PubMed Health⌕ Search

PubMed · 15186869

Comparative analysis of conventional and an adaptive computer-based hypoglycaemia education programs.

Abstract

Adaptive interactive computer-based education programs which can be personalized to patients' needs and skills might be more suitable for patients' training as compared to conventional ones. We tested whether there are differences between an adaptive and a conventional version of a computer-based hypoglycaemia education program concerning successful training and user friendliness. One hundred and twenty randomized diabetic patients were enrolled in this study. The two different programs were compared by using the following criteria: (1) the number of actions needed to get out of or prevent hypoglycaemia, (2) the need for external help, (3) the average time needed for completing one task and (4) user friendliness as determined by a questionnaire. Patients using the adaptive computer-based hypoglycaemia education program needed less actions to get out of or prevent hypoglycaemia, less external help and less time to finish tasks. Furthermore, the user friendliness of the adaptive computer program received a significantly better rating by the patients. The adaptive computer-based hypoglycaemia education program shows significantly better results as compared to a conventional one. Therefore, using adaptive computer-based programs might be helpful for education of patients.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Istvan-Tibor Nebel, Thorsten Klemm, Mathias Fasshauer, Ulrich Müller, Hans-Joachim Verlohren, Antje Klaiberg, Ralf Paschke. 2004. Comparative analysis of conventional and an adaptive computer-based hypoglycaemia education programs.. https://doi.org/10.1016/j.pec.2003.03.003

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related citations

Evaluation of an intelligent tutoring system in pathology: effects of external representation on performance gains, metacognition, and acceptance.

OBJECTIVE: Determine effects of computer-based tutoring on diagnostic performance gains, meta-cognition, and acceptance using two different problem representations. Describe impact of tutoring on spectrum of diagnostic skills required for task performance. Identify key features of student-tutor interaction contributing to learning gains. DESIGN: Prospective, between-subjects study, controlled for participant level of training. Resident physicians in two academic pathology programs spent four hours using one of two interfaces which differed mainly in external problem representation. The case-focused representation provided an open-learning environment in which students were free to explore evidence-hypothesis relationships within a case, but could not visualize the entire diagnostic space. The knowledge-focused representation provided an interactive representation of the entire diagnostic space, which more tightly constrained student actions. MEASUREMENTS: Metrics included results of pretest, post-test and retention-test for multiple choice and case diagnosis tests, ratios of performance to student reported certainty, results of participant survey, learning curves, and interaction behaviors during tutoring. RESULTS: Students had highly significant learning gains after one tutoring session. Learning was retained at one week. There were no differences between the two interfaces in learning gains on post-test or retention test. Only students in the knowledge-focused interface exhibited significant metacognitive gains from pretest to post-test and pretest to retention test. Students rated the knowledge-focused interface significantly higher than the case-focused interface. CONCLUSIONS: Cognitive tutoring is associated with improved diagnostic performance in a complex medical domain. The effect is retained at one-week post-training. Knowledge-focused external problem representation shows an advantage over case-focused representation for metacognitive effects and user acceptance.

Attitude to Computers↗