IDEAS home Printed from https://ideas.repec.org/a/kap/enreec/v76y2020i2d10.1007_s10640-020-00423-2.html
   My bibliography  Save this article

Environmental Inequality and Economic Valuation

Author

Listed:
  • Jasper N. Meya

    (Leipzig University
    German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig)

Abstract

I study how the economic value of a heterogeneously distributed environmental public good depends on how the endowment with this good and income are distributed. I find that the effect of environmental inequality on the societal willingness to pay (WTP) for the environmental good is determined both by its substitutability and by the correlation of its provision with income. Specifically, environmental inequality decreases societal WTP for substitutes, but this effect is reversed if the environmental good is a complement or distributed strongly in favour of richer households. Moreover, I show that richer households living in places where environmental good endowment is high increases (decreases) societal WTP if and only if the environmental good is a substitute for (complement to) consumption goods. I propose novel adjustment factors for structural benefit transfer to control for differences in the spatial distribution of environmental goods. Using forest preservation in Poland as an empirical example, I find that societal WTP is up to 4% higher for equal access to forests and up to 8% higher for an equal distribution of both income and access to forests.

Suggested Citation

  • Jasper N. Meya, 2020. "Environmental Inequality and Economic Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(2), pages 235-270, July.
  • Handle: RePEc:kap:enreec:v:76:y:2020:i:2:d:10.1007_s10640-020-00423-2
    DOI: 10.1007/s10640-020-00423-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10640-020-00423-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10640-020-00423-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lucas Chancel & Thomas Piketty, 2015. "Carbon and inequality: From Kyoto to Paris Trends in the global inequality of carbon emissions (1998-2013) & prospects for an equitable adaptation fund World Inequality Lab," Working Papers halshs-02655266, HAL.
    2. Stephen C. Newbold & Patrick J. Walsh & D. Matthew Massey & Julie Hewitt, 2018. "Using structural restrictions to achieve theoretical consistency in benefit transfers," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(3), pages 529-553, March.
    3. Stephan Heblich & Alex Trew & Yanos Zylberberg, 2021. "East-Side Story: Historical Pollution and Persistent Neighborhood Sorting," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1508-1552.
    4. Bateman, Ian J. & Day, Brett H. & Georgiou, Stavros & Lake, Iain, 2006. "The aggregation of environmental benefit values: Welfare measures, distance decay and total WTP," Ecological Economics, Elsevier, vol. 60(2), pages 450-460, December.
    5. Epple, Dennis & Platt, Glenn J., 1998. "Equilibrium and Local Redistribution in an Urban Economy when Households Differ in both Preferences and Incomes," Journal of Urban Economics, Elsevier, vol. 43(1), pages 23-51, January.
    6. Moeltner, Klaus, 2019. "Bayesian nonlinear meta regression for benefit transfer," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 44-62.
    7. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
    8. Czajkowski, Mikolaj & Scasný, Milan, 2010. "Study on benefit transfer in an international setting. How to improve welfare estimates in the case of the countries' income heterogeneity?," Ecological Economics, Elsevier, vol. 69(12), pages 2409-2416, October.
    9. Czajkowski, Mikolaj & Buszko-Briggs, Malgorzata & Hanley, Nick, 2009. "Valuing changes in forest biodiversity," Ecological Economics, Elsevier, vol. 68(12), pages 2910-2917, October.
    10. Boyce, James K. & Zwickl, Klara & Ash, Michael, 2016. "Measuring environmental inequality," Ecological Economics, Elsevier, vol. 124(C), pages 114-123.
    11. Moritz A. Drupp, 2018. "Limits to Substitution Between Ecosystem Services and Manufactured Goods and Implications for Social Discounting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(1), pages 135-158, January.
    12. Luke Brander & Ingo Bräuer & Holger Gerdes & Andrea Ghermandi & Onno Kuik & Anil Markandya & Ståle Navrud & Paulo Nunes & Marije Schaafsma & Hans Vos & Alfred Wagtendonk, 2012. "Using Meta-Analysis and GIS for Value Transfer and Scaling Up: Valuing Climate Change Induced Losses of European Wetlands," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 395-413, July.
    13. Phaneuf,Daniel J. & Requate,Till, 2017. "A Course in Environmental Economics," Cambridge Books, Cambridge University Press, number 9781107004177.
    14. Udo Ebert, 2003. "Environmental Goods and the Distribution of Income," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 25(4), pages 435-459, August.
    15. Brueckner, Jan K. & Thisse, Jacques-Francois & Zenou, Yves, 1999. "Why is central Paris rich and downtown Detroit poor?: An amenity-based theory," European Economic Review, Elsevier, vol. 43(1), pages 91-107, January.
    16. Michael Ash & T. Robert Fetter, 2004. "Who Lives on the Wrong Side of the Environmental Tracks? Evidence from the EPA's Risk‐Screening Environmental Indicators Model," Social Science Quarterly, Southwestern Social Science Association, vol. 85(2), pages 441-462, June.
    17. Kerry Smith, V. & Sieg, Holger & Spencer Banzhaf, H. & Walsh, Randall P., 2004. "General equilibrium benefits for environmental improvements: projected ozone reductions under EPA's Prospective Analysis for the Los Angeles air basin," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 559-584, May.
    18. Aline Chiabai & Chiara Travisi & Anil Markandya & Helen Ding & Paulo Nunes, 2011. "Economic Assessment of Forest Ecosystem Services Losses: Cost of Policy Inaction," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(3), pages 405-445, November.
    19. Aaron, Henry & McGuire, Martin, 1970. "Public Goods and Income Distribution," Econometrica, Econometric Society, vol. 38(6), pages 907-920, November.
    20. Bengt Kristrom & Pere Riera, 1996. "Is the income elasticity of environmental improvements less than one?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 7(1), pages 45-55, January.
    21. Mikołaj Czajkowski & Wiktor Budziński & Danny Campbell & Marek Giergiczny & Nick Hanley, 2017. "Spatial Heterogeneity of Willingness to Pay for Forest Management," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 705-727, November.
    22. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64, pages 416-416.
    23. Facundo Alvaredo & Thomas Piketty & Emmanuel Saez & Lucas Chancel & Gabriel Zucman, 2018. "World Inequality Report 2018," PSE-Ecole d'économie de Paris (Postprint) halshs-01885458, HAL.
    24. Glenn-Marie Lange & Quentin Wodon & Kevin Carey, 2018. "The Changing Wealth of Nations 2018," World Bank Publications - Books, The World Bank Group, number 29001, December.
    25. Kovenock, Daniel & Sadka, Efraim, 1981. "Progression under the benefit approach to the theory of taxation," Economics Letters, Elsevier, vol. 8(1), pages 95-99.
    26. Epple, Dennis & Romer, Thomas, 1991. "Mobility and Redistribution," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 828-858, August.
    27. Sanghoon Lee & Jeffrey Lin, 2018. "Natural Amenities, Neighbourhood Dynamics, and Persistence in the Spatial Distribution of Income," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 663-694.
    28. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    29. Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
    30. V. Kerry Smith & George Van Houtven & Subhrendu K. Pattanayak, 2002. "Benefit Transfer via Preference Calibration: "Prudential Algebra" for Policy," Land Economics, University of Wisconsin Press, vol. 78(1), pages 132-152.
    31. Richardson, Leslie & Loomis, John & Kroeger, Timm & Casey, Frank, 2015. "The role of benefit transfer in ecosystem service valuation," Ecological Economics, Elsevier, vol. 115(C), pages 51-58.
    32. Edward B. Barbier & Mikołaj Czajkowski & Nick Hanley, 2017. "Is the Income Elasticity of the Willingness to Pay for Pollution Control Constant?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 663-682, November.
    33. Stephan Heblich & Alex Trew & Yanos Zylberberg, 2021. "East-Side Story: Historical Pollution and Persistent Neighborhood Sorting," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1508-1552.
    34. Aronsson, Thomas & Johansson-Stenman, Olof, 2008. "When the Joneses' consumption hurts: Optimal public good provision and nonlinear income taxation," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 986-997, June.
    35. Maxim Pinkovskiy & Xavier Sala-i-Martin, 2009. "Parametric Estimations of the World Distribution of Income," NBER Working Papers 15433, National Bureau of Economic Research, Inc.
    36. John B. Loomis, 2000. "Vertically Summing Public Good Demand Curves: An Empirical Comparison of Economic versus Political Jurisdictions," Land Economics, University of Wisconsin Press, vol. 76(2), pages 312-321.
    37. Grischa Perino & Barnaby Andrews & Andreas Kontoleon & Ian Bateman, 2014. "The Value of Urban Green Space in Britain: A Methodological Framework for Spatially Referenced Benefit Transfer," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(2), pages 251-272, February.
    38. Stefan Baumgärtner & Alexandra Klein & Denise Thiel & Klara Winkler, 2015. "Ramsey Discounting of Ecosystem Services," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 61(2), pages 273-296, June.
    39. Wiktor Budziński & Danny Campbell & Mikołaj Czajkowski & Urška Demšar & Nick Hanley, 2018. "Using Geographically Weighted Choice Models to Account for the Spatial Heterogeneity of Preferences," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 606-626, September.
    40. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    41. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2015. "Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings," American Economic Review, American Economic Association, vol. 105(2), pages 678-709, February.
    42. Jette Jacobsen & Nick Hanley, 2009. "Are There Income Effects on Global Willingness to Pay for Biodiversity Conservation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(2), pages 137-160, June.
    43. I. Bateman & R. Brouwer & S. Ferrini & M. Schaafsma & D. Barton & A. Dubgaard & B. Hasler & S. Hime & I. Liekens & S. Navrud & L. De Nocker & R. Ščeponavičiūtė & D. Semėnienė, 2011. "Making Benefit Transfers Work: Deriving and Testing Principles for Value Transfers for Similar and Dissimilar Sites Using a Case Study of the Non-Market Benefits of Water Quality Improvements Across E," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(3), pages 365-387, November.
    44. Cathrine Ulla Jensen & Toke Emil Panduro & Thomas Hedemark Lundhede & Kathrine von Graevenitz & Bo Jellesmark Thorsen, 2016. "Robin Hood in reverse? Assessing distributional effects of green space policy using a second-stage hedonic house price model," IFRO Working Paper 2016/07, University of Copenhagen, Department of Food and Resource Economics.
    45. Kevin J. Boyle & Nicolai V. Kuminoff & Christopher F. Parmeter & Jaren C. Pope, 2009. "Necessary Conditions for Valid Benefit Transfers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1328-1334.
    46. V. Kerry Smith, 1993. "Nonmarket Valuation of Environmental Resources: An Interpretive Appraisal," Land Economics, University of Wisconsin Press, vol. 69(1), pages 1-26.
    47. Spencer Banzhaf & Lala Ma & Christopher Timmins, 2019. "Environmental Justice: The Economics of Race, Place, and Pollution," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 185-208, Winter.
    48. Phaneuf,Daniel J. & Requate,Till, 2017. "A Course in Environmental Economics," Cambridge Books, Cambridge University Press, number 9780521178693.
    49. Solomon Hsiang & Paulina Oliva & Reed Walker, 2019. "The Distribution of Environmental Damages," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(1), pages 83-103.
    50. United Nations, 2014. "System of Environmental-Economic Accounting 2012," World Bank Publications - Books, The World Bank Group, number 23959, December.
    51. Nicolai V. Kuminoff, 2018. "Can Understanding Spatial Equilibria Enhance Benefit Transfers for Environmental Policy Evaluation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(3), pages 591-608, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Meya, Jasper N. & Drupp, Moritz A. & Hanley, Nick, 2021. "Testing structural benefit transfer: The role of income inequality," Resource and Energy Economics, Elsevier, vol. 64(C).
    2. Julia Bronnmann & Veronika Liebelt & Fabian Marder & Jasper Meya & Martin Quaas, 2023. "The Value of Naturalness of Urban Green Spaces: Evidence from a Discrete Choice Experiment," Land Economics, University of Wisconsin Press, vol. 99(4), pages 528-542.
    3. Xue Jin & Ussif Rashid Sumaila & Kedong Yin & Zhichao Qi, 2021. "Evaluation of the Policy Effect of China’s Environmental Interview System for Effective Air Quality Governance," IJERPH, MDPI, vol. 18(17), pages 1-20, August.
    4. Smith, V. Kerry, 2023. "Accounting for income inequality in benefit transfers: The importance of the income elasticity of WTP," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    5. Brown, Zachary Steven, 2022. "Distributional policy impacts, WTP-WTA disparities, and the Kaldor-Hicks tests in benefit-cost analysis," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    6. Victor Champonnois & Olivier Chanel, 2023. "Accounting for subsistence needs in non-market valuation: a simple proposal," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 66(5), pages 1037-1060, April.
    7. Maureen L. Cropper & Yongjoon Park, 2024. "Incorporating Air and Water Pollution into the National Income and Product Accounts," NBER Chapters, in: Measuring and Accounting for Environmental Public Goods: A National Accounts Perspective, National Bureau of Economic Research, Inc.
    8. Moritz A. Drupp & Ulrike Kornek & Jasper N. Meya & Lutz Sager, 2021. "Inequality and the Environment: The Economics of a Two-Headed Hydra," CESifo Working Paper Series 9447, CESifo.
    9. Jorge A. Bonilla & Claudia Aravena & Ricardo Morales-Betancourt, 2023. "Assessing Multiple Inequalities and Air Pollution Abatement Policies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 695-727, March.
    10. Jorge A. Bonilla & Claudia Aravena & Ricardo Morales-Betancourt, 2021. "Assessing Multiple Inequalities and Air Pollution Abatement Policies," Documentos CEDE 19465, Universidad de los Andes, Facultad de Economía, CEDE.
    11. Dupoux, Marion & Martinet, Vincent, 2022. "Could the environment be a normal good for you and an inferior good for me? A theory of context-dependent substitutability and needs," Resource and Energy Economics, Elsevier, vol. 69(C).
    12. Awokuse, Titus & Chan, Nathan W. & González-Ramírez, Jimena & Gulati, Sumeet & Interis, Matthew G. & Jacobson, Sarah & Manning, Dale T. & Stolper, Samuel & Ando, Amy, 2023. "Environmental and Natural Resource Economics and Systemic Racism," RFF Working Paper Series 23-06, Resources for the Future.
    13. Yamaguchi, Rintaro & Shah, Payal, 2020. "Spatial discounting of ecosystem services," Resource and Energy Economics, Elsevier, vol. 62(C).
    14. Jasper N. Meya & Stefan Baumgärtner & Moritz A. Drupp & Martin F. Quaas, 2020. "Inequality and the Value of Public Natural Capital," CESifo Working Paper Series 8752, CESifo.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jasper N. Meya, 2018. "Environmental Inequality and Economic Valuation," Working Papers V-416-18, University of Oldenburg, Department of Economics, revised Dec 2018.
    2. Jasper N. Meya & Stefan Baumgärtner & Moritz A. Drupp & Martin F. Quaas, 2020. "Inequality and the Value of Public Natural Capital," CESifo Working Paper Series 8752, CESifo.
    3. Meya, Jasper N. & Drupp, Moritz A. & Hanley, Nick, 2021. "Testing structural benefit transfer: The role of income inequality," Resource and Energy Economics, Elsevier, vol. 64(C).
    4. Moritz A. Drupp & Ulrike Kornek & Jasper N. Meya & Lutz Sager, 2021. "Inequality and the Environment: The Economics of a Two-Headed Hydra," CESifo Working Paper Series 9447, CESifo.
    5. Dupoux, Marion & Martinet, Vincent, 2022. "Could the environment be a normal good for you and an inferior good for me? A theory of context-dependent substitutability and needs," Resource and Energy Economics, Elsevier, vol. 69(C).
    6. Baumgärtner, Stefan & Drupp, Moritz A. & Meya, Jasper N. & Munz, Jan M. & Quaas, Martin F., 2016. "Income inequality and willingness to pay for public environmental goods," Economics Working Papers 2016-04, Christian-Albrechts-University of Kiel, Department of Economics.
    7. Robert J. Johnston & Kevin J. Boyle & Maria L. Loureiro & Ståle Navrud & John Rolfe, 2021. "Guidance to Enhance the Validity and Credibility of Environmental Benefit Transfers," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(3), pages 575-624, July.
    8. Baumgärtner, Stefan & Drupp, Moritz A. & Meya, Jasper N. & Munz, Jan M. & Quaas, Martin F., 2017. "Income inequality and willingness to pay for environmental public goods," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 35-61.
    9. Drupp, Moritz A. & Meya, Jasper N. & Baumgärtner, Stefan & Quaas, Martin F., 2017. "Economic inequality and the value of nature," Economics Working Papers 2017-08, Christian-Albrechts-University of Kiel, Department of Economics.
    10. Meya, Jasper N. & Drupp, Moritz A. & Hanley, Nick, 2018. "Income inequality and the international transfer of environmental values," Economics Working Papers 2017-03, Christian-Albrechts-University of Kiel, Department of Economics, revised 2018.
    11. Jonas Heckenhahn & Moritz A. Drupp, 2022. "Relative Price Changes of Ecosystem Services: Evidence from Germany," CESifo Working Paper Series 9656, CESifo.
    12. Czajkowski, Mikołaj & Ahtiainen, Heini & Artell, Janne & Meyerhoff, Jürgen, 2017. "Choosing a Functional Form for an International Benefit Transfer: Evidence from a Nine-country Valuation Experiment," Ecological Economics, Elsevier, vol. 134(C), pages 104-113.
    13. Hausman, Catherine & Stolper, Samuel, 2021. "Inequality, information failures, and air pollution," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    14. Moritz A. Drupp, 2018. "Limits to Substitution Between Ecosystem Services and Manufactured Goods and Implications for Social Discounting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(1), pages 135-158, January.
    15. Edward B. Barbier & Mikołaj Czajkowski & Nick Hanley, 2017. "Is the Income Elasticity of the Willingness to Pay for Pollution Control Constant?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 663-682, November.
    16. Kahn, Matthew E. & Walsh, Randall, 2015. "Cities and the Environment," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 405-465, Elsevier.
    17. Yamaguchi, Rintaro & Shah, Payal, 2020. "Spatial discounting of ecosystem services," Resource and Energy Economics, Elsevier, vol. 62(C).
    18. Maureen L. Cropper & Yongjoon Park, 2024. "Incorporating Air and Water Pollution into the National Income and Product Accounts," NBER Chapters, in: Measuring and Accounting for Environmental Public Goods: A National Accounts Perspective, National Bureau of Economic Research, Inc.
    19. Hermine Vedogbeton & Robert J. Johnston, 2020. "Commodity Consistent Meta-Analysis of Wetland Values: An Illustration for Coastal Marsh Habitat," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 835-865, April.
    20. Newbold, Stephen C. & Johnston, Robert J., 2020. "Valuing non-market valuation studies using meta-analysis: A demonstration using estimates of willingness-to-pay for water quality improvements," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).

    More about this item

    Keywords

    Inequality; WTP; Heterogeneously distributed public good; Spatial distribution; Benefit transfer; Forest ecosystem services;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:enreec:v:76:y:2020:i:2:d:10.1007_s10640-020-00423-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.