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Grading your Assessments:
How to Evaluate the
Quality of your Exams
An ExamSoft Client Webinar
Grading  Your  Assessments:  
How  to  evaluate  the  quality  
of  your  exams




AINSLIE  T.  NIBERT,  PHD,  RN,  FAAN
MARCH  12,  2015
3
Sound Instruction
Educator’s
Golden
Triangle
Instruction
Evaluation
Objectives
Outcomes
4
Five Guidelines to Developing
Effective Critical Thinking Exams
q  Assemble the “basics.”
q  Write critical thinking test items.
q  Pay attention to housekeeping duties.
q  Develop a test blueprint.
q  Scientifically analyze all exams.
5
Definition
Critical Thinking
The process of analyzing and
understanding how and why we
reached a certain conclusion.
6
Bloom’s  Taxonomy:  Benjamin  Bloom,  1956    
(revised)
Terminology changes "The graphic is a representation of the NEW verbage
associated with the long familiar Bloom's Taxonomy. Note the change from Nouns to
Verbs [e.g., Application to Applying] to describe the different levels of the taxonomy.
Note that the top two levels are essentially exchanged from the Old to the New
version." (Schultz, 2005) (Evaluation moved from the top to Evaluating in the second
from the top, Synthesis moved from second on top to the top as Creating.) Source:
http://www.odu.edu/educ/llschult/blooms_taxonomy.htm
7
Post-Exam Item Analysis:
An important aspect of item writing
Helps to
determine the
quality of a test
8
9
Consistency of Scores
Reliability Tools
10
q Kuder-Richardson Formula 20 (KR20)
—EXAM
Ø Range from –1 to + 1
q Point Biserial Correlation Coefficient
(PBCC)—TEST ITEMS
Ø Range from – 1 to + 1
11
q Item difficulty 30% - 90%
q Item Discrimination Ratio 25% and Above
q PBCC 0.20 and Above
q KR20 0.70 and Above
Standards of Acceptance
Thinking more about mean item
difficulty on teacher-made tests…
Mean	
  difficulty	
  level	
  for	
  a	
  teacher-­‐made	
  
nursing	
  exam	
  should	
  be	
  80	
  –	
  85%.	
  
	
  
So,	
  why	
  might	
  low	
  NCLEX-­‐RN®	
  pass	
  rates	
  persist	
  when	
  mean	
  
difficulty	
  levels	
  on	
  teacher-­‐made	
  exams	
  remain	
  consistently	
  
within	
  this	
  desired	
  range?	
  
	
  
12
…. and one “absolute”
rule about item difficulty
	
   Since	
  the	
  mean	
  difficulty	
  level	
  for	
  a	
  teacher-­‐made	
  nursing	
  
exam	
  is	
  80	
  –	
  85%,	
  what	
  should	
  the	
  lowest	
  acceptable	
  
value	
  be	
  for	
  each	
  test	
  item	
  on	
  the	
  exam?	
  
	
  
TEST	
  ITEMS	
  ANSWERED	
  CORRECTLY	
  BY	
  30%	
  or	
  LESS	
  of	
  the	
  
examinees	
  should	
  always	
  be	
  considered	
  too	
  difficult,	
  and	
  
the	
  instructor	
  must	
  take	
  acSon.	
  
	
  
Why?	
  
13
…but what about high
difficulty levels?
q Test	
  items	
  with	
  high	
  difficulty	
  levels	
  (>90%)	
  oIen	
  
yield	
  poor	
  discriminaJon	
  values.	
  
q Is	
  there	
  a	
  situaJon	
  where	
  faculty	
  can	
  legiJmately	
  
expect	
  that	
  100%	
  of	
  the	
  class	
  will	
  answer	
  a	
  test	
  
item	
  correctly,	
  and	
  be	
  pleased	
  when	
  this	
  happens?	
  
q RULE	
  OF	
  THUMB	
  ABOUT	
  MASTERY	
  ITEMS:	
  Due	
  to	
  
their	
  negaJve	
  impact	
  on	
  test	
  discriminaJon	
  and	
  
reliability,	
  they	
  should	
  comprise	
  no	
  more	
  than	
  10%	
  
of	
  the	
  test.	
  
14
15
q Item difficulty 30% - 90%
q Item Discrimination Ratio 25% and Above
q PBCC 0.20 and Above
q KR20 0.70 and Above
Standards of Acceptance
Thinking more about item
discrimination on teacher-
made tests…
q IDR	
  can	
  be	
  calculated	
  quickly,	
  but	
  doesn’t	
  consider	
  variance	
  of	
  the	
  
enJre	
  group.	
  Use	
  it	
  to	
  quickly	
  idenJfy	
  items	
  that	
  have	
  zero/negaJve	
  
discriminaJon	
  values,	
  since	
  these	
  need	
  to	
  be	
  edited	
  before	
  using	
  again.	
  
q PBCC	
  is	
  a	
  more	
  powerful	
  measure	
  discriminaJon.	
  
q Correlates	
  the	
  correct	
  answer	
  to	
  a	
  single	
  test	
  items	
  with	
  the	
  total	
  test	
  score	
  
of	
  the	
  student.	
  
q Considers	
  the	
  variance	
  of	
  the	
  enJre	
  student	
  group,	
  not	
  just	
  the	
  lower	
  and	
  
upper	
  27%	
  groups.	
  	
  
q For	
  a	
  small	
  ‘n,’	
  consider	
  cumulaJve	
  value.	
  
16
… what decisions need
to be made about items?
q When	
  a	
  test	
  item	
  has	
  poor	
  difficulty	
  and/or	
  
discriminaJon	
  values,	
  acJon	
  is	
  needed.	
  
q All	
  of	
  these	
  acSons	
  require	
  that	
  the	
  exam	
  be	
  rescored.	
  
q Credit	
  can	
  be	
  given	
  for	
  more	
  than	
  one	
  choice.	
  
q Test	
  item	
  can	
  be	
  nullified.	
  
q Test	
  item	
  can	
  be	
  deleted.	
  
q Each	
  of	
  these	
  acSons	
  has	
  a	
  consequence,	
  so	
  
faculty	
  need	
  to	
  carefully	
  consider	
  these	
  when	
  
choosing	
  an	
  acSon.	
  Faculty	
  judgment	
  is	
  crucial	
  
when	
  determining	
  acSons	
  affecSng	
  test	
  scores.	
  
17
Standards of Acceptance
Nursing
	
  
Nursing-PBCC 0.15 and Above
Nursing-KR20 0.60 - 0.65 and Above
18
Thinking more about adjusting
standard of acceptance for
nursing tests…
q Remember	
  that	
  the	
  key	
  staJsJcal	
  concept	
  inherent	
  in	
  
calculaJng	
  coefficients	
  is	
  VARIANCE.	
  	
  
q When	
  there	
  is	
  less	
  variance	
  in	
  test	
  scores,	
  reliability	
  of	
  the	
  
test	
  will	
  decrease,	
  ie	
  the	
  KR-­‐20	
  value	
  will	
  drop.	
  
q What	
  contributes	
  to	
  lack	
  of	
  variance	
  in	
  
nursing	
  students’	
  test	
  scores?	
  
19
20
..and a word about using
Response Frequencies
	
   SomeJmes	
  LESS	
  is	
  MORE	
  when	
  it	
  comes	
  to	
  ediJng	
  a	
  test	
  item.	
  
	
   A	
  review	
  of	
  the	
  response	
  frequency	
  data	
  can	
  focus	
  your	
  ediJng.	
  
	
   For	
  items	
  where	
  100%	
  of	
  students	
  answer	
  correctly,	
  and	
  no	
  
other	
  opJons	
  were	
  chosen,	
  make	
  sure	
  that	
  this	
  is	
  indeed	
  
intenJonal	
  (MASTERY	
  ITEM),	
  and	
  not	
  just	
  reflecJve	
  of	
  an	
  
item	
  that	
  is	
  too	
  easy	
  (>90%	
  DIFFICULTY.)	
  	
  
	
   Target	
  re-­‐wriJng	
  the	
  “zero”	
  distracters	
  –	
  those	
  opJons	
  that	
  
are	
  ignored	
  by	
  students.	
  Replacing	
  “zeros”	
  with	
  plausible	
  
opJons	
  will	
  immediately	
  improve	
  item	
  DISCRIMINATION.	
  
21
22
3-Step Method for
Item Analysis
1. Review Difficulty Level
2. Review Discrimination Data
q  Item Discrimination Ratio (IDR)
q  Point Biserial Correlation Coefficient (PBCC)
3. Review Effectiveness of Alternatives
q  Response Frequencies
q  Non-distracters
Source: Morrison, Nibert, Flick, J. (2006). Critical
thinking and test item writing (2nd ed.).Houston,
TX: Health Education Systems, Inc.
23
24
25
26
27
28
Does the test measure what
it claims to measure?
C o n t e n t V a l i d i t y
29
Use a Blueprint to Assess a
Test’s Validity
q  Test Blueprint
Ø  Reflects Course Objectives
Ø  Rational/Logical Tool
Ø  Testing Software Program
Ø  Storage of item analysis data (Last & Cum)
Ø  Storage of test item categories
30
Test Blueprints
q  Faculty Generated
q  Electronically Generated
An  electronic  blueprint  
for  each  exam  in  each  course
31
32
33
NCLEX-­‐RN®  Client  Needs  
Percentages  of  Items  2011  vs.  2014
34
Source: https://www.ncsbn.org/4701.htm
NCLEX-­‐RN®  Client  Needs  
Percentages  of  Items  2011  vs.  2014  
Increases  vs.  Decreases
35
Item Writing Tools for
Success …
Knowledge
Test Blueprint
Testing Software
References	
  
Morrison,	
  S.,	
  Nibert,	
  A.,	
  &	
  Flick,	
  J.	
  (2006).	
  Cri$cal	
  thinking	
  and	
  test	
  item	
  
wri$ng	
  (2nd	
  ed.).	
  Houston,	
  TX:	
  Health	
  EducaJon	
  Systems,	
  Inc.	
  
Morrison,	
  S.	
  (2004).	
  Improving	
  NCLEX-­‐RN	
  pass	
  rates	
  through	
  internal	
  and	
  
external	
  curriculum	
  evaluaJon.	
  In	
  M.	
  Oermann	
  &	
  K.	
  Heinrich	
  (Eds.),	
  Annual	
  
review	
  of	
  nursing	
  educaJon	
  (Vol.	
  3).	
  New	
  York:	
  Springer	
  
NaJonal	
  Council	
  of	
  State	
  Boards	
  of	
  Nursing.	
  (2013)	
  2013	
  NCLEX-­‐RN	
  test	
  
plan.	
  Chicago,	
  IL:	
  NaJonal	
  Council	
  of	
  State	
  Boards	
  of	
  Nursing.	
  
hpps://www.ncsbn.org/3795.htm	
  
Nibert,	
  A.	
  (2010)	
  Benchmarking	
  for	
  student	
  progression	
  throughout	
  a	
  
nursing	
  program:	
  	
  Implica$ons	
  for	
  students,	
  faculty,	
  and	
  administrators.	
  In	
  
CapuJ,	
  L.	
  (Ed.),	
  Teaching	
  nursing:	
  	
  The	
  art	
  and	
  science,	
  2nd	
  ed.	
  (Vol.	
  3).	
  (pp.
45-­‐64).	
  Chicago:	
  College	
  of	
  DuPage	
  Press.	
  	
  
	
  
37
Have  Ques]ons?  Need  More  Info?  

	
   Thanks	
  for	
  your	
  Jme	
  &	
  apenJon	
  today!	
  
38
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Grading Your Assessments: How to Evaluate the Quality of Your Exams

  • 1. Grading your Assessments: How to Evaluate the Quality of your Exams An ExamSoft Client Webinar
  • 2. Grading  Your  Assessments:   How  to  evaluate  the  quality   of  your  exams AINSLIE  T.  NIBERT,  PHD,  RN,  FAAN MARCH  12,  2015
  • 4. 4 Five Guidelines to Developing Effective Critical Thinking Exams q  Assemble the “basics.” q  Write critical thinking test items. q  Pay attention to housekeeping duties. q  Develop a test blueprint. q  Scientifically analyze all exams.
  • 5. 5 Definition Critical Thinking The process of analyzing and understanding how and why we reached a certain conclusion.
  • 6. 6 Bloom’s  Taxonomy:  Benjamin  Bloom,  1956     (revised) Terminology changes "The graphic is a representation of the NEW verbage associated with the long familiar Bloom's Taxonomy. Note the change from Nouns to Verbs [e.g., Application to Applying] to describe the different levels of the taxonomy. Note that the top two levels are essentially exchanged from the Old to the New version." (Schultz, 2005) (Evaluation moved from the top to Evaluating in the second from the top, Synthesis moved from second on top to the top as Creating.) Source: http://www.odu.edu/educ/llschult/blooms_taxonomy.htm
  • 7. 7
  • 8. Post-Exam Item Analysis: An important aspect of item writing Helps to determine the quality of a test 8
  • 10. Reliability Tools 10 q Kuder-Richardson Formula 20 (KR20) —EXAM Ø Range from –1 to + 1 q Point Biserial Correlation Coefficient (PBCC)—TEST ITEMS Ø Range from – 1 to + 1
  • 11. 11 q Item difficulty 30% - 90% q Item Discrimination Ratio 25% and Above q PBCC 0.20 and Above q KR20 0.70 and Above Standards of Acceptance
  • 12. Thinking more about mean item difficulty on teacher-made tests… Mean  difficulty  level  for  a  teacher-­‐made   nursing  exam  should  be  80  –  85%.     So,  why  might  low  NCLEX-­‐RN®  pass  rates  persist  when  mean   difficulty  levels  on  teacher-­‐made  exams  remain  consistently   within  this  desired  range?     12
  • 13. …. and one “absolute” rule about item difficulty   Since  the  mean  difficulty  level  for  a  teacher-­‐made  nursing   exam  is  80  –  85%,  what  should  the  lowest  acceptable   value  be  for  each  test  item  on  the  exam?     TEST  ITEMS  ANSWERED  CORRECTLY  BY  30%  or  LESS  of  the   examinees  should  always  be  considered  too  difficult,  and   the  instructor  must  take  acSon.     Why?   13
  • 14. …but what about high difficulty levels? q Test  items  with  high  difficulty  levels  (>90%)  oIen   yield  poor  discriminaJon  values.   q Is  there  a  situaJon  where  faculty  can  legiJmately   expect  that  100%  of  the  class  will  answer  a  test   item  correctly,  and  be  pleased  when  this  happens?   q RULE  OF  THUMB  ABOUT  MASTERY  ITEMS:  Due  to   their  negaJve  impact  on  test  discriminaJon  and   reliability,  they  should  comprise  no  more  than  10%   of  the  test.   14
  • 15. 15 q Item difficulty 30% - 90% q Item Discrimination Ratio 25% and Above q PBCC 0.20 and Above q KR20 0.70 and Above Standards of Acceptance
  • 16. Thinking more about item discrimination on teacher- made tests… q IDR  can  be  calculated  quickly,  but  doesn’t  consider  variance  of  the   enJre  group.  Use  it  to  quickly  idenJfy  items  that  have  zero/negaJve   discriminaJon  values,  since  these  need  to  be  edited  before  using  again.   q PBCC  is  a  more  powerful  measure  discriminaJon.   q Correlates  the  correct  answer  to  a  single  test  items  with  the  total  test  score   of  the  student.   q Considers  the  variance  of  the  enJre  student  group,  not  just  the  lower  and   upper  27%  groups.     q For  a  small  ‘n,’  consider  cumulaJve  value.   16
  • 17. … what decisions need to be made about items? q When  a  test  item  has  poor  difficulty  and/or   discriminaJon  values,  acJon  is  needed.   q All  of  these  acSons  require  that  the  exam  be  rescored.   q Credit  can  be  given  for  more  than  one  choice.   q Test  item  can  be  nullified.   q Test  item  can  be  deleted.   q Each  of  these  acSons  has  a  consequence,  so   faculty  need  to  carefully  consider  these  when   choosing  an  acSon.  Faculty  judgment  is  crucial   when  determining  acSons  affecSng  test  scores.   17
  • 18. Standards of Acceptance Nursing   Nursing-PBCC 0.15 and Above Nursing-KR20 0.60 - 0.65 and Above 18
  • 19. Thinking more about adjusting standard of acceptance for nursing tests… q Remember  that  the  key  staJsJcal  concept  inherent  in   calculaJng  coefficients  is  VARIANCE.     q When  there  is  less  variance  in  test  scores,  reliability  of  the   test  will  decrease,  ie  the  KR-­‐20  value  will  drop.   q What  contributes  to  lack  of  variance  in   nursing  students’  test  scores?   19
  • 20. 20
  • 21. ..and a word about using Response Frequencies   SomeJmes  LESS  is  MORE  when  it  comes  to  ediJng  a  test  item.     A  review  of  the  response  frequency  data  can  focus  your  ediJng.     For  items  where  100%  of  students  answer  correctly,  and  no   other  opJons  were  chosen,  make  sure  that  this  is  indeed   intenJonal  (MASTERY  ITEM),  and  not  just  reflecJve  of  an   item  that  is  too  easy  (>90%  DIFFICULTY.)       Target  re-­‐wriJng  the  “zero”  distracters  –  those  opJons  that   are  ignored  by  students.  Replacing  “zeros”  with  plausible   opJons  will  immediately  improve  item  DISCRIMINATION.   21
  • 22. 22 3-Step Method for Item Analysis 1. Review Difficulty Level 2. Review Discrimination Data q  Item Discrimination Ratio (IDR) q  Point Biserial Correlation Coefficient (PBCC) 3. Review Effectiveness of Alternatives q  Response Frequencies q  Non-distracters Source: Morrison, Nibert, Flick, J. (2006). Critical thinking and test item writing (2nd ed.).Houston, TX: Health Education Systems, Inc.
  • 23. 23
  • 24. 24
  • 25. 25
  • 26. 26
  • 27. 27
  • 28. 28 Does the test measure what it claims to measure? C o n t e n t V a l i d i t y
  • 29. 29 Use a Blueprint to Assess a Test’s Validity q  Test Blueprint Ø  Reflects Course Objectives Ø  Rational/Logical Tool Ø  Testing Software Program Ø  Storage of item analysis data (Last & Cum) Ø  Storage of test item categories
  • 30. 30 Test Blueprints q  Faculty Generated q  Electronically Generated
  • 31. An  electronic  blueprint   for  each  exam  in  each  course 31
  • 32. 32
  • 33. 33
  • 34. NCLEX-­‐RN®  Client  Needs   Percentages  of  Items  2011  vs.  2014 34 Source: https://www.ncsbn.org/4701.htm
  • 35. NCLEX-­‐RN®  Client  Needs   Percentages  of  Items  2011  vs.  2014   Increases  vs.  Decreases 35
  • 36. Item Writing Tools for Success … Knowledge Test Blueprint Testing Software
  • 37. References   Morrison,  S.,  Nibert,  A.,  &  Flick,  J.  (2006).  Cri$cal  thinking  and  test  item   wri$ng  (2nd  ed.).  Houston,  TX:  Health  EducaJon  Systems,  Inc.   Morrison,  S.  (2004).  Improving  NCLEX-­‐RN  pass  rates  through  internal  and   external  curriculum  evaluaJon.  In  M.  Oermann  &  K.  Heinrich  (Eds.),  Annual   review  of  nursing  educaJon  (Vol.  3).  New  York:  Springer   NaJonal  Council  of  State  Boards  of  Nursing.  (2013)  2013  NCLEX-­‐RN  test   plan.  Chicago,  IL:  NaJonal  Council  of  State  Boards  of  Nursing.   hpps://www.ncsbn.org/3795.htm   Nibert,  A.  (2010)  Benchmarking  for  student  progression  throughout  a   nursing  program:    Implica$ons  for  students,  faculty,  and  administrators.  In   CapuJ,  L.  (Ed.),  Teaching  nursing:    The  art  and  science,  2nd  ed.  (Vol.  3).  (pp. 45-­‐64).  Chicago:  College  of  DuPage  Press.       37
  • 38. Have  Ques]ons?  Need  More  Info?     Thanks  for  your  Jme  &  apenJon  today!   38 866-429-8889