ISO/IEC 25024:2015 - The Benefits and Challenges of Data Quality Measurement
What is Iso Iec 25024 25.pdf and Why is it Important?
Iso Iec 25024 25.pdf is a document that contains the international standard for data quality measurement. It is part of the ISO/IEC 25000 series of standards for systems and software quality requirements and evaluation (SQuaRE). It defines data quality measures for quantitatively measuring the data quality in terms of characteristics defined in ISO/IEC 25012, which is another standard for data quality models.
Iso Iec 25024 25.pdf
Data quality is the degree to which data meets the expectations and needs of its users and stakeholders. Data quality is essential for any kind of information system, as it affects the performance, reliability, usability and security of the system. Data quality also impacts the decision making, planning and management processes that rely on data. Poor data quality can lead to errors, inefficiencies, losses or risks.
Therefore, it is important to measure and evaluate data quality regularly and systematically. This can help to identify and correct data quality problems, improve data quality processes, ensure data quality compliance and increase data quality awareness and satisfaction. Iso Iec 25024 25.pdf provides a framework and a guidance for doing so.
What Does Iso Iec 25024 25.pdf Contain?
Iso Iec 25024 25.pdf contains the following main elements:
A basic set of data quality measures for each characteristic defined in ISO/IEC 25012. These characteristics are accuracy, completeness, consistency, credibility, currentness, accessibility, compliance, confidentiality, efficiency, portability, precision, traceability and understandability.
A basic set of target entities to which the data quality measures are applied during the data-life-cycle. These entities are data element, data set, database schema, database instance and database system.
An explanation of how to apply data quality measures. This includes defining the measurement context, selecting the appropriate measures and target entities, collecting and analyzing the measurement data and reporting the measurement results.
A guidance for organizations defining their own measures for data quality requirements and evaluation. This includes considering the measurement purpose, scope, criteria and constraints, as well as following the measurement principles and practices.
Several informative annexes that provide additional information and examples of data quality measures, measure elements, target entities and measurement applications.
How to Use Iso Iec 25024 25.pdf?
Iso Iec 25024 25.pdf can be used by anyone who needs to produce and/or use data quality measures while pursuing their responsibilities. This includes:
Acquirer: an individual or organization that acquires or procures data from a supplier.
Evaluator: an individual or organization that performs an evaluation of data quality, which can be a testing laboratory, the quality department of an organization, a government organization or a user.
Developer: an individual or organization that performs development activities including requirements analysis, design, implementation and testing of data during the data-life-cycle.
Maintainer: an individual or organization that performs operation and maintenance activities of data.
Supplier: an individual or organization that enters into a contract with the acquirer for the supply of data or service under the terms of the contract.
User: an individual or organization that uses data to perform a specific function.
Quality manager: an individual or organization that performs a systematic examination of data quality.
Owner: an individual or organization that takes responsibility for the management and financial value of data with the legal authority and responsibility to establish evaluation, collections, access,
What are the Benefits of Using Iso Iec 25024 25.pdf?
Using Iso Iec 25024 25.pdf can bring many benefits for data quality management and improvement. Some of these benefits are:
It provides a common and consistent framework and terminology for data quality measurement across different domains, systems and applications.
It helps to establish clear and measurable data quality requirements and objectives that can be aligned with the expectations and needs of the users and stakeholders.
It enables to monitor and evaluate data quality performance and progress over time and across different levels of granularity.
It supports data quality improvement initiatives by identifying data quality problems, root causes, impacts and solutions.
It enhances data quality awareness and communication among data producers, consumers and managers.
It increases data quality confidence and trust among data users and stakeholders.
What are the Challenges of Using Iso Iec 25024 25.pdf?
Using Iso Iec 25024 25.pdf can also pose some challenges for data quality measurement and evaluation. Some of these challenges are:
It requires a clear understanding of the data quality concepts, principles and practices, as well as the specific characteristics, measures and target entities relevant for each data quality context.
It involves a significant amount of effort and resources to plan, design, implement, execute and maintain data quality measurement processes and activities.
It depends on the availability and quality of the measurement data sources, tools and methods that can provide reliable and valid data quality information.
It may encounter some difficulties or limitations in applying some data quality measures or target entities to some types of data or systems.
It may face some resistance or skepticism from some data producers or consumers who may not see the value or benefit of data quality measurement or who may fear its consequences.
Conclusion
Iso Iec 25024 25.pdf is a document that contains the international standard for data quality measurement. It defines data quality measures for quantitatively measuring the data quality in terms of characteristics defined in ISO/IEC 25012. It also provides a guidance for applying data quality measures to different target entities during the data-life-cycle. It can be used by anyone who needs to produce and/or use data quality measures while pursuing their responsibilities. It can bring many benefits for data quality management and improvement, but it can also pose some challenges for data quality measurement and evaluation. The best way to use Iso Iec 25024 25.pdf is to understand its concepts, principles and practices, and to adapt them to the specific needs and contexts of each data quality situation.
What is Iso Iec 25024 25.pdf and Why is it Important?
Iso Iec 25024 25.pdf is a document that contains the international standard for data quality measurement. It is part of the ISO/IEC 25000 series of standards for systems and software quality requirements and evaluation (SQuaRE). It defines data quality measures for quantitatively measuring the data quality in terms of characteristics defined in ISO/IEC 25012, which is another standard for data quality models.
Data quality is the degree to which data meets the expectations and needs of its users and stakeholders. Data quality is essential for any kind of information system, as it affects the performance, reliability, usability and security of the system. Data quality also impacts the decision making, planning and management processes that rely on data. Poor data quality can lead to errors, inefficiencies, losses or risks.
Therefore, it is important to measure and evaluate data quality regularly and systematically. This can help to identify and correct data quality problems, improve data quality processes, ensure data quality compliance and increase data quality awareness and satisfaction. Iso Iec 25024 25.pdf provides a framework and a guidance for doing so.
What Does Iso Iec 25024 25.pdf Contain?
Iso Iec 25024 25.pdf contains the following main elements:
A basic set of data quality measures for each characteristic defined in ISO/IEC 25012. These characteristics are accuracy, completeness, consistency, credibility, currentness, accessibility, compliance, confidentiality, efficiency, portability, precision, traceability and understandability.
A basic set of target entities to which the data quality measures are applied during the data-life-cycle. These entities are data element, data set, database schema, database instance and database system.
An explanation of how to apply data quality measures. This includes defining the measurement context, selecting the appropriate measures and target entities, collecting and analyzing the measurement data and reporting the measurement results.
A guidance for organizations defining their own measures for data quality requirements and evaluation. This includes considering the measurement purpose, scope, criteria and constraints, as well as following the measurement principles and practices.
Several informative annexes that provide additional information and examples of data quality measures, measure elements, target entities and measurement applications.
How to Use Iso Iec 25024 25.pdf?
Iso Iec 25024 25.pdf can be used by anyone who needs to produce and/or use data quality measures while pursuing their responsibilities. This includes:
Acquirer: an individual or organization that acquires or procures data from a supplier.
Evaluator: an individual or organization that performs an evaluation of data quality, which can be a testing laboratory, the quality department of an organization, a government organization or a user.
Developer: an individual or organization that performs development activities including requirements analysis, design, implementation and testing of data during the data-life-cycle.
Maintainer: an individual or organization that performs operation and maintenance activities of data.
Supplier: an individual or organization that enters into a contract with the acquirer for the supply of data or service under the terms of the contract.
User: an individual or organization that uses data to perform a specific function.
Quality manager: an individual or organization that performs a systematic examination of data quality.
Owner: an individual or organization that takes responsibility for the management and financial value of data with the legal authority and responsibility to establish evaluation, collections, access,
dissemination, storage, security and cancellation of data.
What are the Benefits of Using Iso Iec 25024 25.pdf?
Using Iso Iec 25024 25.pdf can bring many benefits for data quality management and improvement. Some of these benefits are:
It provides a common and consistent framework and terminology for data quality measurement across different domains, systems and applications.
It helps to establish clear and measurable data quality requirements and objectives that can be aligned with the expectations and needs of the users and stakeholders.
It enables to monitor and evaluate data quality performance and progress over time and across different levels of granularity.
It supports data quality improvement initiatives by identifying data quality problems, root causes, impacts and solutions.
It enhances data quality awareness and communication among data producers, consumers and managers.
It increases data quality confidence and trust among data users and stakeholders.
What are the Challenges of Using Iso Iec 25024 25.pdf?
Using Iso Iec 25024 25.pdf can also pose some challenges for data quality measurement and evaluation. Some of these challenges are:
It requires a clear understanding of the data quality concepts, principles and practices, as well as the specific characteristics,
Conclusion
Iso Iec 25024 25.pdf is a document that contains the international standard for data quality measurement. It defines data quality measures for quantitatively measuring the data quality in terms of characteristics defined in ISO/IEC 25012. It also provides a guidance for applying data quality measures to different target entities during the data-life-cycle. It can be used by anyone who needs to produce and/or use data quality measures while pursuing their responsibilities. It can bring many benefits for data quality management and improvement, but it can also pose some challenges for data quality measurement and evaluation. The best way to use Iso Iec 25024 25.pdf is to understand its concepts, principles and practices, and to adapt them to the specific needs and contexts of each data quality situation. 4e3182286b