By David S. Alberts
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Extra resources for Code of Best Practice for Experimentation (CCRP Publication Series)
This provides supporting evidence for the original hypothesis, although it does not prove it. For example, in Command Post of the Future experimentation with visualization technologies, the hypothesis was that: Chapter 3 31 IF sets of tailored visualizations were presented to subjects, THEN those subjects would have richer situation awareness than those subjects presented with standard military maps and symbols, UNDER THE CONDITIONS THAT the same underlying information was available to those creating both types of displays, the subjects were active duty military officers with at least 10 years of service, and the subjects’ time to absorb the material was limited.
It ensures that constructive criticism will be offered, alternative explanations for the findings will be explored, and the related research will be identified. In many cases, it will also spark other research and experimentation intended to replicate and validate the initial findings. The more important the innovation and the higher the potential payoff, the greater the community’s interest and the more likely the discovery experiment will be replicated or created in a somewhat different domain.
Scientists know that the findings of a single experiment may be a product of some unknown factor that was not controlled, the impact of biases built into the design, or simply the impact of some random variable unlikely to occur again. Hence, they require replication as a standard for building knowledge. Second, individual experiments are typically focused on a narrow set of issues. However, the stakes are very high in transformation and the experimentation findings required to pursue it will need to be robust, in other words, they must apply across a wide range of situations.
Code of Best Practice for Experimentation (CCRP Publication Series) by David S. Alberts