NWEA Triangulating with Other Data 4 — Questions and Answers
Question 1: A district uses MAP Growth, graduation rates, and college remediation rates together to evaluate program effectiveness. This is an example of:
- Formative assessment triangulation
- Multi-level outcome triangulation across time (Correct answer)
- Norm-referenced benchmarking
- Criterion-referenced alignment
Correct answer: Multi-level outcome triangulation across time
Combining short-term MAP data with long-term outcomes like remediation rates provides a longitudinal view of program impact.
Question 2: Which of the following is the greatest risk of relying on MAP data alone without triangulation?
- Teachers will misuse the data
- Contextual factors like poverty, disability, or language proficiency will be overlooked (Correct answer)
- Students will be over-tested
- MAP scores will be shared publicly
Correct answer: Contextual factors like poverty, disability, or language proficiency will be overlooked
Without triangulation, single-measure decisions ignore the many contextual variables that shape student performance and lead to inequitable outcomes.
Question 3: A school improvement team compares MAP scores at three time points with professional development dates for teachers. This analysis is designed to:
- Evaluate students' test-taking stamina
- Determine whether professional development investments correlate with student growth (Correct answer)
- Set new MAP growth norms for the district
- Reduce the number of MAP testing windows
Correct answer: Determine whether professional development investments correlate with student growth
Aligning PD timelines with growth data helps schools assess whether instructional coaching investments are producing measurable student outcomes.
Question 4: A student's MAP scores show consistent growth, but the student's mother reports concerns about anxiety during test periods. How should this information be used?
- Ignore the parental report since MAP scores are positive
- Include the parental report as contextual data to monitor student well-being and test conditions (Correct answer)
- Remove the student from future MAP testing
- Adjust the student's scores to account for anxiety
Correct answer: Include the parental report as contextual data to monitor student well-being and test conditions
Parent-reported observations about testing conditions are valid contextual data that can inform testing accommodations and interpretation of scores.
Question 5: When comparing MAP RIT scores to state percentile rankings, educators should be aware that:
- RIT scores and percentiles measure the same thing
- RIT is an equal-interval scale measuring growth, while percentiles measure relative rank among peers (Correct answer)
- Percentiles are more accurate than RIT scores
- RIT scores change as the norm sample changes
Correct answer: RIT is an equal-interval scale measuring growth, while percentiles measure relative rank among peers
RIT scores are on an equal-interval scale that measures absolute growth over time, while percentiles reflect a student's standing relative to a norming group.
Question 6: A third-grade teacher triangulates MAP data with running records and reading conferences. The primary benefit of this approach is:
- Reducing the amount of time spent on formal assessment
- Combining quantitative scale scores with qualitative literacy behavior data for richer diagnosis (Correct answer)
- Replacing MAP with more authentic assessments
- Satisfying district data collection mandates
Correct answer: Combining quantitative scale scores with qualitative literacy behavior data for richer diagnosis
Qualitative literacy data from running records and conferences reveals reading behaviors and strategies that standardized scores alone cannot capture.
Question 7: If MAP data shows a school-wide drop in math scores following a curriculum change, the most important triangulation data source would be:
- Student demographic information
- Classroom implementation fidelity data showing how consistently the new curriculum was delivered (Correct answer)
- National MAP norms from five years ago
- Teacher satisfaction surveys
Correct answer: Classroom implementation fidelity data showing how consistently the new curriculum was delivered
Implementation fidelity data is essential for determining whether a curriculum change caused the decline or whether inconsistent delivery is the confounding factor.
NWEA Triangulating with Other Data 4
A district uses MAP Growth, graduation rates, and college remediation rates together to evaluate program effectiveness.
This is an example of: