qualitativos

Qualitativos refers to qualitative aspects in research and analysis, and is the plural form used in Portuguese to describe data, methods, or findings that pertain to qualities rather than quantities. In academic contexts it contrasts with quantitativos (quantitative). Qualitativos emphasizes meanings, experiences, and context.

Qualitative data include words, images, or sounds. Sources commonly used to collect qualitative data include interviews, focus groups, participant observation, ethnography, case studies, and analysis of texts or media. Data collection seeks depth, complexity, and contextual understanding rather than statistical generalization.

Analysis involves organizing data into codes and themes; common approaches include thematic analysis, grounded theory, discourse analysis, and narrative analysis. The goal is to interpret patterns, develop theories grounded in data, and describe processes or experiences.

Applications and considerations: Qualitativos is widely used in the social sciences, education, health, anthropology, and market research. Strengths include rich descriptions, context, and insider perspectives. Limitations include small samples, potential researcher bias, challenges to replication and generalizability, and issues of validity that are addressed through techniques like triangulation and reflexivity. Ethical considerations include informed consent and confidentiality.