Which question type is MOST appropriate for collecting sensitive information like income in a survey? MCQ with Answer and Explanation

Which question type is MOST appropriate for collecting sensitive information like income in a survey?
A. Open-ended question
B. Forced-choice yes/no
C. Direct question with exact amount
D. Categorical ranges (e.g., ₹0-10k, ₹10k-25k)
Answer: Option D
Solution (By JKExamLibrary)
Income ranges reduce respondent discomfort and non-response by avoiding precise disclosure while still providing usable data for analysis, balancing privacy and research needs.

This question belongs to: Accountancy and Statistics Statistics

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Practice More Statistics Questions

Question #1 Report Error
In a frequency polygon, the points plotted are:
A. Cumulative frequencies vs upper boundaries
B. Lower limits vs frequencies
C. Upper limits vs frequencies
D. Class midpoints vs frequencies

Correct Answer: Option D


Explanation:
A frequency polygon connects the midpoints of histogram bars at their respective frequencies.

This question belongs to: Accountancy and Statistics Statistics
Question #2 Report Error
If Net Reproduction Rate (NRR) = 1.2, it means:
A. The infant mortality rate is zero.
B. Each generation is replacing itself and increasing by 20%.
C. The population has reached replacement level.
D. The population will immediately decline.

Correct Answer: Option B


Explanation:
NRR > 1 indicates the next generation is larger by 20%, leading to population growth.

This question belongs to: Accountancy and Statistics Statistics
Question #3 Report Error
If P(A)=0.4, P(B)=0.3, and A, B are mutually exclusive, then P(A∪B) is:
A. 0.1
B. 0.12
C. 0.58
D. 0.7

Correct Answer: Option D


Explanation:
P(A∪B) = P(A)+P(B) = 0.4+0.3=0.7.

This question belongs to: Accountancy and Statistics Statistics