Measuring the impact of ICT for development

Size: px
Start display at page:

Download "Measuring the impact of ICT for development"

Transcription

1 Measuring the impact of ICT for development CSTD Inter-sessional Panel, Theme 1 16 December 2010, Geneva Sheridan Roberts, consultant to UNCTAD sheridanroberts@infosocietystats.com

2 This presentation will cover Why measuring the impact of ICT for development is important and why it is difficult The complexity of ICT impacts The role of the Partnership on Measuring ICT for Development Measurement approaches Empirical evidence for the impacts of ICT Issues for consideration

3 Why measuring the impact of ICT for development is important Arguably, ICT has the potential to directly and indirectly change the lives of much of the world s population how individuals live, learn, work and interact processes of business and government the quality of the natural and built environment poverty alleviation via direct and indirect effects. The Tunis Commitment from the second phase of WSIS expressed a strong belief in the benefits that ICT can bring to humanity and linked them to fulfilment of the MDGs.

4 Why measuring the impact of ICT for development is important From the 10 WSIS targets, important impact areas can be inferred ICT access for poor and rural communities ICT in education ICT networks in health availability of e-government services electronic access to information and knowledge. Comparable and reliable ICT statistics are required for designing, implementing, monitoring and evaluating ICT policies. Measures of ICT impact are possibly the most important but also the most challenging.

5 Why measuring the impact of ICT is difficult Any impact is hard to measure even with an obvious relationship between variables, causality can rarely be proven. The impact of ICT is even more difficult to measure because there is a variety of ICTs and they have different impacts in a variety of contexts indirect impacts of ICT as a general purpose technology. What do we mean by impact? There are qualitative and quantitative differences between macro-level and micro-level impacts, direct and indirect impacts, short and long term impacts etc.

6 Why measuring the impact of ICT is difficult It is not possible to categorise most impacts as simply social, economic or environmental there is a complex web of relationships. There are important but varying roles of context factors such as level of ICT infrastructure, human capital, government regulation, e-government. Lack of data and data collection infrastructure. In an international context, there are extra challenges in achieving comparable measures across countries.

7 Existing ICT infrastructure Government ICT policy & regulation, e-government Level of education, skills, income Economy economic performance poverty alleviation Society employment privacy & security health individuals & communities innovation & research education citizen participation Environment

8 The Partnership on Measuring ICT for Development The Partnership was formed after the Geneva phase of WSIS to further international evaluation and benchmarking. Its members are 11 international organisations (8 UN including UNCTAD; plus Eurostat, OECD and the World Bank). Partnership members are involved in various activities directed towards achieving internationally comparable and reliable ICT statistics, including developing and maintaining a core list of ICT indicators compiling and disseminating ICT data providing technical assistance to developing countries through manuals and workshops.

9 Role of the Partnership in measuring the impact of ICT The Tunis Agenda specifically noted the Partnership and its role in the measurement of ICT impact. To date, the Partnership has not developed either ICT impact indicators nor measurement methodologies that reflects the difficulties involved in such tasks. However, the Partnership has established a Task Group on Impacts, led by the OECD. Its objective is to give an overview of the economic and social impacts of ICTs, how these impacts can be measured and what the data requirements are and to provide countries with a set of statistical and analytical tools to carry out their own assessment of ICT impact. Its terms of reference recognise both economic and noneconomic impacts and a variety of methodologies and data sources.

10 Measurement Analytical techniques Can be performed at the macro-economic, sectoral and micro-economic (firm) level econometric modelling using regression, growth accounting and input-output analysis. The usual objective of an ICT impact analysis is to examine the relationship between ICT and productivity, economic growth or employment ICT includes the ICT sector and ICT demand. Strengths include objectivity, use of existing data. Main weaknesses are model assumptions and dependence on the reliability and availability of input data.

11 Measurement Statistical surveys Can be a direct source of data on ICT impacts; inputs to other studies e.g. analytical. Surveys cover households, individuals, businesses, other entities e.g. government organisations. Strengths strong international statistical infrastructure reliability of output is reasonably subject to control data can be cross-classified by various characteristics perceptions questions provide data on causal links. Weaknesses Expensive to do properly perceptions questions lack objectivity.

12 Measurement Other main approaches Case studies source of much of the data on ICT impacts a wide range of approaches and data sources flexibility of scope but findings not generalisable. Panel studies longitudinal data, may be survey-based can provide good baseline data and account for time lags expensive and may suffer from unit attrition over time. Controlled experiments can show causality but difficult for complex topics. Use of administrative data some data e.g. trade readily available for many countries not usually designed for statistical purposes.

13 Empirical evidence for the impacts of ICT economic performance Increased economic performance provides potential for poverty alleviation. Macro-economic and sectoral impacts increase in size and productivity of ICT sector and related industries; appears to be the main source of benefit for developing countries ICT investment across the economy contributes to capital deepening and leads to increase in economic growth and labour productivity; there may be a critical mass limitation for many developing countries multi-factor productivity growth across the economy, via role of ICT in helping firms innovate and increase overall efficiency, there is also likely to be a critical mass limitation for many developing countries.

14 Austria France Contribution of ICT investment to GDP growth, percentage points % (1) Germany Italy Greece Ireland Finland Portugal Netherlands Spain New Zealand Japan Canada Belgium United Kingdom Denmark Sweden United States Australia Source: OECD

15 Empirical evidence economic performance Firm level studies most studies are for developed countries; they have generally found a positive relationship between use of ICT and labour productivity importance of complementary factors such as skills and organisational change impacts may be different for developing countries, with greater impact possible from less sophisticated ICTs, such as computers. Case study evidence especially on the benefits of mobile phones to small and micro businesses in developing countries.

16 Firm level study in Thailand A 2007 study by UNCTAD and the Thai National Statistical Office analysed the impact of ICT on labour productivity in urban manufacturing firms with 10 or more employees in Thailand. An econometric analysis, controlling for non-ict factors, showed that firms with a combined use of computers, the Internet and the Web had on average 21% higher sales per employee than firms without any of these ICTs. The ICT with the greatest single association with increased sales per employee was computers (14%).

17 Empirical evidence economic performance Various studies on the impact of broadband have found a relationship between broadband penetration and economic growth but broadband is not as available in developing countries therefore critical mass may be insufficient. There has been relatively little focus on negative economic impacts privacy and security impacts systems failures, data loss, disclosure of data loss of productivity through use of ICT in work time.

18 Empirical evidence employment ICT s role in the creation of employment and selfemployment opportunities for poverty alleviation direct impacts through growth of the ICT sector and ICTusing industries, especially telecommunications services for developing countries, ICT manufacturing and IT-enabled services for a small number of developing countries indirect impacts through multiplier effects. Case study evidence in developing countries indicates positive impact of ICT skills on employment prospects. Possible negative impacts through loss of employment as tasks are automated.

19 Empirical evidence education There is considerable policy interest in the benefits that ICT can bring to education however, impact studies show mixed results measurement is complicated. Potential benefits from ICT include tools for teaching and learning processes provision of skills needed in an information society improved attitudes/motivation to learning development of teachers technology skills increased access of the community to adult education and literacy.

20 Empirical evidence education Highly controlled and specific studies of the impact between ICT use and educational outcomes show positive (causal) impacts in certain conditions. PISA studies of performance of 15-year olds, coordinated by OECD and conducted triennially show positive impacts of ICT use in some conditions home use of computers but not necessarily use at school quality of ICT use (confidence, length of experience) more important than quantity other factors important capital (social, economic, cultural and technological).

21 Students use of ICT and average science scores, PISA Index of ICT Internet/entertainment use Index of ICT program/software use Bottom quarter Second quarter Third quarter Top quarter Source: OECD

22 Empirical evidence health Could expect positive impacts from use of electronic health records (EHR) telemedicine m-health (mobile health) ICT as enabling complex and networked medical equipment Internet as a source of information. Evidence is generally from case studies and indicates positive impacts benefits to individuals in efficacy of health care, convenience cost-saving benefits to health systems interoperability (between EHR and other clinical and nonclinical systems) appears to be a prime driver of benefits WHO has plans to establish indicators for monitoring e-health and assessing the impact on health systems.

23 Empirical evidence citizen participation, individuals, communities ICT can facilitate democratic processes and increase participation by citizens by various means including facilitation by e-government. It is clear that ICT can change many aspects of individuals lives there are measurable intermediate impacts (e.g. Internet commerce, time spent using ICT) benefits may be greater for the poor and other disadvantaged. There are obvious negative as well as positive impacts e.g. on children, Internet fraud. Perceived impacts (positive and negative) on individuals as measured by household surveys. Case study evidence of impacts on communities e.g. information and communication, social capital.

24 Empirical evidence environment There are positive and negative links between ICT and the environment potential to improve efficiency of energy-using processes and equipment facilitation of dematerialization (e.g. teleworking) essential role in climate change monitoring and modelling, dissemination of information, and administration of carbon pollution reduction schemes BUT negative impacts of ICT from energy usage and greenhouse gas (GHG) emissions from ICT use, manufacturing and transport of ICT products pollution from disposal of e-waste. Some impacts from scientific measurement and modelling with inputs from a range of sources.

25 Contribution of ICT to GHGs Estimates from 2007 and 2008 indicate that the ICT sector and ICT products are currently responsible for about 2% of global GHG emissions. High growth in ICT penetration and increases in processing power indicate that this contribution will grow further.

26 Issues for consideration prioritisation Given the range of ICT impacts and the fairly low availability of evidence on impacts, should the measurement of impact in certain areas be given higher priority than others in the years leading up to 2015? This question may be considered in conjunction with considerations of feasible and affordable data collection work.

27 Issues for consideration what can be done to extend indicators of ICT impact? Given the importance of relevant and internationally comparable data for impact studies, what can governments, development partners and international organisations especially those that are members of the Partnership do to extend ICT impact indicators? Examples may include setting statistical standards, accelerating the building of capacity for the production of relevant statistics and allocating sufficient funds to undertake surveys.

28 Issues for consideration policy imperatives What types of impact studies are the most useful, for example: extend macro-economic analysis to developing countries using methodologies applied by the OECD extend the measurement of firm level impacts to more developing countries consider the use of perceptions questions on surveys of business and household use of ICT extend the PISA programme to more developing countries to shed light on the impact of ICT on learning outcomes of 15-year olds attempt to standardise and extend case studies and controlled experiments.

29 Issues for consideration policy awareness raising What can be done to raise awareness among different stakeholders about the need for the measurement of impact of ICT? How can the CSTD contribute?

MEASURING THE IMPACT OF ICT FOR DEVELOPMENT

MEASURING THE IMPACT OF ICT FOR DEVELOPMENT Commission on Science and Technology for Development CSTD 2010-2011 inter-sessional panel 15-17 December 2010 Geneva Issues Paper on MEASURING THE IMPACT OF ICT FOR DEVELOPMENT NOT TO BE CITED Prepared

More information

Measuring the Impacts of Information and Communication Technology for Development

Measuring the Impacts of Information and Communication Technology for Development U n i t e d N a t i o n s C o n f e r e n c e o n T r a d e a n d D e v e l o p m e n t Measuring the Impacts of Information and Communication Technology for Development U N C T A D C u r r e n t S t u

More information

INTERNATIONAL COMPARISONS OF PART-TIME WORK

INTERNATIONAL COMPARISONS OF PART-TIME WORK OECD Economic Studies No. 29, 1997/II INTERNATIONAL COMPARISONS OF PART-TIME WORK Georges Lemaitre, Pascal Marianna and Alois van Bastelaer TABLE OF CONTENTS Introduction... 140 International definitions

More information

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT 2 OECD RECOMMENDATION OF THE COUNCIL ON THE PROTECTION OF CRITICAL INFORMATION INFRASTRUCTURES ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT The OECD is a unique forum where the governments of

More information

COOPERATION IN EUROPE

COOPERATION IN EUROPE UNIVERSITET 1. MARTS 2013 COOPERATION IN EUROPE - IN GERMAN AND NORDIC HIGHER EDUCATION HAMBURG, JUNE 18, 2013 RECTOR LAURITZ B. HOLM-NIELSEN præsen TATION AGENDA 1. Goal: Innovation Union a competitive

More information

The impact of the National Broadband Plan on jobs: a quantification framework

The impact of the National Broadband Plan on jobs: a quantification framework The impact of the National Broadband Plan on jobs: a quantification framework Dr. Raúl L. Katz, Adjunct Professor, Division of Finance and Economics, and Director, Business Strategy Research, Columbia

More information

What Is the Total Public Spending on Education?

What Is the Total Public Spending on Education? What Is the Total Public Spending on Education? Indicator On average, OECD countries devote 12.9% of total public expenditure to, but values for individual countries range from less than 10% in the Czech

More information

PRINCIPLES FOR EVALUATION OF DEVELOPMENT ASSISTANCE

PRINCIPLES FOR EVALUATION OF DEVELOPMENT ASSISTANCE PRINCIPLES FOR EVALUATION OF DEVELOPMENT ASSISTANCE DEVELOPMENT ASSISTANCE COMMITTEE PARIS, 1991 DAC Principles for Evaluation of Development Assistance Development Assistance Committee Abstract: The following

More information

Finland must take a leap towards new innovations

Finland must take a leap towards new innovations Finland must take a leap towards new innovations Innovation Policy Guidelines up to 2015 Summary Finland must take a leap towards new innovations Innovation Policy Guidelines up to 2015 Summary 3 Foreword

More information

Expenditure on Health Care in the UK: A Review of the Issues

Expenditure on Health Care in the UK: A Review of the Issues Expenditure on Health Care in the UK: A Review of the Issues Carol Propper Department of Economics and CMPO, University of Bristol NIERC 25 April 2001 1 Expenditure on health care in the UK: The facts

More information

Health Care in Crisis

Health Care in Crisis Health Care in Crisis The Economic Imperative for Health Care Reform James Kvaal and Ben Furnas February 19, 2009 1 Center for American Progress Health Care in Crisis U.S. spends twice as much per capita

More information

Early Childhood Education and Care

Early Childhood Education and Care Early Childhood Education and Care Participation in education by three- and four-year-olds tends now to be high, though coverage is a third or less of the age group in several OECD countries. Early childhood

More information

Preventing fraud and corruption in public procurement

Preventing fraud and corruption in public procurement Preventing fraud and corruption in public procurement CRIM, European Parliament 24 September 2012 Brussels János Bertók Head of division Public Sector Integrity OECD Data on trends in procurement Size

More information

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT 2 OECD RECOMMENDATION OF THE COUNCIL FOR ENHANCED ACCESS AND MORE EFFECTIVE USE OF PUBLIC SECTOR INFORMATION ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT The OECD is a unique forum where the

More information

What if BAU would come true?

What if BAU would come true? What if BAU would come true? Scanning transport CO 2 emissions in the EU Petri Tapio & Jyrki Luukkanen Finland Futures Research Centre The approach Introduction of general trends on EU15 level GDP Transport

More information

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools (OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools SPOTLIGHT REPORT: NETHERLANDS www.oecd.org/edu/equity This spotlight report draws upon the OECD report Equity

More information

What Proportion of National Wealth Is Spent on Education?

What Proportion of National Wealth Is Spent on Education? Indicator What Proportion of National Wealth Is Spent on Education? In 2008, OECD countries spent 6.1% of their collective GDP on al institutions and this proportion exceeds 7.0% in Chile, Denmark, Iceland,

More information

MAPPING THE IMPLEMENTATION OF POLICY FOR INCLUSIVE EDUCATION

MAPPING THE IMPLEMENTATION OF POLICY FOR INCLUSIVE EDUCATION MAPPING THE IMPLEMENTATION OF POLICY FOR INCLUSIVE EDUCATION MAPPING THE IMPLEMENTATION OF POLICY FOR INCLUSIVE EDUCATION (MIPIE) An exploration of challenges and opportunities for developing indicators

More information

relating to household s disposable income. A Gini Coefficient of zero indicates

relating to household s disposable income. A Gini Coefficient of zero indicates Gini Coefficient The Gini Coefficient is a measure of income inequality which is based on data relating to household s disposable income. A Gini Coefficient of zero indicates perfect income equality, whereas

More information

ICT MICRODATA LINKING PROJECTS. Brian Ring Central Statistics Office

ICT MICRODATA LINKING PROJECTS. Brian Ring Central Statistics Office ICT MICRODATA LINKING PROJECTS Brian Ring Central Statistics Office Some CSO Background CSO runs annual survey of enterprises and households integration work to date has focussed on data from enterprises

More information

41 T Korea, Rep. 52.3. 42 T Netherlands 51.4. 43 T Japan 51.1. 44 E Bulgaria 51.1. 45 T Argentina 50.8. 46 T Czech Republic 50.4. 47 T Greece 50.

41 T Korea, Rep. 52.3. 42 T Netherlands 51.4. 43 T Japan 51.1. 44 E Bulgaria 51.1. 45 T Argentina 50.8. 46 T Czech Republic 50.4. 47 T Greece 50. Overall Results Climate Change Performance Index 2012 Table 1 Rank Country Score** Partial Score Tendency Trend Level Policy 1* Rank Country Score** Partial Score Tendency Trend Level Policy 21 - Egypt***

More information

Trends in Digitally-Enabled Trade in Services. by Maria Borga and Jennifer Koncz-Bruner

Trends in Digitally-Enabled Trade in Services. by Maria Borga and Jennifer Koncz-Bruner Trends in Digitally-Enabled Trade in Services by Maria Borga and Jennifer Koncz-Bruner Digitally-enabled are those for which digital information and communications technologies (ICT) play an important

More information

Renewing Finland through skills. Forum Criteriorum Helsinki 29 September 2015 State Secretary Olli-Pekka Heinonen

Renewing Finland through skills. Forum Criteriorum Helsinki 29 September 2015 State Secretary Olli-Pekka Heinonen Renewing Finland through skills Forum Criteriorum Helsinki 29 September 2015 State Secretary Olli-Pekka Heinonen Our greatest strength: human resources Global Innovation Index 2015 Human capital and research

More information

Comprehensive emissions per capita for industrialised countries

Comprehensive emissions per capita for industrialised countries THE AUSTRALIA INSTITUTE Comprehensive emissions per capita for industrialised countries Hal Turton and Clive Hamilton The Australia Institute September 2001 the Parties included in Annex I shall implement

More information

ON OECD I-O DATABASE AND ITS EXTENSION TO INTER-COUNTRY INTER- INDUSTRY ANALYSIS " Norihiko YAMANO"

ON OECD I-O DATABASE AND ITS EXTENSION TO INTER-COUNTRY INTER- INDUSTRY ANALYSIS  Norihiko YAMANO ON OECD I-O DATABASE AND ITS EXTENSION TO INTER-COUNTRY INTER- INDUSTRY ANALYSIS " Norihiko YAMANO" OECD Directorate for Science Technology and Industry" " 1 February 2012" INTERNATIONAL WORKSHOP ON FRONTIERS

More information

A new ranking of the world s most innovative countries: Notes on methodology. An Economist Intelligence Unit report Sponsored by Cisco

A new ranking of the world s most innovative countries: Notes on methodology. An Economist Intelligence Unit report Sponsored by Cisco A new ranking of the world s An Economist Intelligence Unit report Sponsored by Cisco Economist Intelligence Unit Limited 2009 A new ranking of the world s Preface In April 2009, the Economist Intelligence

More information

TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS. Paulo Magina Public Sector Integrity Division

TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS. Paulo Magina Public Sector Integrity Division TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS Paulo Magina Public Sector Integrity Division 10 th Public Procurement Knowledge Exchange Platform Istanbul, May 2014 The Organization for Economic

More information

Country note China. More than 255 million people in OECD and G20 countries have now attained tertiary education (Table A1.3a).

Country note China. More than 255 million people in OECD and G20 countries have now attained tertiary education (Table A1.3a). Education at a Glance 2011 OECD Indicators DOI: http://dx.doi.org/10.1787/eag-2011-en OECD 2011 Under embargo until 13 September, at 11:00 Paris time Education at a Glance 2011 Country note China Questions

More information

Hong Kong s Health Spending 1989 to 2033

Hong Kong s Health Spending 1989 to 2033 Hong Kong s Health Spending 1989 to 2033 Gabriel M Leung School of Public Health The University of Hong Kong What are Domestic Health Accounts? Methodology used to determine a territory s health expenditure

More information

Insurance corporations and pension funds in OECD countries

Insurance corporations and pension funds in OECD countries Insurance corporations and pension funds in OECD countries Massimo COLETTA (Bank of Italy) Belén ZINNI (OECD) UNECE, Expert Group on National Accounts, Geneva - 3 May 2012 Outline Motivations Insurance

More information

Central and Eastern Europe Information Society Benchmarks

Central and Eastern Europe Information Society Benchmarks Central and Eastern Europe Survey Results Objective 2 Investing in People and Skills September 2004 2.A EUROPEAN YOUTH INTO THE DIGITAL AGE 2.A.1 Number of computers per 100 pupils in primary/secondary/tertiary

More information

Health and welfare Humanities and arts Social sciences, bussiness and law. Ireland. Portugal. Denmark. Spain. New Zealand. Argentina 1.

Health and welfare Humanities and arts Social sciences, bussiness and law. Ireland. Portugal. Denmark. Spain. New Zealand. Argentina 1. Indicator to Which fields of education are students attracted? Women represent the majority of students and graduates in almost all OECD countries and largely dominate in the fields of education, health

More information

STRONGER BY DEGREES. Making Kentucky

STRONGER BY DEGREES. Making Kentucky Making Kentucky STRONGER BY DEGREES 3rd Annual NKU Faculty Professional Development Conference Presentation by Robert L. King, President Kentucky Council on Postsecondary Education A global war for good

More information

October 30, 2014. How IT, Including the Cloud and IOT, Can Drive Canadian Economic Growth. Dr. Robert D. Atkinson, President, ITIF.

October 30, 2014. How IT, Including the Cloud and IOT, Can Drive Canadian Economic Growth. Dr. Robert D. Atkinson, President, ITIF. October 30, 2014 How IT, Including the Cloud and IOT, Can Drive Canadian Economic Growth Dr. Robert D. Atkinson, President, ITIF @RobAtkinsonITIF The Information Technology and Innovation Foundation is

More information

International comparisons of obesity prevalence

International comparisons of obesity prevalence International comparisons of obesity prevalence June 2009 International Comparisons of Obesity Prevalence Executive Summary Obesity prevalence among adults and children has been increasing in most developed

More information

Highlights and Achievements

Highlights and Achievements Forum on Tax Administration Highlights and Achievements 2013-2014 This report highlights the main developments and summarises the related activities carried out in the period May 2013 to October 2014 in

More information

How many students study abroad and where do they go?

How many students study abroad and where do they go? From: Education at a Glance 2012 Highlights Access the complete publication at: http://dx.doi.org/10.1787/eag_highlights-2012-en How many students study abroad and where do they go? Please cite this chapter

More information

RIA: Benefits and Application

RIA: Benefits and Application RIA: Benefits and Application Scott Jacobs Managing Director, Jacobs and Associates WORKSHOP ON GOOD REGULATORY PRACTICE WTO, Geneva 18-19 MARCH 2008 1 The Golden Age of Regulation Regulation is a normal

More information

Fact sheet: The Kyoto Protocol

Fact sheet: The Kyoto Protocol Fact sheet: The Kyoto Protocol The Kyoto Protocol was adopted at the third Conference of the Parties to the UNFCCC (COP 3) in Kyoto, Japan, on 11 December 1997. The Protocol shares the objective and institutions

More information

What Happens During Recessions, Crunches, and Busts?

What Happens During Recessions, Crunches, and Busts? 9TH JACQUES POLAK ANNUAL RESEARCH CONFERENCE NOVEMBER 13-14, 2008 What Happens During Recessions, Crunches, and Busts? Stijn Claessens International Monetary Fund and Ayhan Kose International Monetary

More information

Higher education institutions as places to integrate individual lifelong learning strategies

Higher education institutions as places to integrate individual lifelong learning strategies Higher education institutions as places to integrate individual lifelong learning strategies Andrzej Krasniewski Warsaw University of Technology Bologna Expert QUALIFICATIONS FRAMEWORKS AS INSTRUMENTS

More information

OECD Council Recommendation on Principles for Internet Policy Making. 13 December 2011

OECD Council Recommendation on Principles for Internet Policy Making. 13 December 2011 OECD Council Recommendation on Principles for Internet Policy Making 13 December 2011 ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT The OECD is a unique forum where governments work together to

More information

Overview of the OECD work on transfer pricing

Overview of the OECD work on transfer pricing Overview of the OECD work on transfer pricing Written contribution to the Conference Alternative Methods of Taxation of Multinationals (13-14 June 2012, Helsinki, Finland) by Marlies de Ruiter, Head of

More information

Foreign Taxes Paid and Foreign Source Income INTECH Global Income Managed Volatility Fund

Foreign Taxes Paid and Foreign Source Income INTECH Global Income Managed Volatility Fund Income INTECH Global Income Managed Volatility Fund Australia 0.0066 0.0375 Austria 0.0045 0.0014 Belgium 0.0461 0.0138 Bermuda 0.0000 0.0059 Canada 0.0919 0.0275 Cayman Islands 0.0000 0.0044 China 0.0000

More information

PUBLIC & PRIVATE HEALTH CARE IN CANADA

PUBLIC & PRIVATE HEALTH CARE IN CANADA PUBLIC & PRIVATE HEALTH CARE IN CANADA by Norma Kozhaya, Ph.D. Economist, Montreal Economic Institute before the Canadian Pension & Benefits Institute Winnipeg - June 15, 2007 Possible private contribution

More information

The U.S Health Care Paradox: How Spending More is Getting Us Less

The U.S Health Care Paradox: How Spending More is Getting Us Less The U.S Health Care Paradox: How Spending More is Getting Us Less Elizabeth H. Bradley Yale School of Public Health Lauren A. Taylor Harvard Divinity School 1 The paradox Then there's the problem of rising

More information

RENEWABLE ENERGY IN AUSTRALIA

RENEWABLE ENERGY IN AUSTRALIA RENEWABLE ENERGY IN AUSTRALIA Increasing electricity generation from renewable energy sources is one of the main strategies to reduce greenhouse emissions from the power sector. Australia has historically

More information

Do good environmental management systems lead to good environmental performance?

Do good environmental management systems lead to good environmental performance? Research briefing October 2005 Do good environmental management systems lead to good environmental performance? Stephanie Maier/ Kelly Vanstone Inside What are environmental management systems?... 2 Measuring

More information

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools (OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools SPOTLIGHT REPORT: AUSTRIA www.oecd.org/edu/equity This spotlight report draws upon the OECD report Equity and

More information

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools

(OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools (OECD, 2012) Equity and Quality in Education: Supporting Disadvantaged Students and Schools SPOTLIGHT REPORT: SPAIN www.oecd.org/edu/equity This spotlight report draws upon the OECD report Equity and Quality

More information

Includ acc to all tabl and graphs in Excel TM

Includ acc to all tabl and graphs in Excel TM 100 INDICATORS FOR THE WORLD'S LEADING ECONOMIES Includ acc to all tabl and graphs in Excel TM OECD Factbook 2006 Economic, Environmental and Social Statistics Population and migration Macroeconomic trends

More information

Expenditure and Outputs in the Irish Health System: A Cross Country Comparison

Expenditure and Outputs in the Irish Health System: A Cross Country Comparison Expenditure and Outputs in the Irish Health System: A Cross Country Comparison Paul Redmond Overview This document analyzes expenditure and outputs in the Irish health system and compares Ireland to other

More information

Updated development of global greenhouse gas emissions 2013

Updated development of global greenhouse gas emissions 2013 Updated development of global greenhouse gas emissions 2013 Hans-Joachim Ziesing Low Carbon Markets and the Legacy of Nuclear Power 19 th REFORM Group Meeting, Schloss Leopoldskron, Salzburg September

More information

The 12 th ITU World Telecommunication / ICT Indicators Symposium (WTIS)

The 12 th ITU World Telecommunication / ICT Indicators Symposium (WTIS) TRAAC Paper No. 4/2015 The 12 th ITU World Telecommunication / ICT Indicators Symposium (WTIS) Telecommunications Regulatory Affairs Advisory Committee 21 April 2015 Purpose To brief Members about The

More information

Delegation in human resource management

Delegation in human resource management From: Government at a Glance 2009 Access the complete publication at: http://dx.doi.org/10.1787/9789264075061-en Delegation in human resource management Please cite this chapter as: OECD (2009), Delegation

More information

OECD. Indicators of Education Systems

OECD. Indicators of Education Systems OECD Indicators of Education Systems Message from the OECD Secretary-General The challenges faced by 21st century economies and societies are daunting: addressing the human and social consequences of an

More information

How does Internet Usage Change in Turkey? An Assessment on Internet Users

How does Internet Usage Change in Turkey? An Assessment on Internet Users How does Internet Usage Change in Turkey? An Assessment on Internet Users Ü. Barış Urhan Research Associate İrem Kızılca Research Associate TEPAV Evaluation Note February 2011 How does Internet Usage Change

More information

International good practices in data collection and comparison

International good practices in data collection and comparison International good practices in data collection and comparison Dr Tim Kelly Head, Strategy & Policy Unit, International Telecommunication Union (ITU) Workshop on benchmarking performance in network and

More information

Energy Efficiency Indicators for Public Electricity Production from Fossil Fuels

Energy Efficiency Indicators for Public Electricity Production from Fossil Fuels international energy agency agence internationale de l energie Energy Efficiency Indicators for Public Electricity Production from Fossil Fuels IEA Information paper In Support of the G8 Plan of Action

More information

Introduction. How do we measure innovation? The Oslo Manual and innovation surveys

Introduction. How do we measure innovation? The Oslo Manual and innovation surveys ISBN 978-92-64-05620-6 Innovation in Firms: A Microeconomic Perspective OECD 2009 Introduction How do we measure innovation? As the importance of innovation as a driver of economic and social change grows,

More information

2015 Country RepTrak The World s Most Reputable Countries

2015 Country RepTrak The World s Most Reputable Countries 2015 Country RepTrak The World s Most Reputable Countries July 2015 The World s View on Countries: An Online Study of the Reputation of 55 Countries RepTrak is a registered trademark of Reputation Institute.

More information

Boys outperform girls in mathematics by a larger margin than they did in PISA 2003.

Boys outperform girls in mathematics by a larger margin than they did in PISA 2003. SPAIN Key findings Spain s performance in mathematics, reading and science remains anchored just below the OECD average, despite a 35% increase in spending on education since 2003 and numerous reform efforts

More information

Waiting times and other barriers to health care access

Waiting times and other barriers to health care access Dr. Frank Niehaus Wissenschaftliches Institut der PKV (Scientific Research Institute of the Association of German Private Health Insurers) Waiting times and other barriers to health care access 31.8 %

More information

the indicator development process

the indicator development process Part Two Part Two: the indicator development process the indicator development process Part Two: the indicator development process Key elements of the indicator development process Define strategic directions

More information

PUBLIC VS. PRIVATE HEALTH CARE IN CANADA. Norma Kozhaya, Ph.D Economist, Montreal economic Institute CPBI, Winnipeg June 15, 2007

PUBLIC VS. PRIVATE HEALTH CARE IN CANADA. Norma Kozhaya, Ph.D Economist, Montreal economic Institute CPBI, Winnipeg June 15, 2007 PUBLIC VS. PRIVATE HEALTH CARE IN CANADA Norma Kozhaya, Ph.D Economist, Montreal economic Institute CPBI, Winnipeg June 15, 2007 Possible private contribution Possible private contribution in the health

More information

Health Care Systems: An International Comparison. Strategic Policy and Research Intergovernmental Affairs May 2001

Health Care Systems: An International Comparison. Strategic Policy and Research Intergovernmental Affairs May 2001 Health Care Systems: An International Comparison Strategic Policy and Research Intergovernmental Affairs May 21 1 Most industrialized countries have established hybrid systems in which the public sector,

More information

On What Resources and Services Is Education Funding Spent?

On What Resources and Services Is Education Funding Spent? Indicator On What Resources and Services Is Education Funding Spent? In primary, secondary and post-secondary non-tertiary education combined, current accounts for an average of 92% of total spending in

More information

PISA FOR SCHOOLS. How is my school comparing internationally? Andreas Schleicher Director for Education and Skills OECD. Madrid, September 22 nd

PISA FOR SCHOOLS. How is my school comparing internationally? Andreas Schleicher Director for Education and Skills OECD. Madrid, September 22 nd PISA FOR SCHOOLS How is my school comparing internationally? Andreas Schleicher Director for Education and Skills OECD Madrid, September 22 nd PISA in brief Over half a million students representing 28

More information

AGREEMENT ON AN INTERNATIONAL ENERGY PROGRAM. (As amended 30 November 2007)

AGREEMENT ON AN INTERNATIONAL ENERGY PROGRAM. (As amended 30 November 2007) AGREEMENT ON AN INTERNATIONAL ENERGY PROGRAM (As amended 0 November 2007) AGREEMENT ON AN INTERNATIONAL ENERGY PROGRAM (As amended 0 November 2007) TABLE OF CONTENTS PREAMBLE Article 1... 6 Chapter I EMERGENCY

More information

How Much Time Do Teachers Spend Teaching?

How Much Time Do Teachers Spend Teaching? How Much Time Do Teachers Spend Teaching? The number of teaching hours in public schools averages 779 hours per year in primary, 71 in lower secondary and 656 in upper secondary. The average teaching time

More information

Schools of the Future initiative in California

Schools of the Future initiative in California ISSN 2072-7925 Schools of the Future initiative in California CELE Exchange 2011/7 OECD 2011 Schools of the Future initiative in California By Kathleen Moore, California Department of Education, California,

More information

OECD PROGRAMME FOR INTERNATIONAL STUDENT ASSESSMENT (PISA) Sixth meeting of the Board of Participating Countries 1-3 March 1999, Tokyo

OECD PROGRAMME FOR INTERNATIONAL STUDENT ASSESSMENT (PISA) Sixth meeting of the Board of Participating Countries 1-3 March 1999, Tokyo OECD PROGRAMME FOR INTERNATIONAL STUDENT ASSESSMENT (PISA) Sixth meeting of the Board of Participating Countries 1-3 March 1999, Tokyo SUMMARY OF MAIN OUTCOMES Introduction 1. The sixth meeting of the

More information

Among the 34 OECD countries, Belgium performed above the OECD average in each of

Among the 34 OECD countries, Belgium performed above the OECD average in each of BELGIUM ***Note- Some results for Belgium published today (3 December 2013) in the PISA 2012 international reports are in need of revision due to a technical error. An erratum is available from the PISA

More information

Size and Development of the Shadow Economy of 31 European and 5 other OECD Countries from 2003 to 2015: Different Developments

Size and Development of the Shadow Economy of 31 European and 5 other OECD Countries from 2003 to 2015: Different Developments January 20, 2015 ShadEcEurope31_January2015.doc Size and Development of the Shadow Economy of 31 European and 5 other OECD Countries from 2003 to 2015: Different Developments by Friedrich Schneider *)

More information

Fluoride and Dental Health in Europe

Fluoride and Dental Health in Europe Fluoride and Dental Health in Europe Dental Health in Europe - A Problem for Disadvataged Groups Report of an EU-funded Conference A conference of dental and public health experts drawn from every Member

More information

Is Medicare sustainable? and, Is this question helpful or not?

Is Medicare sustainable? and, Is this question helpful or not? Is Medicare sustainable? and, Is this question helpful or not? Stephen Duckett AHHA Roundtable 30 th Anniversary of Medicare Canberra January 2014 Agenda Policy memes Some facts about costs and health

More information

Executive summary. Global Wage Report 2014 / 15 Wages and income inequality

Executive summary. Global Wage Report 2014 / 15 Wages and income inequality Executive summary Global Wage Report 2014 / 15 Wages and income inequality Global Wage Report 2014/15 Wages and income inequality Executive summary INTERNATIONAL LABOUR OFFICE GENEVA Copyright International

More information

Testing Theories of Policy-Making: Educational Funding MICAH MCFADDEN

Testing Theories of Policy-Making: Educational Funding MICAH MCFADDEN MICAH MCFADDEN This paper was written for Dr.Tures Politics of Developed Systems course. Policy-making is an essential part of every government. Each government must enact policies based on their own philosophies,

More information

A review of university facilities in Turkey*

A review of university facilities in Turkey* ISSN 2072-7925 A review of university facilities in Turkey CELE Exchange 2011/6 OECD 2011 A review of university facilities in Turkey* By Selcen Altınsoy, State Planning Organisation, Turkey As a result

More information

Six greenhouse gases covered by the United Nations Framework Convention on Climate Change (UNFCCC) and its Kyoto Protocol are:

Six greenhouse gases covered by the United Nations Framework Convention on Climate Change (UNFCCC) and its Kyoto Protocol are: Fact sheet: The need for mitigation United Nations Framework Convention on Climate Change Along with adaptation, mitigation is one of the two central approaches in the international climate change process.

More information

The value of accredited certification

The value of accredited certification Certified Once Accepted Everywhere The value of accredited certification Survey Report Published May 212 In 21/11, the IAF carried out a global survey to capture market feedback on the value of certification.

More information

Monitoring the Quality of School Buildings in Belgium s Flemish Community

Monitoring the Quality of School Buildings in Belgium s Flemish Community ISSN 2072-7925 Monitoring the Quality of School Buildings in Belgium s Flemish Community CELE Exchange 2009/8 OECD 2009 Monitoring the Quality of School Buildings in Belgium s Flemish Community By Geert

More information

OECD review of the secondary school modernisation programme in Portugal

OECD review of the secondary school modernisation programme in Portugal ISSN 2072-7925 OECD review of the secondary school modernisation programme in Portugal CELE Exchange 2010/1 OECD 2010 OECD review of the secondary school modernisation programme in Portugal By Alastair

More information

Working Group on Public Communication of Nuclear Regulatory Organisations

Working Group on Public Communication of Nuclear Regulatory Organisations Unclassified NEA/SEN/NRA/WGPC(2006)4 NEA/SEN/NRA/WGPC(2006)4 Unclassified Organisation de Coopération et de Développement Economiques Organisation for Economic Co-operation and Development 06-Jul-2006

More information

Benchmarking Broadband. New Zealand s path to generating global broadband envy

Benchmarking Broadband. New Zealand s path to generating global broadband envy Benchmarking Broadband New Zealand s path to generating global broadband envy September 2013 New Zealand s broadband story Fast broadband availability has increased significantly We are a broadband growth

More information

EUROPE 2020 TARGET: TERTIARY EDUCATION ATTAINMENT

EUROPE 2020 TARGET: TERTIARY EDUCATION ATTAINMENT EUROPE 2020 TARGET: TERTIARY EDUCATION ATTAINMENT Low tertiary or equivalent education attainment levels create skills bottlenecks in knowledgeintensive economic sectors and hamper productivity, innovation

More information

USAGE OF METRICS AND ANALYTICS IN EMEA MOVING UP THE MATURITY CURVE

USAGE OF METRICS AND ANALYTICS IN EMEA MOVING UP THE MATURITY CURVE USAGE OF METRICS AND ANALYTICS IN EMEA MOVING UP THE MATURITY CURVE USAGE OF METRICS AND ANALYTICS IN EMEA MOVING UP THE MATURITY CURVE When we asked business executives about the importance of human capital

More information

State of the Israeli Technology Industry and the Future. Dr. Orna Berry Venture Partner, Gemini Israel Funds

State of the Israeli Technology Industry and the Future. Dr. Orna Berry Venture Partner, Gemini Israel Funds State of the Israeli Technology Industry and the Future Dr. Orna Berry Venture Partner, Gemini Israel Funds 2002 ICT GDP - NIS 33 billion 17% of business sector GDP. OECD highest - compared to 10-11% in

More information

Executive Summary In light of the i2010 initiative, the Commission has adopted initiatives to further develop the Single European Information Space a Single Market for the Information Society. However,

More information

Managing Supply Chain Impacts

Managing Supply Chain Impacts Managing Supply Chain Impacts Increasing shareholder, public and media scrutiny means that any irregular or irresponsible practices within an organisation's supply chain can permanently damage an organisation's

More information

The world in 2015. MDGs 2000-2015: ICT revolution and remaining gaps 2000 2015*

The world in 2015. MDGs 2000-2015: ICT revolution and remaining gaps 2000 2015* ICT Facts Figures & The world in 215 This year governments are making their final assessment of the UN Millennium Development Goals (MDGs), which global leaders agreed upon in the year 2. Over the past

More information

Sustainable Solutions. Switch to future thinking

Sustainable Solutions. Switch to future thinking Switch to future thinking Increased global competition, rapid advances in technology, risks from natural disasters, resource shortages today s business leaders must adapt to operating in a changing world,

More information

FUSIONS Food waste data set for EU-28. New Estimates and Environmental Impact

FUSIONS Food waste data set for EU-28. New Estimates and Environmental Impact FUSIONS Food waste data set for EU-28 New Estimates and Environmental Impact 15 October 2015 Food waste is an issue of importance to global food security and good environmental governance, directly linked

More information

ACCESSIBLE INFORMATION PROVISION FOR LIFELONG LEARNING KEY POLICY MESSAGES

ACCESSIBLE INFORMATION PROVISION FOR LIFELONG LEARNING KEY POLICY MESSAGES ACCESSIBLE INFORMATION PROVISION FOR LIFELONG LEARNING KEY POLICY MESSAGES Introduction The purpose of this paper is to give an overview of the conclusions and recommendations of the European Agency for

More information

What Are the Incentives to Invest in Education?

What Are the Incentives to Invest in Education? Indicator What Are the Incentives to Invest in Education? On average across 25 OECD countries, the total return (net present value), both private and public, to a man who successfully completes upper secondary

More information

Technology and Writing Assessment: Lessons Learned from the US National Assessment of Educational Progress 1

Technology and Writing Assessment: Lessons Learned from the US National Assessment of Educational Progress 1 Technology and Writing Assessment: Lessons Learned from the US National Assessment of Educational Progress 1 Randy Elliot Bennett Educational Testing Service Princeton, NJ 08541 rbennett@ets.org 1 This

More information

Proposal from the Philippines for amendments to the Kyoto Protocol

Proposal from the Philippines for amendments to the Kyoto Protocol UNITED NATIONS Distr. GENERAL FCCC/KP/CMP/2009/5 12 June 2009 Original: ENGLISH CONFERENCE OF THE PARTIES SERVING AS THE MEETING OF THE PARTIES TO THE KYOTO PROTOCOL Fifth session Copenhagen, 7 18 December

More information

Results, 1st Quarter 2016. Patient Engagement. www.himss.eu/analytics. HIMSS Analytics ehealth TRENDBAROMETER Q1/2016

Results, 1st Quarter 2016. Patient Engagement. www.himss.eu/analytics. HIMSS Analytics ehealth TRENDBAROMETER Q1/2016 Results, 1st Quarter 2016 Patient Engagement www.himss.eu/analytics 1 TABLE OF CONTENT HIMSS Analytics Who we are page 3 Survey overview page 4 Results Overall page 9 Formal strategy page 10 Tools provided

More information

2012 Country RepTrak Topline Report

2012 Country RepTrak Topline Report 2012 Country RepTrak Topline Report The World s View on Countries: An Online Study of the Reputation of 50 Countries RepTrak is a registered trademark of Reputation Institute. Global Reputation Knowledge

More information