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Research & Evidence-Based Practice Flashcards

7 cards from real ATP practice questions. Tap to flip, then mark Knew It or Still Learning โ€” missed cards come back until you master them.

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  1. Which approach to validity argument, articulated by Messick, emphasizes that validity is a unitary concept focused on:

    Answer: The appropriateness of inferences and actions based on test scores

    Messick's unified conception holds that validity is a single integrated judgment about the degree to which evidence supports the intended interpretations and uses of test scores.

  2. A test developer discovers that a high-stakes certification exam has a significant adverse impact ratio below 4/5 for one ethnic group. The NEXT recommended step is to:

    Answer: Investigate whether the score differences reflect construct-relevant or irrelevant factors

    The 4/5 rule triggers further investigation, not automatic action; the critical question is whether group differences stem from real construct-related factors or test bias.

  3. Which reliability approach is most appropriate for assessing inter-rater agreement on a constructed-response item with ordinal scoring rubrics?

    Answer: Weighted kappa

    Weighted kappa accounts for ordinal scoring by penalizing disagreements proportionally to their distance, making it more appropriate than simple kappa or Pearson r for rubric-scored responses.

  4. Generalizability theory extends classical test theory by partitioning score variance into multiple facets, such as:

    Answer: Person, item, rater, and occasion effects

    G-theory designs allow simultaneous estimation of variance components attributable to persons, items, raters, occasions, and their interactions.

  5. A licensing board wants to set a defensible passing score. Which of the following best strengthens the legal defensibility of the standard-setting process?

    Answer: Documenting the qualifications of panelists and the procedural steps followed

    Legal defensibility depends on transparent documentation of panelist qualifications, training, procedures, and rationale, demonstrating due diligence in the standard-setting process.

  6. Which ethical obligation do test publishers have when research reveals that an operational test measure may be functioning as intended for some populations but not others?

    Answer: Disclose findings, investigate causes, and take corrective action

    Professional and ethical standards require publishers to disclose limitations, investigate differential functioning, and implement corrective measures to protect test-taker welfare.

  7. Which research synthesis method allows quantitative aggregation of effect sizes across multiple independent validity studies?

    Answer: Meta-analysis

    Meta-analysis statistically combines effect sizes (e.g., validity coefficients) from multiple studies, providing a more precise and generalizable estimate than any single study.