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Unrealistic mental models 6

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From Asad Zaman In the previous post (Three Types of Models 5), we discussed three types of models. The first type is based purely on patterns in observations, and does not attempt to go beyond what can be seen. This is an “observational” or Baconian model. The second type attempt to look through the surface and discover the hidden structures of reality which generate the observations we see. The best approach to this type of models has been developed by Roy Bhaskar, so we can call it a critical realist model or a Bhaskarian model. The third type of model creates depth and structures in our minds which create the patterns we see in the observations. The question whether our mental structures match reality is considered irrelevant. These may be called Kantian, or mental models.  The

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from Asad Zaman

In the previous post (Three Types of Models 5), we discussed three types of models. The first type is based purely on patterns in observations, and does not attempt to go beyond what can be seen. This is an “observational” or Baconian model. The second type attempt to look through the surface and discover the hidden structures of reality which generate the observations we see. The best approach to this type of models has been developed by Roy Bhaskar, so we can call it a critical realist model or a Bhaskarian model. The third type of model creates depth and structures in our minds which create the patterns we see in the observations. The question whether our mental structures match reality is considered irrelevant. These may be called Kantian, or mental models.  The models of modern Economics are largely Kantian, while Econometric models are largely Baconian. The key defect of both of these approaches is that they GIVE UP on the idea of finding the truth. Max Weber’s ideas about methodology played an important role in this abandonment of the search for truth, but it would take us too far away from our current concerns to discuss this in any detail. Briefly, Weber thought that heterogeneity of human motives made “explanation” of social realities via “truth” impossibly complex. Instead, he argued that we should settle for a weaker concept based on “ideal-types” – deliberately over-simplified models of behavior which create a match to observed aggregated patterns of outcomes. We now discuss the disastrous consequences of this abandonment of truth in greater detail.

There is a famous article of Milton Friedman on methodology in economic theory, which recommends the abandonment of truth: read more

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