scholarly journals Theories Predicting End-User Acceptance of Telemedicine Use: Systematic Review (Preprint)

2018 ◽  
Author(s):  
Lorenz Harst ◽  
Hendrikje Lantzsch ◽  
Madlen Scheibe
Keyword(s):  
Systematic Review ◽  
Quality Assessment ◽  
Technology Acceptance ◽  
User Acceptance ◽  
Perceived Usefulness ◽  
User Centered Design ◽  
End User ◽  
Cross Sectional ◽  
Hand Search ◽  
The Individual

BACKGROUND Only a few telemedicine applications have made their way into regular care. One reason is the lack of acceptance of telemedicine by potential end users. OBJECTIVE The aim of this systematic review was to identify theoretical predictors that influence the acceptance of telemedicine. METHODS An electronic search was conducted in PubMed and PsycINFO in June 2018 and supplemented by a hand search. Articles were identified using predefined inclusion and exclusion criteria. In total, two reviewers independently assessed the title, abstract, and full-text screening and then individually performed a quality assessment of all included studies. RESULTS Out of 5917 potentially relevant titles (duplicates excluded), 24 studies were included. The Axis Tool for quality assessment of cross-sectional studies revealed a high risk of bias for all studies except for one study. The most commonly used models were the Technology Acceptance Model (n=11) and the Unified Theory of Acceptance and Use of Technology (n=9). The main significant predictors of acceptance were perceived usefulness (n=11), social influences (n=6), and attitude (n=6). The results show a superiority of technology acceptance versus original behavioral models. CONCLUSIONS The main finding of this review is the applicability of technology acceptance models and theories on telemedicine adoption. Characteristics of the technology, such as its usefulness, as well as attributes of the individual, such as his or her need for social support, inform end-user acceptance. Therefore, in the future, requirements of the target group and the group’s social environment should already be taken into account when planning telemedicine applications. The results support the importance of theory-guided user-centered design approaches to telemedicine development.

scholarly journals Neurophysiological changes of brain and spinal cord in individuals with patellofemoral pain: a systematic review and meta-analysis protocol

BMJ Open ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. e049882
Author(s):  
Jing Nong Liang ◽  
Savanna Budge ◽  
Austin Madriaga ◽  
Kara Meske ◽  
Derrick Nguyenton ◽  
...  
Keyword(s):  
Systematic Review ◽  
Spinal Cord ◽  
Quality Assessment ◽  
Meta Analysis ◽  
Neuromuscular Control ◽  
Patellofemoral Pain ◽  
Randomised Control Trial ◽  
Cross Sectional ◽  
Prospective Longitudinal ◽  
Brain And Spinal Cord

IntroductionReduced neuromuscular control due to altered neurophysiological functions of the central nervous system has been suggested to cause movement deficits in individuals with patellofemoral pain (PFP). However, the underlying neurophysiological measures of brain and spinal cord in this population remain to be poorly understood. The purpose of this systematic review is to evaluate the evidence for altered cortical and spinal cord functions in individuals with PFP.Methods and analysisThe protocol for conducting the review was prepared using the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols guidelines. We will systematically search the literature that examines cortical and spinal cord functions in individuals with PFP, aged 18–45 years. The studies for cross-sectional, prospective, longitudinal, case–control and randomised control trial designs will be included from the following databases: PubMed (MEDLINE), EMBASE and Web of Science. Only studies published in English prior to 1 February 2021 will be included. The risk of bias and quality assessment will be performed using National Institutes of Health’s Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies. We will conduct meta-analysis of the data where appropriate. Narrative synthesis will be taken if a meta-analysis is not possible.Ethics and disseminationThis is a systematic review from the existing literature and does not require ethical approval. The results of this study will be published in a peer-reviewed journal in the field of rehabilitation medicine, sports/orthopaedic medicine or neurology, regardless of the outcome.PROSPERO registration numberCRD42020212128.

scholarly journals Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study

2021 ◽  
Vol 45 (4) ◽  
Author(s):  
Stefanie Jauk ◽  
Diether Kramer ◽  
Alexander Avian ◽  
Andrea Berghold ◽  
Werner Leodolter ◽  
...  
Keyword(s):  
Machine Learning ◽  
Mixed Methods ◽  
Technology Acceptance ◽  
Health Care Professionals ◽  
User Acceptance ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Actual System ◽  
System Use ◽  
Delirium Management

AbstractEarly identification of patients with life-threatening risks such as delirium is crucial in order to initiate preventive actions as quickly as possible. Despite intense research on machine learning for the prediction of clinical outcomes, the acceptance of the integration of such complex models in clinical routine remains unclear. The aim of this study was to evaluate user acceptance of an already implemented machine learning-based application predicting the risk of delirium for in-patients. We applied a mixed methods design to collect opinions and concerns from health care professionals including physicians and nurses who regularly used the application. The evaluation was framed by the Technology Acceptance Model assessing perceived ease of use, perceived usefulness, actual system use and output quality of the application. Questionnaire results from 47 nurses and physicians as well as qualitative results of four expert group meetings rated the overall usefulness of the delirium prediction positively. For healthcare professionals, the visualization and presented information was understandable, the application was easy to use and the additional information for delirium management was appreciated. The application did not increase their workload, but the actual system use was still low during the pilot study. Our study provides insights into the user acceptance of a machine learning-based application supporting delirium management in hospitals. In order to improve quality and safety in healthcare, computerized decision support should predict actionable events and be highly accepted by users.

scholarly journals DIGITAL MARKETING 5-GENERATION TECHNOLOGY AND ITS ACCEPTANCE BEHAVIOR

2021 ◽  
pp. 46-59
Keyword(s):  
Data Analysis ◽  
Technology Acceptance ◽  
Digital Media ◽  
New Technology ◽  
Mobile Services ◽  
Perceived Usefulness ◽  
Mobile Technologies ◽  
Digital Marketing ◽  
Cross Sectional ◽  
Factors Affecting

Cumulative usage of digital media by customers, most of the companies are exploitation the digital marketing to get the access towards their target clients and markets. With the development of mobile technologies, mobile services have become an essential part of people's lives. After an ample research a series of advance experimentation and development, the mobile technology emerged and enters into more advance 5-G period. The purpose of this study is to examine various marketing strategies and investigate Pakistani consumers’ approach towards the existing mobile services and classify the factors affecting their preferences towards 5-G acceptance. With a view to accomplish this study. A cross-sectional technique with the help of questionnaire was used to collect data. 15 to 45 years age people male & female were our targeted audience from the different places of Multan city (Punjab province) Pakistan. 500 questionnaires were distributed and received (n) 430 which were completed by all aspects. (F=58%) & (M=42%). SPSS, (22nd) version used for data analysis. After the data analysis and discussion, (r) correlation was retrospection that (DV), (IV) & (MV) have a strong and positive relationship between each other. (r2) regression analysis also showed the confident, positive and durable relation among the all variables. Results show that the convenience, price, service quality, self-efficacy and value are the factors affecting consumers’ acceptance in the presence of a moderator that is perceived usefulness. Suggested an extended TAM (Technology Acceptance Model) for checking consumer’s behavior towards 5-G mobile services. Consumers should adopt the new technology and utilize it for the benefits of him/herself and for the community, nation and state.

scholarly journals A study of students’ attitudes towards using ICT in a social constructivist environment

2016 ◽  
Author(s):  
Yang Silin ◽  
David Kwok
Keyword(s):  
Technology Acceptance ◽  
Qualitative Data ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Survey Study ◽  
Learning Tools ◽  
Perceived Ease Of Use ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Students Attitudes

This study aims to examine the factors that support or hinder students’ attitudes towards using information and communication technology (ICT) in problem-based learning (PBL) using the technology acceptance model (TAM) (Davis, 1989) among polytechnic students. A total of 737 first-year polytechnic students in Singapore participated in the cross-sectional survey study by completing a questionnaire (The assessment of attitude and intention to use ICT tools among polytechnic students), which gathered both quantitative and qualitative data. Based on the analysis of the quantitative data, perceived usefulness and perceived ease of use are found to be significantly and positively correlated with attitudes towards using ICT. Results from the analysis of the qualitative data suggest five major themes (engagement, communication, information gathering, collaboration and efficiency) on what students enjoyed most about using ICT. On the other hand, Internet connectivity, usability, technical issues and ICT competency are the four other themes that categorised the difficulties students faced using ICT. An important implication is to develop polytechnic lecturers’ competency in the use of ICT-enabled learning tools as a priority to enable them to successfully integrate ICT in their PBL lessons. 

scholarly journals Risk of Fear and Anxiety in Utilising Health App Surveillance Due to COVID-19: Gender Differences Analysis

Risks ◽  
2021 ◽  
Vol 9 (10) ◽  
pp. 179
Author(s):  
Adi Alsyouf ◽  
Ra’ed Masa’deh ◽  
Moteb Albugami ◽  
Mohammad Al-Bsheish ◽  
Abdalwali Lutfi ◽  
...  
Keyword(s):  
Technology Acceptance ◽  
Mobile Health ◽  
Group Analysis ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Snowball Sampling ◽  
Cross Sectional ◽  
Psychological Determinants ◽  
Study Results

Although technology trends and acceptance have been considered crucial topics, limited research has examined stress-specific factors such as health anxiety in the context of the COVID-19 pandemic based on people’s attitudes toward a mobile health app using the Technology Acceptance Model (TAM). Accordingly, this study primarily highlights the psychological determinants stemming from the COVID-19 pandemic that affect the usage of a mobile health app. The study followed a cross-sectional design and adopted a snowball sampling technique to collect the data. The findings showed a significant association between perceived usefulness, perceived ease of use, and event-related fear and Tabaud App intention. The relationships between Tabaud App intention and COVID-19 anxiety on Tabaud App usage were also revealed. The study found a significant association between perceived ease of use and perceived usefulness. Additionally, the multi-group analysis showed that only two paths related to Tabaud App intention, perceived ease of use and perceived usefulness, differed significantly between males and females. Additionally, women experienced anxiety disorders more than men. The study contributes to the previous knowledge on the field by examining the psychological determinants resulting from the COVID-19 pandemic that influence using a mobile health app, namely, event-related fear and COVID-19 anxiety. The study results may help governments, health policymakers, and health organisations in Saudi Arabia contain the spread of the COVID-19 pandemic.

An Examination of Factors Associated with User Acceptance of Social Shopping Websites

2013 ◽  
pp. 28-45
Author(s):  
Jia Shen ◽  
Lauren B. Eder
Keyword(s):  
Technology Acceptance ◽  
Social Engagement ◽  
Strong Support ◽  
User Acceptance ◽  
Perceived Usefulness ◽  
Theoretical Development ◽  
Future Research ◽  
Social Commerce ◽  
Social Shopping ◽  
Acceptance Model

Social commerce is the latest development in e-commerce to combine the power of online social networking with shopping. While the adoption of information technology is well studied, new theoretical development is needed to account for the specific characteristics of social commerce applications and their interactions with the user. This study examines factors that are associated with user acceptance of social shopping websites, which are sites designed specifically to support social interactions while users shop. This paper augments the Technology Acceptance Model with constructs that enhance the specificity of the model to the social shopping application of social commerce, including social comparison, social engagement, enjoyment as well as perceived ease of use and perceived usefulness. The model was empirically tested, and the results provided strong support. Implications and directions for future research are also discussed.

E-Commerce and Mobile Commerce Application Adoptions

2011 ◽  
pp. 826-836
Author(s):  
Charlie Chen ◽  
Samuel C. Yang
Keyword(s):  
Technology Acceptance ◽  
Mobile Commerce ◽  
Organizational Readiness ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Individual Level ◽  
Cognitive Beliefs ◽  
Acceptance Model ◽  
The Individual

E-commerce applications are primarily used at home and in the workplace. Utilitarian elements, including cognitive beliefs of perceived usefulness, perceived ease of use (at the individual level), industry pressure, organizational readiness, economics, and trust (at the business level) are key determinants contributing to the usage of e-commerce applications. Mobile devices redefine the meaning of workplace. The use of mobile services could be in and outside the workplace. Hedonic elements, such as fun, culture, life style, and hype are key determinants contributing to the usage of mobile commerce applications. The purpose of our article is to discuss and clarify immediate determinants of e-commerce and mobile commerce applications based on the technology acceptance model.

Association between sense of coherence and dental caries: systematic review and meta-analysis

2019 ◽  
Vol 35 (3) ◽  
pp. 586-597 ◽  
Author(s):  
Thaís Ariane Perdigão Torres ◽  
Larissa Corradi-Dias ◽  
Patrícia Drummond Oliveira ◽  
Carolina Castro Martins ◽  
Saul Martins Paiva ◽  
...  
Keyword(s):  
Systematic Review ◽  
Dental Caries ◽  
Quality Assessment ◽  
Sense Of Coherence ◽  
Web Of Science ◽  
Meta Analysis ◽  
Reference List ◽  
High Quality ◽  
Hand Search ◽  
Quality Study

Abstract Sense of coherence (SOC) is regarded as the individuals' capacity for managing the stressors over their lifespan. The aim of this systematic review and meta-analysis was to evaluate the association between SOC and dental caries. Electronic searchers were conducted in six databases: PubMed, Medline, Scopus, Web of Science, Lilacs and Proquest from their date of inception until November/2017. An update took place in August/2018. A hand search in the reference list of the included articles and gray literature search were also carried out. Retrieved titles/abstracts were screened by two review authors. Data of the included articles were extracted and quality assessment was also conducted. The first search retrieved 346 titles/abstracts. The update retrieved 33 records. Following the removal of 70 duplicates, 309 references were screened and 17 were included. The quality assessment ranged from low quality articles to high quality articles. High quality study showed that adult individuals with lower SOC were more likely to have dental caries. Meta-analysis showed that adolescents with low SOC were 5.41 times more likely to present dental caries than adolescents with high SOC (CI = 2.15–13.59). Mothers with low SOC were 5.55 times more likely to have children/adolescents with dental caries than mothers with high SOC (CI = 2.92–10.57). The subgroup analysis exploring continuous data showed that the SOC of mothers of children/adolescents without dental caries was significantly higher than the SOC of mothers of children/adolescents with dental caries (CI = 0.10–0.51). Higher levels of SOC seem to be associated with lower levels of dental caries.

E-Commerce and Mobile Commerce Application Adoptions

2011 ◽  
pp. 284-290 ◽  
Author(s):  
Charlie Chen ◽  
Samuel C. Yang
Keyword(s):  
Technology Acceptance ◽  
Mobile Commerce ◽  
Organizational Readiness ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Individual Level ◽  
Cognitive Beliefs ◽  
Acceptance Model ◽  
The Individual

E-commerce applications are primarily used at home and in the workplace. Utilitarian elements, including cognitive beliefs of perceived usefulness, perceived ease of use (at the individual level), industry pressure, organizational readiness, economics, and trust (at the business level) are key determinants contributing to the usage of e-commerce applications. Mobile devices redefine the meaning of workplace. The use of mobile services could be in and outside the workplace. Hedonic elements, such as fun, culture, life style, and hype are key determinants contributing to the usage of mobile commerce applications. The purpose of our article is to discuss and clarify immediate determinants of e-commerce and mobile commerce applications based on the technology acceptance model.

Technology Acceptance Model

2007 ◽  
pp. 306-308
Author(s):  
M. McCord
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Information Technologies ◽  
Employee Performance ◽  
User Acceptance ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Intent To Use ◽  
Acceptance Model

The Technology Acceptance Model (TAM) (Davis, 1989) measures perceived usefulness and perceived ease of use as predictors of a user’s intent to use computer technology, and their actual usage on the job. The measure first appeared in 1989, in an MIS Quarterly article by Fred Davis and in a coauthored article in Management Science(Davis, 1989; Davis, Bagozzi, & Warshaw, 1989). Extending the Theory of Reasoned Action (Ajzen & Fishbein, 1980) to technology, Perceived usefulness (U) is defined as “the degree to which a person believes a particular system would enhance his or her job performance.” Perceived ease of use (EOU) is defined as “the degree to which a person believes that using a particular system would be free of effort.” ‘Usage intentions’ (BI) was measured through self-predicted future usage and ‘user acceptance’ was measured through self-reported current usage. Although information technology is adopted to improve employee performance, these gains are often lost or diminished by users’ unwilling to accept and use the information system. Davis wanted to understand why users rejected or accepted information technologies, to better predict, explain and increase user acceptance. The TAM model has since become one of the most established models for predicting user acceptance.

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