Vacation length choice : a dynamic mixed multinomial logit model

This paper uses panel data to develop and estimate a dynamic model of choice of the length of stay of a vacation, controlling for unobserved heterogeneity and state dependency. Length of stay options vary from short (1–3 nights), medium (4–9 nights) to long vacations (10 nights or more) and the decision not to go on vacation in a particular year. Independent variables include family lifecycle stage, income, month and lags of the dependent variable. Results indicate that long holidays are most strongly affected by trips made previously in the same year than medium and short vacations. In contrast, there is an increased need for a vacation when any medium or long trips were not yet made in the current year. Month-specific variables confirm that respondents have preferences for making leisure trips during the main holidays and warm seasons. The observed differences given the various lifecycle stages reflect imposed constraints given age and/or household composition that are typical of each particular group.

[1]  Ummuhan Gokovali,et al.  Determinants of length of stay: A practical use of survival analysis , 2007 .

[2]  J. Nicolau,et al.  The influence of distance and prices on the choice of tourist destinations: the moderating role of motivations. , 2006 .

[3]  J. Vieira,et al.  The Determinants of Length of Stay of Tourists in the Azores , 2008 .

[4]  A. V. Seaton,et al.  Understanding VFR tourism behaviour: the first five years of the United Kingdom tourism survey , 1997 .

[5]  Dale Fodness,et al.  The Impact of Family Life Cycle on the Vacation Decision-making Process , 1992 .

[6]  T. Huybers.  Destination Choice Modelling: What's in a Name? , 2005 .

[7]  Darrian Collins,et al.  Gender and Differences in Travel Life Cycles , 2002 .

[8]  K. Train,et al.  Mixed Logit with Repeated Choices: Households' Choices of Appliance Efficiency Level , 1998, Review of Economics and Statistics.

[9]  M. Bliemer,et al.  Construction of experimental designs for mixed logit models allowing for correlation across choice observations , 2010 .

[10]  Robert Lawson,et al.  Patterns Of Tourist Expenditure And Types Of Vacation Across The Family Life Cycle , 1991 .

[11]  Esther Martínez-García,et al.  Length of stay for low-cost tourism , 2008 .

[12]  C. Bhat.  Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model , 2001 .

[13]  D. McFadden,et al.  MIXED MNL MODELS FOR DISCRETE RESPONSE , 2000 .

[14]  Emin Babakus,et al.  Dimensions of hotel choice criteria: congruence between business and leisure travelers. , 2005 .

[15]  L. A. Gil-Alana,et al.  Modelling international monthly arrivals using seasonal univariate long-memory processes , 2005 .

[16]  J. Nicolau,et al.  Simultaneous analysis of whether and how long to go on holidays , 2009 .

[17]  Heather Gibson,et al.  Tourist roles: Needs and the Lifecourse , 2002 .

[18]  J. Alegre,et al.  A latent class approach to tourists’ length of stay , 2011 .

[19]  Michael McAleer,et al.  MONTHLY SEASONAL VARIATIONS: ASIAN TOURISM TO AUSTRALIA , 2001 .

[20]  Aliza Fleischer,et al.  Tourism constraints among Israeli seniors. , 2002 .

[21]  Galip Altinay,et al.  An analysis of seasonality in monthly per person tourist spending in Turkish inbound tourism from a market segmentation perspective , 2007 .

[22]  J. Polak,et al.  Modelling airport and airline choice behaviour with the use of stated preference survey data , 2007 .

[23]  Chandra R. Bhat,et al.  An annual time use model for domestic vacation travel , 2008 .

[24]  S. Washington,et al.  Statistical and Econometric Methods for Transportation Data Analysis , 2010 .

[25]  J. Crompton.  STRUCTURE OF VACATION DESTINATION CHOICE SETS , 1992 .

[26]  M. Oppermann.  Travel life cycle , 1995 .

[27]  Satoshi Fujii,et al.  The effectiveness of panels in detecting changes in discrete travel behavior , 2003 .

[28]  H. Theil.  Principles of econometrics , 1971 .

[29]  Kevin K. F. Wong,et al.  Determinants of Length of Stay for Domestic Tourists: Case Study of Yixing , 2011 .

[30]  William D. Wells,et al.  Life Cycle Concept in Marketing Research , 1966 .

[31]  J. Mak,et al.  The Choice of Journey Destinations and Length of Stay: A Micro Analysis , 1980 .

[32]  Robert M. Cosenza,et al.  Family Vacation Decision Making Over The Family Life Cycle: A Decision And Influence Structure Analysis , 1981 .

[33]  Ryuichi Kitamura,et al.  Panel Analysis in Transportation Planning: An Overview , 1990 .

[34]  K. Train.  Discrete Choice Methods with Simulation , 2003 .

[35]  Kiron Chatterjee,et al.  Modelling the dynamics of bus use in a changing travel environment using panel data , 2011 .

[36]  Nagui M. Rouphail,et al.  Value of Life Cycle in Explaining Trip-Making Behavior and Improving Temporal Stability of Trip Generation Models , 2012 .

[37]  M. Oppermann.  Travel horizon: a valuable analysis tool? , 1998 .

[38]  J. Crompton,et al.  Attitude determinants in tourism destination choice , 1990 .

[39]  D. Ettema,et al.  Multi-faceted tourist travel decisions: A constraint-based conceptual framework to describe tourists' sequential choices of travel components , 1998 .

[40]  Tim Ryley,et al.  The relationship between air travel behaviour and the key life stages of having children and entering retirement , 2013 .

[41]  Alastair M. Morrison,et al.  The Effects of Household and Trip Characteristics on Trip Types: A Consumer Behavioral Approach for Segmenting the U.S. Domestic Leisure Travel Market , 2001 .

[42]  Rudihartmann.  Tourism, seasonality and social change. , 1986 .

[43]  H. V. D. Poel,et al.  The role of routines in the vacation decision-making process of Dutch vacationers , 2006 .

[44]  J. Long,et al.  Tourism, seasonality and social change. , 1984 .

[45]  Adam Astrid Kemperman,et al.  The influence of low-fare airlines on vacation choices of students : results of a stated portfolio choice experiment , 2012 .

[46]  Carlos Pestana Barros,et al.  The length of stay of golf tourism: a survival analysis. , 2010 .

[47]  Joaquín Alegre,et al.  The length of stay in the demand for tourism. , 2006 .

[48]  C. Barros,et al.  The length of stay in tourism , 2010 .

[49]  John M. Rose,et al.  Applied Choice Analysis: A Primer , 2005 .