The epistemic benefits of generalisation in modelling I: Systems and applicability

This paper provides a conceptual framework that allows for distinguishing between different kinds of generalisation and applicability. It is argued that generalising models may bring epistemic benefits. They do so if they show that restrictive and unrealistic assumptions do not threaten the credibil...

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Veröffentlicht in:Synthese (Dordrecht) 2021-12, Vol.199 (3/4), p.10343-10370
1. Verfasser: Lehtinen, Aki
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper provides a conceptual framework that allows for distinguishing between different kinds of generalisation and applicability. It is argued that generalising models may bring epistemic benefits. They do so if they show that restrictive and unrealistic assumptions do not threaten the credibility of results derived from models. There are two different notions of applicability, generic and specific, which give rise to three different kinds of generalizations. Only generalising a result brings epistemic benefits concerning the truth of model components or results. Abstracting the model and applying the model into new systems are not intrinsically epistemically beneficial in this way. The Dixit-Stiglitz model of monopolistic competition is used as an illustration.
ISSN:0039-7857
1573-0964
DOI:10.1007/s11229-021-03250-0