What do Test Scores
Really Mean? 
Rebecca Mann 
rlmann@purdue.edu 
Why test? 
 School effectiveness 
 Determine what students know and 
can do 
 Compare student achievement to 
achievement of similar students 
 Compare student ability level and 
achievement 
Norm vs. Criterion Referenced 
 Norm referenced 
 Comparing a person's score against the scores of a similar group 
who have taken the same exam, called the "norming group."  
 Examples 
 California Achievement Test (CAT) 
 Comprehensive Test of Basic Skills (CTBS) - "Terra Nova 
 Iowa Test of Basic Skills (ITBS)  
 Metropolitan Achievement Test (MAT) 
 WISC 
 Stanford-Binet 
 Bell Curve  all students cannot be above average! 
 
Norm vs. Criterion Referenced 
 Criterion referenced 
 Measure how well a person has learned a specific 
body of knowledge and skills  
 Examples 
 ISTEP and most state exams 
 ITBS and Terra Nova 
 Drivers License test 
 Content area placement exam (Algebra placement test) 
 Do not compare student to student 
 Wait until 
KINDERGARTEN 
 THIS WEEK 
WE TOOK A 
TEST TO SEE 
IF WERE 
READY FOR 
THE TEST 
THAT TESTS 
OUR TEST 
SKILLS 
Ability vs. Achievement 
 Ability Test 
Measure of cognitive ability 
Childs ability to learn 
 Achievement Test 
Measure of what an individual has learned 
 There may be a discrepancy between 
ability and achievement scores 
Underachievement 
Learning Disability 
Individual vs. Group Ability Tests 
 Individual intelligence tests are considered 
the most accurate measure of intelligence 
 Wechsler Intelligence Scale for Children (WISC-IV) 
 Wechsler Preschool & Primary Scale of Intelligence 
(WPPSI-III), 
 Stanford Binet (SB-5) 
 Woodcock-Johnson III (WJ-III) cognitive 
 Individual IQ tests must be given by a school 
or counseling psychologist. 
Individual vs. Group Ability Tests 
 Group intelligence tests are commonly 
used as screening measures 
 Common group intelligence tests 
 Otis-Lennon School Ability Test - OLSAT 
 Cognitive Abilities Test  CogAT 
 IQ scores are not given on group tests 
 
Group Achievement Tests 
 Criterion-referenced 
 Typically on grade level content, 
therefore difficult to  know the level of 
mastery for a gifted child 
 Grade-level achievement tests are only a 
measure of basic skills 
 You cannot compare standard scores on 
achievement tests to IQ scores.   
 
 
Will this be 
on the test? 
Ceiling 
 The highest level of performance or 
score that a test can reliably measure  
 WISC-IV = 160 
 Stanford-Binet IV = 165 
 CogAT = 150 
 OLSAT = 150 
Standard Deviation 
 a statistical measure of spread 
 One standard deviation is the range which 
includes 65% of all scores, two standard 
deviations includes 95% of all scores 
 
68% 
96% 
From Get Off My Brain, by Randy McCutcheon, illustrated by Pete Wagner 
Types of Scores 
Raw 
Percentile Ranks 
Grade Equivalent Scores 
Standard Scale Scores 
 
Raw Score 
The number of items a student 
answers correctly 
Allow students to be ranked, but 
they do not allow you to compare 
students  
Percentile Rank 
 A percentile rank indicates the percentage 
of students in the same age or grade group 
whose scores fall below the score obtained 
by a particular student. 
 99 is the highest percentile rank possible.  
 50 is considered average  
 Deals with percentage of persons not 
percentage of items 
Grade Equivalent Score 
 Most misinterpreted test score 
 If a 4th grader received a 7th grade 
equivalent score on a 4th grade reading 
achievement test, it DOES NOT mean the 
child is ready for 7
th
 grade material. It 
means the child reads 4
th
 grade material 
as well as the average 7
th
 grader reads 4
th
 
grade material. 
 What is the test assessing??? 
Age Equivalent Score 
 Frequently misinterpreted  
 If a 10 year old received a 15 year old age 
equivalent score on a 4th grade reading 
achievement test, it DOES NOT mean the 
child is ready to tackle 10
th
 grade 
material. It means the child reads 
material intended for 10 year olds as well 
as the average 15 year old reads it.   
Stanine 
 Stanine is short for standard nine. The name 
comes from the fact that stanine scores range 
from a low of 1 to a high of 9. For instance, a 
stanine score of  
 1, 2, or 3 is below average 
 4, 5, or 6 is average 
 7, 8, or 9 is above average  
 The stanine scale is a normalized standard 
score scale consisting of nine broad levels 
designated by the numbers one through nine.  
 Stanines are provided for both age and grade 
groups.  
 
Standard Age Score 
 Raw Scores are converted to SAS based on 
chronological age 
 Used for interpretation purposes 
 Scale scores allow comparison of 
students 
 Somewhat akin to an IQ score 
 Uses means and standard deviation 
 Mean = 100 
 
 
68% 
96% 
Standard scores 
 130 and above Very Superior 
 120-129 Superior 
 110-119 High Average 
 90-109 Average 
 80-89 Low Average 
 70-79 Borderline 
 69 and below Impaired (Mentally Retarded 
range) 
Relationship Between CogAT Scores 
Stanine  1  2  3  4  5  6  7  8  9 
Percentile 
Rank 
1-4  5-11  12-23  24-40  41-59  60-76  77-88  89-95  96-99 
SAS  70  80  90  100  110  120  130 
Standard 
Deviation 
-2  0  +2 
Standard Measure of Error 
 The range inside which an individual 
subject's future scores are expected to fall, 
based on her current score 
 The score +/- the standard measure of 
error is the estimated range in which the 
actual score lies 
 130 +/- 5 means that the childs true 
score is somewhere between 125 and 
135 
Confidence Interval 
 Using the standard measure of error 
 A range of values that indicates where the true 
score is likely to fall 
 Often expressed in 68%, 90%, or 95% 
 Such as: We can say with 68% confidence that 
a students true score is within this range. 
 The higher the confidence (95 instead of 68), 
the wider the range of scores 
K-BIT 
WISC-IV  5
rd
 grade boy 
 Verbal Comprehension:   150 
 Perceptual Reasoning:    146 
 Working Memory:        97 
 Processing Speed:      88 
 Full Scale IQ:      127 
 
WISC-IV  3
rd
 grade boy 
 Verbal Comprehension:   110 
 Perceptual Reasoning:    137 
 Working Memory:      135 
 Processing Speed:    112 
 Full Scale IQ:      130 
              5
th
      3
rd
 
 Verbal Comprehension:  150    110 
 Perceptual Reasoning:  146    137   
 Working Memory:      97    135 
 Processing Speed:      88    112 
 Full Scale IQ:      127    130 
 
 
 http://www.hoagiesgifted.org/tests.htm 
 http://achieve.org/files/indiana_ISTEP_0.
pdf