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What characterizes the sample method of data collection in research studies?
- a)It guarantees full population representation
- b)It is cost-effective for extensive investigations
- c)It requires no specialized knowledge for implementation
- d)It draws conclusions about the entire population based on a sample
Correct answer is option 'D'. Can you explain this answer?
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What characterizes the sample method of data collection in research st...
Characteristics of the sample method of data collection:
Draws conclusions about the entire population based on a sample:
The sample method involves selecting a subset of the population, which is representative of the whole. Through statistical analysis, researchers can draw conclusions about the entire population based on the characteristics of the sample. This method allows for generalizations to be made with a certain level of confidence.
Cost-effective for extensive investigations:
Collecting data from an entire population can be time-consuming and costly. By using a sample, researchers can gather information from a smaller group, reducing the resources required for data collection. This makes the sample method a cost-effective option, especially for large-scale studies.
Requires no specialized knowledge for implementation:
Implementing the sample method does not necessarily require specialized knowledge or training. Researchers can use simple random sampling techniques to select participants from the population. This makes the method accessible to a wide range of researchers, regardless of their expertise.
Guarantees full population representation:
While the sample method may not include every individual in the population, efforts are made to ensure that the sample is representative. Various sampling techniques can be employed to minimize bias and increase the likelihood of capturing the diversity of the population. This helps in drawing accurate conclusions about the entire population based on the sample data collected.
Draws conclusions about the entire population based on a sample:
The sample method involves selecting a subset of the population, which is representative of the whole. Through statistical analysis, researchers can draw conclusions about the entire population based on the characteristics of the sample. This method allows for generalizations to be made with a certain level of confidence.
Cost-effective for extensive investigations:
Collecting data from an entire population can be time-consuming and costly. By using a sample, researchers can gather information from a smaller group, reducing the resources required for data collection. This makes the sample method a cost-effective option, especially for large-scale studies.
Requires no specialized knowledge for implementation:
Implementing the sample method does not necessarily require specialized knowledge or training. Researchers can use simple random sampling techniques to select participants from the population. This makes the method accessible to a wide range of researchers, regardless of their expertise.
Guarantees full population representation:
While the sample method may not include every individual in the population, efforts are made to ensure that the sample is representative. Various sampling techniques can be employed to minimize bias and increase the likelihood of capturing the diversity of the population. This helps in drawing accurate conclusions about the entire population based on the sample data collected.
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Community Answer
What characterizes the sample method of data collection in research st...
The sample method involves collecting data from a subset (sample) of the population and drawing conclusions about the entire population based on this sample. This approach is economical, time-saving, and allows for large-scale investigations. However, it does require careful consideration in selecting a representative sample to ensure the validity and reliability of the conclusions drawn.
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What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer?
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What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? for SSC CGL 2024 is part of SSC CGL preparation. The Question and answers have been prepared according to the SSC CGL exam syllabus. Information about What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? covers all topics & solutions for SSC CGL 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer?.
What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? for SSC CGL 2024 is part of SSC CGL preparation. The Question and answers have been prepared according to the SSC CGL exam syllabus. Information about What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? covers all topics & solutions for SSC CGL 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer?.
Solutions for What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? in English & in Hindi are available as part of our courses for SSC CGL.
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What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer?, a detailed solution for What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? has been provided alongside types of What characterizes the sample method of data collection in research studies?a) It guarantees full population representationb) It is cost-effective for extensive investigationsc) It requires no specialized knowledge for implementationd) It draws conclusions about the entire population based on a sampleCorrect answer is option 'D'. Can you explain this answer? theory, EduRev gives you an
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