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Bike-Sharing as Entertainment: Increased round-trip bike share trips during the COVID-19 pandemic in the U.S.

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초록

This study explored the patterns of bike-sharing trips in nine U.S. cities between 2019 and 2020 and estimated the impact of the COVID-19 pandemic. We used Bike Share trip data from the official websites of its operators in nine cities. We first examined the patterns of bikeshare trips between 2019 and 2020 by assessing descriptive statistics. We then employed a multilevel mixed-effect regression model on the pooled data to examine the effects of neighborhood-built environments on round-trip bike-sharing trips. The key findings are as follows: First, the COVID-19 outbreak generally led to reduced bike-sharing trips, but not in all cities. For instance, we observed increased bike-sharing trips after the COVID-19 pandemic in Columbus, Ohio. Second, we observed increased round-trip bike-sharing trips (i.e., trips that began and ended at the same bike-share station) in all nine cities after the COVID-19 outbreak. Third, bike-sharing trips in areas with high proportions of green (open) spaces and recreational facilities are more likely to be round-trip bike-sharing trips. This means that round-trip bike-sharing trips may have entertainment attributes such as leisure or exercise instead of commuting. This study reveals that public bike-sharing can be useful for entertainment, leisure, exercise, and transportation during the COVID-19 pandemic.

Abstract

This study explored the patterns of bike-sharing trips in nine U.S. cities between 2019 and 2020 and estimated the impact of the COVID-19 pandemic. We used Bike Share trip data from the official websites of its operators in nine cities. We first examined the patterns of bikeshare trips between 2019 and 2020 by assessing descriptive statistics. We then employed a multilevel mixed-effect regression model on the pooled data to examine the effects of neighborhood-built environments on round-trip bike-sharing trips. The key findings are as follows: First, the COVID-19 outbreak generally led to reduced bike-sharing trips, but not in all cities. For instance, we observed increased bike-sharing trips after the COVID-19 pandemic in Columbus, Ohio. Second, we observed increased round-trip bike-sharing trips (i.e., trips that began and ended at the same bike-share station) in all nine cities after the COVID-19 outbreak. Third, bike-sharing trips in areas with high proportions of green (open) spaces and recreational facilities are more likely to be round-trip bike-sharing trips. This means that round-trip bike-sharing trips may have entertainment attributes such as leisure or exercise instead of commuting. This study reveals that public bike-sharing can be useful for entertainment, leisure, exercise, and transportation during the COVID-19 pandemic.

참고문헌 (49)

  1. Akar, Gulsah., "Influence of individual perceptions and bicycle infrastructure on decision to bike", Transportation research record, 2140(1), pp.165~172 (2009)
  2. Bergantino, Angela Stefania., "In fluencing factors for potential bi ke-sha ring users : An empirical analysis during the COVID-19 pandemic", Research in Transportation Economics, 86, pp.101028~ (2021)
  3. Büchel, Beda., "COVID-19 as a window of opportunity for cycling : Evidence from the first wave", Transport policy, 116, pp.144~156 (2022)
  4. Bullock, Craig., "The economic contribution of public bike-share to the sustainability and efficient functioning of cities", Sustainable cities and society, 28, pp.76~87 (2017)
  5. Bustamante, Xavier., "Riding the wave : Predicting the use of the bike-sharing system in Barcelona before and during COVID-19", Sustainable cities and Society, 83, pp.103929~ (2022)
  6. Campbell, Kayleigh B., "Sharing riders : How bikesharing impacts bus ridership in New York City", Transportation Research Part A : Policy and Practice, 100, pp.264~282 (2017)
  7. Caulfield, Brian., "Examining usage patterns of a bike-sharing scheme in a medium sized city", Transportation research part A : policy and practice, 100, pp.152~161 (2017)
  8. Chibwe, Joseph., "An exploratory analysis of the trend in the demand for the London bike-sharing system : From London Olympics to Covid-19 pandemic", Sustainable Cities and Society, 69, pp.102871~ (2021)
  9. Chen, Wendong., "What factors influence ridership of station-based bike sharing and freefloating bike sharing at rail transit stations?", International Journal of Sustainable Transportation, 16(4), pp.357~373 (2022)
  10. Cheng, Long., "Do residential location effects on travel behavior differ between the elderly and younger adults?", Transportation research part D : transport and environment, 73, pp.367~380 (2019)
  11. Duran-Rodas, David., "Built environment factors affecting bike sharing ridership : data-driven approach for multiple cities", Transportation research record, 2673(12), pp.55~68 (2019)
  12. El-Assi, Wafic., "Effects of built environment and weather on bike sharing demand : a station level analysis of commercial bike sharing in Toronto", Transportation, 44, pp.589~613 (2017)
  13. Ellder, Erik, "Commuting choices and residential built environments in Sweden, 1990–2010 : a multilevel analysis", Urban Geography, 35(5), pp.715~734 (2014)
  14. Ewing, Reid., "Travel and the built environment : a synthesis", Transportation research record, 1780(1), pp.87~114 (2001)
  15. Ewing, Reid., "Travel and the built environment : A meta-analysis", Journal of the American planning association, 76(3), pp.265~294 (2010)
  16. Fishman, Elliot., "Barriers to bikesharing : an analysis from Melbourne and Brisbane", Journal of Transport Geography, 41, pp.325~337 (2014)
  17. Gebhart, Kyle., "The impact of weather conditions on bikeshare trips in Washington, DC", Transportation, 41, pp.1205~1225 (2014)
  18. Goldstein, Harvey, "Multilevel mixed linear model analysis using iterative generalized least squares", Biometrika, 73(1), pp.43~56 (1986)
  19. Goulias, Konstadinos G, "Multilevel analysis of daily time use and time allocation to activity types accounting for complex covariance structures using correlated random effects", Transportation, 29, pp.31~48 (2002)
  20. Hu, Songhua., "Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic", Journal of transport geography, 91, pp.102997~ (2021)
  21. Hua, Mingzhuang., "Should bike-sharing continue operating during the COVID-19 pandemic? Empirical findings from Nanjing, China", Journal of Transport & Health, 23, pp.101264~ (2021)
  22. Jiao, Junfeng., "Impacts of COVID-19 on bike-sharing usages in Seoul, South Korea", Cities, 130, pp.103849~ (2022)
  23. Kim, Minjun., "Analysis on bike-share ridership for origin-destination pairs : Effects of public transit route characteristics and land-use patterns", Journal of Transport Geography, 93, pp.103047~ (2021)
  24. Kwon, Kihyun., "What determines modal substitution between bike-sharing and public transit? Evidence from Columbus, Ohio during the COVID-19 pandemic", International Journal of Sustainable Transportation, 17(10), pp.1087~1096 (2023)
  25. Ma, Xinwei., "Bike-sharing systems’ impact on modal shift : A case study in Delft, the Netherlands", Journal of cleaner production, 259, pp.120846~ (2020)
  26. Manout, Ouassim., "On the bumpy road to recovery : resilience of public transport ridership during COVID-19 in 15 European cities", Letters in Spatial and Resource Sciences, 16(1), pp.14~ (2023)
  27. Martin, Elliot W., "Evaluating public transit modal shift dynamics in response to bikesharing : a tale of two US cities", Journal of Transport Geography, 41, pp.315~324 (2014)
  28. Nikiforiadis, Andreas., "Assessing the impact of COVID-19 on bike-sharing usage : The case of Thessaloniki, Greece", Sustainability, 12(19), pp.8215~ (2020)
  29. Noland, Robert B., "Bikeshare trip generation in New York city", Transportation Research Part A : Policy and Practice, 94, pp.164~181 (2016)
  30. Park, Yujin., "Why do bicyclists take detours? A multilevel regression model using smartphone GPS data", Journal of transport geography, 74, pp.191~200 (2019)
  31. Radzimski, Adam., "Exploring the relationship between bike-sharing and public transport in Poznań, Poland", Transportation Research Part A : Policy and Practice, 145, pp.189~202 (2021)
  32. Sass, Karina Simone., "The impact of COVID-19 on tourism, employment, and population of the Azores islands", Letters in Spatial and Resource Sciences, 16(1), pp.42~ (2023)
  33. Shaer, Amin., "Examining the associations between perceived built environment and active travel, before and after the COVID-19 outbreak in Shiraz city, Iran", Cities, 115, pp.103255~ (2021)
  34. Shang, Wen-Long., "Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing : A big-data analysis", Applied Energy, 285, pp.116429~ (2021)
  35. Sun, Feiyang., "Promoting public bike-sharing : A lesson from the unsuccessful Pronto system", Transportation Research Part D : Transport and Environment, 63, pp.533~547 (2018)
  36. Teixeira, João Filipe., "The role of bike sharing during the coronavirus pandemic : An analysis of the mobility patterns and perceptions of Lisbon’s GIRA users", Transportation Research Part A : Policy and Practice, 159, pp.17~34 (2022)
  37. Vo, Tung., "Impacts of the COVID-19 pandemic on bikeshare usage by rider membership status across selected US cities", Transportation Research Record, 2677(4), pp.547~561 (2023)
  38. Wang, Kailai., "Gender gap generators for bike share ridership : Evidence from Citi Bike system in New York City", Journal of transport geography, 76, pp.1~9 (2019)
  39. Weng, Min., "The 15-minute walkable neighborhoods : Measurement, social inequalities and implications for building healthy communities in urban China", Journal of Transport & Health, 13, pp.259~273 (2019)
  40. "Defining the 15-minute city" (2021)[URL]
  41. "Data" (2021)[URL]
  42. "Data" (2021)[URL]
  43. "Data" (2021)[URL]
  44. "Data" (2021)[URL]
  45. "Data" (2021)[URL]
  46. "Data" (2021)[URL]
  47. "Data" (2021)[URL]
  48. "Data" (2021)[URL]
  49. "Data" (2021)[URL]

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