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  2. Sep 30, 2014 · Our approach enables users to systematically identify what is known and then using quantitative methods they can assess what is unknown. Our systematic quantitative reviews involve four steps:

  3. Mar 1, 2009 · Much scientific research is based on investigating known unknowns. In other words, scientists develop a hypothesis to be tested, and then in an ideal situation experiments are best designed to test the null hypothesis.

    • David C. Logan
    • 2009
  4. Oct 1, 2014 · Our approach enables users to systematically identify what is known and then using quantitative methods they can assess what is unknown. Our systematic quantitative reviews involve four steps:

  5. Unknown unknowns: These are factors that we're not aware of and can't predict. They represent the most significant source of uncertainty and risk, as they can catch us off guard and derail our plans. Why the Rumsfeld Matrix is helpful. Managing Uncertainty: The Rumsfeld Matrix helps us navigate uncertainty by categorizing it into manageable chunks.

  6. Jul 1, 2023 · Research begins with a question. It progresses through accumulating knowledge such that a previously unexplored subject (an unknown unknown) becomes an active research area exploring the questions (known unknowns), until a body of established facts emerges (known knowns) [1], [2], [3].

  7. Oct 1, 2014 · With so much research already published it can be a daunting task for any new researcher to find out what's already done. So how do you find the knowns and unknowns in research?

  8. The knowns and unknowns in research ANDY DONG Design Computing and Cognition, University of Sydney, Sydney, Australia Referencing a now (in)famous quote by Donald Rumsfeld about “unknown unknowns,” there are also problems in re-search that are known unknowns and unknown unknowns. The problems are characterized by the degree to which we

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