cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15211678
title: Testing auditory social cognition precursors in 12-month-old infants through remote videoconference setting

description: This database includes the raw data linked with the paper “Testing auditory social cognition precursors in 12-month-old infants through remote videoconference setting” under review on European Journal of Developmental Psychology. In this study we present a new remotely delivered task to evaluate infants’ socio cognitive behaviors in response to human and non-human auditory stimuli.

Procedures

Ninety-one infants and their mothers participated in a remote task. At infants’ 12-month-age, a remote mother-infant interaction was videotaped: after an initial 2-min face-to-face episode, the experimenter remotely played a series of four auditory stimuli (human vs. non-human). Infants’ orienting, communication, and pointing toward the auditory source was micro-analytically coded.

Analytical plan

Two scores were obtained for each socio-cognitive behavior: a dichotomous index of display (1) or non-display (0) for the entire duration of the Exposure episodes and a continuous index (i.e., expressed as percentage on total Exposure episode duration for orienting, communication and pointing; expressed as frequency for triangulation). Separate independent repeated-measure analyses of variance (ANOVAs) were used to assess the presence of statistically significant within-subject differences among task episodes for each socio-cognitive behavior. Separate independent t-tests were used to test potential sex differences.

Findings in brief

Infants exhibited similar reactions to both human and non-human auditory stimuli. All infants oriented toward the sound source, approximately 80% of infants engaged in some form of communication, 48% showed at least one pointing toward the sound, and 73.6% showed at least one triangulation. The remote auditory task was effective in eliciting target socio cognitive behaviors.
DOI: 10.5281/zenodo.15211679
title: Testing auditory social cognition precursors in 12-month-old infants through remote videoconference setting

description: This database includes the raw data linked with the paper “Testing auditory social cognition precursors in 12-month-old infants through remote videoconference setting” under review on European Journal of Developmental Psychology. In this study we present a new remotely delivered task to evaluate infants’ socio cognitive behaviors in response to human and non-human auditory stimuli.

Procedures

Ninety-one infants and their mothers participated in a remote task. At infants’ 12-month-age, a remote mother-infant interaction was videotaped: after an initial 2-min face-to-face episode, the experimenter remotely played a series of four auditory stimuli (human vs. non-human). Infants’ orienting, communication, and pointing toward the auditory source was micro-analytically coded.

Analytical plan

Two scores were obtained for each socio-cognitive behavior: a dichotomous index of display (1) or non-display (0) for the entire duration of the Exposure episodes and a continuous index (i.e., expressed as percentage on total Exposure episode duration for orienting, communication and pointing; expressed as frequency for triangulation). Separate independent repeated-measure analyses of variance (ANOVAs) were used to assess the presence of statistically significant within-subject differences among task episodes for each socio-cognitive behavior. Separate independent t-tests were used to test potential sex differences.

Findings in brief

Infants exhibited similar reactions to both human and non-human auditory stimuli. All infants oriented toward the sound source, approximately 80% of infants engaged in some form of communication, 48% showed at least one pointing toward the sound, and 73.6% showed at least one triangulation. The remote auditory task was effective in eliciting target socio cognitive behaviors.
DOI: 10.6084/m9.figshare.28930214
title: datasets.zip

description: The used datasets
DOI: 10.5281/zenodo.15211828
title: Exploring the impact of manual and automatic EEG pre-processing methods on interpersonal neural synchrony measures in parent-infant hyperscanning studies

description: This database includes the raw data linked with the paper “Exploring the impact of manual and automatic EEG pre-processing methods on interpersonal neural synchrony measures in parent-infant hyperscanning studies”, accepted for publication on Journal of Neuroscience Methods. This publication is part of the “2-Brain Regulation for Improved Neuroprotection during Early Development (2-BRAINED)” research project. In this paper, we explore how the degree of automatization of parent-infant electroencephalography (EEG) data pre-processing pipelines impacts measures of brain-to-brain co-regulation.

Procedures

EEG data collected on 31 mother-infant dyads (8-10 months) engaged in a Face-to-Face Still-Face Procedure were pre-processed with two version of the same pipeline, the “automated” (no involvement of the coder) and the “manual” (involvement of the coder in artifact rejection). Mother-infant brain-to-brain co-regulation was estimated after automated and after manual pre-processing via computation of cross-frequency Phase-Locking Value (PLV) in the theta and alpha frequency bands.

Analytical plan

Differences in the main pre-processing outputs, such as the number of interpolated channels, percentage of rejected ICs and number of rejected epochs per episode were assessed via Student’s t-tests for paired samples. PLVs obtained after automated and manual pre-processing were compared via repeated measures ANOVA (Pipeline and FFSF Episode as factors) and Pearson’s correlations.

Findings in brief

PLVs computed in the theta, but not alpha, frequency band were significantly higher after automated pre-processing than after manual pre-processing. Moreover, the automated pipeline rejected a significantly lower percentage of ICs and epochs compared to the manual pipeline.
DOI: 10.5281/zenodo.15211829
title: Exploring the impact of manual and automatic EEG pre-processing methods on interpersonal neural synchrony measures in parent-infant hyperscanning studies

description: This database includes the raw data linked with the paper “Exploring the impact of manual and automatic EEG pre-processing methods on interpersonal neural synchrony measures in parent-infant hyperscanning studies”, accepted for publication on Journal of Neuroscience Methods. This publication is part of the “2-Brain Regulation for Improved Neuroprotection during Early Development (2-BRAINED)” research project. In this paper, we explore how the degree of automatization of parent-infant electroencephalography (EEG) data pre-processing pipelines impacts measures of brain-to-brain co-regulation.

Procedures

EEG data collected on 31 mother-infant dyads (8-10 months) engaged in a Face-to-Face Still-Face Procedure were pre-processed with two version of the same pipeline, the “automated” (no involvement of the coder) and the “manual” (involvement of the coder in artifact rejection). Mother-infant brain-to-brain co-regulation was estimated after automated and after manual pre-processing via computation of cross-frequency Phase-Locking Value (PLV) in the theta and alpha frequency bands.

Analytical plan

Differences in the main pre-processing outputs, such as the number of interpolated channels, percentage of rejected ICs and number of rejected epochs per episode were assessed via Student’s t-tests for paired samples. PLVs obtained after automated and manual pre-processing were compared via repeated measures ANOVA (Pipeline and FFSF Episode as factors) and Pearson’s correlations.

Findings in brief

PLVs computed in the theta, but not alpha, frequency band were significantly higher after automated pre-processing than after manual pre-processing. Moreover, the automated pipeline rejected a significantly lower percentage of ICs and epochs compared to the manual pipeline.
DOI: 10.26165/juelich-data/h155mz
title: Replication Data for: 3D KMC-based investigation of the influence of dopants on the reliability of VCM ReRAM

description: The present data repository contains the matlab scripts and the simulation data obtained with our 3D KMC model to recreate the figures of the publication '3D KMC-based investigation of the influence of dopants on the reliability of VCM ReRAM'.
DOI: 10.5281/zenodo.15341450
title: Coding and analysis: Instruments to Assess Teacher Social Capital: A Systematic Review of Techniques, Dimensions, and Methodological Implications.
DOI: 10.5281/zenodo.15341451
title: Coding and analysis: Instruments to Assess Teacher Social Capital: A Systematic Review of Techniques, Dimensions, and Methodological Implications.
DOI: 10.5281/zenodo.15240974
title: Code and Data for Transcriptomic Analysis of DMDmdx and WT Rats
title: Molecular Profiling and Pathway Analysis in DMDmdx Rats: Insights into Gene Dysregulation and Muscle Pathology

description: This repository contains R scripts and associated files used for the analysis of RNA-Seq data comparing DMDmdx and WT rat muscle tissues. Includes DESeq2 differential gene expression analysis, GO enrichment, and visualizations.
DOI: 10.5281/zenodo.15240975
title: Code and Data for Transcriptomic Analysis of DMDmdx and WT Rats
title: Molecular Profiling and Pathway Analysis in DMDmdx Rats: Insights into Gene Dysregulation and Muscle Pathology

description: This repository contains R scripts and associated files used for the analysis of RNA-Seq data comparing DMDmdx and WT rat muscle tissues. Includes DESeq2 differential gene expression analysis, GO enrichment, and visualizations.
DOI: 10.5281/zenodo.12633605
title: Joint attention initiation and exogenous attention allocation during mother-infant interaction at 12 months associate with 24-month vocabulary composition

description: This database includes the raw data linked with the paper "Joint attention initiation and exogenous attention allocation during mother-infant interaction at 12 months associate with 24-month vocabulary composition". The present study explores how early forms of attention during mother-infant interaction at 12 months (i.e., exogenous attention allocation and joint attention initiation) might modulate individual differences in 24 months language development.

Methods

Forty-six infants (born at term, from healthy pregnancies) and their mothers were included.

At infants’ 12-month-age, mothers and infants participated to a video-recorded face-to-face interaction via teleconferencing. After 2 minutes of free playful interaction, researchers introduced series of three  socially meaningful sounds. While the sounds played (30 seconds), mothers were instructed to maintain neutral expressions. After each exposure, play resumed for 30 seconds (reprise). Episodes were micro-analytically coded. The proportion of time of infant's gaze to the auditory stimulus source was coded as Exogenous attention allocation (EAA) and to the mother as Social Attention to mother (SAM). Joint attention initiation (JAI) was measured as the frequency of occurrence of a sequence of infant gaze behaviours (within 2 seconds): (1) orienting to the source; (2) orienting to the mother; (3) orienting back to the source. At 24 moths, mothers filled the McArthur Bates Communication Development Inventory (CDI). Quantitative measure of vocabulary size was computed (number of words produced) and qualitative vocabulary composition (%) was obtained for four major word categories (i.e., social, nouns, predicates and closed-class words).

Results (in brief)

Findings showed significant negative associations between early life EAA and later vocabulary composition (i.e., predicate %). This association was modulated by JAI: infants displaying lower levels of JAI showed a negative association between EAA and language development.
DOI: 10.5281/zenodo.12633606
title: Joint attention initiation and exogenous attention allocation during mother-infant interaction at 12 months associate with 24-month vocabulary composition

description: This database includes the raw data linked with the paper "Joint attention initiation and exogenous attention allocation during mother-infant interaction at 12 months associate with 24-month vocabulary composition". The present study explores how early forms of attention during mother-infant interaction at 12 months (i.e., exogenous attention allocation and joint attention initiation) might modulate individual differences in 24 months language development.

Methods

Forty-six infants (born at term, from healthy pregnancies) and their mothers were included.

At infants’ 12-month-age, mothers and infants participated to a video-recorded face-to-face interaction via teleconferencing. After 2 minutes of free playful interaction, researchers introduced series of three  socially meaningful sounds. While the sounds played (30 seconds), mothers were instructed to maintain neutral expressions. After each exposure, play resumed for 30 seconds (reprise). Episodes were micro-analytically coded. The proportion of time of infant's gaze to the auditory stimulus source was coded as Exogenous attention allocation (EAA) and to the mother as Social Attention to mother (SAM). Joint attention initiation (JAI) was measured as the frequency of occurrence of a sequence of infant gaze behaviours (within 2 seconds): (1) orienting to the source; (2) orienting to the mother; (3) orienting back to the source. At 24 moths, mothers filled the McArthur Bates Communication Development Inventory (CDI). Quantitative measure of vocabulary size was computed (number of words produced) and qualitative vocabulary composition (%) was obtained for four major word categories (i.e., social, nouns, predicates and closed-class words).

Results (in brief)

Findings showed significant negative associations between early life EAA and later vocabulary composition (i.e., predicate %). This association was modulated by JAI: infants displaying lower levels of JAI showed a negative association between EAA and language development.
DOI: 10.15468/dl.sgs8ey
title: Occurrence Download

description: A dataset containing 1118626 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ArtenFinder"
 ]
}

 The dataset includes 1118626 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015759-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv2z5c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((86.89915 27.87504,105.6253 -15.08496,171.35044 -5.90547,126.55453 36.07538,86.89915 27.87504))",
 "TaxonKey is Gebiacantha plantae (Sakai, 1982)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015760-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nukn8t
title: Occurrence Download

description: A dataset containing 852501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zenaida auriculata (Des Murs, 1847)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 852501 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015758-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62qxpw
title: Occurrence Download

description: A dataset containing 7049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "TaxonKey is Haliaeetus leucoryphus (Pallas, 1771)"
 ]
}

 The dataset includes 7049 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015761-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28930253
title: dataset.zip

description: Dataset used in HOCCLUS
DOI: 10.6084/m9.figshare.28929944
title: regression code

description: This is the regression code of the article "<b>Empowering Active Aging Through Digital Integration: The C</b><b>orrelation</b><b> B</b><b>etween</b><b> Internet Use A</b><b>nd</b><b> The Ability Older Adults Cope with Difficulties</b>".
DOI: 10.6084/m9.figshare.28929944.v2
title: regression code

description: This is the regression code of the article "<b>Empowering Active Aging Through Digital Integration: The C</b><b>orrelation</b><b> B</b><b>etween</b><b> Internet Use A</b><b>nd</b><b> The Ability Older Adults Cope with Difficulties</b>".
DOI: 10.6084/m9.figshare.28929944.v1
title: 回归代码.do

description: 3eqweqeq
DOI: 10.6084/m9.figshare.28930238
title: Dane dla powiatu Chrzanowskiego w latach 2018-2023

description: Wskaźnikowa analiza rozwoju społeczno-gospodarczego gmin powiatu Chrzanowskiego z uwzględnieniem uwarunkowań kulturowych  <br>
DOI: 10.7479/24gz-tv93
title: Geschäftsbericht 2021

description: Der Geschäftsbericht enthält Kurzbeiträge, Highlights und Zahlen (Haushalt, Personal, Presse, Social media, Besuchende) aus dem Jahr 2021.
DOI: 10.6084/m9.figshare.28930247
title: SyntheticDatasets.zip

description: Synthetic Datasets used in HOCCLUS
DOI: 10.6084/m9.figshare.28930247.v1
title: SyntheticDatasets.zip

description: Synthetic Datasets used in HOCCLUS
DOI: 10.5281/zenodo.15341013
title: Datos vaciado constelaciones multimodales. 2024-2025

description: Estos datos forman parte de la investigación Inteligencia artificial para la evaluación de constelaciones multimodales.

This data is part of the research Artificial intelligence for the evaluation of multimodal constellations.
DOI: 10.5281/zenodo.15341014
title: Datos vaciado constelaciones multimodales. 2024-2025

description: Estos datos forman parte de la investigación Inteligencia artificial para la evaluación de constelaciones multimodales.

This data is part of the research Artificial intelligence for the evaluation of multimodal constellations.
DOI: 10.6084/m9.figshare.28685312.v48
title: Supplementary Material for: Evidence on protective factors for dementia and cognitive impairment in older adults: an umbrella review

description: Introduction: Dementia represents a global public health challenge, and no conclusive evidence exists on how to prevent its onset or at least reduce the risk. This umbrella review aims to identify interventions or exposures that can reduce the incidence of dementia or cognitive impairment.
Methods: A search of meta-analyses and systematic reviews published from 2018 to 2025 (January) was conducted across four databases. Articles assessing associations between interventions or exposures to protective factors and incidence of dementia or cognitive decline in non-demented older adults were selected.
Results: Out of 6,324 articles, 177 underwent full-text screening, and 17 were included. They showed that psychosocial factors (social engagement, purpose in life, life satisfaction, and cognitive reserve) and influenza vaccination protect against dementia. Evidence on antihypertensives is promising, while evidence on low-dose aspirin is promising yet inconclusive. No clear results emerged for both single- and multi-domain lifestyle interventions.
Conclusions: These results offer new insight on potential targets for dementia prevention, a global public health priority. In particular, favorable psychosocial factors and influenza vaccination, undervalued in the scientific debate on dementia prevention, emerged as promising and feasible targets for preventive initiatives. Future research should focus on fine-tuning interventions to promote brain health, exploring their underlying mechanisms, and developing targeted and personalized strategies for specific population subgroups.
DOI: 10.6084/m9.figshare.28930262
title: Supplementary Material for: The Relationship between Stigma and Healthcare Interaction in Alopecia Areata

description: Introduction: People with alopecia areata (AA) experience stigma, but little is known about how this affects healthcare interaction (HCI). We aim to explore the relationship between stigma and HCI in AA. 
Methods: A cross-sectional survey of 500 members of the National Alopecia Areata Foundation was performed. Survey items related to stigma and HCI were summed and sorted into low, medium, and high tertiles. Multinomial logistic regressions were performed to control for demographic and clinical factors.
Results: Respondents (n=500) were white (80.0%), female (86.2%), and insured (96.0%), with a plurality earning over $100,000 annually (34.2%). Participants in the high-stigma subgroup were more likely to be in the low-HCI subgroup (RRR: 2.22; 95% CI: 1.31–3.76; p=0.003), in comparison to participants in the low- or moderate-stigma subgroups (RRR for both: 0.45; p&lt;0.05). This relationship was independent of demographics and clinical characteristics. However, data are from a population with limited socioeconomic diversity and high baseline healthcare engagement. 
Conclusion: People with AA who experience high stigma are less likely to interact with the healthcare system, which cannot be explained by demographics or clinical factors. Stigma and HCI may be related in a dose-dependent manner, and future investigation is needed to support access to care.
DOI: 10.6084/m9.figshare.28930262.v1
title: Supplementary Material for: The Relationship between Stigma and Healthcare Interaction in Alopecia Areata

description: Introduction: People with alopecia areata (AA) experience stigma, but little is known about how this affects healthcare interaction (HCI). We aim to explore the relationship between stigma and HCI in AA. 
Methods: A cross-sectional survey of 500 members of the National Alopecia Areata Foundation was performed. Survey items related to stigma and HCI were summed and sorted into low, medium, and high tertiles. Multinomial logistic regressions were performed to control for demographic and clinical factors.
Results: Respondents (n=500) were white (80.0%), female (86.2%), and insured (96.0%), with a plurality earning over $100,000 annually (34.2%). Participants in the high-stigma subgroup were more likely to be in the low-HCI subgroup (RRR: 2.22; 95% CI: 1.31–3.76; p=0.003), in comparison to participants in the low- or moderate-stigma subgroups (RRR for both: 0.45; p&lt;0.05). This relationship was independent of demographics and clinical characteristics. However, data are from a population with limited socioeconomic diversity and high baseline healthcare engagement. 
Conclusion: People with AA who experience high stigma are less likely to interact with the healthcare system, which cannot be explained by demographics or clinical factors. Stigma and HCI may be related in a dose-dependent manner, and future investigation is needed to support access to care.
DOI: 10.26022/ieda/112263
title: Bulk Analysis Data Template v. 3.1

description: Data templates for bulk analysis (e.g. majors, traces, isotopes).
DOI: 10.15468/dl.cuhfub
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Alsophila spinulosa (Wall. ex Hook.) R.M.Tryon",
 "Year 1000-2025"
 ]
}

 The dataset includes 287 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015764-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15341194
title: Floquet realization of prethermal Meissner phase in a two-leg flux ladder

description: This repository includes data files necessary to reproduce the figures presented in both the main paper and the supplementary information.