The "lure of choice" refers to the idea that we prefer to preserve the option to choose even when the choice is not helpful. In a classic study cited hundred of times, Bown et al. (2003) reported evidence for the lure of choice from a series of studies involving choices between competing options of night clubs, bank savings accounts, casino spinners, and the Monty Hall door choice paradigm. In all cases, participants tended to prefer to choose an option when paired with a "lure", even when that lure was objectively inferior (e.g., same probability of winning but lower payoff).

 

The lure of choice phenomenon applies to a variety of real-life situations many of us often face in our daily lives, and Bown et al.’s findings have influenced the way organizations present choices to prospective users. Despite their theoretical and practical impact, Bown et al.'s findings have not previously been directly replicated, even as the importance of replication studies has become increasingly acknowledged (Nosek et al., 2022).

 

Here, Chan & Feldman (2024) outline a close replication of Bown et al. (2003) that will replicate and extend their original design. By unifying Bown et al.'s multiple studies into a single paradigm with which they will collect data from approximately 1,000 online participants via Prolific, they will have substantially greater statistical power than the original study to detect the predicted effects. They will follow LeBel et al.’s (2019) criteria for evaluating replicability, such that it will be considered a successful replication depending on how many of the 4 scenarios show a signal in the same direction as Bown et al.’s original results (at least 3 out of 4 scenarios = successful replication; no scenarios = failed replication; 1 or 2 scenarios = mixed results replication). They have also added additional controls including a neutral baseline choice without a lure, further ensuring the the validity and interpretability of their eventual findings.

 

One of the goals in creating Peer Community In Registered Reports (PCI RR) was to increase the availability of publishing venues for replication studies, and so PCI RR is well-suited to the proposed replication. Feldman’s lab has also pioneered the use of PCI RR for direct replications of previous studies (e.g., Zhu & Feldman, 2023), and the current submission uses an open-access template he developed (Feldman, 2023). This experience combined with PCI RR’s efficient scheduled review model meant that the current full Stage 1 protocol was able to go from initial submission, receive detailed peer review by two experts, and receive in-principle acceptance (IPA) for the revised submission, all in less than one month.

 

URL to the preregistered Stage 1 protocol: https://osf.io/8ug9m
 
Level of bias control achieved: Level 6. No part of the data or evidence that will be used to answer the research question yet exists and no part will be generated until after IPA.
 
List of eligible PCI RR-friendly journals:
 

• Advances in Cognitive Psychology
• Collabra: Psychology
• Experimental Psychology *pending editorial evaluation of disciplinary fit
• F1000Research
• Journal of Cognition
• Meta-Psychology
• Peer Community Journal
• PeerJ
• Royal Society Open Science
• Studia Psychologica
• Swiss Psychology Open

 

 

Bown, N. J., Read, D. & Summers, B. (2003). The lure of choice. Journal of Behavioral Decision Making, 16(4), 297–308. https://doi.org/10.1002/bdm.447

 

Chan, A. N. Y. & Feldman, G. (2024). The lure of choice revisited: Replication and extensions Registered Report of Bown et al. (2003) [Stage 1]. In principle acceptance of Version 2 by Peer Community In Registered Reports. https://osf.io/8ug9m

 

Feldman, G. (2023). Registered Report Stage 1 manuscript template. https://doi.org/10.17605/OSF.IO/YQXTP

 

LeBel, E. P., Vanpaemel, W., Cheung, I. & Campbell, L. (2019). A brief guide to evaluate replications. Meta-Psychology, 3. https://doi.org/10.15626/MP.2018.843

 

Nosek, B. A., Hardwicke, T. E., Moshontz, H., Allard, A., Corker, K. S., Dreber, A., ... & Vazire, S. (2022). Replicability, robustness, and reproducibility in psychological science. Annual Review of Psychology, 73(1), 719-748. https://doi.org/10.1146/annurev-psych-020821-114157

 

Zhu, M. & Feldman, G. (2023). Revisiting the links between numeracy and decision making: Replication Registered Report of Peters et al. (2006) with an extension examining confidence. Collabra: Psychology, 9(1). https://doi.org/10.1525/collabra.77608

The Psychological Research Preregistration-Quantitative Template has been created in 2022 to provide more structure and detail to preregistrations. The goal of the current study is to test if the PRP-QUANT template indeed provides greater restriction of the flexibility in a study for preregistered hypotheses than other existing templates. This question is important because one concern that has been raised about the practice of preregistration is that the quality of preregistrations is often low. Metascientific research has shown that preregistrations are often of low quality (Bakker et al., 2020), and hypothesis tests from preregistrations are still selectively reported (van den Akker, van Assen, Enting, et al., 2023). It is important to improve the quality of preregistrations, and if a better template can help, it is a cost-effective approach to improve quality if the wider adoption of the better template can be promoted. 

 

In the current study, Spitzer and Mueller (2024) will follow the procedure of a previous meta-scientific study by Heirene et al. (2021). 74 existing preregistrations with the PRP-QUANT template are available, and will be compared with an existing dataset coded by Bakker and colleagues (2020). The sample size is limited, but allows detecting some differences that would be considered large enough to matter, even though there might be smaller differences that would not be detectable based on the currently available sample size. Nevertheless, given that there is a need for improvement, even preliminary data might already be useful to provide tentative recommendations. Restrictiveness will be coded in 23 items, and adherence to or deviations from the preregistration are coded as well. As such deviations are common, the question whether this template reduced the likelihood of deviations is important. Two coders will code all studies. 

 

The study should provide a useful initial evaluation of the PRP-QUANT template, and has the potential to have practical implications if the PRP-QUANT template shows clear benefits. Both authors have declared COI's related to the PRP-QUANT template, making the Registered Report format a fitting approach to prevent confirmation bias from influencing the reported results. 

 

This Stage 1 manuscript was evaluated over two rounds of in-depth review by two expert reviewers and the recommender. After the revisions, the recommender judged that the manuscript met the Stage 1 criteria and therefore awarded in-principle acceptance (IPA).

 

URL to the preregistered Stage 1 protocol: https://osf.io/vhezj
 
Level of bias control achieved: Level 3. At least some data/evidence that will be used to the answer the research question has been previously accessed by the authors (e.g. downloaded or otherwise received), but the authors certify that they have not yet observed ANY part of the data/evidence.
 
List of eligible PCI RR-friendly journals:
 

 

 

1. van den Akker, O. R., van Assen, M. A. L. M., Bakker, M., Elsherif, M., Wong, T. K., & Wicherts, J. M. (2023). Preregistration in practice: A comparison of preregistered and non-preregistered studies in psychology. Behavior Research Methods. https://doi.org/10.3758/s13428-023-02277-0

 

2. Bakker, M., Veldkamp, C. L. S., Assen, M. A. L. M. van, Crompvoets, E. A. V., Ong, H. H., Nosek, B. A., Soderberg, C. K., Mellor, D., & Wicherts, J. M. (2020). Ensuring the quality and specificity of preregistrations. PLOS Biology, 18(12), e3000937. https://doi.org/10.1371/journal.pbio.3000937

 

3. Spitzer, L. & Mueller, S. (2024). Stage 1 Registered Report: Restriction of researcher degrees of freedom through the Psychological Research Preregistration-Quantitative (PRP-QUANT) Template. In principle acceptance of Version 3 by Peer Community in Registered Reports. https://osf.io/vhezj

 

4. Heirene, R., LaPlante, D., Louderback, E. R., Keen, B., Bakker, M., Serafimovska, A., & Gainsbury, S. M. (2021). Preregistration specificity & adherence: A review of preregistered gambling studies & cross-disciplinary comparison. PsyArXiv. https://doi.org/10.31234/osf.io/nj4es

In a previous analysis of data from 988 participants in the Hamburg City Health Study (HCHS), Schlemm and colleagues (2022) reported significant associations between the extent of cerebral small vessel disease (cSVD) and dynamic functional connectivity measures from resting state fMRI. Specifically, the volume of white matter hyperintensities of presumed vascular origin, a structural indicator of cSVD, was negatively related to the proportion of time (‘fractional occupancy’) spent in the two most occupied functional brain states. Reduced fractional occupancy was also associated with longer times to complete part B of the Trail Making Test.

 

In the present Registered Report, Ingwersen and colleagues (2023) successfully replicated these associations between structural, functional and cognitive measures in a sample of 1651 HCHS participants not included in the earlier study. An exploratory multiverse analysis found that the associations were generally robust to different brain parcellation and confound regression strategies. These replicable patterns reinforce the idea that cSVD may disrupt the brain’s ability to enter and maintain distinct functional modes, and that these changes in functional dynamics are predictive of cognitive impairment.

 

The Stage 2 manuscript was assessed over one round of in-depth review. The recommender judged that responses to reviewer comments were appropriate, and that the manuscript met the Stage 2 criteria for recommendation.

 

URL to the preregistered Stage 1 protocol: https://osf.io/9yhzc
 
Level of bias control achieved: Level 2. At least some data/evidence that was used to answer the research question had been accessed and partially observed by the authors prior to Stage 1 in-principle acceptance, but the authors certify that they had not yet observed the key variables within the data that were used to answer the research question AND they took additional steps to maximise bias control and rigour.
 
List of eligible PCI RR-friendly journals:
 

 

 

1. Schlemm, E., Frey, B. M., Mayer, C., Petersen, M., Fiehler, J., Hanning, U., Kühn, S., Twerenbold, R., Gallinat, J., Gerloff, C., Thomalla, G. & Cheng, B. (2022). Equalization of brain state occupancy accompanies cognitive impairment in cerebral small vessel disease. Biological Psychiatry, 92, 592-602. https://doi.org/10.1016/j.biopsych.2022.03.019

 

2. Ingwersen, T., Mayer, C., Petersen, M., Frey, B. M., Fiehler, J., Hanning, U., Kühn, S., Gallinat, J., Twerenbold, R., Gerloff, C., Cheng, B., Thomalla, G. & Schlemm, E. (2023). Functional MRI brain state occupancy in the presence of cerebral small vessel disease -- a pre-registered replication analysis of the Hamburg City Health Study. Acceptance of Version 2.01 by Peer Community in Registered Reports. https://github.com/csi-hamburg/HCHS-brain-states-RR/blob/f9d00adbbcf9593d8d191bf5b93912141b80ab1b/manuscript/build/main.pdf

 

When receiving a favour, we may feel grateful and/or indebted to those who have helped us. What factors determine how much gratitude and indebtedness people experience? In a seminal paper, Tsang (2006) found that people reported feeling more gratitude when the helper's intention was benevolent (e.g., helping others out of genuine concerns for other people) compared to when the helper's intention was perceived to be selfish (e.g., helping others for selfish reasons). In contrast, indebtedness was not influenced by perceived helper intention. This finding highlighted the different processes underlying gratitude and indebtedness, and also inspired later work on how these two emotions may have different downstream influences, for instance on interpersonal relationships.

So far, there has been no published direct replication of this seminal work by Tsang (2006). In the current study, Chan et al. (2024) propose to revisit the effects of helper intention on gratitude and indebtedness, by replicating and extending the original studies (Study 2 & 3) by Tsang (2006). Participants will be asked to either recall (Study 2) or read (Study 3) a scenario in which another person helped them with either benevolent or selfish intentions, and rate how much gratitude and indebtedness they would experience in such situations. The authors predict that in line with the original findings, gratitude will be more influenced by helper intention than indebtedness. To further extend the original findings, the authors will also assess people's perceived expectations for reciprocity, and their intention to reciprocate. These extensions will shed further light on how helper intention may influence beneficiaries’ experiences of gratitude and indebtedness, and their subsequent tendencies to reciprocate.

This Stage 1 manuscript was evaluated over two rounds of in-depth review by three expert reviewers and the recommender. After the revisions, the recommender judged that the manuscript met the Stage 1 criteria and therefore awarded in-principle acceptance (IPA).

 

URL to the preregistered Stage 1 protocol: https://osf.io/uyfvq
 
Level of bias control achieved: Level 6. No part of the data or evidence that will be used to answer the research question yet exists and no part will be generated until after IPA. 
 
List of eligible PCI RR-friendly journals:

 

 

1. Tsang, J.-A. (2006). The effects of helper intention on gratitude and indebtedness. Motivation and Emotion, 30, 199–205. https://doi.org/10.1007/s11031-006-9031-z

2. Chan, C. F., Lim, H. C., Lau, F. Y., Ip, W., Lui, C. F. S., Tam, K. Y. Y., & Feldman, G. (2024). Revisiting the Effects of Helper Intention on Gratitude and Indebtedness: Replication and extensions Registered Report of Tsang (2006). In principle acceptance of Version 3 by Peer Community in Registered Reports. https://osf.io/uyfvq

What are the neurophysiological correlates of paired associative stimulation (PAS) in inducing plastic changes in human motor cortex (M1)? Here, Arrigoni and colleagues (2024) will apply transcranial magnetic stimulation (TMS) to left M1 paired with electrical stimulation of the right median nerve at an ISI of 25 ms or 10 ms to induce long-term potentiation (LTP) or long-term depression (LTD), respectively. Arrigoni and colleagues (2024) will determine if these stimulation pairings effect cortical excitability using motor-evoked potentials (MEPs) and TMS-evoked potentials (TEPs). Specifically, they hypothesize PASLTP will increase the peak-to-peak amplitude of MEPs, whereas PASLTD will decrease the amplitude, replicating previous work. They will then extend these previous findings by examining TEPs. The authors anticipate modulation of the P30 and P60, which are TEPs thought to reflect local cortical excitability. They plan to account for the MEP reafference which may also mediate the P60 amplitude by stimulating at sub- and supra- motor threshold. Further, they hypothesize an increase of the N100, a marker of inhibitory processing mediated by GABA, by PASLTD. Finally, the authors will also examine the impact of cortical excitability over time to determine the duration of the PAS effects.   

 

This detailed examination of TEPs following PAS stimulation will determine which TEPs could be used as biomarkers with the induction of LTP and LTD through stimulation. The authors have built in an MEP replication for the PAS stimulation, supporting previous literature and acting as a positive control.  

 

The Stage 1 manuscript was evaluated by three expert reviewers across two rounds. Following in-depth review and responses from the authors, the recommender determined that Stage 1 criteria was met and awarded in-principle acceptance (IPA).

 

URL to the preregistered Stage 1 protocol: https://osf.io/detjc (under temporary private embargo)
 
Level of bias control achieved: Level 6. No part of the data or evidence that will be used to answer the research question yet exists and no part will be generated until after IPA. 
 
List of eligible PCI RR-friendly journals:

 

References
 
1. Arrigoni, E., Bolognini, N., Pisoni, A. & Guidali, G. (2024). Neurophysiological correlates of plasticity induced by paired associative stimulation (PAS) targeting the motor cortex: a TMS-EEG registered report. In principle acceptance of Version 3 by Peer Community in Registered Reports. https://osf.io/detjc