The value of data 
Carlos Barahona 
Statistical Services Centre, University of Reading, UK
Open Data Policies 
• We are moving in the direction of change 
• IT is ready and changing fast 
• CG ODP is in place 
• but I believe it is a working hypothesis and will evolve 
• Incentives, skills and resources requireed are probably 
underestimated 
• But we also need a change in culture
The Value of Data
The Value of Data
Risks and challenges 
• Re-value the data 
• Use accumulated data 
• How to provide data 
• Compliance and supervision 
• Data Standards 
• Data depositories 
• Incentives 
• Support 
• Confidentiality 
• Completeness 
• Long term management
An initial proposal for training resources 
• What is Data Quality? 
• Role of scientists and research methods support in relation to Data Quality 
• The value of data: Design-Collect-Assess-Build-Share 
• Elements of sampling 
• Good Data Collection 
• Using paper 
• Using electronic devices 
• Checking consistency of data 
• Metadata 
• Data archiving 
• What is research with a Systems Approach 
• Options by Context – an emerging framework for research
What capacities/skills do we (scientists/ research methods 
support/institutions) need to develop to: 
• Comply with CG Open Data Policy 
• Take advantage of the Open Data Policy, i.e. what can it do for me?
Resources 
• Do you have any suggestions for 
• Additions 
• Remove some items 
• Contents of some of the topics

More Related Content

PDF
Establishing enterprise wide data governance - CDAO 2019 Auckland
PDF
Business Intelligence Analyst Skills Framework
PDF
Data and analytics strategy PUBLIC - ADHB 2021
PDF
Improving practitioner decision making capabilities with data and analytics v1
PPTX
Executive BI, Analytics, Modeling and Insights Strategy Framework Practices
PPTX
Data Strategy Flywheel
PDF
Leverage Customer Data to Deliver a Personalized Digital Experience
PDF
data-to-insight-to-action-taking-a-business-process-view-for-analytics-to-del...
Establishing enterprise wide data governance - CDAO 2019 Auckland
Business Intelligence Analyst Skills Framework
Data and analytics strategy PUBLIC - ADHB 2021
Improving practitioner decision making capabilities with data and analytics v1
Executive BI, Analytics, Modeling and Insights Strategy Framework Practices
Data Strategy Flywheel
Leverage Customer Data to Deliver a Personalized Digital Experience
data-to-insight-to-action-taking-a-business-process-view-for-analytics-to-del...

What's hot (20)

PDF
IBM Watson Content Analytics: Discover Hidden Value in Your Unstructured Data
PDF
Revolution In Data Governance - Transforming the customer experience
PDF
Sabre: Mastering a strong foundation for operational excellence and enhanced ...
PPTX
Competing IT Priorities - An Operating Model for Data Stewardship and Busines...
PDF
Information Governance Strategy Powerpoint Presentation Slides
PPTX
The Analytics COE positioning your business analytics program for success
PPT
Population Health Colloquium 2015: Mini Summit IV: Who is Your Champion of Cl...
PPTX
The Path to Data and Analytics Modernization
PDF
Five Attributes to a Successful Big Data Strategy
PDF
Business Analytics Competency centre: A strategic Differentiator
PPTX
Hadoop 2015: what we larned -Think Big, A Teradata Company
PDF
Learn How ProHealth Care is Innovating Population Health Management with Clin...
PDF
Pentaho Healthcare Solutions
PDF
Erfolgreicher agieren mit Analytics_Markus Barmettler_IBM Symposium 2013
PPTX
Forging an Analytics Center of Excellence
PPTX
Learn How Memorial Hermann is Using Microsoft Dynamics CRM for Customer Engag...
PDF
Building Rules for Data Governance
PPT
How to Leverage Increased Data Granularity in the ICD-10 Code Set
DOC
CURRICULUM_VITAE_OF_LEEMA_HOWARD_MPHUTHI[1]
PPTX
Drive Compliance and Profit with Oracle Healthcare Analytics
IBM Watson Content Analytics: Discover Hidden Value in Your Unstructured Data
Revolution In Data Governance - Transforming the customer experience
Sabre: Mastering a strong foundation for operational excellence and enhanced ...
Competing IT Priorities - An Operating Model for Data Stewardship and Busines...
Information Governance Strategy Powerpoint Presentation Slides
The Analytics COE positioning your business analytics program for success
Population Health Colloquium 2015: Mini Summit IV: Who is Your Champion of Cl...
The Path to Data and Analytics Modernization
Five Attributes to a Successful Big Data Strategy
Business Analytics Competency centre: A strategic Differentiator
Hadoop 2015: what we larned -Think Big, A Teradata Company
Learn How ProHealth Care is Innovating Population Health Management with Clin...
Pentaho Healthcare Solutions
Erfolgreicher agieren mit Analytics_Markus Barmettler_IBM Symposium 2013
Forging an Analytics Center of Excellence
Learn How Memorial Hermann is Using Microsoft Dynamics CRM for Customer Engag...
Building Rules for Data Governance
How to Leverage Increased Data Granularity in the ICD-10 Code Set
CURRICULUM_VITAE_OF_LEEMA_HOWARD_MPHUTHI[1]
Drive Compliance and Profit with Oracle Healthcare Analytics
Ad

Similar to The Value of Data (20)

PDF
Ensuring data quality
PDF
The art of depositing social science data: maximising quality and ensuring go...
PPTX
RDAP14: University-wide Research Data Management Policy
PPT
Disciplinary dimensions of digital curation: introduction and synthesis
PDF
Laying the Foundation: Establishing an institutional RDM Support Service for ...
PPTX
Data Management for librarians
PPTX
Educause 2015 RDM Maturity
PPTX
RDC Xinjie Cui - Data Interoperability_II
PPTX
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
PPTX
Applying a User-Centered Design Approach to Improve Data Use in Decision Making
PPT
PDF
Engaging with students and researchers: the case of the social sciences
PPTX
Creating a Data Management Plan
PPTX
From Data Sharing to Data Stewardship
PDF
Curlew Research Brussels 2014 Electronic Data & Knowledge Management
PPTX
Teaching Data Science to Undergraduate Students
PPT
Building research data management services at the University of Edinburgh: a ...
PPTX
Data as a Library Aquisition
PDF
How metadata drives data sharing; UK Data Archive
PPTX
Grampian safe haven, research data network
Ensuring data quality
The art of depositing social science data: maximising quality and ensuring go...
RDAP14: University-wide Research Data Management Policy
Disciplinary dimensions of digital curation: introduction and synthesis
Laying the Foundation: Establishing an institutional RDM Support Service for ...
Data Management for librarians
Educause 2015 RDM Maturity
RDC Xinjie Cui - Data Interoperability_II
NISO Virtual Conference Scientific Data Management: Caring for Your Instituti...
Applying a User-Centered Design Approach to Improve Data Use in Decision Making
Engaging with students and researchers: the case of the social sciences
Creating a Data Management Plan
From Data Sharing to Data Stewardship
Curlew Research Brussels 2014 Electronic Data & Knowledge Management
Teaching Data Science to Undergraduate Students
Building research data management services at the University of Edinburgh: a ...
Data as a Library Aquisition
How metadata drives data sharing; UK Data Archive
Grampian safe haven, research data network
Ad

More from CGIAR Research Program on Dryland Systems (20)

PDF
Impact of Different Levels of Supplemental Irrigation on Olive Productivity
PDF
Response of Mature Olive Trees - Switching from Conventional to Drip irrigation
PDF
Achievements and Key Findings (Syria)
PDF
Policies: Land Consolidation and Fragmentation
PDF
System Vulnerability Analysis
PDF
Geoinformatics Application: Integrated Agro-ecosystem Research in Jordan
PDF
Data management, Analysis, and Sharing
PDF
Data Management: Geo-informatics
PPTX
Overview: Information Management at ICARDA
PPTX
Open Access as a Means to Produce High Quality Data
PPT
Where do we currently stand at ICARDA?
PPTX
Contextual relevance and implementation in Jordan
PPTX
Yazbek crp ds - icarda - ncare technical meeting - 21-22 sept 2014
PPT
Nadira and Dina final gender ds presentation ncare meeting and planning of 2...
PPTX
Improving livestock production in Jordan
PPTX
Mudabber crp ds soil conservation
PPTX
Achievements managing agro-pastoral rangelands-final by Mounir Louhaichi
PPTX
Jordan morocco sept by Hichem Bn SAlem2014
PPTX
Introducing and disseminating forage and grain based CA systems in Jordan
Impact of Different Levels of Supplemental Irrigation on Olive Productivity
Response of Mature Olive Trees - Switching from Conventional to Drip irrigation
Achievements and Key Findings (Syria)
Policies: Land Consolidation and Fragmentation
System Vulnerability Analysis
Geoinformatics Application: Integrated Agro-ecosystem Research in Jordan
Data management, Analysis, and Sharing
Data Management: Geo-informatics
Overview: Information Management at ICARDA
Open Access as a Means to Produce High Quality Data
Where do we currently stand at ICARDA?
Contextual relevance and implementation in Jordan
Yazbek crp ds - icarda - ncare technical meeting - 21-22 sept 2014
Nadira and Dina final gender ds presentation ncare meeting and planning of 2...
Improving livestock production in Jordan
Mudabber crp ds soil conservation
Achievements managing agro-pastoral rangelands-final by Mounir Louhaichi
Jordan morocco sept by Hichem Bn SAlem2014
Introducing and disseminating forage and grain based CA systems in Jordan

Recently uploaded (20)

DOCX
Double Membrane Roofs for Biogas Tanks Securely store produced biogas.docx
PPTX
Biodiversity of nature in environmental studies.pptx
PPTX
Biodiversity PPT by Gaithanlung Gonmei.pptx
PPTX
Importance of good air quality and different pollutants.
DOCX
Double Membrane Roofs for Bio CNG Plants Stores biogas.docx
PPTX
the solar system janDNsdnfanscssfsaaansf
PPTX
Climate_Change_Renewable_and_Energy.pptx
PPTX
EME Aerospace.pptx basics of mechanical engineering
DOCX
Double Membrane Roofs for Digester Tank Wastewater Treatment Integral to biog...
PPTX
Corporate Social Responsibility & Governance
PPTX
Definition, Causes And Effects Of Greenhouse.pptx
PPTX
Untitled 1.pptxhhhhhhjjjbbbbb bikinis sis son ka s
PPTX
Science and Society 011111111111111111111
DOCX
Double Membrane Roofs for Biomethane Storage Holds upgraded biomethane fuel.docx
PDF
FMM Slides For OSH Management Requirement
PDF
2025-08-23 Composting at Home 101 without voucher link and video.pdf
DOCX
Double Membrane Roofs for Agricultural Waste Biogas Digesters Turns various f...
PDF
Lesson_1_Readings.pdfjjjjjjjjjjjjjjjjjjjjjjjjjjjjj
PPTX
he document discusses solid waste management. It defines different types of s...
PPTX
Pollution, it's Types and Impacts on Global context.pptx
Double Membrane Roofs for Biogas Tanks Securely store produced biogas.docx
Biodiversity of nature in environmental studies.pptx
Biodiversity PPT by Gaithanlung Gonmei.pptx
Importance of good air quality and different pollutants.
Double Membrane Roofs for Bio CNG Plants Stores biogas.docx
the solar system janDNsdnfanscssfsaaansf
Climate_Change_Renewable_and_Energy.pptx
EME Aerospace.pptx basics of mechanical engineering
Double Membrane Roofs for Digester Tank Wastewater Treatment Integral to biog...
Corporate Social Responsibility & Governance
Definition, Causes And Effects Of Greenhouse.pptx
Untitled 1.pptxhhhhhhjjjbbbbb bikinis sis son ka s
Science and Society 011111111111111111111
Double Membrane Roofs for Biomethane Storage Holds upgraded biomethane fuel.docx
FMM Slides For OSH Management Requirement
2025-08-23 Composting at Home 101 without voucher link and video.pdf
Double Membrane Roofs for Agricultural Waste Biogas Digesters Turns various f...
Lesson_1_Readings.pdfjjjjjjjjjjjjjjjjjjjjjjjjjjjjj
he document discusses solid waste management. It defines different types of s...
Pollution, it's Types and Impacts on Global context.pptx

The Value of Data

  • 1. The value of data Carlos Barahona Statistical Services Centre, University of Reading, UK
  • 2. Open Data Policies • We are moving in the direction of change • IT is ready and changing fast • CG ODP is in place • but I believe it is a working hypothesis and will evolve • Incentives, skills and resources requireed are probably underestimated • But we also need a change in culture
  • 5. Risks and challenges • Re-value the data • Use accumulated data • How to provide data • Compliance and supervision • Data Standards • Data depositories • Incentives • Support • Confidentiality • Completeness • Long term management
  • 6. An initial proposal for training resources • What is Data Quality? • Role of scientists and research methods support in relation to Data Quality • The value of data: Design-Collect-Assess-Build-Share • Elements of sampling • Good Data Collection • Using paper • Using electronic devices • Checking consistency of data • Metadata • Data archiving • What is research with a Systems Approach • Options by Context – an emerging framework for research
  • 7. What capacities/skills do we (scientists/ research methods support/institutions) need to develop to: • Comply with CG Open Data Policy • Take advantage of the Open Data Policy, i.e. what can it do for me?
  • 8. Resources • Do you have any suggestions for • Additions • Remove some items • Contents of some of the topics