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Towards a Framework for Socially Influencing Systems: Meta-analysis of Four PLS-SEM Based Studies
[chapter]
2015
Lecture Notes in Computer Science
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As a result, the analysis provides grounds for seminal steps towards the development and advancement of a framework for designing and evaluating socially influencing systems. ...
Following that, it analyzes four partial least squares structural equation modeling (PLS-SEM) based empirical studies to examine the interconnectedness of their social influence aspects. ...
Thereafter, it provides a meta-analysis of four empirical studies based on partial least squares structural equation modeling (PLS-SEM) methodology and reports seminal steps towards a framework structure ...
doi:10.1007/978-3-319-20306-5_16
fatcat:uum7m5pponbrjnrsmfmxesk2mi
How Organizational Culture Affects Information System Success: The Case of an Indonesia IT-Based Company
2018
Journal of Information Systems Engineering and Business Intelligence
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The OCAI assessment shows that the company has a tendency toward clan culture which is quite unexpected for an IT-based company. ...
However, further analysis shows that the company has successfully mixed clan culture with the less-dominant types of culture to create a conducive culture for the success of information system implementation ...
Based on that result therefore partial least square for structural equation modeling (PLS-SEM) is being used for data analysis since PLS does not need the data to be normally distributed [37] . ...
doi:10.20473/jisebi.4.2.84-95
fatcat:fg4d62nanbdqdg7rcqs7o7ynby
Linking System Quality, Information Quality and Intention of Use to Student Satisfaction of Student Information System in China
2021
Bioscience Biotechnology Research Communications
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PLS-(SEM) approach was embraced for the investigation of data using PLS graph software. ...
The study was analyzed based on user satisfaction within the system, information quality, and intention to use. ...
PLS-SEM approach was embraced for the investigation of data using PLS graph software. The iS scholarly network utilizes this product as a standard. ...
doi:10.21786/bbrc/14.5/56
fatcat:znxmiap3aff5zlcl6mjc3vrpfy
E-Learning System Use During Emergency: An Empirical Study During the COVID-19 Pandemic
2021
Frontiers in Education
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To exam the model on the basis of user data from the e-learning system used collected through an online survey, structural equation modeling (SEM) and path analysis were used. ...
In addition, this article aims to include a literature review of recently published research on the actual use of the e-learning system during the pandemic of COVID-19. ...
The primary statistical analysis method was PLS-SEM, with SPSS software used for data analysis; in this research, the sample size for the analysis was determined using Roscoe's rule of thumb (Sekaran ...
doi:10.3389/feduc.2021.677753
fatcat:jxdvbcba4nc7pl3qqzepwrxr6a
A Theory-Driven Design Framework for Social Recommender Systems
2010
Journal of the AIS
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We designed, developed, and tested a recommender system based on these principles, and found that the same types of relationships yield the best recommendation accuracy. ...
A behavioral study found that some social relationships (e.g., competence, benevolence) are most likely to affect a recipient's advice-taking decision. ...
The authors also thank the JAIS Senior Editor an d anonymous reviewers for very constructive comments on earlier drafts of this paper. ...
doi:10.17705/1jais.00237
fatcat:pklj2rtkincvxbul6ecoadnhiq
The Effects of UTAUT and Usability Qualities on Students' Use of Learning Management Systems in Saudi Tertiary Education
2020
Journal of Information Technology Education
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Methodology: Based on survey data from 605 respondents, the Partial Least Squares Structural Equation Modelling (PLS-SEM) technique was employed to assess the model. ...
Administrators and designers could also better understand areas of improvement for usability issues and develop design solutions based on the findings of this study. ...
Finally, the proposed model has been tested using PLS-SEM, a sophisticated multivariate analysis. ...
doi:10.28945/4659
fatcat:h4fi24pbszgznewxnhn7l76jha
Information Security Behavior and Information Security Policy Compliance: A Systematic Literature Review for Identifying the Transformation Process from Noncompliance to Compliance
2021
Applied Sciences
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Therefore, we conducted a systematic literature review (SLR), highlighting the studies done concerning information security behavior (ISB) towards ISPC in multiple settings: research frameworks, research ...
This SLR contributes to information system security literature by providing a behavior transformation process model based on the existing ISPC literature. ...
Acknowledgments: The authors would also like to thank the Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Malaysia, for facilitating this research study. ...
doi:10.3390/app11083383
fatcat:ckikgmvjzvaildzug3adscwboa
The Key Factors in Adopting an Electronic Records Management System (ERMS) in the Educational Sector: A UTAUT-Based Framework
2019
IEEE Access
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These survey responses led the study to propose a framework that identifies the critical factors that influence the adoption of ERMSs in HPEs. ...
With this in mind, this paper proposes a framework that identifies the key factors that influence HPEs in adopting their own ERMS. ...
ACKNOWLEDGEMENTS The authors would like to thank Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia by giving the authors an opportunity to conduct this research. ...
doi:10.1109/access.2019.2904617
fatcat:c2lqgszmkzgndjp3nqptencpeq
Empirical Studies on Online Information Privacy Concerns: Literature Review and an Integrative Framework
2011
Communications of the Association for Information Systems
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Based on a review on empirical studies in this area, this research summarizes the conceptualizations of privacy concerns and the antecedents and consequences. ...
In this framework, a person's concern for information privacy regarding a specific e-commerce website is distinguished from his/her concern for information privacy regarding the general e-commerce environment ...
For data analysis methods, half of the studies (forty-four) applied the Structural Equation Modeling (SEM) approach, including the component-based SEM (PLS) and the covariance-based SEM (LISREL). ...
doi:10.17705/1cais.02828
fatcat:owdeixngw5aljlb4h6xs2japym
Obstacles to Building Effective Theory about Attitudes and Behaviours Towards Technology
[chapter]
2012
Information Systems Foundations: Theory Building in Information Systems
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Theories of attitudes and behaviours towards technology have formed part of the core of the Information Systems discipline for thirty years, but despite this, there is still relatively little consensus ...
We define each potential obstacle, explain why it is a problem, and offer some alternatives. ...
by replicatory studies, re-analysis and meta-analysis. ...
doi:10.22459/isf.10.2012.02
fatcat:t342ytzoufdfrctswk2mgpob3q
Old But Not Out: Social Media Use and Older Adults' Life Satisfaction
2022
Australasian Journal of Information Systems
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Social media has the potential to have a positive influence on older adults' quality of life. ...
This study explores how older adults use social media and the implications of the use on their life satisfaction. A sequential mixed-method approach is used. ...
Therefore, we believe that PLS-SEM is an appropriate analysis method.
Results We first present the respondents' patterns of social media use and levels of satisfaction. ...
doi:10.3127/ajis.v26i0.3269
fatcat:tvv5md4bovch3gmzdmtq7q32xu
Application of Learning Management System (LMS) during the COVID-19 Pandemic: A Sustainable Acceptance Model of the Expansion Technology Approach
2021
Sustainability
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On the basis of LMS usage data obtained from an online survey, structural equation modeling (SEM) and route analysis were utilized to verify the research model, a survey consisting of student LMS users ...
However, the Learning Management System (LMS) is the perfect approach for fostering the dedication of students to content in education like sustainability. ...
According to Krejcie and Morgan's methodology [63] , the major statistical analysis method was PLS-SEM, with SPSS software utilized for data analysis. ...
doi:10.3390/su131910991
fatcat:a5vhhjpsprbstfcxz2qqi4qgn4
Understanding the Nature of Use Regarding System Development and Management Methodologies -- Using Psychoanalysis to Understand the Influences of Methodology Attributes
2013
2013 46th Hawaii International Conference on System Sciences
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Based on a sample size of 2645 participants, and using the structural equation modeling technique, we find that a user's need for achievement and need for cognition moderate the impact of project management ...
Applying a diffusion of innovations perspective, we develop a conceptual model to examine how methodology attributes interact with users psychological needs to influence a user's resistant use behavior ...
Data was collected via an online survey for a period of four months. ...
doi:10.1109/hicss.2013.584
dblp:conf/hicss/MohanAK13
fatcat:m74u6xroxzd4nknpmshoa4ipcq
Evaluating Factors Affecting User Satisfaction in University Enterprise Content Management (ECM) Systems
2020
The Electronic Journal of Information Systems Evaluation
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As a case study and using the D&M IS Success Model as a guiding lens, this paper explored the factors that influence Limkokwing University of Creative Technology (LUCT) Students to use the university's ...
However, there is a paucity of research that has evaluated the factors that account for students using their university's portals. ...
Therefore, the use of PLS-SEM method was reasonable with the small sample size of 138 respondents. Also, PLS-SEM has been used in most recent studies across different disciplines. ...
doi:10.34190/ejise.20.23.1.001
fatcat:weyrk7fjhzhnvgz4p334u64wya
A Systematic Review of Questionnaire-Based Quantitative Research on MOOCs
2021
International Review of Research in Open and Distance Learning
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This study explored the research topics and paradigms of questionnaire-based quantitative research on MOOCs by reviewing 126 articles available in the Science Citation Index (SCI) and Social Sciences Citation ...
This comprehensive overview showed that: (a) the top three MOOC research topics were the factors influencing learners' performance, dropout rates and continuance intention to use MOOCs, and assessing MOOCs ...
SEM is a statistical method to analyze the relationship between variables based on a covariance matrix of variables for multivariate data analysis. ...
doi:10.19173/irrodl.v22i2.5208
doaj:2e3c236b51714afc9c859d96c2809118
fatcat:vjiu7zmgtjdcncwmomktb5rrhm
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