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On Disciplinary Fragmentation and Scientific Progress

Why are some scientific disciplines, such as sociology and psychology, more fragmented into conflicting schools of thought than other fields, such as physics and biology? Furthermore, why does high fragmentation tend to coincide with limited scientific progress? We analyzed a formal model where scie...

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Detalles Bibliográficos
Autores principales: Balietti, Stefano, Mäs, Michael, Helbing, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4366147/
https://www.ncbi.nlm.nih.gov/pubmed/25790025
http://dx.doi.org/10.1371/journal.pone.0118747
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author Balietti, Stefano
Mäs, Michael
Helbing, Dirk
author_facet Balietti, Stefano
Mäs, Michael
Helbing, Dirk
author_sort Balietti, Stefano
collection PubMed
description Why are some scientific disciplines, such as sociology and psychology, more fragmented into conflicting schools of thought than other fields, such as physics and biology? Furthermore, why does high fragmentation tend to coincide with limited scientific progress? We analyzed a formal model where scientists seek to identify the correct answer to a research question. Each scientist is influenced by three forces: (i) signals received from the correct answer to the question; (ii) peer influence; and (iii) noise. We observed the emergence of different macroscopic patterns of collective exploration, and studied how the three forces affect the degree to which disciplines fall apart into divergent fragments, or so-called “schools of thought”. We conducted two simulation experiments where we tested (A) whether the three forces foster or hamper progress, and (B) whether disciplinary fragmentation causally affects scientific progress and vice versa. We found that fragmentation critically limits scientific progress. Strikingly, there is no effect in the opposite causal direction. What is more, our results shows that at the heart of the mechanisms driving scientific progress we find (i) social interactions, and (ii) peer disagreement. In fact, fragmentation is increased and progress limited if the simulated scientists are open to influence only by peers with very similar views, or when within-school diversity is lost. Finally, disciplines where the scientists received strong signals from the correct answer were less fragmented and experienced faster progress. We discuss model’s implications for the design of social institutions fostering interdisciplinarity and participation in science.
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spelling pubmed-43661472015-03-23 On Disciplinary Fragmentation and Scientific Progress Balietti, Stefano Mäs, Michael Helbing, Dirk PLoS One Research Article Why are some scientific disciplines, such as sociology and psychology, more fragmented into conflicting schools of thought than other fields, such as physics and biology? Furthermore, why does high fragmentation tend to coincide with limited scientific progress? We analyzed a formal model where scientists seek to identify the correct answer to a research question. Each scientist is influenced by three forces: (i) signals received from the correct answer to the question; (ii) peer influence; and (iii) noise. We observed the emergence of different macroscopic patterns of collective exploration, and studied how the three forces affect the degree to which disciplines fall apart into divergent fragments, or so-called “schools of thought”. We conducted two simulation experiments where we tested (A) whether the three forces foster or hamper progress, and (B) whether disciplinary fragmentation causally affects scientific progress and vice versa. We found that fragmentation critically limits scientific progress. Strikingly, there is no effect in the opposite causal direction. What is more, our results shows that at the heart of the mechanisms driving scientific progress we find (i) social interactions, and (ii) peer disagreement. In fact, fragmentation is increased and progress limited if the simulated scientists are open to influence only by peers with very similar views, or when within-school diversity is lost. Finally, disciplines where the scientists received strong signals from the correct answer were less fragmented and experienced faster progress. We discuss model’s implications for the design of social institutions fostering interdisciplinarity and participation in science. Public Library of Science 2015-03-19 /pmc/articles/PMC4366147/ /pubmed/25790025 http://dx.doi.org/10.1371/journal.pone.0118747 Text en © 2015 Balietti et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Balietti, Stefano
Mäs, Michael
Helbing, Dirk
On Disciplinary Fragmentation and Scientific Progress
title On Disciplinary Fragmentation and Scientific Progress
title_full On Disciplinary Fragmentation and Scientific Progress
title_fullStr On Disciplinary Fragmentation and Scientific Progress
title_full_unstemmed On Disciplinary Fragmentation and Scientific Progress
title_short On Disciplinary Fragmentation and Scientific Progress
title_sort on disciplinary fragmentation and scientific progress
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4366147/
https://www.ncbi.nlm.nih.gov/pubmed/25790025
http://dx.doi.org/10.1371/journal.pone.0118747
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