@article{lupi_phaneuf_haefen_2020, title={Best Practices for Implementing Recreation Demand Models}, volume={14}, ISSN={["1750-6824"]}, DOI={10.1093/reep/reaa007}, abstractNote={This article discusses best practices for implementing recreation demand models. We focus on insights that research and experience provide for the typical recreation application, where the analyst uses individual-level data to measure the value of changes in recreation site access or quality at one or more destinations. We examine issues related to data collection, pre-analysis tasks, modeling, and assessing quality, in addition to a discussion of future research needs. Our focus is on understanding best practices when the analyst’s goal is to present accurate estimates of economic value of recreation site access or quality, and so we prioritize practical steps rather than describing the frontiers of methodological research in recreation demand modeling.}, number={2}, journal={REVIEW OF ENVIRONMENTAL ECONOMICS AND POLICY}, author={Lupi, Frank and Phaneuf, Daniel J. and Haefen, Roger H.}, year={2020}, pages={302–323} }
 @article{moore_phaneuf_thurman_2011, title={A Bayesian Bioeconometric Model of Invasive Species Control: The Case of the Hemlock Woolly Adelgid}, volume={50}, ISSN={["1573-1502"]}, DOI={10.1007/s10640-011-9457-y}, number={1}, journal={ENVIRONMENTAL & RESOURCE ECONOMICS}, author={Moore, Christopher C. and Phaneuf, Daniel J. and Thurman, Walter N.}, year={2011}, month={Sep}, pages={1–26} }
 @article{phaneuf_2011, title={Can consumption of convenience products reveal the opportunity cost of time?}, volume={113}, ISSN={["0165-1765"]}, DOI={10.1016/j.econlet.2011.06.005}, abstractNote={Abstract I examine how people’s consumption of time-saving products can be used to estimate the shadow value of time. I use a household production model to motivate an empirical approach that can be implemented using survey data.}, number={1}, journal={ECONOMICS LETTERS}, author={Phaneuf, Daniel J.}, year={2011}, month={Oct}, pages={92–95} }
 @article{whitehead_phaneuf_dumas_herstine_hill_buerger_2010, title={Convergent Validity of Revealed and Stated Recreation Behavior with Quality Change: A Comparison of Multiple and Single Site Demands}, volume={45}, ISSN={["0924-6460"]}, DOI={10.1007/s10640-009-9307-3}, abstractNote={We consider the convergent validity of several demand models using beach recreation data. Two models employ multiple site data: a count data demand system model and the Kuhn–Tucker demand system model. We explore the role of existing variation in beach width in explaining trip choices, and analyze a hypothetical 100 foot increase in beach width. We compare these models to a single equation model where we jointly estimate revealed and stated preference trip data, and focus on a hypothetical scenario considering a 100 foot increase in beach width. In each case we develop estimates of the change in beach visits and the welfare impacts from the increase in width. The trip change estimates from two of the three models are similar and convergent valid, though the willingness to pay estimates differ in magnitude.}, number={1}, journal={ENVIRONMENTAL & RESOURCE ECONOMICS}, author={Whitehead, John C. and Phaneuf, Daniel J. and Dumas, Christopher F. and Herstine, Jim and Hill, Jeffery and Buerger, Bob}, year={2010}, month={Jan}, pages={91–112} }
 @article{palmquist_phaneuf_smith_2010, title={Short Run Constraints and the Increasing Marginal Value of Time in Recreation}, volume={46}, ISSN={["0924-6460"]}, DOI={10.1007/s10640-009-9331-3}, abstractNote={Leisure activities such as local recreation trips usually take place in discrete blocks of time that are surrounded by time devoted to other commitments. It can be costly to transfer time between blocks to allow for longer outings. These observations affect the value of time within those blocks and suggest that traditional methods for valuing time using labor markets miss important considerations. This paper presents a new model for time valuation that uses non-employment time commitments to infer the shadow value of time spent in recreation. A unique survey that elicited revealed and stated preference data on household time allocation is used to implement the model. The results support the conclusion that there is an increasing marginal value of time for recreation as the trip length increases.}, number={1}, journal={ENVIRONMENTAL & RESOURCE ECONOMICS}, author={Palmquist, Raymond B. and Phaneuf, Daniel J. and Smith, V. Kerry}, year={2010}, month={May}, pages={19–41} }
 @article{klaiber_phaneuf_2010, title={Valuing open space in a residential sorting model of the Twin Cities}, volume={60}, ISSN={["0095-0696"]}, DOI={10.1016/j.jeem.2010.05.002}, abstractNote={We present an analysis of how open space amenities affect residential location choices using a horizontal sorting model to estimate household preferences for open space. To parameterize the model, a new and rich dataset spanning 17 years of home sales in the seven-county Twin Cities area of Minnesota was assembled. Heterogeneity across types of open space and across households is shown to be a critical determinant of the welfare impacts of open space conservation. Our general equilibrium simulations allow housing prices to re-equilibrate in response to policy-induced demand shifts, demonstrating that as the scale of intervention becomes larger, general equilibrium and partial equilibrium welfare measures increasingly diverge. Finally, we find that the spatial structure of policy is an important component of policy design, suggesting open space policy should be place-specific in its design and implementation.}, number={2}, journal={JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT}, author={Klaiber, H. Allen and Phaneuf, Daniel J.}, year={2010}, month={Sep}, pages={57–77} }
 @inproceedings{klaiber_phaneuf_2009, title={Do sorting and heterogeneity matter for open space policy analysis ? An empirical comparison of hedonic and sorting models}, volume={91}, number={5}, booktitle={American Journal of Agricultural Economics}, author={Klaiber, H. A. and Phaneuf, D. J.}, year={2009}, pages={1312–1318} }
 @article{timar_phaneuf_2009, title={Modeling the human-induced spread of an aquatic invasive: The case of the zebra mussel}, volume={68}, ISSN={["1873-6106"]}, DOI={10.1016/j.ecolecon.2009.07.011}, abstractNote={Ecological evidence indicates that transient recreational boating is the principal overland vector of dispersal for several freshwater invasive species. Understanding boating behavior, and how behavior responds to policy changes, is central to understanding the effectiveness of efforts to halt or slow the spread of aquatic invasives. We develop a framework that combines a recreation demand model of boating behavior with a discrete duration model describing the spatial and temporal spread of an aquatic invasive. The integrated approach allows us to link invasion risk probabilities directly to boating behavior, policy levers, and behavior changes arising from policy shocks. With an application to zebra mussels in Wisconsin we show that explicitly accounting for behavioral responses can dramatically change predictions for the effectiveness of particular policies, in some instances leading to increases in invasions risks at some sites.}, number={12}, journal={ECOLOGICAL ECONOMICS}, author={Timar, Levente and Phaneuf, Daniel J.}, year={2009}, month={Oct}, pages={3060–3071} }
 @article{herriges_phaneuf_tobias_2008, title={Estimating demand systems when outcomes are correlated counts}, volume={147}, ISSN={["1872-6895"]}, DOI={10.1016/j.jeconom.2008.09.026}, abstractNote={We describe and employ a Bayesian posterior simulator for fitting a high-dimensional system of ordinal or count outcome equations. The model is then applied to describe the multiple site recreation demands of individual agents, and we argue that our approach provides advantages relative to existing methods commonly applied in this area. In particular, our model flexibly adjusts to match observed frequencies in trip outcomes, permits a flexible correlation pattern among the sites visited by individuals, and the posterior simulator for fitting this model is relatively easy to implement in practice. We also describe how the posterior simulations produced from the model can be used to conduct a variety of counterfactual experiments, including predicting behavioral changes and describing welfare implications resulting from shifts in exogenous demographic and site characteristics. We illustrate our method using data from the Iowa Lakes Project by modeling the visitation patterns of individuals to a set of twenty-nine large Iowa lakes. Consistent with previous findings in the literature, we see strong evidence that own and cross-price effects on trip demand are negative and positive, respectively, that higher income increases the likelihood of visiting most sites, and that a commonly used indicator of water quality, Secchi transparency, is positively correlated with the number of trips taken. In addition, the correlation structure among the errors reveals a complex pattern in which unobserved factors affecting trip demand are generally (though not strictly) positively correlated across sites. The flexibility and richness with which we are able to characterize the demand system provides a solid platform for counterfactual analysis, where we find significant behavioral and welfare effects from changes in site availability, water quality, and travel costs.}, number={2}, journal={JOURNAL OF ECONOMETRICS}, author={Herriges, Joseph A. and Phaneuf, Daniel J. and Tobias, Justin L.}, year={2008}, month={Dec}, pages={282–298} }
 @article{haefen_phaneuf_2008, title={Identifying demand parameters in the presence of unobservables: A combined revealed and stated preference approach}, volume={56}, ISSN={["1096-0449"]}, DOI={10.1016/j.jeem.2008.01.002}, abstractNote={We develop a combined, revealed and stated preference approach to identify discrete choice demand parameters in the presence of unobserved determinants of choice. Our approach overcomes difficulties associated with small choice sets, multicollinearity, and endogeneity that arise with revealed preference approaches. To illustrate our framework, we revisit two Canadian moose hunting datasets. Our empirical results suggest the potential gains from fusing revealed and stated preference data, but they also suggest its limitations when the data-generating processes for the data sources differ.}, number={1}, journal={JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT}, author={Haefen, Roger H. and Phaneuf, Daniel J.}, year={2008}, month={Jul}, pages={19–32} }
 @article{phaneuf_smith_palmquist_pope_2008, title={Integrating property value and local recreation models to value ecosystem services in urban watersheds}, volume={84}, ISSN={["0023-7639"]}, DOI={10.3368/le.84.3.361}, abstractNote={This paper outlines a new revealed preference method to estimate the effects of changes in land use associated with residential development on water quality and the implied ecosystem services at the watershed level. The analysis integrates data describing several types of behavior and uses hedonic property value and random utility models for local recreation to consider the multiple impacts of ecosystem services on household well-being. Several policy examples drawn from changes in Wake County, North Carolina, are used to demonstrate how spatial differences in residential development are reflected in the model’s estimates of the economic costs of deterioration in watershed quality. (JEL Q51, Q57)}, number={3}, journal={LAND ECONOMICS}, author={Phaneuf, Daniel J. and Smith, V. Kerry and Palmquist, Raymond B. and Pope, Jaren C.}, year={2008}, month={Aug}, pages={361–381} }
 @article{edmeades_phaneuf_smale_renkow_2008, title={Modelling the crop variety demand of semi-subsistence households: Bananas in Uganda}, volume={59}, ISSN={["0021-857X"]}, DOI={10.1111/j.1477-9552.2007.00153.x}, abstractNote={Abstract}, number={2}, journal={JOURNAL OF AGRICULTURAL ECONOMICS}, author={Edmeades, Svetlana and Phaneuf, Daniel J. and Smale, Melinda and Renkow, Mitch}, year={2008}, month={Jun}, pages={329–349} }
 @article{mansfield_phaneuf_johnson_yang_beach_2008, title={Preferences for public lands management under competing uses: The case of Yellowstone National Park}, volume={84}, ISSN={["0023-7639"]}, DOI={10.3368/le.84.2.282}, abstractNote={We examine snowmobile use conflict in Yellowstone National Park to assess the effect of different winter management policies on heterogeneous visitors’ welfare. Using a stated preference choice experiment we quantify welfare changes for snowmobile riders and non-riders under different snowmobile restrictions. A key determinant of welfare change is visitors’ willingness to trade-off reduced snowmobile access for improved ambient conditions in the park. Our findings support the notion that welfare losses to snowmobile riders could be offset by welfare gains to non-riders, but net benefits will depend on the number of riders and non-riders and the specifics of the policy. (JEL Q26, Q51)}, number={2}, journal={LAND ECONOMICS}, author={Mansfield, Carol and Phaneuf, Daniel J. and Johnson, F. Reed and Yang, Jui-Chen and Beach, Robert}, year={2008}, month={May}, pages={282–305} }
 @article{atasoy_palmquist_phaneuf_2006, title={Estimating the effects of urban residential development on water quality using microdata}, volume={79}, ISSN={["1095-8630"]}, DOI={10.1016/j.jenvman.2005.07.012}, abstractNote={In this study, we examine the impact on water quality of urbanization using disaggregate data from Wake County, North Carolina. We use a unique panel data set tracing the conversion of individual residentially zoned land parcels to relate the density of residential development and the change in residential land use to three measures of water quality. Using a spatial econometrics model, we relate spatially and temporally referenced monitoring station readings to our measures of residential land use while controlling for other factors affecting water quality. We find that both the density of residential land use and the rate of land conversion have a negative impact on water quality. The impacts of these non-point sources are found to be larger in magnitude than those from urban point sources.}, number={4}, journal={JOURNAL OF ENVIRONMENTAL MANAGEMENT}, author={Atasoy, Mary and Palmquist, Raymond B. and Phaneuf, Daniel J.}, year={2006}, month={Jun}, pages={399–408} }
 @article{von haefen_phaneuf_parsons_2004, title={Estimation and welfare analysis with large demand systems}, volume={22}, DOI={10.1198/0735001040000000082}, number={2}, journal={Journal of Business & Economic Statistics}, author={Von Haefen, R. H. and Phaneuf, D. J. and Parsons, G. R.}, year={2004}, pages={194–205} }
 @article{herriges_kling_phaneuf_2004, title={What's the use? welfare estimates from revealed preference models when weak complementarity does not hold}, volume={47}, ISSN={["0095-0696"]}, DOI={10.1016/S0095-0696(03)00058-5}, abstractNote={In this paper we consider the theoretical and empirical ramifications of welfare measurement in revealed preference models when weak complementarity does not hold. In the context of a Kuhn–Tucker model of recreation demand we show that, while it is possible to estimate preferences that do not appear to exhibit weak complementarity, the calculation of welfare measurements from these models requires a cardinal interpretation of preferences that cannot be tested. Furthermore, we reiterate the under-appreciated fact that even traditional use value estimates require a cardinal restriction on preferences that, while often intuitive, also cannot be tested. We demonstrate empirically that the choice of restrictions can have significant ramifications, as use value estimates can vary based on the assumed preference structure.}, number={1}, journal={JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT}, author={Herriges, JA and Kling, CL and Phaneuf, DJ}, year={2004}, month={Jan}, pages={55–70} }
 @article{haefen_phaneuf_2003, title={A Note on Estimating Nested Constant Elasticity of Substitution Preferences for Outdoor Recreation}, volume={85}, ISSN={0002-9092 1467-8276}, url={http://dx.doi.org/10.1111/1467-8276.00129}, DOI={10.1111/1467-8276.00129}, abstractNote={A generalized version of a well‐known statistical result is used to suggest an alternative strategy for estimating nested constant elasticity of substitution preferences for recreation demand. Parameter and welfare estimates from nested constant elasticity of substitution count data demand system models are presented and compared to estimates from the multinomial approaches developed previously. A significant advantage of the count data estimation strategy over the multinomial‐based approaches is that the analyst avoids the difficulties associated with choice occasion specification and interpretation.}, number={2}, journal={American Journal of Agricultural Economics}, publisher={Wiley}, author={Haefen, Roger H. and Phaneuf, Daniel J.}, year={2003}, month={May}, pages={406–413} }
 @article{phaneuf_siderelis_2003, title={An application of the Kuhn-Tucker model to the demand for water trail trips in North Carolina}, volume={18}, ISBN={0738-1360}, DOI={10.1086/mre.18.1.42629380}, abstractNote={The Kuhn-Tucker demand model is an attractive, recent addition to the methods available for analyzing seasonal, multiple-site recreation demand data. We provide a new application of the approach to the demand for sea paddling trips in eastern North Carolina and calculate welfare measures for changes in site characteristics. In addition, we present a non-technical, intuitive overview of the model and a stepwise derivation of the estimation and welfare calculation algorithms.}, number={1}, journal={Marine Resource Economics}, author={Phaneuf, D. J. and Siderelis, C.}, year={2003}, pages={1} }
 @article{von haefen_phaneuf_2003, title={Estimating preferences for outdoor recreation: a comparison of continuous and count data demand system frameworks}, volume={45}, ISSN={0095-0696}, url={http://dx.doi.org/10.1016/s0095-0696(02)00024-4}, DOI={10.1016/S0095-0696(02)00024-4}, abstractNote={Continuous and count data demand system models have emerged as attractive alternatives to the discrete choice random utility maximization models (RUMs) that currently dominate the seasonal, multi-site recreation demand literature. This paper compares the frameworks conceptually and investigates their empirical performance with a common data set. Although the two modeling approaches employ substantially different behavioral and econometric assumptions, results from a recreation application based on the 1997 Iowa Wetlands Survey suggest that qualitatively similar policy inferences arise from the competing structures.}, number={3}, journal={Journal of Environmental Economics and Management}, publisher={Elsevier BV}, author={von Haefen, Roger H. and Phaneuf, Daniel J.}, year={2003}, month={May}, pages={612–630} }
 @article{phaneuf_2002, title={A random utility model for total maximum daily loads: Estimating the benefits of watershed-based ambient water quality improvements}, volume={38}, ISSN={["0043-1397"]}, DOI={10.1029/2001wr000959}, abstractNote={A random utility maximization (RUM) model is presented for the purpose of providing benefits estimates to aid in the implementation of the total maximum daily load (TMDL) process. The specific application is to North Carolina, for which the 1994 Environmental Protection Agency (EPA) National Demand for Water‐Based Recreation Survey is used to characterize the demand for water recreation in the state as a function of ambient water quality. The RUM choice set is defined to include all 8‐digit hydrological units or watersheds in the state, allowing benefits estimates to match the spatial aggregate of interest for the TMDL process. Water quality measures are linked to the choice set via the use of EPA's Index of Watershed Index database. A significant relationship between watershed‐level water quality and recreation trip taking behavior is found. Per trip and aggregate benefits estimates are presented for watershed, river basin, and statewide improvements in water quality.}, number={11}, journal={WATER RESOURCES RESEARCH}, author={Phaneuf, DJ}, year={2002}, month={Nov} }
 @article{phaneuf_requate_2002, title={Incentives for investment in advanced pollution abatement technology in emission permit markets with banking}, volume={22}, number={3}, journal={Environmental and Resource Economics}, author={Phaneuf, D. J. and Requate, T.}, year={2002}, pages={369–390} }
 @article{herriges_phaneuf_2002, title={Inducing patterns of correlation and substitution in repeated logit models of recreation demand}, volume={84}, ISSN={["0002-9092"]}, DOI={10.1111/1467-8276.00055}, abstractNote={Abstract}, number={4}, journal={AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS}, author={Herriges, JA and Phaneuf, DJ}, year={2002}, month={Nov}, pages={1076–1090} }
 @article{phaneuf_kling_herriges_2000, title={Estimation and welfare calculations in a generalized corner solution model with an application to recreation demand}, volume={82}, ISSN={["0034-6535"]}, DOI={10.1162/003465300558650}, abstractNote={The Kuhn-Tucker model of Wales and Woodland (1983) provides a utility theoretic framework for estimating preferences over commodities for which individuals choose not to consume one or more of the goods. Due to the complexity of the model, however, there have been few applications in the literature and little attention has been paid to the problems of welfare analysis within the Kuhn-Tucker framework. This paper provides an application of the model to the problem of recreation demand. In addition, we develop and apply a methodology for estimating compensating variation, relying on Monte Carlo integration to derive expected welfare changes.}, number={1}, journal={REVIEW OF ECONOMICS AND STATISTICS}, author={Phaneuf, DJ and Kling, CL and Herriges, JA}, year={2000}, month={Feb}, pages={83–92} }
 @article{phaneuf_1999, title={A dual approach to modeling corner solutions in recreation demand}, volume={37}, ISSN={["0095-0696"]}, DOI={10.1006/jeem.1998.1053}, abstractNote={Abstract The dual approach of Lee and Pitt to estimating demand systems for which individuals often choose not to consume one or more of the available goods provides a utility-consistent framework for estimating preferences over visits to recreation sites. Because of the complexity of the model, however, this approach has not been applied in the recreation demand literature. This paper provides the first application of the model to recreation demand and develops a methodology for conducting welfare analysis, relying on Monte Carlo integration to derive estimates of compensating variation. The methods are applied to the demand for fishing in the Wisconsin Great Lakes region.}, number={1}, journal={JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT}, author={Phaneuf, DJ}, year={1999}, month={Jan}, pages={85–105} }
 @article{phaneuf_kling_herriges_1998, title={Valuing water quality improvements using revealed preference methods when corner solutions are present}, volume={80}, ISSN={["0002-9092"]}, DOI={10.2307/1244199}, abstractNote={Revealed preference methods for valuing water quality improvements use observed behavior to value water resources indirectly. Particularly when valuing water resources for recreation purposes, it is typical to observe many corner solutions in the data. Corner solutions arise when consumers visit only a subset of the available recreation sites, setting their demand to zero for the remaining sites. In this paper, we set up a general utility theoretical model of recreation choice to use as}, number={5}, journal={AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS}, author={Phaneuf, DJ and Kling, CL and Herriges, JA}, year={1998}, month={Dec}, pages={1025–1031} }