Contextualist model evaluation: models in financial economics and index funds

European Journal for Philosophy of Science 13 (1):1-23 (2023)
  Copy   BIBTEX

Abstract

Philosophers of science typically focus on the epistemic performance of scientific models when evaluating them. Analysing the effects that models may have on the world has typically been the purview of sociologists of science. We argue that the reactive (or “performative”) effects of models should also figure in model evaluations by philosophers of science. We provide a detailed analysis of how models in financial economics created the impetus for the growing importance of the phenomenon of “passive investing” in financial markets. Considering this case motivates the position that we call contextualism about model evaluation, or _model contextualism_ for short. Model contextualism encompasses standard analyses of the epistemic performance of the model, but also includes their reactive aspects. It entails identifying the _epistemic and contextual import of the model_, the ways in which a model can engender change in the world (which we call the _channels of transmission_), and the _interactions between the epistemic and reactive import of a model_.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 94,070

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Do ML models represent their targets?Emily Sullivan - forthcoming - Philosophy of Science.
Values and evidence: how models make a difference.Wendy S. Parker & Eric Winsberg - 2018 - European Journal for Philosophy of Science 8 (1):125-142.
Exploratory modeling and indeterminacy in the search for life.Franklin R. Jacoby - 2022 - European Journal for Philosophy of Science 12 (2):1-20.
Engineering Model Independence.Zachary Pirtle, Jay Odenbaugh, Andrew Hamilton & Zoe Szajnfarber - 2018 - Techné: Research in Philosophy and Technology 22 (2):191-229.
Engineering Model Independence.Zachary Pirtle, Jay Odenbaugh, Andrew Hamilton & Zoe Szajnfarber - 2018 - Techné: Research in Philosophy and Technology 22 (2):191-229.

Analytics

Added to PP
2023-01-21

Downloads
43 (#361,263)

6 months
36 (#116,603)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Conrad Heilmann
Erasmus University Rotterdam
Melissa Fernandez
Northern Arizona University

Citations of this work

Managing Performative Models.Donal Khosrowi - 2023 - Philosophy of the Social Sciences 53 (5):371-395.
Reactivity in the human sciences.Caterina Marchionni, Julie Zahle & Marion Godman - 2024 - European Journal for Philosophy of Science 14 (1):1-24.

Add more citations

References found in this work

Minimal Model Explanations.Robert W. Batterman & Collin C. Rice - 2014 - Philosophy of Science 81 (3):349-376.
How models are used to represent reality.Ronald N. Giere - 2004 - Philosophy of Science 71 (5):742-752.
Understanding (with) Toy Models.Alexander Reutlinger, Dominik Hangleiter & Stephan Hartmann - 2018 - British Journal for the Philosophy of Science 69 (4):1069-1099.
Model Evaluation: An Adequacy-for-Purpose View.Wendy S. Parker - 2020 - Philosophy of Science 87 (3):457-477.
Understanding (With) Toy Models.Alexander Reutlinger, Dominik Hangleiter & Stephan Hartmann - 2016 - British Journal for the Philosophy of Science:axx005.

View all 28 references / Add more references