Mental models: towards a cognitive science of language, inference, and consciousness
Mental models: towards a cognitive science of language, inference, and consciousness
International Journal of Man-Machine Studies
A theory of the origins of human knowledge
Artificial Intelligence
Mental models: theory and application in human factors
Human Factors
The importance of learning style in end-user training
MIS Quarterly
Learning and using text-editors and other application programs
Cognitive ergonomics
Mental models: concepts for human-computer interaction research
International Journal of Man-Machine Studies
Rethinking end-user training strategy: applying a hierarchical knowledge-level model
Journal of End User Computing - Special issue on end user computing: clarity, change, choice
The role of training in preparing end users to learn related software
Journal of End User Computing
A diagnosis of beginning programmers' misconceptions of BASIC programming statements
Communications of the ACM
Mission Critical: Realizing the Promise of Enterprise Systems
Mission Critical: Realizing the Promise of Enterprise Systems
End-user training methods: what we know, need to know
Proceedings of the 2006 ACM SIGMIS CPR conference on computer personnel research: Forty four years of computer personnel research: achievements, challenges & the future
End-user training methods: what we know, need to know
ACM SIGMIS Database
Proceedings of International Conference on Information Integration and Web-based Applications & Services
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Enterprise Resource Planning (ERP) systems are large, complex integrated software applications that often take years to implement. This study examined a major determinant of successful ERP implementation, end-user training. Specifically, this study advances research in the area of ERP software through examining end-user training strategies that may impact the effective use of these complex systems. The Sein, Bostrom, and Olfman [19] Hierarchical Knowledge-Level model is applied in an experiment to develop more effective ERP training strategies. The experiment was a non-equivalent quasi-experimental design involving two groups of approximately 35 senior business students: one group was given the introduction of ERP workflow concepts as an advance organizer (TCT Group); the other received traditional, procedurally-oriented (PT Group) ERP training over the same 5 week time period. A series of post-test measures were administered after each training treatment, and ten days after all treatments concluded. The study finds that a workflow conceptual advanced organizer strategy (TCT group) improves end-users' mental model accuracy over time as demonstrated by the subjects' ability to recall ERP specific concepts. Results indicate that a conceptual advance organizer is an important component of ERP training and should be incorporated into an organization's training strategy.