Class: ParticipantPrivacy

Information about privacy protections and anonymization procedures for human research participants.

__

URI: data_sheets_schema:ParticipantPrivacy

classDiagram class ParticipantPrivacy click ParticipantPrivacy href "../ParticipantPrivacy/" DatasetProperty <|-- ParticipantPrivacy click DatasetProperty href "../DatasetProperty/" ParticipantPrivacy : anonymization_method ParticipantPrivacy : data_linkage ParticipantPrivacy : description ParticipantPrivacy : id ParticipantPrivacy : name ParticipantPrivacy : privacy_techniques ParticipantPrivacy : reidentification_risk ParticipantPrivacy : used_software ParticipantPrivacy --> "*" Software : used_software click Software href "../Software/"

Inheritance

NamedThing
- DatasetProperty
  - ParticipantPrivacy

Slots

Name	Cardinality and Range	Description	Inheritance
anonymization_method	* String	What methods were used to anonymize or de-identify participant data? Include ...	direct
reidentification_risk	* String	What is the assessed risk of re-identification? What measures were taken to m...	direct
privacy_techniques	* String	What privacy-preserving techniques were applied (e	direct
data_linkage	* String	Can this dataset be linked to other datasets in ways that might compromise pa...	direct
used_software	* Software	What software was used as part of this dataset property?	DatasetProperty
id	1 Uriorcurie	A unique identifier for a thing	NamedThing
name	0..1 String	A human-readable name for a thing	NamedThing
description	0..1 String	A human-readable description for a thing	NamedThing

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type	Mapped Value
self	data_sheets_schema:ParticipantPrivacy
native	data_sheets_schema:ParticipantPrivacy

LinkML Source

Direct

name: ParticipantPrivacy
description: 'Information about privacy protections and anonymization procedures for
  human research participants.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anonymization_method:
    name: anonymization_method
    description: 'What methods were used to anonymize or de-identify participant data?
      Include technical details of privacy-preserving techniques.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  reidentification_risk:
    name: reidentification_risk
    description: 'What is the assessed risk of re-identification? What measures were
      taken to minimize this risk?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  privacy_techniques:
    name: privacy_techniques
    description: 'What privacy-preserving techniques were applied (e.g., differential
      privacy, k-anonymity, data masking)?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  data_linkage:
    name: data_linkage
    description: 'Can this dataset be linked to other datasets in ways that might
      compromise participant privacy?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true

Induced

name: ParticipantPrivacy
description: 'Information about privacy protections and anonymization procedures for
  human research participants.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anonymization_method:
    name: anonymization_method
    description: 'What methods were used to anonymize or de-identify participant data?
      Include technical details of privacy-preserving techniques.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    alias: anonymization_method
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  reidentification_risk:
    name: reidentification_risk
    description: 'What is the assessed risk of re-identification? What measures were
      taken to minimize this risk?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    alias: reidentification_risk
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  privacy_techniques:
    name: privacy_techniques
    description: 'What privacy-preserving techniques were applied (e.g., differential
      privacy, k-anonymity, data masking)?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    alias: privacy_techniques
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  data_linkage:
    name: data_linkage
    description: 'Can this dataset be linked to other datasets in ways that might
      compromise participant privacy?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    alias: data_linkage
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
    multivalued: true
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    alias: used_software
    owner: ParticipantPrivacy
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
  id:
    name: id
    description: A unique identifier for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    alias: id
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    range: uriorcurie
    required: true
  name:
    name: name
    description: A human-readable name for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    range: string
  description:
    name: description
    description: A human-readable description for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: schema:description
    alias: description
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - DirectCollection
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    - EthicalReview
    - DataProtectionImpact
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    range: string