volume-title":"Psychometric theory","author":"Nunnally JC","year":"1994","edition":"3"},{"key":"bibr59-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/009207038801600107"},{"key":"bibr60-1460458219879337","volume-title":"Multivariate data analysis","author":"Hair JF","year":"2006"},{"key":"bibr61-1460458219879337","volume-title":"Structural equation modeling: foundations and extensions","author":"Kaplan D","year":"2008","edition":"2"},{"key":"bibr62-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/1062860614545124"},{"key":"bibr63-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1177\/0733464812463430"},{"key":"bibr64-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1080\/15391523.2011.10782576"},{"key":"bibr65-1460458219879337","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems","author":"Hornb\u00e6k K"},{"key":"bibr66-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2.3.192"},{"key":"bibr67-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2012.12.011"},{"key":"bibr68-1460458219879337","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2016.08.003"}],"container-title":["Health Informatics Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1460458219879337","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1460458219879337","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1460458219879337","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T22:30:44Z","timestamp":1777501844000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/1460458219879337"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,11]]},"references-count":68,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["10.1177\/1460458219879337"],"URL":"https:\/\/doi.org\/10.1177\/1460458219879337","relation":{},"ISSN":["1460-4582","1741-2811"],"issn-type":[{"value":"1460-4582","type":"print"},{"value":"1741-2811","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10,11]]}}}