Showing posts with label used cars. Show all posts
Showing posts with label used cars. Show all posts

Tuesday, 24 December 2013

Used Car Prices Aren't Sensible

I don't normally link to other blogs, but here is a neat little post on a behavioral economics study of discontinuity in used car prices. There's no particular reason a car with 49,900 miles should be much different from one with 50,100 miles. But that's not what we actually observe. Pricenomics calls attention to a paper by Devin Pope, Meghan Busse, Nicola Lacetera, Jorge Silva-Risso, and Justin Sydnor (2013). "Estimating the Effect of Salience in Wholesale and Retail Car Markets." American Economic Review Papers and Proceedings (103(3): 570-74. As Pricenomies summarizes it in "How We Misprice Used Cars":

The researchers attribute the mispricing to “left-digit bias”. Buyers try to simplify the information available to them by only focusing on what they deem most relevant. And this bias represents $2.4 billion worth of mispricing.

Actually, the paper itself is quite readable. As the co-authors phrase it:

Modern economic life requires individuals to evaluate many pieces of decision-relevant information every day. A growing body of evidence shows that not all information is equally salient to consumers.1 This is the case even for large-scale purchases made in well-functioning markets such as the market for automobiles...

The short paper above draws on the following, which presents the empirical details of their statistical tests for "irrational" pricing: Nicola Lacetera, Devin G. Pope, and Justin R. Sydnor (2012). "Heuristic Thinking and Limited Attention in the Car Market." American Economic Review 102(5): 2206–2236. That longer article is very much aimed at specialists. Thus prose such as the following:

Motivated by the literature on regression discontinuity designs (see Lee and Lemieux 2010 for an overview), we employ the following regression specification:

mike smitka

Friday, 14 June 2013

The competition for transport: room for cars?


This is the second in a series of guest posts by Mike Smitka's students, drawn from the Economics 244 course blog.
... it's to sell a car in my country!! ...
Guest Blogger: Clara Suong Tran
I had an opportunity to work on the Ford Vietnam account when I interned for a U.S. public relations firm based in Hanoi in 2011. Although my focus was the media and branding side, I also learned a lot about Ford Vietnam's business model. What stood out is how hard it was for Ford to sell a car in my country.
During my 3 months in Hanoi, Ford introduced the Fiesta to Vietnam, opened 2 new showrooms, worked on assembly line expansion and was the subject of a tax scandal on imported parts. The new Fiesta was priced at $27,000 - totally unaffordable for 90% of Vietnamese people. The majority of the population farm on small parcels, which limits their incomes. However, even an urban family in Hanoi or Saigon has an annual income of only $6,000-$10,000. As a result we rely on motorbikes for transportation.
http://media.npr.org/assets/img/2012/06/05/scooters_custom-8631421b9841f66ea9cedd5c4c9ab4ef7e99fbcd-s6-c10.jpg
How many cars are there in this picture?
Families that can afford to buy a car usually consider Japanese and Korean brands as their top choices — Ford is a high-end brand in Vietnam. Tourism companies favor Ford Escape 7-seaters, which can carry a family on vacation.
In addition to a small market and competition against the Japanese, Ford (and other brands) suffer from complicated regulations.  Import the whole car into Vietnam and the government will tax you 200%. Companies that assemble their cars inside Vietnam can import parts (but parts need to qualify under a "small" and "separated" standard - this was the reason got Ford into trouble during my internship). All brands suffer from roads inside metropolitan cities that are not wide enough to accommodate cars.
The agency I interned for decided to brand the Fiesta as a lifestyle, fashionable car, targeting young and affluent working professionals age 25-35, who want to look trendy, modern and are also familiar with the concept of taking out a loan for the car. (We have a saving culture there and we pay for houses and cars upfront, for the whole amount, in cash.) So the agency photoshot the new Fiesta with sexy models in bikinis and placed the pictures in fashion magazines. I don't want to get into too much detail of what we did, but 4 months after the Fiesta was introduced, sales reached 1,000 cars. We believed it was a great success!
It is tough to sell cars in third world countries. Toyota last year announced a plan to roll out a number of new compact cars priced around $12,500 in developing nations. Meanwhile, the U.S. is also trying to dump used cars on poor countries. If you want to know more about how hard it is to get into a developing market, try reading the book American Wheels, Chinese Roads by Michael Dunne. (Prof. Smitka assigned this book about how GM set foot in China to my China's Modern Economy class in 2013.) Though time has changed and China is different from other developing countries, it's a good book to read and see why third world countries are both an attraction and challenge to foreign car makers.
...Clara Suong Tran...
editing by mike smitka
The Prof: Vietnam is typical of the ISI (import substitution industrialization) strategy of a high tariff wall around finished goods and lower tariffs on parts. With a 200% tariff (which thus triples the wholesale price), it’s quite profitable to import “kits” at a lower tariff rate and then assemble them, even at very low (and hence inefficient) volumes. In countries that follow the ISI strategy you also get lots of entry, I’m willing to be that everyone in the global industry is present. The only country to step away from that policy in ASEAN is Thailand – and Thailand is the only country with an efficient industry that exports a substantial part of its output.
A sensible policy for a developing country is to import used cars. That ends up using less foreign exchange than importing knocked-down (KD) parts kits. However, it doesn't create the highly visible jobs of a car plant. It also is subject to false invoicing, since it's hard to find an objective standard to make sure importers aren't evading taxes or using artificially high prices to surreptitiously transfer funds overseas. (Many developing countries have foreign exchange controls and a black market for foreign currency.)
Japan has long exported used cars, as domestic regulations encouraged owners to scrap vehicles by their 10th year, even if they were low mileage. That's one reason their brands are well-known in Southeast Asia, and why jeepney makers in the Philippines favor Japanese engines – the lack of a good used car market in Japan makes good used engines cheap. Now the "sha-ken" regulations eased circa 1994, but the used car market remains "thin" so plenty still get exported.

Sunday, 20 January 2013

Velocity Overdrive, the Road to Reinvention

A Book Review
by David Ruggles and comments in italic by Mike Smitka

Dale Pollak’s third book, “Velocity Overdrive,” is another winner and is must reading for dealers and any student of the auto business. That includes auto manufacturer executives.

Dale’s ability to put into words the changes the industry has been experiencing has helped hundreds, if not thousands, of auto dealers, both new and used. He has rightfully pointed out that the delivery of information via the Internet has brought “efficient market” economic principles to the pre-owned business in particular, compressing available “spread.” New data driven management methods that are based on rapid inventory turn at lower, but real world gross profit for the specific market, actually produce considerably higher total gross profit through higher velocity, a concept difficult for some to grasp. In some areas of retail the benefits of sacrificing margine to increase inventory turns is commonsense. Automotive retailing is catching on: Daily, market realities are making believers out of skeptics.

My favorite chapters include 8, “Dealership Department Silos,” and 14, “The Extra Mile in Reconditioning.” In these chapters Pollak dares to challenge long and stubbornly held beliefs that the pre-owned department exists to be pillaged by the fixed operations departments. After all, it was thought, sales people and managers sell from their cost, not based on any kind of rational retail market value. And gross profit booked by charging retail prices for internal reconditioning, or “retail recon,” is retained regardless of what happens to the used vehicle, they thought. There are dealers who have followed this “retail recon” policy for another reason. They would rather pay management compensation based on fixed operations rates than sales manager rates. The Internet has changed all of that. Dealers still in denial on the issue especially need to read this book!!

In my mind, the idea that “you can’t manage what you can’t measure” has cost dealers a lot of money. What one could have gotten, should have gotten, but didn’t get, is never quantified. In “econo speak” that means “opportunity costs,” or opportunities unrealized. Figuring opportunity costs is hard, sloppy comparisons and the failure to dig up relevant data abound. There's less excuse for the following common errors in our internet world: Trade-ins under bid and/or units wholesaled instead of retailed because of “retail recon” cost money that can’t be totaled. And many dealers remain oblivious of this fact. My own piece on this blog on the issue can be found here.

The pre-owned business has long been a combination of art and science. The science side has become more important than ever although some old dogs like me might think things have gone overboard in some cases. For example, I’m not thrilled about managers failing to walk around a vehicle and actually drive it before hanging a number on a trade-in because they are relying on an appraisal tool. But then neither is Pollak. Some managers think all they need is their technology driven appraisal tools.

As far as science is concerned, Pollak has already conceived and implemented the most essential and highly used technology tools in use in the industry. His company, vAuto, now offers a new technology tool called Provision®, an inventory management tool. It distills market data into management metrics that dealers and used vehicle managers use to easily and quickly understand the risk and rewards inherent in every vehicle.

Looking forward, Dale dedicates a chapter to trends that will result in further margin compression for dealers. Younger buyers are more internet enabled then older ones and they have different values than older generations. They don’t think in terms of the value a dealer relationship offers them. They tend to be ruthless in their pursuit of the best price, using the internet to obtain it. Unfortunately, in the middle of this generational driven trend OEMs are pressuring dealers to build ever more expensive facilities in an era when consumers are less willing to pay for them. Increasing fixed costs when margins are falling does not lead to a happy ending. Pollak cites Glenn Mercer’s comprehensive study on the subject on behalf of the National Automobile Association (here on the NADA site).

This book is well worth the investment even if a dealer only reads the chapter, “A Peek Inside Dale’s Crystal Ball.” Dealers who ignore Dale’s advice do so at their own peril. Increasingly, the “efficient market” that is the auto business will tend to leave only the leanest operations standing. For a Dealer in search of significant ROI, buy the book and read it.