{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T06:04:25Z","timestamp":1785391465803,"version":"3.55.0"},"reference-count":95,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2018,4,4]],"date-time":"2018-04-04T00:00:00Z","timestamp":1522800000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["INTR"],"published-print":{"date-parts":[[2018,4,4]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>The purpose of this paper is to extend the technology readiness and acceptance model (TRAM) to consider an individual\u2019s health consciousness (HC), thereby improving the capability of the model to predict an individual\u2019s attitude toward and intention to download and use dietary and fitness apps.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>A total of 994 participants completed a self-reported online questionnaire. Structural equation modeling and <jats:italic>\u03c7<\/jats:italic><jats:sup>2<\/jats:sup> difference testing were conducted to compare the predictive capability of the proposed health consciousness TRAM (HC-TRAM) and the TRAM. The comparison of the proposed HC-TRAM in terms of potential and actual users of dietary and fitness apps was also discussed.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>The results obtained from the HC-TRAM and the TRAM indicate that in addition to technology readiness, HC exerts a positive effect on the perceived ease of use and usefulness of dietary and fitness apps. <jats:italic>\u03c7<\/jats:italic><jats:sup>2<\/jats:sup> difference test results indicated that the predictive capability of the proposed HC-TRAM is higher than that of the TRAM.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title>\n<jats:p>The drivers and inhibitors of a person\u2019s readiness to embrace modern information technology play roles when predicting his or her intention to download and use dietary and fitness apps. HC should be promoted by encouraging people to eat right and regularly perform appropriate exercise to prevent obesity and overweight, thereby maintaining a healthy lifestyle.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>This study incorporated individual cognitive factors and HC into the TRAM to fill the literature gap and deepen and broaden existing theoretical frameworks of the TRAM in the public health sector.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/intr-03-2017-0099","type":"journal-article","created":{"date-parts":[[2018,2,13]],"date-time":"2018-02-13T07:21:10Z","timestamp":1518506470000},"page":"351-373","source":"Crossref","is-referenced-by-count":169,"title":["Incorporation of health consciousness into the technology readiness and acceptance model to predict app download and usage intentions"],"prefix":"10.1108","volume":"28","author":[{"given":"Mei-Fang","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Neng-Pai","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","reference":[{"issue":"4","key":"key2020100209315048300_ref001","doi-asserted-by":"crossref","first-page":"665","DOI":"10.2307\/3250951","article-title":"Time flies when you\u2019re having fun: cognitive absorption and beliefs about information technology usage","volume":"24","year":"2000","journal-title":"MIS Quarterly"},{"issue":"2","key":"key2020100209315048300_ref100","first-page":"204","article-title":"A conceptual and operational definition of personal innovativeness in the domain of information technology","volume":"95","year":"1998","journal-title":"Information Systems Research"},{"issue":"2","key":"key2020100209315048300_ref002","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1111\/j.1540-5915.1999.tb01614.x","article-title":"Are individual differences germane to the acceptance of new information technologies?","volume":"30","year":"1999","journal-title":"Decision Sciences"},{"issue":"2","key":"key2020100209315048300_ref003","doi-asserted-by":"crossref","first-page":"e45","DOI":"10.2196\/jmir.3564","article-title":"Integrating health belief model and technology acceptance model: an investigation of health-related internet use","volume":"17","year":"2015","journal-title":"Journal of Medical Internet Research"},{"issue":"1","key":"key2020100209315048300_ref004","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1146\/annurev.psych.52.1.27","article-title":"Nature and operation of attitudes","volume":"52","year":"2001","journal-title":"Annual Review of Psychology"},{"key":"key2020100209315048300_ref005","volume-title":"Understanding Attitudes and Predicting Social Behavior","year":"1980"},{"issue":"3","key":"key2020100209315048300_ref006","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1037\/0033-2909.103.3.411","article-title":"Structural equation modeling in practice: a review and recommended two-step approach","volume":"103","year":"1988","journal-title":"Psychological Bulletin"},{"issue":"6","key":"key2020100209315048300_ref007","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/j.amepre.2008.01.034","article-title":"Using hand-held computer technologies to improve dietary intake","volume":"34","year":"2008","journal-title":"American Journal of Preventive Medicine"},{"issue":"1","key":"key2020100209315048300_ref008","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1108\/IntR-10-2015-0295","article-title":"Why so serious? Gamification impact in the acceptance of mobile banking services","volume":"27","year":"2017","journal-title":"Internet Research"},{"issue":"1","key":"key2020100209315048300_ref009","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1080\/10410230701807121","article-title":"The relationship between health information seeking and community participation: the roles of health information orientation and efficacy","volume":"23","year":"2008","journal-title":"Health Communication"},{"issue":"1","key":"key2020100209315048300_ref010","first-page":"1","article-title":"Issues in the intention-behavior discrepancy","year":"1985","journal-title":"Research in Consumer Behavior"},{"issue":"12","key":"key2020100209315048300_ref088","doi-asserted-by":"crossref","first-page":"e287","DOI":"10.2196\/jmir.2661","article-title":"A lot of action, but not in the right direction: systematic review and content analysis of smartphone applications for the prevention, detection, and management of cancer","volume":"15","year":"2013","journal-title":"Journal of Medical Internet Research"},{"issue":"4","key":"key2020100209315048300_ref011","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/j.amepre.2009.07.002","article-title":"Opportunities and challenges in behavioral informatics: observations on the pounds off digitally study","volume":"37","year":"2009","journal-title":"American Journal of Preventive Medicine"},{"key":"key2020100209315048300_ref012","doi-asserted-by":"crossref","first-page":"S50","DOI":"10.1038\/ejcn.2008.65","article-title":"Use of technology in children\u2019s dietary assessment","volume":"63","year":"2009","journal-title":"European Journal of Clinical Nutrition"},{"issue":"3","key":"key2020100209315048300_ref013","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1108\/IntR-10-2014-0273","article-title":"Mobile apps usage by Malaysian business undergraduates and postgraduates: implications for consumer behaviour theory and marketing practice","volume":"26","year":"2016","journal-title":"Internet Research"},{"issue":"6","key":"key2020100209315048300_ref014","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1016\/j.ijnurstu.2006.11.011","article-title":"Applying the technology acceptance model to explore public health nurses\u2019 intentions towards web-based learning: a cross-sectional questionnaire survey","volume":"45","year":"2008","journal-title":"International Journal of Nursing Studies"},{"issue":"2","key":"key2020100209315048300_ref015","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1108\/10662240510590324","article-title":"Mobile internet acceptance in Korea","volume":"15","year":"2005","journal-title":"Internet Research"},{"key":"key2020100209315048300_ref016","unstructured":"Chiou, S.-T. (2012), \u201cTaiwan has one of highest obesity rates in Asia: gov\u2019t\u201d, 2012 Taiwan-Europe Health Dialogue, Taipei, available at: www.chinapost.com.tw\/print\/347227.htm (accessed May 1, 2015)."},{"issue":"5","key":"key2020100209315048300_ref017","doi-asserted-by":"crossref","first-page":"e125","DOI":"10.2196\/jmir.3283","article-title":"Cognitive factors of using health apps: systematic analysis of relationships among health consciousness, health information orientation, eHealth literacy, and health app use efficacy","volume":"16","year":"2014","journal-title":"Journal of Medical Internet Research"},{"issue":"1","key":"key2020100209315048300_ref018","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1089\/cyber.2014.0383","article-title":"Effects of body image on college students\u2019 attitudes toward diet\/fitness apps on smartphones","volume":"18","year":"2015","journal-title":"Cyberpsychology, Behavior, and Social Networking"},{"issue":"6","key":"key2020100209315048300_ref019","doi-asserted-by":"crossref","first-page":"860","DOI":"10.5993\/AJHB.38.6.8","article-title":"Determinants of adoption of smartphone health apps among college students","volume":"38","year":"2014","journal-title":"American Journal of Health Behavior"},{"issue":"3","key":"key2020100209315048300_ref020","doi-asserted-by":"crossref","first-page":"319","DOI":"10.2307\/249008","article-title":"Perceived usefulness, perceived ease of use, and user acceptance of information technology","volume":"13","year":"1989","journal-title":"MIS Quarterly"},{"issue":"3","key":"key2020100209315048300_ref021","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1006\/imms.1993.1022","article-title":"User acceptance of information technology: system characteristics, user perceptions and behavioral impacts","volume":"38","year":"1993","journal-title":"International Journal of Man-machine Studies"},{"issue":"8","key":"key2020100209315048300_ref022","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1287\/mnsc.35.8.982","article-title":"User acceptance of computer technology: a comparison of two theoretical models","volume":"35","year":"1989","journal-title":"Management Science"},{"issue":"3","key":"key2020100209315048300_ref023","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1207\/S15327027HC1603_1","article-title":"Primary sources of health information: comparisons in the domain of health attitudes, health cognitions, and health behaviors","volume":"16","year":"2004","journal-title":"Health Communication"},{"key":"key2020100209315048300_ref024","volume-title":"The Psychology of Attitudes","year":"1993"},{"issue":"5","key":"key2020100209315048300_ref025","doi-asserted-by":"crossref","first-page":"1072","DOI":"10.1108\/IntR-03-2015-0092","article-title":"How customers\u2019 offline experience affects the adoption of online banking","volume":"26","year":"2016","journal-title":"Internet Research"},{"issue":"6","key":"key2020100209315048300_ref026","doi-asserted-by":"crossref","first-page":"e161","DOI":"10.2196\/jmir.2171","article-title":"Increasing physical activity with mobile devices: a meta-analysis","volume":"14","year":"2012","journal-title":"Journal of Medical Internet Research"},{"key":"key2020100209315048300_ref027","volume-title":"Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research","year":"1975"},{"issue":"2","key":"key2020100209315048300_ref028","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1007\/s12160-010-9170-z","article-title":"MobileMums: a randomized controlled trial of an SMS-based physical activity intervention","volume":"39","year":"2010","journal-title":"Annals of Behavioral Medicine"},{"issue":"3","key":"key2020100209315048300_ref029","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1001\/jama.2009.2014","article-title":"Prevalence and trends in obesity among US adults","volume":"303","year":"2010","journal-title":"JAMA"},{"issue":"1","key":"key2020100209315048300_ref030","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","article-title":"Evaluating structural equation models with unobservable variables and measurement error","volume":"18","year":"1981","journal-title":"Journal of Marketing Research"},{"key":"key2020100209315048300_ref031","unstructured":"Fox, S. and Duggan, M. (2012), \u201cMobile Health 2012\u201d, Pew Internet & American Life Project, Washington, DC, available at: www.pewinternet.org\/files\/old-media\/Files\/Reports\/2012\/PIP_MobileHealth2012_FINAL.pdf (accessed May 1, 2015)."},{"issue":"1","key":"key2020100209315048300_ref032","article-title":"The effectiveness of mobile-health technology-based health behaviour change or disease management interventions for health care consumers: a systematic review","volume":"10","year":"2013","journal-title":"PLoS Medicine"},{"issue":"9785","key":"key2020100209315048300_ref033","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/S0140-6736(11)60701-0","article-title":"Smoking cessation support delivered via mobile phone text messaging (txt2stop): a single-blind, randomised trial","volume":"378","year":"2011","journal-title":"The Lancet"},{"issue":"4","key":"key2020100209315048300_ref102","article-title":"Improving diabetes care for young people with type 1 diabetes through visual learning on mobile phones: mixed-methods study","volume":"14","year":"2012","journal-title":"Journal of Medical Internet Research"},{"issue":"1","key":"key2020100209315048300_ref034","doi-asserted-by":"crossref","first-page":"e933","DOI":"10.1186\/1471-2458-11-933","article-title":"The mPED randomized controlled clinical trial: applying mobile persuasive technologies to increase physical activity in sedentary women protocol","volume":"11","year":"2011","journal-title":"BMC Public Health"},{"issue":"3","key":"key2020100209315048300_ref035","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/S0378-7206(02)00006-X","article-title":"Computer playfulness and anxiety: positive and negative mediators of the system experience effect on perceived ease of use","volume":"40","year":"2003","journal-title":"Information & Management"},{"issue":"5","key":"key2020100209315048300_ref036","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1002\/oby.20065","article-title":"Diet versus exercise in \u2018the biggest loser\u2019 weight loss competition","volume":"21","year":"2013","journal-title":"Obesity"},{"key":"key2020100209315048300_ref037","volume-title":"A Step-by-Step Approach to Using the SAS System for Factor Analysis and Structural Equation Modeling","year":"1994"},{"key":"key2020100209315048300_ref091","volume-title":"Modern Factor Analysis","year":"1967","edition":"2nd ed."},{"issue":"2","key":"key2020100209315048300_ref038","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1080\/07421222.1999.11518247","article-title":"Examining the technology acceptance model using physician acceptance of telemedicine technology","volume":"16","year":"1999","journal-title":"Journal of Management Information Systems"},{"issue":"2","key":"key2020100209315048300_ref039","doi-asserted-by":"crossref","first-page":"e7","DOI":"10.2196\/jmir.9.2.e7","article-title":"Using internet and mobile phone technology to deliver an automated physical activity program: randomized controlled trial","volume":"9","year":"2007","journal-title":"Journal of Medical Internet research"},{"issue":"6","key":"key2020100209315048300_ref040","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1080\/01449299408914616","article-title":"The respective roles of perceived usefulness and perceived fun in the acceptance of microcomputer technology","volume":"13","year":"1994","journal-title":"Behaviour & Information Technology"},{"key":"key2020100209315048300_ref103","article-title":"Observation on mobile internet in Taiwan: 2013 Q1","author":"Institute for Information Industry","year":"2014"},{"issue":"1","key":"key2020100209315048300_ref041","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1177\/0092070398261002","article-title":"The antecedents of preventive health care behavior: an empirical study","volume":"26","year":"1998","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"10","key":"key2020100209315048300_ref042","doi-asserted-by":"crossref","first-page":"841","DOI":"10.1002\/mar.20136","article-title":"Effects of perceived behavioral control on the consumer usage intention of e-coupons","volume":"23","year":"2006","journal-title":"Psychology & Marketing"},{"issue":"2","key":"key2020100209315048300_ref043","doi-asserted-by":"crossref","first-page":"183","DOI":"10.2307\/249751","article-title":"Information technology adoption across time: a cross-sectional comparison of pre-adoption and post-adoption beliefs","volume":"23","year":"1999","journal-title":"MIS Quarterly"},{"issue":"4","key":"key2020100209315048300_ref044","doi-asserted-by":"crossref","first-page":"525","DOI":"10.1177\/014920638601200407","article-title":"Partialling factor scores does not control method variance: a reply to Podsakoff and Todor","volume":"12","year":"1986","journal-title":"Journal of Management"},{"issue":"4","key":"key2020100209315048300_ref045","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1108\/IntR-05-2014-0126","article-title":"An acceptance model for smart watches: implications for the adoption of future wearable technology","volume":"25","year":"2015","journal-title":"Internet Research"},{"issue":"1","key":"key2020100209315048300_ref046","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.jbi.2011.08.017","article-title":"Healthcare in the pocket: mapping the space of mobile-phone health interventions","volume":"45","year":"2012","journal-title":"Journal of Biomedical Informatics"},{"issue":"1","key":"key2020100209315048300_ref047","doi-asserted-by":"crossref","first-page":"e88","DOI":"10.1186\/1472-6947-13-88","article-title":"An investigation of the effect of nurses\u2019 technology readiness on the acceptance of mobile electronic medical record systems","volume":"13","year":"2013","journal-title":"BMC Medical Informatics and Decision Making"},{"issue":"3","key":"key2020100209315048300_ref048","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1109\/MPRV.2013.56","article-title":"Smartphones for large-scale behavior change interventions","volume":"12","year":"2013","journal-title":"IEEE Pervasive Computing"},{"key":"key2020100209315048300_ref049","unstructured":"Leslie, I., Sherrington, S., Dicks, D., Gray, N. and Chang, T.-T. (2011), \u201cMobile communications for medical care: a study of current and future healthcare and health promotion applications, and their use in China and elsewhere\u201d, University of Cambridge, Cambridge, available at: www.csap.cam.ac.uk\/media\/uploads\/files\/1\/mobile-communications-for-medical-care.pdf (accessed May 1, 2015)."},{"issue":"12","key":"key2020100209315048300_ref050","doi-asserted-by":"crossref","first-page":"e189","DOI":"10.1016\/j.ijmedinf.2011.08.007","article-title":"A study on Singaporean women\u2019s acceptance of using mobile phones to seek health information","volume":"80","year":"2011","journal-title":"International Journal of Medical Informatics"},{"issue":"7","key":"key2020100209315048300_ref051","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1002\/mar.20177","article-title":"Integrating technology readiness into technology acceptance: the TRAM model","volume":"24","year":"2007","journal-title":"Psychology & Marketing"},{"key":"key2020100209315048300_ref052","unstructured":"Lin, C.H., Shih, H.Y., Sher, P.J. and Wang, Y.L. (2005), \u201cConsumer adoption of e-service: integrating technology readiness with the technology acceptance model\u201d, Technology Management: A Unifying Discipline for Melting the Boundaries, IEEE, Portland, OR, pp. 483-488."},{"issue":"4","key":"key2020100209315048300_ref053","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1108\/09604521111146289","article-title":"The role of technology readiness in self-service technology acceptance","volume":"21","year":"2011","journal-title":"Managing Service Quality: An International Journal"},{"issue":"1","key":"key2020100209315048300_ref054","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1037\/0021-9010.86.1.114","article-title":"Accounting for common method variance in cross-sectional research designs","volume":"86","year":"2001","journal-title":"Journal of Applied Psychology"},{"issue":"2","key":"key2020100209315048300_ref055","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1108\/09685220510589299","article-title":"An empirical study of the effect of perceived risk upon intention to use online applications","volume":"13","year":"2005","journal-title":"Information Management & Computer Security"},{"issue":"2","key":"key2020100209315048300_ref056","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1108\/IntR-05-2012-0100","article-title":"Are personal innovativeness and social influence critical to continue with mobile commerce?","volume":"24","year":"2014","journal-title":"Internet Research"},{"key":"key2020100209315048300_ref057","volume-title":"Advanced Structural Equation Modeling","year":"1996"},{"issue":"2","key":"key2020100209315048300_ref058","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1111\/j.1540-5915.2007.00159.x","article-title":"Usability of online services: the role of technology readiness and context","volume":"38","year":"2007","journal-title":"Decision Sciences"},{"issue":"1","key":"key2020100209315048300_ref059","first-page":"e7","article-title":"Understanding pharmacists\u2019 intention to use medical apps","volume":"9","year":"2015","journal-title":"Electronic Journal of Health Informatics"},{"issue":"4","key":"key2020100209315048300_ref060","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1016\/j.amepre.2007.05.007","article-title":"A review of eHealth interventions for physical activity and dietary behavior change","volume":"33","year":"2007","journal-title":"American Journal of Preventive Medicine"},{"key":"key2020100209315048300_ref061","volume-title":"Psychometric Theory","year":"2010","edition":"3rd ed."},{"issue":"1","key":"key2020100209315048300_ref062","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1136\/jamia.2010.007336","article-title":"Factors affecting home care patients\u2019 acceptance of a web-based interactive self-management technology","volume":"18","year":"2011","journal-title":"Journal of the American Medical Informatics Association"},{"issue":"4","key":"key2020100209315048300_ref063","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1177\/109467050024001","article-title":"Technology readiness index (TRI) a multiple-item scale to measure readiness to embrace new technologies","volume":"2","year":"2000","journal-title":"Journal of Service Research"},{"key":"key2020100209315048300_ref064","volume-title":"Techno-ready Marketing: How and Why Your Customers Adopt Technology","year":"2001"},{"issue":"1","key":"key2020100209315048300_ref065","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1177\/1094670514539730","article-title":"An updated and streamlined technology readiness index TRI 2.0","volume":"18","year":"2015","journal-title":"Journal of Service Research"},{"issue":"5","key":"key2020100209315048300_ref066","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1037\/0021-9010.88.5.879","article-title":"Common method biases in behavioral research: a critical review of the literature and recommended remedies","volume":"88","year":"2003","journal-title":"Journal of Applied Psychology"},{"key":"key2020100209315048300_ref067","volume-title":"A Beginner\u2019s Guide to Structural Equation Modeling","year":"2004","edition":"2nd ed."},{"issue":"5","key":"key2020100209315048300_ref068","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1108\/IntR-07-2016-0200","article-title":"Integrated acceptance and sustainability evaluation of Internet of medical things: a dual-level analysis","volume":"27","year":"2017","journal-title":"Internet Research"},{"issue":"22","key":"key2020100209315048300_ref069","doi-asserted-by":"crossref","first-page":"2395","DOI":"10.1001\/jama.2013.281078","article-title":"Can mobile health technologies transform health care?","volume":"310","year":"2013","journal-title":"Journal of the American Medical Association"},{"key":"key2020100209315048300_ref070","volume-title":"Applied Multivariate Statistics for the Social Sciences","year":"1992","edition":"2nd ed."},{"issue":"3","key":"key2020100209315048300_ref071","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1108\/IntR-12-2012-0244","article-title":"Adoption readiness, personal innovativeness, perceived risk and usage intention across customer groups for mobile payment services in India","volume":"24","year":"2014","journal-title":"Internet Research"},{"issue":"1","key":"key2020100209315048300_ref072","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1177\/1094670504266132","article-title":"A technology readiness-based taxonomy of customers: a replication and extension","volume":"7","year":"2004","journal-title":"Journal of Service Research"},{"issue":"5","key":"key2020100209315048300_ref073","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/j.ijmedinf.2007.06.006","article-title":"An extension of trust and TAM model with IDT in the adoption of the electronic logistics information system in HIS in the medical industry","volume":"77","year":"2008","journal-title":"International Journal of Medical Informatics"},{"issue":"3","key":"key2020100209315048300_ref074","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1111\/j.1540-5915.1996.tb01822.x","article-title":"A model of the antecedents of perceived ease of use: development and test","volume":"27","year":"1996","journal-title":"Decision Sciences"},{"issue":"2","key":"key2020100209315048300_ref075","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1287\/mnsc.46.2.186.11926","article-title":"A theoretical extension of the technology acceptance model: four longitudinal field studies","volume":"46","year":"2000","journal-title":"Management Science"},{"issue":"1","key":"key2020100209315048300_ref076","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1089\/tmj.2010.9990","article-title":"mHealth: the next generation of telemedicine?","volume":"16","year":"2010","journal-title":"Telemedicine and e-Health"},{"issue":"2","key":"key2020100209315048300_ref077","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1016\/j.im.2006.12.005","article-title":"The effect of service employees\u2019 technology readiness on technology acceptance","volume":"44","year":"2007","journal-title":"Information & Management"},{"issue":"10","key":"key2020100209315048300_ref078","doi-asserted-by":"crossref","first-page":"1588","DOI":"10.1016\/j.jada.2006.07.004","article-title":"Development of a new instrument for evaluating individuals\u2019 dietary intakes","volume":"106","year":"2006","journal-title":"Journal of the American Dietetic Association"},{"issue":"1","key":"key2020100209315048300_ref079","doi-asserted-by":"crossref","first-page":"e4","DOI":"10.2196\/jmir.1376","article-title":"Using the internet to promote health behavior change: a systematic review and meta-analysis of the impact of theoretical basis, use of behavior change techniques, and mode of delivery on efficacy","volume":"12","year":"2010","journal-title":"Journal of Medical Internet Research"},{"issue":"8","key":"key2020100209315048300_ref080","doi-asserted-by":"crossref","first-page":"e39589","DOI":"10.1371\/journal.pone.0039589","article-title":"High rates of obesity and non-communicable diseases predicted across Latin America","volume":"7","year":"2012","journal-title":"PloS One"},{"issue":"3","key":"key2020100209315048300_ref081","doi-asserted-by":"crossref","first-page":"e72","DOI":"10.2196\/jmir.1977","article-title":"There\u2019s an app for that: content analysis of paid health and fitness apps","volume":"14","year":"2012","journal-title":"Journal of Medical Internet Research"},{"key":"key2020100209315048300_ref082","unstructured":"World Economic Forum (2013), \u201cThe global information technology report 2013\u201d, available at: www3.weforum.org\/docs\/WEF_GITR_Report_2013.pdf (accessed May 1, 2015)."},{"key":"key2020100209315048300_ref083","unstructured":"World Health Organization (2016), \u201cObesity and overweight\u201d, available at: www.who.int\/mediacentre\/factsheets\/fs311\/en\/ (accessed July 15, 2016)."},{"issue":"9","key":"key2020100209315048300_ref084","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.ijmedinf.2012.04.008","article-title":"An exploratory study of ageing women\u2019s perception on access to health informatics via a mobile phone-based intervention","volume":"81","year":"2012","journal-title":"International Journal of Medical Informatics"},{"key":"key2020100209315048300_ref085","article-title":"Incorporating technology readiness (TR) into TAM: Are individual traits important to understand technology acceptance?","year":"2003"},{"issue":"3","key":"key2020100209315048300_ref086","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1108\/17465660710834453","article-title":"Technology acceptance: a meta-analysis of the TAM: Part 1","volume":"2","year":"2007","journal-title":"Journal of Modelling in Management"},{"issue":"5","key":"key2020100209315048300_ref087","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.amepre.2013.07.005","article-title":"Mobile applications for weight management: theory-based content analysis","volume":"45","year":"2013","journal-title":"American Journal of Preventive Medicine"},{"issue":"2","key":"key2020100209315048300_ref089","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1177\/1090198112452126","article-title":"Apps of steel: are exercise apps providing consumers with realistic expectations? A content analysis of exercise apps for presence of behavior change theory","volume":"40","year":"2013","journal-title":"Health Education & Behavior"},{"issue":"1","key":"key2020100209315048300_ref092","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1007\/s13142-011-0021-7","article-title":"Health behavior models in the age of mobile interventions: are our theories up to the task?","volume":"1","year":"2011","journal-title":"Translational Behavioral Medicine"},{"key":"key2020100209315048300_ref093","unstructured":"The International HPH Network (2012), \u201cThe international health promotion hospitals and health services\u201d, available at: www.hphnet.org\/ (accessed January 3, 2017)."}],"container-title":["Internet Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IntR-03-2017-0099\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IntR-03-2017-0099\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:35:26Z","timestamp":1753392926000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/intr\/article\/28\/2\/351-373\/390889"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,4]]},"references-count":95,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,4,4]]}},"alternative-id":["10.1108\/IntR-03-2017-0099"],"URL":"https:\/\/doi.org\/10.1108\/intr-03-2017-0099","relation":{},"ISSN":["1066-2243"],"issn-type":[{"value":"1066-2243","type":"print"}],"subject":[],"published":{"date-parts":[[2018,4,4]]}}}