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Which of the following type of questions cannot easily be auto-graded by LMS softwares?

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UGC NET Paper 1: Held on 22th Oct 2022 Shift 2
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  1. Multiple Choice Question
  2. True-False Question
  3. Subjective Question
  4. Matching Question

Answer (Detailed Solution Below)

Option 3 : Subjective Question
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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The correct answer is Subjective Questions

Important Points 

A learning management system (LMS) is software that is specifically designed to create, distribute, and manage educational content delivery.

Auto grading is the process of using computer algorithms to grade assessments automatically. It is a useful feature in LMS that can save instructors a lot of time and effort by grading objective questions automatically

  •  Subjective Questions cannot easily be auto-graded by LMS software.
  • Subjective questions require a student to provide a written answer that is not easily quantifiable or graded using an algorithm.
  • These types of questions typically require human intervention and judgment to grade effectively.
  • In contrast, multiple-choice, true-false, and matching questions can be easily graded automatically by LMS software

Therefore, the correct answer is Subjective Questions

Key Points  There are several different question types from which to choose when setting up an exam in Learning Management System (LMS) 

Following the table is a discussion on how to organize the questions in your course’s Question Library, 

Question Type Description
Multiple Choice (MC)
  • Learners select the best answer.
  • It is easy to create simple low-level recall questions. Auto graded. Options can be randomized
  • Difficult to create challenging questions. Without e-proctoring, learners can cheat fairly easily. If using “All of the Above” or “None of the Above” as options, the options should not be randomized
  • Works best if you create a Question Pool by selecting a subset of questions from the Question Library.
    [:30]
0 
  • These can be open-ended, short paragraphs, or longer essay-style questions.
  • Easy to create. More challenging questions can be asked. More difficult for learners to cheat/copy.
  • Auto grading is not possible, although an answer key is available. Students do not have time to polish their responses.
  • A rubric would help with marking. Useful for Math or Science as students can solve problems on paper, take a picture, and upload the image in the question response.
  • [10:00-30:00]
Short Answer (SA)
  • Space is provided for text.
  • Easy to create. More challenging questions can be asked. Can auto-grade. Part marks are possible.
  • Auto grading is more challenging. Learners need to have the correct spelling.
  • Good for 1-2 sentence responses.
  • [2:00]
Ordering (ORD)
  • Learners place a sequence of events in order.
  • Easy to create. Can be auto-graded. Options can be randomized
  • There has to be one linear sequence.
  • Good for lower-level skills, and knowledge.
  • [:30 per response]
Arithmetic (2+2)
  • Basic arithmetic questions.
  • Easy to create. Can be auto-graded. Arithmetic symbols are embedded in the software. Supports unique question generation using variables.
  • It may take students time to orient themselves to the function of inserting symbols.
  • Good for basic arithmetic problems.
  • [varies]

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Latest UGC NET Updates

Last updated on Jul 7, 2025

-> The UGC NET Answer Key 2025 June was released on the official website ugcnet.nta.ac.in on 06th July 2025.

-> The UGC NET June 2025 exam will be conducted from 25th to 29th June 2025.

-> The UGC-NET exam takes place for 85 subjects, to determine the eligibility for 'Junior Research Fellowship’ and ‘Assistant Professor’ posts, as well as for PhD. admissions.

-> The exam is conducted bi-annually - in June and December cycles.

-> The exam comprises two papers - Paper I and Paper II. Paper I consists of 50 questions and Paper II consists of 100 questions. 

-> The candidates who are preparing for the exam can check the UGC NET Previous Year Papers and UGC NET Test Series to boost their preparations.

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