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Ecological Settings and State Economies as Factor Inputs in the Provision of Outdoor Recreation

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Abstract

State parks play a substantial role in the provision of outdoor recreation opportunities within the United States. Park operators must make crucial decisions in how they allocate capital expenditures, labor, and parkland to maintain recreation opportunities. Their decisions are influenced, in part, by the ecological characteristics of their state’s park system as well as the vitality of their state’s economy. In this research, we incorporate the characteristics of states’ ecosystems and their local economies into a formal production analysis of the states’ park systems from the years 1986 to 2011. Our analysis revealed all three factors of production were positive and inelastic. Expenditures on labor had the largest effect on both park utilization and operational expenditures. Our analysis also found a large degree of variability in the effects of ecological characteristics on both utilization and operating expenditures. Parkland utilization and operational expenditures were more elastic in areas such as Oceania and Mediterranean California relative to other ecological regions. These findings lead us to conclude that state park operators will experience variable levels of difficulty in both accommodating increasing demands for recreation from state parks and maintaining the existing quality of outdoor recreation provided within their system.

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Notes

  1. Outdoor recreation is defined as experiences that result from recreational activities occurring in natural environments (Moore and Driver 2005).

  2. Areas include all parks, recreation areas, natural areas, historical areas, environmental education areas, scientific areas, forests, fish and wildlife areas, and other undesignated areas managed within SPS. There is considerable heterogeneity in the types of areas managed across the 50 SPS (see Leung and others 2013 for detailed statistics on each system).

  3. By production analysis, we refer simply to the analysis of one or more outputs for all combination of inputs (Chambers 1988).

  4. We define park utilization as the amount of outdoor recreation opportunities that a SPS is producing for visitor consumption. We also define operating expenditures as the amount of money that operators spend in producing outdoor recreation opportunities. Operating expenditures exclude fixed capital expenditures (e.g., land acquisition and park construction).

  5. We assume the annual visits to the park systems are of constant average quality. Even though, we know that the park systems must fulfill mandates to serve all users, and therefore operators are more likely to vary the quality of services and not as likely to ration the number of users to maintain service quality.

  6. However, some state commissions, such as those in Oregon and Washington, are tasked with providing outdoor recreation through their SPS in a coordinated manner.

  7. Since the coincident index is a leading indicator, we lag the index 1 year to coincide more closely with the tax revenue receipts that fund state government operations.

  8. A generalized Hausman specification test of the two response equations rejected the null that the coefficients were similar (χ 2 = 789.42) (Cameron and Trivedi 2009, p. 427).

References

  • Burns M, Walsh C (1981) Market provision of price-excludable public goods: a general analysis. J Political Econ 89(1):166–191

    Article  Google Scholar 

  • Cameron A, Trivedi P (2009) Microeconometrics using Stata, revised edition. Stata Press, College Station

    Google Scholar 

  • Chambers RG (1988) Applied production analysis: a dual approach. Cambridge University Press, Cambridge

    Google Scholar 

  • Davis S (2008) Preservation, resource extraction, and recreation on public lands: a view from the states. Nat Resour J 48:303–352

    Google Scholar 

  • Greene W (2008) The econometric approach to efficiency analysis. In: Fried H, Lovell K, Schmidt S (eds) The measurement of productive efficiency and productivity growth, Chap. 2. Oxford University Press, Oxford

    Google Scholar 

  • Landrum NC (2004) The state park movement in America: a critical review. University of Missouri Press, Columbia

    Google Scholar 

  • Lester JP, Lombard EN (1990) The comparative analysis of state environmental policy. Nat Resour J 30:301–319

    Google Scholar 

  • Leung YF, Siderelis C, Miller A (2013) Statistical report of state park operations: 2011–2012. Department of Parks, Recreation and Tourism Management, Raleigh

    Google Scholar 

  • Lowry WR (1992) The dimensions of federalism: state governments and pollution control policies. Duke University Press, Durham

    Google Scholar 

  • Moore RL, Driver BL (2005) Introduction to outdoor recreation: providing and managing natural resource based opportunities. Venture, State College

    Google Scholar 

  • NASPD (2012) Statistical reports of state park operations, Annual Information Exchange (AIX) (FY 1984–FY 2011). National Association of State Park Directors, Raleigh

    Google Scholar 

  • Pearce DW (1995) The MIT dictionary of modern economics, 4th edn. The MIT Press, Cambridge

    Google Scholar 

  • Philadelphia Federal Reserve Bank (2012) http://www.philadelphiafed.org/research-and-data/regional-economy/indexes/coincident/. Accessed Feb 2012

  • Ringquist EJ (1993) Environmental protection at the state level: politics and progress in controlling pollution. M.E. Sharpe, Armonk

    Google Scholar 

  • Seneca J, Cicchetti C (1969) User response in outdoor recreation: a production analysis. J Leisure Res 1(2):238–245

    Google Scholar 

  • Shinkle D (2011) National conference of state legislatures. http://www.ncsl.org/issues-research/env-res/parks-in-peril.aspx. Accessed Jan 2012

  • Siderelis C, Moore RL, Leung Y, Smith JW (2012) A nationwide production analysis of state park attendance in the United States. J Environ Manag 99:18–26

    Article  Google Scholar 

  • Siikamäki J (2012a) Contributions of the US state park system to nature recreation. Proc Natl Acad Sci 108(34):14031–14036

    Article  Google Scholar 

  • Siikamäki J (2012b) State parks assessing their benefits. Resources 179:28–33

    Google Scholar 

  • Skog K, Bergstrom J, Hill E, Cordell K (2010) Criterion 6, indicator 34: value of capital investment and annual expenditure in forest management, wood and non-wood product industries, forest-based environmental services, recreation, and tourism. Research Note FPL-RN-0320. Department of Agriculture, Forest Service, Forest Products Laboratory, Madison, p 12

  • StataCorp (2009) Stata: Release 11 [statistical software]. StataCorp LP, College Station

    Google Scholar 

  • US Department of Labor, Bureau of Labor Statistics (2012) PPI databases. http://www.bls.gov/ppi/#tables. Accessed Feb 2012

  • US Environmental Protection Agency (2012) Ecoregions of North America. http://www.epa.gov/wed/pages/ecoregions/na_eco.htm#LevelI. Accessed 24 May 2012

  • Walls M (2009) Parks and recreation in the United States: state park systems. Resources for the Future, Washington, DC

    Google Scholar 

  • Ward RB (2011) December. State revenues in an era of fundamental change. Presentation at the Lincoln Institute of Land Policy/New England Public Policy Center, Federal Reserve Bank of Boston, Boston, MA. http://www.rockinst.org/government_finance/fiscal_trends.aspx. Accessed May 2012

  • Wooldridge J (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge

    Google Scholar 

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Acknowledgments

The National Association of State Park Directors supported this research. We thank Dr. Yu-Fai Leung and his staff for supplying the Annual Information Exchange (AIX) database and suggesting the possible exogenous influences of ecological regions on attendance.

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Correspondence to Jordan W. Smith.

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Siderelis, C., Smith, J.W. Ecological Settings and State Economies as Factor Inputs in the Provision of Outdoor Recreation. Environmental Management 52, 699–711 (2013). https://doi.org/10.1007/s00267-013-0083-z

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