Evidence map›Paper›PMID 40931240›Full record

ArticleBehavior research methods2025

The Emotional Crying Behavior Dataset (ECBD): A comprehensive resource to study the multifaceted nature of emotional crying.

Monika Wróbel, Janis Zickfeld, Paweł Ciesielski

Abstract readDataset
In one paragraph

Article in Behavior research methods, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Monika WróbelInstitute of Psychology, University of Lodz, Lodz, Poland.ORCID http://orcid.org/0000-0002-4326-6154
Janis ZickfeldDepartment of Management, Aarhus University, Fuglesangs Allé 4, 8210, Aarhus V, Denmark. jz@mgmt.au.dk.ORCID http://orcid.org/0000-0001-7660-2719
Paweł CiesielskiFaculty of Psychology and Cognitive Sciences, Adam Mickiewicz University, Poznań, Poland.ORCID http://orcid.org/0000-0002-2022-2706

Funding

Narodowe Centrum Nauki 2021/43/B/HS6/01882
6 · The paper itself

Abstract

Emotional crying is a complex and multifaceted expression that is frequently observed in humans. Its communicative effects have been recently studied in more detail. However, many studies focus on just one specific feature of emotional crying, most often emotional tears, neglecting the complex nature of the expression. Reports about crying episodes observe that tears most commonly occur in combination with other features such as facial expressions, vocalizations, gestures, and varied temporal dynamics. This shortcoming in research is mostly explained by a lack of adequately controlled stimuli depicting different crying features. Here, we provide a solution for this problem by introducing the Emotional Crying Behavior Dataset (ECBD), an openly available resource of 500 videos depicting 10 actors posing variations in tear intensity, facial expression intensity, vocalizations, gestures, and temporal dynamics, and the combination thereof. We present two studies (N = 2,729) providing evidence for the validity of the dataset. In addition, we developed a static supplementary resource (ECBD-S) with 70 pictures depicting variations in tears and facial expression intensity that was successfully validated across two studies (N = 601). Overall, our findings support the validity of this new stimulus set that closes a gap in the research on the interpersonal effects of emotional crying. The dataset is openly available for non-commercial research purposes at https://zenodo.org/records/15147817 .

Indexed as

CryingEmotionsFacial ExpressionGesturesHumansCryingDynamic stimuliEmotional expressionEmotional tearsVideo dataset

Identifiers

PMID40931240
PMCPMC12423160

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.