1. The benefits of preregistration for hypothesis-driven bilingualism research
- Author
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Shravan Vasishth, Sol Lago, and Daniela Mertzen
- Subjects
050101 languages & linguistics ,Linguistics and Language ,Open science ,Best practice ,bepress|Social and Behavioral Sciences|Psychology|Quantitative Psychology ,050105 experimental psychology ,Language and Linguistics ,Psycholinguistics ,Education ,PsyArXiv|Social and Behavioral Sciences|Quantitative Methods|Experimental Design and Sample Surveys ,ddc:150 ,PsyArXiv|Social and Behavioral Sciences|Quantitative Methods|Quantitative Psychology ,Department Linguistik ,PsyArXiv|Social and Behavioral Sciences|Quantitative Methods|Statistical Methods ,0501 psychology and cognitive sciences ,Neuroscience of multilingualism ,bepress|Social and Behavioral Sciences|Linguistics ,Statistical hypothesis testing ,Data exploration ,05 social sciences ,Exploratory analysis ,Data science ,Confirmatory factor analysis ,bepress|Social and Behavioral Sciences|Psychology|Cognitive Psychology ,PsyArXiv|Social and Behavioral Sciences ,bepress|Social and Behavioral Sciences ,PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology ,PsyArXiv|Social and Behavioral Sciences|Quantitative Methods ,ddc:400 ,Psychology ,PsyArXiv|Social and Behavioral Sciences|Linguistics - Abstract
Preregistration is an open science practice that requires the specification of research hypotheses and analysis plans before the data are inspected. Here, we discuss the benefits of preregistration for hypothesis-driven, confirmatory bilingualism research. Using examples from psycholinguistics and bilingualism, we illustrate how non-peer reviewed preregistrations can serve to implement a clean distinction between hypothesis testing and data exploration. This distinction helps researchers avoid casting post-hoc hypotheses and analyses as confirmatory ones. We argue that, in keeping with current best practices in the experimental sciences, preregistration, along with sharing data and code, should be an integral part of hypothesis-driven bilingualism research.
- Published
- 2021
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