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Openai/685c0d4c-c498-800c-a453-8e1a327151d8
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==== β Use AI for Pattern Recognition, but Define Codes Manually ==== * AI can suggest initial codes for qualitative research, but researchers must validate and refine them. * Mixed-methods approaches should balance AI-driven insights with manual coding. β Identify & Mitigate Algorithmic Bias * AI may overemphasize certain themes based on training biases. * Regularly review whether AI is skewing interpretations in favor of dominant or repetitive themes. β Cross-Validate AI Results with Human Coders * AI-generated codes should be compared to human-coded samples. * If discrepancies exist, researchers should adjust the AI model or refine definitions. β Avoid Over-Reliance on AI for Meaning-Making * AI detects patterns but does not understand context, culture, or nuance. * Researchers must provide theoretical framing and interpretive depth.
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