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What term describes data that are measurable and typically expressed in numerical form?
- a)Qualitative data
- b)Descriptive data
- c)Quantitative data
- d)Categorical data
Correct answer is option 'C'. Can you explain this answer?
Verified Answer
What term describes data that are measurable and typically expressed i...
Quantitative data are numerical and measurable, allowing for mathematical calculations and statistical analysis. This type of data includes variables like height, weight, income, and test scores, providing precise information that can be used to quantify relationships, trends, and patterns in research and analysis.
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What term describes data that are measurable and typically expressed i...
Understanding Quantitative Data
Quantitative data refers to information that can be quantified and expressed in numerical form. This type of data is essential for statistical analysis, allowing researchers to draw conclusions based on measurable evidence. Below are key characteristics of quantitative data:
Measurable and Numerical
- Quantitative data is always measurable, meaning it can be counted or measured.
- It is typically expressed in numbers, making it suitable for various forms of analysis, including averages, percentages, and statistical tests.
Types of Quantitative Data
- Discrete Data: Represents countable items, such as the number of students in a class.
- Continuous Data: Represents measurable quantities, such as height, weight, or temperature, which can take any value within a range.
Applications of Quantitative Data
- Used in various fields such as economics, psychology, and health sciences for data analysis.
- Enables researchers to conduct experiments and surveys, providing a solid basis for empirical research.
Comparison with Other Data Types
- Qualitative Data: This refers to non-numerical information that captures descriptions or qualities, like opinions and experiences.
- Categorical Data: A subtype of qualitative data, it includes categories or groups, such as gender or color, without numerical values.
In summary, option 'C', quantitative data, is the correct answer because it encapsulates all measurable data that can be expressed numerically, distinguishing it from qualitative or categorical data types. This distinction is crucial for effective data analysis and interpretation in research contexts.
Quantitative data refers to information that can be quantified and expressed in numerical form. This type of data is essential for statistical analysis, allowing researchers to draw conclusions based on measurable evidence. Below are key characteristics of quantitative data:
Measurable and Numerical
- Quantitative data is always measurable, meaning it can be counted or measured.
- It is typically expressed in numbers, making it suitable for various forms of analysis, including averages, percentages, and statistical tests.
Types of Quantitative Data
- Discrete Data: Represents countable items, such as the number of students in a class.
- Continuous Data: Represents measurable quantities, such as height, weight, or temperature, which can take any value within a range.
Applications of Quantitative Data
- Used in various fields such as economics, psychology, and health sciences for data analysis.
- Enables researchers to conduct experiments and surveys, providing a solid basis for empirical research.
Comparison with Other Data Types
- Qualitative Data: This refers to non-numerical information that captures descriptions or qualities, like opinions and experiences.
- Categorical Data: A subtype of qualitative data, it includes categories or groups, such as gender or color, without numerical values.
In summary, option 'C', quantitative data, is the correct answer because it encapsulates all measurable data that can be expressed numerically, distinguishing it from qualitative or categorical data types. This distinction is crucial for effective data analysis and interpretation in research contexts.
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What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer? for UGC NET 2025 is part of UGC NET preparation. The Question and answers have been prepared according to the UGC NET exam syllabus. Information about What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer? covers all topics & solutions for UGC NET 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer?.
What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer? for UGC NET 2025 is part of UGC NET preparation. The Question and answers have been prepared according to the UGC NET exam syllabus. Information about What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer? covers all topics & solutions for UGC NET 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for What term describes data that are measurable and typically expressed in numerical form?a)Qualitative datab)Descriptive datac)Quantitative datad)Categorical dataCorrect answer is option 'C'. Can you explain this answer?.
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