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- research-articleMay 2023
Do open science badges work? Estimating the effects of open science badges on an article’s social media attention and research impacts
Scientometrics (SPSCI), Volume 128, Issue 6Pages 3627–3648https://doi.org/10.1007/s11192-023-04720-7AbstractAs a response to the replicability crisis, awarding open science badges was designed as an incentive for researchers to participate in open science practices (e.g., sharing data, sharing materials, and preregistration). Estimating the ...
- research-articleDecember 2022
Prediction scoring of data-driven discoveries for reproducible research
AbstractPredictive modeling uncovers knowledge and insights regarding a hypothesized data generating mechanism (DGM). Results from different studies on a complex DGM, derived from different data sets, and using complicated models and algorithms, are hard ...
- ArticleSeptember 2022
Data-Driven Multi-modal Partial Medical Image Preregistration by Template Space Patch Mapping
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022Pages 259–268https://doi.org/10.1007/978-3-031-16446-0_25AbstractImage registration is an essential part of Medical Image Analysis. Traditional local search methods (e.g., Mean Square Errors (MSE) and Normalized Mutual Information (NMI)) achieve accurate registration but require good initialization. However, ...
- research-articleAugust 2022
Launching Registered Report Replications in Computer Science Education Research
ICER '22: Proceedings of the 2022 ACM Conference on International Computing Education Research - Volume 1Pages 309–322https://doi.org/10.1145/3501385.3543971Background and Context. The quality of a research field is greatly determined by the quality of its publications. However, in many research fields this quality is endangered because of biases towards publishing positive results, which have led to ...
- research-articleApril 2022
Apéritif: Scaffolding Preregistrations to Automatically Generate Analysis Code and Methods Descriptions
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing SystemsArticle No.: 207, Pages 1–15https://doi.org/10.1145/3491102.3517707The HCI community has been advocating preregistration as a practice to improve the credibility of scientific research. However, it remains unclear how HCI researchers preregister studies and what preregistration users perceive as benefits and ...