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Data for Development – 
A Bird’s Eye View 
Adegboyega Ojo 
Insight Centre for Data Analytics 
National University of Ireland, Galway (NUIG), Rep. of Ireland 
adegboyega.ojo@insight-centre.org 
Data for Development Tutorial - 
ICEGOV2014, Guimarães, Portugal , 27 – 30 October 2014
Agenda 
o Background 
o Exemplar Initiatives 
o Cases – Scotland and Portugal
Background- 
Global Data Ecosystem 1 
Global open data ecosystem is rapidly growing with over 390 
open data catalogues and portal now available [datacatalogs.org]
Background- 
Global Data Ecosystem 2 
Data technology and services are expected to grow worldwide 
to USD 16.9 billion in 2015 at a compound annual growth 
rate of 40% – about seven times that of the information and 
communications technology (ICT) market overall [EC Data Driven 
Economy Strategy 2014] 
The number of specialist big data staff working in larger firms 
will increase by more than 240% over the next five years in 
the UK alone [EC Data Driven Economy Strategy 2014] 
Significant opportunities for big data applications exists in a 
number of sectors in health, smart factories, agriculture, 
public administration, media [Big Project’s Sector requisite report, 2014]
Background- 
Global Data Ecosystem 3 
Economic Impact Potential of Open Data, Source: Mckinsey 
Global Institute Analysis
Development - 
Thoughts & Perspectives 
Three classical schools of thought on development (Kleine 
2009; Sein 2004): 
o Development as modernization or economic growth 
o Development as exploitation of poorer countries by richer or 
more developed through colonization or dependency 
o The development as expansion of assets and capabilities of 
the poor to participate in, negotiate with, influence, control 
and hold accountable the institutions that affect their lives” 
(Sen, 1984). 
The assets include material, financial, natural, geographical, 
human, psychological, informational, cultural and social 
resources (Kleine, 2009).
Development – 
A Simplified Model (Choice Framework) 
Agency is the capability to exploit resources to achieve goals. Choice is degree 
of empowerment @ 4levels - Existence, Awareness, Use, Achievement. 
Source: Adapted from Ojo, A., Janowski, T., & Awotwi, J. (2013). Enabling development through governance and mobile 
technology. Government Information Quarterly, 30, S32–S45. doi:10.1016/j.giq.2012.10.004
Data for Development - Perspectives 
Harnessing open data to achieve positive societal development 
outcomes. At least two clear strands of initiatives … 
o Adopting better data management and open innovation 
practices in core socio-economic sectors such as agriculture 
and health. Also includes developing data-driven applications 
and knowledge products for better public services 
o International development organizations such as the World 
Bank and United Nations agencies have launched major data 
initiatives to promote the use of Big, Open and Linked data 
in international development
Data for Development Model – 
A Simple Model 
Copyright © Adegboyega Ojo
Data for Development – 
Perspective 1 Example Definition 
Constructed from Orange’s D4D and OD4D Initiatives: 
o Using available Big, Open, Linked Data in novel ways to 
address socio-economic development questions and 
challenges related to well-being of the populace. 
o Harnessing the power of open data to achieve positive 
developmental outcomes (http://www.od4d.net/about.html)
Data for Development – 
Perspective 2 Open Innovation Initiative 
Exploiting mobile phone datasets including antenna-to-antenna 
traffic on hourly basis; individual trajectories for customers for two 
week time window with antenna location information, and 
communication graphs for customers; to address societal challenges
Data for Development – 
Perspective 2 Public Health Example 
Exploiting Call Record 
Data for epidemiological 
studies and tracking 
spread of diseases. 
Source: 
http://www.economist.com/news/le 
aders/21627623-mobile-phone-records- 
are-invaluable-tool-combat-ebola- 
they-should-be-made-available
Data for Development – 
Perspective 2 Governance Initiative 
“Follow the Money” Initiative in Nigeria to map and track government 
spends {http://followthemoneyng.org/]
Data for Development - 
Perspective 1 Sector Applications 
Source: Compiled by authors from “EC FP7 Big project Report on Sector Requisites
Data for Development – 
Perspective 2 Exemplar definition 
Definition by UN Global Pulse Primer on Big Data for Real-time 
awareness 2013: 
“Big Data for Development” is a concept that refers to 
the identification of sources of Big Data relevant to policy 
and planning of development programmes. It differs from 
both “traditional” development data and what the private 
sector and mainstream media call Big Data.”
Data for Development – 
Perspective 2 Example Initiative 
Source: unfpa.org 
analysing links 
between 
population 
phenomena and 
reproductive 
health, human 
rights, gender 
equality and 
poverty, among 
other issues.
Data for Development – 
Perspective 2 Example Initiative 
AGROVOC is a 
controlled vocabulary 
covering all areas of 
interest of the UN 
Food and Agriculture 
Organization (FAO) 
including food, 
nutrition, agriculture, 
fisheries, forestry, 
environment … 
Source: 
http://aims.fao.org/standards/agr 
ovoc/linked-open-data#. 
VE2qHTi2_4g
Data for Development – 
Perspective 3 Example Initiative 
AidData is a 
research and 
innovation lab that 
seeks to improve 
development 
outcomes by making 
development finance 
data more accessible 
and actionable… 
Source: http://aiddata.org/
Data for Development – 
Inter-regional Coop Initiative 
Open Data for Development Network: Collaborative research and 
practice efforts involving initiatives from South – Africa, Asia, Latin 
America and the Caribbean aiming to strengthen open data ecosystems 
in the respective regions [http://www.od4d.net/about.html].
Is D4D Sufficiently “Inclusive”? 
o Closer examination of existing initiatives shows that 
few initiatives directly engage citizens 
o How do we increase citizen direct participation in the 
D4D driven solutions? 
o Any role for crowdsourcing (or citizen sensing) and 
Human-Computer Interaction (e.g. effective 
interfaces for different citizen segments) here ? 
We will return to these issues shortly ….
Part 2 
Cases: Scotland & Portugal

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Data for Deveopment - A Bird's Eye View

  • 1. Data for Development – A Bird’s Eye View Adegboyega Ojo Insight Centre for Data Analytics National University of Ireland, Galway (NUIG), Rep. of Ireland adegboyega.ojo@insight-centre.org Data for Development Tutorial - ICEGOV2014, Guimarães, Portugal , 27 – 30 October 2014
  • 2. Agenda o Background o Exemplar Initiatives o Cases – Scotland and Portugal
  • 3. Background- Global Data Ecosystem 1 Global open data ecosystem is rapidly growing with over 390 open data catalogues and portal now available [datacatalogs.org]
  • 4. Background- Global Data Ecosystem 2 Data technology and services are expected to grow worldwide to USD 16.9 billion in 2015 at a compound annual growth rate of 40% – about seven times that of the information and communications technology (ICT) market overall [EC Data Driven Economy Strategy 2014] The number of specialist big data staff working in larger firms will increase by more than 240% over the next five years in the UK alone [EC Data Driven Economy Strategy 2014] Significant opportunities for big data applications exists in a number of sectors in health, smart factories, agriculture, public administration, media [Big Project’s Sector requisite report, 2014]
  • 5. Background- Global Data Ecosystem 3 Economic Impact Potential of Open Data, Source: Mckinsey Global Institute Analysis
  • 6. Development - Thoughts & Perspectives Three classical schools of thought on development (Kleine 2009; Sein 2004): o Development as modernization or economic growth o Development as exploitation of poorer countries by richer or more developed through colonization or dependency o The development as expansion of assets and capabilities of the poor to participate in, negotiate with, influence, control and hold accountable the institutions that affect their lives” (Sen, 1984). The assets include material, financial, natural, geographical, human, psychological, informational, cultural and social resources (Kleine, 2009).
  • 7. Development – A Simplified Model (Choice Framework) Agency is the capability to exploit resources to achieve goals. Choice is degree of empowerment @ 4levels - Existence, Awareness, Use, Achievement. Source: Adapted from Ojo, A., Janowski, T., & Awotwi, J. (2013). Enabling development through governance and mobile technology. Government Information Quarterly, 30, S32–S45. doi:10.1016/j.giq.2012.10.004
  • 8. Data for Development - Perspectives Harnessing open data to achieve positive societal development outcomes. At least two clear strands of initiatives … o Adopting better data management and open innovation practices in core socio-economic sectors such as agriculture and health. Also includes developing data-driven applications and knowledge products for better public services o International development organizations such as the World Bank and United Nations agencies have launched major data initiatives to promote the use of Big, Open and Linked data in international development
  • 9. Data for Development Model – A Simple Model Copyright © Adegboyega Ojo
  • 10. Data for Development – Perspective 1 Example Definition Constructed from Orange’s D4D and OD4D Initiatives: o Using available Big, Open, Linked Data in novel ways to address socio-economic development questions and challenges related to well-being of the populace. o Harnessing the power of open data to achieve positive developmental outcomes (http://www.od4d.net/about.html)
  • 11. Data for Development – Perspective 2 Open Innovation Initiative Exploiting mobile phone datasets including antenna-to-antenna traffic on hourly basis; individual trajectories for customers for two week time window with antenna location information, and communication graphs for customers; to address societal challenges
  • 12. Data for Development – Perspective 2 Public Health Example Exploiting Call Record Data for epidemiological studies and tracking spread of diseases. Source: http://www.economist.com/news/le aders/21627623-mobile-phone-records- are-invaluable-tool-combat-ebola- they-should-be-made-available
  • 13. Data for Development – Perspective 2 Governance Initiative “Follow the Money” Initiative in Nigeria to map and track government spends {http://followthemoneyng.org/]
  • 14. Data for Development - Perspective 1 Sector Applications Source: Compiled by authors from “EC FP7 Big project Report on Sector Requisites
  • 15. Data for Development – Perspective 2 Exemplar definition Definition by UN Global Pulse Primer on Big Data for Real-time awareness 2013: “Big Data for Development” is a concept that refers to the identification of sources of Big Data relevant to policy and planning of development programmes. It differs from both “traditional” development data and what the private sector and mainstream media call Big Data.”
  • 16. Data for Development – Perspective 2 Example Initiative Source: unfpa.org analysing links between population phenomena and reproductive health, human rights, gender equality and poverty, among other issues.
  • 17. Data for Development – Perspective 2 Example Initiative AGROVOC is a controlled vocabulary covering all areas of interest of the UN Food and Agriculture Organization (FAO) including food, nutrition, agriculture, fisheries, forestry, environment … Source: http://aims.fao.org/standards/agr ovoc/linked-open-data#. VE2qHTi2_4g
  • 18. Data for Development – Perspective 3 Example Initiative AidData is a research and innovation lab that seeks to improve development outcomes by making development finance data more accessible and actionable… Source: http://aiddata.org/
  • 19. Data for Development – Inter-regional Coop Initiative Open Data for Development Network: Collaborative research and practice efforts involving initiatives from South – Africa, Asia, Latin America and the Caribbean aiming to strengthen open data ecosystems in the respective regions [http://www.od4d.net/about.html].
  • 20. Is D4D Sufficiently “Inclusive”? o Closer examination of existing initiatives shows that few initiatives directly engage citizens o How do we increase citizen direct participation in the D4D driven solutions? o Any role for crowdsourcing (or citizen sensing) and Human-Computer Interaction (e.g. effective interfaces for different citizen segments) here ? We will return to these issues shortly ….
  • 21. Part 2 Cases: Scotland & Portugal