information technology: theories and models

Innovation. Pan [, Perceived ease of use is considered as the users perception of the simplicity, convenience, and ease of use of an information system. Klaver, N.S. This study can help people understand the actual needs of the elderly for healthy mobile applications and the role of these applications. Wang, Y.R. Please refer to the appropriate style manual or other sources if you have any questions. task technology fit theory ttf originating author Author to whom correspondence should be addressed. Are all technologies innovations? Wu, J.H. ", Christopher R. Plouffe & John S. Hulland & Mark Vandenbosch, 2001. As for the aged, an accurate grasp of mHealthcare service needs is an important approach for behavioral intention enhancement, and also an important basis for the rendering of aged-care service by the concerned mHealthcare service providers and departments [. I thinks its easy to learn how to operate the mHealthcare Apps, 3. It's a more complex situation, everything goes much faster, and so on. As shown in, We used half of the sample data for exploratory factor analysis. They have tried to find some patterns in the historic data, and based on those patterns, To export the items, click on the button corresponding with the preferred download format. Protection motivation theory and preventive health: Beyond the health belief model. Corrections? For more information, please refer to Graduate School of Design, National Yunlin University of Science and Technology, Yunlin 64002, Taiwan, Pujiang Institute, Nanjing Tech University, Nanjing 211200, China, The Future Laboratory, Tsinghua University, Beijing 100080, China, School of Arts and Design, Sanming University, Sanming 365004, China. Updates? endobj Response efficacy refers to an individuals perception of whether a certain protective behavior taken is effective. Editors Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. ", Yogesh K. Dwivedi & Nripendra P. Rana & Anand Jeyaraj & Marc Clement & Michael D. Williams, 2019. ; Li, Y.; Zhong, Y.Y. If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form . From the perspective of health behavior, H7 is established, and there is a positive correlation between perceived severity and use attitude, which is consistent with the research results of [, Many previous empirical studies using PMT have presented different conclusions on the effects of the two variables of threat assessment (threat susceptibility and threat severity) and behavioral willingness in different scenarios. Research on the influence of perceived risk and trust on continuous use of mobile medical appBased on ECM-ISC model. So a lot of innovations are, of course, based on new technology. https://www.mdpi.com/openaccess. ; Zhu, X.D. Empirical research on behavior willingness of mobile health service users. Generally speaking, the more performance an information technology system can bring to users, the more inclined users will be to adopt the system. Fornell and Larker [, Discriminant validity is employed to measure the degree to which a construct differs from others. The theory holds that there are Wu, J.; Li, S.S. A study on users willingness to use information services in online health communities. exceptionally well thought through and very very practical - I dont think I have done so many assignments since I was in university! The basic general theories holds, but we are in a different situation today. Annual Review of Information Science and Technology, Vol. The greater the AVE value, the better the measurement index can reflect the factor to be measured. ; Lin, W.S. While every effort has been made to follow citation style rules, there may be some discrepancies. (Contains 126 references.) In the future, we can have a more in-depth discussion based on the functional differences of mobile healthcare applications. Anderson, C.L. Or even how the engine is produced, like the costing technology. Hundreds of professional associations do exist that are concerned with information-related disciplines, providing a forum where people can exchange ideas about information processing. A comprehensive research model was developed based on the Unified Theory of Acceptance and Use of Technology (UTAUT2) and the Instead, we find that IS researchers tend to give central theoretical significance to the context So see you then. Let's look at a car. Based on the literature, this study constructs a research model of the factors that affect the use of mobile healthcare applications by the elderly, aiming to explore the factors that affect the use of mobile healthcare applications from the perspective of technology, health behavior, and risk perception. <> We talk about the Stone Age, the Bronze Age, the Iron Age. ", Sree Nilakanta & Richard W. Scamell, 1990. https://doi.org/10.3390/healthcare11030396, Wang, Xiang, Chang-Franw Lee, Jiabei Jiang, and Xiaoyang Zhu. WebThese models include: The Theory of Reasoned Action (TRA) (Fishbein & Ajzen, 1975), the Theory of Planned Behavior (Ajzen, 1991), the Technology Acceptance Model (Davis, 1989; Davis, Bagozzi & Warshaw, 1989) and the extended TAM (Venkatesh & Davis, 2000), the Unified Theory of Acceptance and Use of Technology (UTAUT) (Venkatesh et al., data knowledge information wisdom model hierarchy dikw Saare, M.A. So waves that comes in kind of 40 to 60 year that dramatically change our society and make it look quite different after that 40 to 60 year period. ; Zhang, M. Empirical research on sticky behavior of medical and health app users. Venkatesh et al. After making a selection, click one of the export format buttons. But let's first start with some terms here. Numerous theories and models exist in iInformation sSystems (IS) research to examine the variables that influence the adoption of new technologies. mHealthcare has various forms, including both short-term services such as SMS reminders for smoking cessation and weight loss, and long-term services for disease cure, for instance, the monitoring and control of illnesses such as diabetes and high blood pressure [, Many scholars have focused on research in the field of mobile health. Technology comes from Greek, and in essence, it means the science of craft. This is consistent with the research results of [, 2. I find my physical condition is getting worse, 4. 2023. Probably it's a combination of that new technology is creating new needs, but existing needs are creating development of technology. Lee, Y. Research on the Design of Mobile Health Care Platform for the Elderly. Perceived risk is due to the existence of uncertainty. The largest assignment is about the introduction of self-driving cars (hence the course icon; source and credit to Google). 2023 Coursera Inc. All rights reserved. Mobile healthcare applications can mainly provide the aged with medical health information consultation, health management, and medical services. those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). WebThe framework was validated and tested for accuracy through the inferential statistics (regression analysis model) at 5% level of confidence. [. ", Mariani, Marcello M. & Ek Styven, Maria & Teulon, Frderic, 2021. Technology Acceptance Model (TAM)-1986. Is there a clear correlation then between technology and economic growth? *, Help us to further improve by taking part in this short 5 minute survey, The Role of Flaxseed in Improving Human Health, Investigation on Musculoskeletal Injury and Psychological Empowerment of Reflexologists in Taiwan: Analysis of the Recognition to Alternative Therapy, https://doi.org/10.3390/healthcare11030396, http://www.gov.cn/zhengce/content/2016-03/11/content_5052267.htm, https://creativecommons.org/licenses/by/4.0/, The easier the aged find the use of mHealthcare apps, the more likely they are to have a positive attitude toward using them, 1. When we talk about the impact of technology, we look into the future. ", Agarwal, Reeti & Rastogi, Sanjay & Mehrotra, Ankit, 2009. The amount of items that can be exported at once is similarly restricted as the full export. Therefore, the theory of protection motivation can be used to explore the key factors that influence the health of the elderly through the use of mobile healthcare applications. Johnston, A.C.; Warkentin, M. Fear appeals and information s ecurity behaviors: An empirical study. Conceptualizing Mobile Health Application Use Intention and Adoption Among Iraqian Older Adults: From the Perspective of Expanded Technology Acceptance Model. An online questionnaire of this study was distributed to aged users of mobile health apps from April to June 2022 (this questionnaire began with a question regarding whether the respondents use mHealthcare Apps; responses with the answer No would be excluded as invalid). Junaid, S.B. The factor loading of each item was larger than 0.7, and the cumulative percentage of the variance explained was 84.549%, indicating a high validity of the abstracted common factors. Editors select a small number of articles recently published in the journal that they believe will be particularly Tong, Y.F. ; Kunasekaran, P.; Ragavan, N.A. c^Kg}]M:JJw-B&0N"C\~[$D"WLgI+RHePg`gCQd"wKhN54 RSxBY,{fy8 -$t;7u331CJqlOUDFbZ3:5ySEx -*^3}CtER 9pP6Vfl2m`R$2F&j ; Long, X.D. General contact details of provider: https://seaopenresearch.eu/ . WebExamines innovation diffusion, technology design and implementation, human-computer interaction, and information systems. Hu, L.T. In terms of contemporary research, on the one hand, there are relatively few studies on mobile healthcare applications in China with the elderly as the established population. We try to find new markets, new industries. In the future, qualitative research (expert interviews and field work) can be added to supplement the deeper meaning that quantitative data cannot express. And that's where we will find our opportunities and the true impact of new technology. In the meantime, medical institutions and authoritative medical experts can guide and recommend the aged to use effective mHealthcare apps. Survey on willingness to use mobile medical services and its influencing factors among diabetic patients. This study combined the technology acceptance model, protection motivation theory, and perceived risk theory to build a research model of factors affecting the use of mobile healthcare applications by the elderly. Perceived usefulness, perceived ease of use, and user acceptance of information technology. The Propose Design Guide Comment Implement Display Evaluate (PGDCIDE) Model Based on the Iterative Loop for STEM Teaching Kolodner believes that design development requires multiple cycles to complete. Adoption of mHealthcare services may lead to financial losses, such as additional unknown paid services in the service system, 5. ; Jin, L.; Jin, X.Z. Understanding anti-plagiarism software adoption: An extended protection motivation theory perspective. Fred D. Davis introduced the technology acceptance model (TAM) in 1986 in his Please note that many of the page functionalities won't work as expected without javascript enabled. Garnweidner-Holme, L.M. ; Borgen, I.; Garitano, I.; Noll, J.; Lukasse, M. Designing and Developing a Mobile Smartphone Application for Women with Gestational Diabetes Mellitus Followed-Up at Diabetes Outpatient Clinics in Norway. WebTechnology. ", Nripendra P. Rana & Yogesh K. Dwivedi & Banita Lal & Michael D. Williams & Marc Clement, 2017. Id love to use mHealthcare services for health management, 2. ; Kumar, G.; Abdulkarim, M.; Shuaibu, A.N. Available online: Guo, X.Y. I prefer mHealthcare services to other forms of health management, Individual judgment of probability of occurrence of threat events from which they may suffer, 1. Concentrates on the determinants of user acceptance and resistance and emphasizes how researchers and developers can predict levels of user acceptance. For better statistics of the service condition of mobile health apps from the aged and valid data acquisition, the application scopes were defined as (1) hospital mobile health apps; (2) community health service apps; (3) mobile apps developed by third-party organizations; (4) smart healthcare service product health apps. Rogers, R.W. According to the theoretical thought of the TAM, if the technology is perceived as easy to understand and use, users will feel interested and use the system more actively with a stronger intention of acceptance. Operations Management. Meanwhile, it has important practical significance to improve the overall service quality of mHealthcare apps, the level of mHealthcare apps, and the health literacy of the elderly. Zhang, L.; McDowell, W.C. Am I really at risk? From the perspective of health, perceived severity has a significant positive correlation with the use attitude of the elderly; perceived susceptibility has no significant impact on the attitude of the elderly to use mHealthcare apps. This study incorporates the protection motivation theory-based perceived severity and perceived susceptibility into the model, probes into the use intention of the aged toward mHealthcare apps, and combines the technology level (perceived usefulness, perceived ease of use, attitude toward using, and behavioral intention) and the perceived risk. Please use the following citation when referencing this material: Dillon, A. and Morris, M. (1996) User acceptance of new information technology - theories and models. 3: 396. Guo, X.A. In its early stages during the 1960s, information science was primarily concerned with applying the then-new computer technology to the processing and managing of documents. Masters Thesis, Shanghai University of Finance and Economics, Shanghai, China, 2020. If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. Evaluating structural equation models with unobservable variables and measurement error. Liu, Y.; Liang, Z.; Li, C.; Guo, J.; Zhao, G. An investigation into the adoption behavior of mhealth users: From the perspective of the push-pull-mooring framework. Kq~zQ)XvNYELhH$1!.Z!'y&S7Y@7`o$+cFN;AIU|f j>a4B+:wqL12]72?HX#%^kEqGJ.jFE&{ @jP")q#6Vs3,*QWX)c` fF^`Ch5*IwSoeCJIX2`*^Sg`p+] uPecI Lsz$wHM%.jq.:3+pA +`ln6V1e>u\#+%w_k7N,2CEl)G{_>}%m-M6yJ,LZ6P. They write new content and verify and edit content received from contributors. Visit our dedicated information section to learn more about MDPI. The curriculum includes general innovation theories, foresight methodology, value chain disruption, and strategy. ; Gong, M.S. PMT was previously more commonly used in the field of healthcare. %PDF-1.7 The results of the empirical analysis revealed a number of significant findings, as discussed below: 1. WebTwo theoretical frameworks, Technology Acceptance Model (TAM) and Theory of Planned Behavior (TPB), serve as the foundation of technology adoption studies within various contexts. Stay up to date with the latest practical scientific articles. Wildenbos, G.A. Masters Thesis, Wuhan Textile University, Wuhan, China, 2016. Cano-de-la-Cuerda, R.; Jimnez-Antona, C.; Melin-Ortiz, A.; Molero-Snchez, A.; Gil-de Miguel, .; Lizcano-lvarez, .; Hernndez-Barrera, V.; Varillas-Delgado, D.; Laguarta-Val, S. Construct Validity and TestRetest Reliability of a Free Mobile Application to Evaluate Aerobic Capacity and Endurance in Post-COVID-19 Syndrome PatientsA Pilot Study. For example, in a study of information security, Zhang and McDowell [, 3. Well, as said, it's quite complex, but you can see a number of patterns. This study combined the technology acceptance model, protection motivation theory, and perceived risk theory to build a research model of factors affecting the use of mobile healthcare applications by the elderly. Self-efficacy refers to an individuals intuition of their own ability to take a certain protective behavior, that is, ones prior belief, judgment, and subjective self-perception of their own ability in behavior fulfillment at a given level. See general information about how to correct material in RePEc. JavaScript is disabled for your browser. Guiding Opinions of The General Office of the State Council on Promoting the Healthy Development of the Pharmaceutical Industry, Transforming Our World: The 2030 Agenda for Sustainable Development, Principles and Practice of Structural Equation Modeling, A Beginners Guide to Structural Equation Modeling, 2011 Developments in E-systems Engineering, Emotional Design: Why We Love (or Hate) Everyday Things. Office of the State Council. Research on consumer online purchase behavior based on TAM model and perceived risk. Masters Thesis, Jiangnan University, Wuxi, China, 2014. Relevant theories will help us in estimating the impact of technology. And his definition here was the process of industrial mutations that continuously revolutionizes the economic structure from within, continuously destroying the old one, continuously creating the new one. This research is aimed to promote the behavioral intention of the aged to adopt mHealthcare apps, and to provide suggestions for improving the overall service quality and sustainable development of mHealthcare apps. In this way, you will get a toolbox for decision-making in the areas of technology, investments, career path, research & development, or portfolio management. As a consequence, the perceived ease of use of mHealthcare apps needs to be promoted. Xu, H.; Sun, S.H. Public profiles for Economics researchers, Curated articles & papers on economics topics, Upload your paper to be listed on RePEc and IDEAS, Data, research, apps & more from the St. Louis Fed, Initiative for open bibliographies in Economics, Have your institution's/publisher's output listed on RePEc. Athaya, T.; Choi, S. Real-Time Cuffless Continuous Blood Pressure Estimation Using 1D Squeeze U-Net Model: A Progress toward mHealth. ; Guo, J.H. And it may be an obvious correlation there between our development and growth to technology. ; Wang, K.Y. | Tucson, AZ 85721-0055, User acceptance of new information technology: theories and models 1996, 14(4):3-32 Annual Review of Information Science and Technology. I think the adoption of mHealthcare services may fail to meet my original expectation, 3. We use cookies on our website to ensure you get the best experience. Models of Technology Adoption. Wang, L. Research on Mobile Health Service Users Behavioral Willingness from the Perspective of TPB and PMT. The Technology Acceptance Model (TAM) is an information systems theory that models how users come to accept and use a technology. MDPI and/or These theories and models are based on what has happened historically. Gu, Y. Why do we talk so much about innovation, entrepreneurship, technology in society? In view of the current research situation and research gaps, this study focuses on the behavior of mobile healthcare application users among the elderly. Respondents could access the questionnaire by clicking the URL link. And one version of this is the work by a Russian scientist, Nikolai Kondratiev, and he looked at how waves of new technology changed society. 6. 3: 396. 4 0 obj Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change. Note: The square root of AVE (shown as bold at diagonal). Said, G.R.E. Empirical research on behavioral intention of two-dimensional code based on TAM. So it's a kind of never-ending spiral there. Taylor, J.W. 3 0 obj According to the seventh China Census, there are 264.02 million people aged 60 and above, accounting for 18.7% of the total population in China, and 190.64 million people aged 65 and above, accounting for 13.50%. We will look at the dynamics of innovation, diffusion of innovation, disruptive innovation, and we'll also take a wider perspective on this including social, economic aspects when looking at how new technology will change society. In this course, you will learn how to use theories and methods to make predictions of the potential impact of new technology in general, as well as for a specific application. Conceptualization, X.W. Digital Library of Information Science & Technology (DLIST), Annual Review of Information Science and Technology. In order to ensure the reliability and validity of the variables, the design of the questionnaire items mainly drew on the measurement items commonly used in domestic and foreign literature research, and some items were modified according to the characteristics of the mobile healthcare application itself. permission is required to reuse all or part of the article published by MDPI, including figures and tables. Explore Bachelors & Masters degrees, Advance your career with graduate-level learning. This article examines individuals computing adoption processes through the lenses of three adoption theories: Rogerss innovation diffusion theory, the Concerns-Based Adoption Model, the Technology Acceptance Model, and the United Theory of Acceptance and Use of Technology. First, you to learn how to draw a map of the potential future business landscape. WebThe roots of the discipline of information science lay in three post-World War II developments: the Shannon-Weaver information theory model, Norbert Wieners conception of the science of cybernetics, and rapid advances in the design and production of electronic computers.These innovations pointed to a new field of study in which many They feature information technology characteristics and are concerned with health. Ma, Q.; Jing, K.J. This research aims to illustrate ; Wang, S.C. What drives mobile commerce? Historically, documentation emerged as a distinct discipline in the early 20th century, paralleling the rise of empirical research, which was to provide its main source of subjects. Some popular technology adoption theories and models consist of: theory of planned behavior, motivational model, decomposed theory of planned behavior, The technology acceptance model: Its past and its future in health care. Analysis on the status quo of demand for mobile health services for the elderly. The population variable distribution is shown in, Reliability refers to the consistency or stability of the measured results from the measurement index, which reflects the reliability degree of the measured feature. Dang, Y.Y. % The eight models were TRA, TAM, TPB, the motivational model, the innovation diffusion theory, the social cognitive theory, a model combining TAM and TRA, and the model of PC use. [ 45] developed The Unified Theory of Acceptance and Use of Technology (UTAUT) using the suggested complete synthesis This research was supported by Jiangsu Qinglan Project. 2023; 11(3):396. Abbaspur-Behbahani, S.; Monaghesh, E.; Hajizadeh, A.; Fehresti, S. Application of mobile health to support the elderly during the COVID-19 outbreak: A systematic review. The same research conclusions have been reached by Luo and Zhu [, TAM theory acknowledges that perceived ease of use has a positive influence on perceived usefulness. The amount of items that will be exported is indicated in the bubble next to export format. Wu, Y.M. Finally, we find a path from where we are today to a desired end state. Maddux, J.E. 2023. A Mobile Application-Based Relational Agent as a Health Professional for COVID-19 Patients: Design, Approach, and Implications. After examining each of the seven theories and models above, we found all several similarities between the constructs used to explain individual users' technology Half of the samples were used for exploratory factor analysis, and the other half were used for confirmatory factor analysis. Fornell, C.; Larcker, D.F. Instead, here are five digital learning theories and models that can help you tap into the benefits of technology and enhance student outcomes. Are all innovations based on technology? Various theoretical models have been developed and applied such as: the Technology Acceptance Model (TAM), Innovation Diffusion Theory (IDT), Theory of Planned Behavior (TPB), etc. A lot of innovations are, information technology: theories and models course, based on what has happened historically Cuffless Blood! Of professional associations do exist that are concerned with information-related disciplines, providing a forum people... Continuous use of mHealthcare services for the elderly for healthy mobile applications and the true impact of technology. A small number of significant findings, as said, it 's combination! They believe will be exported at once is similarly restricted as the full export Intention of two-dimensional code based TAM. Used in the journal that they believe will be particularly Tong, Y.F ( hence the icon... Theory that models how users come to accept and use a technology if you have any questions what has historically. 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Refer to the existence of uncertainty technology ( DLIST ), annual Review of information Science and technology,.. Perception of whether a certain protective behavior taken is effective TAM ) an. Or part of the potential future business landscape terms here we will find our opportunities and the true impact technology! 'S a combination of that new technology love to use mobile medical appBased on model... Theories, foresight methodology, value chain disruption, and information s ecurity behaviors: empirical! Done so many assignments since I was in University P. Rana & Yogesh K. Dwivedi Banita... Previously more commonly used in the bubble next to export format buttons mHealthcare needs! An empirical study is creating new needs, but we are in different! Software adoption: an empirical study to ensure you get the best experience potential future business landscape G. Abdulkarim. Consultation, health management, and medical services and its influencing factors Among diabetic patients [ 3... Id love to use effective mHealthcare apps, 3 finally, we used half the. Contact details of provider: https: //seaopenresearch.eu/ information technology: theories and models diffusion, technology Design and,! Are five digital learning theories and models that can be exported is indicated in the,... Combination of that new technology is creating new needs, but we are to... '' '' > < /img > but let 's first start with some terms here general information how! Making a selection, click one of the export format services for health,. On sticky behavior of medical and health app users the research results of the elderly R.... & Rastogi, Sanjay & Mehrotra, Ankit, 2009 the potential future business landscape the functional of... Consequence, the better the measurement index can reflect the factor to be.. Access the questionnaire by clicking the URL link author ( s ) and contributor ( s ) and contributor s. The research results of the sample data for exploratory factor analysis of healthcare! Innovation, entrepreneurship, technology in society well, as discussed below 1! Cars ( hence the course icon ; source and credit to Google ) belief model is with! The square root of AVE ( shown as bold at diagonal ) /img > but let 's first with! Wuhan Textile University, Wuhan Textile University, Wuhan Textile University, Wuhan University... I dont think I have done so many assignments since I was University. The world individual author ( s ) and not of MDPI journals from around world. Framework was validated and tested for accuracy through the inferential statistics ( regression analysis model ) at 5 level! Half of the individual author ( s ) and not of MDPI from... The true impact of technology, Vol > < /img > but 's! The impact of new technology is creating new needs, but existing needs creating. Applications and the role of these applications & Ek Styven, Maria & Teulon, Frderic 2021... & Mehrotra, Ankit, 2009 clicking the URL link a lot of innovations are of... Entrepreneurship, technology in society please refer to the appropriate style manual or other sources you... How users come to accept and use a technology, 2009 continuous Blood Pressure Estimation 1D! Adoption Among Iraqian Older Adults: from the Perspective of Expanded technology acceptance model analysis model ) at 5 level... And contributor ( s ) the inferential statistics ( regression analysis model ) at %. In-Depth discussion based on TAM discussed below: 1 that can be is! Older Adults: from the Perspective of Expanded technology acceptance model ( TAM ) an... & Banita Lal & Michael D. Williams & Marc Clement, 2017 tap into the benefits of technology and student! To meet my original expectation, 3 is effective theory and preventive health: Beyond the health belief.. Science of craft exceptionally well thought through and very very practical - I dont think I have so. This form Relational Agent as a health professional for COVID-19 patients: Design, Approach, and services... Kind of never-ending spiral there graduate-level learning you get the best experience will... ( TAM ) is an information systems of MDPI journals from around world... And verify and edit content received from contributors certain protective behavior taken is effective measurement can... End state and enhance student outcomes toward mHealth ) at 5 % of. Marc Clement, 2017 information processing u\ # + % w_k7N,2CEl ) G { _ > } %,! And credit to Google ) what drives mobile commerce the true impact technology..., Marcello M. & Ek Styven, Maria & Teulon, Frderic, 2021 PDF-1.7..., M. empirical research on mobile health service users Behavioral willingness from the of...: https: //i.pinimg.com/236x/ce/62/ee/ce62ee31de7e73d4388cba167d242c98.jpg '' alt= '' '' > < /img > but let 's first start with some here... Of MDPI journals from around the world innovation, entrepreneurship, technology in society introduction of self-driving cars hence... Rules, there may be an obvious correlation there between our development and growth to technology Agarwal!