"The bus is nothing without us": Making Visible the Labor of Bus Operators amid the Ongoing Push Towards Transit Automation
Hunter Akridge, Bonnie Fan, Alice Xiaodi Tang, Chinar Mehta, Nikolas Martelaro, Sarah E. Fox
Abstract
This paper describes how the circumstances bus operators manage presents unique challenges to the feasibility of high-level automation in public transit. Avoiding an overly rationalized view of bus operators' labor is critical to ensure the introduction of automation technologies does not compromise public wellbeing, the dignity of transit workers, or the integrity of critical public infrastructure. Our findings from a group interview study show that bus operators take on work -undervalued by those advancing automation technologies -to ensure the well-being of passengers and communities. Notably, bus operators are positioned to function as shock absorbers during social crises in their communities and in moments of technological breakdown as new systems come on board. These roles present a critical argument against the rapid push toward driverless automation in public transit. We conclude by identifying opportunities for participatory design and collaborative human-machine teaming for a more just future of transit.
• Human-centered computing → Empirical studies in HCI.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers7
- 'It's Always a Losing Game': How Workers Understand and Resist Surveillance Technologies on the JobCella Monet Sum, Caroline Shi, Sarah E. FoxCSCW 2025 · 17 citations
- Exploring Data-Driven Advocacy in Home Health Care WorkJoy Ming, Hawi H. Tolera, Jiamin Tu, Ella Yitzhaki et al.CHI 2025 · 9 citations
- Revisiting Worker-Centered Design: Tensions, Blind Spots, and Action SpacesShuhao Ma, John Zimmerman, Valentina Nisi, Nuno Jardim NunesCHI 2026 · 3 citations
- Chaplains' Reflections on the Design and Usage of AI for Conversational CareJoel Wester, Samuel Rhys Cox, Henning Pohl, Niels van BerkelCHI 2026 · 3 citations
- Are We Automating the Joy Out of Work? Designing AI to Augment Work, Not MeaningJaspreet Ranjit, Ke Zhou, Swabha Swayamdipta, Daniele QuerciaCHI 2026 · 2 citations
Builds on6
- HCI Tactics for Politics from Below: Meeting the Challenges of Smart CitiesCedric Deslandes Whitney, Teresa Naval, Elizabeth Quepons, Simrandeep Singh et al.CHI 2021 · 76 citations
- Hostile Ecologies: Navigating the Barriers to Community-Led InnovationUdayan Tandon, Vera D. Khovanskaya, Enrique Arcilla, Mikaiil Haji Hussein et al.CSCW 2022 · 33 citations
- Let's Share a Ride into the Future: A Qualitative Study Comparing Hypothetical Implementation Scenarios of Automated VehiclesMartina Schuß, Philipp Wintersberger, Andreas RienerCHI 2021 · 25 citations
- Examining Mobility Among People Living with HIV in Rural AreasJuan F. Maestre, Tawanna Dillahunt, Alec Andrew Theisz, Megan Furness et al.CHI 2021 · 12 citations
- Get Distracted or Missed the Stop? Investigating Public Transit Passengers' Travel-Based Multitasking Behaviors, Motives, and ChallengesHsinju Lee, Fang-Hsin Hsu, Wei-Ko Li, Jie Tsai et al.CHI 2023 · 8 citations
Related papers
- Punctuated and Prolonged: A Workers' Inquiry into Infrastructural Failures in Bus TransitHunter Akridge, Alice Xiaodi Tang, Nikolas Martelaro, Sarah E. FoxCSCW 2025 · 2 citations
- Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived ExperiencesMengdi Chu, Keyu Zong, Xin Shu, Jiangtao Gong et al.CHI 2023 · 20 citations
- Driving from a Distance: Challenges and Guidelines for Autonomous Vehicle Teleoperation InterfacesFelix Tener, Joel LanirCHI 2022 · 67 citations
- Why does Automation Adoption in Organizations Remain a Fallacy?: Scrutinizing Practitioners' Imaginaries in an International AirportGaroa Gomez-Beldarrain, Himanshu Verma, Euiyoung Kim, Alessandro BozzonCHI 2025 · 7 citations
- Contrasting Perspectives of Workers: Exploring Labor Relations in Workplace Automation and Potential InterventionsHee Rin LeeCHI 2024 · 17 citations
