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Item Analysis in Educational Assessment: A Comprehensive Guide, Lecture notes of Construction

Item analysis is a process which examines student responses to individual test items ... The formula for calculating the difficulty value of an item is ...

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2021/2022

Uploaded on 08/05/2022

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ITEM ANALYSIS
What is item analysis?
Item analysis is a process which examines student responses to individual test items
(questions) in order to assess the quality of those items and of the test as a whole.
Item analysis is especially valuable in improving items which will be used again in later tests,
but it can also be used to eliminate ambiguous or misleading items in a single test
administration.
In addition, item analysis is valuable for increasing instructors’ skills in test construction, and
it is an important tool to uphold test effectiveness and fairness.
Item analysis is likely something educators do both consciously and unconsciously on a
regular basis.
In fact, grading literally involves studying student responses and the pattern of student errors,
whether to a particular question or particular types of questions.
But when the process is formalized, item analysis becomes a scientific method through which
tests can be improved, and academic integrity upheld.
Need of the Item Analysis: Following are the needs of a test:
To select the candidates
To classify the candidates
To provide the ranking to the candidates
To promote the candidates
To frame the statements about the future behavior of the candidates
To establish the individual differences among the candidates
To achieve the above objectives a test need to have the appropriate items so that the test can
differentiate the individuals in different categories like superior, average and inferior. Therefore
for selecting the appropriate items for the final form of the test following may be the objectives
of the item analysis:
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ITEM ANALYSIS

What is item analysis?

  • Item analysis is a process which examines student responses to individual test items (questions) in order to assess the quality of those items and of the test as a whole.
  • Item analysis is especially valuable in improving items which will be used again in later tests, but it can also be used to eliminate ambiguous or misleading items in a single test administration.
  • In addition, item analysis is valuable for increasing instructors’ skills in test construction, and it is an important tool to uphold test effectiveness and fairness.
  • Item analysis is likely something educators do both consciously and unconsciously on a regular basis.
  • In fact, grading literally involves studying student responses and the pattern of student errors, whether to a particular question or particular types of questions.
  • But when the process is formalized, item analysis becomes a scientific method through which tests can be improved, and academic integrity upheld.

Need of the Item Analysis: Following are the needs of a test:

  • To select the candidates
  • To classify the candidates
  • To provide the ranking to the candidates
  • To promote the candidates
  • To frame the statements about the future behavior of the candidates
  • To establish the individual differences among the candidates

To achieve the above objectives a test need to have the appropriate items so that the test can differentiate the individuals in different categories like superior, average and inferior. Therefore for selecting the appropriate items for the final form of the test following may be the objectives of the item analysis:

Therefore we can say that the following may be the functions of Item Analysis:

  • Item analysis can increase the efficacy of the exams by testing knowledge accurately.
  • Item analysis not only can drive exam design, but it can also inform course content and curriculum.
  • When it comes to item difficulty, it’s important to note whether errors indicate a misunderstanding of the question or of the concept the item addresses.
  • When a large number of students answer an item incorrectly, it’s notable. It may be a matter of fine-tuning a question for clarity; is the wording of the question confusing? Are the answers clear?
  • It could be that the material may have to be reviewed in class, possibly with a different learning approach.

Following three functions are the main functions of Item Analysis:

  1. Selecting the appropriate items for the test
  2. Rejecting in appropriate items, and
  3. Modification in the structure of the items

Characteristics of an item:

There are two main characteristics of an item

  1. Difficulty Value or Pass Percentage

“The difficulty value of an item is defined as the proportion or percentage of the examinee’s who answer the item correctly”

  1. Discriminating Power

Discriminating power further can be divided into two parts

Dichotomization: It is the process of forming higher score group and lower score group as per the Kelly’s Method. On the basis of obtained scores we have to consider only the top and bottom percentage in any of the following manner:

  1. Considering Top 25% and Bottom 25%, discarding the middle 50% cases.
  2. Considering Top 33% and Bottom 33%, discarding the middle 34% cases.
  3. Considering Top 27% and Bottom 27%, discarding the middle 46% cases.

From the above, the third one (Kelly’s Method of dichotomization) is the most promising one.

Difficulty Value: Guilford defined Difficulty Value as:

The formula for calculating the difficulty value of an item is

The formula for calculating the Difficulty Value if there are some examinees are such that they are not giving any response to an item

Discrimination Index: Blood and Budd defined the Discrimination Index as:

Following are the types of Discrimination Index:

The formula for the determination of the value of Discrimination Index is given as:

According to Ebel the following criterion are looking important for the selection of an appropriate item in the light of its Discriminating Index and Difficulty Index:

How are the Difficulty Value and Discrimination Power related?

Criterion for the selection of appropriate item for the final form of the test