The researcher's approach involves formulating a theory, collecting and analyzing data, and drawing conclusions based on her findings. This method aligns with the scientific method, which emphasizes systematic observation, data gathering, and hypothesis testing. Therefore, the type of knowledge generated by this researcher is:
b. Scientific knowledge