A philosophical assumption is the theoretical framework used by researchers to collect, analyze and interpret the data that is collected in a particular field of study. It establishes the background used for coming to conclusions or decisions. There are three types of philosophical assumptions that are used to develop research methodologies.
In statistical analysis, all parametric tests assume some certain characteristic about the data, also known as assumptions. Violation of these assumptions changes the conclusion of the research and interpretation of the results. Therefore all research, whether for a journal article, thesis, or dissertation, must follow these assumptions for accurate interpretation Depending on the parametric.
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Assumptions are ubiquitous in social science. In theoretical work, assumptions are the starting axioms and postulates that yield testable implications spanning broad domains. In empirical work, statistical procedures typically embed a variety of assumptions, for example.
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Philosophical Assumptions for Qualitative Research. In any kind of work or study, we always bring a certain set of beliefs as well as philosophical assumptions. Qualitative researchers understand the importance of beliefs and theories that inform their work and also actively write about them in their research. John Creswell in his book “Qualitative Inquiry and Research Design” describes.