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Keywords = car and motorcycle trips

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27 pages, 3107 KiB  
Article
Modeling School Commuting Mode Choice Under Normal and Adverse Weather Conditions in Chiang Rai City
by Chanyanuch Pangderm, Tosporn Arreeras and Xiaoyan Jia
Future Transp. 2025, 5(3), 101; https://doi.org/10.3390/futuretransp5030101 - 1 Aug 2025
Viewed by 118
Abstract
This study investigates the factors influencing school trip mode choice among senior high school students in the Chiang Rai urban area, Chiang Rai, Thailand, under normal and adverse weather conditions. Utilizing data from 472 students across six extra-large urban schools, a Multinomial Logit [...] Read more.
This study investigates the factors influencing school trip mode choice among senior high school students in the Chiang Rai urban area, Chiang Rai, Thailand, under normal and adverse weather conditions. Utilizing data from 472 students across six extra-large urban schools, a Multinomial Logit (MNL) regression model was applied to examine the effects of socio-demographic attributes, household vehicle ownership, travel distance, and spatial variables on mode selection. The results revealed notable modal shifts during adverse weather, with motorcycle usage decreasing and private vehicle reliance increasing, while school bus usage remained stable, highlighting its role as a resilient transport option. Car ownership emerged as a strong enabler of modal flexibility, whereas students with limited access to private transport demonstrated reduced adaptability. Additionally, increased waiting and travel times during adverse conditions underscored infrastructure and service vulnerabilities, particularly for mid-distance travelers. The findings suggest an urgent need for transport policies that promote inclusive and climate-resilient mobility systems, particularly in the context of Chiang Rai, including expanded school bus services, improved first-mile connectivity, and enhanced pedestrian infrastructure. This study contributes to the literature by addressing environmental variability in school travel behavior and offers actionable insights for sustainable transport planning in secondary cities and border regions. Full article
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22 pages, 3145 KiB  
Article
Application of an Improved Harmony Search Algorithm on Electric Vehicle Routing Problems
by Vanny Minanda, Yun-Chia Liang, Angela H. L. Chen and Aldy Gunawan
Energies 2024, 17(15), 3716; https://doi.org/10.3390/en17153716 - 27 Jul 2024
Viewed by 1799
Abstract
Electric vehicles (EVs) have gained considerable popularity, driven in part by an increased concern for the impact of automobile emissions on climate change. Electric vehicles (EVs) cover more than just conventional cars and trucks. They also include electric motorcycles, such as those produced [...] Read more.
Electric vehicles (EVs) have gained considerable popularity, driven in part by an increased concern for the impact of automobile emissions on climate change. Electric vehicles (EVs) cover more than just conventional cars and trucks. They also include electric motorcycles, such as those produced by Gogoro, which serve as the primary mode of transportation for food and package delivery services in Taiwan. Consequently, the Electric Vehicle Routing Problem (EVRP) has emerged as an important variation of the Capacitated Vehicle Routing Problem (CVRP). In addition to the CVRP’s constraints, the EVRP requires vehicles to visit a charging station before the battery level is insufficient to continue service. EV battery consumption is linearly correlated to their weight. These additional constraints make the EVRP more challenging than the conventional CVRP. This study proposes an improved Harmony Search Algorithm (HSA), with performance validated by testing 24 available benchmark instances in the EVRP. This study also proposes a novel update mechanism in the improvement stage and a strategy to improve the routes with charging stations. The results show that in small and large instances, the proposed HSA improved the number of trips to the charging stations by 24% and 4.5%, respectively. These results were also verified using the Wilcoxon signed-rank significant test. Full article
(This article belongs to the Section E: Electric Vehicles)
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19 pages, 1476 KiB  
Article
Choosing a Mode in Bangkok: Room for Shared Mobility?
by Eva Ayaragarnchanakul, Felix Creutzig, Aneeque Javaid and Nattapong Puttanapong
Sustainability 2022, 14(15), 9127; https://doi.org/10.3390/su14159127 - 25 Jul 2022
Cited by 5 | Viewed by 3880
Abstract
Individual motorized vehicles in urban environments are inefficiently oversupplied both from the perspective of transport system efficiency and from the perspective of local and global environmental externalities. Shared mobility offers the promise of more efficient use of four-wheeler vehicles, while maintaining flexible routing. [...] Read more.
Individual motorized vehicles in urban environments are inefficiently oversupplied both from the perspective of transport system efficiency and from the perspective of local and global environmental externalities. Shared mobility offers the promise of more efficient use of four-wheeler vehicles, while maintaining flexible routing. Here, we aim to understand the travel mode choices of commuters in Bangkok and explore the potential demand for shared mobility through examining both revealed and stated choices, based on our survey (n = 1239) and a systematic comparison of mode choice situations. Our multinomial logistic regression analysis indicates that commuters value time in their vehicles and accept fuel costs, but that they dislike wasting time walking, waiting, and searching for parking or pay for road use and parking. Our model results imply that shared taxi has a higher chance of being used as a door-to-door mode rather than as a competitor to motorcycle taxis as a feeder to the metro stations. Ride sharing gains substantial potential when private motorized cars are charged with the social external costs they cause via congestion charges and parking fees. Replacing cars with shared taxis as the daily choice for those living in detached houses will result in a 24–36% reduction of car trips on Bangkok roads. Full article
(This article belongs to the Special Issue Shared Mobility and Sustainable Transportation)
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20 pages, 1240 KiB  
Article
Travel Behaviour and Barriers to Active Travel among Adults in Yaoundé, Cameroon
by Lambed Tatah, Yves Wasnyo, Matthew Pearce, Tolu Oni, Louise Foley, Ebele Mogo, Charles Obonyo, Jean Claude Mbanya, James Woodcock and Felix Assah
Sustainability 2022, 14(15), 9092; https://doi.org/10.3390/su14159092 - 25 Jul 2022
Cited by 7 | Viewed by 3490
Abstract
The literature on urban travel behaviour in Africa is sparse, limiting our understanding of how urban transport policies respond to human and planetary needs. We conducted a cross-sectional household telephone survey on 1334 participants, using a 24 h time-use diary, to investigate travel [...] Read more.
The literature on urban travel behaviour in Africa is sparse, limiting our understanding of how urban transport policies respond to human and planetary needs. We conducted a cross-sectional household telephone survey on 1334 participants, using a 24 h time-use diary, to investigate travel behaviour and barriers to active travel (walking and cycling) in Yaoundé, Cameroon. We found that two-thirds of all participants reported at least one trip; the median (IQR) numbers of trips per capita and per participant with trips were 2 (0–3) and 2 (2–3), respectively. The main trip modes were shared taxi (46%), walking (27%), private cars (11%), and motorcycle taxis (10%), with 25%, 56%, and 45% of all participants reporting the use of active, motorised, and public transport, respectively. The mean (IQR) trip duration was 48 (30–60) min; for participants who reported trips, the daily overall and active travel durations were 121 (60–150) and 28 (0–45) min, respectively. Women were less likely to travel, making fewer and shorter trips when they did. Participants in less wealthy households were more likely to travel. The primary barriers to both walking and cycling were the fear of road traffic injuries and the inconvenience of active travel modes. Therefore, local urban transport authorities need to improve the safety and convenience of active mobility and promote gender equity in transport. Restrictions to movements during the COVID-19 pandemic and the relatively small survey sample might have biased our results; thus, a representative travel survey could improve current estimates. More generally, high-quality research on travel behaviours and their correlates is needed in low-resource settings. Full article
(This article belongs to the Section Sustainable Transportation)
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17 pages, 835 KiB  
Article
Ride-Hailing Service Adoption and Local Context in Motorcycle-Based Societies: Case Study in Hanoi, Vietnam
by Nguyen Hoang-Tung, Hoang Thuy Linh, Hoang Van Cuong, Phan Le Binh, Shinichi Takeda and Hironori Kato
Sustainability 2022, 14(2), 728; https://doi.org/10.3390/su14020728 - 10 Jan 2022
Cited by 9 | Viewed by 8296
Abstract
The ride-hailing service (RHS) has emerged as a major form of daily travel in many Southeast Asian cities where motorcycles are extensively used. This study aims to analyze the local context in motorcycle-based societies, which may affect the establishment of travelers’ choice set [...] Read more.
The ride-hailing service (RHS) has emerged as a major form of daily travel in many Southeast Asian cities where motorcycles are extensively used. This study aims to analyze the local context in motorcycle-based societies, which may affect the establishment of travelers’ choice set after the appearance of RHSs. In particular, it empirically compares three types of choice-set structures in the context of urban travel mode choice by estimating standard logit and nested logit models to test six hypotheses on the associations of RHS adoption with its determinants. Revealed preference data of 449 trips from both RHS users and non-RHS users were collected through a face-to-face interview-based questionnaire survey in Hanoi, Vietnam, in December 2020. The results of model estimations revealed: (1) a substitutional effect for two-wheelers but not for four-wheelers, (2) a significant positive influence of car ownership on car RHS adoption but not on motorcycle RHS adoption, (3) significantly high sensitivity to travel time of motorcycle RHS but not of car RHS, (4) a significant negative effect of traffic congestion on car RHS adoption but an insignificant one on motorcycle RHS adoption, and (5) a significant positive association of an individual’s experience in using a smartphone with car RHSs but insignificant association with motorcycle RHSs. Our findings suggest that transportation policies of RHS motorcycles should be different from those of RHS cars because of the heterogeneity in travel behaviors of RHS users between them. They also indicate that the transition from motorcycles to cars as well as the difference in service availability among different types of RHSs should be incorporated into the development of transportation policies in Southeast Asian cities. Full article
(This article belongs to the Collection Sustainability in Urban Transportation Planning)
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19 pages, 12938 KiB  
Article
Exploring the Effects of Carpooling on Travelers’ Behavior during the COVID-19 Pandemic: A Case Study of Metropolitan City
by Anfeng Xu, Jiming Chen and Zihui Liu
Sustainability 2021, 13(20), 11136; https://doi.org/10.3390/su132011136 - 9 Oct 2021
Cited by 14 | Viewed by 4774
Abstract
Transportation accounts for more than a quarter of the greenhouse gas emissions that are causing climate change. Carpooling is a subset of the sharing economy, in which individuals share their vehicle with commuters to save travel expenses. In recent decades, carpooling has been [...] Read more.
Transportation accounts for more than a quarter of the greenhouse gas emissions that are causing climate change. Carpooling is a subset of the sharing economy, in which individuals share their vehicle with commuters to save travel expenses. In recent decades, carpooling has been promoted as a feasible alternative to car ownership with the potential to alleviate traffic congestion, parking demand, and environmental problems. Unstable economic conditions, cultural norms, and lack of infrastructure make cultural exchange activities and mobility habits different in developing nations to those in developed countries. The rapid evolution of sharing mobility has reshaped travelers’ behavior and created a dire need to determine the travel patterns of commuters living in megacities in developing countries. To obtain data, a web-based stated choice (SC) experiment was used in this study. It used mode-related variables, socioeconomic demographic variables, and a coronavirus disease 2019 (COVID-19) precautionary measure variable. Logit models, namely the mixed logit regression model (ML) and the multinomial logit regression model (MNL), were applied to analyze the available data. According to modeling and survey data, economic variables associated with modes of transport, such as trip time and trip cost, were determined to be significant. Additionally, the results revealed that commuters were more conscious of COVID-19 preventive measures, which was determined to be highly significant. The findings showed that the majority of residents in the COVID-19 pandemic continue to rely on automobiles and motorcycles. It is noteworthy that individuals with more than two members in their family and a travel distance of less than seven miles were more likely to prefer a carpooling service. This study’s findings will provide a basis for researchers to aid existing operators in the field of transportation, as well as offer guidelines for governments in developing countries to enhance the utility of transportation networks. Full article
(This article belongs to the Special Issue Travel Behavior and Sustainable Urban Mobility Planning/Management)
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39 pages, 10232 KiB  
Article
Anatomy of an Informal Transit City: Mobility Analysis of the Metropolitan Area of Lima
by Franco Jauregui-Fung, Jeffrey Kenworthy, Samar Almaaroufi, Natalia Pulido-Castro, Sara Pereira and Kathrin Golda-Pongratz
Urban Sci. 2019, 3(3), 67; https://doi.org/10.3390/urbansci3030067 - 11 Jul 2019
Cited by 13 | Viewed by 16792
Abstract
Lima, as the capital of Peru, has become its first megacity with more than 10 million people in an area that extends over 80 km in a North-South direction. As a city of this size, it faces complex mobility issues with a strong [...] Read more.
Lima, as the capital of Peru, has become its first megacity with more than 10 million people in an area that extends over 80 km in a North-South direction. As a city of this size, it faces complex mobility issues with a strong reliance on informal transport modes (buses, minibuses, and paratransit vehicles) due to the deterioration of its transit system quality during the 20th century. This paper examines the current urban situation in Lima through an analysis of the city’s structure, with an emphasis on its transport history and the resulting types of walking, transit, and car-oriented fabrics that can be identified. The mobility analysis was made through data collection, including daily trips by public and private modes, annual passenger kilometers and vehicle kilometers of travel, length of exclusive lanes for public transport and freeways, car and paratransit modes ownership, transport emissions, and safety. These data are used to position Lima in a comparative global context showing its relative strengths and weaknesses in urban form and mobility and providing suggestions for a more sustainable transport and land use system. It is asserted that Lima is an informal transit-oriented city, as distinct from recognized transit metropolises (e.g., Tokyo or German cities such as Berlin or Munich), which often involve private companies, operating under an umbrella of strong government regulation, fare setting, and high service standards. Lima is shown to have some important qualities such as a high density, comparatively low car ownership and freeway provision and still healthy levels of transit and non-motorized mode use despite non-ideal conditions for either. These qualities, if combined with effective governance structures, government commitment to higher quality formal transit systems, which better integrate the important informal transit sector, cessation of high capacity road building, greater protection and encouragement for non-motorized modes and some effective controls over growing car and motorcycle ownership, would see Lima develop a more sustainable transport system. Full article
(This article belongs to the Special Issue The Future of Urban Transportation and Mobility Systems)
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21 pages, 1436 KiB  
Article
Does the Built Environment Make a Difference? An Investigation of Household Vehicle Use in Zhongshan Metropolitan Area, China
by Yi Zhang, Wei Wu, Yuan Li, Qixing Liu and Chaoyang Li
Sustainability 2014, 6(8), 4910-4930; https://doi.org/10.3390/su6084910 - 4 Aug 2014
Cited by 43 | Viewed by 7193
Abstract
To address worsening urban traffic and environmental issues, planners and policy makers in China have begun to recognize the importance of shaping vehicle use through the built environment. However, very few studies can be found that examine the relationship between the built environment [...] Read more.
To address worsening urban traffic and environmental issues, planners and policy makers in China have begun to recognize the importance of shaping vehicle use through the built environment. However, very few studies can be found that examine the relationship between the built environment and vehicle use in the Chinese context. With data collected in Zhongshan Metropolitan Area, this study examined how two built environment representations—simple measures and neighborhood types—were related to household car trips and motorcycle trips in China. The results of the negative binomial regression models showed that the household socio-demographic measures displayed significant association, and the built environment representations enhanced the explanatory powers. All else being equal, households in Zhongshan would generate less car and motorcycle trips if located in neighborhoods with denser land use development, better transit service and less connective street networks. In order to shape vehicle use, the findings provided informative insights for planners and policy makers to form a relatively high density of land use developments, slow down the construction of street networks, provide more jobs adjacent to residential areas and facilitate easy access to public transportation services. Full article
(This article belongs to the Section Sustainable Urban and Rural Development)
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