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1.
Understanding learner acceptance of learning objects: The roles of learning object characteristics and individual differences 总被引：1，自引：0，他引：1
Siong-Hoe Lau Peter C. Woods 《British journal of educational technology : journal of the Council for Educational Technology》2009,40(6):1059-1075
Many organisations and institutions have integrated learning objects into their e-learning systems to make the instructional resources more efficient. Like any other information systems, this trend has made user acceptance of learning objects an increasingly critical issue as a high level of learner satisfaction and acceptance reflects that the users are more willing to continue to use the technology. In this study, an extended version of technology acceptance model (TAM) with two external variables (learning object characteristics and individual differences) was developed to investigate the underlying factors and causal relationships in predicting learners' acceptance of learning objects. This study called for the respondents to progress through two phases of learning object participation: introduction and direct-use experience to investigate the students' perceptions in terms of usefulness and ease of use while utilising learning objects. The findings show that both perceived usefulness and perceived ease of use are determinants of behavioural intention to use learning objects. Learning object characteristics influence both perceived usefulness and perceived ease of use of learning objects; individual differences appear to have no influence upon intention to use learning objects. 相似文献
2.
Mohammed Amin Almaiah 《Education and Information Technologies》2018,23(5):1873-1895
Along with the significant development of information and communication technologies (ICTSs), an incredible number of mobile applications have become available. Hence, the main purpose of the current study is to investigate the use and acceptance of the ‘Mobile Information System’ developed and implemented by University of Jordan, which Known as (Mobile Student Information System). Data were obtained from 275 undergraduate students of University of Jordan via questionnaire to test the ‘Mobile Services Acceptance Model’ using Structural Equation Model. The results reveal that user acceptance of mobile information system services is largely affected by trust, perceived security, perceived ease of use and perceived usefulness. Findings also show that context of applications is a strong motivational factor of perceived ease of use and perceived usefulness, which then significantly affects user intention to use mobile information system. While, the personal characteristics and features do not have effect on user intentions. Both theoretical and practical implications of the study’s findings are discussed. 相似文献
3.
Pedagogical beliefs are a critical factor in terms of integrating technology into teaching, but very few technology acceptance models (TAMs) have considered them. Hence, this study aims to extend the TAM by incorporating pre-service teachers’ conception of teaching and learning. The revised model examined the influence of pre-service mathematics teachers’ constructivist and traditional pedagogical beliefs on their technology acceptance through perceived ease of use, perceived usefulness, attitude toward technology, and behavioral intention to use. Survey data were collected from 714 pre-service mathematics teachers in Turkey and analyzed through path analysis. The results showed that pre-service mathematics teachers’ pedagogical beliefs were more constructivist-oriented than traditional-oriented, and constructivist beliefs had a significant influence on the components of the TAM. On the other hand, pre-service teachers’ traditional-oriented beliefs did not influence their perceived usefulness of and attitudes toward technology but had positive effects on perceived ease of use. Implications for pre-service mathematics teacher education were discussed.
相似文献4.
Siong-Hoe Lau Peter C. Woods 《British journal of educational technology : journal of the Council for Educational Technology》2008,39(4):685-699
This study empirically evaluates the technology acceptance model drawn from Information Systems (IS) literature to investigate how user beliefs and attitudes influence learning-object use among higher education learners by evaluating the relationships between perceived usefulness, perceived ease of use, attitude, behavioural intentions and actual use. In the study, 601 potential learning-object users were presented with an introductory demonstration of learning objects for a Digital Systems course. Following the demonstration and practice, data on user beliefs, attitudes and intention to use learning objects were gathered, while data on actual use of learning objects was collected at the end of the semester. Subjects with prior experience using the learning objects were eliminated from further analysis, resulting in a final sample of 481 users. structural equation modelling was employed to test the hypothesised study model. The analysis showed that both the user beliefs and attitudes have significant positive relationships with behavioural intention and that behavioural intention accurately predicted the actual use of learning objects. The results extend the validity of the TAM into a learning object context and clearly pointed out that it can be used to predict users' future behaviour. 相似文献
5.
阎永哲 《宁波大学学报(教育科学版)》2021,(4):123-132
学习行为数据的来源是学习分析研究领域的重要分支之一。通过文献梳理和回顾,发现大学生在线学习行为数据分享意愿的研究有待深入。运用技术接受模型,选择网络隐私顾虑、信任、感知易用性和感知有用性为自变量,个人数据分享意愿为因变量构建了初始概念模型,并提出了相应的假设。为了检验这一概念模型,以抽样调查获取的206名商科类大学生的相关数据作为样本进行结构方程模型分析,并结合相关拟合指标对初始概念模型进行了修正。结论显示:感知易用性和网络隐私顾虑对个人数据分享意愿没有直接作用,但前者通过感知有用性和信任两个中介变量正向间接作用于个人数据分享意愿,后者通过信任作为中介变量负向间接作用于个人数据分享意愿;感知易用性对信任有较为显著的正向作用,网络隐私顾虑对信任有负向作用,但不显著;感知易用性对感知有用性有显著的正向作用。 相似文献
6.
An empirical investigation of students' behavioural intentions to use the online learning course websites 总被引：2，自引：0，他引：2
Su-Chao Chang Feng-Cheng Tung 《British journal of educational technology : journal of the Council for Educational Technology》2008,39(1):71-83
With the development of the Internet in the era of knowledge‐driven economy, e‐learning is experiencing rapid growth. The online learning course websites are drawing more attention as well. This research combines the innovation diffusion theory and the technology acceptance model, and adds two research variables, perceived system quality and computer self‐efficacy to propose a new hybrid technology acceptance model to study students' behavioural intentions to use the online learning course websites. This research finds that compatibility, perceived usefulness, perceived ease of use, perceived system quality and computer self‐efficacy were critical factors for students' behavioural intentions to use the online learning course websites. By explaining students' behavioural intentions from a user's perspective, the findings of this research help to develop more user‐friendly websites and also provide insight into the best way to promote new e‐learning tools for students. 相似文献
7.
The aim of this study was to examine factors that influence Chinese teachers’ attitudes toward using technology. Using the technology acceptance model (TAM) as the framework, the study considered the social and cultural in China, and included a new external variable—policy—along with perceived ease of use, perceived usefulness, facilitation conditions, and subjective norms, into the original TAM framework. Structural equation modeling was implemented on questionnaire data collected from 1,423 teachers in China. The expanded model revealed a goodness-of-fit (TLI = 0.931, CFI = 0.942, RMSEA = 0.048, and SRMR = 0.039) and it explained 52.7% of the variance in teachers’ attitudes toward using technology. Chinese teachers' perceived usefulness, perceived ease of use, and national policy were determined to be the factors with positive direct influence on teachers' attitudes toward using technology. Subjective norms were found to have an indirect influence. This study contributes to the growing body of non-Western multicultural studies on the TAM and also serves as a starting point in understanding teachers’ attitudes toward technology use in China. 相似文献
8.
高职实践教学与信息化手段相融合是现阶段职业教育研究的热点问题。研究学生在使用教育APP进行实践操作的影响因素及其实践成效,对高职高技能培养具有十分重要意义。通过技术接受模型(Technology Acceptance Model)对数据分析研究发现:感知有用性对行为意图具有负向影响,对使用态度影响不显著;使用态度对行为意图具有正向影响;感知易用性对态度、感知有用性具有显著正影响;教育APP在实践教学中对提升教学效果有重要作用;性别因素对教育APP的接受程度并无区别;班级规模对教育APP使用效果无显著影响。 相似文献
9.
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
10.
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11.
Bart Rienties Bas Giesbers Simon Lygo-Baker Hoi Wah Serena Ma Roger Rees 《Interactive Learning Environments》2016,24(3):539-552
After a decade of virtual learning environments (VLEs) in higher education, many teachers still use only a minimum of its affordances. This study looked at how academic staff interacted with a new and unknown VLE in order to understand how technology acceptance and support materials influence (perceived and actual) task performance. In an experimental design, 36 participants were split into a control (online help) and experimental (instructor video) condition and completed five common teaching tasks in a new VLE. In contrast to most technology acceptance model research, this study found that perceived usefulness of the VLE was not related to (perceived) task performance. Perceived ease of use was related to intentions and actual behaviour in the VLE. Furthermore, no significant difference was found between the two conditions, although the experimental condition led to a (marginal) increase in time to complete the tasks. 相似文献
12.
课堂教学中教师合理接受信息技术,能有效发挥信息技术使用效能,提高课堂教学效果。通过探讨课堂教学中影响教师信息技术接受行为的主要因素,发现技术接受模型(TAM)和任务技术匹配模型(TTF)被引入到了教师信息技术接受行为模型的构建中。实证分析的结果表明:教学经验、教学效能感、技术特性、教学环境、任务技术适配度对教师的易用认知有显著影响;易用认知、任务技术适配度对教师有用认知有显著影响;有用认知和易用认知对教师信息技术接受意向有影响。研究结果从实证角度,为教师合理接受信息技术提供了依据。 相似文献
13.
C. Carissoli A. F. Di Natale M. Caputo S. Triberti F. La Paglia D. La Barbera 《学校用计算机》2013,30(3):188-204
Despite research having highlighted the positive outcomes of the use of videogames to learn, their integration into school contexts remains rare. Literature recognizes the importance of user’s technology acceptance to predict the intention to use and the adoption of new technology in several settings. So far, investigations have primarily focused on students’ and teachers’ opinions, while only a few studies have considered the role of parents. This study aimed to investigate the role of the dimensions of the technology acceptance model on parental preference (254 Italian parents) for the adoption of videogames in primary or secondary schools. Results revealed that 71% of the variance of parental acceptance of videogames is explained by perceived usefulness, perceived ease of use, learning opportunities, and parental game expertise. Initiatives aimed to increase parental understanding of videogames as educational tools are encouraged. 相似文献
14.
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
15.
Mohsen Saghapour Mohammad Iranmanesh Suhaiza Zailani Gerald Guan Gan Goh 《Education and Information Technologies》2018,23(2):777-795
This study has determined the determinants of the perceived ease of use and perceived usefulness and their influence on campus portal usage. A quantitative approach was employed, using a five-point Likert scale questionnaire, adapted from previous studies. Data were gathered through a survey conducted with 341 staff working in the University of Malaya and were analysed using the partial least squares technique. The results indicate that the ease of finding and ease of understanding have a positive impact on the perceived ease of use of the campus portal. Furthermore, this study also reported a significant positive effect of service quality, information, and process on perceived usefulness of the campus portal. Our study suggests that the perceived ease of use and usefulness are vital towards enhancing the usage frequency and volume of the campus portal. This study broadens the knowledge concerning factors that increase campus portal usage which will enable academic institutions to refine the campus portal thus enhancing the portal usage. 相似文献
16.
学习者使用MOOC平台进行学习活动的意向,不仅取决于课程质量,MOOC平台的功能体验也十分重要。通过问卷设计、发放、收集与分析,并采用结构方程模型分析方法进行检验,构建了基于MOOC平台功能用户体验的MOOC学习者持续使用意向模型。路径分析结果显示,MOOC平台功能的感官体验与感知易用性、交互体验与感知有用性、感知易用性与感知有用性、感知有用性与情感体验、感知有用性与平台持续使用意向、情感体验与平台持续使用意向具有正相关影响。最后,文章提出了提升用户体验的三点建议。 相似文献
17.
温州在校大学生接受移动学习的影响因素分析——基于扩展技术接受模型的实证研究 总被引：1，自引：0，他引：1
文章基于技术接受模型,增加感知财政成本和资源优化性两个外部变量,提出了针对大学生移动学习的扩展技术接受模型,对影响大学生接受移动学习这种新型学习方式的关键因素进行了实证分析和检验。研究发现,资源优化性、感知财政成本、感知有用性、感知易用性是直接影响大学生接受移动学习的重要因素。 相似文献
18.
Margaretha Gertruida Johanna Maré Maryke Anneke Mihai 《Journal of Research on Technology in Education》2018,50(4):333-349
AbstractThis research was conducted to explore factors that influence the technology acceptance of teachers who are employed at a school where there is wide access to different types of technology. While previous research identified perceived ease of use and perceived usefulness as variables in technology acceptance, not many studies give details about the determining factors of teachers who are given extensive access to a wide variety of educational technology. The researcher therefore aimed to identify distinct aspects that deter the use of the available technology, while also establishing the motivating factors in the target school. Semistructured interviews were conducted with five divergent volunteers. The transcribed interviews were analyzed qualitatively using Atlas.ti to assist in identifying emerging patterns. Through the analyses it became evident that although teachers are presented with technology and recognize the usefulness thereof, flaws in support from the institution are increasingly deterring even teachers with a high technology acceptance from using available technology. It is the researchers’ recommendation that members of management set clear implementation goals to staff members, while dedicating themselves to prioritizing issues such as infrastructure, maintenance of hardware, and effective training opportunities. (Keywords: technology acceptance model, perceived ease of use, perceived usefulness) 相似文献
19.
ABSTRACT Electronic performance support systems (EPSS) deliver relevant support information to users while they are performing tasks. The present study examined the effect of different types of EPSS on user performance, attitudes, system use and time on task. Employees at a manufacturing company were asked to complete a procedural software task and received support from either an intrinsic, extrinsic, external performance support system or no system at all. Results revealed significant differences on performance, attitudes and use between several treatment groups. The study suggests that providing any kind of EPSS to support task performance is better than having none at all. In addition, designers can improve user performance, attitudes and use by creating systems that integrate with the primary work interface. 相似文献
20.
David A. Sprenger Adrian Schwaninger 《British journal of educational technology : journal of the Council for Educational Technology》2023,54(4):857-877
The technology acceptance model (TAM) uses perceived usefulness and perceived ease of use to predict the intention to use a technology which is important when deciding to invest in a technology. Its extension for e-learning (the general extended technology acceptance model for e-learning; GETAMEL) adds subjective norm to predict the intention to use. Technology acceptance is typically measured after the technology has been used for at least three months. This study aims to identify whether a minimal amount of exposure to the technology using video demonstrations is sufficient to predict the intention to use it three months later. In two studies—one using TAM and one using GETAMEL—we showed students of different cohorts (94 and 111 participants, respectively) video demonstrations of four digital technologies (classroom response system, classroom chat, e-lectures, mobile virtual reality). We then measured technology acceptance immediately after the demonstration and after three months of technology use. Using partial least squares modelling, we found that perceived usefulness significantly predicted the intention to use three months later. In GETAMEL, perceived usefulness significantly predicted the intention to use for three of the four learning technologies, while subjective norm only predicted the intention to use for mobile virtual reality. We conclude that video demonstrations can provide valuable insight for decision-makers and educators on whether students will use a technology before investing in it.
Practitioner notes
What is already known about this topic- The technology acceptance model helps decision-makers to determine whether students and teachers will adopt a new technology.
- Technology acceptance is typically measured after users have used the technology for three to twelve months.
- Perceived usefulness is a strong predictor of intention to use the technology.
- The predictive power of perceived ease of use for the intention to use varies from insignificant to strong.
- For the four digital learning technologies (classroom chat, classroom response system, e-lectures and mobile virtual reality), we measure technology acceptance after a video demonstration and again after three months of usage.
- Using structural equation modelling, we are able to predict intention to use after three months, with perceived usefulness measured after the video demonstration.
- We replicate these findings with a second study using the general extended technology acceptance model.
- Short video demonstrations can provide information for educators to predict whether students will use a technology.
- Early impressions of perceived usefulness are very important and valuable to predict whether students will use a technology.