Abstract:
OBJECTIVE:The objective of the present studies was to apply a novel method for structural knowledge assessment to process control to assess the potential of its measures as a training outcome. BACKGROUND:Traditionally, knowledge is assessed by verbal achievement tests on the subject matter. However, traditional methods are regarded as limited in their ability to assess higher-order learning or understanding. METHOD:Two experiments (Experiment 1, N= 41; Experiment 2, N= 50) were conducted in which participants were given a 4-hr training session on a simulated process control task. At a later testing session, participants worked on the task for 70 min and completed knowledge tests on declarative, procedural, and structural knowledge. Structural knowledge was measured with the computer-based Association Structure Test (AST), which combines an association task and Pathfinder network on the basis of relatedness ratings. RESULTS:In both studies, structural knowledge was significantly related to diagnostic performance, and evidence was found for internal consistency as well as convergent and predictive validity. CONCLUSION:Findings indicate that structural assessment with the AST shows promise as a training outcome in process control. APPLICATION:Potential applications of this research include the improvement of training design, delivery, and evaluation.
journal_name
Hum Factorsjournal_title
Human factorsauthors
Burkolter D,Meyer B,Kluge A,Sauer Jdoi
10.1177/0018720810367646subject
Has Abstractpub_date
2010-02-01 00:00:00pages
119-38issue
1eissn
0018-7208issn
1547-8181journal_volume
52pub_type
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