How Big Data is Making the Scientific Method Difficult to Replicate
There has been a growing concern among intellectuals in many scientific fields, from academic researchers to pharmaceutical scientists, about the lack of practical application of their published test results towards solving real-world problems. Although they are given enough funding to operate laboratories with well-calibrated analytical instruments and high-tech equipment, these scholars still struggle to produce valid data from their in-house projects.
This crisis has severe consequences for scientists who follow the Scientific Method, which is still the foundation of research and development efforts. They begin by forming a theory that could be tested under specific circumstances, as in the variables that will be altered to see if the data changes. One case study from Bayer Healthcare involved a thorough review of 67 famous projects completed by the scientific community. To their dismay, only around 25% of the studies could be repeated in a different environment outside the lab facility.
Identifying the Problem in Data-Driven Theories for Publications
In November, another investigation of cognitive science news outlets proved that roughly 50% of psychology papers stated a hypothesis that can be replicated by someone who did not participate in the original studies. There were many flaws in testing scientific procedures, possibly due to insufficient ...
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This crisis has severe consequences for scientists who follow the Scientific Method, which is still the foundation of research and development efforts. They begin by forming a theory that could be tested under specific circumstances, as in the variables that will be altered to see if the data changes. One case study from Bayer Healthcare involved a thorough review of 67 famous projects completed by the scientific community. To their dismay, only around 25% of the studies could be repeated in a different environment outside the lab facility.
Identifying the Problem in Data-Driven Theories for Publications
In November, another investigation of cognitive science news outlets proved that roughly 50% of psychology papers stated a hypothesis that can be replicated by someone who did not participate in the original studies. There were many flaws in testing scientific procedures, possibly due to insufficient ...
Read More on Datafloq
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