https://datamanagement.wiki/ 2026-05-08T13:43:43+00:00 https://datamanagement.wiki/ https://datamanagement.wiki/_media/wiki/favicon.ico text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/awareness_of_data_quality?rev=1709904784&do=diff Awareness of data quality Definition Awareness of data quality is awareness with regards to data quality. Note 1 Awareness of data quality is an acknowledgement or realisation by everyone in an organisation, that their current skills and competencies are (becoming) ineffective, resulting in data of inadequate quality. text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/competence_of_staff?rev=1709904784&do=diff Competence of staff Definition Competence of staff is competence with regard to staff. Relations Competence of staffis child ofcompetenceCompetence of staff is part of a data quality management system all dqms text/html 2025-07-12T13:26:42+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/context?rev=1752326802&do=diff Context Definition Context is a combination of internal and external issues that can have an effect on an organization’s approach to developing and achieving its objectives. DMBoK2 The representational system of data. Relation Contextis analysed incontext analysisContext text/html 2026-02-20T13:06:45+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/critical_data_element?rev=1771592805&do=diff Critical data element Definition A critical data element is a data element that is determined to be vital to the successful operation of the organization (Loshin, 2009). Abbreviaton CDE Notes * For example, an organization may define its critical data elements as those that represent protected personal information, those that are used in financial reports (both internal and external), regulatory reports, the text/html 2024-05-26T19:33:19+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_cleansing?rev=1716751999&do=diff Data cleansing Definition Data cleansing is the process of detecting and correcting data issues to improve the quality of data to an acceptable level. Notes An organization should define an acceptable data quality level for each data quality dimension. Dimensions of data quality that can be improved by data cleansing are: text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_lineage?rev=1709904784&do=diff Data lineage Definition Data Lineage is metadata that identifies the sources of data and the transformations through which it has passed up to the point of applying. (DAMA-NL, 2020) Notes 1 Other definitions: * Data Lineage is a description of the pathway from the data source to their current location and thealterations made to the data along that pathway. (Brackett 2011). text/html 2024-09-06T11:49:39+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_model?rev=1725623379&do=diff Data model Definition Data model is a model that describes of the organisation of data in a manner that reflects an information structure (ISO 11179:1999) DMBoK2 A data model describes an organization’s data as the organization understands it, or as the organization wants it to be. text/html 2024-03-24T15:56:47+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_process?rev=1711295807&do=diff Data process Definition A data process is a process with regards to data. Purpose Purpose of a data process is transform data input into data output. Relations Data process is child of processData processis an element of a data quality management systemData process is an element of a data utility management system Life cycle text/html 2024-03-17T15:35:22+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_analysis?rev=1710689722&do=diff Data quality analysis Definition Data quality analysis is analysis with regard to data quality. Notes Applications of data quality analysis are: * Gaining overall insight in the current data quality status. * Gaining deep insight in various types of existing data quality issues and its root causes. text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_communication?rev=1709904784&do=diff Data quality communication Definition Data quality communication is communication with regards to data quality. Relations Data quality communication is child of communicationData quality communication is an element of a data quality management system Examples * A video about data quality. * A news letter about data quality. text/html 2024-07-26T14:57:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_improvement_action?rev=1722005824&do=diff Data quality improvement action Definition An data quality improvement action is an improvement action with regard to data quality. Relation Data quality improvement actionis child of improvement actionData qualtiy improvement actionis part of data quality management system all dqms text/html 2024-03-08T13:33:03+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_issue?rev=1709904783&do=diff Data quality issue Definition A data quality issue is an issue with regard to data quality. Notes Generally, a data quality issue concerns an incorrect data value, but it may also involve any other data quality dimensions, e.g., completeness and timeliness. Attributes of a data quality issue are: text/html 2025-06-01T17:50:43+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_monitoring?rev=1748800243&do=diff Data quality monitoring Definition Data quality monitoring is monitoring with regard to data quality issues. Synonyms Data quality measuring Purpose The purpose of data quality monitoring is: * To gain insight into data issues, both on individual level and statistically (dashboard), text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_objective?rev=1709904784&do=diff Data quality objectives Definition Data quality objectives are objectives with regards to quality. Synonym Key Performance Indicator (KPI) Relations Data quality objective is a child of objectiveData quality objective is an element of a data quality management system all dqms text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_policy?rev=1709904784&do=diff Data quality policy Definition Data quality policy is a policy with regard to data quality. Abbreviation DQP Purpose The purpose of a data quality policy is giving direction to decisions and measures that affect data quality. Life cycle Phase Activity text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_requirement?rev=1709904784&do=diff Data quality requirement Definition Data quality requirement is a requirements with regard to data quality. Life cycle Phase Activity Plan * Define data quality requirements text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_risk_analysis?rev=1709904784&do=diff Data quality risk analysis Definition A data quality risk analysis is a risk analysis with regards to data quality. Note Objective of a DQMS is that the data quality requirements are met. A risk analysis shows which situations or events could lead to these objectives not being met and which measures should be taken to reduce the risk to an acceptable level. text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_quality_rule?rev=1709904784&do=diff Data quality rule Definition A data quality rule is a rule used to validate data values or data records. Synonyms * Data validation rule * Data quality rule specification Purpose The purpose of a data quality rule is to prevent, monitor or report insufficient quality of text/html 2024-03-08T13:33:03+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_supplier?rev=1709904783&do=diff Data supplier Definition A data supplier is supplier with regard to data. [1,2] Notes A supplier can be internal or external to an organization. [8] Some data suppliers provide access to data sets for free, some sell data for a fee and some data providers offer a mix of free and fee-based data services. Specific licenses may also apply to the (re)use of supplied data. [1] text/html 2024-03-24T15:56:47+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/data_user_satisfaction?rev=1711295807&do=diff Data user satisfaction Definition Data user satisfaction is the extent to which data users expectations are met or exceeded by a product, service, or overall experience. Notes Data user satisfaction is the measure of how well a business or organization meets or exceeds the expectations of its text/html 2025-07-12T13:32:44+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/documented_information?rev=1752327164&do=diff Documented information Definition Documented information is information required to be controlled and maintained by an organization including the medium on which it is contained. Relations Documented information is child of informationDocumented information text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/internal_audit?rev=1709904784&do=diff Internal audit Definition An internal audit is an audit carried out by or on behalf of the organisation itself. Relations Internal auditis child ofauditInternal auditis an element of amanagement systemInternal auditprecedes an external audit Reference(s) ISO 19011. Guidelines for audits of management systems. text/html 2025-07-12T13:23:30+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/leadership?rev=1752326610&do=diff Leadership Definition Leadership is the action of leading a group of people or an organization. Relations Leadership is child of actionLeadership is element of a data quality management system all dqms dums text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/management_review?rev=1709904784&do=diff Management review Definition Management review is a review with regards to the data quality management system by top management. Notes Management Review is not a topic in DAMA DMBOK, but it is related to data governance. The term 'management review' refers to both the review process and the meeting in which the process takes place. text/html 2024-03-08T13:33:04+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/metadata?rev=1709904784&do=diff Metadata Definition Metadata is data that defines and describes the characteristics of other data. (DAMA Dictionary) DMBoK2 Metadata is about having Information about data. Metadata describes and defines data and is a tool for understanding data. Relations Metadata text/html 2024-07-05T15:13:59+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/resources?rev=1720192439&do=diff Resources Definition Resources are staff, work places, ICT and budget. Relation Resourcesare part ofdata quality management systemResourcesare part ofdata utilization management system all dqms dums text/html 2025-07-12T13:38:11+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/roles_and_responsibilities?rev=1752327491&do=diff Roles and responsibilities Definition Roles and responsibilities are two concepts that cannot be summed up in one definition. Therefore, two definitions are formulated. * See role. * See responsibility. Purpose The purpose of roles and responsibilities is to: text/html 2024-09-06T12:50:46+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/scope?rev=1725627046&do=diff Scope Definition Scope is an area over which an activity extends. Relationship Scope is an element of a data management system Scope is an element of a data quality management system Scope is an element of a data utilization management system Lifecycle * Describe * Establish * Publish * Evaluate text/html 2024-07-26T15:03:13+00:00 Anonymous (anonymous@undisclosed.example.com) https://datamanagement.wiki/data_quality_management_system/stakeholder?rev=1722006193&do=diff Stakeholder Definition A stakeholder is a group or person who can affect or is affected by the achievement of the organization’s objectives (Friedman & Miles, 2006). Relations Stakeholderis child of agroupStakeholderis child of personStakeholder