Integrated assessment of climate change: state of the literature

Abstract This paper reviews applications of benefit-cost analysis (BCA) in climate policy assessment at the US national and global scales. Two different but related major application types are addressed. First there are global-scale analyses that focus on calculating optimal global carbon emissions trajectories and carbon prices that maximize global welfare. The second application is the use of the same tools to compute the social cost of carbon (SCC) for use in US regulatory processes. The SCC is defined as the climate damages attributable to an increase of one metric ton of carbon dioxide emissions above a baseline emissions trajectory that assumes no new climate policies. The paper describes the three main quantitative models that have been used in the optimal carbon policy and SCC calculations and then summarizes the range of results that have been produced using them. The results span an extremely broad range (up to an order of magnitude) across modeling platforms as well as across the plausible ranges of input assumptions to a single model. This broad range of results sets the stage for a discussion of the five key challenges that face BCA practitioners participating in the national and global climate change policy analysis arenas: (1) including the possibility of catastrophic outcomes; (2) factoring in equity and income distribution considerations; (3) addressing intertemporal discounting and intergenerational equity; (4) projecting baseline demographics, technological change, and policies inside and outside the energy sector; and (5) characterizing the full set of uncertainties to be dealt with and designing a decision-making process that updates and adapts new scientific and economic information into that process in a timely and productive manner. The paper closes by describing how the BCA models have been useful in climate policy discussions to date despite the uncertainties that pervade the results that have been produced.

[1]  Peter A. Morris,et al.  An Axiomatic Approach to Expert Resolution , 1983 .

[2]  G. R. Corey,et al.  Discounting for Time and Risk in Energy Policy , 1982 .

[3]  C. Field Managing the risks of extreme events and disasters to advance climate change adaption , 2012 .

[4]  W. Nordhaus An Optimal Transition Path for Controlling Greenhouse Gases , 1992, Science.

[5]  M. Ha-Duong,et al.  Climate change 2014 - Mitigation of climate change , 2015 .

[6]  Robert L. Winkler,et al.  Aggregating Point Estimates: A Flexible Modeling Approach , 1993 .

[7]  David Cass,et al.  Optimum Growth in an Aggregative Model of Capital Accumulation , 1965 .

[8]  William D. Nordhaus,et al.  Economic aspects of global warming in a post-Copenhagen environment , 2010, Proceedings of the National Academy of Sciences.

[9]  S. Schiavon,et al.  Climate Change 2007: Impacts, Adaptation and Vulnerability. , 2007 .

[10]  Peter A. Morris,et al.  Decision Analysis Expert Use , 1974 .

[11]  Robert T. Clemen,et al.  Calibration and the aggregation of probabilities , 1986 .

[12]  Peter A. Morris,et al.  Observations on expert aggregation , 1986 .

[13]  Robert L. Winkler,et al.  Sensitivity of Weights in Combining Forecasts , 1992, Oper. Res..

[14]  Ram S. Gupta Introduction to environmental engineering and science , 2004 .

[15]  N. Stern The Economics of Climate Change: Implications of Climate Change for Development , 2007 .

[16]  Martin L. Weitzman,et al.  Tail-Hedge Discounting and the Social Cost of Carbon , 2013 .

[17]  Peter A. Morris,et al.  Combining Expert Judgments: A Bayesian Approach , 1977 .

[18]  R. Lind,et al.  Intertemporal Equity, Discounting, and Economic Efficiency in Water Policy Evaluation , 1997 .

[19]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[20]  Robert J. Lempert,et al.  Embedding (some) benefit-cost concepts into decision support processes with deep uncertainty , 2014, Journal of Benefit-Cost Analysis.

[21]  Chris Hope,et al.  The marginal impact of CO2 from PAGE2002: An integrated assessment model incorporating the IPCC's five reasons for concern , 2006 .

[22]  William D. Nordhaus,et al.  A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies , 1996 .

[23]  C. Hope,et al.  The social cost of carbon in U.S. regulatory impact analyses: an introduction and critique , 2012, Journal of Environmental Studies and Sciences.

[24]  H. Raiffa,et al.  Introduction to Statistical Decision Theory , 1996 .

[25]  F. Ackerman,et al.  Climate Risks and Carbon Prices: Revising the Social Cost of Carbon , 2012 .

[26]  T. Wigley,et al.  Emulating coupled atmosphere-ocean and carbon cycle models with a simpler model, MAGICC6 - Part 1: Model description and calibration , 2011 .

[27]  J. Bruce,et al.  Climate change, 1995 : economic and social dimensions of climate change , 1997 .

[28]  K. Strzepek,et al.  State of the literature on the economic impacts of climate change in the United States , 2014, Journal of Benefit-Cost Analysis.

[29]  M. Toman The need for multiple types of information to inform climate change assessment , 2014, Journal of Benefit-Cost Analysis.

[30]  M. Greenstone,et al.  Developing a Social Cost of Carbon for US Regulatory Analysis: A Methodology and Interpretation , 2013, Review of Environmental Economics and Policy.

[31]  Talbot Page,et al.  Discounting and intergenerational equity , 1977 .

[32]  M. Keen,et al.  Fiscal Policy to Mitigate Climate Change: A Guide for Policymakers , 2012 .

[33]  M. Weitzman,et al.  On Modeling and Interpreting the Economics of Catastrophic Climate Change , 2009, The Review of Economics and Statistics.

[34]  Reinhard Viertl,et al.  Probability and Bayesian Statistics , 1987 .

[35]  W. Nordhaus Managing the Global Commons: The Economics of Climate Change , 1994 .

[36]  Elizabeth Kopits,et al.  Estimating the Social Cost of Carbon for Use in U.S. Federal Rulemakings: A Summary and Interpretation , 2011 .

[37]  Robert T. Clemen Extraneous expert information , 1985 .

[38]  William D. Nordhaus,et al.  Expert Opinion on Climatic Change , 2016 .

[39]  Tjalling C. Koopmans,et al.  On the concept of optimal economic growth , 1963 .

[40]  Alex L. Marten,et al.  Estimating the social cost of non-CO2 GHG emissions: Methane and nitrous oxide , 2012 .

[41]  Robert L. Winkler,et al.  Calibrating and Combining Precipitation Probability Forecasts , 1987 .

[42]  Robert T. Clemen,et al.  Copula Models for Aggregating Expert Opinions , 1996, Oper. Res..

[43]  W. Nordhaus Estimates of the Social Cost of Carbon: Concepts and Results from the DICE-2013R Model and Alternative Approaches , 2014, Journal of the Association of Environmental and Resource Economists.

[44]  R. Clemen Combining forecasts: A review and annotated bibliography , 1989 .

[45]  R. Pindyck Climate Change Policy: What Do the Models Tell Us? , 2013 .

[46]  D. Vuuren,et al.  Mid- and long-term climate projections for fragmented and delayed-action scenarios , 2015 .

[47]  QK Ahmad,et al.  Climate change 1995. Economic and social dimensions of climate change. Contribution of working group III to the second assessment report of the intergovernmental panel on climate change , 1997 .

[48]  Ronald A. Howard,et al.  Readings on the Principles and Applications of Decision Analysis , 1989 .

[49]  K. Arrow,et al.  Determining Benefits and Costs for Future Generations , 2013, Science.

[50]  Dale W. Jorgenson,et al.  Handbook of Computable General Equilibrium Modeling , 2012 .

[51]  Robert J. Martineau,et al.  The Clean Air Act handbook , 1998 .

[52]  Robert L. Winkler,et al.  Limits for the Precision and Value of Information from Dependent Sources , 1985, Oper. Res..

[53]  William D. Nordhaus,et al.  Warming the World: Economic Models of Global Warming , 2000 .

[54]  Chris Hope,et al.  The Social Cost of Co2 from the Page09 Model , 2011 .

[55]  Pierre Morel An Introduction to Three‐Dimensional Climate Modeling , 1988 .

[56]  L. K. Gohar,et al.  How well do integrated assessment models simulate climate change? , 2011 .

[57]  Jia Li,et al.  Improving the practice of economic analysis of climate change adaptation , 2014, Journal of Benefit-Cost Analysis.

[58]  Peter Vallentyne,et al.  Well-Being and Fair Distribution: Beyond Cost-Benefit Analysis , 2013 .

[59]  David Anthoff,et al.  On International Equity Weights and National Decision Making on Climate Change , 2007, SSRN Electronic Journal.

[60]  R. Lind,et al.  Intergenerational equity, discounting, and the role of cost-benefit analysis in evaluating global climate policy , 1995 .

[61]  J. Overpeck,et al.  Abrupt climate change: Inevitable surprises , 2002 .

[62]  W. Nordhaus A Question of Balance: Weighing the Options on Global Warming Policies , 2008 .

[63]  A. Meyer Economics Of Climate Change , 1995, Nature.

[64]  W. Cline Economics of Global Warming, The , 1992 .

[65]  R. Tol The Economic Effects of Climate Change , 2009 .

[66]  R. Tol The Social Cost of Carbon: Trends, Outliers and Catastrophes , 2008 .

[67]  Howard Raiffa,et al.  Decision analysis: introductory lectures on choices under uncertainty. 1968. , 1969, M.D.Computing.

[68]  M. Weitzman A Review of The Stern Review on the Economics of Climate Change , 2007 .

[69]  Wolfgang Lucht,et al.  Tipping elements in the Earth's climate system , 2008, Proceedings of the National Academy of Sciences.

[70]  W. Washington,et al.  An Introduction to Three-Dimensional Climate Modeling , 1986 .

[71]  R. Tol,et al.  The uncertainty about the social cost of carbon: A decomposition analysis using fund , 2013, Climatic Change.

[72]  F. Ramsey,et al.  THE MATHEMATICAL THEORY OF SAVING , 1928 .

[73]  W. Nordhaus,et al.  Integrated Economic and Climate Modeling , 2011 .

[74]  M. G. Morgan,et al.  Subjective judgments by climate experts. , 1995, Environmental science & technology.

[75]  W. Viscusi,et al.  Determining the Proper Scope of Climate Change Benefits , 2014 .

[76]  R. L. Winkler,et al.  Combining Economic Forecasts , 1986 .

[77]  N. Stern The Structure of Economic Modeling of the Potential Impacts of Climate Change: Grafting Gross Underestimation of Risk onto Already Narrow Science Models , 2013 .