Inferring Saving in Training Time From Effect Size Estimates

Abstract

Asynchronous training technologies enable students to master material much more rapidly than classroom instruction. Students' time saving represents a major potential benefit of using them. This paper fills a methodology gap in estimating the students' timesaving benefit of asynchronous training technologies. Meta- analyses of their effectiveness yield a statistic called Effect Size. Estimating the benefit in dollar terms requires information regarding the reduction in total training time. This paper presents a methodology for inferring the percentage reduction in students' training time from estimates of Effect Size. It goes on to infer the percentage reductions for three asynchronous training technologies from estimates of their Effect Sizes. Finally, it compares the estimates to some direct measures of training time savings. Asynchronous training technologies enable students to master material much more rapidly than classroom instruction. Students' time saving represents a major potential benefit of using them. This paper fills a methodology gap in estimating the students' timesaving benefit of asynchronous training technologies. Meta- analyses of their effectiveness yield a statistic called Effect Size. Estimating the benefit in dollar terms requires information regarding the reduction in total training time. This paper presents a methodology for inferring the percentage reduction in students' training time from estimates of Effect Size. It goes on to infer the percentage reductions for three asynchronous training technologies from estimates of their Effect Sizes. Finally, it compares the estimates to some direct measures of training time savings.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2000
Accession Number
ADA376948

Entities

People

  • Burke Burright

Organizations

  • Air Force Research Laboratory

Tags

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Computer-Aided Instruction
  • Costs
  • Distance Learning
  • Education
  • Educational Technology
  • Instructions
  • Military Research
  • Military Training
  • Standards
  • Students
  • Training

Fields of Study

  • Education

Readers

  • Applied Combinatorial Optimization and Logic Circuit Design.
  • Military Training and Readiness Simulation
  • Regression Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy