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Fifty years of the bottleneck model: A bibliometric review and future research directions

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  1. Muhammad Khalid Shahid & Aye Aye Khin & Lim Chee Seong & Muhammad Shahbaz & Fiaz Ahmad, 2024. "Mapping the Relationship of Research and Development Expenditures and Economic Growth through Bibliometric Analysis: A Theoretical Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17529-17555, December.
  2. Collins, Mor & Etzioni, Shelly & Ben-Elia, Eran, 2024. "Travel behavior and system dynamics in a simple gamified automated multimodal network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 183(C).
  3. Zhang, Yuan & Zhao, Hui & Jiang, Rui, 2024. "Manage morning commute for household travels with parking space constraints," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 185(C).
  4. Zhu, Tingting & Li, Yao & Long, Jiancheng, 2022. "Departure time choice equilibrium and tolling strategies for a bottleneck with continuous scheduling preference," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
  5. Yao, Xiangming & Chen, Linshan & Zhao, Peng & Zou, Qingru & Wang, Zijia, 2025. "Exploring travelers’ responses to a prepeak discount fare policy and optimizing the pricing strategy to ease peak congestion: The case of Beijing subway," Transportation Research Part A: Policy and Practice, Elsevier, vol. 191(C).
  6. María del Carmen Valls Martínez & José Manuel Santos-Jaén & Fahim-ul Amin & Pedro Antonio Martín-Cervantes, 2021. "Pensions, Ageing and Social Security Research: Literature Review and Global Trends," Mathematics, MDPI, vol. 9(24), pages 1-25, December.
  7. Zhen Wang & Haiyun Chen & Ting Zhu & Jiazhen Huo, 2024. "Is It Necessarily Better for More Commuters to Share a Vehicle?," Sustainability, MDPI, vol. 16(16), pages 1-23, August.
  8. Wang, Tao & Liao, Peng & Tang, Tie-Qiao & Huang, Hai-Jun, 2022. "Deterministic capacity drop and morning commute in traffic corridor with tandem bottlenecks: A new manifestation of capacity expansion paradox," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
  9. Nguyen, Tiep & Duong, Quang Huy & Nguyen, Truong Van & Zhu, You & Zhou, Li, 2022. "Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 244(C).
  10. Han, Xiao & Yu, Yun & Gao, Zi-You & Zhang, H. Michael, 2021. "The value of pre-trip information on departure time and route choice in the morning commute under stochastic traffic conditions," Transportation Research Part B: Methodological, Elsevier, vol. 152(C), pages 205-226.
  11. Wu, Jiyan & Tian, Ye & Sun, Jian & Michael Zhang, H. & Wang, Yunpeng, 2023. "Public or private? Optimal organization for incentive-based travel demand management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 174(C).
  12. Lu, Jiawei & Nie, Qinghui & Mahmoudi, Monirehalsadat & Ou, Jishun & Li, Chongnan & Zhou, Xuesong Simon, 2022. "Rich arc routing problem in city logistics: Models and solution algorithms using a fluid queue-based time-dependent travel time representation," Transportation Research Part B: Methodological, Elsevier, vol. 166(C), pages 143-182.
  13. Graf, Lukas & Harks, Tobias & Palkar, Prashant, 2025. "Dynamic traffic assignment for electric vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 195(C).
  14. Zhang, Fang & Lu, Jian & Hu, Xiaojian & Fan, Ruochuan & Chen, Junlan, 2022. "Managing bottleneck congestion with tradable credit scheme under demand uncertainty," Research in Transportation Economics, Elsevier, vol. 95(C).
  15. Yu, Xiaojuan & van den Berg, Vincent A.C. & Verhoef, Erik T. & Li, Zhi-Chun, 2022. "Will all autonomous cars cooperate? Brands’ strategic interactions under dynamic congestion," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 166(C).
  16. Xiao, Ling-Ling & Liu, Tian-Liang & Huang, Hai-Jun & Liu, Ronghui, 2021. "Temporal-spatial allocation of bottleneck capacity for managing morning commute with carpool," Transportation Research Part B: Methodological, Elsevier, vol. 143(C), pages 177-200.
  17. Fu, Haoran & Akamatsu, Takashi & Satsukawa, Koki & Wada, Kentaro, 2022. "Dynamic traffic assignment in a corridor network: Optimum versus equilibrium," Transportation Research Part B: Methodological, Elsevier, vol. 161(C), pages 218-246.
  18. Senlai Zhu & Hantao Yu & Congjun Fan, 2024. "Travel Plan Sharing and Regulation for Managing Traffic Bottleneck Based on Blockchain Technology," Sustainability, MDPI, vol. 16(4), pages 1-20, February.
  19. Liu, Qiumin & van den Berg, Vincent A.C. & Verhoef, Erik T. & Jiang, Rui, 2025. "Pricing in the stochastic bottleneck model with price-sensitive demand," Transportation Research Part B: Methodological, Elsevier, vol. 194(C).
  20. André de Palma & Patrick Stokkink & Nikolas Geroliminis, 2020. "Influence of Dynamic Congestion on Carpooling Matching," THEMA Working Papers 2020-12, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  21. Liu, Qiumin & Liu, Wei & Jiang, Rui & Han, Xiao, 2025. "On the morning commute problem with mixed autonomous and human-driven traffic under stochastic bottleneck capacity," Transportation Research Part B: Methodological, Elsevier, vol. 195(C).
  22. Nishant Saravanan & Jessica Olivares-Aguila & Alejandro Vital-Soto, 2022. "Bibliometric and Text Analytics Approaches to Review COVID-19 Impacts on Supply Chains," Sustainability, MDPI, vol. 14(23), pages 1-33, November.
  23. Hörcher, Daniel & Tirachini, Alejandro, 2021. "A review of public transport economics," Economics of Transportation, Elsevier, vol. 25(C).
  24. An, Qinhe & Fu, Xiao & Huang, Di & Cheng, Qixiu & Liu, Zhiyuan, 2020. "Analysis of adding-runs strategy for peak-hour regular bus services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
  25. Li, Zhi-Chun & Yu, De-Ping & de Palma, André, 2024. "Bottleneck congestion and urban spatial structure with heterogeneous households: Equilibrium, capacity expansion and congestion tolling," Journal of Urban Economics, Elsevier, vol. 144(C).
  26. Fan, Wenbo & Xiao, Feng & Nie, Yu (Macro), 2022. "Managing bottleneck congestion with tradable credits under asymmetric transaction cost," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
  27. André de Palma & Zhi-Chun Li & De-Ping Yu, 2023. "An analytical model for residential location choices of heterogeneous households in a monocentric city with stochastic bottleneck congestion," THEMA Working Papers 2023-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  28. Akamatsu, Takashi & Wada, Kentaro & Iryo, Takamasa & Hayashi, Shunsuke, 2021. "A new look at departure time choice equilibrium models with heterogeneous users," Transportation Research Part B: Methodological, Elsevier, vol. 148(C), pages 152-182.
  29. Deng, Yao & Sheng, Dian & Liu, Baoli, 2021. "Managing ship lock congestion in an inland waterway: A bottleneck model with a service time window," Transport Policy, Elsevier, vol. 112(C), pages 142-161.
  30. Ana León-Gómez & Daniel Ruiz-Palomo & Manuel A. Fernández-Gámez & Mercedes Raquel García-Revilla, 2021. "Sustainable Tourism Development and Economic Growth: Bibliometric Review and Analysis," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
  31. Ameli, Mostafa & Lebacque, Jean-Patrick & Alisoltani, Negin & Leclercq, Ludovic, 2024. "Collective departure time allocation in large-scale urban networks: A flexible modeling framework with trip length and desired arrival time distributions," Transportation Research Part B: Methodological, Elsevier, vol. 189(C).
  32. Jinxiao Duan & Guanwen Zeng & Nimrod Serok & Daqing Li & Efrat Blumenfeld Lieberthal & Hai-Jun Huang & Shlomo Havlin, 2023. "Spatiotemporal dynamics of traffic bottlenecks yields an early signal of heavy congestions," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  33. Zhi-Chun Li & De-Ping Yu & André de Palma, 2024. "Bottleneck congestion and urban spatial structure with heterogeneous households: Equilibrium, capacity expansion and congestion tolling," THEMA Working Papers 2024-04, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  34. Tang, Zhe-Yi & Tian, Li-Jun & Liu, Peng & Huang, Hai-Jun, 2025. "Parking reservation scheme in a commuting system with shared autonomous vehicles and parking space constraint," Transportation Research Part B: Methodological, Elsevier, vol. 192(C).
  35. Zhang, Xiang & Liu, Wei & Levin, Michael & Travis Waller, S., 2023. "Equilibrium analysis of morning commuting and parking under spatial capacity allocation in the autonomous vehicle environment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 172(C).
  36. Sakai, Takara & Akamatsu, Takashi & Satsukawa, Koki, 2024. "Queue replacement principle for corridor problems with heterogeneous commuters," Transportation Research Part B: Methodological, Elsevier, vol. 187(C).
  37. Li, Chuanyao & Wang, Mengting & Huang, Hai-Jun, 2025. "The corridor problem: More comprehensive results on the no-toll equilibrium," Transportation Research Part B: Methodological, Elsevier, vol. 194(C).
  38. Duong, Quang Huy & Zhou, Li & Meng, Meng & Nguyen, Truong Van & Ieromonachou, Petros & Nguyen, Duy Tiep, 2022. "Understanding product returns: A systematic literature review using machine learning and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 243(C).
  39. Bao, Yue & Yang, Hai & Gao, Ziyou & Xu, Hongli, 2023. "How do pre-event activities alleviate congestion and increase attendees’ travel utility and the venue's profit during a special event?," Transportation Research Part B: Methodological, Elsevier, vol. 173(C), pages 332-353.
  40. Lehe, Lewis J. & Pandey, Ayush, 2025. "Equilibrium horizontal queues and a paradox of tolling," Transportation Research Part B: Methodological, Elsevier, vol. 192(C).
  41. Wu, Jiyan & Tian, Ye & Sun, Jian, 2023. "Managing ridesharing with incentives in a bottleneck model," Research in Transportation Economics, Elsevier, vol. 101(C).
  42. Jonathan D. Hall, 2024. "Inframarginal Travelers And Transportation Policy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 65(3), pages 1519-1550, August.
  43. Yu, De-Ping & Li, Zhi-Chun, 2023. "Income distribution, implementation sequence, and equity in auto ownership rationing," Transportation Research Part B: Methodological, Elsevier, vol. 173(C), pages 59-89.
  44. Satsukawa, Koki & Wada, Kentaro & Iryo, Takamasa, 2024. "Stability analysis of a departure time choice problem with atomic vehicle models," Transportation Research Part B: Methodological, Elsevier, vol. 189(C).
  45. Daniel Hörcher & Ramandeep Singh & Daniel J. Graham, 2022. "Social distancing in public transport: mobilising new technologies for demand management under the Covid-19 crisis," Transportation, Springer, vol. 49(2), pages 735-764, April.
  46. Ana León-Gómez & Jorge Alexander Mora Forero & Jose Manuel Santos-Jaén, 2023. "A Bibliometric Analysis of Sustainability Education in Tourism Universities," SAGE Open, , vol. 13(3), pages 21582440231, August.
  47. Li, Zhi-Chun & Deng, Yao & de Palma, André, 2024. "Employer-provided parking: Departure time choice, investment decision, and welfare effects," Regional Science and Urban Economics, Elsevier, vol. 109(C).
  48. Lu, Xiao-Shan & Huang, Hai-Jun & Guo, Ren-Yong & Xiong, Fen, 2021. "Linear location-dependent parking fees and integrated daily commuting patterns with late arrival and early departure in a linear city," Transportation Research Part B: Methodological, Elsevier, vol. 150(C), pages 293-322.
  49. Lucas javaudin & André de Palma, 2024. "METROPOLIS2: Bridging Theory and Simulation in Agent-Based Transport Modeling," THEMA Working Papers 2024-03, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  50. Bao, Yitian & Bao, Yue & Kang, Liujiang, 2025. "Modeling the departure time choices of attendees for special events with cruising-for-parking," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 198(C).
  51. Carlo Cenedese & Patrick Stokkink & Nikolas Gerolimins & John Lygeros, 2021. "Incentive-Based Electric Vehicle Charging for Managing Bottleneck Congestion," Papers 2111.05600, arXiv.org.
  52. Yu, Xiaojuan & van den Berg, Vincent A.C. & Verhoef, Erik T., 2025. "Preference heterogeneity in a dynamic flow congestion model," Transportation Research Part B: Methodological, Elsevier, vol. 195(C).
  53. van den Berg, Vincent A.C., 2024. "Self-financing roads under coarse tolling and preference heterogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 182(C).
  54. Pan, Manlian & Sun, Xiaotong, 2024. "Exploring the role of Mobility-as-a-Service in morning commuting trips," Transportation Research Part B: Methodological, Elsevier, vol. 186(C).
  55. Yu, Xiaojuan & van den Berg, Vincent A.C. & Li, Zhi-Chun, 2023. "Congestion pricing and information provision under uncertainty: Responsive versus habitual pricing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
  56. Tian, Li-Jun & Tang, Zhe-Yi & Liu, Peng & Huang, Hai-Jun, 2024. "Parking policy design for managing morning commute with dedicated autonomous vehicle lane," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  57. Dyckerhoff, Hans & Hörcher, Daniel & Graham, Daniel J., 2025. "Heterogeneous radial commuting bottlenecks with agglomeration economies: Methods and calibration for Bogotá," Transportation Research Part A: Policy and Practice, Elsevier, vol. 192(C).
  58. Yao, Jia & Yu, Lan & An, Shi, 2024. "Agricultural product harvest equilibrium with transportation bottleneck and random disasters," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  59. de Palma, André & Stokkink, Patrick & Geroliminis, Nikolas, 2022. "Influence of dynamic congestion with scheduling preferences on carpooling matching with heterogeneous users," Transportation Research Part B: Methodological, Elsevier, vol. 155(C), pages 479-498.
  60. Fu, Hao & Lam, William H.K. & Ma, Wei & Shi, Yuxin & Jiang, Rui & Sun, Huijun & Gao, Ziyou, 2025. "Modeling the residual queue and queue-dependent capacity in a static traffic assignment problem," Transportation Research Part B: Methodological, Elsevier, vol. 192(C).
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