Monday, March 25, 2019

Success in Practice and Scientific Understanding


There is a very old, fundamental distinction between science and practice. Humans adopted techniques for using fire long before humans developed a physics of combustion. Throughout history human inventions have advanced our successful techniques while scientific investigations have developed our understanding. This dualism of technology and science across all the disciplines raises the question of the relationship between success and understanding. That relationship between technology and science exists as the educational practices of public schooling and the sciences of developmental psychology and epistemology. More specifically, it exists between state testing programs and psychometric theory.
We might assert that the two don’t necessarily interact, that educators and teachers who test students don’t necessarily have to understand the probabilistic, statistical mathematics of IRT. Practitioners can use the statistical technology by applying the testing program of the state without knowing how exactly it works. But a problem arises if we challenge what is being tested when we ask why does IRT work, how does it work? For example the practical problems of saccadic jumps in student development and concept-based knowledge development naturally appeal to Wilson’s work on ability intervals and Trevor’s notion of unidimensionality.
What we know about success and understanding is that the relationship is not constant. Sometimes practical, technical success leads understanding as it clearly does at earlier stages while at later stages of development, science leads technique. Even within specific cases, the relationship may oscillate between which one stimulates development. A recent example shows this intimate relationship between doing and knowing. Biogen Inc. and Eisai Co. reported their drug aducanumab failed testing for treatment of Alzheimer’s disease. The theoretically it is the buildup in the brain of a sticky substance called Beta amyloid plays a pivotal role in the disease so now drug researchers say “they need to go back to the drawing board in search of an effective treatment.” The aducanumab studies’ failure “should be the final nail in the coffin” for the hypothesis, Baird analyst Brian Skorney said in a research note titled, “The Death of Beta Amyloid—Where Do We Go Now?”
On the other hand, many famous practical discoveries—the extreme power unleashed in a steam engine piston with rapid condensation—preceded advancements in scientific understanding and technology. Thus, the practical discoveries at early stages (fire, tool use) and the later development of theoretical understanding by models that predict empirical findings and technological uses.
The situation we face in Oregon public schooling is the relationship between the practical matters of standards and testing exemplified by the ODE and  the advancements of developmental psychology and scientific epistemology which serves as is corresponding science. However, if the ODE limits itself to finding what works then it restricts itself to purely practical matters that remain immune to understanding due to research. We can see this denial of science by the ODE in its economic valuation of research by examing how much of its budget is devoted to research which is nothings. Even conceptually, the idea of coupling research with a state charter policy was immediately rejected by policy makers. Lab schools, r&d schools, even the NW Regional Labs have never been valued for their potential impact. Neither the standards much less the testing documentation show evidence of a pursuit of research findings.
The conclusion must be this question: If the natural relationship between science and technology exists in other fields such as medicine and physics, and is to be found throughout human history, why is public schooling so abnormal in its denial of science upon which to base its understanding? Why exactly is it so bereft of research? Or to take one specific example, why does the ODE in its standards and testing so completely ignore any research into the development of students’ understanding of place value numeration?
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