Capability Matrix For Open Data 
Fatemeh Ahmadi 
Adegboyega Ojo 
Oct 07, 2014, Amsterdam PRO-VE Conference 6-8 Oct, 2014
Data 
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Data 
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Open Data 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Data 
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Open Data Ecosystem 
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Open Data results from opening up and sharing of non-sensitive information in machine-readable format with businesses and the general public 
Open Data 
Utilize Open Data 
Business of any size 
Open Data Business 
Open Data-Driven Business 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Data underpins businesses and the economy, and thus key in providing new insights into consumer needs and enabling new products and services to be developed 
Therefore, we witness a growing number of Open Data SMEs/businesses seeking to tap into the shared resources and to uniquely position themselves through specialization in the landscape to create and capture value for their stakeholders 
To creating and capturing value, Open Data business managers are required to employ emerging set of capabilities to catalyze positive change in the business 
These capabilities enable a business to achieve specific purpose or output 
Open Data for Business 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Data and Business Capability 
Open Data 
Capabilities 
Business 
Creating Value 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
There are no scholarly studies available that 
•gather Open Data capabilities, 
•map capabilities to Open Data value chain 
•and provide sophisticated tool for businesses to describe, design, challenge, invent and pivot Open Data business capabilities 
Moreover… 
Understanding, using, and representing a set of Open Data capabilities for Open Data businesses is challenging for many management teams 
Problem 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problems 
We address these problems by 
•Providing Open Data businesses with an Open Data Capability Matrix as a tool to specify and develop Open Data capabilities for (virtual) organization needs 
1.General Capability and Capability types 
2.Open Government Data Value Chain (PSI) 
3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
4.Aligning Open Data Capability Areas to PSI Value Chain 
5.Deconstruction of Open Data Capabilities (Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problem 1 
1.General Capability and Capability types 
2.Open Government Data Value Chain (PSI) 
3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
4.Aligning Open Data Capability Areas to PSI Value Chain 
5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
General Business Capability 
Value Capabilities: Set of capabilities required for creating/adding value to the product or offering. 
•Competences: Complexity of the context within which an individual can operate. 
•Business Process: Collection of related and structure activities that produce specific service 
•Organization: The way people and systems work together in an organization 
• IT Infrastructure: Technological foundation of Computer, Communications and Data. This includes hardware, software, telecommunication, sensors and etc. 
•Technological: Knowledge embedded in a product or process on doing practical things 
•Management: Process of controlling things and people 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problem 2 
1.General Capability and Capability types 
2.Open Government Data Value Chain (PSI) 
3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
4.Aligning Open Data Capability Areas to PSI Value Chain 
5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Government Data Value Chain 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problem 3 
1.General Capability and Capability types 
2.Open Government Data Value Chain (PSI) 
3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
4.Aligning Open Data Capability Areas to PSI Value Chain 
5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Data Value Capability Areas 
1.Data Generation 
2.Data Processing 
3.Data Storage and Computing Facilities 
4.Data Retrieval 
5.Data Release 
6.Publishing Solution 
7.Providing Access to Data and APIs 
8.Data Usage 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problem 4 
1.General Capability and Capability types 
1.Open Government Data Value Chain (PSI) 
1.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
1.Aligning Open Data Capability Areas to PSI Value Chain 
1.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Aligning Open Data Capability Areas to PSI Value Chain 
Open Data Value Capabilities 
PSI Value Chain 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Aligning Open Data Capability Areas to PSI Value Chain 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Addressing the Problem 5 
1.General Capability and Capability types 
2.Open Government Data Value Chain (PSI) 
3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 
4.Aligning Open Data Capability Areas to PSI Value Chain 
5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Data Capability Matrix Main Components 
General Business Capability Types 
PSI Value Chain 
Open Data Value Capabilities 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Open Data Capability Matrix 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Capability Matrix 
The deconstruction of Open Data capabilities is a matrix of strategic management and value chain analysis for Open Data businesses 
It captures all capabilities an Open Data business require – from generating data to final use and re-use of data - for creating and capturing value from OD 
It is a strategic tool for Open Data businesses of any size to exercise and exploit for their business 
It allows Open Data business managers to identify what capabilities are valuable and necessary to the business they are running 
Open Data capabilities need to be specified based on business model. Different business may have different matrix however they can share competencies and resources 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Conclusion 
•Data is a rich resource that we need to foster a deep understanding of data in society 
Every 14 minutes, somewhere in the world, someone talks about Data 
Data is the new Oil (Jer Thorp 2012: Harward Business Review) 
•Data is created in vast quantities, every day. Many products and services are built 
•Capability matrix is a tool to support design of Open Data business capabilities 
•Capability Matrix can result emergence of Open Data business models 
•Capability Matrix can assist Open Data business managers to understand and describe how capabilities should be utilize and extended throughout the Open Data value chain 
•Each business may focus on building different products and services -> each business requires set of capabilities necessary to build the product and service 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
•Capability Matrix benefits collaborative data sharing network (data-centric collaboration) which is emerged to share large and diverse data with businesses and general public – Open Data Capability Matrix is data resource for other businesses to build capabilities 
•Open Data collaborative business network can benefit from the Capability Matrix by sharing capabilities 
•Sharing capabilities result emergence of new Open Data businesses and new products and services 
•Emergence of new Open Data business will result in building new capabilities that can be shared in the network 
Conclusion 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
•Case study is performed with number of Open Data Businesses in IRELAND 
•We received many very positive feedback from cases 
•We developed the Matrix based on feedback we received 
•Future Research: 
We will develop Open Data Capability Matrix targeting at Competitive and Innovative/Dynamic Capabilities 
Ongoing and Further Research 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Sample Use Case 
xPRESO Co.: 
Xpreso is an open data business which is a start up company based in Dublin, Ireland with a focus on communication platform which connects courier drivers with parcel recipients in real-time. 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014
Value Chain Phases 
Open Data Capability Areas 
Data Generation 
Data Collection, Aggregation and Processing 
Data Distribution and 
Delivery 
Final data Use 
Generating Data 
Data Processing 
Data storage 
& Computing Facilities 
Data 
Release 
Providing Access to Data & APIs 
Publishing Solution 
Data 
Retrieval 
Data 
Usage 
General Business Capabilities 
Individual/ 
Competences 
Business 
Process 
Organization 
IT Infrastructure 
Technological Infrastructure 
Management/ 
Governance 
Open Data Capability Framework 
Developed Model 
Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
Thank You **Acknowledgment** This work is financially supported by PaaSport Project (FP7) PaaSport-project.eu 
Oct 07, 2014 Amsterdam 
PRO-VE Conference 6-8 Oct, 2014

Capability Matrix for Open Data Businesses

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    Capability Matrix ForOpen Data Fatemeh Ahmadi Adegboyega Ojo Oct 07, 2014, Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Data Oct 07,2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Data Oct 07,2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data Oct07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Oct 07, 2014Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data Oct07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data Ecosystem Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data resultsfrom opening up and sharing of non-sensitive information in machine-readable format with businesses and the general public Open Data Utilize Open Data Business of any size Open Data Business Open Data-Driven Business Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 16.
    Data underpins businessesand the economy, and thus key in providing new insights into consumer needs and enabling new products and services to be developed Therefore, we witness a growing number of Open Data SMEs/businesses seeking to tap into the shared resources and to uniquely position themselves through specialization in the landscape to create and capture value for their stakeholders To creating and capturing value, Open Data business managers are required to employ emerging set of capabilities to catalyze positive change in the business These capabilities enable a business to achieve specific purpose or output Open Data for Business Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data andBusiness Capability Open Data Capabilities Business Creating Value Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    There are noscholarly studies available that •gather Open Data capabilities, •map capabilities to Open Data value chain •and provide sophisticated tool for businesses to describe, design, challenge, invent and pivot Open Data business capabilities Moreover… Understanding, using, and representing a set of Open Data capabilities for Open Data businesses is challenging for many management teams Problem Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 19.
    Addressing the Problems We address these problems by •Providing Open Data businesses with an Open Data Capability Matrix as a tool to specify and develop Open Data capabilities for (virtual) organization needs 1.General Capability and Capability types 2.Open Government Data Value Chain (PSI) 3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 4.Aligning Open Data Capability Areas to PSI Value Chain 5.Deconstruction of Open Data Capabilities (Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 20.
    Addressing the Problem1 1.General Capability and Capability types 2.Open Government Data Value Chain (PSI) 3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 4.Aligning Open Data Capability Areas to PSI Value Chain 5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 21.
    General Business Capability Value Capabilities: Set of capabilities required for creating/adding value to the product or offering. •Competences: Complexity of the context within which an individual can operate. •Business Process: Collection of related and structure activities that produce specific service •Organization: The way people and systems work together in an organization • IT Infrastructure: Technological foundation of Computer, Communications and Data. This includes hardware, software, telecommunication, sensors and etc. •Technological: Knowledge embedded in a product or process on doing practical things •Management: Process of controlling things and people Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 22.
    Addressing the Problem2 1.General Capability and Capability types 2.Open Government Data Value Chain (PSI) 3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 4.Aligning Open Data Capability Areas to PSI Value Chain 5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Government DataValue Chain Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Addressing the Problem3 1.General Capability and Capability types 2.Open Government Data Value Chain (PSI) 3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 4.Aligning Open Data Capability Areas to PSI Value Chain 5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 25.
    Open Data ValueCapability Areas 1.Data Generation 2.Data Processing 3.Data Storage and Computing Facilities 4.Data Retrieval 5.Data Release 6.Publishing Solution 7.Providing Access to Data and APIs 8.Data Usage Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 26.
    Addressing the Problem4 1.General Capability and Capability types 1.Open Government Data Value Chain (PSI) 1.Identifying Open Data Value Capability Areas and Capabilities associated with each type 1.Aligning Open Data Capability Areas to PSI Value Chain 1.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Aligning Open DataCapability Areas to PSI Value Chain Open Data Value Capabilities PSI Value Chain Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Aligning Open DataCapability Areas to PSI Value Chain Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Addressing the Problem5 1.General Capability and Capability types 2.Open Government Data Value Chain (PSI) 3.Identifying Open Data Value Capability Areas and Capabilities associated with each type 4.Aligning Open Data Capability Areas to PSI Value Chain 5.Deconstruction of Open Data Capabilities (Construct Open Data Capability Matrix) Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data CapabilityMatrix Main Components General Business Capability Types PSI Value Chain Open Data Value Capabilities Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
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    Open Data CapabilityMatrix Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 32.
    Capability Matrix Thedeconstruction of Open Data capabilities is a matrix of strategic management and value chain analysis for Open Data businesses It captures all capabilities an Open Data business require – from generating data to final use and re-use of data - for creating and capturing value from OD It is a strategic tool for Open Data businesses of any size to exercise and exploit for their business It allows Open Data business managers to identify what capabilities are valuable and necessary to the business they are running Open Data capabilities need to be specified based on business model. Different business may have different matrix however they can share competencies and resources Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 33.
    Conclusion •Data isa rich resource that we need to foster a deep understanding of data in society Every 14 minutes, somewhere in the world, someone talks about Data Data is the new Oil (Jer Thorp 2012: Harward Business Review) •Data is created in vast quantities, every day. Many products and services are built •Capability matrix is a tool to support design of Open Data business capabilities •Capability Matrix can result emergence of Open Data business models •Capability Matrix can assist Open Data business managers to understand and describe how capabilities should be utilize and extended throughout the Open Data value chain •Each business may focus on building different products and services -> each business requires set of capabilities necessary to build the product and service Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 34.
    •Capability Matrix benefitscollaborative data sharing network (data-centric collaboration) which is emerged to share large and diverse data with businesses and general public – Open Data Capability Matrix is data resource for other businesses to build capabilities •Open Data collaborative business network can benefit from the Capability Matrix by sharing capabilities •Sharing capabilities result emergence of new Open Data businesses and new products and services •Emergence of new Open Data business will result in building new capabilities that can be shared in the network Conclusion Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 35.
    •Case study isperformed with number of Open Data Businesses in IRELAND •We received many very positive feedback from cases •We developed the Matrix based on feedback we received •Future Research: We will develop Open Data Capability Matrix targeting at Competitive and Innovative/Dynamic Capabilities Ongoing and Further Research Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 36.
    Sample Use Case xPRESO Co.: Xpreso is an open data business which is a start up company based in Dublin, Ireland with a focus on communication platform which connects courier drivers with parcel recipients in real-time. Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 37.
    Value Chain Phases Open Data Capability Areas Data Generation Data Collection, Aggregation and Processing Data Distribution and Delivery Final data Use Generating Data Data Processing Data storage & Computing Facilities Data Release Providing Access to Data & APIs Publishing Solution Data Retrieval Data Usage General Business Capabilities Individual/ Competences Business Process Organization IT Infrastructure Technological Infrastructure Management/ Governance Open Data Capability Framework Developed Model Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014
  • 38.
    Thank You **Acknowledgment**This work is financially supported by PaaSport Project (FP7) PaaSport-project.eu Oct 07, 2014 Amsterdam PRO-VE Conference 6-8 Oct, 2014