GPS Log Analysis Uncovers Millions In NYC Taxi Overcharges
Hugh Pickens writes "The NY Times reports that New York City's Taxi and Limousine Commission is using GPS data collected in every cab to review millions of trips in New York City over the past 26 months and has discovered a huge number in which out-of-city rates, twice the rate charged for rides in the five boroughs, were improperly charged. The drivers' scheme, the commission says, involved 1.8 million rides and cost passengers an average of $4 to $5 extra per trip when drivers flipped switches on their meters that kicked in the higher rates, costing New York City riders a total of $8.3 million. Cab drivers are supposed to charge the higher rate only when they cross the border between New York City and Nassau or Westchester. 'We have not seen anything quite this pervasive,' said Matthew W. Daus, the taxi and limousine commissioner. 'It's very disturbing.' The taxi industry vigorously challenged the city's findings, saying it was unimaginable that such a pervasive problem could be the result of deliberate fraud. The commission says that 75% out of the city's 48,000 drivers had applied the higher rate at least once. Officials hope to roll out a short-term fix in two or three weeks in which an alert will appear on the backseat monitor when a cabbie activates the out-of-town rate."
Bah forget about bankers we need to bail out the cab driver industry.
Require the use of GPS to automatically set the advertised rates at the correct points. Don't let the drivers flick the switch themselves.
Take me to the cleaners, and hurry!
Just one, Mr Coogan, why do you ask?
Since when GPS measures traffic jam? I'd happily pay 5 bucks more if I won't wait in the traffic for half an hour more. That's the whole point for getting a taxi any ways (ie. being at where you want to be faster).
The holocaust. Lehman Brothers goes bankrupt. The US government selling arms to Iran to fund an illegal war in central america. Flu strains from 3 different species combine overnight to form the new H1N1. Man walks on the moon and returns to earth safely.
This, on the other hand, is easily imaginable.
Anyone here NOT ripped off once or twice by a taxi driver?
In other words, the problem isn't defrauding customers, it's getting caught.
"we have you on tape shoplifting a candy bar at the store but you've been trustworthy before so it doesn't match up."
Sigs are too short to say anything truly profound so read the above post instead.
Good, keep those tourist dollars flowing into the city economy.
I've actually had taxi drivers either undercharge me in the end or give me the ride completely gratis, no cajoling or begging on my part.
"There is a way that seems right to a man, but its end is the way of death." Proverbs 16:25 (NKJV)
"we have you on tape shoplifting a candy bar at the store but [remove]you've[/remove] [replacement]someone else with the same job as you has[/replacement] been trustworthy before so it doesn't match up."
The government controls how many Medallions are in circulation, they put in an artificial ceiling. I predict the same thing happening when the government start managing health care.
You mean reasonably priced services easily available to everyone?
That means I have a refund coming to me, right?
As much as I found this info extremely useful and disturbing, I also find it utterly disgusting that "Big Brother" is becoming more and more of a reality...
What's next?, laying cameras in to see if they have their seat-belts on? Damn happy I don't live there...
Have you heard about SoylentNews?
I live in NYC and I am not surprised in the least by this. It's amazing that it's only 75%.
The taxi drivers expended a lot of social capital vigorously opposing and even striking over the GPS units, when everyone (taxi drivers included) knew that the GPS units would help keep the drivers honest. Now that fraud has been exposed, it will be even more difficult for the drivers to gain public support the next time they are angry about something.
This is a centrally managed computer system; maybe somebody in the central office has figured out a way to illegally tack on and collect out-of-town taxi charges indirectly.
Or maybe the computer system is recording the charges incorrectly due to a bug.
Who's to watch the watchers...
---
Scientific, evidence based IP law. Now there's a thought.
when we arrived I had to pay, he had my bag with most of my money and my passport in the trunk, and would have simply driven off on me if i didn't fork out.
on the way the back it only cost 18 euro's because i told him no more then 20 up front, and made sure i had my bag this time.
If you mod me down, I will become more powerful than you can imagine....
If this were a widespread scam, you'd have caught us at it by now.
it ultimately comes down a judgment call for things that can't be easily automated
At least 9 out of 10 taxi drivers in NYC do not know enough about the city's streets or the city's traffic patterns to know when it is appropriate to make a judgement call to deviate from the GPS-selected route.
If NYC required taxi drivers to pass a test comparable to "the Knowledge" test required of London taxi drivers (http://www.tfl.gov.uk/businessandpartners/taxisandprivatehire/1412.aspx), that would be a different matter.
Last spring while Cirque du Soleil was doing their "Kooza" thing at Randall's Island in NYC, only 1 out of the 20 taxi drivers that I caught from a Manhattan Hilton had even heard of Randall's Island let alone knew how to get there.
they'll always go on a 30 minute odyssey to go 20 blocks.
Yes, London traffic is like that too.
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And in return, don't expect cabbies to care when IBM outsources every IT job to India, or MS relocates to China.
MMO Quests are like orgasms:
You may solo them, I prefer them in a group.
The only effect that delimiting the number of medallions in play would have is a decimation of the livelihood of taxi drivers. Prices are fixed, so nothing would be gained from increasing competition. There would just be a lot more drivers trying to service the same number of riders.
New Yorkers are not typically suckers. My guess:
1. Double the fare and I will charge it to the company and get reimbursed for double tip
2. Double the fare on the company if you know where I can get a date
3. Profit!
I have seen it played many ways. This is more likely a pattern that was just hidden.
What I want to see is if (gps(politician) == gps(lobbyist)){moneyChangesHands(howMuch);} .
Taxi drivers everywhere are like this...
I picked up a taxi outside an airport in germany, showed him the address i wanted to go to and he said no problem.
He drives to the town i was heading for, and gets lost... So he stops at a gas station and gets out the car to ask for directions - with the meter running!
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So you've never been overcharged?
Businesses (and in this case people) rip people off. It happens all the time.
Nothing to see here, move along.
If I saw a "out of town" rate display, without reading the article, I wouldn't have known what it meant - because I would be an out of town tourist. An interesting twist: actually charge out of town riders more for riding a taxi and residents less. This would encourage residents to rely even more on publicly available transit.
Almost every cab driver in New York acts unethically. As someone who lives in the city and takes cabs regularly, I can attest that 95% of them attempt to scam you in some manner. Sometimes they will take a longer route, sometimes they will add extra bogus fees, sometimes they will "forget" to turn on the meter. They will try and friend you to get extra tips. Very often, they will try and complain that the credit card machine costs them money (despite the fact that the TLC increased fares specifically for them). 20% of the time those credit card machines are "broken".
They almost always conveniently forget the flat fare rate from JFK to Manhattan. One time, I was in a cab and someone cut the guy off - so the cabbie sped up and started yelling at him - needless to say I was not amused. After telling a cab driver once we were making 3 stops, he refused to take us any further than the first stop - he was "on break".
This is an industry with a history of mob control and immoral behavior. If it takes GPS to help put an end to these things - I'm all for it.
So saturated with competition that people -- mostly investors -- think it's worth it to pay upwards of a quarter million dollars (more than 400k, says Wikipedia!) and go through generally onerous licensing for a medallion? :)
When demand is high, and so are barriers to entry, you can bet those who have made it *over* the barriers aren't as constrained by competition as you'd prefer (as a customer).
http://en.wikipedia.org/wiki/Taxicabs_of_New_York_City#Medallion_taxicabs_and_livery_taxicabs
Think "Casino operator license." The Governor of Louisiana didn't go to jail because limited-entry business licenses are beneficial to society ;) - http://en.wikipedia.org/wiki/Edwin_Edwards
(And it's very kind of the bureaucrats to "turn a blind eye" to the unlicensed drivers who provide taxi service at their own legal risk in areas where the regulated cabs quite rationally won't go.)
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At least 9 out of 10 taxi drivers in NYC do not know enough about the city's streets or the city's traffic patterns to know when it is appropriate to make a judgement call to deviate from the GPS-selected route.
That is one huge unsupported assertion. You can provide a link to something in london that anyone can google, but you can't provide any backing support for such a massively outlandish claim?
When information is power, privacy is freedom.
At least 9 out of 10 taxi drivers in NYC do not know enough about the city's streets or the city's traffic patterns to know when it is appropriate to make a judgement call to deviate from the GPS-selected route.
Okay this is baloney. 100% wrong, I know your from out of town but most cab drivers are very skilled at traffic patterns and where things are.
Exactly. From out of town.
Those are the people who get toured around. Locals would tell know when the driver is joy riding them, call them on it, and think nothing of it. Out of town people get shafted because they don't know the city.
Sig Battery depleted. Reverting to safe mode.
Private healthcare has a 45% average overhead. Medicare has 3%. Funny how the equation works without magic - national healthcare doesn't need to advertise itself...
That certainly explains why NY cab drivers threatened to go on strike when the City mandated GPS devices in each car.
Taxi drivers are people. People make mistakes. One mistake per two hundred trips does not seem unreasonable, especially considering that the frequency of incidents per driver probably follows a power-law distribution and the median number of mistakes per driver is likely much lower. Another way of looking at it is that 25% of drivers didn't make a single mistake in more than two years of driving.
Which isn't to say that these were all honest mistakes. However, I don't see this as the massive systematic fraud the article seems to be suggestion. A 0.5% chance of being overcharged just doesn't seem like something to get excited about (even if I lived in New York, which I don't).
Actually, its Eastern European culture. Due to the large number of immigrants, it has rubbed off on New York and other big cities around the world as well. Doing business with anyone from Russia or former Soviet Bloc nations is a GUARANTEED way to get ripped off.
In London, TfL does the shafting with the ridiculous pricing scheme for Tube fares, clearly designed to spring tourists for money.
Anyone who's visiting London; if you are going to get more than two single tube journeys in zones 1-2, it's cheaper to buy a day travel card. In fact, it's only slightly more expensive to buy an Oyster and a day travel card, and you can get your deposit on the Oyster refunded when you leave.
All intents and purposes. Not intensive purposes.
So there are 13,257 medallions in new york.
Lets estimate each cab makes an average of 30 trips per day. So every day there are about 397710 cab trips made or 145 million trips a year.
They are saying that 1.8 million trips were overcharged over a period of 2 years. So over 2 years there were about 290 million trips of which 1.8 million were overcharged.
So approximately 0.6% of the trips made were overcharged by about $5.
Doesn't sound like it's so bad to me. Half a percent is a legitimate rate of errors for any human endeavour. So the previous trip was out of the city area and the rate wasn't switched back for the next rider would be a good example of how that would happen.
The story seems a little sensational to me. I'm sure there are a few legitimate abusers but the numbers don't seem to imply a widespread problem to me.
And we call that an increase in *supply*
You know what happens to prices when supply goes up, right?
prices go down?
It would be beneficial for many people to become cab drivers. This would decrease their income (less money per ride and less rides per driver) and you'll end up with many people barely making enough to survive on.
ice road truckers are payed like that.
What if we eat the Oyster? Can we get a deposit back on the shell?
Or maybe once you are addressing people who do NOT live in London, you might want to explain what an Oyster is?
Sig Battery depleted. Reverting to safe mode.
If artificial scarcity in the form of medallions is required to beef things up, then I'd argue that it's an inefficient service to begin with.
prices go down?
It would be beneficial for many people to become cab drivers. This would decrease their income (less money per ride and less rides per driver) and you'll end up with many people barely making enough to survive on.
so it's my job to make sure i keep every inefficient industry in business with the status quo intact?
i hope you never buy anything that's discounted either, you might drive those retailers out of business.
I would like to agree with you, but I can't, because you are wrong.
Its not a mistake, when you have a gps system on the vehicle that determines the rate. It tells the system whether you are in rate 1 area or rate 2 area. The vast majority of trips do not cross the border where the higher rate is used. Clearly, manual overrides are causing the issue. There is no reason, at all, for a gps to say you are a different city than you actually are, especially for an entire trip. There is no reason that trips across borders can't use a limited increased rate for the distance in which travel is across borders (ie change rates when changing areas, and not before, or having explicit rates based on area).
Hell, if 10% of NYC taxi trips changed cities requiring a change in rate, this would be a 6% error, which no accountant would allow for a system that relies on gps (especially in NY, where it is harder to not find a signal than it is to be attacked by a shark. Yes, shark attacks are more likely than lack of satellite in NY). Don't even try to claim that taxi drivers are not gouging tourisits and people who dont speak english. 0.6% is not an acceptable rate of failure for computer based error. Just ask Toyota, who shut down manufacturing due to less than 1% of 0.6% error.
Try thinking first before posting next time, m'kay? I don't care what your answer is, you should try thinking anyway. Yes, you should. If you think otherwise, don't post again, because you will once again be very, very, very wrong ( and not just incorrect).
In Washington, DC, taxicabs used to charge via a "zone" system - it didn't matter how far you went (necessarily) - the city was divided into multiple "zones", and the rate was charged based on how many zones you had to travel through to get to your destination.
People (particularly tourists) complained about this system because it didn't make complete sense and a tourist, or even just someone not familiar with the zone map, wasn't going to be able to look at the map and see where the zone boundaries were. As an example, if I was in a hurry, I could take a taxi from my home, to work. The total was 3 zones (with a minimum, of course, of 1). However, if I walked 1 block south from home, hailed a taxi, and had it drop me off 1 block north of work, it would be 1 zone. That would save a good percentage of the cab fare.
However, a tourist getting in the car would have no idea - furthermore, if a tourist was being dropped off, say, right near a border, if the cabbie says "Hey, traffic is bad here, mind if I drop you off across the street?" most people would say "OK", figuring that in most cities, that's probably nothing, or maybe an extra quarter or so. In DC, it could be an extra $2.
A little over a year ago DC switched to a metered taxi system, as mandated by Congress. Prior to the switchover, taxi drivers in DC went on strike, saying they'd lose significant money in a switch, despite the fact that the rates were set such that the average metered trip would actually net more for the driver than the old zone system would - but only under the assumption (which the people setting the rates were using) that the zone system was being used fairly and customers were not being diverted, sometimes only short distances, in order to add zones (sometimes, near zone borders, moving a few blocks could be two extra zones!).
You'd get a constant circle:
Taxi Driver Committee Representative: "We'll lose tons of money switching to meters!"
Taxicab Commission: "But under this new system, a driver would actually be getting more money on an average trip than before, unless they were routinely cheating customers in a way the new system would prevent. Look, we'll open the books to you, examine the whole thing."
Taxi Driver Committee Representative: "Ah. I see. We, of course, have never cheated anyone. But notwithstanding that, we'll lose tons of money!"
The change took place anyway, and the world hasn't ended, although the data does seem to reflect that cabdrivers are making less than before, yet somehow the data also shows that they're making more per trip than before. How? Because before they were manipulating the system to charge more.
I doubt this is any different. Most people in the cab in NYC aren't going to notice if the fare is $X or $X+4, unless they're a native. Just like I could tell my cabdriver in DC "No, drop me off here" whenever they tried to move an extra block near a zone boundary, a native might catch it. But someone unfamiliar? No. Thus, I'm going to side with the GPS on this one.
On a per-patient basis, not a per-dollar basis, Medicare's administrative costs are higher than private insurance.
The link you gave is dead for me (500 unexpected error), so forgive me if this is answered there.
Is that per-patient that's on private insurance but could be on Medicare vs patient on Medicare or is it just random patient on private insurance vs Medicare patient? I'd imagine the average Medicare patient to require more medical treatment than the average person on private insurance due to the fact that the qualify for Medicare in the first place.
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After seeing this, I made post about our 'honest' auto drivers in India who (mostly) do not cheat at all! I have made the entry at my blog, http://sarin.spaces.live.com/blog/cns!84A33C7E2C38DB8A!309.entry
Replace the antiquated system. Taxis should only ever be either a metered service paid according to the time/distance it takes to get from A to B, or a fixed pre-determined price. Zone-based systems and higher rates which the driver can tack on indiscriminately are begging for abuse. The only extra fees allowed should be for extra passengers (clearly shown on the meter), tolls and the like.
Here in Finland all taxis are metered, extras are clearly shown on the meter and I can see the meter at all times. There is only one metered rate. It would be very difficult to abuse the system although it's probably possible. Of course a metered system cannot prevent a taxi driver taking a longer route, but that does not seem to be an issue with NY taxis according to TFA. If you pay attention, you should know if the driver is taking a longer route. Know the route, Google maps is your friend.
It's a comparison across all Medicare and all private insurance. Some individual cases may be different, but the average Medicare patient has a higher overhead as compared to the average private insurance person.
Basically, you cannot make an apples-to-apples comparison of administrative costs versus total dollars spent:
Medicare is actually more expensive to administer than private insurance. And that includes the fact that private insurance administrative costs include things like State premium taxes (which, of course, Medicare is exempted from).
Browsing at +1 - no ACs, I ignore their posts. So refreshing!
Now theres a surprise! Does this story qualify for a "No shit, Sherlock" prize?
My web domain.
Here around : 2 euro initial fare, then 1.3 euro day (1.7 night I think) inital kilometer, then 1.1 (1.5) after 10 kilometer up to 30 or 50 kilometer. You have to tell if you want to go much more than 50 kilometer. Night and day tarif are CLEARLY indicated. Why make such a complex thigns as zone, or urbain/suburbain tarif is beyond me unless it was set from the start to confuse people.
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It's easy to get away with stealing 4-5 dollars, and if you do it often enough you make a tidy profit...
This is the basis of banking. The loans which banks make are essentially, value removed from the existing pot of money. Each loan represents a few fractions of a cent removed from everyone's paycheck &/or bank account.
There is a hypothetical moral question which is commonly asked in psychological personality tests. "If you found a way of stealing a tiny amount of money from everyone, knowing you could never be caught. Would you do it?". Superman III was even about this particular moral question. It's not actually hypothetical, it's how our monetary system works.
The irony of course is that naive parents educate their children that taking something without consent is bad, when actually it's the very core of our society.
Deleted
An artificial price ceiling means that you will have capped (not necessarily reasonably) priced services, but not available to everyone because less health care will be provided at an artificially low price.
My point was that for the TRAVELER, taxi service in NYC is relatively cheap and easy to find, despite the government control of supply and price caps. Sorry the facts interfere with your libertoonian ideology there.
Companies that provide services easily available to everyone have to have such a volume that they have shareholders. By definition, this means that consumers are not getting reasonably priced items (not the same thing as affordable). Either that, or they have government influence, paying them well above market value to produce (see corn, gasoline, utilities).
"By definition," having shareholders means that consumers aren't getting reasonably priced items? You have no idea what "by definition" means, do you? All businesses have shareholders. Every single one.
Point 1 - hence my phrase 'not necessarily reasonably' when referring to price. What does libertoonian mean? Is it just a word you made up is it just a word someone else made up and you thoughtlessly used? Either way, its meaningless. Additionally, if you had addressed the rest of my post, the traveler isn't the issue in NYC. It's the cab driver, who due to governmental control of supply and price caps, suffers for the benefit of people who do not live in the state (by the way, the political ideal you want to bash here for me having it is anti-socialism, not libertarian; just because I am pro-free market capitalism doesn't mean I want to abolish regulation. I absolutely want businesses to fail when they are failures, even if they happen to be banks). Maybe you should recognize that the benefits are far, far overshadowed by the costs. Taxi prices are only reasonable because the cost of owning a vehicle (specifically insurance, parking, and tolls) is far, far greater than taking a cab that costs the average new yorker an hour's wage each day. NYC is raking in money so that cab drivers have to turn to gouging customers (nevermind that they tend to overcharge, refuse, and abuse passengers, according to the city of new york). Really, who can blame them, when they make no money and have no employment benefits?
Point 2 - Of course I know what by definition means, that is why I used the phrase. For your benefit, it means that something is a given. Secondarily, all businesses have owners. Shareholder implies personal financial risk (up to the amount of the investment)due to the volatility and earnings of the organization. The majority of businesses do not have shareholders (majority meaning more than half, in case you got confused about words...since you use the word libertoonian you must either be mentally retarded or not a native english speaker, but I'm going with the former for discussions sake). The ones that have shareholders, by definition, have to try to make a profit, which, by definition, means that they are creating unreasonable prices. By definition, unreasonable, when referring to price, means excessive or expensive. You are confused because you are thinking that a reasonable price means not cheap (which I took time to point out, was not the intention of the word reasonable). Instead, you should have taken the common use of reasonable, meaning equitable, just, and fair. Yes, by having shareholders, a corporation is subject to government interference, which causes both price ceilings and price floors, specific business regulation (such as where or when products or services can or can't be sold), artificial barriers to entry (see your local cable company)or exit (see banks); each of which cause unreasonable pricing (and market issues, such as restaurants not being allowed to allow smoking, unless they explicitly call themselves a bar, but then requiring bars to serve food). Yes, 100 times yes, having shareholders means that consumers get unreasonable prices. It is by definition.
That Medicare is more expensive probably has a lot to do with the fact that ~ 25% of Medicare enrollees actually participate in a private insurance plan. Under Medicare Advantage, Medicare provides a pool and pays premiums to a private insurance company. Something else that very few people realize is that HHS/CMS doesn't actually process all the claims in the Medicare system. They write contracts to private entities (not more than a few of which are private insurance companies) to manage claims processing for them. Medicare for all wouldn't really do a damn thing about removing profit motives from health insurance administration.
not once.
"There is a way that seems right to a man, but its end is the way of death." Proverbs 16:25 (NKJV)
Nice insult. I hope you didn't have to dust off your notebooks for that one.
"There is a way that seems right to a man, but its end is the way of death." Proverbs 16:25 (NKJV)
me neither. More like almost every time I get in a cab. I got sick of it. I'll walk several miles now, rather than take a cab.
Having travelled around the world, I can tell you that the taxi drivers in MANY cities do this tourists.
For example, locals will tell me that I should not pay more than 2X amount to go to a certain destination, but no taxi driver will take me there for less than 3X, and many try to get me to pay even more. They figure that as a foreigner I'm easy prey.
I've had taxi drivers insult me when I refuse to go with them, and I've gotten to the point where I enjoy pissing them off. I've walked miles with 25 kg of luggage rather than take a taxi. In one case, I knew what bus I wanted, and a taxi driver stepped in to "help" and told the ticket seller I was going somewhere else, so I paid many times the real rate for my bus ticket. I couldn't do much because they were both speaking Romanian and the taxi driver was pretending to be my interpreter despite my objections (and Bucharest has a really weird way of buying bus tickets - you can't buy them on the bus). I've heard of far worse - several of these instances were at the train station in Bucharest, where the gypsy taxi drivers are about as corrupt and downright thieving as they get, and they refuse to leave foreigners alone, even when asked to go away. I was told by a hotel owner that when the currency there had more zeros and was quite confusing, one taxi driver charged a confused guest over 400 euros for a 1 km trip, and the guest had to go home the next day because they had no more money.
But while the taxi drivers may be more polite in other places, almost everywhere a large number of them will attempt to overcharge - sometimes by great amounts. Unfortunately, in some places taxis are unavoidable, but I certainly don't take them when an alternative is available because I don't want to give them the satisfaction.
It's not necessarily that tourists are suckers, but when you're in a foreign city where everyone speaks a foreign language, what are you going to do about a taxi driver who rips you off? Go to the police, where the taxi driver will just complain that you tried to stiff him while you're still trying to say "hello" in the local language? Stiff them and risk attack? Attack them and risk dealing with a police force that is usually also corrupt? Complain to the police and find out that I managed to find the one case where I missed some local custom and the taxi driver is right (or at least that the police will back them up)? Or do you just pay the corrupt taxi driver surcharge and swear never to return to that godforsaken city again?
(Actually, Bucharest was OK except for the taxi drivers at the train station, though another taxi driver did take me the long way around once. They do have one nice idea: each taxi can set their own rates, as long as they are prominently advertised. Those who were fair with me got big tips. But the same general rule holds for other types of corruption: I don't intend to return to the UAE, Zambia, or Bali - and ESPECIALLY not Thailand, despite the fact that the taxi drivers there appear to be the only people who ARE honest - because I don't like dealing with a populace that treats visitors as prey.)
Wouldn't that be sufficient cause to get rid of the medallion system, which would lower prices across the board?
If I was treated like that, I wouldn't blame ya (and I still don't, it's completely wrong to steal like that).
Still, I've not once been overcharged.
"There is a way that seems right to a man, but its end is the way of death." Proverbs 16:25 (NKJV)