Global developments in educational research indicate a paradigm shift from simply collecting data to utilizing more complex methodologies. Internationally, quantitative and qualitative methods continue to be enriched with mixed-methods approaches, in line with the demands of the era of big data and artificial intelligence in educational analysis. The main points of the study include research paradigms, their main characteristics, advantages and limitations, and their implications for educational management research. The quantitative paradigm is based on positivism, which emphasizes objectivity and measurement, while the qualitative paradigm is rooted in constructivism, which views reality as dynamic and meaningful.Â
First, a paradigm is a framework of thought that determines the researcher's perspective on reality. Quantitative research starts from a positivistic paradigm, which views reality as objective, fixed, and measurable. In contrast, qualitative research uses a constructivist paradigm, which views reality as plural, dynamic, and constructed through social interaction. These differences encompass ontological, epistemological, and methodological aspects. In educational management, the quantitative paradigm is suitable for testing theories and generalizations, while the qualitative paradigm is more appropriate for exploring meaning and contextual understanding. Mixed methods combine both for more comprehensive results.
 Second. Quantitative research is deductive, structured, number-based, uses standardized instruments, and is analyzed statistically. Its orientation is on hypothesis testing, relationships between variables, and generalization. Qualitative research is inductive, flexible, narrative, with the researcher as the main instrument. Data is obtained through interviews, observations, and document analysis, with validation using triangulation or member checks. Quantitative emphasizes objectivity and reliability, while qualitative prioritizes meaning, experience, and depth of description.Â
Third. The quantitative approach excels in producing objective, measurable, and generalizable data, making it useful for policy evaluation and decision-making. However, it is reductive because it only highlights measurable aspects, so it does not capture context. Qualitative has the advantage of understanding phenomena holistically, rich in meaning, and is suitable for exploring the socio-cultural dimensions of education. However, this research is prone to researcher subjectivity, is difficult to generalize, and requires more time. There is no perfect method; The combination of both can complement the advantages and cover the limitations of each.Â
Fourth. In the context of educational management, quantitative is useful for measuring program effectiveness, teacher performance, or policy achievements with numerical data. Qualitative is relevant for case studies of leadership, school culture, and community participation, because it is able to explain dynamics that are not captured by numbers. Mixed methods provide more comprehensive answers: quantitative explains what and how much, while qualitative answers why and how.
 Thus, understanding the paradigm is very important so that research is not only methodologically valid, but also relevant to the development of educational practice. Paradigms influence the orientation of research. Quantitative focuses on objectivity, generalization, and measurement, while qualitative emphasizes meaning, experience, and context. Both have advantages and limitations, but the combination can produce more meaningful and useful educational management research.
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