As ride-hailing firms drive into the future, who is being left behind?

avenue 19

(Patricia Jekki, Unsplash)

This article is brought to you thanks to the collaboration of The European Sting with the World Economic Forum.

Author: Joanna Moody, Ph.D. Research Program Manager, Mobility Systems Center, MIT Energy Initiative, Massachusetts Institute of Technology & Scott Middleton, Planning and Research Analyst, Massachusetts Institute of Technology & Amitai Bin-Nun, Director of the Autonomous Vehicle Initiative, Securing America’s Future Energy (SAFE) & Maya Ben Dror, Lead, Autonomous and Urban Mobility, Centre for the Fourth Industrial Revolution of the World Economic Forum


The on-demand mobility services offered by providers like Uber and Lyft have experienced significant growth since their introduction in the US in 2009. While the rapid adoption of these mobility service providers (MSPs) and the diversification of services they offer have expanded people’s mobility options, the benefits of using these services have accrued to some more than others.

As MSP usage grows, it becomes increasingly important to identify and address inequities in on-demand car services. Visionaries look to a future of pooled, autonomous mobility services as a way to expand the benefits of MSPs to more people. While both pooling and automation do hold promise as gateways towards an inclusive MSP model, they bring challenges of their own which will require deliberate attention if we are to unlock their possible future benefits. Research in the US has increased our understanding of the distributed impacts of MSP services, and has illuminated the need for proactive and collective governance to ensure inclusivity of MSPs – both now and in the future.

Who does and does not benefit from MSP services?

The benefits of MSP services accrue almost exclusively to those who use them. MSPs have expanded mobility options for carless households and communities with limited or poor quality taxi and transit services. However, usage is higheramong MSP users in urban rather than suburban areas.

Image: Pew Research Center

It’s also worth asking who does not have access to MSPs. Even with fares cheaper than traditional taxis, affordability remains a barrier to low-income individuals. And despite programs such as concierge services, the app-based platform is an additional barrier for the unbanked and digitally impoverished.

While outperforming taxis and paratransit services on some accessibility metrics, evidence shows that MSPs fail to provide an equivalent service for people with disabilities, particularly those who need access to wheelchair accessible vehicles.

Finally, concerns regarding safety and personal security may discourage women from using these services.

There is also evidence that, like the traditional taxi industry, MSPs provide a platform for discrimination. This can manifest in several ways:

· Drivers towards riders: electing not to drive in or provide coverage for certain types (minority or low-income) of neighbourhoods; declining to accept reservations from certain types of passengers or canceling pickups once the passenger’s identity is revealed; driving routes that increase costs and/or travel time based on race, gender, or perceived socioeconomic status. Multiple studies have found differences in wait times and cancellations between African American and Caucasian riders.

· Riders towards drivers: lower tips or ratings for drivers based on race, gender, or perceived socioeconomic status, which could impact earnings or influence termination practices; or

· Both ways: leaving low ratings for passengers or drivers based on race, gender, or perceived socioeconomic status.

What about pooling?

While the benefits of MSPs accrue narrowly, negative externalities are felt more broadly. This is especially true for congestion on urban streets. Fortunately, pooling MSP rides has the potential to reduce traffic congestion by combining multiple trips into a single vehicle, improving efficiency, reducing traffic and expanding mobility to more people. From the user perspective, sharing could mean cheaper fares, since the cost of the trip is distributed over multiple riders. However, this comes at the ‘cost’ of a more circuitous and uncertain route and the possibility of sharing a ride with a stranger. Different users vary in how they value this tradeoff.

Although cost and time may be primary factors, there is also growing concern that some users may avoid pooled services because they prefer not to share space with strangers, with the potential for discriminatory outcomes. Building on the studies of rider-driver discrimination discussed above, other recent studies have investigated rider-rider discriminatory outcomes in pooled rides. One studyfinds that riders are less likely to pool in racially or ethnically diverse neighbourhoods. Other research finds that some MSP users harbour discriminatory attitudes towards fellow passengers of different social class and race, that fear of negative social interactions may reduce users’ willingness to request pooled rides, and that these riders prefer to have early information about potential fellow passengers. Another recent paper found that discriminatory attitudes are correlated with a lower level of satisfaction with pooling, a lower proportion of MSP rides that are pooled, and a lower willingness to consider pooling in the future. So rider-to-rider discriminatory attitudes may discourage sustained and frequent use of pooling among MSP users – a potentially problematic outcome for an increasingly shared (or pooled) future.

The autonomous future

Autonomous (or driverless) vehicles, once technologically mature and broadly deployed, may accelerate a shift to MSP services. However, automation by itself may not solve issues of equity or discrimination. While the elimination of a driver removes one potential source of bias, there is potential for bias in AI algorithms, and the absence of a driver may change the social dynamics between passengers in the same vehicle, exacerbating existing rider-rider discrimination.

In addition, there is the matter of cost. Widespread adoption of autonomous vehicles and its ability to reach low-income households will likely only occur if consumers find them cheaper and/or more convenient than the alternative of privately owned vehicles. By removing the driver (and possibly shifting to a more efficient remote driver mode), autonomous MSP services could pass on savings in operational costs to the consumer. While some models that have assumed complementary innovation would allow pooled autonomous vehicles to reach a price point below personal ownership, others have argued that autonomous MSP services will remain more expensive than personal car ownership in the US unless automation is accompanied by increased utilization, significant pooling, or changes to other aspects of the taxi business model.

A call to action

While the advent of MSP services has increased access and offered benefits relative to the status quo, evidence is mounting that their benefits are not afforded equally to all individuals. Unequal access resulting from self-selection of users, barriers to access for certain groups, and discrimination should be acknowledged, studied carefully and addressed with informed and proactive policy.

Sharing these services is seen as a key way to improve their efficiency, but it comes with its own challenges: primarily travel time detours and sharing trips with strangers. The potential deployment of driverless vehicles in the future could heighten the importance of the MSP model. By eliminating the driver and potentially reducing costs, automation could alleviate some equity concerns. However, it’s clear that sharing and automation (either independently or together) will not alone fix the many issues surrounding inclusivity of MSP use. Collective governance from both the public and private sectors is needed to address existing issues of inclusivity and to shape how MSPs will be used in the future. And these solutions will need to be sensitive to local context and incumbent mobility systems in order to address the remaining challenges in the mobility service provider model.

Contributing authors:

– Adam Cohen – Researcher, Institute of Transportation Studies at the University of California, Berkeley

– Susan Shaheen – Adjunct Professor of Transportation Engineering at the University of California, Berkeley


Trending now:


Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe to get the latest posts sent to your email.

Interesting reads

This article was exclusively written for The European Sting by Mr. Frank Shao is a Tanzanian medical student. He is affiliated with the International Federation of Medical Students Associations (IFMSA), cordial partner of The Sting. The opinions expressed in this piece belong strictly to the writer and do not necessarily reflect IFMSA’s view on the topic, nor The European Sting’s one.

Access to Healthcare: is it too much to ask?

This article was exclusively written for The European Sting by Mr. Khalil Al Bilani is a 5th-year medical student at Saint George’s University of Beirut. He is affiliated with the International Federation of Medical Students Associations (IFMSA), cordial partner of The Sting. The opinions expressed in this piece belong strictly to the writer and do not necessarily reflect […]

UN Photo/Manuel Elías Ramiz Alakbarov (on screen), Deputy Special Coordinator for the Middle East Peace Process, briefs the Security Council meeting on the situation in the Middle East.

Potential turning point for Gaza as peace plan enters second phase: UN envoy

This article is published in association with United Nations. The start of a second phase of a stabilisation plan for Gaza offers a potential turning point for the war-ravaged enclave, a senior UN official told the Security Council on Wednesday. Ramiz Alakbarov warned that risks of violence escalating again remain high, while the situation in the […]

This article is published in association with United Nations.

Gaza ceasefire improves aid access, but children still face deadly conditions

The fragile ceasefire in the Gaza Strip is making a difference to the lives of over a million children, and improving overall access to food – but more aid still needs to enter.  That’s the assessment of two senior officials from the UN Children’s Fund (UNICEF) and the World Food Programme (WFP), speaking on Monday to journalists in New York following a […]

A new blow for UNRWA as headquarters in East Jerusalem ‘set on fire’

© UNRWA Destruction at UNRWA headquarters in East Jerusalem after Israeli authorities sent in bulldozers on 20 January. This article is published in association with United Nations. The head of embattled UN relief agency for Palestinians, UNRWA, has condemned reports that its headquarters in East Jerusalem have been set alight deliberately. It comes after Israeli authorities […]

© UNHCR/Yevheniia Kozun This cinema in Saltivka, Kharkiv, was hit during an earlier strike (file Jan 2026).

‘Cycle of attacks must end’: Lead UN official in Ukraine

This article is published in association with United Nations. The senior UN official in Ukraine, Matthias Schmale, has issued a condemnation of the massive overnight Russian drone and missile strike on several major Ukrainian cities, killing and injuring civilians, and knocking out energy infrastructure amid sub-zero temperatures. The attacks on some of Ukraine’s most important population […]

WHO/P. Virot The flag of the UN World Health Organization (WHO) flies at its headquarters in Geneva, Switzerland.

US withdrawal from WHO ‘risks global safety’, agency says in detailed rebuttal

This article is published in association with United Nations. The World Health Organization (WHO) has issued a detailed statement regretting the United States decision to leave the UN agency, and declaring that it will leave both the US and the world less safe as a result. The statement, released on Saturday, also includes a rebuttal of […]

© UNOCHA/Ximena Borrazas Kateryna and her two children warm up at a heating point and use rhe available electricity to charge their devices.

Keeping people warm amid hostilities and harsh winter weather in Ukraine

This article is published in association with United Nations. As people in war-torn Ukraine face the coldest winter in more than a decade, authorities and humanitarians are working to help them stay warm, particularly the most vulnerable residents.  Russian forces continue to attack Ukraine’s energy grid, leaving families without electricity and heating as temperatures plummet to -20° Celsius.  Since 2022, the Government has established so-called “Invincibility Points” – located in tents or public […]

UN News A UN emergency shelter set up amid the ruins of Gaza.

Gaza: War crimes probe pledges to continue work for justice and accountability

This article is published in association with United Nations. As President Trump launched the international Board of Peace plan for Gaza on Thursday, top independent rights experts tasked by the UN Human Rights Council with investigating grave abuses linked to the Hamas-Israel war pledged to continue their work seeking justice and accountability for all. “The Board […]

© WFP/Maxime Le Lijour Children wait for a hot meal at a kitchen in Khan Younis, Gaza, supported by the World Food Programme.

Cold kills another infant in Gaza as West Bank displacement intensifies

This article is published in association with United Nations. Another child in the Gaza Strip has died from hypothermia as winter weather continues to whip the enclave, the UN said on Wednesday, citing information from the health authorities.  The baby girl – just three months old – was found frozen to death on Tuesday morning at her home in […]

Critical medicines: EU measures to boost competitiveness and tackle shortages 

Critical medicines: EU measures to boost competitiveness and tackle shortages 

This article is brought to you in association with the European Parliament. On Tuesday, Parliament adopted proposals to enhance the availability and supply of essential medicines in the EU. The report, adopted with 503 votes in favour, 57 against and 108 abstentions, aims to ensure a high level of public health protection for EU citizens by […]

Europe Was Warned: Why the Next Pandemic Could Be  Worse 

This article was exclusively written for The European Sting by one of our passionate readers, Dr Taimoor Ahmed Shumail , MD | Dr Ahmed Bilal , MD , Vice  President Global Health and Diplomacy Wing – Pakistan International Medical Students  Association. The opinions expressed within reflect only the writer’s views and not necessarily The European Sting’s position […]

UN News Many Palestinian families are living in poorly equipped shelters that are highly vulnerable to flooding, leaving people inevitably exposed to harsh, stormy weather..

Gaza humanitarian crisis ‘far from being over,’ UN aid coordination office warns

This article is published in association with United Nations. Three months into the ceasefire in the Gaza Strip, the UN and partners have delivered tonnes of assistance items and carried out critical repairs, but this is only a temporary “Band-Aid” solution, a veteran aid worker has warned. “The humanitarian situation and crisis in Gaza is far […]

This article is published in association with European Investment Bank.

Will AI kickstart a new age of nuclear power?

This article is published in association with United Nations. The rapidly expanding use of artificial intelligence worldwide is putting electrical grids under huge pressure and many believe that, to meet that need without contributing to the climate crisis, a full-scale expansion of nuclear energy is essential. The global demand for electricity is growing at a vertiginous […]

UN Photo/Loey Felipe Martha Ama Akyaa Pobee, Assistant Secretary-General for Political Affairs briefs the Security Council meeting on the situation in Iran.

Iran: UN urges ‘maximum restraint’ to avert more death, wider escalation

This article is published in association with United Nations. As nationwide protests in Iran appear to ease after nearly three weeks of unrest and bloodshed, a senior UN official called on Thursday for action to prevent further escalation.  Assistant Secretary-General Martha Pobee briefed an emergency meeting of the Security Council in New York called by the […]

UNRWA UNRWA Headquarters in East Jerusalem

East Jerusalem: Forced shutdown of UN clinic signals escalating disregard for international law

This article is published in association with United Nations. The temporary closure of a UN-run health centre in East Jerusalem is the latest phase in “a pattern of deliberate disregard” for international law, the head of the UN agency that assists Palestine refugees, UNRWA, said on Wednesday.  Israeli forces stormed the UNRWA-operated health centre on Monday and ordered it […]

Unsplash

Iran: ‘The killing of peaceful demonstrators must stop,’ UN rights chief says

This article is published in association with United Nations.  As anti-government demonstrations continue across Iran, the UN human rights chief said on Tuesday that he was horrified at the mounting violence directed by security forces against protestors, with reports of hundreds killed and thousands arrested.  Volker Türk urged the authorities to immediately halt all forms of violence and repression against peaceful […]

© UNHCR/Yevheniia Kozun The bombing of residential buildings in Saltivka, Kharkiv, has left many Ukrainians without power.

Ukraine: Deadly Russian strikes push civilians deeper into winter crisis

This article is published in association with United Nations. Ukraine has entered the new year under intensifying and deadly Russian attacks which have crippled energy systems and left millions without heating, electricity or water amid freezing temperatures, senior UN officials told the Security Council on Monday. Under-Secretary-General for Political Affairs Rosemary DiCarlo told ambassadors the start […]

UN Photo/Eskinder Debebe UN Secretary-General António Guterres. (file photo)

UN chief ‘shocked’ by reports of excessive force against protesters in Iran

This article is published in association with United Nations. The UN Secretary-General is shocked by reports of violence and excessive use of force by Iranian authorities against protesters across the country, urging restraint and the immediate restoration of communications as unrest enters its third week. “All Iranians must be able to express their grievances peacefully and […]

Ukraine: New strikes disrupt basic services for millions

Ukraine: New strikes disrupt basic services for millions

This article is published in association with United Nations. Several parts of Ukraine were hit by a new wave of Russian strikes between Wednesday and Thursday morning. The attacks over the last 24 hours left civilians reportedly killed and injured in the port city of Odesa, interrupting power and water supplies there, as well as in […]

Why don't you drop your comment here?

Go back up

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading