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Teaching technology:
Assessment-II
Dr Naresh T Chauhan
Objective methods of evaluation
• Advantage and limitations
• Enumerate the methods of objective evaluation
• Types of multiple choice question
• Advantage and disadvantage of MCQ
• The component of MCQ item
• Guideline for construction of an MCQ
• Item analysis
Objective
Dale's ‘Cone of Experience’
Advantage
• Objective in nature
• In depth evaluation of student !
• Easy to evaluate
• To test the candidate at the desired level of
difficulty
• Good for formative evaluation and for
screening a large number of examinees
• Standard of scoring can be kept constant for
many years
Disadvantage
• Poorly framed MCQ may be misleading
• Tendency among teacher to test trivial and
less important data
• Questions are difficult and time consuming to
construct
• Not very useful for summative evaluation
Types
• The single or one best response
• Multiple completion type
• Relationship analysis type
• Multiple true false completion type
• Matching type
• Case history type
• Pictorial/Graphical /Tabulated type
• Comparison type
Testing Item Content Levels
• Recall – testing knowledge of isolated facts
• Interpret* – asking to review and reach some
conclusion
• Problem solve* – asking to take some action after
reading a situation
*Higher order thinking skills.
Writing for Different Cognitive Levels
• Recall
– Which of the following is the process of mitosis?
• Interpret
– Which of the following can be classified as a
meiosis error?
• Problem-solving
– A maternal blood sample revealed decreased
levels of AFP and estriol and elevated hCG. What
would be the next logical test to perform?
Purposes…
• Motivate students
• Identify areas of deficiency or further learning
• Determine final grades or make promotion
decisions
• Identify areas where the course/curriculum is
weak
What Should Be Tested?
• Exam content should match course/clerkship
objectives
• Important topics should be weighted more
heavily
• The testing time devoted to each topic should
reflect the relative importance of the topic
Component of MCQ
Key
Distractor
Direction for framing MCQs
• Design each item to measure an important
learning outcome
• Present single, compact, clearly formulated
stem
• Use simple and clear language
• Stem should be a statement , not a word
• State the stem in positive form as far as possible
• The word ‘NOT’ and ‘EXCEPT’ should be
underlined
Direction …cont
• Grammar ,Style, length, plausible distractors
• Avoid clue that suggest answers, similar length
and form
• ‘All of the above’, ‘none of the above’
• Item with numerical alternatives , arrange
them in rank order
• Testwiseness
• Irrelevant Difficulty
Issues Related to Testwiseness
• Grammatical cues
• Logical cues
• Absolute terms
• Long correct answer
• Word repeats
• Convergence strategy
• B or C position overused
The forbidden fruit that Eve offered Adam was
an:
(a) apple (b) pear
(c) banana (d) melon
(e) carrot
Keep the alternatives simple
• When your body adapts to your exercise load,
a. you should decrease the load slightly.
b. you should increase the load slightly.*
c. you should change the kind of exercise you are doing.
d. you should stop exercising
• When your body adapts to your exercise
load, you should
• a. decrease the load slightly.
b. increase the load slightly.*
c. change the kind of exercise.
d. stop exercising
Implausible distractors:
• In a study of the effect of diet on risk of diabetes,
the researcher can manipulate a number of
variables including the amount of food,
carbohydrates, proteins or fats consumed. During
the experiment the amount of food, protein and
fat subjects consumed remained the same. Only
the amount of carbohydrates consumed
changed. What was the independent variable in
this study?
a. amount of food consumed
b. amount of carbohydrates consumed
c. amount of protein consumed
d. amount of fat consumed
Plausible distractors:
• In a study of the effect of diet on risk of diabetes, the
researcher measured how likely the subjects were to
get diabetes and how severe their symptoms were if
they developed the disease. To prevent amount of
exercise from influencing the results, the researcher
held it constant in the two groups he was studying.
What was the independent variable in this study?
a. likelihood of developing diabetes
b. severity of symptoms
c. diet
d. amount of exercise
dietary pattern
Possibility of a “Random Pass”
Depends on the number
of answer options per question
and the number of questions!
Number of
Questions
Percent Pass (≥50%) by Chance
2 choices 3 choices 4 choices 5 choices
1 50 33 25 20
2 75 56 44 36
4 69 41 26 18
6 66 32 17 10
10 62 21 8 3
20 59 9.2 1.4 .3
50 56 1 .01 .0004
from Brown, 2001
Adjustment for Guessing
Negative Marking…
– Elimination strategy reduces odds of wrong
answer penalty
– Subtracting a percentage of the number of wrong
answers obtained from the final grade
– Give a grade of 4 for a correct answer and a score
of -1 for a wrong answer on a 4 choice question
Item analysis
• Difficulty index
• Discrimination index
• Distractor effectiveness
• To create a question bank
• Used in classroom teaching to modify teaching content
or methodology
Purpose of Item Analysis
–Evaluates the quality of each item
–Rationale: the quality of items
determines the quality of test (i.e.,
reliability & validity)
– May suggest ways of improving the
measurement of a test
• Difficulty index
– The item difficulty for item i, pi , is defined as the
proportion of examinees who get that item correct.
• Method for Dichotomously Scored Item
• Method for Polytomously Scored Item
• Grouping Method
N
R
P 
maxX
X
P 
2
LU PP
P


Item Difficulty (cont.)
Interpreting the p-value...
example:
100 people take a test
15 got question 1 right
What is the p-value?
Is this an easy or hard item?
Item Difficulty (cont.)
Interpreting the p-value...
example:
100 people take a test
70 got question 1 right
What is the p-value?
Is this an easy or hard item?
0.5 + 10
Too EasyToo Difficult
Level of Difficulty
Index Range Difficulty Level
0.00-0.20 Very Difficult
0.21-0.40 Difficult
0.41-0.60 Average/Moderately
Difficult
0.61-0.80 Easy
0.81-1.00 Very Easy
ITEM DISCRIMINATION
• The extent to which an item
differentiates people on the
behavior that the test is
designed to assess.
• the computed difference
between the percentage of
high achievers and the
percentage of low achievers
who got the item right.
Index of Discrimination
• (used for dichotomously scored items)
D = PH - PL
• We need to set one or two cutting scores to divide the
examinees into upper scoring group and lower
scoring group.
• PH is the proportion in the upper group who answer
the item correctly and PL is the proportion in the
lower group who answer the item correctly.
• Values of D may range from -1.00 to 1.00.
Example
There are 140 students attending a world history
test. If 18 examinees in upper group answer
item 5 correctly, and 6 examinees in lower
group answer it correctly, then calculate the
discrimination index for item 5.
Example 2
50 Examinees’Test Data on 8-Item Scale About Job
Stress.
Item 1 2 3 4 5 6 7 8
PH
PL
.54 .81 .47 .32 .51 .18 .63 .56
.32 .56 .11 .05 .10 . 23 .25 .19
D .18 .25 .36 .27 .41 -.05 .38 .37
Guidelines for Interpretation of D Value
• D≥.40, the item is functioning quite satisfactorily
• .30≤ D≤.39, little or no revision is required
• .20 ≤ D≤.29, the item is marginal and needs revision
• D≤.19, the item should be eliminated or completely
revised
0 + 1- 1
Good
Discrimination
Reverse
Discrimination
What’s a “Good” Distracter?
A good distracter is a plausible answer:
• CM = common student mistakes, a recurrent
misconception about topic
• TG = too general option, that is too broad to
answer the question
• TS = too specific option, option focuses on one
detail in stem
• OT = off topic, option misses the answer
completely
Guidelines for constructing a MCQ paper
• Include a sufficient number of items to have
validity
• Time allotted
• Group according to format
• Instructions for negative marking
• Place easy questions first, easy moderate and
difficult questions in sufficient numbers
• All part of an item should on same page
design
Pilot
study
Reliability
Internal consistency
– reliability
coefficients
(coefficient alpha or
KR 20)
Equivalence -
alternate form
correlation
Content validity -
expert panel
Face validity - expert
panel
Construct validity - 'key
check' / item
discrimination / item
difficulty
Use of machine !
• Computer
• OMR
Go green, Think green, Act green !
http://www.go-green.ae/
Further reading…
• http://www.teambasedlearning.org/
• Constructing Written Test Questions For the
Basic and Clinical Sciences Third Edition
(Revised)
• Multiple Choice Questions Not Considered
Harmful
by
Karyn Woodford, Peter Bancroft accessed from
http://crpit.com/confpapers/CRPITV42Woodford.pdf on 09 Aug14

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Teaching technology2

  • 1. Teaching technology: Assessment-II Dr Naresh T Chauhan Objective methods of evaluation
  • 2. • Advantage and limitations • Enumerate the methods of objective evaluation • Types of multiple choice question • Advantage and disadvantage of MCQ • The component of MCQ item • Guideline for construction of an MCQ • Item analysis Objective
  • 3. Dale's ‘Cone of Experience’
  • 4. Advantage • Objective in nature • In depth evaluation of student ! • Easy to evaluate • To test the candidate at the desired level of difficulty • Good for formative evaluation and for screening a large number of examinees • Standard of scoring can be kept constant for many years
  • 5. Disadvantage • Poorly framed MCQ may be misleading • Tendency among teacher to test trivial and less important data • Questions are difficult and time consuming to construct • Not very useful for summative evaluation
  • 6. Types • The single or one best response • Multiple completion type • Relationship analysis type • Multiple true false completion type • Matching type • Case history type • Pictorial/Graphical /Tabulated type • Comparison type
  • 7.
  • 8. Testing Item Content Levels • Recall – testing knowledge of isolated facts • Interpret* – asking to review and reach some conclusion • Problem solve* – asking to take some action after reading a situation *Higher order thinking skills.
  • 9. Writing for Different Cognitive Levels • Recall – Which of the following is the process of mitosis? • Interpret – Which of the following can be classified as a meiosis error? • Problem-solving – A maternal blood sample revealed decreased levels of AFP and estriol and elevated hCG. What would be the next logical test to perform?
  • 10. Purposes… • Motivate students • Identify areas of deficiency or further learning • Determine final grades or make promotion decisions • Identify areas where the course/curriculum is weak
  • 11. What Should Be Tested? • Exam content should match course/clerkship objectives • Important topics should be weighted more heavily • The testing time devoted to each topic should reflect the relative importance of the topic
  • 13. Direction for framing MCQs • Design each item to measure an important learning outcome • Present single, compact, clearly formulated stem • Use simple and clear language • Stem should be a statement , not a word • State the stem in positive form as far as possible • The word ‘NOT’ and ‘EXCEPT’ should be underlined
  • 14. Direction …cont • Grammar ,Style, length, plausible distractors • Avoid clue that suggest answers, similar length and form • ‘All of the above’, ‘none of the above’ • Item with numerical alternatives , arrange them in rank order • Testwiseness • Irrelevant Difficulty
  • 15. Issues Related to Testwiseness • Grammatical cues • Logical cues • Absolute terms • Long correct answer • Word repeats • Convergence strategy • B or C position overused
  • 16. The forbidden fruit that Eve offered Adam was an: (a) apple (b) pear (c) banana (d) melon (e) carrot
  • 17. Keep the alternatives simple • When your body adapts to your exercise load, a. you should decrease the load slightly. b. you should increase the load slightly.* c. you should change the kind of exercise you are doing. d. you should stop exercising • When your body adapts to your exercise load, you should • a. decrease the load slightly. b. increase the load slightly.* c. change the kind of exercise. d. stop exercising
  • 18. Implausible distractors: • In a study of the effect of diet on risk of diabetes, the researcher can manipulate a number of variables including the amount of food, carbohydrates, proteins or fats consumed. During the experiment the amount of food, protein and fat subjects consumed remained the same. Only the amount of carbohydrates consumed changed. What was the independent variable in this study? a. amount of food consumed b. amount of carbohydrates consumed c. amount of protein consumed d. amount of fat consumed
  • 19. Plausible distractors: • In a study of the effect of diet on risk of diabetes, the researcher measured how likely the subjects were to get diabetes and how severe their symptoms were if they developed the disease. To prevent amount of exercise from influencing the results, the researcher held it constant in the two groups he was studying. What was the independent variable in this study? a. likelihood of developing diabetes b. severity of symptoms c. diet d. amount of exercise dietary pattern
  • 20. Possibility of a “Random Pass” Depends on the number of answer options per question and the number of questions!
  • 21. Number of Questions Percent Pass (≥50%) by Chance 2 choices 3 choices 4 choices 5 choices 1 50 33 25 20 2 75 56 44 36 4 69 41 26 18 6 66 32 17 10 10 62 21 8 3 20 59 9.2 1.4 .3 50 56 1 .01 .0004 from Brown, 2001
  • 22. Adjustment for Guessing Negative Marking… – Elimination strategy reduces odds of wrong answer penalty – Subtracting a percentage of the number of wrong answers obtained from the final grade – Give a grade of 4 for a correct answer and a score of -1 for a wrong answer on a 4 choice question
  • 23. Item analysis • Difficulty index • Discrimination index • Distractor effectiveness • To create a question bank • Used in classroom teaching to modify teaching content or methodology
  • 24. Purpose of Item Analysis –Evaluates the quality of each item –Rationale: the quality of items determines the quality of test (i.e., reliability & validity) – May suggest ways of improving the measurement of a test
  • 25. • Difficulty index – The item difficulty for item i, pi , is defined as the proportion of examinees who get that item correct. • Method for Dichotomously Scored Item • Method for Polytomously Scored Item • Grouping Method N R P  maxX X P  2 LU PP P  
  • 26. Item Difficulty (cont.) Interpreting the p-value... example: 100 people take a test 15 got question 1 right What is the p-value? Is this an easy or hard item?
  • 27. Item Difficulty (cont.) Interpreting the p-value... example: 100 people take a test 70 got question 1 right What is the p-value? Is this an easy or hard item?
  • 28. 0.5 + 10 Too EasyToo Difficult Level of Difficulty Index Range Difficulty Level 0.00-0.20 Very Difficult 0.21-0.40 Difficult 0.41-0.60 Average/Moderately Difficult 0.61-0.80 Easy 0.81-1.00 Very Easy
  • 29. ITEM DISCRIMINATION • The extent to which an item differentiates people on the behavior that the test is designed to assess. • the computed difference between the percentage of high achievers and the percentage of low achievers who got the item right.
  • 30. Index of Discrimination • (used for dichotomously scored items) D = PH - PL • We need to set one or two cutting scores to divide the examinees into upper scoring group and lower scoring group. • PH is the proportion in the upper group who answer the item correctly and PL is the proportion in the lower group who answer the item correctly. • Values of D may range from -1.00 to 1.00.
  • 31. Example There are 140 students attending a world history test. If 18 examinees in upper group answer item 5 correctly, and 6 examinees in lower group answer it correctly, then calculate the discrimination index for item 5.
  • 32. Example 2 50 Examinees’Test Data on 8-Item Scale About Job Stress. Item 1 2 3 4 5 6 7 8 PH PL .54 .81 .47 .32 .51 .18 .63 .56 .32 .56 .11 .05 .10 . 23 .25 .19 D .18 .25 .36 .27 .41 -.05 .38 .37
  • 33. Guidelines for Interpretation of D Value • D≥.40, the item is functioning quite satisfactorily • .30≤ D≤.39, little or no revision is required • .20 ≤ D≤.29, the item is marginal and needs revision • D≤.19, the item should be eliminated or completely revised 0 + 1- 1 Good Discrimination Reverse Discrimination
  • 34. What’s a “Good” Distracter? A good distracter is a plausible answer: • CM = common student mistakes, a recurrent misconception about topic • TG = too general option, that is too broad to answer the question • TS = too specific option, option focuses on one detail in stem • OT = off topic, option misses the answer completely
  • 35. Guidelines for constructing a MCQ paper • Include a sufficient number of items to have validity • Time allotted • Group according to format • Instructions for negative marking • Place easy questions first, easy moderate and difficult questions in sufficient numbers • All part of an item should on same page
  • 36. design Pilot study Reliability Internal consistency – reliability coefficients (coefficient alpha or KR 20) Equivalence - alternate form correlation Content validity - expert panel Face validity - expert panel Construct validity - 'key check' / item discrimination / item difficulty
  • 37. Use of machine ! • Computer • OMR Go green, Think green, Act green ! http://www.go-green.ae/
  • 38. Further reading… • http://www.teambasedlearning.org/ • Constructing Written Test Questions For the Basic and Clinical Sciences Third Edition (Revised) • Multiple Choice Questions Not Considered Harmful by Karyn Woodford, Peter Bancroft accessed from http://crpit.com/confpapers/CRPITV42Woodford.pdf on 09 Aug14

Editor's Notes

  1. What is an Implausible Distractor? Plausible: reasonable, appearing worthy of belief Implausible: provoking disbelief An implausible Distractor can be defined as an answer choice that can be quickly eliminated by someone with little or no knowledge of the topic being tested. For example, an answer choice could be considered implausible if it:  is composed of relatively unimportant information along with other choices that focus on more important concepts (trivial Distractor); or  does not grammatically follow from the stem (specific determiners); or  contains words such as “always” or “never” which suggest an incorrect option. Student answers based on test-taking skills like Grammatical cues Logical cues Absolute terms Long correct answer Repeating word Convergence strategy Student has difficulty answering due to Long, tricky and complicated stems Inconsistent data Unparallel language in options Illogical order of options “None of the Above” option Answer hinged to another item Imprecise terms
  2. Issues Related to Testwiseness • Grammatical cues - one or more distractors don’t follow grammatically from the stem • Logical cues - a subset of the options is collectively exhaustive • Absolute terms - terms such as “always” or “never” are in some options • Long correct answer - correct answer is longer, more specific, or more complete than other options • Word repeats - a word or phrase is included in the stem and in the correct answer • Convergence strategy - the correct answer includes the most elements in common with the other options Issues Related to Irrelevant Difficulty • Options are long, complicated, or double • Numeric data are not stated consistently • Terms in the options are vague (eg, “rarely,” “usually”) • Language in the options is not parallel • Options are in a nonlogical order • “None of the above” is used as an option • Stems are tricky or unnecessarily complicated • The answer to an item is “hinged” to the answer of a related item