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Pawsitive Interactions

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Open Research Archive

An open-access repository dedicated to advancing empirical research, behavioral systems, and applied behavior analysis in domestic canine science.

Showing 3 Published Papers
Series Paper No. 001 Published: June 2026

Bridging the Attrition-Logging Gap: Utilizing Tiered Engagement Models to Capture Real-World Behavioral Evidence in Canine Science

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

Mitigating Intervention Drift: Automated Protocol Generation and Real-Time Data Monitoring in Applied Animal Behavior

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

Single-Case Design in the Digital Age: Automating Inter-Observer Agreement (IOA) Verification via Cloud-Based Behavioral Platforms

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.