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Section I

Question No. 16

Which principle emphasizes the need to collect data from a variety of sources?

A. Bias Assessment
B. Fairness Measures
C. Data Diversity
D. Transparency

Sagot :

Final answer:

The principle highlighted in the question is Data Diversity, emphasizing the importance of collecting data from a variety of sources to ensure a comprehensive and unbiased approach in research.


Explanation:

Data Diversity is the principle emphasized in the question, focusing on the need to collect data from various sources to ensure a comprehensive and unbiased approach. By gathering information from diverse sources, researchers can minimize biases, enhance the quality of data, and provide a more holistic view of the subject being studied.

For example, in a research study about the impact of climate change on communities, collecting data from governmental reports, scientific journals, community surveys, and interviews with local leaders would exemplify data diversity. This approach helps in gaining a well-rounded understanding of the issue.

Ensuring Transparency in data collection processes is essential to maintain credibility and trust. By openly sharing information about the sources, methods, and limitations of data collection, researchers can uphold the integrity of their research and allow for scrutiny and verification by peers and the public.


Learn more about Data Collection Principles here:

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