Complex sentence: The methodologies of scientific studies therefore need to control for these factors to avoid a type 1 error; an erroneous'false positive' conclusion that the dependent variables are in a causal relationship with the independent variable.
Split into simpler sentences: The methodologies of scientific studies therefore need to control for these factors to avoid erroneous conclusions. A'false positive' conclusion that the dependent variables are in a causal relationship with the independent variable.