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1.
Yang Zhao Ning Wang Yixuan Li Ruoxin Zhou Shuangshuang Li 《British journal of educational technology : journal of the Council for Educational Technology》2021,52(1):20-41
The great advantages of e-learning have been recognized, and efforts have been made to promote e-learning adoption. Despite valuable research achievements from technology adoption, previous studies built their models from different perspectives. In this study, to offer a comprehensive research model on e-learning adoption, we integrated these models (ie, TAM, TPB and IDT) and included culture as a moderator. Based on 45 relevant empirical research, this study conducted a meta-analysis to explore key determinants of users’ attitude and behavioral intention to adopt e-learning. Combined with traditional technology acceptance theories and innovation diffusion theory, we developed a comprehensive model and explored the moderating role of culture. The results indicate that this integrated technology acceptance model can be applied to better understand e-learning adoption. The moderator analysis shows that the influence of subjective norms and self-efficacy on users’ behavior intention is more salient in the collectivistic culture, whereas perceived usefulness is more important for online learners in an individualistic culture. 相似文献
2.
Drawing from social resource-social capital theory, this paper aims to clarify and characterize the role of harmonious learner–instructor and learner–learner relationships in promoting experience and retaining learners in online learning environments. Hypotheses are tested by applying a structural equation model and the data are collected from a survey of online learning website (n?=?539). The results suggest that harmonious relationships have a positive impact on learners’ experience (i.e. perceived performance, enjoyment and social presence), which, in turn, strengthen learners’ continuous intention to use the e-learning platform. And learners’ expertise moderates the relationships between harmonious relationships and learner experience. Based on the analysis results, this study can provide educational institutions with useful tactics to retain learners in the e-learning environments. 相似文献
3.
Ming Yang Zhen Shao Qian Liu Chuiyi Liu 《Educational technology research and development : ETR & D》2017,65(5):1195-1214
The massive open online course (MOOC) is emerging as the new paradigm for modern education. The success of MOOCs depends on learners’ continued usage. Drawing upon the information systems success model (IS success model) and technology acceptance model, a theoretical model for studying learners’ continuance intentions toward participation in MOOCs was developed. Based on survey data from 294 respondents, structural equation modeling was employed to assess the model. The results of this analysis indicate that system quality, course quality, and service quality were significant antecedents of the continuance intention of individuals, and the effect of course quality and service quality were mediated by perceived usefulness. The results contribute to the extant literatures in the context of MOOCs learning by identifying the critical quality factors, and provide managerial guidelines for MOOCs utilization and generalization. The implications of the present findings for research and managerial practice are discussed. 相似文献
4.
Bahaa G. Gameel 《The American journal of distance education》2017,31(2):98-111
This study investigates factors that influence learners’ satisfaction with massive open online courses (MOOCs). Framed by the theory of independent learning and teaching, the three types of interaction model, and the technology acceptance model, this study analyzed data collected from 1,786 learners enrolled in four MOOCs. Results show that the learner perceived usefulness, teaching and learning aspects of the MOOC, and learner-content interaction as important satisfaction factors. Learner-learner interaction and learner-instructor interaction had no effect on the sample’s learner satisfaction with the MOOC. These findings improve our understanding of MOOC learners’ preferences and contribute to the process of designing and developing new MOOCs. Future directions in MOOCs’ development are also discussed. 相似文献
5.
职业教育作为一种类型教育,与普通教育相比,从课程逻辑到教学模式均有区别。基于TAM技术接受模型,通过对不同职业院校325位教师疫情期间在线教学情况的问卷调查后分析发现:教师的个体创新性、教学资源优质性对感知有用性,教学平台交互功能对感知易用性均影响显著;感知易用性对感知有用性、感知有用性对实施态度、实施态度对行为意向均有显著影响;不同于TAM模型,感知易用性对教师的实施态度影响不显著;社群影响对教师实施态度影响显著,但对教师行为意向影响不显著,自我效能则与之相反。为此,建议职业院校选择成熟可靠的在线教学平台、建设优质资源库、加强教师培训、培育创新教学团队、发挥高效能教师的示范作用和制定在线教学激励制度,在学校形成在线教学的实践共同体。 相似文献
6.
在线学习支持服务是影响MOOC课程学习效果的重要因素。研究结合ACSI模型和ECM模型,构建学习支持服务对MOOC课程持续学习意愿的影响模型,以273位MOOC课程学习者为研究对象,通过结构方程模型分析和中介效应分析确定变量间结构与数量关系。研究结果表明:感知质量、感知价值和学习支持服务满意度显著影响MOOC课程持续学习意愿;期望确认、感知质量和感知价值显著影响MOOC课程学习支持服务满意度,并以学习支持服务满意度为中介变量间接影响持续学习意愿;期望确认对感知质量具有显著影响。在此基础上,结合当前MOOC课程发展提出若干建议,为促进MOOC课程学习者持续学习意愿的提升提供参考。 相似文献
7.
从技术接受的角度研究教师网络教学行为具有重要意义。通过分析高校教师网络教学行为现状,以技术接受模型（TAM3）为基础构建研究的理论框架,提出研究假设,并利用结构方程模型对研究假设进行了实证分析。研究结果表明,感知有用性和感知易用性对网络教学行为意向有积极正向影响;自我效能感对感知有用性和感知易用性有积极正向影响;系统实用性对感知有用性和网络教学行为意向有积极正向影响;主观规范对感知有用性和感知易用性有积极正向影响;技术复杂性对感知易用性和网络教学行为意向有积极正向影响;网络教学经验对高校教师网络教学行为意向有显著正向影响;网络教学动机对高校教师网络教学行为意向影响不显著。最后,从改善网络教学环境与条件、提高教师的信息技术能力、培养教师网络教学行为价值意向等几方面给出建议。 相似文献
8.
Chi-Cheng Chang Kuo-Hung Tseng Chaoyun Liang Chi-Fang Yan 《Technology, Pedagogy and Education》2013,22(3):373-386
Mobile learning aims to utilise communication devices such as mobile devices and wireless connection in combination with e-learning systems, allowing learners to experience convenient, instant and suitable learning at unrestricted time and place. Participants were 125 Taiwanese senior high school students, whose continuance intention was examined after learning English via PDAs (personal digital assistants). The study, using the one-group post-test design, adopted the Technology Acceptance Model and incorporated factors such as curiosity and perceived convenience. The results indicated that (1) curiosity had a positive effect on continuance intention; (2) perceived convenience had a positive effect on perceived usefulness and continuance intention. 相似文献
9.
中国慕课数量和规模已居世界第一,进入了质的提升阶段。如何让学生“学得更好”、激发学习兴趣和潜能是当前慕课研究的重要任务。创新引入体验价值理论,构建了“社会交互—体验价值—持续参与意愿”的影响路径模型,采用问卷调查研究方法,使用SPSS和AMOS软件进行数据分析和结构方程模型检验。研究发现,一是MOOC社会交互的正向价值进一步被印证;二是功能体验价值、情感体验价值和社会体验机制对持续学习意愿有影响;三是体验价值在社会交互与持续学习意愿的关系中不同程度地发挥显著的中介作用。研究结论为改善MOOC平台社会交互设计以及提升交互质量和学习者持续学习意愿有指导价值。 相似文献
10.
Nisreen Ameen Robert Willis Media Noori Abdullah Mahmood Shah 《British journal of educational technology : journal of the Council for Educational Technology》2019,50(3):1434-1446
This study aims to analyse the factors that can explain the adoption and effective use of a new e-learning system in Iraq. To achieve this, it uses a selection of factors that are present in the technology acceptance model (TAM) and the unified theory of acceptance and use of technology (UTAUT) model, and it includes three additional factors. The study hypothesises new relationships between the selected factors. Questionnaires were distributed to 300 university students in Iraq. Partial least squares-structural equation modelling (PLS-SEM) was used to analyse the data received. The findings suggest that perceived usefulness (PU), perceived ease of use (PEOU), subjective norms (SNs), information quality (IQ), system quality (SQ), technical support (TS) and self-efficacy (SE) have significant effects on behavioural intention (BI). In turn, BI and TS have significant direct effects on the actual use (AU) of e-learning systems. The factors age, gender and experience significantly moderated some of the relationships in the model. The research has several implications for policy makers, universities and the management of e-learning systems. 相似文献
11.
Aqilah Nawwarah H.A. Rajak Dk. Nurul Najiah Pg Abu Bakar Nur Dina Azyyati Lajim Nurul Hikmatull Su’aidah Haji Kamarulzaman Siti Nur Fakhrinah Haji Karim Mohammad Nabil Almunawar 《Education and Information Technologies》2018,23(6):2341-2361
This research studies on the e-learning services acceptance in higher education institutions in Brunei Darussalam. This research has seven hypotheses, relating to independent, intermediary, and dependent variables. The independent variables include lecturer’s characteristics, design of learning contents, teaching materials, and playfulness; while the intermediary variables are perceived benefits and perceived ease of use. On the other hand, the dependent variable in this research is the intention to use e-learning. Multiple regression analysis were conducted to test the hypotheses proposed. Data analysis from this research has confirmed that the lecturer’s characteristics, teaching materials, perceived ease of use and the intention to use e-learning corresponds to the perceived benefits. Meanwhile, the design of learning content and the intention to use e-learning are positively related to the perceived ease of use and lastly, the variable playfulness is positively related to the intention to use e-learning. 相似文献
12.
Lili Shang 《Educational gerontology》2020,46(6):350-363
ABSTRACTAbundant health knowledge resources are available on social media to facilitate technology-enhanced knowledge learning among older adults. The objective of this study is to investigate the predictors and the underlying formation mechanism of older adults’ intention to learn health knowledge on social media. We propose a novel model to examine how older adults’ emotional state (i.e., health anxiety) and cognitive state (i.e., e-health literacy) during knowledge acquisition influence threat appraisal (i.e. perceived severity and perceived susceptibility) and coping appraisal (i.e. self-efficacy and perceived benefits), thereby shaping older adults’ intention to learn health knowledge. Survey data from 337 Chinese older adult users of social media was collected to test the research model. Results reveal that perceived susceptibility, self-efficacy and perceived benefits exert positive effects on older adults’ health knowledge learning intention, while the impact of perceived severity on health knowledge learning intention is not statistically significant; health anxiety is positively correlated with perceived severity and perceived susceptibility, and e-health literacy is a powerful predictor of self-efficacy and perceived benefits. This paper enriches the literature related to technology-enhanced knowledge learning and online health behavior among older adults. Effective strategies are proposed based on the findings for practitioners dedicated to promoting health knowledge via social media and older adults who apply health knowledge to address health-related needs. 相似文献
13.
Islamoglu Hakan Kabakci Yurdakul Isil Ursavas Omer Faruk 《Educational technology research and development : ETR & D》2021,69(2):1025-1054
The purpose of this study was to develop a mobile learning acceptance model for pre-service teachers and to examine the relationships among technology acceptance factors. The literature on mobile learning acceptance lacks studies on pre-service teachers and studies that include concrete mobile learning scenarios. To overcome these problems, we have developed and implemented a mobile-technology-enabled information technology course. The data collection and analysis were conducted in two separate studies. First, we developed a mobile learning acceptance scale and applied confirmatory factor analysis with 408 participants. The final instrument included 28 items measuring eight technology acceptance factors, namely behavioral intention, attitude towards use, perceived usefulness, perceived ease of use, social influence, facilitating conditions, self-efficacy, and anxiety. After this, we collected a new set of data from 316 participants to examine the relationships among the factors using structural equation modeling. In both studies, we investigated the respective models’ invariance across gender and discipline groups, and both models fulfilled invariance requirements. The results indicated that perceived ease of use and social influence have direct effects on behavioral intention, whereas self-efficacy has an indirect effect. Depending on the group, the explained variance of behavioral intention ranged between 18.1% and 60.6%.
相似文献14.
Given the paradox between pervasive promotion of technology use in English teaching and lack of studies about teachers’ technology acceptance in China, this study aims to examine intentions of English teachers in China to use technology in their classroom teaching. Based on the technology acceptance model, eight variables including perceived usefulness (PU), perceived ease of use (PEU), attitude toward use, behavioral intention (BI), computer self-efficacy (CSE), technology complexity (TC), facilitating conditions (FC), and constructivist teaching beliefs (CTBs) were incorporated to examine relationships among these variables. Data were collected from 183 English teachers at 5 Chinese universities via a self-report questionnaire and analyzed using a structural equation model. Results indicated that the proposed model has a good fit. Three variables – PU, FC, and CTBs were found to be significant predictors of attitude toward use, while PEU and TC were not. Additionally, PU, CSE, and CTBs are significant antecedents for teachers’ BIs to use technology. This study contributed to the understanding of technology acceptance theories by contextualizing the current study to Chinese educational context. It also provided valuable references for technology-related policy-making and teachers’ professional development. 相似文献
15.
MOOCs的产生改变了学习者的学习模式与学习行为, 给学习者的学习带来了机遇与挑战. 研究MOOCs模式下学习者的学习行为及其效果, 能够为MOOCs平台功能完善和MOOCs模式推广提供决策依据.设计了纯MOOCs、翻转课堂和传统课堂三种授课模式,研究了MOOCs环境对学习者学习行为的影响,并分析了学习者在该环境下的学习行为特点. 研究了三种模式对学习者学习效果的影响, 评估了不同学科的学习者在三种模式下的学习效果.最后调查研究了MOOCs模式下的学习者满意度评价.研究表明:MOOCs下的授课模式优于传统授课模式,理工类学习者在MOOCs模式下的学习效果优于文科类与艺体类学习者. 相似文献
16.
Horng-Ji Lai 《Interactive Learning Environments》2017,25(3):295-305
The purpose of this study was to investigate the decisions of civil servants to use Web 2.0 applications while engaging in online learning. The participants were 439 civil servants enrolled in asynchronous online learning programs, using an e-learning portal provided by Taiwan's Regional Civil Service Development Institute. The participants completed a questionnaire which measured their responses to 12 constructs (perceived usefulness, perceived ease of use, compatibility, peer influence, superior influence, self-efficacy, facilitating conditions, attitude, subjective norm, perceived behavior control, behavior intention, and behavior) based on the decomposed theory of planned behavior. The research results revealed that the participants’ perceived usefulness of online learning was the strongest predictor affecting their attitude. Peer influence was also the primary factor influencing their subjective norm. The construct of self-efficacy appeared to be the most important element determining their perceived behavioral control. Also, the results of the path analysis showed that the participants’ attitude was the strongest indicator of their behavior intention to use Web 2.0 applications, followed by the perceived behavior control and subjective norm. Theoretical and practical implications and recommendations are provided based on the results of the study. 相似文献
17.
This research is one of the first few to investigate the adoption and usage of cloud computing in higher education in the context of developing countries, in this case Thailand. It proposes extending the technology acceptance model to integrate subjective norm, perceived convenience, trust, computer self-efficacy, and software functionality in order to better understand the degree of influence that each has on the adoption of cloud in an educational setting. The instrument development was modified from past studies on technology adoption. Data was collected from two leading universities in Thailand, Mahidol University International College, and Thammasat University. Structural equation modeling was applied to the research, the results of which illustrated that perceived ease of use, perceived usefulness, intention to use, perceived convenience, trust, and software functionality have a statistically positive relationship towards the adoption of cloud computing. However, it is interesting to note that, contrary to most studies, computer self-efficacy and subjective norm did not posit a positive relationship. The research also presents the conclusions, which include a discussion of the findings, the academic and practical implications, and limitations. 相似文献
18.
Gbolahan Olasina 《Interactive Learning Environments》2019,27(3):363-376
It is significant to highlight that educational technologies cannot improve academic performance if they are not widely accepted and used. Unfortunately, the decision not to accept e-learning continues to be a fundamental issue. The current research provided an alternative lens to view a decision to accept and use technology in a developing country landscape. Accordingly, the present study focused on the impact of human and social factors on the decision to accept e-learning. The undergraduate students at the University of KwaZulu-Natal (UKZN) formed the contextual setting. The theoretical framework employed was a modified Theory of Acceptance and Use of Technology (UTAUT) model. Accordingly, a survey questionnaire was used to employ a dataset of 204 and 15 students in April 2015 for quantitative and qualitative data. Overall, the principal findings show that social influence, attitude and perceived usefulness, stress, satisfaction and fatigue are critical to behavioural intention to accept e-learning. Meanwhile, strong correlations between perceived usefulness and social influence; previous e-learning experience and average time spent using e-learning; previous e-learning experience and behavioural intention demonstrate how the human and social factors influence the e-learning acceptance culture. Ultimately, the contribution provided valuable insights on how to speed up the process of adoption, the use and continuance of e-learning by an understanding of human and social factors. Moreover, recognising human, social and cultural components make it possible to improve e-learning experiences of users. The implications suggest that a better integration of human and social factors to e-learning may help reduce forms of e-learning challenges and shed new insights for theory. 相似文献
19.
This study investigated kindergarten teachers’ decision-making process regarding the acceptance of computer technology. We incorporated the Technology Acceptance Model framework, in addition to computer self-efficacy, subjective norm, and personal innovativeness in education technology as external variables. The data were obtained from 160 kindergarten teachers, from public kindergartens in Daejeon, South Korea. According to the results, subjective norm had the strongest effect on computer acceptance. In addition, perceived usefulness and computer self-efficacy had a direct effect on computer technology acceptance. On the other hand, perceived ease of use and personal innovativeness in education technology had an indirect effect on computer technology acceptance. The measures accounted for approximately 32% of the variance of intentions to use computers in kindergartens. 相似文献
20.
Masood Badri Asma Al Rashedi Guang Yang Jihad Mohaidat Arif Al Hammadi 《Education and Information Technologies》2016,21(2):471-497
Offering an online integrated high-school course or subject for the first time involves many challenges. Better understanding the factors that affect students’ willingness to participate in the experience could provide support for better implementation of such a strategic initiative. In addition, it is important to understand how personal factors can influence the success of such an endeavour. This study develops a comprehensive structural equation model that captures most causal factors related to offering a high-school course online for the first time. A sample of public and private secondary school students (Grades 10, 11 and 12) in Abu Dhabi were administered an online survey regarding offering free online courses. The instrument was reviewed by other experts in curriculum, information technology and teaching and learning. The final instrument contained dimensions related to student perception of ease of use of e-learning, usefulness, self-efficacy, skills, style, student self-reported performance in certain subjects, use of social media, school support, teacher support, general support, access to the internet, and preferences behavioural intentions to use e-learning. The analysis provides a structural equation model with acceptable statistical fits and with many significant causal relationships. The paths representing direct and indirect effects of the construct predictors on intention to use provided statistical evidence of the validity of the 13 component predictors. Results show significant links between intention to use e-learning, perception of easiness, perception of usefulness, and other factors such as user characteristics and support. Use of social network affect intention to use e-learning indirectly thorough other variables. Limitations and implications of the study in general and as it concerns Abu Dhabi are highlighted. 相似文献