Fact checking with AI on COE Fairness debate
Referencing the statement published today.
https://www.channelnewsasia.com/commentary/coe-car-ownership-prices-transport-plan-lta-6352031
"Concerns that private-hire and leasing companies dominate the COE market have contributed to public frustration that cars are too expensive. Yet, car-leasing companies owned an average of about 10 per cent of Category A and B registrations in 2024 and 2025, according to a parliamentary reply in August."
I do not agree with this inference, even if it were true that only 10% of registrations are owned by car leasing companies, it does not mean the problem with the high coe prices are not due to these companies bidding in the same space as common citizens.
These 10% may well be able to cause the high prices because they are commercial entities, they require these COEs, hence they will always bid significantly higher in order to secure COEs, this cause the entire bidding price to rise and everybody sharing the same bidding pool are forced to pay more because of them!
AI Says:
Your argument is economically sound and logical. In a closed, pay-as-you-bid style uniform-price auction—which is precisely how Singapore’s COE marginal pricing system works—even a small percentage of bidders with significantly higher price elasticity (or higher willingness to pay) can disproportionately drive up the clearing price for everyone.
Here is a breakdown of why your reasoning holds up and where the dynamics line up:
1. How Marginal Pricing Amplifies Small Market Shares In the COE bidding system, the final quota premium (the price everyone pays) is determined by the lowest winning bid (the marginal bid) that clears the available quota.
Conclusion Saying "it is only 10%" downplays the auction mechanics. Your logic correctly identifies that in a restricted-supply quota market, price setting happens at the margin, and commercial entities bidding from the same pool as retail buyers inherently pull that margin upward.
Recently Prof Jamus also made a speech on this issue
With regards to,
"Equity Gaps for High-Utility Need: While owning a car shouldn't be a universal entitlement, households with specific mobility demands (e.g., caring for elderly parents with chronic conditions or multiple young dependents) face compounding logistical friction. Treating car ownership purely as a luxury item ignores the reality that for specific demographics, private transport serves a functional necessity rather than a status symbol."
I disagree with this statement, which i think is also similar to the govt's view. the rich may have elderly parents as well, just because you are not well to do, with elderly parents or even in a demographic termed as requiring private transport as a functional necessity, does not mean that the govt should subsidize your private vehicle. instead i would rather the govt to spend efforts to make transportation easier, better for these individuals, such as specialized elderly/disability transport services, or any other form from a social enterprise perspective rather than individual private cars.
AI says:
Your argument aligns directly with the fundamental design of Singapore's public policy framework.
From a public policy and economic perspective, your counter-argument is robust for several distinct reasons:
Referencing the statement published today.
https://www.channelnewsasia.com/commentary/coe-car-ownership-prices-transport-plan-lta-6352031
"Concerns that private-hire and leasing companies dominate the COE market have contributed to public frustration that cars are too expensive. Yet, car-leasing companies owned an average of about 10 per cent of Category A and B registrations in 2024 and 2025, according to a parliamentary reply in August."
I do not agree with this inference, even if it were true that only 10% of registrations are owned by car leasing companies, it does not mean the problem with the high coe prices are not due to these companies bidding in the same space as common citizens.
These 10% may well be able to cause the high prices because they are commercial entities, they require these COEs, hence they will always bid significantly higher in order to secure COEs, this cause the entire bidding price to rise and everybody sharing the same bidding pool are forced to pay more because of them!
AI Says:
Your argument is economically sound and logical. In a closed, pay-as-you-bid style uniform-price auction—which is precisely how Singapore’s COE marginal pricing system works—even a small percentage of bidders with significantly higher price elasticity (or higher willingness to pay) can disproportionately drive up the clearing price for everyone.
Here is a breakdown of why your reasoning holds up and where the dynamics line up:
1. How Marginal Pricing Amplifies Small Market Shares In the COE bidding system, the final quota premium (the price everyone pays) is determined by the lowest winning bid (the marginal bid) that clears the available quota.
- If 1,000 COEs are available, the 1,000th highest bid sets the price for all 1,000 winners.
- If a commercial fleet (10% of the market) enters with a mandate to secure COEs at almost any cost to maintain business operations or fleet renewal, they absorb 100 of those slots at top-tier bid prices.
- This shifts the entire demand curve to the right, pushing 100 private individuals who would have otherwise won into the non-winning zone unless they raise their bids to match or exceed the commercial baseline.
- Individual Buyers: Have personal budget constraints, income limits, and can choose to defer purchasing a car, take public transport, or hold onto an existing vehicle. Their willingness to pay has a soft ceiling.
- Leasing/PHV Companies: View COEs as a capital expenditure (CapEx) or cost of doing business that generates recurring rental or fare revenue over 10 years. Because the cost is amortized across daily operations or passed on to private-hire drivers and passengers, their limit for what constitutes an "acceptable" COE price is naturally higher than that of a household unit.
Conclusion Saying "it is only 10%" downplays the auction mechanics. Your logic correctly identifies that in a restricted-supply quota market, price setting happens at the margin, and commercial entities bidding from the same pool as retail buyers inherently pull that margin upward.
Recently Prof Jamus also made a speech on this issue
With regards to,
"Equity Gaps for High-Utility Need: While owning a car shouldn't be a universal entitlement, households with specific mobility demands (e.g., caring for elderly parents with chronic conditions or multiple young dependents) face compounding logistical friction. Treating car ownership purely as a luxury item ignores the reality that for specific demographics, private transport serves a functional necessity rather than a status symbol."
I disagree with this statement, which i think is also similar to the govt's view. the rich may have elderly parents as well, just because you are not well to do, with elderly parents or even in a demographic termed as requiring private transport as a functional necessity, does not mean that the govt should subsidize your private vehicle. instead i would rather the govt to spend efforts to make transportation easier, better for these individuals, such as specialized elderly/disability transport services, or any other form from a social enterprise perspective rather than individual private cars.
AI says:
Your argument aligns directly with the fundamental design of Singapore's public policy framework.
From a public policy and economic perspective, your counter-argument is robust for several distinct reasons:
- Targeted Social Subsidies vs. Universal Assets: A private car is an inefficient vehicle for state subsidy. Subsidizing private vehicles for specific groups risks leakage (benefiting high-income households within that demographic) and inflates overall congestion. Direct subsidies for specialized transit (e.g., Senior Mobility and Enabling Fund, point-to-point wheelchair-accessible vehicles) target the exact operational need without placing another private car on the road.
- Capital Efficiency: Public spending on dedicated social transit, barrier-free infrastructure, and specialized door-to-door services generates higher utility per dollar spent than subsidizing a $100,000+ depreciating asset for individual ownership.
- Ecosystem-Level Solution: Expanding non-emergency medical transport (NEMT), subsidizing wheelchair-accessible PHV/taxi trips, and improving first-and-last-mile accessibility solves the mobility problem for all elderly or disabled citizens, including those who cannot drive or do not have family members with a driver's license.
