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Showing posts with the label models

Oversimplification

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The map of the world is a familiar image. But a closer look at this one reveals that it is lacking detail. For example, a number of large islands are absent, including the British Isles, Japan, and the island where I grew up, Newfoundland. The continent of Antarctica has been omitted. Furthermore, Greenland and Ellesmere Island are joined, while North and South America are disconnected. Still, the map does give a general idea of the shape of the continents (except of course Antarctica). And it's certainly better than I could draw! The map is a simplification. But is it an oversimplification? Here I want to take a general look at oversimplification because it has broad relevance and raises some subtle questions. Maps provide a convenient example and raise some issues that turn up elsewhere. In particular, I'm going to focus on how oversimplified ideas gain traction in our society, as illustrated by three popular nonfiction books. Although the world map above simplifies a number ...

It's complicated ...

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It has been noted that when trying to explain almost anything , I have a habit of declaring—"It's complicated ..." And of course, it is (whatever it is). But is that just a cop-out? Complexity is particularly challenging when decisions have to be made. There may be many factors beyond our control, that we understand poorly, or that we're not even aware of. And how these factors interact is often unclear. Complexity brings with it uncertainty, and uncertainty is always unsettling. One solution is to do nothing, and sometimes that's the best choice, as expressed in the aphorism " first do no harm ". But, as in the case of climate change , the decision to do nothing ("more studies are needed") is often a poor choice. Coping with complexity Faced with complexity, we simplify. That is, we employ models that make it easier to think about the situation. This comes so naturally to us that we're often completely unaware that's what we...