Dave's Psychomotor Taxonomy Classifier

Model Description

This model classifies educational learning objectives according to R.H. Dave's Psychomotor Domain Taxonomy (1970), which categorizes motor skills and physical abilities into five progressive levels.

Taxonomy Levels

• Level 0: Imitation - Observing and copying actions of others
• Level 1: Manipulation - Performing actions according to instructions
• Level 2: Precision - Skills executed with accuracy and control
• Level 3: Articulation - Coordinating multiple skills and adapting
• Level 4: Naturalization - Automated, unconscious mastery

Model Details

• Model Type: BERT-based sequence classification
• Base Model: bert-base-uncased
• Fine-tuned on: Custom dataset of psychomotor learning objectives
• Language: English
• License: Apache 2.0

Training Data

• Dataset Size: 298 learning objectives
• Balance: ~60 examples per level
• Domains: Medical/Healthcare, Sports, Performing Arts, Skilled Trades, Technology, Culinary Arts, Manufacturing, Emergency Services, Laboratory Sciences, Fine Arts

Usage