He emphasised how crucial it is to keep in mind that the main effect and significant interaction hypotheses are independent of one another.
An assumption or concept is given as a hypothesis for the purpose of debating it and testing whether it could be true. In the scientific process, the hypothesis is developed before any pertinent research—aside from just a basic background review—has been conducted.
Researchers can use hypotheses to both identify relationships between variables and forecast relationships based on theoretical principles and/or empirical data. It is necessary to have a thorough comprehension of the research question and conduct a thorough analysis of the existing literature before developing a hypothesis.
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