Validador ABA

Validates ABA data for accuracy, IOA, and phase logic to support reliable behavior analysis.

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About This Tool

The Validador ABA is a data validation tool designed for Applied Behavior Analysis datasets, supporting single‑case designs and routine ABA programs. It validates core ABA measurements such as frequency, rate, duration, latency, and IRT, ensuring consistent units and proper phase labels. It also computes simple quality metrics and flags anomalies to prevent erroneous conclusions. After input, the tool applies domain rules to verify data integrity and generates structured outputs suitable for graphs and reports. It is intended for BCBA, BCaBA, behavior technicians, researchers, and clinic staff who prepare data for decision making and documentation. The tool differentiates required and optional features: required inputs include client_id, session_date, behavior_label, measurement_type, value, observation_time, and phase; optional inputs include rater_id and IOA_data. Unique value lies in combining validation with basic IOA support and phase-logical checks, enabling QA workflows without automated clinical inferences. Core features include input schema validation, unit normalization, CSV/JSON export, and an interpretable data quality score. Use cases include preparing data before graphing in progress notes, validating datasets for research reports, and QA audits of ABA programs.

How to Use

Step 1: Prepare a dataset with required fields (client_id, session_date, behavior_label, measurement_type, value, observation_time, phase).
Step 2: Provide optional IOA data if available to enable agreement calculations.
Step 3: Run the validator to compute IOA, data quality, and anomaly flags.
Step 4: Review the output: data_quality_score, IOA_percent (if provided), and anomalies.
Step 5: Export validated data for graphing or reporting.
Step 6: Address flagged records, re-run validation to confirm fixes.

How to use validador aba

Frequently Asked Questions

Find Quick Answers

What is the primary purpose of the Validador ABA?
It ensures ABA datasets adhere to measurement standards, computes basic IOA, detects data quality issues, and provides ready-to-use outputs for graphs and reports. It does not replace clinical judgment.
Can IOA data come from multiple raters?
Yes. If provided, IOA_data enables percent agreement calculations. If IOA data is not supplied, IOA is skipped but core data validation remains operational for data integrity checks.
How does the validator handle missing inputs?
Missing required fields trigger explicit validation errors with codes. The tool returns details on missing fields, preventing export until all required inputs are supplied.

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