Related Experiment Video
Updated: May 12, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Tailored system to deliver behavioral intervention and manage data in randomized trials
Hua Zheng1, Milagros C Rosal, Carol A Oatis
1Department of Orthopedics and Physical Rehabilitation, University of Massachusetts Medical School, Worcester, MA 01655, United States.
A new system enhanced behavioral counseling intervention fidelity and process data collection for total knee replacement patients. This technology supports high-quality clinical trials and future widespread adoption.
Area of Science:
- Behavioral intervention science
- Clinical trial methodology
- Health informatics
Background:
- Behavioral intervention trials require consistent delivery and comprehensive process data collection.
- Challenges arise from complex human interactions in real-world settings.
- Ensuring intervention fidelity is crucial for trial integrity.
Purpose of the Study:
- To design a system for high-fidelity intervention delivery and efficient data capture.
- To support a telephone-delivered behavioral counseling intervention for post-total knee replacement patients.
- To increase physical activity and function through structured counseling.
Main Methods:
- A tailored system prompted coaches through a 5-step counseling protocol.
- Features included structured data, automated exchange, user-friendly screens, and real-time reporting.
- The system captured patient goals and conversational data.
Main Results:
- The system managed process data for 92 patients across 12 sessions and 992 telephone calls.
- Over 97% of intervention process data fields were completed.
- Coaches spent minimal time preparing for and documenting sessions.
Conclusions:
- The system effectively supported structured behavioral intervention delivery and data collection.
- It met the specific needs of clinical behavioral intervention trials.
- The system shows potential for future high-fidelity implementation in practice and large-scale trials.
More Related Videos
09:39An Open-Source, Fully Customizable 5-Choice Serial Reaction Time Task Toolbox for Automated Behavioral Training of Rodents
Published on: January 19, 2022
10:43Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
Published on: June 10, 2021
Related Concept Videos
Randomized Experiments
Simple randomization
Simple...
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Blinding
Operant Conditioning Intervention
In operant conditioning, behaviors that are...
Behavior Modification
A real-world application of operant conditioning principles is applied...
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs