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Erschienen in: Environmental Management 3/2013

01.09.2013

Valuation of National Park System Visitation: The Efficient Use of Count Data Models, Meta-Analysis, and Secondary Visitor Survey Data

verfasst von: Christopher Neher, John Duffield, David Patterson

Erschienen in: Environmental Management | Ausgabe 3/2013

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Abstract

The National Park Service (NPS) currently manages a large and diverse system of park units nationwide which received an estimated 279 million recreational visits in 2011. This article uses park visitor data collected by the NPS Visitor Services Project to estimate a consistent set of count data travel cost models of park visitor willingness to pay (WTP). Models were estimated using 58 different park unit survey datasets. WTP estimates for these 58 park surveys were used within a meta-regression analysis model to predict average and total WTP for NPS recreational visitation system-wide. Estimated WTP per NPS visit in 2011 averaged $102 system-wide, and ranged across park units from $67 to $288. Total 2011 visitor WTP for the NPS system is estimated at $28.5 billion with a 95% confidence interval of $19.7–$43.1 billion. The estimation of a meta-regression model using consistently collected data and identical specification of visitor WTP models greatly reduces problems common to meta-regression models, including sample selection bias, primary data heterogeneity, and heteroskedasticity, as well as some aspects of panel effects. The article provides the first estimate of total annual NPS visitor WTP within the literature directly based on NPS visitor survey data.

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Literatur
Zurück zum Zitat Aiken R, LaRouche GP (2003) Net economic values for wildlife-related recreation in 2001. Report 2001–3, Division of Federal Aid, U.S. Fish and Wildlife Service, Washington DC Aiken R, LaRouche GP (2003) Net economic values for wildlife-related recreation in 2001. Report 2001–3, Division of Federal Aid, U.S. Fish and Wildlife Service, Washington DC
Zurück zum Zitat Almansa C, Martinez-Paz J (2011) What weight should be assigned to future environmental impacts? A probabilistic cost benefit analysis using recent advances on discounting. Sci Total Environ 409(2011):1305–1314CrossRef Almansa C, Martinez-Paz J (2011) What weight should be assigned to future environmental impacts? A probabilistic cost benefit analysis using recent advances on discounting. Sci Total Environ 409(2011):1305–1314CrossRef
Zurück zum Zitat Amoako-Tuffour J, Martínez-Espiñeira R (2012) Leisure and the net opportunity cost of travel time in recreation demand analysis: an application to Gros Morne National Park. J Appl Econ 15(1):25–49CrossRef Amoako-Tuffour J, Martínez-Espiñeira R (2012) Leisure and the net opportunity cost of travel time in recreation demand analysis: an application to Gros Morne National Park. J Appl Econ 15(1):25–49CrossRef
Zurück zum Zitat Bhat M (2003) Application of non-market valuation to the Florida Keys marine reserve management. J Environ Manage 67(4):315–325CrossRef Bhat M (2003) Application of non-market valuation to the Florida Keys marine reserve management. J Environ Manage 67(4):315–325CrossRef
Zurück zum Zitat Bishop R, Brown C, Welsh M, Boyle K (1989) Grand Canyon recreation and Glen Canyon dam operations: an economic evaluation. In: Boyle KJ, Heekin T (eds) Western regional research project W-133, benefits and costs in natural resource planning, interim report 2. Department of Agricultural and Resource Economics, University of Maine, Orono, pp 407–435 Bishop R, Brown C, Welsh M, Boyle K (1989) Grand Canyon recreation and Glen Canyon dam operations: an economic evaluation. In: Boyle KJ, Heekin T (eds) Western regional research project W-133, benefits and costs in natural resource planning, interim report 2. Department of Agricultural and Resource Economics, University of Maine, Orono, pp 407–435
Zurück zum Zitat Bowker J, English D, Donovan J (1996) Toward a value for guided rafting on southern rivers. J Agric Appl Econ 28(2):423–432 Bowker J, English D, Donovan J (1996) Toward a value for guided rafting on southern rivers. J Agric Appl Econ 28(2):423–432
Zurück zum Zitat Bowker J, Starbuck C, English D, Bergstrom J, Rosenberger R, McCollum D (2009) Estimating the net economic value of national forest recreation: an application of the national visitor use monitoring data base. Faculty Series Working Paper, FS 09-02. University of Georgia, Department of Agricultural and Applied Economics, Athens Bowker J, Starbuck C, English D, Bergstrom J, Rosenberger R, McCollum D (2009) Estimating the net economic value of national forest recreation: an application of the national visitor use monitoring data base. Faculty Series Working Paper, FS 09-02. University of Georgia, Department of Agricultural and Applied Economics, Athens
Zurück zum Zitat Cameron A, Trivedi P (1998) Regression analysis of count data. Cambridge University Press, CambridgeCrossRef Cameron A, Trivedi P (1998) Regression analysis of count data. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Christensen P (2003) Topics in meta-analysis: a literature survey. Institute of Transport Economics, Oslo Christensen P (2003) Topics in meta-analysis: a literature survey. Institute of Transport Economics, Oslo
Zurück zum Zitat Dillman D (2000) Mail and internet surveys—the tailored design method. Wiley, Hoboken Dillman D (2000) Mail and internet surveys—the tailored design method. Wiley, Hoboken
Zurück zum Zitat Dillman D (2007) Mail and internet surveys: 2nd edition, 2007 edition. Wiley, Hoboken Dillman D (2007) Mail and internet surveys: 2nd edition, 2007 edition. Wiley, Hoboken
Zurück zum Zitat Donovan G, Champ P (2009) The economic benefits of Elk viewing at the Jewell Meadows Wildlife Area in Oregon. Hum Dimens Wildl 2009:51–60CrossRef Donovan G, Champ P (2009) The economic benefits of Elk viewing at the Jewell Meadows Wildlife Area in Oregon. Hum Dimens Wildl 2009:51–60CrossRef
Zurück zum Zitat Duffield J, Neher C, Patterson D (2009) National park service benefit transfers data base: analysis and results. Report for Dr. Bruce Peacock. National Park Service Department of Environmental Quality, Fort Collins Duffield J, Neher C, Patterson D (2009) National park service benefit transfers data base: analysis and results. Report for Dr. Bruce Peacock. National Park Service Department of Environmental Quality, Fort Collins
Zurück zum Zitat Englin J, Shonkwiler J (1995a) Estimating social welfare using count data models: an application under conditions of endogenous stratification and truncation. Rev Econ Stat 1995:104–112CrossRef Englin J, Shonkwiler J (1995a) Estimating social welfare using count data models: an application under conditions of endogenous stratification and truncation. Rev Econ Stat 1995:104–112CrossRef
Zurück zum Zitat Englin J, Shonkwiller J (1995b) Modeling recreation demand in the presence of unobservable travel costs: toward a travel price model. J Environ Econ Manage 29(3):168–377CrossRef Englin J, Shonkwiller J (1995b) Modeling recreation demand in the presence of unobservable travel costs: toward a travel price model. J Environ Econ Manage 29(3):168–377CrossRef
Zurück zum Zitat Freund R, Littell R (1986) SAS system for regression, 1986th edn. SAS Institute Inc, Cary Freund R, Littell R (1986) SAS system for regression, 1986th edn. SAS Institute Inc, Cary
Zurück zum Zitat Glass GV (1976) Primary, secondary, and meta-analysis of research. Educ Resour 5(10):3–8 Glass GV (1976) Primary, secondary, and meta-analysis of research. Educ Resour 5(10):3–8
Zurück zum Zitat Hagerty D, Moeltner K (2005) Specification of driving costs in models of recreation demand. Land Econ 81(1):127–143 Hagerty D, Moeltner K (2005) Specification of driving costs in models of recreation demand. Land Econ 81(1):127–143
Zurück zum Zitat Hardner J, McKenney B (2006) The U.S. national park system: an economic asset at risk. Report for the National Parks Conservation Association, Washington DC Hardner J, McKenney B (2006) The U.S. national park system: an economic asset at risk. Report for the National Parks Conservation Association, Washington DC
Zurück zum Zitat Haspel A, Johnson F (1982) Multiple destination trip bias in recreation benefit estimation. Land Econ 58(3):364–372CrossRef Haspel A, Johnson F (1982) Multiple destination trip bias in recreation benefit estimation. Land Econ 58(3):364–372CrossRef
Zurück zum Zitat Heberling M, Templeton J (2009) Estimating the economic value of national parks with count data models using on-site, secondary data: the case of the Great Sand Dunes National Park and Preserve. Environ Manage 43:619–627CrossRef Heberling M, Templeton J (2009) Estimating the economic value of national parks with count data models using on-site, secondary data: the case of the Great Sand Dunes National Park and Preserve. Environ Manage 43:619–627CrossRef
Zurück zum Zitat Hellerstein D, Mendelsohn R (1993) A theoretical foundation for count data models. Am J Agric Econ 1993:604–611CrossRef Hellerstein D, Mendelsohn R (1993) A theoretical foundation for count data models. Am J Agric Econ 1993:604–611CrossRef
Zurück zum Zitat Kaval P, Loomis J (2003) Updated outdoor recreation use values with emphasis on national park recreation. National Park Service, Fort Collins Kaval P, Loomis J (2003) Updated outdoor recreation use values with emphasis on national park recreation. National Park Service, Fort Collins
Zurück zum Zitat Kling C (1989) A note on the welfare effects of omitting substitute prices and qualities from travel cost mode. Land Econ 65(3):290–296CrossRef Kling C (1989) A note on the welfare effects of omitting substitute prices and qualities from travel cost mode. Land Econ 65(3):290–296CrossRef
Zurück zum Zitat Kling C, Sexton R (1990) Bootstrapping in applied welfare analysis. Am J Agric Econ 72(2):406–418CrossRef Kling C, Sexton R (1990) Bootstrapping in applied welfare analysis. Am J Agric Econ 72(2):406–418CrossRef
Zurück zum Zitat Leggett C, Kleckner K, Boyle K, Duffield J, Mitchell R (2003) Social desirability bias in contingent valuation surveys administered through in-person interviews. Land Econ 79(4):561–565CrossRef Leggett C, Kleckner K, Boyle K, Duffield J, Mitchell R (2003) Social desirability bias in contingent valuation surveys administered through in-person interviews. Land Econ 79(4):561–565CrossRef
Zurück zum Zitat Liston-Heyes C, Heyes A (1999) Recreational benefits from the Dartmoor National Park. J Environ Manage 55(2):69–80CrossRef Liston-Heyes C, Heyes A (1999) Recreational benefits from the Dartmoor National Park. J Environ Manage 55(2):69–80CrossRef
Zurück zum Zitat Loomis J (2003) Travel cost demand model based river recreation benefit estimates with on-site and household surveys: comparative results and a correction procedure. Water Resour Res 39(4):1105CrossRef Loomis J (2003) Travel cost demand model based river recreation benefit estimates with on-site and household surveys: comparative results and a correction procedure. Water Resour Res 39(4):1105CrossRef
Zurück zum Zitat Loomis J (2005) Updated outdoor recreation use values on national forests and other public lands. USDA Forest Service Pacific Northwest Research Station, General Technical Report PNW-GTR-658 Loomis J (2005) Updated outdoor recreation use values on national forests and other public lands. USDA Forest Service Pacific Northwest Research Station, General Technical Report PNW-GTR-658
Zurück zum Zitat Markowski M, Unsworth R, Paterson R, Boyle K (1997) A database of sport fishing values, Industrial Economics Inc., Prepared for U.S. Fish and Wildlife Service, Washington, DC Markowski M, Unsworth R, Paterson R, Boyle K (1997) A database of sport fishing values, Industrial Economics Inc., Prepared for U.S. Fish and Wildlife Service, Washington, DC
Zurück zum Zitat Martínez-Espiñeira R, Amoako-Tuffour J (2008) Recreation demand analysis under truncation, overdispersion, and endogenous stratification: an application to Gros Morne National Park. J Environ Manage 88:1320–1332CrossRef Martínez-Espiñeira R, Amoako-Tuffour J (2008) Recreation demand analysis under truncation, overdispersion, and endogenous stratification: an application to Gros Morne National Park. J Environ Manage 88:1320–1332CrossRef
Zurück zum Zitat Martínez-Espiñeira R, Amoako-Tuffour J (2009) Multiple-destination and multi-purpose trip effects in the analysis of the demand for trips to a remote recreational site. Environ Manage 43(6):1146–1161CrossRef Martínez-Espiñeira R, Amoako-Tuffour J (2009) Multiple-destination and multi-purpose trip effects in the analysis of the demand for trips to a remote recreational site. Environ Manage 43(6):1146–1161CrossRef
Zurück zum Zitat McNair D (1993) RPA recreation values database.USDA Forest Service, RPA Program, Washington, DC; Contract 43-4568-3-1191 McNair D (1993) RPA recreation values database.USDA Forest Service, RPA Program, Washington, DC; Contract 43-4568-3-1191
Zurück zum Zitat Moeltner K, Woodward R (2009) Meta-functional benefit transfer for wetland valuation: making the most of small samples. Environ Resour Econ 42:89–108CrossRef Moeltner K, Woodward R (2009) Meta-functional benefit transfer for wetland valuation: making the most of small samples. Environ Resour Econ 42:89–108CrossRef
Zurück zum Zitat Nelson JP, Kennedy PE (2008) The use (and abuse) of meta-analysis in environmental and resource economics: an assessment. Working paper. Department of Economics, Penn State University, University Park Nelson JP, Kennedy PE (2008) The use (and abuse) of meta-analysis in environmental and resource economics: an assessment. Working paper. Department of Economics, Penn State University, University Park
Zurück zum Zitat Ovaskainen V, Neuvonen M, Pouta E (2012) Modelling recreation demand with respondent-reported driving cost and stated cost of travel time: a Finnish case. J For Econ 18(4):303–317 Ovaskainen V, Neuvonen M, Pouta E (2012) Modelling recreation demand with respondent-reported driving cost and stated cost of travel time: a Finnish case. J For Econ 18(4):303–317
Zurück zum Zitat Phillips C (2003) Quantifying and reporting uncertainty from systematic errors. Epidemiology 14(4):459–466 Phillips C (2003) Quantifying and reporting uncertainty from systematic errors. Epidemiology 14(4):459–466
Zurück zum Zitat Richardson R, Loomis J (2005) Climate change and recreational benefits in an Alpine National Park. J Leis Res 37:307–320 Richardson R, Loomis J (2005) Climate change and recreational benefits in an Alpine National Park. J Leis Res 37:307–320
Zurück zum Zitat Rosenthal D (1987) The necessity for substitute prices in recreation demand analyses. Am J Agric Econ 69(4):828–837CrossRef Rosenthal D (1987) The necessity for substitute prices in recreation demand analyses. Am J Agric Econ 69(4):828–837CrossRef
Zurück zum Zitat SAS Institute Inc. (2008) SAS/STAT 9.2 users guide. SAS Institute, Inc., Cary SAS Institute Inc. (2008) SAS/STAT 9.2 users guide. SAS Institute, Inc., Cary
Zurück zum Zitat Shaw D (1988) On-site samples regression: problems of non-negative integers, truncation and endogenous stratification. J Econ 1988:211–223 Shaw D (1988) On-site samples regression: problems of non-negative integers, truncation and endogenous stratification. J Econ 1988:211–223
Zurück zum Zitat Smith VK, Kaoru Y (1990) Signals or noise? Explaining the variation in recreation benefit estimates. Am J Agric Econ 72(2):419–433CrossRef Smith VK, Kaoru Y (1990) Signals or noise? Explaining the variation in recreation benefit estimates. Am J Agric Econ 72(2):419–433CrossRef
Zurück zum Zitat Sorg C, Loomis J (1984) Empirical estimates of amenity forest values: a comparative review. General Technical Report RM-107, Rocky Mountain Forest and Range Experiment Station, Forest Service, U.S. Department of Agriculture, Fort Collins Sorg C, Loomis J (1984) Empirical estimates of amenity forest values: a comparative review. General Technical Report RM-107, Rocky Mountain Forest and Range Experiment Station, Forest Service, U.S. Department of Agriculture, Fort Collins
Zurück zum Zitat Stanley TD, Jarrell S (1989) Meta-regression analysis: a quantitative method of literature surveys. J Econ Surv 19(3):299–308 Stanley TD, Jarrell S (1989) Meta-regression analysis: a quantitative method of literature surveys. J Econ Surv 19(3):299–308
Zurück zum Zitat Stapler R, Johnston R (2009) Meta-analysis, benefit transfer, and methodological covariates: implications for transfer error. Environ Resour Econ 42:227–246CrossRef Stapler R, Johnston R (2009) Meta-analysis, benefit transfer, and methodological covariates: implications for transfer error. Environ Resour Econ 42:227–246CrossRef
Zurück zum Zitat U.S. Department of the Interior (1995) The national parks: index 1995. National Park Service, Washington U.S. Department of the Interior (1995) The national parks: index 1995. National Park Service, Washington
Zurück zum Zitat Vose D (2002) Risk analysis: a quantitative guide, 2nd edn. Wiley, London Vose D (2002) Risk analysis: a quantitative guide, 2nd edn. Wiley, London
Zurück zum Zitat Walsh R, Johnson D, McKean J (1988) Review of outdoor recreation demand studies with nonmarket benefit estimates, 1968–1988. Technical Report 54, Colorado Water Resources Research Institute, Colorado State University, Fort Collins Walsh R, Johnson D, McKean J (1988) Review of outdoor recreation demand studies with nonmarket benefit estimates, 1968–1988. Technical Report 54, Colorado Water Resources Research Institute, Colorado State University, Fort Collins
Zurück zum Zitat Walsh R, Johnson D, McKean J (1992) Benefit transfer of outdoor recreation demand studies, 1968–1988. Water Resour Res 28(1992):707–713CrossRef Walsh R, Johnson D, McKean J (1992) Benefit transfer of outdoor recreation demand studies, 1968–1988. Water Resour Res 28(1992):707–713CrossRef
Zurück zum Zitat Ward F, Loomis J (1986) The travel cost demand model as an environmental policy assessment tool: a review of literature. West J Agric Econ 11(2):164–178 Ward F, Loomis J (1986) The travel cost demand model as an environmental policy assessment tool: a review of literature. West J Agric Econ 11(2):164–178
Zurück zum Zitat White H (1980) A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity. Econometrica 48(4):817–838CrossRef White H (1980) A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity. Econometrica 48(4):817–838CrossRef
Metadaten
Titel
Valuation of National Park System Visitation: The Efficient Use of Count Data Models, Meta-Analysis, and Secondary Visitor Survey Data
verfasst von
Christopher Neher
John Duffield
David Patterson
Publikationsdatum
01.09.2013
Verlag
Springer US
Erschienen in
Environmental Management / Ausgabe 3/2013
Print ISSN: 0364-152X
Elektronische ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-013-0080-2

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