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PIPA: Data Collection, Measurement, and Progress Monitoring

PIPA · Work through your exam, one topic at a time.

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Data Collection, Measurement, and Progress Monitoring

Data Collection, Measurement, and Progress Monitoring tests whether you can define behavior, choose a measurement system, and use data to make decisions. Expect questions on continuous and discontinuous recording, interobserver agreement, treatment integrity, and visual analysis.

Core rules

  • Operational definitions are observable, measurable, and include examples and non-examples.
  • Continuous measures include frequency, rate, duration, latency, and inter-response time. Use rate when observation time varies.
  • Discontinuous measures include whole-interval (tends to underestimate), partial-interval (tends to overestimate), and momentary time sampling.
  • Interobserver agreement can be calculated by total count, exact agreement, or interval-by-interval methods; train observers to prevent drift.
  • Treatment integrity measures whether the plan was implemented as written.
  • Graph data and analyze level, trend, and variability; collect a stable baseline before intervening.

Worked example

A 20-minute session records 8 hits, so rate is 0.4 per minute. Two observers agree on 10 of 12 intervals: interval-by-interval agreement is 83%. The graph shows a stable baseline, an immediate drop after intervention, and a slight downward trend. The team continues the plan and monitors fidelity.

Traps

Confusing percent of intervals with frequency; using frequency when opportunities vary; ignoring reactivity; accepting low agreement; and making decisions from a short or unstable baseline.