The purpose of this article is to examine the robustness of the modified Beta distribution as a probability distribution of lot fraction defectives in Bayesian acceptance sampling for statistical quality control. In complex manufacturing systems, a production process may consist of multiple producti
The interaction of instructional representation and aptitude for performing statistical quality control tasks
โ Scribed by Sheau-Farn Liang; Richard J. Koubek
- Publisher
- John Wiley and Sons
- Year
- 1997
- Tongue
- English
- Weight
- 166 KB
- Volume
- 7
- Category
- Article
- ISSN
- 1090-8471
No coin nor oath required. For personal study only.
โฆ Synopsis
Due to the fast pace of changing technologies and increasing job requirements for cognitive skills, workers are forced to update their cognitive skills continually. Consequently, there is a demand in current manufacturing environments for a training program that can improve cognitive task performance of workers. Instructional design is a key step in the design of training programs. Research in Aptitude-Treatment Interaction (ATI) and Instructional Systems Development (ISD) is reviewed in this study, and an integrative approach for instructional design is derived. Results from this study indicate that individual difference in prior achievement is a significant determinant of performance on statistical quality control (SQC) tasks. Also, with the same familiarity level of domain concepts, subjects with higher prior achievement perform better than those with lower prior achievement when more instructional support in procedural instructional representation is presented. However, this evidence is not found with less instructional support in procedural instructional representation. It is concluded that instructional design in SQC or related task domains must account for the individual difference in prior achievement and consider the instructional representation to facilitate the learning process and enhance task performance.
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## Abstract With the widespread use of electronic interfaces in data collection, many networks have increased, or will increase, the sampling rate and add more sensors. The associated increase in data volume will naturally lead to an increased reliance on automatic quality assurance (QA) procedures