{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T05:55:41Z","timestamp":1769925341976,"version":"3.49.0"},"reference-count":54,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2016,6,1]],"date-time":"2016-06-01T00:00:00Z","timestamp":1464739200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2016,6,1]],"date-time":"2016-06-01T00:00:00Z","timestamp":1464739200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Information Management"],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1016\/j.ijinfomgt.2016.02.004","type":"journal-article","created":{"date-parts":[[2016,2,23]],"date-time":"2016-02-23T18:16:42Z","timestamp":1456251402000},"page":"441-450","update-policy":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":123,"title":["Identifying factors influencing consumers\u2019 intent to install mobile applications"],"prefix":"10.1016","volume":"36","author":[{"given":"Mark A.","family":"Harris","sequence":"first","affiliation":[]},{"given":"Robert","family":"Brookshire","sequence":"additional","affiliation":[]},{"given":"Amita Goyal","family":"Chin","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0005","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1016\/j.jretconser.2012.03.006","article-title":"The role of product brand image and online store image on perceived risks and online purchase intentions for apparel","volume":"19","author":"Aghekyan-Simonian","year":"2012","journal-title":"Journal of Retailing and Consumer Services"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0010","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-T","article-title":"The theory of planned behavior","author":"Ajzen","year":"1991","journal-title":"Organizational Behavior and Human Decision Processes"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0015","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1016\/j.chb.2014.03.011","article-title":"Explaining and predicting the adoption intention of mobile data services: A value-based approach","volume":"35","author":"Al-Debei","year":"2014","journal-title":"Computers in Human Behavior"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0020","author":"Android Authority"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0025","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1080\/08874417.2014.11645737","article-title":"Trust-discount tradeoff in three contexts: frugality moderating privacy and security concerns","author":"Bansal","year":"2014","journal-title":"Journal of Computer Information Systems"},{"issue":"165-176","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0030","article-title":"Trust and risk in e-government adoption","volume":"17","author":"Belanger","year":"2008","journal-title":"Journal of Strategic Information Systems"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0035","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1016\/j.chb.2014.05.024","article-title":"Comparing the role of ICT literacy and anxiety in the adoption of mobile learning","volume":"39","author":"Callum","year":"2014","journal-title":"Computers in Human Behavior"},{"issue":"5","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0040","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1002\/mar.20528","article-title":"Revisiting perceived risk in the context of online shopping: an alternative perspective of decision-making styles","volume":"29","author":"Chang","year":"2012","journal-title":"Psychology & Marketing"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0045","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1016\/j.chb.2014.10.020","article-title":"The joint moderating role of trust propensity and gender on consumers' online shopping behavior","volume":"43","author":"Chen","year":"2015","journal-title":"Computers in Human Behavior"},{"issue":"5","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0050","doi-asserted-by":"crossref","first-page":"410","DOI":"10.1108\/MSQ-10-2012-0137","article-title":"Perceived risk, usage frequency of mobile banking services","volume":"23","author":"Chen","year":"2013","journal-title":"Managing Service Quality"},{"issue":"7","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0055","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1108\/IJBM-12-2012-0124","article-title":"Resistance, motivations, trust and intention to use mobile financial services","volume":"31","author":"Chemingui","year":"2013","journal-title":"International Journal of Bank Marketing"},{"issue":"1","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0060","first-page":"7","article-title":"Issues and opinion on structural equation modeling","volume":"22","author":"Chin","year":"1998","journal-title":"MIS Quarterly"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0065","series-title":"The partial least squares approach to stuctural equation modeling","author":"Chin","year":"1998"},{"issue":"3","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0070","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","author":"Davis","year":"1989","journal-title":"MIS Quarterly"},{"issue":"3","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0075","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.ijmedinf.2013.12.002","article-title":"Comparison of the middle-aged and older users\u2019 adoption of mobile health services in China","volume":"83","author":"Deng","year":"2014","journal-title":"International Journal of Medical Informatics"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0080","series-title":"Belief, attitude, intention, and behavior: an introduction to theory and research","author":"Fishbein","year":"1975"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0085","doi-asserted-by":"crossref","first-page":"867","DOI":"10.1016\/S0148-2963(01)00273-9","article-title":"Consumer patronage and risk perceptions in internet shopping","volume":"56","author":"Forsythe","year":"2003","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0090","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1016\/S0305-0483(00)00021-9","article-title":"E-commerce: the role of familiarity and trust","volume":"28","author":"Gefen","year":"2000","journal-title":"Omega"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0095","author":"Google"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0100","first-page":"1297","article-title":"Research on the factors influencing mobile game adoption in China","volume":"5","author":"Jiang","year":"2015","journal-title":"Proceedings of 4th international conference on logistics, informatics and service science"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0105","unstructured":"Harris, Mark, A., Brookshire, R., Patten, K., Regan, B. Mobile application installation influences: have mobile device users become desensitized to excessive permission requests? Proceedings of the twentieth Americas conference on information systems (AMCIS 2015). Fajardo, Puerto Rico, August 13\u201315, 2015."},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0110","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1080\/15536548.2014.974429","article-title":"Comparing the mobile device security behavior of college students and information technology professionals","volume":"10","author":"Harris","year":"2014","journal-title":"Journal of Information Privacy and Security"},{"issue":"7","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0115","doi-asserted-by":"crossref","first-page":"1269","DOI":"10.1108\/IMDS-01-2015-0028","article-title":"What catalyses mobile apps usage intention: an empirical analysis","volume":"115","author":"Hew","year":"2015","journal-title":"Industrial Management & Data"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0120","doi-asserted-by":"crossref","first-page":"322","DOI":"10.1016\/j.ijinfomgt.2015.01.003","article-title":"Understanding the consumer's online merchant selection process: the roles of product involvement, perceived risk, and trust expectation","volume":"35","author":"Hong","year":"2015","journal-title":"International Journal of Information Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0125","doi-asserted-by":"crossref","first-page":"927","DOI":"10.1016\/j.ijinfomgt.2013.08.007","article-title":"The mediating role of consumer trust in an online merchant in predicting purchase intention","volume":"33","author":"Hong","year":"2013","journal-title":"International Journal of Information Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0130","first-page":"35","article-title":"Understanding the determinants of online repeat purchase intention and moderating role of habit: the case of online group-buying in Taiwan","author":"Hsu","year":"2015","journal-title":"International Journal of Information Management"},{"issue":"5","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0135","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1016\/j.ijinfomgt.2015.06.003","article-title":"On the efficacy of smartphone security: a critical analysis of modifications in business students\u2019 practices over time","volume":"35","author":"Jones","year":"2016","journal-title":"International Journal of Information Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0140","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.dss.2007.07.001","article-title":"A trust-based consumer decision-making model in electronic commerce: the role of trust, perceived risk, and their antecedents","volume":"44","author":"Kim","year":"2008","journal-title":"Decision Support Systems"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0145","series-title":"American Academy of Advertising Conference Proceedings","first-page":"72","article-title":"Antecedents of mobile app usage among smartphone users","author":"Kim","year":"2013"},{"issue":"9","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0150","first-page":"487","article-title":"Investigating the determinants of purchase intention in C2C e-commerce","volume":"6","author":"Kwahk","year":"2012","journal-title":"World Academy of Science, Engineering and Technology"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0155","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.elerap.2008.11.006","article-title":"Factors influencing the adoption of internet banking: an integration of TAM","volume":"8","author":"Lee","year":"2009","journal-title":"Electronic Commerce Research and Applications"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0160","doi-asserted-by":"crossref","first-page":"702","DOI":"10.1016\/j.elerap.2011.07.003","article-title":"Examining the impact of privacy: trust and risk perceptions beyond monetary transactions: an integrated model","volume":"10","author":"Liao","year":"2011","journal-title":"Electronic Commerce Research and Applications"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0165","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.im.2011.09.006","article-title":"Dynamics between the trust transfer process and intention to use mobile payment services: a cross-environment perspective","volume":"48","author":"Lu","year":"2011","journal-title":"Information & Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0170","author":"McAfee"},{"issue":"3","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0175","first-page":"69","article-title":"Consumer acceptance of electronic commerce: integrating trust and risk with the technology acceptance model","volume":"7","author":"Pavlou","year":"2003","journal-title":"International Journal of Electronic Commerce"},{"issue":"1","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0180","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1287\/isre.1040.0015","article-title":"Building effective online marketplaces with institution-based trust","volume":"15","author":"Pavlou","year":"2004","journal-title":"Information Systems Research"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0185","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1086\/208613","article-title":"A comparative analysis of three consumer decision strategies","author":"Peter","year":"1975","journal-title":"Journal of Consumer Research"},{"issue":"9","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0190","doi-asserted-by":"crossref","first-page":"108","DOI":"10.5539\/ijbm.v7n9p108","article-title":"Factors that affect consumers' trust and continuous adoption of online financial services","volume":"7","author":"Pi","year":"2012","journal-title":"International Journal of Business and Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0195","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0001-6918(99)00050-5","article-title":"Optimal number of response categories in rating scales: reliability, validity, discriminating power, and respondent preferences","volume":"104","author":"Preston","year":"2000","journal-title":"Acta Psychologica"},{"issue":"2","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0200","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1108\/09685220910963983","article-title":"The importance of perceived trust, security and privacy in online trading systems","volume":"17","author":"Roca","year":"2009","journal-title":"Information Management & Computer Security"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0205","author":"SC Magazine"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0210","doi-asserted-by":"crossref","first-page":"2317","DOI":"10.1016\/j.jbusres.2015.06.018","article-title":"Users\u2019 adoption of mobile applications: product type and message framing\u2019s moderating effect","volume":"68","author":"Shen","year":"2015","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0215","doi-asserted-by":"crossref","first-page":"1343","DOI":"10.1016\/j.chb.2009.06.001","article-title":"Towards an understanding of the consumer acceptance of mobile wallet","volume":"25","author":"Shin","year":"2009","journal-title":"Computers in Human Behavior"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0220","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1016\/j.ijinfomgt.2013.02.003","article-title":"The effect of site quality on repurchase intention in internet shopping through mediating variables: the case of university students in South Korea","volume":"33","author":"Shin","year":"2013","journal-title":"International Journal of Information Management"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0225","author":"Statista"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0230","author":"Statista"},{"issue":"2","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0235","first-page":"60","article-title":"Mobile application adoption by young adults: a social network perspective","volume":"6","author":"Taylor","year":"2011","journal-title":"International Journal of Mobile Marketing"},{"issue":"2","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0240","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1287\/isre.6.2.144","article-title":"Understanding information technology usage: a test of competing models","volume":"6","author":"Taylor","year":"1995","journal-title":"Information Systems Research"},{"issue":"3","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0245","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","article-title":"User acceptance of information technology","volume":"27","author":"Venkatesh","year":"2003","journal-title":"MIS Quarterly"},{"issue":"10","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0250","doi-asserted-by":"crossref","DOI":"10.1108\/IJPDLM-01-2013-0011","article-title":"Understanding the purchase intention towards remanufactured product in closed-loop supply chains","volume":"43","author":"Wang","year":"2013","journal-title":"International Journal of Physical Distribution & Logistics Management"},{"issue":"3","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0255","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1080\/101967802320245929","article-title":"Encouraging citizen adoption of e-government by building trust","volume":"12","author":"Warkentin","year":"2002","journal-title":"Electronic Markets"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0260","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1080\/08874417.2013.11645635","article-title":"Bon appetit for apps: young American consumers' acceptance of mobile applications","author":"Yang","year":"2013","journal-title":"Journal of Computer Information Systems"},{"key":"10.1016\/j.ijinfomgt.2016.02.004_bib0265","doi-asserted-by":"crossref","first-page":"1085","DOI":"10.1016\/j.dss.2012.10.034","article-title":"An empirical examination of continuance intention of mobile payment services","volume":"54","author":"Zhou","year":"2013","journal-title":"Decision Support Systems"},{"issue":"4","key":"10.1016\/j.ijinfomgt.2016.02.004_bib0270","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1177\/0266666911424075","article-title":"The effect of initial trust on user adoption of mobile payment","volume":"27","author":"Zhou","year":"2011","journal-title":"Information Development"}],"container-title":["International Journal of Information Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/api.elsevier.com\/content\/article\/PII:S0268401215301122?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/api.elsevier.com\/content\/article\/PII:S0268401215301122?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T20:07:09Z","timestamp":1759435629000},"score":1,"resource":{"primary":{"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/linkinghub.elsevier.com\/retrieve\/pii\/S0268401215301122"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6]]},"references-count":54,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,6]]}},"alternative-id":["S0268401215301122"],"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1016\/j.ijinfomgt.2016.02.004","relation":{},"ISSN":["0268-4012"],"issn-type":[{"value":"0268-4012","type":"print"}],"subject":[],"published":{"date-parts":[[2016,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Identifying factors influencing consumers\u2019 intent to install mobile applications","name":"articletitle","label":"Article Title"},{"value":"International Journal of Information Management","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1016\/j.ijinfomgt.2016.02.004","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2016 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}