Assessment of structural knowledge as a training outcome in process control environments.

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 Factors

journal_title

Human factors

authors

Burkolter D,Meyer B,Kluge A,Sauer J

doi

10.1177/0018720810367646

subject

Has Abstract

pub_date

2010-02-01 00:00:00

pages

119-38

issue

1

eissn

0018-7208

issn

1547-8181

journal_volume

52

pub_type

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