TY - JOUR
T1 - The potential of preregistration in psychology: Assessing preregistration producibility and preregistration-study consistency
AU - van den Akker, Olmo
AU - Bakker, Marjan
AU - van Assen, Marcel
AU - Pennington, Charlotte Rebecca
AU - Verweij, Leone
AU - Elsherif, Mahmoud
AU - Claesen, Aline
AU - Gaillard, Stefan
AU - Yeung, Siu Kit
AU - Frankenberger, Jan-Luca
AU - Krautter, Kai
AU - Cockcroft, Jamie
AU - Kreuer, Katharina
AU - Evans, Thomas Rhys
AU - Heppel, Frédérique
AU - Schoch, Sarah
AU - Korbmacher, Max
AU - Yamada, Yuki
AU - Albayrak-Aydemir, Nihan
AU - Alzahawi, Shilaan
AU - Sarafoglou, Alexandra
AU - Sitnikov, Maksim
AU - Děchtěrenko, Filip
AU - Wingen, Sophia
AU - Grinschgl, Sandra
AU - Hartmann, Helena
AU - Stewart, Suzanne L. K.
AU - de Oliveira, Cátia
AU - Ashcroft-Jones, Sarah
AU - Baker, Bradley
AU - Wicherts, Jelte
N1 - Copyright © American Psychological Association, 2024. This paper is not the copy of record and may not exactly replicate the authoritative document published in the APA journal. The final article is available, upon publication, at: [ARTICLE DOI here once available]
PY - 2024/5/22
Y1 - 2024/5/22
N2 - Study preregistration has become increasingly popular in psychology, but its potential to restrict researcher degrees of freedom has not yet been empirically verified. We used an extensive protocol to assess the producibility (i.e., the degree to which a study can be properly conducted based on the available information) of preregistrations and the consistency between preregistrations and their corresponding papers for 300 psychology studies. We found that preregistrations often lack methodological details and that undisclosed deviations from preregistered plans are frequent. These results highlight that biases due to researcher degrees of freedom remain possible in many preregistered studies. More comprehensive registration templates typically yielded more producible preregistrations. We did not find that the producibility and consistency of preregistrations differed over time or between original and replication studies. Furthermore, we found that operationalizations of variables were generally preregistered more producible and consistently than other study parts. Inconsistencies between preregistrations and published studies were mainly encountered for data collection procedures, statistical models, and exclusion criteria. Our results indicate that, to unlock the full potential of preregistration, researchers in psychology should aim to write more producible preregistrations, adhere to these preregistrations more faithfully, and more transparently report any deviations from their preregistrations. This could be facilitated by training and education to improve preregistration skills, as well as the development of more comprehensive templates.
AB - Study preregistration has become increasingly popular in psychology, but its potential to restrict researcher degrees of freedom has not yet been empirically verified. We used an extensive protocol to assess the producibility (i.e., the degree to which a study can be properly conducted based on the available information) of preregistrations and the consistency between preregistrations and their corresponding papers for 300 psychology studies. We found that preregistrations often lack methodological details and that undisclosed deviations from preregistered plans are frequent. These results highlight that biases due to researcher degrees of freedom remain possible in many preregistered studies. More comprehensive registration templates typically yielded more producible preregistrations. We did not find that the producibility and consistency of preregistrations differed over time or between original and replication studies. Furthermore, we found that operationalizations of variables were generally preregistered more producible and consistently than other study parts. Inconsistencies between preregistrations and published studies were mainly encountered for data collection procedures, statistical models, and exclusion criteria. Our results indicate that, to unlock the full potential of preregistration, researchers in psychology should aim to write more producible preregistrations, adhere to these preregistrations more faithfully, and more transparently report any deviations from their preregistrations. This could be facilitated by training and education to improve preregistration skills, as well as the development of more comprehensive templates.
KW - preregistration
KW - open science
KW - meta-research
KW - preregistration deviationreregistration template
KW - preregistration template
KW - preregistration producibility
KW - preregistration-study consistency
M3 - Article
SN - 1082-989X
JO - Psychological Methods
JF - Psychological Methods
ER -