Dataset

EEG Face Emotion

The EEG Face Emotion task aims understand how the developing brain differentially responds to viewing faces with different facial expressions (happy and fear). In the task, young children (from 10 months onwards) passively watch pictures of happy or fearful faces while their Electrocardiography (EEG) is measured. Note that the same faces, but with neutral expressions, are presented in EEG Face House experiment. This task lasts about 4 minutes.

Continuous EEG was recorded using a 32-channel ActiveTwo BioSemi system (Amsterdam, Netherlands), configured to the standard International 10-20 System (channels: 28 lateral channels FP1/2; F7/8; F3/4; AF3/4; FC1/2, FC5/6, C3/4, T7/8, CP1/2, CP5/6, P3/4, P7/8, O1/2, PO3/4, plus 4 midline channels Fz, Cz, Pz, Oz). For some children, an additional eye-electrode was placed behind the child’s left eye (Ex3), and/or additional loose electrodes were positioned at the mastoids (Ex1-2). Electrodes offset were less than 20μv. The EEG data were recorded relative to common mode sense and driven right leg (CMS/DRL) electrodes placed near Cz. Continuous EEG was acquired at a 2048Hz sample rate using Actiview (version 7.05) from a Dell latitude E5540 laptop (operating system Windows 10 Professional; in lab 0.41 version details: i5-4310U CPU @ 2,00 GHz 2,60GHz 8GB; in lab 0.42, version details: i3-4010U CPU @ 1,70 GHz 1,70GHz 4GB). Tasks were programmed in Matlab using Psych-Toolbox 3 (Brainard & Vision, 1997) from a second laptop (MacBookPro 11,1 13 inch retina OSX 10.9.5 Intel Core i7 2,8 GHz 16GB 1600 MHz DDR3).

Citation	Loading citation...
Keywords	electroencephalography brain development brain imaging neuroimaging emotion recognition social competence face processing face perception passive viewing passive watching
Constructs	physiology sociocognitive and emotional development cognition
Waves	Baby and Child 10 months C 9 months - 16 months From 2016-08-22 to 2023-11-01 3 years C 24 months - 5.0 years From 2018-06-22 to 2023-11-01 6 years C 5.0 - 7.0 years From 2022-07-01 to 2023-11-01
Mode of collection	MeasurementsAndTests EEG
Analysis unit	Individual
Instrument name	EEG Face Emotion
Measure name	EEG Face emotion

Purpose	To understand brain and behavioral development of children, we measure a broad range of biological, child-related and environmental determinants. Specifically, we investigate how these determinants influence the development of social competence and behavioral control, and how this relationship is mediated by the developing brain.
description
Alternate title	YOUth, YOUth cohort, YOUth cohort study
Data access information	YOUth encourages and facilitates extensive and appropriate use of its data by bona fide research organizations and bona fide researchers. To request access, please make use of our online data request system. https://www.uu.nl/en/research/youth-cohort-study/data-access
Publisher	Utrecht University University Medical Center Utrecht
Principal investigators	Kemner, Chantal Utrecht University
Cohort study international identifier
Language	NL
Funding information	Dutch Research Council 024.001.003 Funder identifier https://ror.org/04jsz6e67 Funder identifier type ROR Funder identifier type URI https://ror.org/ Funder award title Gravitation program Funder award URI
Contact information	Datamanagement FSW Utrecht University datamanagement.fsw@uu.nl
References	Onland-Moret, N. C., Buizer-Voskamp, J. E., Albers, M. E., Brouwer, R. M., Buimer, E. E., Hessels, R. S., ... & Kemner, C. (2020). The YOUth study: Rationale, design, and study procedures. Developmental cognitive neuroscience, 46, 100868. https://doi.org/10.1016/j.dcn.2020.100868 Buimer, E. E., Pas, P., Brouwer, R. M., Froeling, M., Hoogduin, H., Leemans, A., ... & Mandl, R. C. (2020). The YOUth cohort study: MRI protocol and test-retest reliability in adults. Developmental cognitive neuroscience, 45, 100816. https://doi.org/10.1016/j.dcn.2020.100816
Additional info (URL)
Additional information
Contributors	Scholten, Ron Utrecht University Hulshoff Pol, Hilleke Utrecht University Bos, Dienke Utrecht University Veldkamp, Coosje Utrecht University Pas, Pascal Utrecht University van Wielink, Lilli Utrecht University Witsenboer, Marije Utrecht University Bekker, Mireille University Medical Center Utrecht van den Boomen, Carlijn Utrecht University Gehring, Ulrike Utrecht University Hessels, Roy Utrecht University Huijding, Jorg Utrecht University Junge, Caroline Utrecht University Leemans, Alexander University Medical Center Utrecht Peeters, Margot Utrecht University Raemaekers, Mathijs University Medical Center Utrecht Schnack, Hugo Utrecht University de Zwarte, Sonja University Medical Center Utrecht
Time method	Longitudinal
Universe	YOUth stands for Youth Of Utrecht, as we aim to include a population-based sample from Utrecht and its surrounding areas in the Netherlands. The region from which the participants are recruited is a densely populated region that combines both urban and rural areas, and covers the province of Utrecht and a few cities on the borders of this province. The catchment area of YOUth represents approximately 7.6 % of the Dutch population of currently over 17 million inhabitants in the country. Approximately 16 % of the inhabitants of the province of Utrecht are 0–10 years old. Compared to the rest of the Netherlands, inhabitants of the province of Utrecht are relatively highly educated; In 2015 approximately 38 % of the population was highly educated compared to 28 % in the rest of the country.

Measure was collected within the following cohort(s):

YOUth: Baby and Child Cohort

Alternate title	YOUth Baby and Child, Baby & Child, YOUth baby en kind
Description	The YOUth Baby & Child cohort includes 3000 pregnant women at 20 weeks of pregnancy, and their partners. The children that were born from these pregnancies visit our Child Research Center at several moments during their lives and are followed for at least 6 years.
Purpose	To understand brain and behavioral development of children, we measure a broad range of biological, child-related and environmental determinants. Specifically, we investigate how these determinants influence the development of social competence and behavioral control and how this relationship is mediated by the developing brain.
Publisher	Utrecht University University Medical Center Utrecht
Creators	Kemner, Chantal Utrecht University
Language	NL
Cohort international identifier
Funding information	Dutch Research Council 024.001.003 Funder identifier https://ror.org/04jsz6e67 ROR Identifier type URI https://ror.org/ Funder award title Gravitation program Funder award URI
Cohort reference papers
Classification
Contact information
Waves
Contributors	Scholten, Ron Utrecht University Hulshoff Pol, Hilleke Utrecht University Bos, Dienke Utrecht University Veldkamp, Coosje Utrecht University Pas, Pascal Utrecht University van Wielink, Lilli Utrecht University Witsenboer, Marije Utrecht University Bekker, Mireille University Medical Center Utrecht van den Boomen, Carlijn Utrecht University Gehring, Ulrike Utrecht University Hessels, Roy Utrecht University Huijding, Jorg Utrecht University Junge, Caroline Utrecht University Leemans, Alexander University Medical Center Utrecht Peeters, Margot Utrecht University Raemaekers, Mathijs University Medical Center Utrecht Schnack, Hugo Utrecht University de Zwarte, Sonja University Medical Center Utrecht
References	Onland-Moret, N. C., Buizer-Voskamp, J. E., Albers, M. E., Brouwer, R. M., Buimer, E. E., Hessels, R. S., ... & Kemner, C. (2020). The YOUth study: Rationale, design, and study procedures. Developmental cognitive neuroscience, 46, 100868. https://doi.org/10.1016/j.dcn.2020.100868
Country code	NL
Geographic location	Utrecht region
Lowest geographic reference	postal code
Highest geographic reference	country
Cohort universe description	Children aged 0-6 from the Utrecht region
Analysis unit
Additional info (URL)	https://doi.org/10.24416/UU01-729A2Y
Additional information	Dummy data for all YOUth data are publicly available via Yoda.
Time method	Longitudinal.CohortEventBased

Measure was collected within the following wave(s):

10 months Wave

Wave alternate title	10m, Rondom 0
Short description of the wave	The 10m wave in the YOUth Baby & Child Cohort consisted of tasks, electroencephalograpy (EEG), eyetracking, and biological measurements, and parent-child interaction among children aged around 10 months of age, and questionnaires filled out by their parents.
Type of StudyUnit
Publisher	Utrecht University University Medical Center Utrecht
Creators	Kemner, Chantal Utrecht University
Funding information	024.001.003 Funder identifier ROR Identifier type URI https://ror.org/ Funder award title Gravitation program Funder award URI
References
(sub) cohort	YOUth: Baby and Child
Life stage
Coverage percentage of the measurement for this wave
Start date wave collection	2016-08-22
End date wave collection	2023-11-01
Wave universe description	9 months - 16 months
Stage of measurement
Language	NL
Description of physical data product	Digital files, biomedical samples
Additional info (URL)
Additional information
Contributors	Scholten, Ron Utrecht University Hulshoff Pol, Hilleke Utrecht University Bos, Dienke Utrecht University Veldkamp, Coosje Utrecht University Pas, Pascal Utrecht University van Wielink, Lilli Utrecht University Witsenboer, Marije Utrecht University Bekker, Mireille University Medical Center Utrecht van den Boomen, Carlijn Utrecht University Gehring, Ulrike Utrecht University Hessels, Roy Utrecht University Huijding, Jorg Utrecht University Junge, Caroline Utrecht University Leemans, Alexander University Medical Center Utrecht Peeters, Margot Utrecht University Raemaekers, Mathijs University Medical Center Utrecht Schnack, Hugo Utrecht University de Zwarte, Sonja University Medical Center Utrecht

3 years Wave

Wave alternate title	3y, Rondom 3
Short description of the wave	The 3y wave in the YOUth Baby & Child Cohort consisted of tasks, electroencephalograpy (EEG), eyetracking, and biological measurements, and parent-child interaction among children aged 2-4 years old and questionnaires filled out by their parents.
Type of StudyUnit
Publisher	Utrecht University University Medical Center Utrecht
Creators	Kemner, Chantal Utrecht University
Funding information	024.001.003 Funder identifier ROR Identifier type URI https://ror.org/ Funder award title Gravitation program Funder award URI
References
(sub) cohort	YOUth: Baby and Child
Life stage
Coverage percentage of the measurement for this wave
Start date wave collection	2018-06-22
End date wave collection	2023-11-01
Wave universe description	24 months - 5.0 years
Stage of measurement
Language	NL
Description of physical data product	Digital files, biomedical samples
Additional info (URL)
Additional information
Contributors	Scholten, Ron Utrecht University Hulshoff Pol, Hilleke Utrecht University Bos, Dienke Utrecht University Veldkamp, Coosje Utrecht University Pas, Pascal Utrecht University van Wielink, Lilli Utrecht University Witsenboer, Marije Utrecht University Bekker, Mireille University Medical Center Utrecht van den Boomen, Carlijn Utrecht University Gehring, Ulrike Utrecht University Hessels, Roy Utrecht University Huijding, Jorg Utrecht University Junge, Caroline Utrecht University Leemans, Alexander University Medical Center Utrecht Peeters, Margot Utrecht University Raemaekers, Mathijs University Medical Center Utrecht Schnack, Hugo Utrecht University de Zwarte, Sonja University Medical Center Utrecht

6 years Wave

Wave alternate title	6y, Rondom 6
Short description of the wave	The 6y wave in the YOUth Baby & Child Cohort consisted of tasks, electroencephalograpy (EEG), eyetracking, and biological measurements, and parent-child interaction among children aged 5-7 years old and questionnaires filled out by their parents.
Type of StudyUnit
Publisher	Utrecht University University Medical Center Utrecht
Creators	Kemner, Chantal Utrecht University
Funding information	024.001.003 Funder identifier ROR Identifier type URI https://ror.org/ Funder award title Gravitation program Funder award URI
References
(sub) cohort	YOUth: Baby and Child
Life stage
Coverage percentage of the measurement for this wave
Start date wave collection	2022-07-01
End date wave collection	2023-11-01
Wave universe description	5.0 - 7.0 years
Stage of measurement
Language	NL
Description of physical data product	Digital files, biomedical samples
Additional info (URL)
Additional information
Contributors	Scholten, Ron Utrecht University Hulshoff Pol, Hilleke Utrecht University Bos, Dienke Utrecht University Veldkamp, Coosje Utrecht University Pas, Pascal Utrecht University van Wielink, Lilli Utrecht University Witsenboer, Marije Utrecht University Bekker, Mireille University Medical Center Utrecht van den Boomen, Carlijn Utrecht University Gehring, Ulrike Utrecht University Hessels, Roy Utrecht University Huijding, Jorg Utrecht University Junge, Caroline Utrecht University Leemans, Alexander University Medical Center Utrecht Peeters, Margot Utrecht University Raemaekers, Mathijs University Medical Center Utrecht Schnack, Hugo Utrecht University de Zwarte, Sonja University Medical Center Utrecht

You can also access this dataset using the API (see API Docs).

author	None
author_email	None
creator_user_id	34768773-4537-4d74-8d9d-11e2b32cbbaf
dc_additional_info	Continuous EEG was recorded using a 32-channel ActiveTwo BioSemi system (Amsterdam, Netherlands), configured to the standard International 10-20 System (channels: 28 lateral channels FP1/2; F7/8; F3/4; AF3/4; FC1/2, FC5/6, C3/4, T7/8, CP1/2, CP5/6, P3/4, P7/8, O1/2, PO3/4, plus 4 midline channels Fz, Cz, Pz, Oz). For some children, an additional eye-electrode was placed behind the child’s left eye (Ex3), and/or additional loose electrodes were positioned at the mastoids (Ex1-2). Electrodes offset were less than 20μv. The EEG data were recorded relative to common mode sense and driven right leg (CMS/DRL) electrodes placed near Cz. Continuous EEG was acquired at a 2048Hz sample rate using Actiview (version 7.05) from a Dell latitude E5540 laptop (operating system Windows 10 Professional; in lab 0.41 version details: i5-4310U CPU @ 2,00 GHz 2,60GHz 8GB; in lab 0.42, version details: i3-4010U CPU @ 1,70 GHz 1,70GHz 4GB). Tasks were programmed in Matlab using Psych-Toolbox 3 (Brainard & Vision, 1997) from a second laptop (MacBookPro 11,1 13 inch retina OSX 10.9.5 Intel Core i7 2,8 GHz 16GB 1600 MHz DDR3).
dc_analysis_unit	{Individual}
dc_cohort	YOUth
dc_instrument_name	EEG Face Emotion
dc_measure_name	EEG Face emotion
id	1334cb08-0546-4905-b7cd-96bf75d6cb6e
isopen	False
license_title	None
maintainer	None
maintainer_email	None
metadata_created	2024-10-17T11:44:24.351325
metadata_modified	2024-10-20T12:24:21.694332
name	777cbe9f23efcaf269cf5b13d95cb03a
notes	The EEG Face Emotion task aims understand how the developing brain differentially responds to viewing faces with different facial expressions (happy and fear). In the task, young children (from 10 months onwards) passively watch pictures of happy or fearful faces while their Electrocardiography (EEG) is measured. Note that the same faces, but with neutral expressions, are presented in EEG Face House experiment. This task lasts about 4 minutes.
num_resources	0
num_tags	0
organization	{'id': 'c64f3b11-639d-4246-ac50-2e6d78c8d155', 'name': 'youth', 'title': 'YOUth', 'type': 'organization', 'description': "YOUth is a large-scale longitudinal cohort study following children from the city of Utrecht and its surrounding areas in their development from pregnancy until early adulthood. The YOUth cohort focuses on neurocognitive development involved in two core characteristics of behavioral development: social competence and behavioral control. YOUth includes children from the general population to cover the whole range of variation in behavioral development, ranging from uncomplicated development, through problem behavior, to psychiatric disorders. To understand why some children develop problematic behavior, and others show resilience, YOUth measures a broad range of biological, child-related and environmental determinants.YOUth conducts repeated measurements at regular intervals (i.e. 'waves'). Specifically, the study has two inclusion moments: YOUth Baby & Child and YOUth Child & Adolescent. YOUth applies a flexible longitudinal design to the cohorts, meaning that children are measured at broader age ranges (3-year age ranges) at each wave. The main benefit of the flexible age design is that it provides more detailed information on the neurodevelopmental curves over time.An extensive data set is generated, including 3D-ultrasound sweeps of the fetal brain, eye tracking, EEG, (f)MRI, computer tasks, cognitive measurements and parent-child observations. We also collect a broad range of questionnaires on behavior, personality, health, lifestyle, parenting, child development, use of (social) media and more. Finally, (umbilical) blood samples, buccal swabs, saliva and hair samples are collected at each visit, and stored in the UMC Utrecht Biobank.", 'image_url': 'https://data.individualdevelopment.nl/img/logo_youth.png', 'created': '2024-10-17T13:42:26.820616', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'}
owner_org	c64f3b11-639d-4246-ac50-2e6d78c8d155
private	False
state	active
title	EEG Face Emotion
type	measure
cohort	[{'cohort_alternate_title': ['YOUth Baby and Child', 'Baby & Child', 'YOUth baby en kind'], 'cohort_description': 'The YOUth Baby & Child cohort includes 3000 pregnant women at 20 weeks of pregnancy, and their partners. The children that were born from these pregnancies visit our Child Research Center at several moments during their lives and are followed for at least 6 years.', 'cohort_info_description': 'Dummy data for all YOUth data are publicly available via Yoda.', 'cohort_info_url': 'https://doi.org/10.24416/UU01-729A2Y', 'cohort_language': 'NL', 'cohort_purpose': 'To understand brain and behavioral development of children, we measure a broad range of biological, child-related and environmental determinants. 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{'cohort_contributor': 'Veldkamp, Coosje', 'cohort_contributor_affiliation': 'Utrecht University', 'cohort_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'cohort_contributor_affiliation_identifier_scheme': 'ROR', 'cohort_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_contributor_identifier_schemeuri': 'https://orcid.org/', 'cohort_contributor_identifier_type': 'ORCID', 'cohort_contributor_pid': '0000-0003-3596-5980'}, {'cohort_contributor': 'Pas, Pascal', 'cohort_contributor_affiliation': 'Utrecht University', 'cohort_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'cohort_contributor_affiliation_identifier_scheme': 'ROR', 'cohort_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_contributor_identifier_schemeuri': 'https://orcid.org/', 'cohort_contributor_identifier_type': 'ORCID', 'cohort_contributor_pid': '0000-0002-2200-7591'}, {'cohort_contributor': 'van Wielink, Lilli', 'cohort_contributor_affiliation': 'Utrecht University', 'cohort_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'cohort_contributor_affiliation_identifier_scheme': 'ROR', 'cohort_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_contributor_identifier_schemeuri': '', 'cohort_contributor_identifier_type': '', 'cohort_contributor_pid': ''}, {'cohort_contributor': 'Witsenboer, Marije', 'cohort_contributor_affiliation': 'Utrecht University', 'cohort_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'cohort_contributor_affiliation_identifier_scheme': 'ROR', 'cohort_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_contributor_identifier_schemeuri': '', 'cohort_contributor_identifier_type': '', 'cohort_contributor_pid': ''}, {'cohort_contributor': 'Bekker, Mireille', 'cohort_contributor_affiliation': 'University Medical Center Utrecht', 'cohort_contributor_affiliation_identifier': 'https://ror.org/0575yy874', 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'cohort_contributor_identifier_type': 'ORCID', 'cohort_contributor_pid': '0000-0001-9015-3550'}], 'cohort_creator': [{'cohort_creator_affiliation': 'Utrecht University', 'cohort_creator_affiliation_identifier': 'https://ror.org/04pp8hn57', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_name': 'Kemner, Chantal', 'cohort_creator_pid': '0000-0002-8879-2588'}], 'cohort_funding': [{'cohort_funder': 'Dutch Research Council', 'cohort_funder_award_title': 'Gravitation program', 'cohort_funder_identifier': 'https://ror.org/04jsz6e67', 'cohort_funder_identifier_schemuri': 'https://ror.org/', 'cohort_funder_identifier_type': 'ROR', 'cohort_grant_number': '024.001.003'}], 'cohort_publisher': [{'cohort_publisher_identifier': 'https://ror.org/04pp8hn57', 'cohort_publisher_identifier_type': 'ROR', 'cohort_publisher_name': 'Utrecht University'}, {'cohort_publisher_identifier': 'https://ror.org/0575yy874', 'cohort_publisher_identifier_type': 'ROR', 'cohort_publisher_name': 'University Medical Center Utrecht'}], 'cohort_references': [{'cohort_reference_citation': 'Onland-Moret, N. C., Buizer-Voskamp, J. E., Albers, M. E., Brouwer, R. M., Buimer, E. E., Hessels, R. S., ... & Kemner, C. (2020). The YOUth study: Rationale, design, and study procedures. Developmental cognitive neuroscience, 46, 100868. https://doi.org/10.1016/j.dcn.2020.100868', 'cohort_reference_identifier': 'https://doi.org/10.1016/j.dcn.2020.100868', 'cohort_reference_identifier_type': 'DOI', 'cohort_reference_type': 'IsDescribedBy'}]}]
dc_DOI	[{'dc_identifier_type': 'DOI', 'dc_pid': '10.60641/jxw5-5m40'}]
dc_constructs	[{'dc_construct': 'physiology'}, {'dc_construct': 'sociocognitive and emotional development'}, {'dc_construct': 'cognition'}]
dc_labels	[{'dc_label': 'electroencephalography'}, {'dc_label': 'brain development'}, {'dc_label': 'brain imaging'}, {'dc_label': 'neuroimaging'}, {'dc_label': 'emotion recognition'}, {'dc_label': 'social competence'}, {'dc_label': 'face processing'}, {'dc_label': 'face perception'}, {'dc_label': 'passive viewing'}, {'dc_label': 'passive watching'}]
dc_modes_of_collection	[{'dc_mode_of_collection': 'MeasurementsAndTests'}]
dc_modes_of_collection_sub	[{'dc_mode_of_collection_sub': 'EEG'}]
measure_age_range	[{'measure_age_month': 9}, {'measure_age_month': 10}, {'measure_age_month': 11}, {'measure_age_month': 12}, {'measure_age_month': 13}, {'measure_age_month': 14}, {'measure_age_month': 15}, {'measure_age_month': 16}, {'measure_age_month': 24}, {'measure_age_month': 25}, {'measure_age_month': 26}, {'measure_age_month': 27}, {'measure_age_month': 28}, {'measure_age_month': 29}, {'measure_age_month': 30}, {'measure_age_month': 31}, {'measure_age_month': 32}, {'measure_age_month': 33}, {'measure_age_month': 34}, {'measure_age_month': 35}, {'measure_age_month': 36}, {'measure_age_month': 37}, {'measure_age_month': 38}, {'measure_age_month': 39}, {'measure_age_month': 40}, {'measure_age_month': 41}, {'measure_age_month': 42}, {'measure_age_month': 43}, {'measure_age_month': 44}, {'measure_age_month': 45}, {'measure_age_month': 46}, {'measure_age_month': 47}, {'measure_age_month': 48}, {'measure_age_month': 49}, {'measure_age_month': 50}, {'measure_age_month': 51}, {'measure_age_month': 52}, {'measure_age_month': 53}, {'measure_age_month': 54}, {'measure_age_month': 55}, {'measure_age_month': 56}, {'measure_age_month': 57}, {'measure_age_month': 58}, {'measure_age_month': 59}, {'measure_age_month': 60}, {'measure_age_month': 61}, {'measure_age_month': 62}, {'measure_age_month': 63}, {'measure_age_month': 64}, {'measure_age_month': 65}, {'measure_age_month': 66}, {'measure_age_month': 67}, {'measure_age_month': 68}, {'measure_age_month': 69}, {'measure_age_month': 70}, {'measure_age_month': 71}, {'measure_age_month': 72}, {'measure_age_month': 73}, {'measure_age_month': 74}, {'measure_age_month': 75}, {'measure_age_month': 76}, {'measure_age_month': 77}, {'measure_age_month': 78}, {'measure_age_month': 79}, {'measure_age_month': 80}, {'measure_age_month': 81}, {'measure_age_month': 82}, {'measure_age_month': 83}, {'measure_age_month': 84}]
study	[{'study_alternate_title': ['YOUth', 'YOUth cohort', 'YOUth cohort study'], 'study_language': 'NL', 'study_purpose': 'To understand brain and behavioral development of children, we measure a broad range of biological, child-related and environmental determinants. Specifically, we investigate how these determinants influence the development of social competence and behavioral control, and how this relationship is mediated by the developing brain.', 'study_time_method': 'Longitudinal', 'study_universe': 'YOUth stands for Youth Of Utrecht, as we aim to include a population-based sample from Utrecht and its surrounding areas in the Netherlands. The region from which the participants are recruited is a densely populated region that combines both urban and rural areas, and covers the province of Utrecht and a few cities on the borders of this province. The catchment area of YOUth represents approximately 7.6 % of the Dutch population of currently over 17 million inhabitants in the country. Approximately 16 % of the inhabitants of the province of Utrecht are 0–10 years old. Compared to the rest of the Netherlands, inhabitants of the province of Utrecht are relatively highly educated; In 2015 approximately 38 % of the population was highly educated compared to 28 % in the rest of the country.', 'title': 'Youth of Utrecht', 'study_contact': [{'study_contact_affiliation': 'Utrecht University', 'study_contact_mail': 'datamanagement.fsw@uu.nl', 'study_contact_name': 'Datamanagement FSW'}], 'study_contributor': [{'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Scholten, Ron', 'study_contributor_pid': '0000-0002-4571-8855'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Hulshoff Pol, Hilleke', 'study_contributor_pid': '0000-0002-2038-5281'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Bos, Dienke', 'study_contributor_pid': '0000-0002-0427-4573'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Veldkamp, Coosje', 'study_contributor_pid': '0000-0003-3596-5980'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Pas, Pascal', 'study_contributor_pid': '0000-0002-2200-7591'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': '', 'study_contributor_identifier_type': '', 'study_contributor_name': 'van Wielink, Lilli', 'study_contributor_pid': ''}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': '', 'study_contributor_identifier_type': '', 'study_contributor_name': 'Witsenboer, Marije', 'study_contributor_pid': ''}, {'study_contributor_affiliation': 'University Medical Center Utrecht', 'study_contributor_affiliation_identifier': 'https://ror.org/0575yy874', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Bekker, Mireille', 'study_contributor_pid': '0000-0002-7372-4291'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'van den Boomen, Carlijn', 'study_contributor_pid': '0000-0002-0110-9919'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Gehring, Ulrike', 'study_contributor_pid': '0000-0003-3612-5780'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Hessels, Roy', 'study_contributor_pid': '0000-0002-4907-1067'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Huijding, Jorg', 'study_contributor_pid': '0000-0002-9320-9959'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Junge, Caroline', 'study_contributor_pid': '0000-0001-9876-8058'}, {'study_contributor_affiliation': 'University Medical Center Utrecht', 'study_contributor_affiliation_identifier': 'https://ror.org/0575yy874', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Leemans, Alexander', 'study_contributor_pid': '0000-0002-9306-6126'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Peeters, Margot', 'study_contributor_pid': '0000-0001-8861-5744'}, {'study_contributor_affiliation': 'University Medical Center Utrecht', 'study_contributor_affiliation_identifier': 'https://ror.org/0575yy874', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Raemaekers, Mathijs', 'study_contributor_pid': '0000-0002-3175-3756'}, {'study_contributor_affiliation': 'Utrecht University', 'study_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'Schnack, Hugo', 'study_contributor_pid': '0000-0002-4620-3853'}, {'study_contributor_affiliation': 'University Medical Center Utrecht', 'study_contributor_affiliation_identifier': 'https://ror.org/0575yy874', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_schemeuri': 'https://orcid.org/', 'study_contributor_identifier_type': 'ORCID', 'study_contributor_name': 'de Zwarte, Sonja', 'study_contributor_pid': '0000-0001-9015-3550'}], 'study_data_access': [{'study_data_access_URL': 'https://www.uu.nl/en/research/youth-cohort-study/data-access', 'study_data_access_description': 'YOUth encourages and facilitates extensive and appropriate use of its data by bona fide research organizations and bona fide researchers. To request access, please make use of our online data request system. '}], 'study_funding': [{'study_funder': 'Dutch Research Council', 'study_funder_award_title': 'Gravitation program', 'study_funder_identifier': 'https://ror.org/04jsz6e67', 'study_funder_identifier_schemuri': 'https://ror.org/', 'study_funder_identifier_type': 'ROR', 'study_grant_number': '024.001.003'}], 'study_principal_investigators': [{'study_pi_affiliation': 'Utrecht University', 'study_pi_affiliation_identifier': 'https://ror.org/04pp8hn57', 'study_pi_affiliation_identifier_scheme': 'ROR', 'study_pi_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_pi_identifier_schemeuri': 'https://orcid.org/', 'study_pi_identifier_type': 'ORCID', 'study_pi_name': 'Kemner, Chantal', 'study_pi_pid': '0000-0002-8879-2588'}], 'study_publisher': [{'study_publisher_identifier': 'https://ror.org/04pp8hn57', 'study_publisher_identifier_schemeuri': 'https://ror.org/', 'study_publisher_identifier_type': 'ROR', 'study_publisher_name': 'Utrecht University'}, {'study_publisher_identifier': 'https://ror.org/0575yy874', 'study_publisher_identifier_schemeuri': 'https://ror.org/', 'study_publisher_identifier_type': 'ROR', 'study_publisher_name': 'University Medical Center Utrecht'}], 'study_references': [{'study_reference_citation': 'Onland-Moret, N. C., Buizer-Voskamp, J. E., Albers, M. E., Brouwer, R. M., Buimer, E. E., Hessels, R. S., ... & Kemner, C. (2020). The YOUth study: Rationale, design, and study procedures. Developmental cognitive neuroscience, 46, 100868. https://doi.org/10.1016/j.dcn.2020.100868', 'study_reference_identifier': 'https://doi.org/10.1016/j.dcn.2020.100868', 'study_reference_identifier_type': 'DOI', 'study_reference_type': 'IsDescribedBy'}, {'study_reference_citation': 'Buimer, E. E., Pas, P., Brouwer, R. M., Froeling, M., Hoogduin, H., Leemans, A., ... & Mandl, R. C. (2020). The YOUth cohort study: MRI protocol and test-retest reliability in adults. Developmental cognitive neuroscience, 45, 100816. https://doi.org/10.1016/j.dcn.2020.100816', 'study_reference_identifier': 'https://doi.org/10.1016/j.dcn.2020.100816', 'study_reference_identifier_type': 'DOI', 'study_reference_type': 'IsDescribedBy'}]}]
wave	[{'wave_alternate_title': ['10m', 'Rondom 0'], 'wave_cohort': 'YOUth: Baby and Child', 'wave_cohort_ckan_id': 'cd9b9a32d962781bd6cd3c09daa05c52', 'wave_description': 'The 10m wave in the YOUth Baby & Child Cohort consisted of tasks, electroencephalograpy (EEG), eyetracking, and biological measurements, and parent-child interaction among children aged around 10 months of age, and questionnaires filled out by their parents.', 'wave_end_date_collection': '2023-11-01', 'wave_language': 'NL', 'wave_physical_data_product_description': 'Digital files, biomedical samples', 'wave_start_date_collection': '2016-08-22', 'wave_title': '10 months', 'wave_universe': '9-16', 'wave_contributor': [{'wave_contributor_affiliation': 'Utrecht University', 'wave_contributor_affiliation_identifier': 'https://ror.org/04pp8hn57', 'wave_contributor_affiliation_identifier_scheme': 'ROR', 'wave_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'wave_contributor_identifier_schemeuri': 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