IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v107y2021ics0095069621000255.html
   My bibliography  Save this article

The impact of production network economies on spatially-contiguous conservation– Theoretical model with evidence from the U.S. Prairie Pothole Region

Author

Listed:
  • Arora, Gaurav
  • Feng, Hongli
  • Hennessy, David A.
  • Loesch, Charles R.
  • Kvas, Susan

Abstract

This paper examines the impact of production network economies on designing cost-effective conservation targeting strategies. We first develop a theoretical model to study the decision to convert land from an extensive (or biodiversity-friendly) use to an intensive use (e.g., crop agriculture) in the presence of network economies in land use returns. The model supports the possibility of multiple land use equilibria due to network economies and identifies policy outcomes that increase welfare. Bandwagon effects can occur whereby spatial production spillovers from lands under intensive use can prompt further conversions on proximate lands under extensive use. Conversely, conservation sites can be placed strategically to block conversion cascades. Lands that support moderate ecological benefits but have strong intensive use potential are desirable conservation targets when these preempt conversion cascades, which is in contrast with the conservation strategies that aim to maximize ecological benefits per unit cost. When network economies exist in land use returns as well as in ecological benefits, a Pigouvian subsidy is shown to favor extensive land cover while a subsidy payment upon preservation of adjacent lands can tilt incentives in favor of either land use. We illustrate our findings with landscape-level simulations calibrated to the U.S. Prairie Pothole Region (PPR). Finally, we estimate grassland conversion hazard by employing satellite imagery to provide statistical evidence for land use network economies in the PPR.

Suggested Citation

  • Arora, Gaurav & Feng, Hongli & Hennessy, David A. & Loesch, Charles R. & Kvas, Susan, 2021. "The impact of production network economies on spatially-contiguous conservation– Theoretical model with evidence from the U.S. Prairie Pothole Region," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
  • Handle: RePEc:eee:jeeman:v:107:y:2021:i:c:s0095069621000255
    DOI: 10.1016/j.jeem.2021.102442
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069621000255
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2021.102442?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. Joseph Farrell & Garth Saloner, 1985. "Standardization, Compatibility, and Innovation," RAND Journal of Economics, The RAND Corporation, vol. 16(1), pages 70-83, Spring.
    2. Thomas Coisnon & Walid Oueslati & Julien Salanié, 2013. "Spatial targeting of agri-environmental policy and urban development," Post-Print halshs-00949730, HAL.
    3. Wang, Tong & Luri, Moses & Janssen, Larry & Hennessy, David A. & Feng, Hongli & Wimberly, Michael C. & Arora, Gaurav, 2017. "Determinants of Motives for Land Use Decisions at the Margins of the Corn Belt," Ecological Economics, Elsevier, vol. 134(C), pages 227-237.
    4. Wanhong Yang & Madhu Khanna & Richard Farnsworth, 2005. "Effectiveness of Conservation Programs in Illinois and Gains from Targeting," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1248-1255.
    5. Claudia N. Berg & Brian Blankespoor & Harris Selod, 2018. "Roads and Rural Development in Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 54(5), pages 856-874, May.
    6. Philemon Kiprono & Tomoya Matsumoto, 2018. "Roads and farming: the effect of infrastructure improvement on agricultural intensification in South-Western Kenya," Agrekon, Taylor & Francis Journals, vol. 57(3-4), pages 198-220, October.
    7. Jacob R. Fooks & Nathaniel Higgins & Kent D. Messer & Joshua M. Duke & Daniel Hellerstein & Lori Lynch, 2016. "Conserving Spatially Explicit Benefits in Ecosystem Service Markets: Experimental Tests of Network Bonuses and Spatial Targeting," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 468-488.
    8. Banerjee, Simanti & Cason, Timothy N. & de Vries, Frans P. & Hanley, Nick, 2017. "Transaction costs, communication and spatial coordination in Payment for Ecosystem Services Schemes," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 68-89.
    9. Hoyt Bleakley & Jeffrey Lin, 2012. "Portage and Path Dependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 587-644.
    10. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    11. Zipp, Katherine Y. & Lewis, David J. & Provencher, Bill, 2017. "Does the conservation of land reduce development? An econometric-based landscape simulation with land market feedbacks," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 19-37.
    12. Avinash Dixit, 2003. "Clubs with Entrapment," American Economic Review, American Economic Association, vol. 93(5), pages 1824-1829, December.
    13. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    14. Dominic P. Parker & Walter N. Thurman, 2019. "Private Land Conservation and Public Policy: Land Trusts, Land Owners, and Conservation Easements," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 337-354, October.
    15. Parkhurst, Gregory M. & Shogren, Jason F. & Bastian, Chris & Kivi, Paul & Donner, Jennifer & Smith, Rodney B. W., 2002. "Agglomeration bonus: an incentive mechanism to reunite fragmented habitat for biodiversity conservation," Ecological Economics, Elsevier, vol. 41(2), pages 305-328, May.
    16. Sabbadin, Régis & Spring, Danny & Rabier, Charles-Elie, 2007. "Dynamic reserve site selection under contagion risk of deforestation," Ecological Modelling, Elsevier, vol. 201(1), pages 75-81.
    17. Eyal Winter, 2006. "Optimal incentives for sequential production processes," RAND Journal of Economics, RAND Corporation, vol. 37(2), pages 376-390, June.
    18. Brock, William A. & Durlauf, Steven N., 2007. "Identification of binary choice models with social interactions," Journal of Econometrics, Elsevier, vol. 140(1), pages 52-75, September.
    19. Wang, Tong & Ayesh, Abubakr & Hennessy, David & Feng, Hongli, 2018. "Cropland Reflux: Trends In and Locations of Land Use Change in the Dakotas, 2007 to 2012 and 2012 to 2017," Bulletin 274938, South Dakota State University, Agricultural Experiment Station.
    20. Thomas, Laine & Reyes, Eric M., 2014. "Tutorial: Survival Estimation for Cox Regression Models with Time-Varying Coe?cients Using SAS and R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 61(c01).
    21. Thomas J. Holmes & Sanghoon Lee, 2012. "Economies of Density versus Natural Advantage: Crop Choice on the Back Forty," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 1-19, February.
    22. Lori Lynch & Xiangping Liu, 2007. "Impact of Designated Preservation Areas on Rate of Preservation and Rate of Conversion: Preliminary Evidence," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1205-1210.
    23. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    24. Hite, Diane & Sohngen, Brent & Templeton, Josh, 2003. "Zoning, Development Timing, and Agricultural Land Use at the Suburban Fringe: A Competing Risks Approach," Agricultural and Resource Economics Review, Cambridge University Press, vol. 32(1), pages 145-157, April.
    25. Federico Echenique, 2003. "Mixed equilibria in games of strategic complementarities," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 22(1), pages 33-44, August.
    26. Gregory M. Parkhurst & Jason F. Shogren, 2008. "Smart Subsidies for Conservation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1192-1200.
    27. Paul Dorosh & Hyoung Gun Wang & Liangzhi You & Emily Schmidt, 2012. "Road connectivity, population, and crop production in Sub‐Saharan Africa," Agricultural Economics, International Association of Agricultural Economists, vol. 43(1), pages 89-103, January.
    28. Brian Roe & Elena G. Irwin & Jeff S. Sharp, 2002. "Pigs in Space: Modeling the Spatial Structure of Hog Production in Traditional and Nontraditional Production Regions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 259-278.
    29. Nick Hanley & Simanti Banerjee & Gareth D. Lennox & Paul R. Armsworth, 2012. "How should we incentivize private landowners to ‘produce’ more biodiversity?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 28(1), pages 93-113, Spring.
    30. Grout, Cyrus A., 2009. "Incentives for Spatially Coordinated Land Conservation: A Conditional Agglomeration Bonus Mechanism," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49328, Agricultural and Applied Economics Association.
    31. Echenique, Federico & Edlin, Aaron, 2004. "Mixed equilibria are unstable in games of strategic complements," Journal of Economic Theory, Elsevier, vol. 118(1), pages 61-79, September.
    32. Hennessy, David A., 2008. "Biosecurity incentives, network effects, and entry of a rapidly spreading pest," Ecological Economics, Elsevier, vol. 68(1-2), pages 230-239, December.
    33. Adina M. Merenlender, 2006. "Habitat and Open Space at Risk of Land-Use Conversion: Targeting Strategies for Land Conservation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 28-42.
    34. Grout, Cyrus A., 2009. "Incentives for Spatially Coordinated Land Conservation: A Conditional Agglomeration Bonus," Western Economics Forum, Western Agricultural Economics Association, vol. 8(2), pages 1-9.
    35. Nancy E. Bockstael, 1996. "Modeling Economics and Ecology: The Importance of a Spatial Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1168-1180.
    36. Augustynczik, Andrey Lessa Derci & Yousefpour, Rasoul & Rodriguez, Luiz Carlos Estraviz & Hanewinkel, Marc, 2018. "Conservation Costs of Retention Forestry and Optimal Habitat Network Selection in Southwestern Germany," Ecological Economics, Elsevier, vol. 148(C), pages 92-102.
    37. Parkhurst, Gregory M. & Shogren, Jason F., 2007. "Spatial incentives to coordinate contiguous habitat," Ecological Economics, Elsevier, vol. 64(2), pages 344-355, December.
    38. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    39. Lawley, Chad & Yang, Wanhong, 2015. "Spatial interactions in habitat conservation: Evidence from prairie pothole easements," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 71-89.
    40. Panchalingam, Thadchaigeni & Jones Ritten, Chian & Shogren, Jason F. & Ehmke, Mariah D. & Bastian, Christopher T. & Parkhurst, Gregory M., 2019. "Adding realism to the Agglomeration Bonus: How endogenous land returns affect habitat fragmentation," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    41. Drechsler, Martin & Wätzold, Frank & Johst, Karin & Shogren, Jason F., 2010. "An agglomeration payment for cost-effective biodiversity conservation in spatially structured landscapes," Resource and Energy Economics, Elsevier, vol. 32(2), pages 261-275, April.
    42. Federico Echenique & Aaron Edlin, 2001. "Mixed Equilibria in Games of Strategic Complements are Unstable," Levine's Working Paper Archive 563824000000000161, David K. Levine.
    43. Claassen, Roger & Carriazo, Fernando & Cooper, Joseph C. & Hellerstein, Daniel & Ueda, Kohei, 2011. "Grassland to Cropland Conversion in the Northern Plains: The Role of Crop Insurance, Commodity, and Disaster Programs," Economic Research Report 262239, United States Department of Agriculture, Economic Research Service.
    44. Thomas Coisnon & Walid Oueslati & Julien Salanié, 2014. "Spatial targeting of agri-environmental policies and urban development," Post-Print halshs-00981563, HAL.
    45. Irwin, Elena G. & Bockstael, Nancy E., 2004. "Land use externalities, open space preservation, and urban sprawl," Regional Science and Urban Economics, Elsevier, vol. 34(6), pages 705-725, November.
    46. Vives, Xavier, 1990. "Nash equilibrium with strategic complementarities," Journal of Mathematical Economics, Elsevier, vol. 19(3), pages 305-321.
    47. Hite, Diane & Sohngen, Brent & Templeton, Josh, 2003. "Zoning, Development Timing, and Agricultural Land Use at the Suburban Fringe: A Competing Risks Approach," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 32(1), pages 153-153, April.
    48. Zhaoyang Liu & Jintao Xu & Xiaojun Yang & Qin Tu & Nick Hanley & Andreas Kontoleon, 2019. "Performance of Agglomeration Bonuses in Conservation Auctions: Lessons from a Framed Field Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 843-869, July.
    49. Shimoji, Makoto & Watson, Joel, 1998. "Conditional Dominance, Rationalizability, and Game Forms," Journal of Economic Theory, Elsevier, vol. 83(2), pages 161-195, December.
    50. Cowan, Robin & Gunby, Philip, 1996. "Sprayed to Death: Path Dependence, Lock-In and Pest Control Strategies," Economic Journal, Royal Economic Society, vol. 106(436), pages 521-542, May.
    51. Miao, Ruiqing & Hennessy, David A. & Feng, Hongli, 2016. "Grassland Easement Evaluation and Acquisition: an Integrated Framework," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236176, Agricultural and Applied Economics Association.
    52. Nancy Bockstael, 2008. "An Empirical Examination of the Timing of Land Conversions in the Presence of Farmland Preservation Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 613-626.
    53. Donald M. Topkis, 1978. "Minimizing a Submodular Function on a Lattice," Operations Research, INFORMS, vol. 26(2), pages 305-321, April.
    54. Cowan, Robin, 1991. "Tortoises and Hares: Choice among Technologies of Unknown Merit," Economic Journal, Royal Economic Society, vol. 101(407), pages 801-814, July.
    55. Rebecca Lewis & Gerrit-Jan Knaap, 2012. "Targeting Spending for Land Conservation," Journal of the American Planning Association, Taylor & Francis Journals, vol. 78(1), pages 34-52.
    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. François Bareille & Matteo Zavalloni & Davide Viaggi, 2023. "Agglomeration bonus and endogenous group formation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 76-98, January.
    2. Che, Yuyuan & Feng, Hongli & Hennessy, David, 2021. "Assessing Peer Effects and Subsidy Impacts in Technology Adoption: Application to Grazing Management Choices with Farm Survey Data," 2021 Conference, August 17-31, 2021, Virtual 315123, International Association of Agricultural Economists.
    3. Hongli Feng & Tong Wang & David A. Hennessy & Gaurav Arora, 2022. "Over-Perception about Land Use Changes: Assessing Empirical Evidence and Linkage with Decisions and Motivated Beliefs," Land Economics, University of Wisconsin Press, vol. 98(2), pages 254-273.
    4. Sergei Schaub & Jaboury Ghazoul & Robert Huber & Wei Zhang & Adelaide Sander & Charles Rees & Simanti Banerjee & Robert Finger, 2023. "The role of behavioural factors and opportunity costs in farmers' participation in voluntary agri‐environmental schemes: A systematic review," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(3), pages 617-660, September.
    5. Wilcox, Steven W. & Just, David R. & Gomez, Miguel I. & Lin Lawell, C. Y. Cynthia & Grab, Heather, 2023. "To (Rent) Bees or Not to (Rent) Bees? An Examination of the Farmer's Question," 2023 Annual Meeting, July 23-25, Washington D.C. 335769, Agricultural and Applied Economics Association.

    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. Nguyen, Chi & Latacz-Lohmann, Uwe & Hanley, Nick & Schilizzi, Steven & Iftekhar, Sayed, 2022. "Spatial Coordination Incentives for landscape-scale environmental management: A systematic review," Land Use Policy, Elsevier, vol. 114(C).
    2. Arora, Gaurav, 2017. "Studies on factors affecting the evolution of agroecosystems in the Dakotas," ISU General Staff Papers 201701010800006258, Iowa State University, Department of Economics.
    3. Shimada, Hideki, 2020. "Do monetary rewards for spatial coordination enhance participation in a forest incentive program?," Ecological Economics, Elsevier, vol. 177(C).
    4. Lawley, Chad & Yang, Wanhong, 2015. "Spatial interactions in habitat conservation: Evidence from prairie pothole easements," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 71-89.
    5. Nguyen, Chi & Latacz-Lohmann, Uwe, 2023. "Assessing the performance of agglomeration bonus in budget-constrained conservation auctions," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334544, Agricultural Economics Society - AES.
    6. Drechsler, Martin, 2023. "Ecological and economic trade-offs between amount and spatial aggregation of conservation and the cost-effective design of coordination incentives," Ecological Economics, Elsevier, vol. 213(C).
    7. Kuhfuss, Laure & Préget, Raphaële & Thoyer, Sophie & de Vries, Frans P. & Hanley, Nick, 2022. "Enhancing spatial coordination in payment for ecosystem services schemes with non-pecuniary preferences," Ecological Economics, Elsevier, vol. 192(C).
    8. Kathleen P. Bell & Timothy J. Dalton, 2007. "Spatial Economic Analysis in Data‐Rich Environments," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 487-501, September.
    9. Panchalingam, Thadchaigeni & Jones Ritten, Chian & Shogren, Jason F. & Ehmke, Mariah D. & Bastian, Christopher T. & Parkhurst, Gregory M., 2019. "Adding realism to the Agglomeration Bonus: How endogenous land returns affect habitat fragmentation," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    10. Zhaoyang Liu & Jintao Xu & Xiaojun Yang & Qin Tu & Nick Hanley & Andreas Kontoleon, 2019. "Performance of Agglomeration Bonuses in Conservation Auctions: Lessons from a Framed Field Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 843-869, July.
    11. Liu, Zhaoyang & Banerjee, Simanti & Cason, Timothy N. & Hanley, Nick & Liu, Qi & Xu, Jintao & Kontoleon, Andreas, 2023. "Spatially Coordinated Conservation Auctions: A Framed Field Experiment Focusing on Farmland Wildlife Conservation in China," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334572, Agricultural Economics Society - AES.
    12. Wang, Haoluan, 2017. "Land Conservation for Open Space: The Impact of Neighbors and the Natural Environment," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258125, Agricultural and Applied Economics Association.
    13. François Bareille & Matteo Zavalloni & Davide Viaggi, 2023. "Agglomeration bonus and endogenous group formation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 76-98, January.
    14. Banerjee, Simanti & Cason, Timothy N. & de Vries, Frans P. & Hanley, Nick, 2017. "Transaction costs, communication and spatial coordination in Payment for Ecosystem Services Schemes," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 68-89.
    15. Carson Reeling & Leah H. Palm-Forster & Richard T. Melstrom, 2019. "Policy Instruments and Incentives for Coordinated Habitat Conservation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 791-813, July.
    16. Ward, Patrick S. & Mapemba, Lawrence & Bell, Andrew R., 2021. "Smart subsidies for sustainable soils: Evidence from a randomized controlled trial in southern Malawi," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    17. Ward, Patrick S. & Bell, Andrew R. & Droppelmann, Klaus & Benton, Tim G., 2018. "Early adoption of conservation agriculture practices: Understanding partial compliance in programs with multiple adoption decisions," Land Use Policy, Elsevier, vol. 70(C), pages 27-37.
    18. Laure Kuhfuss & Raphaële Préget & Sophie Thoyer & Frans P. de Vries & Nick Hanley, 2017. "Nudging Participation and Spatial Agglomeration in Payment for Environmental Service Schemes," Discussion Papers in Environment and Development Economics 2017-11, University of St. Andrews, School of Geography and Sustainable Development.
    19. Gregory M. Parkhurst & Jason F. Shogren & Thomas Crocker, 2016. "Tradable Set-Aside Requirements (TSARs): Conserving Spatially Dependent Environmental Amenities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(4), pages 719-744, April.
    20. Steven N. Durlauf, 2005. "Complexity and Empirical Economics," Economic Journal, Royal Economic Society, vol. 115(504), pages 225-243, June.

    More about this item

    Keywords

    Bandwagon effects; Conservation mechanisms; Land use cascades; Network economies; Production spillovers; Spatial topology; Satellite data; Waterfowl conservation;
    All these keywords.

    JEL classification:

    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics
    • H4 - Public Economics - - Publicly Provided Goods
    • D23 - Microeconomics - - Production and Organizations - - - Organizational Behavior; Transaction Costs; Property Rights

    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:eee:jeeman:v:107:y:2021:i:c:s0095069621000255. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    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.