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1 Numbers reported are subjects by age
New Trial
New Project

Format should be in the following format: Activity Code, Institute Abbreviation, and Serial Number. Grant Type, Support Year, and Suffix should be excluded. For example, grant 1R01MH123456-01A1 should be entered R01MH123456

Please select an experiment type below

Collection - Use Existing Experiment
To associate an experiment to the current collection, just select an axperiment from the table below then click the associate experiment button to persist your changes (saving the collection is not required). Note that once an experiment has been associated to two or more collections, the experiment will not longer be editable.

The table search feature is case insensitive and targets the experiment id, experiment name and experiment type columns. The experiment id is searched only when the search term entered is a number, and filtered using a startsWith comparison. When the search term is not numeric the experiment name is used to filter the results.
SelectExperiment IdExperiment NameExperiment Type
Created On
475MB1-10 (CHOP)Omics06/07/2016
490Illumina Infinium PsychArray BeadChip AssayOmics07/07/2016
501PharmacoBOLD Resting StatefMRI07/27/2016
509ABC-CT Resting v2EEG08/18/2016
13Comparison of FI expression in Autistic and Neurotypical Homo SapiensOmics12/28/2010
18AGRE/Broad Affymetrix 5.0 Genotype ExperimentOmics01/06/2011
22Stitching PCR SequencingOmics02/14/2011
29Microarray family 03 (father, mother, sibling)Omics03/24/2011
37Standard paired-end sequencing of BCRsOmics04/19/2011
38Illumina Mate-Pair BCR sequencingOmics04/19/2011
39Custom Jumping LibrariesOmics04/19/2011
40Custom CapBPOmics04/19/2011
43Autism brain sample genotyping, IlluminaOmics05/16/2011
47ARRA Autism Sequencing Collaboration at Baylor. SOLiD 4 SystemOmics08/01/2011
53AGRE Omni1-quadOmics10/11/2011
59AGP genotypingOmics04/03/2012
60Ultradeep 454 sequencing of synaptic genes from postmortem cerebella of individuals with ASD and neurotypical controlsOmics06/23/2012
63Microemulsion PCR and Targeted Resequencing for Variant Detection in ASDOmics07/20/2012
76Whole Genome Sequencing in Autism FamiliesOmics01/03/2013
90Genotyped IAN SamplesOmics07/09/2013
91NJLAGS Axiom Genotyping ArrayOmics07/16/2013
93AGP genotyping (CNV)Omics09/06/2013
106Longitudinal Sleep Study. H20 200. Channel set 2EEG11/07/2013
107Longitudinal Sleep Study. H20 200. Channel set 3EEG11/07/2013
108Longitudinal Sleep Study. AURA 200EEG11/07/2013
105Longitudinal Sleep Study. H20 200. Channel set 1EEG11/07/2013
109Longitudinal Sleep Study. AURA 400EEG11/07/2013
116Gene Expression Analysis WG-6Omics01/07/2014
131Jeste Lab UCLA ACEii: Charlie Brown and Sesame Street - Project 1Eye Tracking02/27/2014
132Jeste Lab UCLA ACEii: Animacy - Project 1Eye Tracking02/27/2014
133Jeste Lab UCLA ACEii: Mom Stranger - Project 2Eye Tracking02/27/2014
134Jeste Lab UCLA ACEii: Face Emotion - Project 3Eye Tracking02/27/2014
151Candidate Gene Identification in familial AutismOmics06/09/2014
152NJLAGS Whole Genome SequencingOmics07/01/2014
154Math Autism Study - Vinod MenonfMRI07/15/2014
160syllable contrastEEG07/29/2014
167School-age naturalistic stimuliEye Tracking09/19/2014
44AGRE/Broad Affymetrix 5.0 Genotype ExperimentOmics06/27/2011
45Exome Sequencing of 20 Sporadic Cases of Autism Spectrum DisorderOmics07/15/2011
Collection - Add Experiment
Add Supporting Documentation
Select File

To add an existing Data Structure, enter its title in the search bar. If you need to request changes, select the indicator "No, it requires changes to meet research needs" after selecting the Structure, and upload the file with the request changes specific to the selected Data Structure. Your file should follow the Request Changes Procedure. If the Data Structure does not exist, select "Request New Data Structure" and upload the appropriate zip file.

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Collection Summary Collection Charts
Collection Title Collection Investigators Collection Description
Validating RDoC for Children and Adolescents: A Twin Study with Neuroimaging
Harold Hill Goldsmith 
This application proposes a two-part approach to understanding developmental aspects of the RDoC positive and negative valence systems. The project focuses on objective behavioral assessment and multimodal neuroimaging. Study 1 takes advantage of 1404 children (702 twin pairs) previously objectively assessed as 7 year-olds on positive and negative affect with a battery of videotaped behavioral measures that map onto RDoC dimensions. These children had also been assessed as toddlers and were later assessed at mean age 14 years, which allows for longitudinal tests of construct validity of the RDoC systems as applied to children. Study 1 includes completion of the age 14 data collection. Study 2 proposes to follow-up, at mean age 18 years, 640 of these participants (320 same-sex twin pairs) with comprehensive neuroimaging and concurrent psychophysiological and neuropsychological measures that assess selected RDoC constructs from the positive and negative valence systems. We will determine whether standing on the childhood RDoC measures (from Study 1) predicts adolescent neuroimaging measures of reactivity and recovery of positive and negative affect (from Study 2). We will test predictions concerning correlates of standing on RDoC constructs using structural and functional connectivity and dynamic features (reactivity and recovery) of responses to affective stimuli in an automatic emotion regulation task. We use the twin design to discern whether individual differences are genetically conditioned and whether the covariance across time (stability of RDoC) and the covariance between behavioral and neural measures (neural underpinnings of RDoC) have genetic bases. We investigate environmental bases of RDoC constructs by predicting monozygotic intrapair differences in neuroimaging parameters from earlier intrapair behavioral RDoC differences and from earlier measures of adversity and stress.
NIMH Data Archive
Dimensional Approaches to Research Classification in Psychiatric Disorders (DARCPD)
Funding Completed
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NIH - Extramural None

R01MH101504-01 Validating RDoC for Children and Adolescents: A Twin Study with Neuroimaging 07/14/2014 06/30/2018 1315 1030 UNIVERSITY OF WISCONSIN-MADISON $670,011.00


NDA Help Center

Collection - General Tab

Fields available for edit on the top portion of the page include:

  • Collection Title
  • Investigators
  • Collection Description
  • Collection Phase
  • Funding Source
  • Clinical Trials

Collection Phase: The current status of a research project submitting data to an NDA Collection, based on the timing of the award and/or the data that have been submitted.

  • Pre-Enrollment: The default entry made when the NDA Collection is created.
  • Enrolling: Data have been submitted to the NDA Collection or the NDA Data Expected initial submission date has been reached for at least one data structure category in the NDA Collection.
  • Data Analysis: Subject level data collection for the research project is completed and has been submitted to the NDA Collection. The NDA Collection owner or the NDA Help Desk may set this phase when they’ve confirmed data submission is complete and submitted subject counts match at least 90% of the target enrollment numbers in the NDA Data Expected. Data submission reminders will be turned off for the NDA Collection.
  • Funding Completed: The NIH grant award (or awards) associated with the NDA Collection has reached its end date. NDA Collections in Funding Completed phase are assigned a subphase to indicate the status of data submission.
    • The Data Expected Subphase indicates that NDA expects more data will be submitted
    • The Closeout Subphase indicates the data submission is complete.
    • The Sharing Not Met Subphase indicates that data submission was not completed as expected.

Blinded Clinical Trial Status:

  • This status is set by a Collection Owner and indicates the research project is a double blinded clinical trial. When selected, the public view of Data Expected will show the Data Expected items and the Submission Dates, but the targeted enrollment and subjects submitted counts will not be displayed.
  • Targeted enrollment and subjects submitted counts are visible only to NDA Administrators and to the NDA Collection or as the NDA Collection Owner.
  • When an NDA Collection that is flagged Blinded Clinical Trial reaches the maximum data sharing date for that Data Repository (see https://nda.nih.gov/nda/sharing-regimen.html), the embargo on Data Expected information is released.

Funding Source

The organization(s) responsible for providing the funding is listed here.

Supporting Documentation

Users with Submission privileges, as well as Collection Owners, Program Officers, and those with Administrator privileges, may upload and attach supporting documentation. By default, supporting documentation is shared to the general public, however, the option is also available to limit this information to qualified researchers only.

Grant Information

Identifiable details are displayed about the Project of which the Collection was derived from. You may click in the Project Number to view a full report of the Project captured by the NIH.

Clinical Trials

Any data that is collected to support or further the research of clinical studies will be available here. Collection Owners and those with Administrator privileges may add new clinical trials.

Frequently Asked Questions

  • How does the NIMH Data Archive (NDA) determine which Permission Group data are submitted into?
    During Collection creation, NDA staff determine the appropriate Permission Group based on the type of data to be submitted, the type of access that will be available to data access users, and the information provided by the Program Officer during grant award.
  • How do I know when a NDA Collection has been created?
    When a Collection is created by NDA staff, an email notification will automatically be sent to the PI(s) of the grant(s) associated with the Collection to notify them.
  • Is a single grant number ever associated with more than one Collection?
    The NDA system does not allow for a single grant to be associated with more than one Collection; therefore, a single grant will not be listed in the Grant Information section of a Collection for more than one Collection.
  • Why is there sometimes more than one grant included in a Collection?
    In general, each Collection is associated with only one grant; however, multiple grants may be associated if the grant has multiple competing segments for the same grant number or if multiple different grants are all working on the same project and it makes sense to hold the data in one Collection (e.g., Cooperative Agreements).


  • Administrator Privilege
    A privilege provided to a user associated with an NDA Collection or NDA Study whereby that user can perform a full range of actions including providing privileges to other users.
  • Collection Owner
    Generally, the Collection Owner is the contact PI listed on a grant. Only one NDA user is listed as the Collection owner. Most automated emails are primarily sent to the Collection Owner.
  • Collection Phase
    The Collection Phase provides information on data submission as opposed to grant/project completion so while the Collection phase and grant/project phase may be closely related they are often different. Collection users with Administrative Privileges are encouraged to edit the Collection Phase. The Program Officer as listed in eRA (for NIH funded grants) may also edit this field. Changes must be saved by clicking the Save button at the bottom of the page. This field is sortable alphabetically in ascending or descending order. Collection Phase options include:
    • Pre-Enrollment: A grant/project has started, but has not yet enrolled subjects.
    • Enrolling: A grant/project has begun enrolling subjects. Data submission is likely ongoing at this point.
    • Data Analysis: A grant/project has completed enrolling subjects and has completed all data submissions.
    • Funding Completed: A grant/project has reached the project end date.
  • Collection Title
    An editable field with the title of the Collection, which is often the title of the grant associated with the Collection.
  • Grant
    Provides the grant number(s) for the grant(s) associated with the Collection. The field is a hyperlink so clicking on the Grant number will direct the user to the grant information in the NIH Research Portfolio Online Reporting Tools (RePORT) page.
  • Supporting Documentation
    Various documents and materials to enable efficient use of the data by investigators unfamiliar with the project and may include the research protocol, questionnaires, and study manuals.
  • NIH Research Initiative
    NDA Collections may be organized by scientific similarity into NIH Research Initiatives, to facilitate query tool user experience. NIH Research Initiatives map to one or multiple Funding Opportunity Announcements.
  • Permission Group
    Access to shared record-level data in NDA is provisioned at the level of a Permission Group. NDA Permission Groups consist of one or multiple NDA Collections that contain data with the same subject consents.
  • Planned Enrollment
    Number of human subject participants to be enrolled in an NIH-funded clinical research study. The data is provided in competing applications and annual progress reports.
  • Actual Enrollment
    Number of human subjects enrolled in an NIH-funded clinical research study. The data is provided in annual progress reports.
  • NDA Collection
    A virtual container and organization structure for data and associated documentation from one grant or one large project/consortium. It contains tools for tracking data submission and allows investigators to define a wide array of other elements that provide context for the data, including all general information regarding the data and source project, experimental parameters used to collect any event-based data contained in the Collection, methods, and other supporting documentation. They also allow investigators to link underlying data to an NDA Study, defining populations and subpopulations specific to research aims.
  • Data Use Limitations
    Data Use Limitations (DULs) describe the appropriate secondary use of a dataset and are based on the original informed consent of a research participant. NDA only accepts consent-based data use limitations defined by the NIH Office of Science Policy.
  • Total Subjects Shared
    The total number of unique subjects for whom data have been shared and are available for users with permission to access data.
IDNameCreated DateStatusType
407Goldsmith RDoC Resting State fMRI12/02/2015ApprovedfMRI
408Goldsmith RDoC Task 1 - 312/07/2015ApprovedfMRI

NDA Help Center

Collection - Experiments

The number of Experiments included is displayed in parentheses next to the tab name. You may download all experiments associated with the Collection via the Download button. You may view individual experiments by clicking the Experiment Name and add them to the Filter Cart via the Add to Cart button.

Collection Owners, Program Officers, and users with Submission or Administrative Privileges for the Collection may create or edit an Experiment.

Please note: The creation of an NDA Experiment does not necessarily mean that data collected, according to the defined Experiment, has been submitted or shared.

Frequently Asked Questions

  • Can an Experiment be associated with more than one Collection?

    Yes -see the “Copy” button in the bottom left when viewing an experiment. There are two actions that can be performed via this button:

    1. Copy the experiment with intent for modifications.
    2. Associate the experiment to the collection. No modifications can be made to the experiment.


  • Experiment Status
    An Experiment must be Approved before data using the associated Experiment_ID may be uploaded.
  • Experiment ID
    The ID number automatically generated by NDA which must be included in the appropriate file when uploading data to link the Experiment Definition to the subject record.
Adolescent Perceived Event Scale Clinical Assessments 617
Affective Go-No Go Clinical Assessments 247
Anticipatory and Consummatory Interpersonal Pleasure Scale-Adolescent Clinical Assessments 338
Antisocial Process Screening Device Clinical Assessments 600
Barnett Role Overload Scale Clinical Assessments 180
Beck Depression Inventory Clinical Assessments 299
Behavioral Inhibition Scale/Behavioral Activation Scale Clinical Assessments 521
Block Child Rearing Practices Report Clinical Assessments 103
Chapman Handedness Clinical Assessments 326
Child Depression Inventory (CDI) Clinical Assessments 332
Children's Attributional Style Questionnaire Clinical Assessments 344
Children's Rejection Sensitivity Questionnaire Clinical Assessments 342
Delay Discounting Task Clinical Assessments 345
Diagnostic Impression Clinical Assessments 217
Discipline Measures Form Clinical Assessments 540
EMG Session Form Imaging 265
Early Adolescent Temperament Questionnaire Clinical Assessments 680
Family Expressiveness Questionnaire Clinical Assessments 181
Financial Stress Survey Clinical Assessments 179
Height and Weight Clinical Assessments 392
Hollingshead Socioeconomic Rating Scale Clinical Assessments 100
Hostile Intent Attribution Measure Clinical Assessments 212
Image Imaging 480
Intolerance of Uncertainty Scale Clinical Assessments 338
Iowa Gambling Task Clinical Assessments 172
MacArthur Health and Behavior Questionnaire Clinical Assessments 208
MacArthur Health and Behavior Questionnaire. School and Peer Clinical Assessments 218
Morris & Udry Pubertal Development Scale Clinical Assessments 338
Parental Monitoring Instrument Clinical Assessments 516
Parenting Stress Index (4th Edition) Clinical Assessments 180
Point Subtraction Aggression Paradigm Clinical Assessments 125
Positive and Negative Affect Schedule (PANAS) Child Version Clinical Assessments 210
Psychological Well-Being Questionnaire Clinical Assessments 339
Pubertal Development Scale Clinical Assessments 531
Reactive-Proactive Questionnaire Clinical Assessments 464
Rejection Sensitivity Questionnaire Clinical Assessments 116
Research Subject Clinical Assessments 638
Response Style Questionnaire Clinical Assessments 599
Rosenberg Self-Esteem Scale Clinical Assessments 214
Sensitivity to Punishment and Sensitivity to Reward Questionnaire Clinical Assessments 338
Sensory Over-Responsivity Scales Clinical Assessments 465
Sensory Profile Adult Clinical Assessments 575
Sociodemographics Clinical Assessments 136
State-Trait Anxiety Inventory for Adults Clinical Assessments 338
Student Success Clinical Assessments 532
Substance Use Questionnaire Clinical Assessments 333
Substance Use Recency Questionnaire Clinical Assessments 333
Tanner Sexual Maturity Scale Clinical Assessments 213
The Penn State Worry Questionnaire Clinical Assessments 338
The Positive and Negative Affect Schedule Adult Version Clinical Assessments 484
Twin Inventory of Relationships and Experiences Clinical Assessments 636
Young Adult Version of the Diagnostic Interview Scale for Children Clinical Assessments 239
Youth Adult Social Behavior Scale Clinical Assessments 330

NDA Help Center

Collection - Shared Data

This tab provides a quick overview of the Data Structure title, Data Type, and Number of Subjects that are currently Shared for the Collection. The information presented in this tab is automatically generated by NDA and cannot be edited. If no information is visible on this tab, this would indicate the Collection does not have shared data or the data is private.

The shared data is available to other researchers who have permission to access data in the Collection's designated Permission Group(s). Use the Download button to get all shared data from the Collection to the Filter Cart.

Frequently Asked Questions

  • How will I know if another researcher uses data that I shared through the NIMH Data Archive (NDA)?
    To see what data your project have submitted are being used by a study, simply go the Associated Studies tab of your collection. Alternatively, you may review an NDA Study Attribution Report available on the General tab.
  • Can I get a supplement to share data from a completed research project?
    Often it becomes more difficult to organize and format data electronically after the project has been completed and the information needed to create a GUID may not be available; however, you may still contact a program staff member at the appropriate funding institution for more information.
  • Can I get a supplement to share data from a research project that is still ongoing?
    Unlike completed projects where researchers may not have the information needed to create a GUID and/or where the effort needed to organize and format data becomes prohibitive, ongoing projects have more of an opportunity to overcome these challenges. Please contact a program staff member at the appropriate funding institution for more information.


  • Data Structure
    A defined organization and group of Data Elements to represent an electronic definition of a measure, assessment, questionnaire, or collection of data points. Data structures that have been defined in the NDA Data Dictionary are available at https://nda.nih.gov/general-query.html?q=query=data-structure
  • Data Type
    A grouping of data by similar characteristics such as Clinical Assessments, Omics, or Neurosignal data.
  • Shared
    The term 'Shared' generally means available to others; however, there are some slightly different meanings based on what is Shared. A Shared NDA Study is viewable and searchable publicly regardless of the user's role or whether the user has an NDA account. A Shared NDA Study does not necessarily mean that data used in the NDA Study have been shared as this is independently determined. Data are shared according the schedule defined in a Collection's Data Expected Tab and/or in accordance with data sharing expectations in the NDA Data Sharing Terms and Conditions. Additionally, Supporting Documentation uploaded to a Collection may be shared independent of whether data are shared.

Collection Owners and those with Collection Administrator permission, may edit a collection. The following is currently available for Edit on this page:


Publications relevant to NDA data are listed below. Most displayed publications have been associated with the grant within Pubmed. Use the "+ New Publication" button to add new publications. Publications relevant/not relevant to data expected are categorized. Relevant publications are then linked to the underlying data by selecting the Create Study link. Study provides the ability to define cohorts, assign subjects, define outcome measures and lists the study type, data analysis and results. Analyzed data and results are expected in this way.

PubMed IDStudyTitleJournalAuthorsDateStatus
36367143Create StudyWhite matter microstructure predicts individual differences in infant fear (But not anger and sadness).Developmental sciencePlanalp, Elizabeth M; Dowe, Kristin N; Alexander, Andrew L; Goldsmith, H Hill; Davidson, Richard J; Dean 3rd, Douglas CMay 1, 2023Not Determined
36229958Create StudyChildhood inhibition predicts adolescent social anxiety: Findings from a longitudinal twin study.Development and psychopathologyGoldsmith, H Hill; Hilton, Emily C; Phan, Jenny M; Sarkisian, Katherine L; Carroll, Ian C; Lemery-Chalfant, Kathryn; Planalp, Elizabeth MOctober 14, 2022Not Determined
36038199Create StudyStructural Brain Correlates of Childhood Inhibited Temperament: An ENIGMA-Anxiety Mega-analysis.Journal of the American Academy of Child and Adolescent PsychiatryBas-Hoogendam, Janna Marie; Bernstein, Rachel; Benson, Brenda E; Buss, Kristin A; Gunther, Kelley E; Pérez-Edgar, Koraly; Salum, Giovanni A; Jackowski, Andrea P; Bressan, Rodrigo A; Zugman, André; Degnan, Kathryn A; Filippi, Courtney A; Fox, Nathan A; Henderson, Heather A; Tang, Alva; Zeytinoglu, Selin; Harrewijn, Anita; Hillegers, Manon H J; White, Tonya; van IJzendoorn, Marinus H; Schwartz, Carl E; Felicione, Julia M; DeYoung, Kathryn A; Shackman, Alexander J; Smith, Jason F; Tillman, Rachael M; van den Berg, Yvonne H M; Cillessen, Antonius H N; Roelofs, Karin; Tyborowska, Anna; Hill, Shirley Y; Battaglia, Marco; Tettamanti, Marco; Dougherty, Lea R; Jin, Jingwen; Klein, Daniel N; Leung, Hoi-Chung; Avery, Suzanne N; Blackford, Jennifer Urbano; Clauss, Jacqueline A; Hayden, Elizabeth P; Liu, Pan; Vandermeer, Matthew R J; Goldsmith, H Hill; Planalp, Elizabeth M; Nichols, Thomas E; Thompson, Paul M; Westenberg, P Michiel; van der Wee, Nic J A; Groenewold, Nynke A; Stein, Dan J; Winkler, Anderson M; Pine, Daniel S; ENIGMA-Anxiety Working GroupSeptember 1, 2022Not Determined
35901392Create StudyPediatric assessment of Research Domain Criteria positive and negative valence systems: Partial genetic mediation of links to problem behaviors.Journal of psychopathology and clinical scienceMoore, Mollie N; Planalp, Elizabeth M; Van Hulle, Carol A; Goldsmith, H HillAugust 1, 2022Not Determined
34585302Create StudyGenetic and environmental influences of variation in diffusion MRI measures of white matter microstructure.Brain structure & functionLuo, Zhan; Adluru, Nagesh; Dean 3rd, Douglas C; Alexander, Andrew L; Goldsmith, H HillJanuary 1, 2022Not Determined
34358661Create StudyFreeSurfer based cortical mapping and T1-relaxometry with MPnRAGE: Test-retest reliability with and without retrospective motion correction.NeuroImageKecskemeti, Steven; Freeman, Abigail; Travers, Brittany G; Alexander, Andrew LNovember 15, 2021Not Determined
34189652Create StudyElucidating the Links Between Mother and Father Alcohol Use Disorder and Adolescent Externalizing Psychopathology: A Test of Transmission Specificity Within Competing Factor Structures and Genetic and Environmental Liabilities.Behavior geneticsOro, Veronica; Goldsmith, H Hill; Lemery-Chalfant, KathrynSeptember 1, 2021Not Determined
34108589Create StudyCord blood DNA methylation modifications in infants are associated with white matter microstructure in the context of prenatal maternal depression and anxiety.Scientific reportsDean 3rd, Douglas C; Madrid, Andy; Planalp, Elizabeth M; Moody, Jason F; Papale, Ligia A; Knobel, Karla M; Wood, Elizabeth K; McAdams, Ryan M; Coe, Christopher L; Hill Goldsmith, H; Davidson, Richard J; Alisch, Reid S; Kling, Pamela JJune 9, 2021Not Determined
33420546Create StudyPersistence During Childhood Problem-Solving as a Predictor of Active Suicidal Ideation During Adolescence.Research on child and adolescent psychopathologySarkisian, Katherine; Van Hulle, Carol; Goldsmith, H HillApril 1, 2021Not Determined
32862448Create StudyLongitudinal effects of family psychopathology and stress on pubertal maturation and hormone coupling in adolescent twins.Developmental psychobiologyPhan, Jenny M; Van Hulle, Carol A; Shirtcliff, Elizabeth A; Schmidt, Nicole L; Goldsmith, H HillApril 2021Not Determined
32767554Create StudySex Differences in the Relationship Between Childhood Self-Regulation and Adolescent Adiposity.Obesity (Silver Spring, Md.)Javaras, Kristin N; Armstrong, Jeffrey M; Klein, Marjorie H; Essex, Marilyn J; Davidson, Richard J; Goldsmith, H HillSeptember 1, 2020Not Determined
32658763Create StudyEarly microstructure of white matter associated with infant attention.Developmental cognitive neuroscienceDowe, Kristin N; Planalp, Elizabeth M; Dean 3rd, Douglas C; Alexander, Andrew L; Davidson, Richard J; Goldsmith, H HillOctober 2020Not Determined
32301173Create StudyThree-dimensional motion-corrected T1 relaxometry with MPnRAGE.Magnetic resonance in medicineKecskemeti, Steven; Alexander, Andrew LNovember 1, 2020Not Determined
31899289Create StudyTest-retest of automated segmentation with different motion correction strategies: A comparison of prospective versus retrospective methods.NeuroImageKecskemeti, Steven R; Alexander, Andrew LApril 2020Not Determined
31818344Create StudyWisconsin Twin Project Overview: Temperament and Affective Neuroscience.Twin research and human genetics : the official journal of the International Society for Twin StudiesSchmidt, Nicole L; Lemery-Chalfant, Kathryn; Goldsmith, H HillDecember 2019Not Determined
31553719Create StudyOptimizing the intrinsic parallel diffusivity in NODDI: An extensive empirical evaluation.PloS oneGuerrero, Jose M; Adluru, Nagesh; Bendlin, Barbara B; Goldsmith, H Hill; Schaefer, Stacey M; Davidson, Richard J; Kecskemeti, Steven R; Zhang, Hui; Alexander, Andrew LJanuary 2019Not Determined
31498059Create StudyLongitudinal Research at the Interface of Affective Neuroscience, Developmental Psychopathology, Health and Behavioral Genetics: Findings from the Wisconsin Twin Project.Twin research and human genetics : the official journal of the International Society for Twin StudiesSchmidt, Nicole L; Brooker, Rebecca J; Carroll, Ian C; Gagne, Jeffrey R; Luo, Zhan; Planalp, Elizabeth M; Sarkisian, Katherine L; Schmidt, Cory K; Van Hulle, Carol A; Lemery-Chalfant, Kathryn; Goldsmith, H HAugust 2019Not Determined
31273766Create StudyObserved Profiles of Infant Temperament: Stability, Heritability, and Associations With Parenting.Child developmentPlanalp, Elizabeth M; Goldsmith, H HillMay 2020Not Determined
31107361Create StudyCo-occurrence of Sensory Overresponsivity with Obsessive-Compulsive Symptoms in Childhood and Early Adolescence.Journal of developmental and behavioral pediatrics : JDBPVan Hulle, Carol A; Esbensen, Karyn; Goldsmith, H HillJune 1, 2019Not Determined
31095814Create StudyAttentional Control Explains Covariation Between Symptoms of Attention-Deficit/Hyperactivity Disorder and Anxiety During Adolescence.Journal of research on adolescence : the official journal of the Society for Research on AdolescenceBrooker, Rebecca J; Moore, Mollie N; Van Hulle, Carol A; Beekman, Charles R; Begnoche, J Patrick; Lemery-Chalfant, Kathryn; Goldsmith, H HillMarch 2020Not Determined
30730182Create StudyParenting in context: Marital adjustment, parent affect, and child temperament in complex families.Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association (Division 43)Planalp, Elizabeth M; Van Hulle, Carol Ann; Goldsmith, H HillAugust 2019Not Determined
30706250Create StudyPeer Victimization and Selective Attention in Adolescence: Evidence from a Monozygotic Twin Difference Design.Journal of abnormal child psychologyCarroll, Ian C; Planalp, Elizabeth M; Van Hulle, Carol A; Goldsmith, H HillAugust 2019Not Determined
30440457Create StudyHeritability of nested hierarchical structural brain network.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceChung, Moo K; Luo, Zhan; Adluru, Nagesh; Alexander, Andrew L; Davidson, Richard J; Goldsmith, H HillJuly 2018Relevant
30177999Create StudyAssociation of Prenatal Maternal Depression and Anxiety Symptoms With Infant White Matter Microstructure.JAMA pediatricsDean 3rd, Douglas C; Planalp, Elizabeth M; Wooten, William; Kecskemeti, Steven R; Adluru, Nagesh; Schmidt, Cory K; Frye, Corrina; Birn, Rasmus M; Burghy, Cory A; Schmidt, Nicole L; Styner, Martin A; Short, Sarah J; Kalin, Ned H; Goldsmith, H Hill; Alexander, Andrew L; Davidson, Richard JOctober 2018Not Determined
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29523999Create StudyCorrection to: Investigation of brain structure in the 1-month infant.Brain structure & functionDean DC, Planalp EM, Wooten W, Schmidt CK, Kecskemeti SR, Frye C, Schmidt NL, Goldsmith HH, Alexander AL, Davidson RJJuly 2018Not Determined
29305647Create StudyInvestigation of brain structure in the 1-month infant.Brain structure & functionDean 3rd, Douglas C; Planalp, E M; Wooten, W; Schmidt, C K; Kecskemeti, S R; Frye, C; Schmidt, N L; Goldsmith, H H; Alexander, A L; Davidson, R JMay 2018Not Determined
28983136Create StudyChildhood inhibitory control and adolescent impulsivity and novelty seeking as differential predictors of relational and overt aggression.Journal of research in personalitySarkisian, Katherine; Van Hulle, Carol; Lemery-Chalfant, Kathryn; Goldsmith, H HApril 2017Relevant
28852074Create StudyMapping White Matter Microstructure in the One Month Human Brain.Scientific reportsDean 3rd, D C; Planalp, E M; Wooten, W; Adluru, N; Kecskemeti, S R; Frye, C; Schmidt, C K; Schmidt, N L; Styner, M A; Goldsmith, H H; Davidson, R J; Alexander, A LAugust 2017Relevant
28821748Create StudyAnxiety-related experience-dependent white matter structural differences in adolescence: A monozygotic twin difference approach.Scientific reportsAdluru, Nagesh; Luo, Zhan; Van Hulle, Carol A; Schoen, Andrew J; Davidson, Richard J; Alexander, Andrew L; Goldsmith, H HillAugust 2017Not Determined
28596748Create StudyThe Infant Version of the Laboratory Temperament Assessment Battery (Lab-TAB): Measurement Properties and Implications for Concepts of Temperament.Frontiers in psychologyPlanalp, Elizabeth M; Van Hulle, Carol; Gagne, Jeffrey R; Goldsmith, H HillJanuary 2017Relevant
28498525Create StudyThe Shared Etiology of Attentional Control and Anxiety: An Adolescent Twin Study.Journal of research on adolescence : the official journal of the Society for Research on AdolescenceGagne, Jeffrey R; O'Sullivan, Deirdre L; Schmidt, Nicole L; Spann, Catherine A; Goldsmith, H HillMarch 2017Not Relevant
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28197124Create StudyProfiles of Social-Emotional Readiness for 4-Year-Old Kindergarten.Frontiers in psychologyMiller, Michele M; Goldsmith, H HillJanuary 2017Relevant
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27797564Create StudyGenetic and Environmental Contributions to the Development of Positive Affect in Infancy.Emotion (Washington, D.C.)Planalp EM, Van Hulle C, Lemery-Chalfant K, Goldsmith HHOctober 2016Not Determined
27291568Create StudyA Twin Factor Mixture Modeling Approach to Childhood Temperament: Differential Heritability.Child developmentScott, Brandon G; Lemery-Chalfant, Kathryn; Clifford, Sierra; Tein, Jenn-Yun; Stoll, Ryan; Goldsmith, H HillNovember 1, 2016Relevant
27073970Create StudyPartial replication of two rumination-related candidate gene studies.Cognition & emotionVan Hulle, Carol A; Clifford, Sierra; Moore, Mollie N; Lemery-Chalfant, Kathryn; Goldsmith, H HillAugust 1, 2017Relevant
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25633628Create StudyGenetic and Environmental Contributions to Covariation Between DHEA and Testosterone in Adolescent Twins.Behavior geneticsVan Hulle CA, Moore MN, Shirtcliff EA, Lemery-Chalfant K, Goldsmith HHMay 2015Not Determined
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NDA Help Center

Collection - Publications

The number of Publications is displayed in parentheses next to the tab name. Clicking on any of the Publication Titles will open the Publication in a new internet browsing tab.

Collection Owners, Program Officers, and users with Submission or Administrative Privileges for the Collection may mark a publication as either Relevant or Not Relevant in the Status column.

Frequently Asked Questions

  • How can I determine if a publication is relevant?
    Publications are considered relevant to a collection when the data shared is directly related to the project or collection.
  • Where does the NDA get the publications?
    PubMed, an online library containing journals, articles, and medical research. Sponsored by NiH and National Library of Medicine (NLM).


  • Create Study
    A link to the Create an NDA Study page that can be clicked to start creating an NDA Study with information such as the title, journal and authors automatically populated.
  • Not Determined Publication
    Indicates that the publication has not yet been reviewed and/or marked as Relevant or Not Relevant so it has not been determined whether an NDA Study is expected.
  • Not Relevant Publication
    A publication that is not based on data related to the aims of the grant/project associated with the Collection or not based on any data such as a review article and, therefore, an NDA Study is not expected to be created.
  • PubMed
    PubMed provides citation information for biomedical and life sciences publications and is managed by the U.S. National Institutes of Health's National Library of Medicine.
  • PubMed ID
    The PUBMed ID is the unique ID number for the publication as recorded in the PubMed database.
  • Relevant Publication
    A publication that is based on data related to the aims of the grant/project associated with the Collection and, therefore, an NDA Study is expected to be created.
Data Expected List: Mandatory Data Structures

These data structures are mandatory for your NDA Collection. Please update the Targeted Enrollment number to accurately represent the number of subjects you expect to submit for the entire study.

For NIMH HIV-related research that involves human research participants: Select the dictionary or dictionaries most appropriate for your research. If your research does not require all three data dictionaries, just ignore the ones you do not need. There is no need to delete extra data dictionaries from your NDA Collection. You can adjust the Targeted Enrollment column in the Data Expected tab to “0” for those unnecessary data dictionaries. At least one of the three data dictionaries must have a non-zero value.

Data ExpectedTargeted EnrollmentInitial SubmissionSubjects SharedStatus
Research Subject and Pedigree info icon
To create your project's Data Expected list, use the "+New Data Expected" to add or request existing structures and to request new Data Structures that are not in the NDA Data Dictionary.

If the Structure you need already exists, locate it and specify your dates and enrollment when adding it to your Data Expected list. If you require changes to the Structure you need, select the indicator stating "No, it requires changes to meet research needs," and upload a file containing your requested changes.

If the structure you need is not yet defined in the Data Dictionary, you can select "Upload Definition" and attach the necessary materials to request its creation.

When selecting the expected dates for your data, make sure to follow the standard Data Sharing Regimen and choose dates within the date ranges that correspond to your project start and end dates.

Please visit the Completing Your Data Expected Tutorial for more information.
Data Expected List: Data Structures per Research Aims

These data structures are specific to your research aims and should list all data structures in which data will be collected and submitted for this NDA Collection. Please update the Targeted Enrollment number to accurately represent the number of subjects you expect to submit for the entire study.

Data ExpectedTargeted EnrollmentInitial SubmissionSubjects SharedStatus
Reactive-Proactive Questionnaire info icon
Positive and Negative Affect Schedule info icon
Childrens Depression Inventory info icon
Demographics info icon
Parenting Stress Index (PSI) info icon
Tanner Sexual Maturity Scale info icon
Pubertal Development Scale (PDS) info icon
Response Style Questionnaire info icon
Diagnosis info icon
Physical Exam info icon
Handedness Form info icon
Sensory Profile info icon
Substance Use Questionnaire info icon
Beck Depression Inventory info icon
Rosenberg Self-Esteem Scale info icon
Sensitivity to Punishment and Sensitivity to Reward Questionnaire info icon
Twin Inventory of Relationships and Experiences info icon
EMG Session info icon
Financial Stress info icon
Barnett Role Overload Scale info icon
Intolerance of Uncertainty Scale info icon
State-Trait Anxiety Inventory for Adults info icon
Young Adult Version of the Diagnostic Interview Scale for Children info icon
Antisocial Process Screening Device info icon
Youth Adult Social Behavior Scale info icon
Sensory Over-Responsivity Scales info icon
Sensory Over-Responsivity Scales info icon
Rejection Sensitivity Questionnaire info icon
Discipline Measures info icon
Internal, Personal, and Situational Attributions Questionnaire info icon
Imaging (Structural, fMRI, DTI, PET, microscopy) info icon
Morris & Udry Pubertal Development Scale info icon
Psychological Well-Being Summary info icon
Psychological Well-Being Summary info icon
Anticipatory and Consummatory Interpersonal Pleasure Scale-Adolescent info icon
Parental Monitoring info icon
Family Expressiveness Questionnaire info icon
Behavioral Inhibition Scale/Behavioral Activation Scale info icon
The Penn State Worry Questionnaire info icon
Early Adolescent Temperament Questionnaire info icon
Iowa Gambling Task info icon
Delay Discounting Task info icon
Adolescent Perceived Event Scale info icon
Go-No Go Variant Task info icon
Point Subtraction Aggression Paradigm info icon
MacArthur Health and Behavior Questionnaire info icon
Student Success info icon
Child Rearing Practices Report info icon
Hostile Intent Attribution Measure info icon
Structure not yet defined
No Status history for this Data Expected has been recorded yet

NDA Help Center

Collection - Data Expected

The Data Expected tab displays the list of all data that NDA expects to receive in association with the Collection as defined by the contributing researcher, as well as the dates for the expected initial upload of the data, and when it is first expected to be shared, or with the research community. Above the primary table of Data Expected, any publications determined to be relevant to the data within the Collection are also displayed - members of the contributing research group can use these to define NDA Studies, connecting those papers to underlying data in NDA.

The tab is used both as a reference for those accessing shared data, providing information on what is expected and when it will be shared, and as the primary tracking mechanism for contributing projects. It is used by both contributing primary researchers, secondary researchers, and NIH Program and Grants Management staff.

Researchers who are starting their project need to update their Data Expected list to include all the Data Structures they are collecting under their grant and set their initial submission and sharing schedule according to the NDA Data Sharing Regimen.

To add existing Data Structures from the Data Dictionary, to request new Data Structure that are not in the Dictionary, or to request changes to existing Data Structures, click "+New Data Expected".

For step-by-step instructions on how to add existing Data Structures, request changes to an existing Structure, or request a new Data Structure, please visit the Completing Your Data Expected Tutorial.

If you are a contributing researcher creating this list for the first time, or making changes to the list as your project progress, please note the following:

  • Although items you add to the list and changes you make are displayed, they are not committed to the system until you Save the entire page using the "Save" button at the bottom of your screen. Please Save after every change to ensure none of your work is lost.
  • If you attempt to add a new structure, the title you provide must be unique - if another structure exists with the same name your change will fail.
  • Adding a new structure to this list is the only way to request the creation of a new Data Dictionary definition.

Frequently Asked Questions

  • What is an NDA Data Structure?
    An NDA Data Structure is comprised of multiple Data Elements to make up an electronic definition of an assessment, measure, questionnaire, etc will have a corresponding Data Structure.
  • What is the NDA Data Dictionary?
    The NDA Data Dictionary is comprised of electronic definitions known as Data Structures.


  • Analyzed Data
    Data specific to the primary aims of the research being conducted (e.g. outcome measures, other dependent variables, observations, laboratory results, analyzed images, volumetric data, etc.) including processed images.
  • Data Item
    Items listed on the Data Expected list in the Collection which may be an individual and discrete Data Structure, Data Structure Category, or Data Structure Group.
  • Data Structure
    A defined organization and group of Data Elements to represent an electronic definition of a measure, assessment, questionnaire, or collection of data points. Data structures that have been defined in the NDA Data Dictionary are available at https://nda.nih.gov/general-query.html?q=query=data-structure
  • Data Structure Category
    An NDA term describing the affiliation of a Data Structure to a Category, which may be disease/disorder or diagnosis related (Depression, ADHD, Psychosis), specific to data type (MRI, eye tracking, omics), or type of data (physical exam, IQ).
  • Data Structure Group
    A Data Item listed on the Data Expected tab of a Collection that indicates a group of Data Structures (e.g., ADOS or SCID) for which data may be submitted instead of a specific Data Structure identified by version, module, edition, etc. For example, the ADOS Data Structure Category includes every ADOS Data Structure such as ADOS Module 1, ADOS Module 2, ADOS Module 1 - 2nd Edition, etc. The SCID Data Structure Group includes every SCID Data Structure such as SCID Mania, SCID V Mania, SCID PTSD, SCID-V Diagnosis, and more.
  • Evaluated Data
    A new Data Structure category, Evaluated Data is analyzed data resulting from the use of computational pipelines in the Cloud and can be uploaded directly back to a miNDAR database. Evaluated Data is expected to be listed as a Data Item in the Collection's Data Expected Tab.
  • Imaging Data
    Imaging+ is an NDA term which encompasses all imaging related data including, but not limited to, images (DTI, MRI, PET, Structural, Spectroscopy, etc.) as well as neurosignal data (EEG, fMRI, MEG, EGG, eye tracking, etc.) and Evaluated Data.
  • Initial Share Date
    Initial Submission and Initial Share dates should be populated according to the NDA Data Sharing Terms and Conditions. Any modifications to these will go through the approval processes outlined above. Data will be shared with authorized users upon publication (via an NDA Study) or 1-2 years after the grant end date specified on the first Notice of Award, as defined in the applicable Data Sharing Terms and Conditions.
  • Initial Submission Date
    Initial Submission and Initial Share dates should be populated according to these NDA Data Sharing Terms and Conditions. Any modifications to these will go through the approval processes outlined above. Data for all subjects is not expected on the Initial Submission Date and modifications may be made as necessary based on the project's conduct.
  • Research Subject and Pedigree
    An NDA created Data Structure used to convey basic information about the subject such as demographics, pedigree (links family GUIDs), diagnosis/phenotype, and sample location that are critical to allow for easier querying of shared data.
  • Submission Cycle
    The NDA has two Submission Cycles per year - January 15 and July 15.
  • Submission Exemption
    An interface to notify NDA that data may not be submitted during the upcoming/current submission cycle.

Collection Owners and those with Collection Administrator permission, may edit a collection. The following is currently available for Edit on this page:

Associated Studies

Studies that have been defined using data from a Collection are important criteria to determine the value of data shared. The number of subjects column displays the counts from this Collection that are included in a Study, out of the total number of subjects in that study. The Data Use column represents whether or not the study is a primary analysis of the data or a secondary analysis. State indicates whether the study is private or shared with the research community.

Study NameAbstractCollection/Study SubjectsData UsageState
No records found.

NDA Help Center

Collection - Associated Studies

Clicking on the Study Title will open the study details in a new internet browser tab. The Abstract is available for viewing, providing the background explanation of the study, as provided by the Collection Owner.

Primary v. Secondary Analysis: The Data Usage column will have one of these two choices. An associated study that is listed as being used for Primary Analysis indicates at least some and potentially all of the data used was originally collected by the creator of the NDA Study. Secondary Analysis indicates the Study owner was not involved in the collection of data, and may be used as supporting data.

Private v. Shared State: Studies that remain private indicate the associated study is only available to users who are able to access the collection. A shared study is accessible to the general public.

Frequently Asked Questions

  • How do I associate a study to my collection?
    Studies are associated to the Collection automatically when the data is defined in the Study.


  • Associated Studies Tab
    A tab in a Collection that lists the NDA Studies that have been created using data from that Collection including both Primary and Secondary Analysis NDA Studies.