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Brandon A. BakiData literacy

For teachers and leaders · one page

Five traps when reading assessment data

Data can show you where to act – or send you the wrong way. Five mistakes even experienced readers make, shown with MAP Growth examples, and what to do instead.

  1. The average hides the spread

    Two classes can share an average of 212 and need very different teaching: one tightly grouped, one running from struggling to far ahead.

    Instead Look at the range, the quartiles and who sits at each end first.

    190210230Class AClass Bmean 212
  2. Small groups swing

    In a group of six, one student is 17 percentage points. A jump from 33% to 67% can be two students having a good day.

    Instead Put the number of students beside every percentage; read small groups over several terms.

    0%50%100%FallWinterSpring33%67%50%grade, 96 studentsgroup of 6
  3. A percentile is not a score

    Percentiles bunch at the ends. Ten scale points lift a student in the middle 26 percentile points; a student near the top, only 7.

    Instead Use the scale score (RIT) for growth and gaps; percentiles to compare with national norms.

    050100180210240+26+7percentilescale score
  4. High scores can hide low growth

    Achievement says where a student is; growth says how far they moved. A high achiever who has stalled needs attention too.

    Instead Read achievement and growth together: a quadrant chart shows both at once.

    growthachievementhigh, but stalled
  5. Not every test counts the same

    A test finished in nine minutes, a retest, a noisy room: the score may say more about the conditions than the learning.

    Instead Check duration and flags first; leave flagged tests out of averages, and say so.

    03060minutesunder 15: flaggedten students, one test each

Before you share a number, ask

  • How many students?A percentage needs its n.
  • Compared with what?Last term, the grade, the norm.
  • Measured how?Which test, what conditions.
  • What else explains it?Absence, a new class, a retest.
Designed by Brandon A. Baki
Staff data literacy · a portfolio piece
The charts use made-up data, for illustration · MAP Growth and RIT are NWEA’s

A4 · prints on one page · a portfolio piece I designed, not an official school document