Journal of Forest Economics > Vol 14 > Issue 2

Integrating a random utility model for non-timber forest users into a strategic forest planning model

David M. Nanang, , Grant K. Hauer,
Suggested Citation
David M. Nanang and Grant K. Hauer (2008), "Integrating a random utility model for non-timber forest users into a strategic forest planning model", Journal of Forest Economics: Vol. 14: No. 2, pp 133-153.

Publication Date: 01 Apr 2008
© 0 2008 David M. Nanang, Grant K. Hauer
JEL Codes:Q230
Decomposition techniquesHarvest-schedulingRandom utility modelLandscapeRecreational hunting


Download article
In this article:
Model formulation 
Study area and problem definition 
Model scenarios 


In this paper, we developed a mixed-integer non-linear programming model that integrates access road development and a utility theoretic spatial choice model of hunters into a strategic forest harvest-scheduling model. The model was applied to an operationally sized Forest Management Agreement (FMA) area in central Alberta, Canada. The resulting behavioral model had approximately 2.6 million decision variables and about 96,000 constraints, and was used to examine the impacts of timber harvesting on hunters’ preference for hunting sites. We also evaluated the impacts of various levels of hunter welfare on: (i) the degree of tradeoff between timber and hunting benefits, (ii) timber harvest schedules, and (iii) the marginal costs of producing timber products. The results showed significant tradeoffs between timber and hunting benefits and a clear link between landscape characteristics and changes and behavioral responses by hunters.