Testing for nonlinearity in the choice of a freight transport service
Manufacturing firms buy transport services with the aim of minimizing their total logistics cost. There is a large amount of literature analyzing how shippers value the various characteristics of a transport service, mostly performed by collecting stated-preference data and estimating discrete choice models. Most of the empirical studies specify the deterministic part of the utility functions as linear in the observed attributes. This implicitly constrains the characteristics of the analyzed transport service to be perfect substitutes, and to have a constant substitutability ratio. Such an assumption is inconsistent with the standard microeconomic theory, typically assuming inputs’ decreasing marginal productivity, and may not be realistic. The paper tests the linearity assumption for freight rate, travel time, probability of having damaged and lost freight, frequency, flexibility, mode and punctuality on a sample of Italian small- and medium-sized manufacturing enterprises (SME). Our findings suggest that the linearity-in-the-attributes assumption should be rejected and that the marginal impact on the utility-of-profit of the attributes is not constant. More specifically travel time and freight rate produce decreasing marginal reductions of the utility-of-profit; while safety (percentage of not damaged or lost shipments) and punctuality (percentage of shipments on time) are responsible for increasing marginal contributions to the utility-of-profit. The substitutability ratios between (a) freight rate and loss and damage, (b) freight rate and travel time, (c) freight rate and punctuality, (d) travel time and damage and loss and (e) travel time and punctuality are estimated and found not constant. Finally, it is found that the willingness to pay for the qualitative attributes obtained with a linearly specified model tend to be overestimated.
Volume (Year): (2012)
Issue (Month): 50 ()
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- Lorenzo Masiero & David A. Hensher, 2010.
"Analyzing loss aversion and diminishing sensitivity in a freight transport stated choice experiment,"
Quaderni della facoltà di Scienze economiche dell'Università di Lugano
1004, USI Università della Svizzera italiana.
- Masiero, Lorenzo & Hensher, David A., 2010. "Analyzing loss aversion and diminishing sensitivity in a freight transport stated choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(5), pages 349-358, June.
- Álvarez, Óscar & Cantos, Pedro & Garcia, Leandro, 2007. "The value of time and transport policies in a parallel road network," Transport Policy, Elsevier, vol. 14(5), pages 366-376, September.
- Nijkamp, Peter & Reggiani, Aura & Tsang, Wai Fai, 2004.
"Comparative modelling of interregional transport flows: Applications to multimodal European freight transport,"
European Journal of Operational Research,
Elsevier, vol. 155(3), pages 584-602, June.
- Nijkamp, Peter & Reggiani, Aura & Tsang, Wai Fai, 1999. "Comparative modelling of interregional transport flows : applications to multimodal European freight transport," Serie Research Memoranda 0002, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Duncan, Gregory M, 1980. "Formulation and Statistical Analysis of the Mixed, Continuous/Discrete Dependent Variable Model in Classical Production Theory," Econometrica, Econometric Society, vol. 48(4), pages 839-52, May.
- De Borger, Bruno & Fosgerau, Mogens, 2007. "Discrete choices and the trade-off between money and time: A test of the theory of reference-dependent preferences," MPRA Paper 3904, University Library of Munich, Germany.
- Danielis, Romeo & Marcucci, Edoardo & Rotaris, Lucia, 2005. "Logistics managers' stated preferences for freight service attributes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(3), pages 201-215, May.
- Danielis, Romeo & Marcucci, Edoardo, 2007. "Attribute cut-offs in freight service selection," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(5), pages 506-515, September.
- Jerome Massiani & Romeo Danielis & Edoardo Marcucci, 2009. "Specific Vs Generic Goods:Implications For Transport Demand Analysis," Articles, International Journal of Transport Economics, vol. 36(3).
- Wardman, Mark, 2004. "Public transport values of time," Transport Policy, Elsevier, vol. 11(4), pages 363-377, October.
- Winston, Clifford, 1981. "A Disaggregate Model of the Demand for Intercity Freight Transportation," Econometrica, Econometric Society, vol. 49(4), pages 981-1006, June.
- Hanemann, W. Michael & Tsur, Yacov, 1982. "Econometric Models of Discrete/Continuous Supply Decisions under Uncertainty," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt2m92m79x, Department of Agricultural & Resource Economics, UC Berkeley.
- Simona Bolis & Rico Maggi, 2003. "Logistics Strategy and Transport Service Choices: An Adaptive Stated Preference Experiment," Growth and Change, Wiley Blackwell, vol. 34(4), pages 490-504.
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