license: cc-by-4.0
language:
- en
tags:
- school
- psychology
MTSS School-Based Behavioral Health QA Dataset
This dataset contains a curated collection of real-world questions and corresponding expert responses related to Multi-Tiered Systems of Support (MTSS) and school-based behavioral health integration. Questions vary in style—ranging from open-ended reflections to specific, context-based prompts—and are often rooted in realistic school scenarios, with some referencing external case files.
Dataset Summary
The dataset is designed to evaluate large language models (LLMs) on nuanced, domain-specific question-answering tasks. It captures authentic school-based inquiries around integrating behavioral health practices into academic systems.
Each entry includes:
- A question posed by a school professional (e.g., administrator, counselor, MTSS specialist)
- A gold standard answer, written by subject matter experts
- The role of the participant
- A reference to case files (when applicable)
This dataset enables fine-grained assessment of LLM performance on educational, behavioral health, and systems-level implementation topics.
Dataset Structure
| Column | Description |
|---|---|
questions |
Real-world queries about MTSS and school-based behavioral health practices |
gold_answers |
Human-validated answers providing expert guidance or reflection |
roles |
Role of the person involved (e.g., School_Admin, Counselor, etc.) |
case_files |
Linked case information or placeholder (none if not applicable) |
Example Entry
{
"questions": "We are just starting with MTSS. What are the core features of the framework? Where should we begin?",
"gold_answers": "Core features: Effective teams, using data... (full structured response)",
"roles": "School_Admin",
"case_files": "none"
}