Dillon T. Fitch’s research while affiliated with University of California, Davis and other places

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Publications (25)


Figure 1. Map of COVID pedestrian street programs in the US
Figure 4. Google places API business search sample street
Figure 5. Survey data collection workflow
Figure 9. Response to the statement "I was concerned about elderly or disabled people's access to my businesses"
Figure 11. Responses to statements regarding city involvement in pedestrian street programs

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Were COVID pedestrian streets good for business? Evidence from interviews and surveys from across the US
  • Article
  • Full-text available

May 2023

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144 Reads

Journal of Transport and Land Use

Hayden Andersen

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Dillon Fitch

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During the COVID pandemic, at least 97 US cities closed downtown streets to vehicles to create commercial pedestrian streets with the goal of encouraging active travel and economic activity at safe social distances. This study addressed three questions about these programs for businesses located on a pedestrian street: 1) what factors influenced their feelings about the program; 2) what concerns did businesses located on pedestrian streets have; and 3) how did the pedestrian street program impact a business’s revenue as compared to other businesses in the area on streets that did not close. We created a geographic database of these pedestrian streets and identified nearly 14,000 abutting businesses, from which we collected interview and survey data. The interviews and survey results highlight key issues surrounding businesses’ experiences with pedestrian streets. Businesses abutting pedestrian streets had a slightly higher opinion of these programs than businesses not abutting these streets. A test of the effect of pedestrian street interventions on business revenue using a pseudo-control group showed the effect to be uncertain but, on average, negligible. The findings point to steps that cities can take to maximize the benefits of pedestrian streets for local businesses.

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Can an Incentive-Based approach to rebalancing a Dock-less Bike-share system Work? Evidence from Sacramento, California

September 2022

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55 Reads

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15 Citations

Transportation Research Part A Policy and Practice

Bike-share services will produce more limited benefits if users cannot find bikes when and where they need them. Bike-share operators must thus have process for “rebalancing” the bikes within the system to ensure that they are available where demanded. A potentially cost-effective strategy for rebalancing bikes is to offer incentives of some sort to users to walk farther to get a bike (origin-based incentive) or bring a bike to the undersupplied area (destination-based incentive). This paper aims to examine bike-share users’ willingness-to-walk to pick up a bike or drop off a bike at some distance from their origins or destinations if rewarded and to identify characteristics influencing willingness-to-walk. We use data from a survey of dock-less e-bike-share users conducted in the Sacramento region. The analysis shows that half of the respondents use bike-share if the available bike is located 8.9 min away. Our estimates of willingness-to-walk farther than the mean distance for incentives at origins and destinations were 3.8 min and 4.2 min per dollar, respectively. Our results give operators and policy makers insights into the potential effectiveness of incentives as a strategy for spatially rebalancing bike-share fleets.


Changes in Active Travel During the COVID-19 Pandemic

July 2022

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16 Reads

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1 Citation

This chapter examines the impact of the pandemic on walking and bicycling using three longitudinal samples of U.S. adults in the time of COVID-19. We use data from a unique longitudinal panel that was created as a combination of research projects conducted during 2018, 2019, and 2020 at the University of California, Davis. Data was collected in a sequence of four waves of data collection to better understand how active travel changed from early lockdown orders through lifts in travel restrictions. Bicycling in all three panels showed examples of an increase in the mode share for commuting at the start of the pandemic along with less of a decrease in the absolute number of trips with this mode, compared to other modes. Through person-level change and changes in mode share, walking showed an increase for non-work travel and daily physical activity during the spring of 2020. The analyses presented in this chapter show how some respondents initially turned to active travel during the early pandemic months, but that active travel generally waned later into the pandemic.


Effectiveness of Free Bikes and E-Bikes for Commute Mode Shift: The Case of Google’s Lending Program

May 2022

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71 Reads

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2 Citations

Frontiers in Future Transportation

In 2015, Google began a new transportation demand management program designed to increase bike commuting to their two main corporate campuses in Mountain View and Sunnyvale, CA, United States by lending conventional and electric assisted bikes to employees at no cost to them. Following the lending period, Google incentivized bike purchases, among many other program co-benefits to increase bike commuting. Using a series of bivariate and multivariable analyses, we estimate the program led to average bike commute increases of approximately 1.7–2.3 days per week, roughly a tripling of prior bike commute rates for participating employees. After the program, bike rates of participants diminished slightly, but were still greater than baseline (increase of 1.3–1.9 days per week). Furthermore, nearly all the increases in bicycling are likely attributed to decreases in single occupancy vehicle (SOV) commuting. This study offers a first look at the potential for bike lending as a transportation demand management strategy for large employers in suburban settings which can help other employers design their own programs.


What travel modes do shared e-scooters displace? A review of recent research findings

January 2022

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234 Reads

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116 Citations

Transport Reviews

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Dillon Taylor Fitch

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[...]

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The impacts of shared e-scooters on modal shifts have received increased attention in recent years. This study provides a review of the literature for modal shifts in the US and other countries. The profile of shared e-scooter users is rather similar to that of station-based and free-floating bikeshare programs. The empirical data reveal that people use shared e-scooters in place of cars at substantial rates, especially in many US cities, which suggests that in many locations shared e-scooters may be a good strategy for reducing car dependence. The use of shared e-scooters as a complement to public transit varies highly by city, highlighting how technology, regulations, and incentives may be needed in some cities to ensure modal integration and harvest the potential societal benefits from the introduction of shared e-scooters.


What makes bicyclists comfortable? Insights from a visual preference survey of casual and prospective bicyclists

January 2022

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45 Reads

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22 Citations

Transportation Research Part A Policy and Practice

Understanding what environments are comfortable (and perceived as safe) for bicyclists is essential for increasing bicycling, particularly for non-experienced riders. Surveys probing people’s qualitative perceptions about bicycling environments can inform bicycle planning in important ways. In this study we use survey data from an on-line video experiment to analyze bicycling comfort and its relationship with person-level and road-level variables. We use an existing survey of students, faculty, and staff at UC Davis (n = 3089) who rated video clips of bicycling facilities in different environments based on their perceived comfort as a part of the annual UC Davis Campus Travel Survey (CTS). The video clips come from a variety of urban and semi-rural roads around the San Francisco Bay Area where bicycling rates vary. Our results indicate considerable effects of socio-demographics and attitudes on absolute video ratings, but we find relative agreement about which videos are most comfortable and uncomfortable across our sample population segments. Presence of bike infrastructure and low speed roads are especially important in generating higher comfort ratings. However, our results suggest that even the best designed on-road bike facilities (according to attributes in our data) are unlikely to provide a comfortable bicycling environment for those without a predisposition to bicycle. Nonetheless, our results provide guidance for improving roads with on-street bike facilities where protected or separated facilities may not be suitable. We discuss these results in the context of design standards for bicycling and methods for prioritizing bike infrastructure investments.


Growing Bike-Share Demand and Increasing Equity: A Closer Look at the Patterns of the Sacramento Area E-Bike Share

January 2022

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16 Reads

Bike-share service has become popular as a sustainable mode of transport in many cities in the U.S. But growing bike share demand while addressing social equity by providing adequate access to the service to lower-income groups is a challenge for cities. With the goal of informing their efforts, we analyzed the influence of socio-demographic and other factors on the decision to use bike-share as well as the frequency of using bike-share. The data for this analysis come from household and bike-share user surveys from the Sacramento region. Statistical modeling shows that although low-income individuals and students are less likely to use bike-share, they use it more frequently compared to others when they do use it. Individuals who regularly use multiple modes of travel also use the service frequently. Simulations based on the statistical models show that bike share demand increases substantially if low-income individuals, students, and multi-modal travelers make up a higher share of the user base.


Fig. 1. Conceptual framework for stress response during active travel.
Physiological markers of traffic-related stress during active travel

January 2022

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347 Reads

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24 Citations

Transportation Research Part F Traffic Psychology and Behaviour

Understanding perceptions of safety and comfort (PSC) while walking or cycling is essential to accommodating and encouraging active travel, but current measures of PSC, primarily surveys, suffer from validity and reliability issues. Physiological markers of stress like electrodermal activity and heart rate variability have been proposed as alternative, objective measures of PSC. This paper presents a literature summary and conceptual framework examining the use of physiological stress markers during walking and cycling. The existing studies of active traveller stress markers report inconsistent findings and account for limited controls. We propose a comprehensive conceptual framework to describe the array of dynamic stimuli experienced during active travel, with complex appraisals and multidimensional stress responses that feedback to travel behaviour and stimuli exposure, and culminate in a set of physiological outcomes triggered by activation of the autonomic nervous system – all moderated by numerous personal and trip-related factors. The key challenge of inferring traffic-related fear or discomfort from physiological markers measured on-road is potential confounding effects of: (1) non-traffic factors that induce or modify stress responses, (2) traffic factors that induce stress responses not associated with safety or comfort, and (3) personal and environmental factors that directly influence physiological measurements outside of a stress response. No physiological stress marker has yet been shown to be reliable for on-road active travellers, particularly not for inter-subject comparisons. Physiological markers have the potential to provide high-resolution, objective information about pedestrian and cyclist PSC, but further research, particularly controlled experiments, and more precise study framing are needed to ensure validity and address moderating and confounding factors.


Factors influencing dock-less E-bike-share mode substitution: Evidence from Sacramento, California

October 2021

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84 Reads

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42 Citations

Transportation Research Part D Transport and Environment

Dock-less e-bike-share use is likely to reduce vehicle miles traveled (VMT) and related greenhouse emissions – if it substitutes for car use. If the major mode shift comes from public transit, owned bike, or walking, the benefits will be more limited. The goal of this paper is to identify the factors influencing mode substitution, defined here as the mode that is replaced when bike-share is used. The analysis shows that the dominant mode substitution for trips of less than 1 mile for most trip purposes is walking. Long trips and non-commute trips that start at non-commercial locations are likely to represent car substitution and some groups, such as women, non-membership holders and those who have a private car, are more likely to report car substitution for any trip purpose. These results provide guidance for designing bike-share operations and policies to enhance car substitution.


Citations (19)


... Table 3 has also shown a negative relationship between bike-sharing system capacity with GHG emissions, VMT, percent of low-wage workers in the city, land area, and street intersection density. This indicates that in places with low GHG emissions and VMT, biking is highly used as an alternative mode (Cheng et al., 2022;Fukushige et al., 2023;Kou et al., 2020;Luo et al., 2020;Raposo & Silva, 2022). This is an area that warrants further exploration is the directional relationship between Vehicle Miles Traveled (VMT), Greenhouse Gas (GHG) emissions, and bike-sharing capacity. ...

Reference:

Prediction of Bike-Sharing Station Demand Using Explainable Artificial Intelligence Prediction of Bike-Sharing Station Demand Using Explainable Artificial Intelligence
Estimating Vehicle-miles traveled reduced from Dock-less E-bike-share: Evidence from Sacramento, california
  • Citing Article
  • April 2023

Transportation Research Part D Transport and Environment

... Taken together, walking likely played an important role in supporting mental and physical health during the early pandemic years. Yet much of the transport research coming out of the pandemic years focussed on public transport ridership, commuting behaviour and working from home, with fewer studies looking at non-commute and active travel (Hook et al., 2023, Cusack, 2021, McElroy et al., 2022. ...

Changes in Active Travel During the COVID-19 Pandemic
  • Citing Chapter
  • July 2022

... The evolution of smart technologies in the early 2010s, which popularized the concept of the sharing economy (Martin, 2016), also led to the third generation of bike-sharing services. Over the last decade, bike-sharing services experienced a sharp increase in many cities worldwide (DeMaio, 2009;Fukushige et al., 2022;Kabra et al., 2020;Radzimski and Dzięcielski, 2021;Yang et al., 2021;Zhang et al., 2023). Today, the number of cities offering bikesharing services has surpassed 1600 with over 2100 bike-sharing service platforms currently in operation (Chu et al., 2021;Wang and Wang, 2021). ...

Can an Incentive-Based approach to rebalancing a Dock-less Bike-share system Work? Evidence from Sacramento, California
  • Citing Article
  • September 2022

Transportation Research Part A Policy and Practice

... In general, commuting length and duration seem to be fundamental determinants of commute mode choice. [7][8][9][10] Driving is often considered the fastest way to commute. Men commute by car more often than women in several parts of the world, including the Nordic countries like Finland and Sweden. ...

Effectiveness of Free Bikes and E-Bikes for Commute Mode Shift: The Case of Google’s Lending Program

Frontiers in Future Transportation

... Thanks to the prevalence of smartphones and their embedded sensors [8][9][10][11], along with communication and computing capabilities, TMD applications can collect, transmit and analyze data in real time [12], providing users with practical and effective information [13,14]. Reliable recognition of transportation modes leads to a variety of practical applications, such as the implementation of more informative studies on modes of transportation, optimizing urban organization and traffic flow management [15], encouraging public transport usage [16,17], reducing CO 2 emissions [18], optimizing localization algorithms and estimating travel times for different types of vehicles with a better accuracy [12]. Some review papers exist in the literature and address TMD systems and related learning approaches [19][20][21]. ...

What travel modes do shared e-scooters displace? A review of recent research findings
  • Citing Article
  • January 2022

Transport Reviews

... Cyclists' perceptions of safety and comfort (PSC) is a major determinant of travel satisfaction and a key component in evaluating low-stress bicycling facilities (Mekuria et al., 2012). Perceived safety and comfort are mainly measured by stated preference (SP) and revealed preference (RP) surveys, which are subject to response biases and challenges in data resolution (Bigazzi et al., 2022). To address this limitation, collecting data with eye tracking devices, has been proposed as an objective, in situ, and high-resolution alternative for measuring cyclists' stress. ...

Physiological markers of traffic-related stress during active travel

Transportation Research Part F Traffic Psychology and Behaviour

... Conducting survey experiments with hypothetical scenarios (e.g., text, image, video) is a promising approach in the transport domain and has been used in several studies (Fitch et al., 2022;Griswold et al., 2018). ...

What makes bicyclists comfortable? Insights from a visual preference survey of casual and prospective bicyclists
  • Citing Article
  • January 2022

Transportation Research Part A Policy and Practice

... Several physiological markers of stress response are wellestablished and widely applied in controlled laboratory settings in psychology, physiology, and human factors and ergonomics (Antoun et al., 2017;Liu and Du, 2018). However, the validity of the stress markers for ambulatory studies is not yet established (Fitch, 2021;Smets et al., 2019;Wilhelm and Grossman, 2010), especially in environments like active travel, where body movement and other dynamic factors could confound the relationship between exposure to stimuli and physiological stress markers. Hence, further examination is needed of the validity of on-road stress measurements during active travel. ...

Bicyclist Stress Perceptions and Heart Rate Variability

Findings

... Three main methods have been used in the literature to discriminate and analyze interactive behaviors between PT and different shared micro-mobility modes (SMMs), including SBs (Kong et al. 2020;Wu et al. 2022), shared E-scooters (Vinagre Díaz et al. 2023;Luo et al. 2021) and SEBs (Suchanek et al. 2021;Fukushige et al. 2021). The first method is based on administering a survey (Wang 2017;Tang et al. 2011;Yang et al. 2016), where micro-mobility services users are asked about their modal choices if the service were not available and whether they rode micro-mobility to connect to other travel modes (refer to the following subSect. ...

Factors influencing dock-less E-bike-share mode substitution: Evidence from Sacramento, California
  • Citing Article
  • October 2021

Transportation Research Part D Transport and Environment

... Firstly, trip distance is a determining factor for measuring the choice of different travel modes ( Fig. 4) (De Sá et al., 2015;Ermagun and Samimi, 2018;Fitch et al., 2021;Kim et al., 2020;Kong et al., 2020;Lee et al., 2021). For example, if a trip taken by e-bike has a significantly long distance, the motivation to replace a bike trip with an e-bike ride will be lower than replace a car trip. ...

Examining the Effects of the Sacramento Dockless E-Bike Share on Bicycling and Driving

Sustainability