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Exploratory social science : Getting the most out of your data, and an introduction to concepts in Deep Learning and cross-validation


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Exploratory social science : Getting the most out of your data, and an introduction to concepts in Deep Learning and cross-validation

>> Rick Klein, University of Grenoble Alpes

The conference was given during the RKTS Workshop Solid Science Training organized in Bordeaux (September 6-7, 2018)

Workshop Goal
To provide hands-on training in open science. Topics discussed during the workshop include exploratory social psychological science (e.g., deep learning), confirmatory social psychological science (i.e., pre-registration), and other aspects of establishing a reproducible workflow. The workshop is primarily aimed at providing training to researchers with fewer financial resources.

Content Specifics
The last few years have seen social psychology in a crisis, ranging from outright fraud (e.g., Stapel) to considerable concerns about reproducibility (e.g., Open Science Collaboration, 2015). Yet, psychologists have also led the way in the quest to improve reproducibility. Sharing research materials and data, pre-registration, and separating exploratory from confirmatory data analyses are starting to become commonplace. However, the path to more solid science is not easy. This workshop therefore deals with the challenges that lie ahead. It included active, hands-on sessions to help set up a lab workflow (Frederic Aust), conduct proper power analyses for both simple and complex study designs (Marco Perugini), search for open access software (Michèle Nuijten), integrate these new habits into undergraduate teaching (Mark Brandt), conducting exploratory analyses (Rick Klein), as well as confirmatory analyses (Kai Jonas), and initiating or participating in crowd-sourced research (Ben Jones).

Changes to the new EU data security laws and how psychologists can prepare for these changes are discussed. The workshop also had a special focus on how to reduce the costs of open science for the researchers, while at the same time gather resources to be able to meet the challenges of the Revolution 2.0 (Spellman, 2015).

The workshop was co-organized by the Université de Bordeaux and Université Grenoble Alpes and supported by EASP.



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    Date de réalisation : 7 Septembre 2018
    Durée du programme : 38 min
    Classification Dewey : Interaction sociale (défauts et troubles de la communication, principes psychologiques de la sociologie, psychologie sociale, rapports sociaux, relations interpersonnelles, relations sociales, représentations sociales, réseaux sociaux)
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    Catégorie : Séminaires
    Niveau : niveau Doctorat (LMD), Recherche
    Disciplines : Psychologie sociale, appliquée et comparée
    Collections : RKTS Workshop
    ficheLom : Voir la fiche LOM
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    producteur : Université de Bordeaux
    Réalisateur(s) : Université de Bordeaux - Service Audiovisuel et Multimédia
    Editeur : Université de Bordeaux - Service Audiovisuel et Multimédia
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    Langue : Anglais
    Mots-clés : psychologie sociale, open science, exploratory social science, research workflows
    Conditions d’utilisation / Copyright : Creative Commons (BY NC)
 

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