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Question

Which option is WRONG?

This question was previously asked in
SSC CGL 2020 (Tier-2) Statistics Previous Year Paper 3 (28-Jan-2022)
The correct answer is

Secondary data is original

Understanding Data Types: Primary vs. Secondary Data

The question asks us to identify the incorrect statement regarding data types, specifically focusing on secondary data. To do this, we first need to understand the fundamental difference between primary data and secondary data in research and statistics.

What is Primary Data?

Primary data is data that is collected by the researcher for the very first time. It is original data gathered specifically for the current research problem or objective. Examples include data collected through surveys, interviews, experiments, or direct observations conducted by the researcher.

What is Secondary Data?

Secondary data, on the other hand, refers to data that has already been collected by someone else for a purpose other than the current research. This data is not original for the current study. It exists in various forms, such as published reports, government statistics, company records, academic papers, or online databases.

Analyzing the Statements about Secondary Data

Let's examine each option provided in the question:

  • Option 1: Secondary data requires less time and money than primary data

    This statement is generally correct. Since secondary data has already been collected and compiled, accessing it typically takes less time and involves lower costs compared to collecting original primary data, which requires planning, data collection instruments, fieldwork, etc.

  • Option 2: Secondary data is less reliable and less suitable than primary data

    This statement can be correct in many cases. Secondary data was collected for a different purpose, which might not perfectly align with the needs of the current research. The methods used for its collection might not be known, controlled, or suitable, potentially affecting its reliability and suitability for the specific research question.

  • Option 3: Secondary data refer to those data that have already been collected by some other person.

    This statement is the standard definition of secondary data. It accurately describes secondary data as data previously collected by someone else.

  • Option 4: Secondary data is original

    This statement is incorrect. By definition, secondary data is *not* original data for the current research. Original data collected for the first time for a specific research purpose is called primary data. Secondary data is data that already exists, having been collected previously by someone else.

Identifying the Wrong Statement

Based on the analysis of each option and the definitions of primary and secondary data, the statement that is WRONG is that secondary data is original. Secondary data is by definition not original; it is data that has been collected previously.

Feature Primary Data Secondary Data
Originality Original (collected for the first time) Not Original (collected by someone else previously)
Collection Effort High (surveys, interviews, experiments) Low (accessing existing sources)
Cost and Time More time and money Less time and money
Suitability for Current Study Generally highly suitable (collected for this purpose) Suitability varies (collected for a different purpose)
Reliability Higher control over quality Reliability needs careful evaluation

Conclusion

The incorrect statement among the options is that secondary data is original. Secondary data is characterized by having been collected previously by someone else, making it non-original for the current research.

Revision Table: Primary vs. Secondary Data Key Differences

Aspect Primary Data Secondary Data
Definition Collected for the first time for the specific research problem. Already collected and available from other sources.
Source First-hand sources (surveys, interviews, experiments). Second-hand sources (publications, databases, reports).
Cost & Time High Low
Control over Collection High None
Relevance & Accuracy High (tailored to need) Varies (may not fit perfectly, accuracy depends on original source)

Additional Information: Sources of Secondary Data

Secondary data can be obtained from numerous sources. These sources are typically categorized as internal or external.

  • Internal Sources: Data available within the organization itself, such as sales records, customer databases, financial statements, employee records, etc.
  • External Sources: Data obtained from outside the organization, including:
    • Government publications (census data, economic reports)
    • Non-government publications (trade associations, research organizations)
    • Published books and periodicals
    • Company websites and annual reports
    • Databases (commercial databases, online repositories)
    • Academic journals and research papers

While using secondary data saves time and cost, researchers must carefully evaluate its relevance, accuracy, reliability, and suitability before incorporating it into their study.

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Important Questions from Classification of Data

  1. Consider the following LPP.:

    Max Z = 15x 1 + 10x 2

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