GREEN GROWTH & SUSTAINABLE DEVELOPMENT FORUM
INNOVATION MEASUREMENTAND LEARNING
Measuring Green Economy Progress (GEP):
The role of green innovation
Paris
December 15, 2015
José Pineda
Adjunct Professor
Sauder School of Business, UBC
Senior Consultant, UNEP-ETB
Presentation Outline
1. Context: Inclusive Green Economy
• The role of green innovation
2. Measuring progress towards a Green Economy
• Purpose, definition and methodology
• Methodology: thresholds & targets
• Indicators: selection criteria
3. Green Economy Progress index: results
• Aggregate analysis
• By regions, development groups
4. Key messages
• Knowledge gaps and future work
1. Inclusive Green Economy
• On the aggregate supply side, an inclusive green economy promotes
the creation or enablement of a new generation of capital: natural
capital, clean physical capital, human capital with modern and green
skills, social capital that ensures equity and inclusiveness.
• New capital serve as inputs to produce environmentally friendly goods
and services (EFGS), to be absorbed by aggregate demand.
• Consumption: EFGS will be “used” by the private and public sector.
• Investment: some EFGS will be used as intermediary inputs to further
production or substitute environmentally harmful inputs.
• Trade: trade of EFGS induces innovation, productivity gains and
creates jobs, while lowering negative impact of trade on the
environment.
• Green innovation (improvements to products, processes,
organizational/management and marketing structures) is critical to do the
transition towards an IGE
2. Measuring progress towards a Green Economy:
Purpose
1. Measuring progress on green economy
‐ Assess progress and what is needed to move forward
‐ Refine GE strategies for maximum effectiveness
2. Measuring progress in achieving national priorities
‐ Accommodates to countries’ level of development
‐ GEP complemented with country-specific indicators
3. Measuring progress towards the SDGs
‐ SDG 8 and Green Economy are closely linked.
‐ GEP different but complementary tool to monitor SDGs
progress (indicators and methodology)
2. Methodology: Narrative
• Progress: movement in the “right” direction
• Notice: we have “goods” and “bads”
• More green innovation, green trade and resource efficiency
• Less social inequalities
• Less environmental pollution
• Weighting: changes relative to certain objective
(target) given initial conditions
• Change is relative to a target (ambition), which is
adjusted to each relevant comparison group
• Progress achieved within boundaries (threshold)
• Weight changes with initial condition relative to threshold
• Re-weighting to guarantee cross country/cross indicator
comparisons
2. Methodology: “goods”
• “Good”: 𝑔𝑒𝑝 for indicator 𝑖 is given by:
𝑔𝑒𝑝𝑖 =
𝑡
𝑦𝑖𝑜
∙
𝑑𝑦𝑖
𝑧
• 𝑧: target, t: threshold, 𝑦𝑖0: indicator 𝑖 in 2000 (initial
condition), and 𝑑𝑦𝑖: change between 2000 and 2010
• “Good”: target 𝑧 > 0 (𝑑𝑦 to be at least of size 𝑧)
and 𝑦𝑖0 above t
• Hence, with 𝑑𝑦𝑖 positive, weight on
𝑑𝑦 𝑖
𝑧
will be:
• Larger the smaller 𝑦𝑖0 (worst initial conditions)
• Larger the larger 𝑡 (more stringent threshold)
2. Methodology: “bads”
• “Bad”: target 𝑧 < 0
𝑔𝑒𝑝𝑖 =
𝑦𝑖𝑜
𝑡
∙
𝑑𝑦𝑖
𝑧
• “Bad”: target 𝑧 < 0 (𝑑𝑦 to decrease at least of
size 𝑧) and 𝑦𝑖0 below t
• Hence, with
𝑑𝑦 𝑖
𝑧
positive (both decreasing), its
weight will be :
• Larger the larger 𝑦𝑖𝑜 (worst initial conditions)
• Larger the smaller 𝑡 (more stringent threshold)
2. targets and thresholds
• Targets: Ambitious but feasible (according to
countries characteristics)
• Proportion of country’s initial condition.
• Varies by HDI group (top 10% best performers by group)
• Thresholds: mix data and research driven
• Goods (bads): value of 25th (75th) percentile of distribution
in 2000
• Environment: air pollution (WHO), material footprint per
capita (Stefan Bringezu, 2015), protected areas (Aichi
Biodiversity Targets)
2. Methodology of the Green Economy
Progress (GEP) index
Composite index that includes 11 indicators: green trade,
green innovation, renewable energy sources, energy use,
Palma ratio, access to basic services, air pollution, material
footprint, protected areas
• Coupled with a dashboard of indicators (long-term sustainability)
Selection criteria for indicators:
• Integration:
• Simultaneously capturing outcomes in several dimensions
• Availability:
• Universal and comprehensive country and time coverage. Time
period: 2000-2014
• Transparency and comparability:
• Publically accessible through international organizations
3. Results: 54 (of 89) countries have a positive GEP
• Protected areas, access to basic services, energy use and pollution are the
indicators were most progress occurred
• Material footprint is the indicator were most regress occurred (63 out of 86)
• Regress is also shown in green innovation (24 out of 45)
Few developing countries with progress on green innovation
• (5 out of 21) Mexico, Colombia, Peru , China and Bulgaria
Note: 1) Middle Eastern States; 2) East Asia and the Pacific; 3) Europe and Central Asia; 4) Latin America and the Caribbean; 5)
South Asia; 6) Sub-Saharan Africa; and 7) All countries with HDI very high (HDI>0.8) that do not belong to any of these regions.
-.5
0
.5
1
1.5
1 2 3 4 5 6 7
Regions: 1:AS 2:EAP 3:ECA 4:LAC 5:SA 6:SSA 7:DEV
gep for green patents, by regions
4. Key Messages
• GEP useful framework for monitoring progress
• Takes into account countries’ characteristics, targets and thresholds
• There has been progress on green economy since 2000
• Of 89 countries, 54 (61%) have a positive GEP
• Not enough progress GE opportunities (innovation and trade)
• Important measurement gaps:
• Limited data availability on green innovation. Poor coverage of developing
countries (Sub-saharan Africa and South Asia)
• Measurement beyond patents is even more limited
• Continuing work on the GEP index:
• Pulishing the methodology and the set of indicators
• Country specific applications
GREEN GROWTH & SUSTAINABLE DEVELOPMENT FORUM
INNOVATION MEASUREMENTAND LEARNING
Measuring Green Economy Progress (GEP):
The role of green innovation
Paris
December 15, 2015
José Pineda
Adjunct Professor
Sauder School of Business, UBC
Senior Consultant, UNEP-ETB

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Parallel Session C - Presentation by José Pineda

  • 1. GREEN GROWTH & SUSTAINABLE DEVELOPMENT FORUM INNOVATION MEASUREMENTAND LEARNING Measuring Green Economy Progress (GEP): The role of green innovation Paris December 15, 2015 José Pineda Adjunct Professor Sauder School of Business, UBC Senior Consultant, UNEP-ETB
  • 2. Presentation Outline 1. Context: Inclusive Green Economy • The role of green innovation 2. Measuring progress towards a Green Economy • Purpose, definition and methodology • Methodology: thresholds & targets • Indicators: selection criteria 3. Green Economy Progress index: results • Aggregate analysis • By regions, development groups 4. Key messages • Knowledge gaps and future work
  • 3. 1. Inclusive Green Economy • On the aggregate supply side, an inclusive green economy promotes the creation or enablement of a new generation of capital: natural capital, clean physical capital, human capital with modern and green skills, social capital that ensures equity and inclusiveness. • New capital serve as inputs to produce environmentally friendly goods and services (EFGS), to be absorbed by aggregate demand. • Consumption: EFGS will be “used” by the private and public sector. • Investment: some EFGS will be used as intermediary inputs to further production or substitute environmentally harmful inputs. • Trade: trade of EFGS induces innovation, productivity gains and creates jobs, while lowering negative impact of trade on the environment. • Green innovation (improvements to products, processes, organizational/management and marketing structures) is critical to do the transition towards an IGE
  • 4. 2. Measuring progress towards a Green Economy: Purpose 1. Measuring progress on green economy ‐ Assess progress and what is needed to move forward ‐ Refine GE strategies for maximum effectiveness 2. Measuring progress in achieving national priorities ‐ Accommodates to countries’ level of development ‐ GEP complemented with country-specific indicators 3. Measuring progress towards the SDGs ‐ SDG 8 and Green Economy are closely linked. ‐ GEP different but complementary tool to monitor SDGs progress (indicators and methodology)
  • 5. 2. Methodology: Narrative • Progress: movement in the “right” direction • Notice: we have “goods” and “bads” • More green innovation, green trade and resource efficiency • Less social inequalities • Less environmental pollution • Weighting: changes relative to certain objective (target) given initial conditions • Change is relative to a target (ambition), which is adjusted to each relevant comparison group • Progress achieved within boundaries (threshold) • Weight changes with initial condition relative to threshold • Re-weighting to guarantee cross country/cross indicator comparisons
  • 6. 2. Methodology: “goods” • “Good”: 𝑔𝑒𝑝 for indicator 𝑖 is given by: 𝑔𝑒𝑝𝑖 = 𝑡 𝑦𝑖𝑜 ∙ 𝑑𝑦𝑖 𝑧 • 𝑧: target, t: threshold, 𝑦𝑖0: indicator 𝑖 in 2000 (initial condition), and 𝑑𝑦𝑖: change between 2000 and 2010 • “Good”: target 𝑧 > 0 (𝑑𝑦 to be at least of size 𝑧) and 𝑦𝑖0 above t • Hence, with 𝑑𝑦𝑖 positive, weight on 𝑑𝑦 𝑖 𝑧 will be: • Larger the smaller 𝑦𝑖0 (worst initial conditions) • Larger the larger 𝑡 (more stringent threshold)
  • 7. 2. Methodology: “bads” • “Bad”: target 𝑧 < 0 𝑔𝑒𝑝𝑖 = 𝑦𝑖𝑜 𝑡 ∙ 𝑑𝑦𝑖 𝑧 • “Bad”: target 𝑧 < 0 (𝑑𝑦 to decrease at least of size 𝑧) and 𝑦𝑖0 below t • Hence, with 𝑑𝑦 𝑖 𝑧 positive (both decreasing), its weight will be : • Larger the larger 𝑦𝑖𝑜 (worst initial conditions) • Larger the smaller 𝑡 (more stringent threshold)
  • 8. 2. targets and thresholds • Targets: Ambitious but feasible (according to countries characteristics) • Proportion of country’s initial condition. • Varies by HDI group (top 10% best performers by group) • Thresholds: mix data and research driven • Goods (bads): value of 25th (75th) percentile of distribution in 2000 • Environment: air pollution (WHO), material footprint per capita (Stefan Bringezu, 2015), protected areas (Aichi Biodiversity Targets)
  • 9. 2. Methodology of the Green Economy Progress (GEP) index Composite index that includes 11 indicators: green trade, green innovation, renewable energy sources, energy use, Palma ratio, access to basic services, air pollution, material footprint, protected areas • Coupled with a dashboard of indicators (long-term sustainability) Selection criteria for indicators: • Integration: • Simultaneously capturing outcomes in several dimensions • Availability: • Universal and comprehensive country and time coverage. Time period: 2000-2014 • Transparency and comparability: • Publically accessible through international organizations
  • 10. 3. Results: 54 (of 89) countries have a positive GEP • Protected areas, access to basic services, energy use and pollution are the indicators were most progress occurred • Material footprint is the indicator were most regress occurred (63 out of 86) • Regress is also shown in green innovation (24 out of 45)
  • 11. Few developing countries with progress on green innovation • (5 out of 21) Mexico, Colombia, Peru , China and Bulgaria Note: 1) Middle Eastern States; 2) East Asia and the Pacific; 3) Europe and Central Asia; 4) Latin America and the Caribbean; 5) South Asia; 6) Sub-Saharan Africa; and 7) All countries with HDI very high (HDI>0.8) that do not belong to any of these regions. -.5 0 .5 1 1.5 1 2 3 4 5 6 7 Regions: 1:AS 2:EAP 3:ECA 4:LAC 5:SA 6:SSA 7:DEV gep for green patents, by regions
  • 12. 4. Key Messages • GEP useful framework for monitoring progress • Takes into account countries’ characteristics, targets and thresholds • There has been progress on green economy since 2000 • Of 89 countries, 54 (61%) have a positive GEP • Not enough progress GE opportunities (innovation and trade) • Important measurement gaps: • Limited data availability on green innovation. Poor coverage of developing countries (Sub-saharan Africa and South Asia) • Measurement beyond patents is even more limited • Continuing work on the GEP index: • Pulishing the methodology and the set of indicators • Country specific applications
  • 13. GREEN GROWTH & SUSTAINABLE DEVELOPMENT FORUM INNOVATION MEASUREMENTAND LEARNING Measuring Green Economy Progress (GEP): The role of green innovation Paris December 15, 2015 José Pineda Adjunct Professor Sauder School of Business, UBC Senior Consultant, UNEP-ETB

Editor's Notes

  • #10: Green innovation: Patent publications in environmental technology (% of total patents) 61 countries from WIPO