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Beyond-GDP in Africa: Innovative Ideas for a Regional Dashboard 
October 28, 2014 
Why it’s time to leave GDP behind 
Robert Costanza 
• Chair in Public Policy 
Crawford School of Public Policy 
Australian National University 
Canberra ACT 0200, Australia 
• Editor in Chief, Solutions (www.thesolutionsjournal.org)
Human influence on the earth system is now so large, that a new 
geologic epoch (the Anthropocene) has begun. We now live in a “Full 
World” 
Business as usual is not an option
PLANETARY BOUNDARIES: THERE 
ARE FUNDAMENTAL ECOLOGICAL 
CONSTRAINTS Rockström, J., et al. 2009. 
A safe operating space 
for humanity. Nature 
461:472-475 
Steffen, W., J. Rockström, 
and R. Costanza. 2011. 
How Defining Planetary 
Boundaries Can 
Transform Our 
Approach to Growth. 
Solutions. Vol 2, No. 3, 
May 2011
Fair distribution is essential to quality of life
Vision 
Tools & 
Analysis 
Practical 
Problem 
Solving 
How the world is 
How we 
would like it to 
be 
Implementation
“Empty World” Vision of the Economy 
Labor 
Land 
Economic 
Process 
Individual 
Utility/welfare 
Consumption 
Cultural 
Norms and 
Policy 
Building 
Education, 
Training, 
Improvement 
Investment 
Property rights 
Private Public 
Capital 
(Built) 
Research 
Goods 
and 
Services 
GDP
a country’s gross domestic product (GDP) measures 
“everything except that which makes life worthwhile”. 
Robert F. Kennedy 1968 
.
“Full World” Vision of the Whole System 
Complex property 
rights regimes 
Human Capital Economic 
Production 
Process 
Goods 
and 
Services 
Well Being 
(Individual and 
Community) 
Consumption 
(based on changing, 
adapting 
preferences) 
Evolving 
Cultural 
Norms and 
Policy 
Education, training, 
research. 
Building 
Investment 
(decisions about, taxes 
community spending, 
education, science and 
technology policy, etc., based 
on complex property 
rights regimes) 
Individual Public 
GDP 
Wastes 
Common 
Ecological 
services/ 
amenities 
negative impacts on all forms of capital 
Restoration, 
Conservation 
Natural Capital 
Built Capital 
Solar 
Energy 
SocialCapital 
Waste heat 
Institutional 
rules, norms, etc. 
Materially closed earth system
From: Costanza, R., R. de Groot, P. Sutton, S. van 
der Ploeg, S. Anderson, I. Kubiszewski, S. Farber, 
and R. K. Turner. 2014. Changes in the global value 
of ecosystem services. Global Environmental 
Change 26:152-158.
…we estimated the loss of eco-services from 1997 to 2011 due to land use change 
at 
$4.3–20.2 trillion/yr.
From: Costanza, R. B. Fisher, et al. 2007. Quality of Life: An Approach Integrating Opportunities, 
Human Needs, and Subjective Well-Being. Ecological Economics 61: 267-276
PERMA: Well-being has five measurable 
elements that count toward it 
• Positive Emotion (of which happiness and life 
satisfaction are aspects) 
• Engagement (being in flow, being one with the 
music) 
• Good Relationships (social capital) 
• Meaning and Purpose (belonging to and serving 
something you believe is bigger than you are) 
• Accomplishment, Achievement, and Mastery 
Martin Seligman 
Zellerbach Family 
Professor of 
Psychology, University 
of Pennsylvania 
Positive Psychology
A range of goals for national accounting and their corresponding frameworks, 
measures, and valuation methods 
Goal 
Basic 
Framework 
Non-environmentally 
adjusted measures 
Environmentally 
adjusted measures 
Appropriate 
Valuation 
Methods 
___________ 
Marketed 
value of 
marketed goods 
and services 
produced and 
consumed in an 
economy 
GNP 
(Gross National 
Product) 
GDP 
(Gross Domestic 
Product) 
NNP 
(Net National Product) 
NNP’ 
(Net National Product 
including non-produced 
assetts) 
Market values 
Economic 
Income 
Weak 
Sustainability 
1 + non-marketed 
goods 
and services 
consumption 
ENNP 
(Environmental Net 
National Product) 
SEEA 
(System of 
Environmental 
Economic Accounts) 
1 + Willingness 
to Pay Based 
Values (see 
Table 2) 
___________ 
Strong 
Sustainability 
2 + preserve 
essential natural 
capital 
SNI 
(Sustainable National 
Income) 
SEEA 
(System of 
Environmental 
Economic Accounts) 
2 + Replacement 
Costs,+ 
Production 
Values 
Economic Welfare 
value of the wefare 
effects of income and 
other factors 
(including 
distribution, 
household work, loss 
of natural capital 
etc.) 
MEW 
(Measure of Economic 
Welfare) 
ISEW 
(Index of Sustainable 
Economic Welfare) 
GPI 
(Genuine Progress 
Indicator) 
3 + 
Constructed 
Preferences 
Human 
Welfare 
assessment of 
the degree to 
which human 
needs are 
fulfilled 
HDI 
(Human 
Development Index) 
HNA 
(Human Needs 
Assessment) 
SWB 
(Subjective Well- 
Being) 
4 + 
Consensus 
Building 
Dialogue 
from: Costanza, R., S. Farber, B. Castaneda and M. Grasso. 2000. Green national accounting: goals and 
methods. Chapter in: Cleveland, C. J., D. I. Stern and R. Costanza (eds.) The nature of economics 
and the economics of nature. Edward Elgar Publishing, Cheltenham, England (in press)
Table 1. Some alternative National Indicators of Welfare and Well-Being. 
Indicator Type Units Domains Indicators Explanation Area coverage 
Temporal 
Coverage 
References Website 
Index of Sustainable Economic Welfare 
(ISEW) and Genuine Progress Indicator 
(GPI) 
GDP modification $ 4 26 
Personal Consumption Expenditures weighted by income 
distribution, with volunteer and household work added and 
environmental and social costs subtracted. 
17 countries, 
several states and 
regions 
1950-various 1-3 http://genuineprogress.net/ 
Genuine Savings 
Income accounts 
modification 
$ 3 5 
level of saving after depreciation of produced capital; investments 
in human capital ; depletion of minerals, energy, and forests; and 
damages from local and global air pollutants are accounted for 
140 countries 1970-2008 4,5 
http://web.worldbank.org/WBSITE/EXTERNAL/TOP 
ICS/ENVIRONMENT/EXTEEI/0,,contentMDK:20502 
388~menuPK:1187778~pagePK:148956~piPK:2166 
18~theSitePK:408050,00.html 
Inclusive Wealth Index 
Capital accounts 
modification 
$ 4 8 Asset wealth including, built, human, and natural resources 20 countries 1990-2008 6 http://www.ihdp.unu.edu/article/iwr 
Australian Unity Well-Being Index Survey-based index Index # 14 14 Annual survey of various aspects of well-being and quality of life Australia 
2001- 
present 7 http://www.deakin.edu.au/research/a 
cqol/auwbi/index.php 
World Values Survey Survey-based index Index # 10 100's 
Periodic (5 "waves" so far) survey of a broad range of variables. 
Most used for international comparisons is ranking of "how satisfied 
are you with your life?" question. 
73 countries 
1981-2008 
intermittent 8,9 http://www.wvsevsdb.com 
Gallup-Healthways Well-Being Index Survey-based index Index # 6 39 
Annual survey in six domains: live evaluation, physical health, 
emotional health, healthy behavior, work environment, and basic 
assets 
50 states in US 
2008- 
present 10 http://www.well-beingindex.com/ 
Gross National Happiness Survey-based index Index # 9 33 
Detailed in-person survey around nine domains: psychological well-being, 
standard of living, governance, health, education, community 
vitality, cultural diversity, time use, and ecological diversity 
Bhutan 2010 11 
Human Development Index (HDI) Composit Index Index # 3 4 
Index of GDP/person, spending on health and education, and life 
expectancy 
177 countries 
1980- 
present 12 http://hdr.undp.org/en/ 
Happy Planet Index Composit Index Index # 3 3 HPI = subjective well being * life expectancy / ecological footprint 153 countries 3 yrs 13,14 http://www.happyplanetindex.org/ 
Canadian Index of Well-Being Composit Index Index # 8 80 
Includes community vitality, democratic engagement, education, 
environment, population, leisure, living standards, and time use 
Canada 
1994- 
present 15 https://uwaterloo.ca/canadian-index-wellbeing/ 
National Well-Being Index Composit Index Index # 5 5 
proxies for built, human, natural and social capital with weights 
based on regression with subjective well-being 
56 countries 1 yr 16,17 
OECD Better Life Index Composit Index Index # 11 25 
Includes housing, income, jobs community education, environment, 
civic engagement, health, life satisfaction, saftey, and work-life 
balance 
36 OECD 
countries 
1 yr 18,19 http://www.oecdbetterlifeindex.org 
Well-Being of Nations Composit Index Index # 20 63 63 indicators in 20 domains weighted and ranked 180 countries 1990-2000 20 http://sedac.ciesin.columbia.edu/dat 
a/set/cesic-wellbeing-of-nations 
Sustainable Society Index Composit Index Index # 5 22 22 indicators in 5 domains ranked with various weightings 150 countries 2 yrs 21 http://www.ssfindex.com/
Source: Deaton, 2008.
United States GDP/capita and GPI/capita
From: Kubiszewski, I., R. Costanza et al. 2013. Beyond GDP: Measuring and Achieving 
Global Genuine Progress. Ecological Economics 93:57-68
From: Kubiszewski, I., R. Costanza et al. 2013. Beyond GDP: Measuring and 
Achieving Global Genuine Progress. Ecological Economics 93:57-68
GPI /capita for the 17 countries for which it has been estimated 
From: Kubiszewski, Costanza et al. 2013. Beyond GDP: Measuring and Achieving Global Genuine 
Progress. Ecological Economics 93:57-68
Economic growth Un-Economic growth 
From: Kubiszewski, Costanza et al. 2013. Beyond 
GDP: Measuring and Achieving Global Genuine 
Progress. Ecological Economics 93:57-68
Building the future we desire 
requires that we measure 
what we want, remembering 
that it is better to be 
approximately right than 
precisely wrong.
An Overarching Goal for the UN Sustainable Development Goals 
Robert Costanza1, Jacqueline McGlade2, Hunter Lovins3, and Ida Kubiszewski1 
1. Professor and Chair in Public Policy, Crawford School of Public Policy, the Australian National University, Canberra, Australia 
2. Chief Scientist, United Nations Environment Program, Nairobi, Kenya 
3. President, Natural Capital Solutions, Longmont, Colorado 
4. Senior Lecturer, Crawford School of Public Policy, the Australian National University, Canberra, Australia 
To appear in Solutions (www.thesolutionsjournal.org) 
Overarching	Goal:	 
a	prosperous,	high	quality	of	life	that	is	 
equitably	shared	and	sustainable		 
	 
Efficient	Alloca on:	Building	A	Living	Economy	 
	 
Fair	Distribu on:	Protec ng	Capabili es	for	 
Flourishing	 
	 
Sustainable	Scale:	Staying	Within	Planetary	 
Boundaries
Figure S1. Relationship between the overall goal of sustainable well-being and the subjective and objective 
elements that contribute to it. Only the items in black are currently partially picked up in GDP. Double-headed 
arrows indicate that influences go in both directions and that all elements are interconnected. 
Source: www.asap4all.org
Fig. 1 – Scatterplot of real vs. predicted 
values for those countries where both 
data are available (r=0.90 ** ).
www.asap4all.com
Thank You

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Why it's time to leave GDP behind

  • 1. Beyond-GDP in Africa: Innovative Ideas for a Regional Dashboard October 28, 2014 Why it’s time to leave GDP behind Robert Costanza • Chair in Public Policy Crawford School of Public Policy Australian National University Canberra ACT 0200, Australia • Editor in Chief, Solutions (www.thesolutionsjournal.org)
  • 2. Human influence on the earth system is now so large, that a new geologic epoch (the Anthropocene) has begun. We now live in a “Full World” Business as usual is not an option
  • 3. PLANETARY BOUNDARIES: THERE ARE FUNDAMENTAL ECOLOGICAL CONSTRAINTS Rockström, J., et al. 2009. A safe operating space for humanity. Nature 461:472-475 Steffen, W., J. Rockström, and R. Costanza. 2011. How Defining Planetary Boundaries Can Transform Our Approach to Growth. Solutions. Vol 2, No. 3, May 2011
  • 4.
  • 5. Fair distribution is essential to quality of life
  • 6. Vision Tools & Analysis Practical Problem Solving How the world is How we would like it to be Implementation
  • 7. “Empty World” Vision of the Economy Labor Land Economic Process Individual Utility/welfare Consumption Cultural Norms and Policy Building Education, Training, Improvement Investment Property rights Private Public Capital (Built) Research Goods and Services GDP
  • 8. a country’s gross domestic product (GDP) measures “everything except that which makes life worthwhile”. Robert F. Kennedy 1968 .
  • 9. “Full World” Vision of the Whole System Complex property rights regimes Human Capital Economic Production Process Goods and Services Well Being (Individual and Community) Consumption (based on changing, adapting preferences) Evolving Cultural Norms and Policy Education, training, research. Building Investment (decisions about, taxes community spending, education, science and technology policy, etc., based on complex property rights regimes) Individual Public GDP Wastes Common Ecological services/ amenities negative impacts on all forms of capital Restoration, Conservation Natural Capital Built Capital Solar Energy SocialCapital Waste heat Institutional rules, norms, etc. Materially closed earth system
  • 10. From: Costanza, R., R. de Groot, P. Sutton, S. van der Ploeg, S. Anderson, I. Kubiszewski, S. Farber, and R. K. Turner. 2014. Changes in the global value of ecosystem services. Global Environmental Change 26:152-158.
  • 11. …we estimated the loss of eco-services from 1997 to 2011 due to land use change at $4.3–20.2 trillion/yr.
  • 12. From: Costanza, R. B. Fisher, et al. 2007. Quality of Life: An Approach Integrating Opportunities, Human Needs, and Subjective Well-Being. Ecological Economics 61: 267-276
  • 13. PERMA: Well-being has five measurable elements that count toward it • Positive Emotion (of which happiness and life satisfaction are aspects) • Engagement (being in flow, being one with the music) • Good Relationships (social capital) • Meaning and Purpose (belonging to and serving something you believe is bigger than you are) • Accomplishment, Achievement, and Mastery Martin Seligman Zellerbach Family Professor of Psychology, University of Pennsylvania Positive Psychology
  • 14.
  • 15. A range of goals for national accounting and their corresponding frameworks, measures, and valuation methods Goal Basic Framework Non-environmentally adjusted measures Environmentally adjusted measures Appropriate Valuation Methods ___________ Marketed value of marketed goods and services produced and consumed in an economy GNP (Gross National Product) GDP (Gross Domestic Product) NNP (Net National Product) NNP’ (Net National Product including non-produced assetts) Market values Economic Income Weak Sustainability 1 + non-marketed goods and services consumption ENNP (Environmental Net National Product) SEEA (System of Environmental Economic Accounts) 1 + Willingness to Pay Based Values (see Table 2) ___________ Strong Sustainability 2 + preserve essential natural capital SNI (Sustainable National Income) SEEA (System of Environmental Economic Accounts) 2 + Replacement Costs,+ Production Values Economic Welfare value of the wefare effects of income and other factors (including distribution, household work, loss of natural capital etc.) MEW (Measure of Economic Welfare) ISEW (Index of Sustainable Economic Welfare) GPI (Genuine Progress Indicator) 3 + Constructed Preferences Human Welfare assessment of the degree to which human needs are fulfilled HDI (Human Development Index) HNA (Human Needs Assessment) SWB (Subjective Well- Being) 4 + Consensus Building Dialogue from: Costanza, R., S. Farber, B. Castaneda and M. Grasso. 2000. Green national accounting: goals and methods. Chapter in: Cleveland, C. J., D. I. Stern and R. Costanza (eds.) The nature of economics and the economics of nature. Edward Elgar Publishing, Cheltenham, England (in press)
  • 16. Table 1. Some alternative National Indicators of Welfare and Well-Being. Indicator Type Units Domains Indicators Explanation Area coverage Temporal Coverage References Website Index of Sustainable Economic Welfare (ISEW) and Genuine Progress Indicator (GPI) GDP modification $ 4 26 Personal Consumption Expenditures weighted by income distribution, with volunteer and household work added and environmental and social costs subtracted. 17 countries, several states and regions 1950-various 1-3 http://genuineprogress.net/ Genuine Savings Income accounts modification $ 3 5 level of saving after depreciation of produced capital; investments in human capital ; depletion of minerals, energy, and forests; and damages from local and global air pollutants are accounted for 140 countries 1970-2008 4,5 http://web.worldbank.org/WBSITE/EXTERNAL/TOP ICS/ENVIRONMENT/EXTEEI/0,,contentMDK:20502 388~menuPK:1187778~pagePK:148956~piPK:2166 18~theSitePK:408050,00.html Inclusive Wealth Index Capital accounts modification $ 4 8 Asset wealth including, built, human, and natural resources 20 countries 1990-2008 6 http://www.ihdp.unu.edu/article/iwr Australian Unity Well-Being Index Survey-based index Index # 14 14 Annual survey of various aspects of well-being and quality of life Australia 2001- present 7 http://www.deakin.edu.au/research/a cqol/auwbi/index.php World Values Survey Survey-based index Index # 10 100's Periodic (5 "waves" so far) survey of a broad range of variables. Most used for international comparisons is ranking of "how satisfied are you with your life?" question. 73 countries 1981-2008 intermittent 8,9 http://www.wvsevsdb.com Gallup-Healthways Well-Being Index Survey-based index Index # 6 39 Annual survey in six domains: live evaluation, physical health, emotional health, healthy behavior, work environment, and basic assets 50 states in US 2008- present 10 http://www.well-beingindex.com/ Gross National Happiness Survey-based index Index # 9 33 Detailed in-person survey around nine domains: psychological well-being, standard of living, governance, health, education, community vitality, cultural diversity, time use, and ecological diversity Bhutan 2010 11 Human Development Index (HDI) Composit Index Index # 3 4 Index of GDP/person, spending on health and education, and life expectancy 177 countries 1980- present 12 http://hdr.undp.org/en/ Happy Planet Index Composit Index Index # 3 3 HPI = subjective well being * life expectancy / ecological footprint 153 countries 3 yrs 13,14 http://www.happyplanetindex.org/ Canadian Index of Well-Being Composit Index Index # 8 80 Includes community vitality, democratic engagement, education, environment, population, leisure, living standards, and time use Canada 1994- present 15 https://uwaterloo.ca/canadian-index-wellbeing/ National Well-Being Index Composit Index Index # 5 5 proxies for built, human, natural and social capital with weights based on regression with subjective well-being 56 countries 1 yr 16,17 OECD Better Life Index Composit Index Index # 11 25 Includes housing, income, jobs community education, environment, civic engagement, health, life satisfaction, saftey, and work-life balance 36 OECD countries 1 yr 18,19 http://www.oecdbetterlifeindex.org Well-Being of Nations Composit Index Index # 20 63 63 indicators in 20 domains weighted and ranked 180 countries 1990-2000 20 http://sedac.ciesin.columbia.edu/dat a/set/cesic-wellbeing-of-nations Sustainable Society Index Composit Index Index # 5 22 22 indicators in 5 domains ranked with various weightings 150 countries 2 yrs 21 http://www.ssfindex.com/
  • 18.
  • 19.
  • 20. United States GDP/capita and GPI/capita
  • 21. From: Kubiszewski, I., R. Costanza et al. 2013. Beyond GDP: Measuring and Achieving Global Genuine Progress. Ecological Economics 93:57-68
  • 22. From: Kubiszewski, I., R. Costanza et al. 2013. Beyond GDP: Measuring and Achieving Global Genuine Progress. Ecological Economics 93:57-68
  • 23. GPI /capita for the 17 countries for which it has been estimated From: Kubiszewski, Costanza et al. 2013. Beyond GDP: Measuring and Achieving Global Genuine Progress. Ecological Economics 93:57-68
  • 24. Economic growth Un-Economic growth From: Kubiszewski, Costanza et al. 2013. Beyond GDP: Measuring and Achieving Global Genuine Progress. Ecological Economics 93:57-68
  • 25.
  • 26.
  • 27. Building the future we desire requires that we measure what we want, remembering that it is better to be approximately right than precisely wrong.
  • 28. An Overarching Goal for the UN Sustainable Development Goals Robert Costanza1, Jacqueline McGlade2, Hunter Lovins3, and Ida Kubiszewski1 1. Professor and Chair in Public Policy, Crawford School of Public Policy, the Australian National University, Canberra, Australia 2. Chief Scientist, United Nations Environment Program, Nairobi, Kenya 3. President, Natural Capital Solutions, Longmont, Colorado 4. Senior Lecturer, Crawford School of Public Policy, the Australian National University, Canberra, Australia To appear in Solutions (www.thesolutionsjournal.org) Overarching Goal: a prosperous, high quality of life that is equitably shared and sustainable Efficient Alloca on: Building A Living Economy Fair Distribu on: Protec ng Capabili es for Flourishing Sustainable Scale: Staying Within Planetary Boundaries
  • 29. Figure S1. Relationship between the overall goal of sustainable well-being and the subjective and objective elements that contribute to it. Only the items in black are currently partially picked up in GDP. Double-headed arrows indicate that influences go in both directions and that all elements are interconnected. Source: www.asap4all.org
  • 30. Fig. 1 – Scatterplot of real vs. predicted values for those countries where both data are available (r=0.90 ** ).