Roman holiday: Tourist heterogeneous preferences for walking path elements

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Abstract

This paper investigates tourists' preferences in Rome (Italy) with respect to their “last mile” transport walking experience. Stated preference experiments and discrete choice models are used to estimate tourists' preferences for alternative walking paths configurations, taking into account path characteristics and conditions (e.g. public services presence, interference with other modes of transport and thermal comfort). We estimate Multinomial logit (MNL) models on the base of 365 choice experiments. The most important attribute is cleanliness, followed by green spaces. The paper estimates both time elasticity and the “willingness to walk” with respect to different path attributes. Segmenting the sample and estimating different MNL models allows considering preference heterogeneity. Results show there are some differences within the sample. In fact, those who usually walk are willing to walk more than others given some improvements in the path. Besides, we also propose, on the base of the last walking path followed, a “tourist walking satisfaction index” linked to utility. This sheds light on tourists' walking experience in different zones of the study area. In particular, adding restrooms along the paths increases tourist walking satisfaction the most. The paper provides useful information for policy-makers on how to plan, design and manage walking networks.

Introduction

Cities host most of the world population and this phenomenon is expected to grow in the next years (UN - United Nations, 2015). In this dynamic environment, the mobility of people and goods represents a key element of urban life, determining economic advantages, while also generating high social costs (e.g. pollution, congestion). Transport policies usually aim at improving citizens' quality of life, by focusing on increasing the level of service of the transport system and reducing its negative externalities (Banister, 2008). Nevertheless, especially in cities with a strong touristic vocation, policies should also consider the specific needs of tourists (Hall, 1999). Their general experience correlates to the fruition of the city's transport system. In this respect, tourism and transport are strictly interwoven and reciprocally affect one another. From one side, the touristic experience of a city is strictly related to the fruition of its transport system whereas from the other, especially in cities with a strong touristic vocation, touristic flows affect the urban transport system, thus requiring appropriate transport policies to satisfy also these specific needs.

Encouraging the use of active transport modes for tourists, e.g. walking or cycling, is one of the best strategies to foster sustainable mobility and tourism (Page, 2004). Besides, they usually represent the last mile of any trips tourists perform. Their walking experience is very important to determine their satisfaction level with respect to the touristic destination. Nevertheless, this has rarely been considered in research and, even less, in planning. In this respect, Hall and Ram (2019) acknowledge that walking is one of the most common activities tourists undertake when travelling, but it is also one of the less investigated activities when it comes to tourism research.

This paper scrutinises tourists' preferences in Rome (Italy), with respect to the “last mile” of their transport experience which usually takes place by walking. We use Stated Preference (SP) experiments and Discrete Choice Models (DCM) to estimate tourists' preferences with respect to alternative walking paths configurations, taking into considerations path quality, interference with other modes of transport and thermal comfort-related aspects.

The research question this paper addresses is: what are the relevant factors affecting tourists' walking behaviour? The intent is to provide policy-makers with useful information so to optimize the design and management of walking networks. Results also set the basis for the definition of a “tourist walking satisfaction index” that can possibly be used in a tourist traveller information system to guide them in the city according to their specific walking preferences. This would allow increasing their enjoyment and thus improve the whole touristic experience. The remainder of the paper is organized as follows. Section 2 presents a succinct yet updated literature review to position the paper in the context of transport and tourism, especially with respect to urban mobility and the last mile of tourist walking experience. Section 3 presents the methods used, while section 4 provides more details about the specific case study. Section 5 illustrates the results, while section 6 concludes the paper highlighting both limitations and further research directions.

Section snippets

Literature review

Transport and tourism are two topics that have often been jointly investigated in the literature. Page (2004) distinguishes between two relationships types: “Transport for tourism” and “Transport as tourism”. The former responds to a utilitarian view of transport as a means to an end, without any intrinsic value. The latter considers transport as a basis for the tourist experience (e.g. a cruise). In the first case, transport is mainly seen as a cost, while in the second it has also been

Stated preference surveys and discrete choice models for behavioural analyses

SP experiments were first developed in the early eighties (Louviere & Woodworth, 1983) and are nowadays used in numerous research fields, e.g. transport, marketing, environmental evaluation and economics (Ben-Akiva & Lerman, 1985; Gatta & Marcucci, 2016; Hensher et al., 2005; Louviere et al., 2000; Train, 2003). They aim at eliciting preferences for alternative scenarios characterised by a combination of attribute levels, allowing to infer their relative importance. Interviewees are asked to

Case study

Rome is one of the cities that attract most visitors worldwide. In 2018, about 30 million tourists visited Rome (EBTL, 2018). Besides, according to a study performed by the Italian Retailers Association (Confcommercio, 2015) on a sample of 400 tourists, the majority thinks that transport connections and public transport could be improved in the “Eternal City”. Other problems in Rome relate to poor pedestrian infrastructures (only 0.12 m2/inhabitants), bad paths conditions (e.g. dirtiness), but

General results

The interviews were administered during spring-summer 2016 to a sample of 395 tourists. The sample was composed of 55% males and 45% females, the majority in the 30–60 years bracket (55%), and 38% in the less than 30 years one. They stated to travel with family (37%), friends (27%) or alone (32%), to primarily use public transport as a prevalent transport mode within the city (49%) and to walk (43%) (Fig. 4a). According to the average results of the checklist regarding their last walking trips,

Conclusion

This paper reports the results of a SP survey aimed at investigating tourist preferences while choosing different walking routes. Path characteristics and conditions, thermal comfort aspects and interference with freight distribution were taken into account in the experimental design. Such heterogeneous aspects were put together in the analysis as a result of a literature review, a pre-survey defining the most relevant attributes to consider and specific research interests. In particular, the

CRediT authorship contribution statement

Michela Le Pira: Conceptualization, Methodology, Formal analysis, Writing – original draft, Writing – review & editing. Edoardo Marcucci: Conceptualization, Methodology, Writing – original draft, Resources, Funding acquisition. Valerio Gatta: Conceptualization, Methodology, Data curation, Formal analysis, Writing – original draft.

Acknowledgments

The work has been developed within the Project “Smart Environments” of The University of Roma Tre (CUP F82I15000450002) and with the support of the Transport Research Lab (TRElab). The Authors would like to thank Dr. A. Gemma for his support for the data used for the spatial analysis.

References (50)

  • E. Marcucci et al.

    Urban freight, parking and pricing policies: An evaluation from a transport providers' perspective

    Transportation Research Part A: Policy and Practice

    (2015)
  • I. Mateo-Babiano

    Pedestrian's needs matter: Examining Manila's walking environment

    Transport Policy

    (2016)
  • D. McFadden

    The measurement of urban travel demand

    Journal of Public Economics

    (1974)
  • F. Moura et al.

    Measuring walkability for distinct pedestrian groups with a participatory assessment method: A case study in Lisbon

    Landscape and Urban Planning

    (2017)
  • R. Talavera-Garcia et al.

    Q-PLOS, developing an alternative walking index. A method based on urban design quality

    Cities

    (2015)
  • M. Taleai et al.

    Spatial multi-criteria and multi-scale evaluation of walkability potential at street segment level: A case study of tehran

    Sustainable Cities and Society

    (2017)
  • M. Ben-Akiva et al.

    Discrete choice analysis: Theory and application to travel demand

    (1985)
  • H.D. Block et al.

    Random orderings and stochastic theories of response (No. 66)

    (1959)
  • J.G. Brida et al.

    Segmenting resident perceptions towards tourism—a cluster analysis with a multinomial logit model of a mountain community

    International Journal of Tourism Research

    (2010)
  • A. Budeanu

    Sustainable tourist behaviour–a discussion of opportunities for change

    International Journal of Consumer Studies

    (2007)
  • E. Cascetta

    Transportation system Analysis. Models and applications

    (2009)
  • H.-H. Chang

    Wayfinding strategies and tourist anxiety in unfamiliar destinations

    Tourism Geographies

    (2013)
  • Confcommercio

    Indagine sul Giubileo 2015

  • EBTL - Ente Bilaterale del Turismo

    Arrivi e presenze negli esercizi alberghieri ed extralberghieri di Roma 2018

  • R. Ewing et al.

    Measuring the unmeasurable: Urban design qualities related to walkability

    Journal of Urban Design

    (2009)
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