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Commentary on Theories of Mathematics Education

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<str<strong>on</strong>g>Commentary</str<strong>on</strong>g> 3 <strong>on</strong> Re-c<strong>on</strong>ceptualizing <strong>Mathematics</strong> Educati<strong>on</strong> as a Design Science 165<br />

While Lesh and Sriraman make many excellent points about the limitati<strong>on</strong>s <strong>of</strong><br />

traditi<strong>on</strong>al forms <strong>of</strong> mathematics educati<strong>on</strong> research, they ignore what is possibly<br />

its greatest advantage over design science—traditi<strong>on</strong>al research is easier. Whereas<br />

traditi<strong>on</strong>al research is hard enough to do well, the methods <strong>of</strong> any particular research<br />

method are at least circumscribed and greatly limit the range <strong>of</strong> possibilities<br />

presented to the researcher. In design science, <strong>on</strong> the other hand, everything<br />

is c<strong>on</strong>tingent—the goals, the instructi<strong>on</strong>al methods, methods <strong>of</strong> data collecti<strong>on</strong> and<br />

analysis, theoretical framework, etc. Moreover, all <strong>of</strong> these choices are c<strong>on</strong>tingent<br />

and open to change at any time.<br />

This novelty means that design scientists cannot simply replicate what prior researchers<br />

did or said; there are no templates to follow. As science studies have shown<br />

(e.g., Rabinow 1996), even attempts at replicati<strong>on</strong> studies in a laboratory setting require<br />

some degree <strong>of</strong> improvisati<strong>on</strong> because authors <strong>of</strong> prior studies cannot detail<br />

exactly every method they used in their study. More specifically, I argue that all<br />

research is fruitfully seen as an improvisati<strong>on</strong>al activity taking into account the c<strong>on</strong>tingencies<br />

<strong>of</strong> local circumstances (see Ryle 1979).<br />

More specifically, design science is at the extreme end <strong>of</strong> Weick’s (1998) c<strong>on</strong>tinuum<br />

<strong>of</strong> improvisati<strong>on</strong>. This progressi<strong>on</strong> implies increasing demands <strong>on</strong> imaginati<strong>on</strong><br />

and sophisticati<strong>on</strong> <strong>on</strong> the part <strong>of</strong> the researcher, and increasing understanding <strong>of</strong> the<br />

reas<strong>on</strong>s and purposes underlying various instructi<strong>on</strong>al and research methods.<br />

1. Interpretati<strong>on</strong> is required any time a researcher or teacher must ‘fill in’ part <strong>of</strong><br />

the necessarily incomplete codificati<strong>on</strong> <strong>of</strong> a research or instructi<strong>on</strong>al method.<br />

This need for interpretati<strong>on</strong> explains why some replicati<strong>on</strong> studies, ostensibly<br />

performed in exactly the same way, obtain different results. Researchers and<br />

teachers must interpret their methods and those interpretati<strong>on</strong>s will affect the<br />

results. It should be noted, however, that they need not be aware that they are<br />

interpreting; they may believe that they are following the prescribed methods.<br />

2. Embellishment is seen whenever we choose to augment or change prescribed<br />

methods to suit local circumstances or to intenti<strong>on</strong>ally obtain different results.<br />

It implies that we c<strong>on</strong>sciously chooses the change, but intends the results <strong>of</strong> the<br />

change to be easily compared to the can<strong>on</strong>ical methods.<br />

3. Variati<strong>on</strong> implies a greater degree <strong>of</strong> change and novelty in research methods,<br />

with whole pieces added, removed or c<strong>on</strong>siderably altered. Direct links with<br />

can<strong>on</strong>ical methods become more difficult and require increased sophisticati<strong>on</strong><br />

to explain c<strong>on</strong>necti<strong>on</strong>s and comparis<strong>on</strong>s with can<strong>on</strong>ical methods.<br />

4. Full-blown improvisati<strong>on</strong> implies that all possibilities are c<strong>on</strong>tingent and alterable.<br />

But just because aspects <strong>of</strong> the research methods are alterable does not<br />

imply that a researcher has complete freedom to do as she chooses, however.<br />

She is still c<strong>on</strong>strained, if she wants to do good research, by the necessity <strong>of</strong> doing<br />

research that she will be able to present in ways that persuade her intended<br />

audience.<br />

Traditi<strong>on</strong>al quantitative research tends toward interpretati<strong>on</strong> and embellishment,<br />

many qualitative research methods require embellishment and variati<strong>on</strong>, and design<br />

science seems to require full-blown improvisati<strong>on</strong>. Janesick (2000) comes

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