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Updated: Jul 4, 2026

Assessing the Multiple Dimensions of Engagement to Characterize Learning: A Neurophysiological Perspective
Published on: July 1, 2015
Evaluating the predictive validity of a single stimulus engagement preference assessment
L P Hagopian1, K S Rush, A B Lewin
1Department of Behavioral Psychology, Kennedy Krieger Institute, Baltimore, Maryland 21205, USA. Hagopian@kennedykrieger.org
Single stimulus engagement (SSE) preference assessments, measuring time spent with items, predicted reinforcer effectiveness in all participants. While less stable than paired assessments, SSE is useful for individuals with selection difficulties.
Area of Science:
- Behavioral science
- Applied behavior analysis
Background:
- Preference assessments are crucial for identifying effective reinforcers.
- Traditional methods often involve direct choice between stimuli.
- Engagement duration is an emerging metric for preference evaluation.
Purpose of the Study:
- To evaluate the predictive validity of single stimulus engagement (SSE) preference assessments.
- To compare SSE with paired stimulus preference assessments.
- To determine the utility of SSE for individuals with specific challenges.
Main Methods:
- Four participants underwent SSE and paired stimulus preference assessments.
- Stimuli were presented individually for SSE, with engagement duration recorded.
- Reinforcer effectiveness was assessed using a concurrent-schedule procedure.
Main Results:
- SSE preference rankings aligned with paired assessment rankings for 2 out of 4 participants.
- Duration-based SSE rankings accurately predicted relative reinforcer effectiveness for all participants.
- SSE was quicker to administer but yielded less stable rankings than paired assessments.
Conclusions:
- Single stimulus engagement assessments effectively predict reinforcer effectiveness, even with varied preference ranking concordance.
- SSE is a valuable tool for individuals who struggle with stimulus selection or when stimuli are difficult to pair.
- The efficiency and applicability of SSE make it a promising alternative preference assessment method.
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