What's in a Badge? A Computational Reproducibility Investigation of the Open Data Badge Policy in One Issue of Psychological Science.

In April 2019, Psychological Science published its first issue in which all Research Articles received the Open Data badge. We used that issue to investigate the effectiveness of this badge, focusing on the adherence to its aim at Psychological Science: sharing both data and code to ensure reproducibility of results. Twelve researchers of varying experience levels attempted to reproduce the results of the empirical articles in the target issue (at least three researchers per article). We found that all 14 articles provided at least some data and six provided analysis code, but only one article was rated to be exactly reproducible, and three were rated as essentially reproducible with minor deviations. We suggest that researchers should be encouraged to adhere to the higher standard in force at Psychological Science. Moreover, a check of reproducibility during peer review may be preferable to the disclosure method of awarding badges.

(Eye-)tracking the escape from the self: guilt proneness moderates the effect of failure on self-avoidance.

Failure increases the motivation to escape self-awareness. To date, however, the role of self-conscious emotions (shame and guilt) in triggering escape responses after failure has not been sufficiently addressed. In this pre-registered study (N = 156 undergraduates), we adapted a classic paradigm (avoidance of one's image in a mirror) to a modern eye-tracking technology to test the hypothesis that shame proneness moderates the effect of failure on self-awareness avoidance. Individual differences in guilt and shame proneness were assessed before priming thoughts of failure or success. Then, an eye-tracking paradigm was used to monitor gaze avoidance of one's screen-reflected face during a neutral, unrelated task. Unexpectedly, results showed that guilt but not shame proneness exacerbated self-avoidance after failure. The present findings challenge the dominant view that shame fosters avoidance more so than guilt.