Multi-Destination and Multi-Purpose Trip Effects in the Analysis of the Demand for Trips to a Remote Recreational Site

One of the basic assumptions of the travel cost method for recreational demand analysis is that the travel cost is always incurred for a single purpose recreational trip. Several studies have skirted around the issue with simplifying assumptions and dropping observations considered as nonconventional holiday-makers or as nontraditional visitors from the sample. The effect of such simplifications on the benefit estimates remains conjectural. Given the remoteness of notable recreational parks, multi-destination or multi-purpose trips are not uncommon. This article examines the consequences of allocating travel costs to a recreational site when some trips were taken for purposes other than recreation and/or included visits to other recreational sites. Using a multi-purpose weighting approach on data from Gros Morne National Park, Canada, we conclude that a proper correction for multi-destination or multi-purpose trip is more of what is needed to avoid potential biases in the estimated effects of the price (travel-cost) variable and of the income variable in the trip generation equation.

[1]  Daniel R. Fesenmaier,et al.  Multidestination Pleasure Travel Patterns: Empirical Evidence from the American Travel Survey , 2003 .

[2]  John B. Loomis,et al.  The Travel Cost Demand Model as an Environmental Policy Assessment Tool: A Review of Literature , 1986 .

[3]  J. Bowker,et al.  Nonmarket economic user values of the Florida Keys/Key West , 1997 .

[4]  S. Shaikh,et al.  Recreation Demand Choices and Revealed Values of Leisure Time , 2004 .

[5]  R. Martínez-Espiñeira,et al.  Travel cost demand model based river recreation benefit estimates with on‐site and household surveys: Comparative results and a correction procedure—Reevaluation , 2006 .

[6]  J. Kennedy ‘A travel cost analysis of the value of Carnarvon Gorge National Park for recreational use’: comment , 1998 .

[7]  R. G. Walsh,et al.  Review of outdoor recreation economic demand studies with nonmarket benefit estimates, 1968-1988 , 2007 .

[8]  D. Larson Separability and the Shadow Value of Leisure Time , 1993 .

[9]  R. Martínez-Espiñeira,et al.  Comparing Recreation Benefits from On-Site versus Household Surveys in Count Data Travel Cost Demand Models with Overdispersion , 2008 .

[10]  K. McConnell Household Labor Market Choices and the Demand for Recreation , 1999 .

[11]  R. Shrestha,et al.  Value of recreational fishing in the Brazilian Pantanal: a travel cost analysis using count data models , 2002 .

[12]  R. Martínez-Espiñeira,et al.  Recreation demand analysis under truncation, overdispersion, and endogenous stratification: an application to Gros Morne National Park. , 2008, Journal of environmental management.

[13]  Pravin K. Trivedi,et al.  Excess Zeros in Count Models for Recreational Trips , 1996 .

[14]  K. McConnell,et al.  Valuing Environmental and Natural Resources , 2002 .

[15]  Charles D. Kolstad,et al.  Spatial environmental and resource economics : selected essays of Charles D. Kolstad , 2000 .

[16]  Robert J. Smith The Evaluation of Recreation Benefits: the Clawson Method in Practice , 1971 .

[17]  John Curtis Estimating the Demand for Salmon Angling in Ireland , 2002 .

[18]  K. Chakraborty,et al.  Estimating the Recreation Demand and Economic Value of Mountain Biking in Moab, Utah: An Application of Count Data Models , 2000 .

[19]  A. Haspel,et al.  Multiple Destination Trip Bias in Recreation Benefit Estimation , 1982 .

[20]  J. Loomis,et al.  The economic benefits of mountain biking at one of its meccas: an application of the travel cost method to mountain biking in Moab, Utah. , 1997 .

[21]  Pravin K. Trivedi,et al.  Regression Analysis of Count Data: Preface , 1998 .

[22]  Wiktor L. Adamowicz,et al.  Statistical Properties of Welfare Measures from Count-Data Models of Recreation Demand , 1993 .

[23]  F. Ward,et al.  Valuing Nature With Travel Cost Models: A Manual , 2000 .

[24]  C. Liston-Heyes,et al.  Recreational benefits from the Dartmoor National Park , 1999 .

[25]  R. Kopp,et al.  THE SPATIAL LIMITS OF THE TRAVEL COST RECREATIONAL DEMAND MODEL , 1980 .

[26]  J. Loomis,et al.  Testing Significance of Multi-Destination and Multi-Purpose Trip Effects in a Travel Cost Method Demand Model for Whale Watching Trips , 2000, Agricultural and Resource Economics Review.

[27]  E. Sills,et al.  Estimating Forest Recreation Demand Using Count Data Models , 2003 .

[28]  Frank A. Ward,et al.  Valuing Nature with Travel Cost Models , 2000 .

[29]  J. Bowker,et al.  Accounting for Ethnicity in Recreation Demand: A Flexible Count Data Approach , 1998 .

[30]  Roger L. Moore,et al.  Outdoor recreation net benefits of rail-trails. , 1995 .

[31]  M. Bhat Application of non-market valuation to the Florida Keys marine reserve management. , 2003, Journal of environmental management.

[32]  Eija Pouta,et al.  Estimating recreation demand with on-site data: an application of truncated and endogenously stratified count data models. , 2001 .

[33]  Richard T. Carson,et al.  Models for truncated counts , 1991 .

[34]  John Hof,et al.  Measuring Recreation Values with Multiple Destination Trips , 1992 .

[35]  W. Michael Hanemann,et al.  Time and the Recreational Demand Model , 1987 .

[36]  S. Shaikh,et al.  Empirical Specification Requirements for Two‐Constraint Models of Recreation Choice , 2001 .

[37]  Peter Feather,et al.  Estimating The Cost Of Leisure Time For Recreation Demand Models , 1999 .

[38]  A. J. Wilson,et al.  Incidental and Joint Consumption in Recreation Demand , 1997, Agricultural and Resource Economics Review.

[39]  J. Wesseler,et al.  Estimating the Recreational-Use Value for Hiking in Bellenden Ker National Park, Australia , 2005, Environmental management.

[40]  Klaus Moeltner,et al.  Specification of Driving Costs in Models of Recreation Demand , 2005, Land Economics.

[41]  J. Loomis,et al.  Comparing the Economic Value of Mountain Biking Estimated Using Revealed and Stated Preference , 1998 .

[42]  Daniel Hellerstein,et al.  A Theoretical Foundation for Count Data Models , 1993 .

[43]  Frank J. Cesario,et al.  Value of time in recreation benefit studies. , 1976 .

[44]  R. Martínez-Espiñeira,et al.  Effect on Recreation Benefit Estimates from Correcting for On-Site Sampling Biases and Heterogeneous Trip Overdispersion in Count Data Recreation Demand Models (STATA) , 2008 .

[45]  D. Shaw,et al.  On-site samples' regression : Problems of non-negative integers, truncation, and endogenous stratification , 1988 .

[46]  金思憲 Valuing Nature with Travel Cost Models: A Manual, Frank A..Ward and Diana Beal 共著, Cheltenham, U.K: Edgar Elgar Publishing, Inc. 255쪽, 2000년 UKL 49.95 , 2000 .

[47]  Pravin K. Trivedi,et al.  Regression Analysis of Count Data , 1998 .

[48]  B. Sohngen,et al.  Modeling Multiple-Objective Recreation Trips with Choices Over Trip Duration and Alternative Sites , 2006 .

[49]  J. Loomis A Comparison of the Effect of Multiple Destination Trips on Recreation Benefits as Estimated by Travel Cost and Contingent Valuation Methods , 2006 .

[50]  A. Cameron,et al.  Regression-based tests for overdispersion in the Poisson model☆ , 1990 .

[51]  Timo Kuosmanen,et al.  Does Ignoring Multidestination Trips in the Travel Cost Method Cause a Systematic Bias? , 2004 .

[52]  Travel Cost Models of the Demand for Rock Climbing , 1996, Agricultural and Resource Economics Review.

[53]  Nick Hanley,et al.  Preservation versus development on Irish rivers: whitewater kayaking and hydro-power in Ireland , 2006 .

[54]  W. Douglass Shaw,et al.  Searching for the Opportunity Cost of an Individual's Time , 1992 .

[55]  J. Bowker,et al.  A travel cost analysis of nonconsumptive wildlife-associated recreation in the United States , 2000 .

[56]  Donn M. Johnson,et al.  Measuring demand for flat water recreation using a two‐stage/disequilibrium travel cost model with adjustment for overdispersion and self‐selection , 2003 .

[57]  A. Ulph,et al.  An economic evaluation of national parks , 1981 .

[58]  John B. Loomis,et al.  Alternative approaches for incorporating respondent uncertainty when estimating willingness to pay: the case of the Mexican spotted owl , 1998 .

[59]  Jeffrey Englin,et al.  Estimating Social Welfare Using Count Data Models: An Application to Long-Run Recreation Demand under Conditions of Endogenous Stratification and Truncation , 1995 .

[60]  Ronaldo Serôa da Motta,et al.  Estimando o valor ambiental do Parque Nacional do Iguaçu: uma aplicação do método de custo de viagem , 2001 .

[61]  Peter W.J. Clough,et al.  Allowing for multiple-site visitors in travel cost analysis. , 1991 .

[62]  J. M. Bowker,et al.  Toward a Value for Guided Rafting on Southern Rivers , 1996, Journal of Agricultural and Applied Economics.

[63]  F. W. Bell,et al.  Recreational demand by tourists for saltwater beach days. , 1990 .

[64]  T. Stein,et al.  Valuing nature-based recreation in public natural areas of the Apalachicola River region, Florida. , 2007, Journal of environmental management.

[65]  John B. Loomis,et al.  Travel cost demand model based river recreation benefit estimates with on‐site and household surveys: Comparative results and a correction procedure , 2003 .

[66]  M. Common,et al.  The Travel Cost Method: an empirical investigation of Randall's Difficulty , 1999 .

[67]  Michael Creel,et al.  Theoretical and Empirical Advantages of Truncated Count Data Estimators for Analysis of Deer Hunting in California , 1990 .

[68]  Hayley Hesseln,et al.  Wildfire effects on hiking and biking demand in New Mexico: a travel cost study. , 2003, Journal of environmental management.

[69]  Dodo J. Thampapillai,et al.  Environmental Economics , 2019 .

[70]  R. Martínez-Espiñeira,et al.  Leisure and the Opportunity Cost of Travel Time in Recreation Demand Analysis: A Re-Examination , 2008 .

[71]  W. Shaw,et al.  Possibilities for including the opportunity cost of time in recreation demand systems. , 1999 .

[72]  Okmyung Bin,et al.  Some Consumer Surplus Estimates for North Carolina Beaches , 2005, Marine Resource Economics.

[73]  Pravin K. Trivedi,et al.  Essentials of Count Data Regression , 2007 .