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Some ethical issues in data collection include informed consent, where individuals may not fully understand how their data will be used; privacy concerns, particularly regarding sensitive information; and the potential for bias, which can lead to misrepresentation or discrimination against certain groups. Additionally, there is the challenge of ensuring data security to protect against unauthorized access and misuse. Researchers must balance the pursuit of knowledge with respect for individual rights and societal implications.

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