The effect of adaptive performance support system on learning achievements of students

Petrus A.M. Kommers, S. Stoyanov, Slavi Stoyanov, Nevena Mileva, Catalina Martinez Mediano

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
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Abstract

The study compares the effectiveness of two performance support systems, adaptive and non-adaptive, on learning achievements of engineering students. In addition, the research design controls for a possible effect of learning style. The analysis reveals that students working with an adaptive performance support system score significantly higher than students using a non-adaptive performance system on a performance test across different learning styles. The only variation in the two experimental conditions, manipulated in the study, is embedded adaptive arrangement based on learning style. Embedded adaptation mode accommodates learning preferences of students through the structure of learning content as an association between types of learning content and different learning styles is assumed. Learning style does not produce a significant difference in the performance achievements of students and there is no indication for an interaction effect between performance support system as a method of instruction and learning style. These results are explained by two theoretical positions introduced in the background of the study, namely coping behaviour and the distinction between level and style type of cognitive constructs.
Original languageEnglish
Pages (from-to)351-365
Number of pages15
JournalInternational journal of continuing engineering education and life-long learning
Volume18
Issue number3
DOIs
Publication statusPublished - 2008

Fingerprint

Students
learning
performance
student
Adaptive systems
coping behavior
research planning
indication
engineering
instruction
interaction

Keywords

  • METIS-253486
  • IR-94470

Cite this

Kommers, Petrus A.M. ; Stoyanov, S. ; Stoyanov, Slavi ; Mileva, Nevena ; Martinez Mediano, Catalina. / The effect of adaptive performance support system on learning achievements of students. In: International journal of continuing engineering education and life-long learning. 2008 ; Vol. 18, No. 3. pp. 351-365.
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The effect of adaptive performance support system on learning achievements of students. / Kommers, Petrus A.M.; Stoyanov, S.; Stoyanov, Slavi; Mileva, Nevena; Martinez Mediano, Catalina.

In: International journal of continuing engineering education and life-long learning, Vol. 18, No. 3, 2008, p. 351-365.

Research output: Contribution to journalArticleAcademicpeer-review

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AB - The study compares the effectiveness of two performance support systems, adaptive and non-adaptive, on learning achievements of engineering students. In addition, the research design controls for a possible effect of learning style. The analysis reveals that students working with an adaptive performance support system score significantly higher than students using a non-adaptive performance system on a performance test across different learning styles. The only variation in the two experimental conditions, manipulated in the study, is embedded adaptive arrangement based on learning style. Embedded adaptation mode accommodates learning preferences of students through the structure of learning content as an association between types of learning content and different learning styles is assumed. Learning style does not produce a significant difference in the performance achievements of students and there is no indication for an interaction effect between performance support system as a method of instruction and learning style. These results are explained by two theoretical positions introduced in the background of the study, namely coping behaviour and the distinction between level and style type of cognitive constructs.

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