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Question
if the results of an experiment do not support a scientists hypothesis, what should the scientist conclude? she may want to alter some aspects of the experiment and try again. her hypothesis was not based on observations. she should change the way the data is analyzed. she did not make enough observations to ask a scientific question.
In scientific research, when results don't support a hypothesis, it's common to refine the experiment. Changing data - analysis methods without proper reason is unethical. A hypothesis is usually based on observations, and not making enough observations is not the immediate conclusion. Altering the experiment can help explore further.
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She may want to alter some aspects of the experiment and try again.