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Latest recommendations
Id | Title * | Authors * | Abstract * | Picture▼ | Thematic fields * | Recommender | Reviewers | Submission date | |
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A Laboratory Experiment on Using Different Financial-Incentivization Schemes in Software-Engineering ExperimentationDmitri Bershadskyy, Jacob Krüger, Gül Çalıklı, Siegmar Otto, Sarah Zabel, Jannik Greif, Robert Heyer https://arxiv.org/pdf/2202.10985Bug detection in software engineering: which incentives work best?Recommended by Chris ChambersBug detection is central to software engineering, but what motivates programmers to perform as optimally as possible? Despite a long history of economic experiments on incentivisation, there is surprisingly little research on how different incentives shape software engineering performance.
In the current study, Bershadskyy et al. (2024) undertook an experiment to evaluate how the pay-off functions associated with different financial incentives influence the performance of participants in identifying bugs during code review. The authors hypothesised that performance-based incentivisation would result in higher average performance, as defined using the F1-score, and that different incentivisation schemes may also differ in their effectiveness.
The results did not support the preregistered predictions, with no statistically significant differences in F1-score observed between groups that received performance-based incentives compared to a control group that received no incentive. Exploratory analyses suggested some potential trends of interest, but the main implication of this work is methodological: that experiments in this field require substantially larger sample sizes to provide definitive tests. The current work is valuable in providing a novel unbiased insight on the magnitude of this challenge, which is now primed for further investigation.
The Stage 2 manuscript was evaluated over one round of in-depth review. Based on detailed responses to the recommender and reviewer's comments, the recommender judged that the manuscript met the Stage 2 criteria and awarded a positive recommendation.
URL to the preregistered Stage 1 protocol: https://osf.io/s36c2 Level of bias control achieved: Level 6. No part of the data or evidence that was used to answer the research question was generated until after IPA.
List of eligible PCI RR-friendly journals: References
Bershadskyy, D., Krüger, J., Çalıklı, G., Siegmar, O., Zabel, S., Greif, J. and Heyer, R. (2024). A Laboratory Experiment on Using Different Financial-Incentivization Schemes in Software-Engineering Experimentation. Acceptance of Version 8 by Peer Community in Registered Reports. https://arxiv.org/pdf/2202.10985
| A Laboratory Experiment on Using Different Financial-Incentivization Schemes in Software-Engineering Experimentation | Dmitri Bershadskyy, Jacob Krüger, Gül Çalıklı, Siegmar Otto, Sarah Zabel, Jannik Greif, Robert Heyer | <p>In software-engineering research, many empirical studies are conducted with open-source or industry developers. However, in contrast to other research communities like economics or psychology, only few experiments use financial incentives (i.e.... | Computer science | Chris Chambers | 2024-03-20 07:44:51 | View | ||
06 Sep 2024
STAGE 1
![]() The Role of Offender Identifiability in Second- and Third-Party PunishmentTheresa Blanke, Mathias Twardawski https://osf.io/7qzvaPunishing OffendersRecommended by Clare Conry-MurrayWhen people are less-well-known to us, it can impact how we treat them. People outside our communities may feel more anonymous or de-personalized to us, and this could impact the empathy we feel for them. Indeed, past research shows that people seem to care more for those who are who are identified to us, especially when they are victims of a crime (Small & Loewenstein, 2003). In addition, past research also shows that anonymizing victims can influence criminal behavior (Walters, 2022). Thus, social cognitive factors related to anonymity appear to affect both positive feelings (engaging in empathy) and negative activities (criminal activity) related to victims. It seems likely that anonymity can also affect how people judge criminals themselves.
This paper by Blanke and Twardawski (2024) examines how even minor identifying features can make individuals react differently to a perpetrator of a crime. A picture or name (information that may appear in the press) may impact how people perceive criminals in terms of punishment, empathy, outrage, and blame.
How people respond to anonymous or identified criminals may depend on whether the impact of the crime on the victim is made salient. Similar to the Black Sheep Effect (Marques & Paez,1994), the current paper expects that people who identify with victims are expected to punish a perpetrator more when the perpetrator’s name and image are known. This is similar to the case with an ingroup member in The Black Sheep Effect, where ingroup members are punished more for transgressions than outgroup members. For people who view the situation as a third party (and are thus less connected to the victim), an identified perpetrator is expected to lead to less punishment (and also less outrage and blame, and more empathy).
The current study focuses on pickpocketing since it is a crime that can be committed without identifying oneself to the victim. Future research should examine how the type of event impacts judgments, especially given the stigma of being a victim of some crimes. Littering and other minor violations may be seen as understandable when you see someone as a person, rather than a anonymous, impersonal criminal. On the other hand, there can be stigma to being a victim in some cases, such as the case of sexual harassment, where, research shows, perpetrators are judged more positively if they are identified, and victims, especially women, are judged more negatively if they are identified (Barak-Corren & Lewinsohn-Zamir, 2019).
People around the world engage in moral and legal transgressions, and if our judgments of them are influenced by minor features such as a photo or name, we should take action to treat people more fairly. This research will help to determine if people are influenced by these factors.
The Stage 1 manuscript underwent one round of thorough review. After considering the detailed responses to the reviewers' comments, the recommender determined that the manuscript met the Stage 1 criteria and granted in-principle acceptance (IPA).
URL to the preregistered Stage 1 protocol: https://osf.io/7qzva
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. Barak‐Corren, N., & Lewinsohn‐Zamir, D. (2019). What's in a Name? The Disparate Effects of Identifiability on Offenders and Victims of Sexual Harassment. Journal of Empirical Legal Studies, 16, 955-1000. https://doi.org/10.1111/jels.12233
2. Blanke, T. & Twardawski, M. (2024). The Role of Offender Identifiability in Second- and Third-Party Punishment. In principle acceptance of Version 2 by Peer Community in Registered Reports. https://osf.io/7qzva
3. Marques, J. M., & Paez, D. (1994). The ‘black sheep effect’: Social categorization, rejection of ingroup deviates, and perception of group variability. European Review of Social Psychology, 5, 37-68. https://doi.org/10.1080/14792779543000011
4. Small, D. A., & Loewenstein, G. (2003). Helping a victim or helping the victim: Altruism and identifiability. Journal of Risk and Uncertainty, 26, 5-16. https://doi.org/10.1023/A:1022299422219
5. Walters, G. D. (2022). Crime and social cognition: A meta-analytic review of the developmental roots of adult criminal thinking. Journal of Experimental Criminology, 18, 183-207. https://doi.org/10.1007/s11292-020-09435-w
| The Role of Offender Identifiability in Second- and Third-Party Punishment | Theresa Blanke, Mathias Twardawski | <p>The identifiability effect describes humans' tendency to exhibit different emotional and behavioral responses toward identified as compared to anonymous individuals. This phenomenon has been extensively studied within the identifiable victim ef... | Social sciences | Clare Conry-Murray | Rajarshi Majumder, Gilad Feldman | 2024-03-23 11:02:30 | View | |
Insufficient evidence of a positive association between chronic loneliness and anthropomorphism: Replication and extension Registered Report of Epley et al. (2008)Qinyu Xiao, Mahmoud Elsherif, Hoi Yan Chu, Ming Chun Tang, Ting Hin (Angus) Wong, Yiming Wu, Christina Pomareda, Gilad Feldman https://doi.org/10.17605/OSF.IO/2SB7XWeak-to-no evidence for a positive link between loneliness and anthropomorphismRecommended by Chris ChambersAnthropomorphism is a widespread phenomenon in which people instil non-human entities or objects with human-like characteristics, such as motivations, intentions, and goals. Although common, the tendency to anthropomorphise varies between people, and a growing body of psychological research has examined the importance of various individual differences. One major theoretical account of anthropomorphism (Epley et al. 2007) suggests that sociality motivation – the drive to establish social relationships – is a key moderator of the phenomenon. In support of this account, some evidence suggests that people who experience greater loneliness (a proposed marker of sociality motivation) are more likely to anthropomorphise. In an influential series of studies, Epley et al. (2008) found that anthropomorphism and loneliness were positively correlated and that inducing participants experimentally to feel more lonely led to greater anthropomorphism. Later studies, however, produced more mixed results, particularly concerning the effectiveness of the experimental interventions.
In the current study, Elsherif et al. (2024) undertook a partial replication of Epley et al. (2008), focusing on the correlational relationship between anthropomorphism and loneliness, with extensions to examine free will beliefs, anthropomorphism for supernatural beings (in addition to objects/gadgets), and the extent to which participants judged objects/gadgets to be controllable. The results revealed no reliable evidence for a positive relationship between anthropomorphism and loneliness. Analyses of the extended questions revealed that the perceived controllability of gadgets was associated negatively with anthropomorphism and that free will belief was associated positively with belief in anthropomorphism of supernatural beings. Broadly, the current findings constitute a non-replication of Epley et al. (2008). The authors conclude by calling for more direct and conceptual replications to establish the link (if any) between sociality motivation and anthropomorphism.
The Stage 2 manuscript was evaluated over one round of in-depth review. Based on detailed responses to the reviewer's and recommender's comments, the recommender judged that the manuscript met the Stage 2 criteria and awarded a positive recommendation.
URL to the preregistered Stage 1 protocol: https://osf.io/by89c Level of bias control achieved: Level 6. No part of the data or evidence that was used to answer the research question was generated until after IPA.
List of eligible PCI RR-friendly journals:
References
1. Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114, 864–886. https://doi.org/10.1037/0033-295X.114.4.864
2. Epley, N., Akalis, S., Waytz, A., & Cacioppo, J. T. (2008). Creating social connection through inferential reproduction: Loneliness and perceived agency in gadgets, Gods, and greyhounds. Psychological Science, 19, 114–120. https://doi.org/10.1111/j.1467-9280.2008.02056.x
3. Elsherif, M., Pomareda, C., Xiao, Q., Chu, H. Y., Tang, M. C., Wong, T. H., Wu, Y. & Feldman, G. (2024). Insufficient evidence of a positive association between chronic loneliness and anthropomorphism: Replication and extension Registered Report of Epley et al. (2008) [Stage 2]. Acceptance of Version 6 by Peer Community in Registered Reports. https://osf.io/x96kn
| Insufficient evidence of a positive association between chronic loneliness and anthropomorphism: Replication and extension Registered Report of Epley et al. (2008) | Qinyu Xiao, Mahmoud Elsherif, Hoi Yan Chu, Ming Chun Tang, Ting Hin (Angus) Wong, Yiming Wu, Christina Pomareda, Gilad Feldman | <p>Human beings have a fundamental need to connect with others. Epley, Akalis, et al. (2008) found that people higher in chronic loneliness had a stronger tendency to anthropomorphize non-human objects, presumably for fulfilling unmet needs for so... | Social sciences | Chris Chambers | 2024-03-27 16:17:16 | View | ||
16 Oct 2024
STAGE 1
![]() Open Scholarship and Feedback in Applied Research/Understanding the Role of Climate Change in Applied Research: A Qualitative Registered ReportThomas R. Evans, James Bartlett, Olly Robertson, Charlotte R. Pennington, Calvin Burns, Laura Dean, Kate Bradley, Emma L. Henderson, Ruijie Wang, Amélie Gourdon-Kanhukamwe, Emma Wilson-Lemoine, Jérémy E. Wilson-Lemoine, Peter Branney, Joanna Butler, Tamara Kalandadze, Mirela Zaneva, Elias Keller, Vaitsa Giannouli, Helena Hartmann, Gerit Pfuhl, Jan Maskell, Christopher J. Graham, Emma O’Dwyer https://osf.io/preprints/psyarxiv/p8hb4Understanding how applied researchers address open scholarship, feedback and climate change in their workRecommended by Sarahanne Miranda FieldThis recommendation concerns the plan of two studies that are intended to be conducted simultaneously, using the same data collection approach, and to result in two manuscripts that will be submitted for assessment at Stage 2. The Stage 1 manuscript containing these protocols was submitted via the programmatic track.
Protocol 1 concerns “Open Scholarship and Feedback in Applied Research: A Qualitative Registered Report”. With this study, the authors aim to explore how applied researchers integrate feedback processes into their work, in relation to transparency and rigor in particular. They will investigate whether their sample are aware of and use feedback mechanisms from the open science movement, such as registered reports, which makes this study nicely metascientific. Through interviews with 50 applied researchers from various fields, the study will examine current feedback practices. The authors intend to use the findings of this first study to inform recommendations on how open science practices can be incorporated into research workflows.
Protocol 2 concerns “Understanding the Role of Climate Change in Applied Research: A Qualitative Registered Report”. This study aims to explore how applied researchers address climate change in their work, including the ways their practices are influenced by and respond to climate challenges. It addresses how their approaches may evolve, and they plan to look into the barriers and opportunities climate change presents in practice. Interviews with 50 applied researchers will be analysed to help understand these dynamics. The authors aim to provide recommendations to help applied researchers and their employers adjust their priorities to align with the urgency of climate action. One reviewer did not comment on this second protocol, as the content was outside of their own research area. Although I would have found a reviewer who specializes in this area directly ideally, I found I could still rely on the other two reviewers and my own knowledge to assess this protocol.
General comments: As I mentioned in my initial assessment text, these studies were well planned from the get-go and the protocol nicely articulated those plans. The use of different colour highlighting clearly helped the reviewers target different elements of the protocol and give direct feedback on specific parts. It also helped prevent me from getting lost in all the details! Well done, once again, to the authors for making the distinction between the two studies so clear. I was also pleased at how well they balanced the information between the two protocols – this made it easier to see if there were deficiencies in either one somehow. Finally, I loved that reflexivity was considered by the authors. One suggestion by me is that the authors might consider providing a collective positionality statement to go with the trainees’ reflexivity statements (if this is already in the plan and I missed it, please forgive the oversight!) in the final studies, even if as part of an appendix. This is because the open science movement and climate change can both be controversial, and because of the nature of the qualitative approach I would like to understand a little of the stance the group takes towards these issues collectively if the authors think it’s appropriate. I understand that with a big group that might be difficult or impossible, but if it is possible I would like to see it. I would also like to see initials used in the manuscripts to indicate who was responsible for what analysis elements where possible. This allows for accountability and to attribute interpretation to specific individuals involved in the data analysis. Alternatively, individuals can be attributed in a statement at the end of each manuscript to serve the same purpose and be less awkward in the text. If this won't work for some reason, please motivate this decision. The three reviewers that took the time to go through the reports nevertheless had useful comments, most of which would have contributed to strengthening the plan and minimizing problematic bias later on. The authors took these comments seriously, and thoughtfully (cheerfully even) responded to each. In my estimation, each of the suggestions of the reviewers were satisfied by the authors’ response to reviews letter. Other than my earlier comment about the positionality statement, I have no further comments for the Stage 1 protocol, and I wish the authors all the best with running the studies and writing up Stage 2 for each.
URL to the preregistered Stage 1 protocol: https://osf.io/jdh32
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
Evans, T. R. et al. (2024). Open Scholarship and Feedback in Applied Research/Understanding the Role of Climate Change in Applied Research: A Qualitative Registered Report. In principle acceptance of Version 2 by Peer Community in Registered Reports. https://osf.io/jdh32
| Open Scholarship and Feedback in Applied Research/Understanding the Role of Climate Change in Applied Research: A Qualitative Registered Report | Thomas R. Evans, James Bartlett, Olly Robertson, Charlotte R. Pennington, Calvin Burns, Laura Dean, Kate Bradley, Emma L. Henderson, Ruijie Wang, Amélie Gourdon-Kanhukamwe, Emma Wilson-Lemoine, Jérémy E. Wilson-Lemoine, Peter Branney, Joanna Butl... | <p>Applied researchers have an important societal role in influencing real-world practice, bridging academic research, theory and practical experiences. Despite this, relatively little is known about the processes or mechanisms of feedback adopted... | Social sciences | Sarahanne Miranda Field | Daniel Dunleavy | 2024-03-28 16:29:25 | View | |
06 Sep 2024
STAGE 1
![]() Do individual differences in cognitive ability or personality predict noticing in inattentional blindness tasks?Daniel J. Simons, Yifan Ding, Connor M. Hults, Brent W. Roberts https://osf.io/xtwfsAre individual difference in inattentional blindness related to cognitive abilities or personality traits?Recommended by Gidon FrischkornDespite inattentional blindness being a widely recognized and researched phenomenon — popularized by experiments like the invisible gorilla — the evidence on how individual differences affect the occurrence of inattentional blindness has remained inconsistent, largely due to small sample sizes and methodological variations.
In this context, Daniel J. Simons, known for his role in bringing public attention to inattentional blindness, along with Yifan Ding, Connor M. Hults, and Brent W. Roberts, presents an ambitious yet well-constructed registered report that addresses this critical gap in the literature. Their report outlines a comprehensive investigation into whether individual differences in cognitive ability or personality traits can predict the likelihood of noticing unexpected objects in various inattentional blindness tasks. The two proposed studies — one focusing on cognitive predictors and the other on personality predictors — arguably represent the most extensive single-sample tests to date on this topic.
The authors propose a robust methodology that includes a total of 2,000 participants (1,000 per study). The study design features three distinct inattentional blindness tasks with varying levels of demand to assess the generalizability of the findings across different experimental contexts. In Study 1, cognitive measures such as matrix reasoning and operation span — both well-established indicators of fluid intelligence and working memory — are utilized. Study 2 incorporates a range of personality measures, including the Big Five personality traits and attention-related traits (e.g., ADHD and obsessive-compulsive characteristics).
The report also presents a detailed analysis plan with pre-specified primary and secondary outcomes, strong justifications for the sample size, and clearly defined criteria for data inclusion and exclusion. The authors intend to employ multiple statistical techniques, such as correlation analyses and regression models, along with rigorous checks for replicability, to explore the relationship between individual differences and inattentional blindness.
Overall, this registered report is a well-justified and meticulously planned investigation into the role of individual differences in inattentional blindness. The proposed studies have the potential to make a significant contribution to our understanding of the cognitive and personality factors that influence the noticing of unexpected objects. The rigorous experimental design, large sample sizes, and adherence to open science practices make this a valuable addition to the literature.
Based on the strengths of the proposal and the authors' responsiveness to the detailed feedback from two reviewers, the recommender justed that the manuscript met the Stage 1 criteria and awarded in-principle acceptance (IPA). URL to the preregistered Stage 1 protocol: https://osf.io/xtwfs (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
Simons, D. J., Ding, Y., Hults, C. M., & Roberts, B. W. (2024). Registered Report: Do individual differences in cognitive ability or personality predict noticing in inattentional blindness tasks? In principle acceptance of Version 3 by Peer Community in Registered Reports. https://osf.io/xtwfs
| Do individual differences in cognitive ability or personality predict noticing in inattentional blindness tasks? | Daniel J. Simons, Yifan Ding, Connor M. Hults, Brent W. Roberts | <p>People often fail to notice unexpected objects or events when they focus attention on another task or different aspects of a scene. Recently, a number of studies have examined whether individual differences in cognitive abilities or personality... | Social sciences | Gidon Frischkorn | 2024-03-28 21:52:33 | View | ||
Implicit Ideologies: Do Right-Wing Authoritarianism and Social Dominance Orientation Predict Implicit Attitudes?Jesse S Reid, Yoel Inbar https://doi.org/10.31234/osf.io/8udpsDo social dominance orientation and right wing authoritarianism similarly predict both explicit and implicit attitudes?Recommended by Thomas EvansMeasurement is a vital activity for all research areas, but we so often fail to provide sufficient clarity, rigor and transparency about it, undermining the validity of our studies' conclusions (Flake & Fried, 2020). This concern is of wide societal interest when applied to the domains of ideology and attitudes where measurements of both implicit and explicit attitudes are assumed to reflect the same underlying concept. The extent to which this can be accepted is undermined by mixed evidence demonstrating a lack of consensus on the extent to which relevant psychological factors similarly predict both implicit and explicit attitudes.
In the current study, Reid & Inbar (2023) question these assumptions through use of the Project Implicit dataset, exploring the extent to which social dominance orientation (SDO) and right wing authoritarianism (RWA) similarly predict implicit and explicit attitudes. This work was ideally suited for publication through the Registered Reports format because whilst it may have been expected that relationships between SDO/RWA are similar in effect size across measures of both implicit and explicit attitude (because they tap into the same underlying attitude), there was great scope to acknowledge a more complex set of findings which may not be immediately interpretable or coherent.
As expected, the results were not completely unambiguous, but the mostly consistent relationships between implicit attitudes and RWA/SDO provided evidence towards both implicit and explict measures capturing the same underlying construct. These results also provide a useful step forward in our discussion of measurement in this domain, acknowledging the complexity of the tradeoff between reliability and specificity.
The Stage 2 manuscript was evaluated over two rounds of in-depth review. Based on detailed responses to the reviewers' comments, the recommender judged that the manuscript met the Stage 2 criteria and awarded a positive recommendation.
URL to the preregistered Stage 1 protocol: https://osf.io/zv4jw
Level of bias control achieved: Level 5. All of the data or evidence that was used to answer the research question existed before the research commenced but was inaccessible to the authors and thus unobservable prior to IPA. List of eligible PCI-RR-friendly journals:
References
1. Flake, J. K. & Fried, E. I. (2020). Measurement schmeasurement: Questionable measurement practices and how to avoid them. Advances in Methods and Practices in Psychological Science, 3, 456-465. https://doi.org/10.1177/2515245920952393 2. Reid, J. & Inbar, Y. (2024). Implicit Ideologies: Do Right-Wing Authoritarianism and Social Dominance Orientation Predict Implicit Attitudes? [Stage 2]. Acceptance of Version 6 by Peer Community in Registered Reports. https://doi.org/10.31234/osf.io/8udps | Implicit Ideologies: Do Right-Wing Authoritarianism and Social Dominance Orientation Predict Implicit Attitudes? | Jesse S Reid, Yoel Inbar | <p>Many social and political attitudes, beliefs and behaviours can be predicted by Right-Wing Authoritarianism (RWA; a preference for authority and tradition) and Social Dominance Orientation (SDO; a preference for social hierarchies and inequalit... | Social sciences | Thomas Evans | Luisa Liekefett, Anonymous | 2024-04-02 19:47:51 | View | |
Do prediction errors of perceived exertion inform the level of running pleasure?Damien Brevers, Guillaume Martinent, İrem Tuğçe Öz, Olivier Desmedt, Bas de Geus https://doi.org/10.17605/OSF.IO/2SB86Running pleasure results from finding it easier than you thought you wouldRecommended by Zoltan DienesThe reward value of a stimulus is based on an error in prediction: Things going better than predicted. Could this learning principle, often tested on short acting stimuli, also apply to a long lasting episode, like going for a run? Could how rewarding a run is be based on the run going better than predicted?
Understanding the conditions under which exercise is pleasurable could of course be relevant to tempting people to do more of it! In the current study, Brevers et al. (2024) asked people before a daily run to predict the amount of perceived exertion they would experience; then just after the run, to rate the retrospective amount of perceived exertion actually experienced. The difference between the two ratings was the prediction error. Participants also rated their remembered pleasure in running. As hypothesized, the authors found that running pleasure increased linearly with how much retrospective exertion was than predicted.
The Stage 2 manuscript received one round of review from two external reviewers, then some minor comments from the recommender, after which it was judged to satisfy the Stage 2 criteria and was awarded a positive recommendation. URL to the preregistered Stage 1 protocol: https://osf.io/xh724
Level of bias control achieved: Level 6. No part of the data or evidence that was used to answer the research question was generated until after IPA. List of eligible PCI RR-friendly journals:
References
1. Brevers, D., Martinent, G., Oz, I. T., Desmedt, O. & de Geus, B. (2024). Do prediction errors of perceived exertion inform the level of running pleasure? [Stage 2]. In principle acceptance of Version 3 by Peer Community in Registered Reports. https://osf.io/xfgqp | Do prediction errors of perceived exertion inform the level of running pleasure? | Damien Brevers, Guillaume Martinent, İrem Tuğçe Öz, Olivier Desmedt, Bas de Geus | <p>Humans have the ability to mentally project themselves into future events (prospective thinking) to promote the implementation of health-oriented behaviors, such as the planning of daily physical exercise sessions. Nevertheless, it is currently... | Social sciences | Zoltan Dienes | 2024-04-26 11:58:57 | View | ||
Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions Registered Report of Lerner and Keltner (2001)Sirui Lu; Emir Efendić; Gilad Feldman https://doi.org/10.17605/OSF.IO/T5KZ9Mixed evidence for the Appraisal-Tendency Framework in explaining links between emotion and decision-makingRecommended by Chris ChambersHow do emotions interact with cognition? The last 40 years has witnessed the rise of cognitive-appraisal theories, which propose that emotions can be differentiated along an axis of cognitive dimensions such as certainty, pleasantness, attentional activity, control, anticipated effort, and responsibility (Smith and Ellsworth, 1985). Early tests of such theories focused especially on the impact of the valence – pleasantness/unpleasantness – of emotions on judgment and decision-making, finding, for instance, that negative mood induction can heighten pessimistic estimates of risk (Johnson & Tversky, 1983).
The Appraisal-Tendency Framework proposed by Lerner and Keltner (2000) refined cognitive-appraisal theory by proposing that specific emotions trigger a predisposition to appraise future (or hypothetical) events in line with the central appraisal dimensions that triggered the emotion, even when the emotion and the judgment are unrelated. For example, an individual who is triggered to become fearful of a heightened risk, such as nuclear war, may then exhibit heightened pessimism about risks unrelated to war. The Appraisal-Tendency Framework also predicts relationships between traits, such as fear, anger and risk-taking/risk-seeking tendencies. In an influential paper, Lerner and Keltner (2001) reported direct empirical support for the Appraisal-Tendency Framework, which aside from its influence in cognitive/affective psychology has had considerable impact in behavioural economics, moral psychology, and studies of consumer behaviour.
In the current study, Lu et al. (2024) replicated three key studies from Lerner and Keltner (2001) in a large online sample. Through a combination of replication and extension, the authors probed the relationship between various trait emotions (including fear, anger, happiness, and hope) and trait characteristics of risk seeking and optimistic risk assessment. The authors also examined how the ambiguity of triggering events moderates the relationship between specific emotions and risk judgments.
Overall, the results provide mixed support for the predictions of the Appraisal-Tendency Framework. Trait anger and trait happiness were positively associated with risk-seeking and optimistic risk estimates, while trait fear was negatively associated with optimistic risk assessment (although a reliable association between fear and risk-seeking was not observed). The original finding of Lerner and Keltner (2001) that the valence-based approach applied to risk optimism for unambiguous events was not supported. In addition, there was no reliable evidence for a positive relationship between hope and risk-seeking preference or optimistic risk estimates. The authors conclude that future research should consider a wider range of emotions to develop a more complete understanding of the link to risk-related judgment and decision-making.
The Stage 2 manuscript was evaluated over one round of in-depth review. Based on detailed responses to the reviewers' comments, the recommender judged that the manuscript met the Stage 2 criteria and therefore awarded a positive recommendation.
URL to the preregistered Stage 1 protocol: https://osf.io/8yu2x Level of bias control achieved: Level 6. No part of the data or evidence that was used to answer the research question was generated until after IPA.
List of eligible PCI RR-friendly journals:
References
1. Smith, C. A., & Ellsworth, P. C. (1985). Patterns of cognitive appraisal in emotion. Journal of Personality and Social Psychology, 48, 813-838. https://doi.org/10.1037/0022-3514.48.4.813
2. Johnson, E. J., & Tversky, A. (1983). Affect, generalization, and the perception of risk. Journal of Personality and Social Psychology, 45(1), 20–31. https://doi.org/10.1037/0022-3514.45.1.20
3. Lerner, J. S., & Keltner, D. (2000). Beyond valence: Toward a model of emotion-specific influences on judgment and choice. Cognition & Emotion, 14, 473-493. https://doi.org/10.1080/026999300402763
4. Lerner, J. S., & Keltner, D. (2001). Fear, anger, and risk. Journal of Personality and Social Psychology, 81, 146–159. https://doi.org/10.1037/0022-3514.81.1.146
5. Lu, S., Efendić, E., & Feldman, G. (2024). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions Registered Report of Lerner and Keltner (2001) [Stage 2]. Acceptance of Version 2 by Peer Community in Registered Reports. https://osf.io/xytsw | Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions Registered Report of Lerner and Keltner (2001) | Sirui Lu; Emir Efendić; Gilad Feldman | <p>The appraisal-tendency framework proposed that specific emotions predispose individuals to appraise future events corresponding to the core appraisal themes of the emotions. In a Registered Report with a US American online Amazon Mechanical Tur... | Social sciences | Chris Chambers | 2024-04-26 16:55:30 | View | ||
06 Mar 2025
STAGE 1
![]() The role of extra-striate areas in conscious motor behavior: a registered report with Fast-Optical ImagingElisabetta Colombari, Giorgia Parisi, Sonia Mele, Chiara Mazzi, Silvia Savazzi https://www.biorxiv.org/content/10.1101/2024.04.23.590726v5.full.pdfNeural underpinning of conscious perception of visual stimuli disentangled from motor confoundsRecommended by Anoushiravan ZahediThe debate about consciousness and its neural underpinnings is a hot topic in cognitive neuroscience that has driven innovative original research and theoretical frameworks (Dehaene et al., 2006; Lamme, 2006). Consciousness itself can be defined and studied from different perspectives, such as neuropsychology (Laureys et al., 2004; Monti, 2012), applied philosophy (Blanke & Metzinger, 2009), and experimental cognitive neuroscience (Dehaene & Changeux, 2011). However, after several decades of research via different methods and from different perspectives, basic questions regarding consciousness and its neural underpinnings are still debated (Chalmers, 2010). One of the reasons for this ongoing debate is that consciousness cannot be easily disentangled from confounds, such as involvement of other cognitive processes like memory, language, and so forth (Dehaene & Changeux, 2011).
In the current study, Colombari et al. (2025) focus on disentangling neural markers of conscious visual perception from motoric responses. To this end, the study uses a cutting-edge neuroimaging technique, Event-Related Optical Signal (EROS), to measure the neural responses during a Go/No-Go detection task, which is especially designed to gauge visual perception regardless of response production. The study, therefore, is instrumental in addressing the neural foundation of conscious visual perception and is well situated to advance our understanding of consciousness and its neural underpinnings.
The Stage 1 submission was evaluated by three expert reviewers. After several rounds of revision, the recommender determined that the manuscript met the Stage 1 criteria and awarded in-principle acceptance (IPA).
URL to the preregistered Stage 1 protocol: https://osf.io/8ya2t
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. Blanke, O., & Metzinger, T. (2009). Full-body illusions and minimal phenomenal selfhood. Trends in Cognitive Sciences, 13, 7-13. https://doi.org/10.1016/j.tics.2008.10.003
2. Chalmers, D. J. (2010). Facing Up to the Problem of Consciousness. In The Character of Consciousness (pp. 3-34). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195311105.003.0001 3. Colombari, E., Parisi, G., Mele, S., Mazzi, C., & Savazzi, S. (2025). The role of extra-striate areas in conscious motor behavior: a registered report with Fast-Optical Imaging. In principle acceptance of Version 5 by Peer Community in Registered Reports. https://osf.io/8ya2t
4. Dehaene, S., & Changeux, J. P. (2011). Experimental and theoretical approaches to conscious processing. Neuron, 70, 200-227. https://doi.org/10.1016/j.neuron.2011.03.018
5. Dehaene, S., Changeux, J. P., Naccache, L., Sackur, J., & Sergent, C. (2006). Conscious, preconscious, and subliminal processing: a testable taxonomy. Trends in Cognitive Sciences, 10, 204-211. https://doi.org/10.1016/j.tics.2006.03.007
6. Lamme, V. A. (2006). Towards a true neural stance on consciousness. Trends in Cognitive Sciences, 10, 494-501. https://doi.org/10.1016/j.tics.2006.09.001
7. Laureys, S., Owen, A. M., & Schiff, N. D. (2004). Brain function in coma, vegetative state, and related disorders. The Lancet Neurology, 3, 537-546. https://doi.org/10.1016/s1474-4422(04)00852-x
8. Monti, M. M. (2012). Cognition in the vegetative state. Annual Review of Clinical Psychology, 8, 431-454. https://doi.org/10.1146/annurev-clinpsy-032511-143050
| The role of extra-striate areas in conscious motor behavior: a registered report with Fast-Optical Imaging | Elisabetta Colombari, Giorgia Parisi, Sonia Mele, Chiara Mazzi, Silvia Savazzi | <p>Disclosing the brain areas responsible for the emergence of visual awareness and their timing of activation represents one of the major challenges in consciousness research. In particular, isolating the neural processes strictly related to cons... | Life Sciences, Social sciences | Anoushiravan Zahedi | 2024-04-26 22:44:25 | View | ||
Factors impacting effective altruism: Revisiting heuristics and biases in charity in a replication and extensions Registered Report of Baron and Szymanska (2011)Mannix Chan, Gilad Feldman https://osf.io/4etkpUnderstanding biases and heuristics in charity donationsRecommended by Romain EspinosaDecisions to give to charities are affected by numerous external and internal factors. Understanding the elements influencing donation decisions is of first-order importance for science and society. On the scientific side, understanding the determinants of charity-giving contributes to the knowledge of altruistic behaviors in the presence of collective problems such as poverty, climate change, or animal welfare. On the social side, pointing out which factors affect donations can help increase prosocial behaviors and might facilitate collective actions in the case of public goods. Previous work has identified multiple mechanisms affecting altruistic donations to charities (Bekkers and Wiepking, 2011). Importantly, Baron and Szymanska (2011) collected empirical evidence suggesting that people prefer (i) their donations to be directly used for projects rather than organizational costs, (ii) when charities have low past costs, (iii) to diversity their donations into several NGOs, (iv) to favor charities that deal with close peers like nationals, and (v) to give voluntarily rather than through taxes. Here, Chan and Feldman (2024) conducted a close replication of Studies 1 to 4 of Baron and Szymanska (2011) using a large sample of online participants (four studies, overall N=1,403). In their replication, the authors found supporting evidence for the phenomena reported in the original study. In particular, people were more likely to donate to charities with lower organizational and lower past costs, to diversify their donations, and to show ingroup/nationalist preferences with larger donations to NGOs helping local over foreign children. Chan and Feldman (2024) ran additional analyses that indicated validity concerns regarding the analysis and questions that resulted in finding a preference for voluntary donations over taxation. In their added extensions that went beyond the original study, they also found that donors preferred to donate to charities whose overhead costs are paid for by other donors and unexpected evidence that making donations anonymous increased rather than decreased contributions. The Stage 2 manuscript was evaluated over one round of in-depth review by the recommender and two expert reviewers. Following revision, the recommender judged that the manuscript met the Stage 2 criteria and awarded a positive recommendation.
URL to the preregistered Stage 1 protocol: https://osf.io/gmswz
Level of bias control achieved: Level 6. No part of the data or evidence that was used to answer the research question was generated until after IPA. List of eligible PCI RR-friendly journals:
References
1. Baron, J. and Szymanska, E. (2011). Heuristics and Biases in Charity. In D. M. Oppenheimer and C. Y. Olivola (Eds.), The Science of Giving: Experimental Approaches to the Study of Charity (pp. 215–235). Psychology Press. https://doi.org/10.4324/9780203865972
2. Bekkers, R. and Wiepking, P. (2011). A Literature Review of Empirical Studies of Philanthropy. Nonprofit and Voluntary Sector Quarterly, 40, 924–973. https://doi.org/10.1177/0899764010380927
3. Chan, M. and Feldman, G. (2024). Factors impacting effective altruism: Revisiting heuristics and biases in charity in a replication and extensions Registered Report of Baron and Szymanska (2011) [Stage 2]. Acceptance of Version 5 by Peer Community in Registered Reports. https://osf.io/4etkp
| Factors impacting effective altruism: Revisiting heuristics and biases in charity in a replication and extensions Registered Report of Baron and Szymanska (2011) | Mannix Chan, Gilad Feldman | <p>Individuals who donate to charity may be affected by various biases and donate inefficiently. In a replication and extension Registered Report with a US Amazon Mechanical Turk sample using CloudResearch (N = 1403), we replicated Studies 1 to 4 ... | Social sciences | Romain Espinosa | 2024-04-27 02:28:49 | View |
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