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Sustainability and Substitutability

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Abstract

Developing a quantitative science of sustainability requires bridging mathematical concepts from fields contributing to sustainability science. The concept of substitutability is central to sustainability but is defined differently by different fields. Specifically, economics tends to define substitutability as a marginal concept while fields such as ecology tend to focus on limiting behaviors. We explain how to reconcile these different views. We develop a model where investments can be made in knowledge to increase the elasticity of substitution. We explore the set of sustainable and optimal trajectories for natural capital extraction and built and knowledge capital accumulation. Investments in substitutability through knowledge stock accumulation affect the value of natural capital. Results suggest that investing in the knowledge stock, which can enhance substitutability, is critical to desirable sustainable outcomes. This result is robust even when natural capital is not managed optimally. This leads us to conclude that investments in the knowledge stock are of first order importance for sustainability.

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Notes

  1. Spatial distribution and geographic variation make the aggregation to a single index impossible and the appropriate scale and scope of aggregation is an open question (Sterner 2011).

  2. Fisher and Zhao (2002) distinguish between substitutability in production of intermediate goods and that in consumption in a conceptual model, and argue that the latter is more important for sustainability when irreversibility is present.

  3. For instance, the so called Hartwick rule (Hartwick 1990) implies that scarcity rents from consuming non-renewable resources should not be consumed along an optimal management path, but should be converted to other forms of capital. This result implicitly assumes that natural and built capital are substitutable, at least on the margin. Hartwick’s model is readily generalized to renewable natural capital. Hartwick’s model is also an extension to the Ramsey–Solow model of savings and investment (Mas-Colell et al. 1995).

  4. Ecologists are also increasingly concerned with substitution opportunities associated with the ability of organisms to use resources in different ways in response to different conditions (Fox et al. 2011).

  5. Solow is concerned with intergenerational equity, but Solow’s exposition implies what would likely be called sustainability today.

  6. The elasticity of substitution measures the curvature of a consumption or production isocline. Expression in terms of percent reduces dimensionality. When decisions are made optimally the elasticity of substitution can be defined as optimal input levels in response to exogenous changes in their relative prices.

  7. The prior literature addresses both built and natural capital e.g., Hartwick (1990), but does not directly address changes in substitution possibilities.

  8. Many authors (e.g., Kellner et al. 2011; Horan et al. 2011; Brock and Xepapadeas 2002; Fenichel and Horan 2007a; Fenichel et al. 2010) have examined vectors of ecological states, but seldom have explicitly considered the substitution relationships.

  9. It is also possible that society has preference for \(y\), e.g., historic buildings, but this would require \(y\) to have heterogeneous vintages and is left for future exploration.

  10. We maintain the assumption of stable preference. Changes in the knowledge stock could shift preference, but analyzing how knowledge accumulation may shift preferences is left for future work.

  11. The limit \(\sigma \rightarrow 0\) implies Leontief production, which is akin to a law of the minimum approach to the production of \(F\). The CES function can also be rescaled to create the appropriate production by multiplying by a scalar. In our analysis we set such a scalar to 1.

  12. The system begins with approximately a unit of knowledge capital to avoid undetermined conditions associated with \(\sigma =1.\)

  13. Equilibrium is used in the sense of a dynamical system.

  14. Numerical analysis was conducted using Mathematica 9.0 (Wolfram Research).

  15. An analytical solution strategy to this problem from arbitrary starting values is not immediately obvious. The problem could be solved numerically. However, given the abstract nature of the problem little new insight would be gained by such an exercise.

  16. A Skiba manifold is the multi-dimensional equivalent of a Skiba point (Brock and Starrett 2003; Skiba 1978; Wagener 2003). A Skiba point results from non-convexities in the optimized dynamic system, which create an indifference point such that a system can move along more than one trajectory to more than one long-run steady state (or stable cycle) and achieve the same maximal value.

  17. There remain extraction costs, \(\beta _u \).

References

  • Anishchenko VS, Astakhov V, Neiman A, Vadivasova T, Schimansky-Geier L (2007) Nonlinear dynamics of Chaotic stochastic systems: tutorial and modern developments. Springer, New York

    Google Scholar 

  • Arrow K (1968) Optimal capital policy with irreversible investment. In: Wolfe JN (ed) Value, capital, and growth, papers in honour of Sir John Hicks. Edinburgh University Press, Edinburgh

    Google Scholar 

  • Arrow K, Bolin B, Constanza R, Dasgupta P, Folke C, Holling CS, Jansson B-O, Levin S, Maler K-G, Perrings C, Pimentel D (1995) Economic growth, carrying capacity, and the enviornment. Science 268:520–521

    Article  Google Scholar 

  • Arrow K, Dasgupta P, Goulder L, Daily G, Ehrlich P, Heal G, Levin S, Maler K-G, Schneider S, Starrett D, Walker B (2004) Are we consuming too much? J Econ Perspect 18(3):147–172

    Article  Google Scholar 

  • Arrow KJ, Dasgupta P, Goulder LH, Mumford KJ, Oleson K (2012) Sustainability and the measurement of wealth. Environ Dev Econ 17:317–353

    Article  Google Scholar 

  • Barbier EB (1999) Endogenous growth and natural resource scarcity. Environ Resour Econ 14:51–74

    Article  Google Scholar 

  • Barbier EB (2011) Capitalizing on nature. Cambridge University Press, New York

    Book  Google Scholar 

  • Bretschger L, Smulders S (2012) Sustainability and substitution of exhaustible natural resources How structural change affects long-term R&D-investments. J Econ Dyn Control 36:536–549

    Article  MathSciNet  MATH  Google Scholar 

  • Brock W, Xepapadeas A (2002) Optimal ecosystem management when species compete for limiting resources. J Environ Econ Manag 44:189–220

    Article  MATH  Google Scholar 

  • Brock WA, Starrett D (2003) Managing systems with non-convex positive feedback. Environ Resour Econ 26:575–602

    Article  Google Scholar 

  • Burger JR, Allen CD, Brown JH, Burnside WR, Davidson AD, Fristoe TS, Hamilton MJ, Mercado-Silva N, Nekola JC, Okie JG, Zuo W (2012) The macroecology of sustainability. PLoS Biol 10(6):e1001345

    Article  Google Scholar 

  • Caputo MR (2005) Foundations of dynamic economic analysis: optimal control theory and applications. Cambridge University Press, New York, p 579

    Book  Google Scholar 

  • Carpenter SR, Ludwig D, Brock WA (1999) Management of eutrophication for lakes subject to potentially irreversible change. Ecol Appl 9(3):751–771

    Article  Google Scholar 

  • Caulkins JP, Feichtinger G, Grass D, Tragler G (2009) Optimal control of terrorism and global reputation: a case study with novel threshold behavior. Oper Res Lett 27(6):387–391

    Article  MathSciNet  Google Scholar 

  • Clark CW (2005) Mathematical bioeconomics optimal management of renewable resources, 2nd edn. Wiley, Hoboken

    Google Scholar 

  • Daily GC, Ehrlich PR (1992) Population, sustainability, and earth’s carrying capacity. BioScience 42:761–771

    Article  Google Scholar 

  • Dasgupta P, Maler K-G (2000) Net national product, wealth, and social well-being. Environ Dev Econ 5:69–93

    Article  Google Scholar 

  • Dasgupta P, Maler KG (2003) The economics of non-convex ecosystems: introduction. Environ Resour Econ 26:499–525

    Article  Google Scholar 

  • Dasgupta P, Maler K-G, Barrett S (1999) Intergenerational equity, social discount rates and global warming. In: Portney P, Weyant J (eds) Discounting and intergenerational equity. Resources for the Future, Washington D.C.

    Google Scholar 

  • Fenichel EP (2013) Economic considerations for social distancing and behavioral based policies during an epidemic. J Health Econ 32:440–451

    Article  Google Scholar 

  • Fenichel EP, Horan RD (2007a) Gender-based harvesting in wildlife disease management. Am J Agric Econ 89(4):904–920

    Article  MathSciNet  Google Scholar 

  • Fenichel EP, Horan RD (2007b) Jointly-determined ecological thresholds and economic trade-offs in wildlife disease management. Nat Resour Model 20(4):511–547

    Article  MathSciNet  MATH  Google Scholar 

  • Fenichel EP, Horan RD, Bence JR (2010) Indirect management of invasive species with bio-control: a bioeconomic model of salmon and alewife in Lake Michigan. Resour Energy Econ 32:500–518

    Article  Google Scholar 

  • Fenichel EP, Gopalakrishnan S, Bayasgalan O. (2014) Bioeconomics: nature as capital. In: Halvorsen R, Layton DF (eds) Handbook on the economics of natural resources. Edward Elgar, Cheltenham

  • Finnoff D, Tschirhart J (2008) Linking dynamic economic and ecological general equilibrium models. Resour Energy Econ 30:91–114

    Article  Google Scholar 

  • Fisher A, Zhao J (2002) Notes on irreversibility, sustainability and the limits to growth. In: Kriström B, Dasgupta P, Löfgren K-G (eds) Econmic theory for the environment: essays in honour of Karl-Goran Maler. Edward Elgar, Cheltenham, pp 129–137

    Google Scholar 

  • Fox GA, Scheiner SM, Willing MR (2011) Ecological gradient theory: a framework for aligning data and models. In: Scheiner SM, Willig MR (eds) The theory of ecology. University of Chicago Press, Chicago, pp 283–308

    Google Scholar 

  • Freeman AMI (2003) The measurement of environmental and resource values: theory and methods, 2nd edn. Resources For the Future, Washington D.C., p 491

    Google Scholar 

  • Goodland R (1995) The convept of environmental sustainability. Annu Rev Ecol Syst 26:1–24

    Article  Google Scholar 

  • Gozlan RE (2008) Introduction of non-naive freshwater fish: is it all bad? Fish Fish 9:106–115

    Article  Google Scholar 

  • Hanley N (2000) Macroeconomic measures of sustainability. J Econ Surv 14(1):1–30

    Article  MathSciNet  Google Scholar 

  • Hartwick JM (1990) Natural resources, national accounting and economic depreciation. J Public Econ 43:291–304

    Article  Google Scholar 

  • Heal G (1998) Valuing the future: economic theory and sustainability. Columbia University Press, New York

    Google Scholar 

  • Heal G (2012) Reflections—defining and measuring sustainability. Rev Environ Econ Policy 6(1):147–163

    Article  Google Scholar 

  • Horan RD, Wolf CA, Fenichel EP, Mathews KHJ (2008) Joint management of wildlife and livestock disease. Environ Resour Econ 41(1):47–70

    Article  Google Scholar 

  • Horan RD, Fenichel EP, Drury KLS, Lodge DM (2011) Managing ecological thresholds in coupled environmental-human systems. Proc Natl Acad Sci USA 108(18):7333–7338

    Article  Google Scholar 

  • Hoy M, Livernois J, Mckenna C, Rees R, Stengos T (2001) Mathematics for economics, 2nd edn. MIT Press, Cambridge, MA, p 1129

    MATH  Google Scholar 

  • Kellner JB, Sanchirico JN, Hastings A, Mumby PJ (2011) Optimizing for multiple species and multiple values: tradeoffs inherent in ecosystem-based fisheries management. Conservation Lett 4(1):21–30

    Article  Google Scholar 

  • Kemfert C (1998) Estimated substitution elasticities of a nested CES production function approach for Germany. Energy Econ 20:249–264

    Article  Google Scholar 

  • Leonard D, Van Long N (1998) Optimal control theory and static optimization in economics. Cambridge University Press, Cambridge, p 353

    Google Scholar 

  • Ludwig D, Mangel M, Haddad B (2001) Ecology, conservation biology, and public policy. Annu Rev Ecol Syst 32:481–517

    Article  Google Scholar 

  • Maler K-G, Xepapadeas A, De Zeeuw A (2003) The economics of shallow lakes. Environ Resour Econ 26:603–624

    Article  Google Scholar 

  • Malthus T (1798) An essay on the principle of population. Printed for J. Johnson, in St. Paul’s Church-Yard, London

  • Mas-Colell A, Whinston MD, Green J (1995) Microeconomic theory. Oxford University Press, New York, p 981

    MATH  Google Scholar 

  • Millennium Ecosystem Assessment (2005) Ecosystems and human well-being: synthesis, Island Press, Washington D.C.

  • Nelson E, Mendoza G, Regetz J, Polasky S, Tallis H, Cameron DR, Chan KM, Daily GC, Goldstein J, Kareiva PM, Lonsdorf E, Naidoo R, Ricketts TH, Shaw R (2009) Modeling multiple ecosystem services, biodiversity conservation, commodity production, and tradeoffs at landscape scales. Front Ecol Environ 7:4–11

    Article  Google Scholar 

  • Pauly D (1995) Anecdote and the shifting baseline syndrome of fisheries. Trends Ecol Evol 10(10):430

    Article  Google Scholar 

  • Polasky S, Segerson K (2009) Integrating ecology economics in the study of ecosystem sevices: some lessons learned. Annu Rev Resour Econ 1:409–434

    Article  Google Scholar 

  • Quaas MF, van Soest D, Baumgartner S (2013) Complementarity, impatience, and the resilience of natural-resource-dependent economies. J Environ Econ Manag 66:15–32

  • Romer PM (1990) Endogenious technological change. J Polit Econ 98(5):S71–S102

    Article  Google Scholar 

  • Sanchirico JN, Springborn M (2011) How to get there from here: ecological and economic dynamics of ecosystem service provision. Environ Resour Econ 48:243–267

    Article  Google Scholar 

  • Shogren JF, Tschirhart J, Anderson T, Ando AW, Beissinger SR, Brookshire D, Brown GM, Coursey D, Innes R, Meyer SM, Polasky S (1999) Why economics matters for endangered species protection. Conservation Biol 13(6):1257–1261

    Article  Google Scholar 

  • Skiba AK (1978) Optimal growth with convex–concave production function. Econometrica 46(3):527–539

    Article  MathSciNet  MATH  Google Scholar 

  • Solow RM (1974) Intergenerational equity and exhaustible resources. Rev Econ Stud 41:29–45

    Article  Google Scholar 

  • Starrett DA (1972) Fundamental noncovexities in the theory of externalities. J Econ Theory 4:180–199

    Article  MathSciNet  Google Scholar 

  • Sterner T (2011) Asko in Stanford 2000: Commentary by Thomas Sterner. In: Soderqvist T (ed) Bringing ecologists and economists together. Springer, New York, pp 165–168

    Google Scholar 

  • Stiglitz JE, Sen A, Fitoussi J-P (2010) Mis-measuring our lives: why GDP doesn’t add up, the report by the Commission on the Measurement of Economic Performance and Social Progress. The New Press, New York

    Google Scholar 

  • Tschirhart J (2000) General equilibrium of an ecosystem. J Theor Biol 203:13–32

    Article  Google Scholar 

  • Tschirhart J (2009) Integrated ecological-economic models. Annu Rev Resour Econ 1:381–407

    Article  Google Scholar 

  • von Haefen RH, Phaneuf DJ (2003) A note on estimating nested constant elasticity of substitution preferences for outdoor recreation. Am J Agric Econ 85(2):406–413

    Article  Google Scholar 

  • Wagener FOO (2003) Skiba points and hetercolinic bifurcations, with applications to the shallow lake system. J Econ Dyn Control 27:1533–1561

    Article  MathSciNet  MATH  Google Scholar 

  • Weitzman ML (1976) On the welfare significance of national product in a dynamic economy. Q J Econ 91(1):156–162

    Article  Google Scholar 

  • Wilen JE (1985) Bioeconomics of renewable resource use. In: Kneese AV, Sweeney JL (eds) Handbook of natural resource and energy economics. North-Holland, New York, pp 61–124

    Chapter  Google Scholar 

  • Young JT (1991) Is the entropy law relevant to the economics of natural resources scarcity? J Environ Econ Manag 21:169–179

    Article  MATH  Google Scholar 

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Fenichel, E.P., Zhao, J. Sustainability and Substitutability. Bull Math Biol 77, 348–367 (2015). https://doi.org/10.1007/s11538-014-9963-5

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