Series Paper No. 001
Published: June 2026
Pawsitive Interactions Research Group
Traditional canine behavioral studies frequently suffer from selection bias, isolating data to highly compliant subjects under sterile conditions. This paper introduces a multi-tiered engagement architecture designed to aggregate both high-fidelity clinical intervention data and unconstrained real-world observational data...
Series Paper No. 002
Published: July 2026
Pawsitive Interactions Research Group
Intervention drift remains a primary point of failure in home-based behavioral modification programs. We examine the efficacy of automated artificial intelligence protocol generation coupled with real-time statistical anomaly detection to intercept compliance decay, maintain protocol fidelity, and improve overall behavioral outcomes.
Series Paper No. 003
Published: July 2026
Pawsitive Interactions Research Group
Calculating and verifying Inter-Observer Agreement (IOA) in field-based single-case experimental designs is often administratively prohibitive. This paper evaluates a cloud-based algorithmic workflow for automated IOA calculation, streamlining data validation for academic labs, student practicums, and professional consultants.