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This lecture covers the key concepts of design thinking, needs assessment, context analysis, and data collection techniques. It emphasizes the importance of empathy, problem framing, and user feedback in the design process. Examples and strategies for implementing needs assessments are discussed, along with the ethical implications of field research. The lecture also explores context analysis factors, such as socio-economic, legal, and environmental aspects, and their impact on project implementation. Various data collection methods, including interviews, focus groups, and participant observation, are explained in detail, highlighting the significance of standardized data collection for credible research.