domenica 5 marzo 2017

The End of Asymmetric Information alex tabarrok

The End of Asymmetric Information alex tabarrok
riccardo-mariani@libero.it
Citation (APA): riccardo-mariani@libero.it. (2017). The End of Asymmetric Information alex tabarrok [Kindle Android version]. Retrieved from Amazon.com

Parte introduttiva
Evidenzia (giallo) - Posizione 1
The End of Asymmetric Information By Alex Tabarrok and Tyler Cowen
Evidenzia (giallo) - Posizione 9
buyer and the seller have roughly equal knowledge.
Nota - Posizione 9
SEMPRE PIÙ
Evidenzia (giallo) - Posizione 10
access to the very best information when it comes to product quality,
Evidenzia (giallo) - Posizione 13
a large amount of economic regulation seems directed at a set of problems which, in large part, no longer exist.
Evidenzia (giallo) - Posizione 15
Used Cars
Nota - Posizione 15
t
Evidenzia (giallo) - Posizione 16
George Akerlof’s pioneering paper from 1970
Evidenzia (giallo) - Posizione 17
sellers have better information than buyers: sellers know the value of their car but buyers know only the value of used cars on average. Since buyers don’t know the quality of a seller’s car they will be willing to pay only the average value. But if buyers are only willing to pay for average quality, why would anyone want to sell a car that is of above average quality, a plum? When the plums exit the market, the average value of the used cars for sale falls even further and buyers are willing to pay even less. Following the logic, we end up with a situation where only a few lemons are bought and sold, thus the moniker “the market for lemons.”
Nota - Posizione 20
x CASO CLASSICO
Evidenzia (giallo) - Posizione 23
Even in 1970, the market for used cars was extensive,
Nota - Posizione 23
MA
Evidenzia (giallo) - Posizione 24
odometer.
Evidenzia (giallo) - Posizione 24
used by Alexander the Great to measure distances
Evidenzia (giallo) - Posizione 25
odometers were standard on almost all cars by 1925.
Evidenzia (giallo) - Posizione 26
used car prices are adjusted for mileage.
Evidenzia (giallo) - Posizione 26
odometer tampering illegal
Evidenzia (giallo) - Posizione 27
In 1972, for example, the Federal Odometer Act made tampering a federal felony.
Nota - Posizione 28
x ALEGGE
Evidenzia (giallo) - Posizione 29
Even more importantly, the Truth in Mileage Act of 1986 requires that sellers disclose and record the odometer reading on the title at every transfer of title.
Nota - Posizione 30
x ALTRA LEGGE
Evidenzia (giallo) - Posizione 33
Services such as CarFax collect and report odometer readings from title transfers and inspections, making the information easily available for a small fee.
Nota - Posizione 34
c
Evidenzia (giallo) - Posizione 38
market for used cars is already some three times larger than the market for new cars
Evidenzia (giallo) - Posizione 40
In 2012, for example, there were 40.5 million used car sales compared to 14.5 million new car sales (NIDIA 2013).
Nota - Posizione 40
x AMPIEZZA DEL MKERCATO
Evidenzia (giallo) - Posizione 41
There just aren’t that many lemons to sustain such a high transactions volume.
Evidenzia (giallo) - Posizione 44
Almost all vehicles today have “event data recorders” aka “black boxes,”
Evidenzia (giallo) - Posizione 46
Tesla, can collect such information remotely or stream it in real time.
Evidenzia (giallo) - Posizione 46
Tesla, for example, collects information on a vehicle’s odometer, service history, speed, location, battery use, charging time, braking, starting and stopping times, air bag deployment— even radio and horn use.[ 2] When a vehicle is sold the data transfers with the vehicle.
Nota - Posizione 50
x TELSA
Evidenzia (giallo) - Posizione 50
It is now possible to prove that a used car really was driven by a grandma just on Sundays.[
Evidenzia (giallo) - Posizione 53
these markets are thriving,
Evidenzia (giallo) - Posizione 54
What about the adverse selection argument as it applies to health insurance?
Nota - Posizione 55
t
Evidenzia (giallo) - Posizione 56
wearable sensors can monitor movement, heart rate, and heart rhythm, blood pressure and blood-oxygen levels, and glucose levels and other health-related statistics.
Nota - Posizione 57
x SENSORI
Evidenzia (giallo) - Posizione 58
make a good guess about an individual’s health.
Evidenzia (giallo) - Posizione 59
rates decline with the purchase of larger policies, which is the opposite of the prediction of the adverse selection model, namely that rates should increase with purchases (Cawley and Philipson 1999).
Nota - Posizione 60
x OPPOSTO DELLE PREVISIONI
Evidenzia (giallo) - Posizione 62
That can make some people’s insurance very expensive
Evidenzia (giallo) - Posizione 65
That is a very real public policy problem, but it is not well understood by invoking standard theories of asymmetric
Evidenzia (giallo) - Posizione 66
The cheap sequencing of the genome may accelerate and intensify these issues.
Evidenzia (giallo) - Posizione 70
each person will carry indicators of genetic information
Evidenzia (giallo) - Posizione 72
Moral Hazard
Nota - Posizione 72
t
Evidenzia (giallo) - Posizione 74
By moral hazard we mean the tendency of a better informed party to exploit its information advantage in an undesirable or dishonest way; for instance it is moral hazard when a worker shirks on the job or when a business enterprise takes too much risk at the possible expense of its bondholders.
Nota - Posizione 75
x DEFINIZIONE
Evidenzia (giallo) - Posizione 77
consumers insure their cars, but then drive recklessly,
Evidenzia (giallo) - Posizione 77
Deductibles have helped with this problem, but these days there are better remedies yet.
Evidenzia (giallo) - Posizione 78
data collected by Tesla
Nota - Posizione 78
...
Evidenzia (giallo) - Posizione 79
to share with insurance companies in return for lower rates.
Nota - Posizione 79
c
Evidenzia (giallo) - Posizione 81
Since 1996 all cars manufactured and sold in the United States must have a standardized On Board Diagnostic (OBD) port.
Evidenzia (giallo) - Posizione 82
Progressive Insurance offers “Snapshot,”
Evidenzia (giallo) - Posizione 85
One user, for example, reported:
Evidenzia (giallo) - Posizione 86
After my six month use of Snapshot, I’ve concluded that it’s most effective at helping drivers become more aware of their vehicle, driving conditions and slowing gracefully to a stop. It took me roughly a couple of months to retrain my driving behavior.
Nota - Posizione 87
x ATESTIMONIANZA
Evidenzia (giallo) - Posizione 89
Anyone can install Snapshot for 30 days and at the end of the 30 days receive an insurance quote.
Evidenzia (giallo) - Posizione 93
control not just drivers’ behavior but also that of the repair shops.
Evidenzia (giallo) - Posizione 94
With a Bluetooth connector to the OBD port a smartphone app can report fault codes, coolant temperature, fuel pressure, and many other performance characteristics in addition to speed, distance, location, and so forth. The extensive information from the car can be used to analyze and diagnose problems exactly as a mechanic would do.
Nota - Posizione 97
x MECCANICI
Evidenzia (giallo) - Posizione 98
If the mechanic says the car needs a new Johnson rod and the smartphone reports no problems,
Evidenzia (giallo) - Posizione 100
Reputation Mechanisms
Nota - Posizione 100
t
Evidenzia (giallo) - Posizione 102
Cheating becomes less valuable when the price is a loss of reputation.
Evidenzia (giallo) - Posizione 103
information technology has made it easier to observe a seller’s reputation
Evidenzia (giallo) - Posizione 104
Yelp, Angie’s List, and Amazon Reviews
Nota - Posizione 104
x ESEMPI
Evidenzia (giallo) - Posizione 105
it is not just sellers who are rated but workers too
Evidenzia (giallo) - Posizione 108
Early reputation mechanisms were one-way, namely that buyers would generate reputations for sellers,
Evidenzia (giallo) - Posizione 109
Many of the exchanges in the sharing economy, including Uber (transportation), Airbnb (accommodations), and Feastly (cooks) use two-way reputational systems. That is the customer rates the Uber driver, but in turn the Uber driver rates the customer.
Nota - Posizione 110
x TWO REP SYSTEM
Evidenzia (giallo) - Posizione 111
The Silk Road marketplace for illegal goods, for example, supported millions of dollars of exchange through a dual reputation system. On the Silk Road it was possible to pay for goods in advance of delivery or to buy goods which were delivered before payment was made. In each case, honesty was maintained through reputation even without legal recourse for contract breach.[
Nota - Posizione 113
x MALA
Evidenzia (giallo) - Posizione 117
lack of privacy.
Nota - Posizione 117
PROBLEMA
Evidenzia (giallo) - Posizione 118
it is easy to track where a driver goes,
Evidenzia (giallo) - Posizione 119
Our cellphones track our personal movements,
Evidenzia (giallo) - Posizione 123
If you have a criminal record, or have behaved badly
Evidenzia (giallo) - Posizione 124
this could mean too few chances to recover from mistakes.
Evidenzia (giallo) - Posizione 126
In a Bayesian world this makes no sense, but if people overreact
Evidenzia (giallo) - Posizione 129
a large class of people may find it difficult to find employment,
Evidenzia (giallo) - Posizione 134
Even when a privacy “opt out” is allowed, a problem remains.
Evidenzia (giallo) - Posizione 135
individuals who wish to keep more privacy often have to forsake the benefits of modern technology
Evidenzia (giallo) - Posizione 136
We can all think the trade-offs are worth it, “all things considered,” and still see problems
Evidenzia (giallo) - Posizione 137
possible that advances in cryptology may create reputation mechanisms that are compatible with the demand for privacy.
Evidenzia (giallo) - Posizione 139
reputation is compatible with anonymity
Evidenzia (giallo) - Posizione 139
(Camenisch & Lysyanskaya 2001, Androulaki et. al. 2008).
Nota - Posizione 140
SU
Evidenzia (giallo) - Posizione 140
You can buy and sell on eBay for instance, without having a publicly known name, and yet still reap the benefits of the modern reputation economy.
Nota - Posizione 141
x ESEMPIO
Evidenzia (giallo) - Posizione 143
Principal-Agent Problems
Nota - Posizione 143
t
Evidenzia (giallo) - Posizione 144
principals hire agents to produce output. Output is a function of agent actions and also noise.
Evidenzia (giallo) - Posizione 146
infer agent actions
Evidenzia (giallo) - Posizione 147
One simple solution to principal-agent problems is to reduce the information asymmetry
Evidenzia (giallo) - Posizione 149
UPS monitors the mechanical performance of all of its trucks and their location, speed, and braking behavior. UPS also knows every time a truck starts or stops, when a door is opened and closed, and whether a driver is wearing his or her seatbelt, among other pieces of information.
Nota - Posizione 150
x UPS
Evidenzia (giallo) - Posizione 154
savings of one minute per day per driver increases profit by $ 14.5 million over the course of a year.[
Evidenzia (giallo) - Posizione 157
UPS, the principal, knows more about the actions of its agents than the agents themselves.
Evidenzia (giallo) - Posizione 159
A random sample of teachers in India found that about a quarter are absent on any given day (Kremer et al. 2005). In a field experiment, Duflo, Hanna, and Ryan (2012) showed that requiring the teachers to take a picture at the start and end of each day showing themselves and their students reduced absentee rates by over 50%, with resulting significant improvements in child learning and achievement.
Nota - Posizione 160
x INSEGNANTI INDIANI E ASSENTEISMO
Evidenzia (giallo) - Posizione 163
India introduced a system that logs the entry and exit times of government workers. The system uses cheap fingerprint scanners to avoid cheating, and all of the information is publicly available in real time at http:// attendance.gov.in/. Currently, over 80,000 government workers in New Delhi are logged and another 35,000 are logged by similar system in the state of Jharkhand (http:// attendance.jharkhand.gov.in/).
Nota - Posizione 168
c
Evidenzia (giallo) - Posizione 170
police
Evidenzia (giallo) - Posizione 170
Inconsistencies between police reports and later discovered
Evidenzia (giallo) - Posizione 171
Many localities are now debating whether to require police to wear body cameras.
Evidenzia (giallo) - Posizione 172
reports of use of force fell by more than half
Evidenzia (giallo) - Posizione 173
Many “public choice” problems are really problems of asymmetric information.
Nota - Posizione 174
BUROCRAZIA
Evidenzia (giallo) - Posizione 176
they can claim to politicians that they need more resources
Evidenzia (giallo) - Posizione 181
customer service,
Evidenzia (giallo) - Posizione 184
One firm, for example, uses badges equipped with microphones, accelerometers, and location sensors to measure tone of voice, posture, and body language, as well as who spoke to whom and for how long (Lohr 2014). The purpose is not only to monitor workers but to deduce when, where and why workers are the most productive.
Nota - Posizione 186
x CONTROLLARE I TELEFONISTI
Evidenzia (giallo) - Posizione 188
When employers do not easily observe workers, for example, employers may pay workers unusually high wages,
Evidenzia (giallo) - Posizione 190
those higher wages involved a cost, namely that fewer workers were hired,
Evidenzia (giallo) - Posizione 191
Better monitoring of workers will mean that employers will hire more
Evidenzia (giallo) - Posizione 194
Escrow Systems, Artificial Agents and Malleable Memory
Evidenzia (giallo) - Posizione 202
even a bid or ask can reveal information the trader doesn’t want revealed.
Nota - Posizione 203
COSTI TRANSAZIONE
Evidenzia (giallo) - Posizione 203
A simple but telling example is the expression of interest in dating another person. Revelation of interest can be uncomfortable, especially as it may not be reciprocated. Phone apps like Tinder allow users to express interest in other users, but the users are not able to contact unless both express an interest in each other. In this case, the double coincidence of wants is not a problem but a feature.
Nota - Posizione 206
x TINDER APP. APPUNTAMENTI
Evidenzia (giallo) - Posizione 208
Arrow (1963)
Nota - Posizione 208
GIÙ
Evidenzia (giallo) - Posizione 209
difficult for the buyer to know the value of the information without knowing the information itself.
Evidenzia (giallo) - Posizione 212
escrow system can solve
Evidenzia (giallo) - Posizione 212
making the exchange if and only if the third party judges that the buyer would value the information at more
Evidenzia (giallo) - Posizione 213
Two difficulties
Evidenzia (giallo) - Posizione 214
the third party must be trusted
Nota - Posizione 214
1
Evidenzia (giallo) - Posizione 214
the third party must be trusted to accurately represent the buyer
Nota - Posizione 215
2
Evidenzia (giallo) - Posizione 215
Both of these problems can be solved by making the third party an artificial intelligence.
Nota - Posizione 223
t
Evidenzia (giallo) - Posizione 223
Conclusion
Evidenzia (giallo) - Posizione 227
the costs of a political system that produces many new regulations but repeals very few old ones.
Evidenzia (giallo) - Posizione 227
regulatory apparatus is increasingly out of date.
Evidenzia (giallo) - Posizione 261
Symmetric Information Won’t Be Perfect By Alex Tabarrok
Nota - Posizione 263
t
Evidenzia (giallo) - Posizione 273
Andrew Thomas’s life insurer knows exactly when he arrives at his local gym. The company is notified when he swipes his membership card, and 30 minutes later, it checks that he is still there, tracking his location through his smartphone. The insurance company has a vested interest in keeping Mr. Thomas alive and well. In return for sharing his exercise habits, his cholesterol level and other medical information, Mr. Thomas, a 51-year-old medical publisher who lives in Johannesburg, earns points, which translate into premium savings and other perks.
Nota - Posizione 277
x UNA STORIA DI ASSIC. FINE ASIMMETRIA
Evidenzia (giallo) - Posizione 279
The second example was the killing of Walter Scott by a police officer. After a cell phone video of the shooting surfaced, the claims of the officer were quickly shown to be false. Not long ago this major injustice would probably have been a neglected police report. Today it is a national scandal likely leading to greater adoption of police body cameras.
Nota - Posizione 283
x STORIA DI ABUSI DELLA PULA
Evidenzia (giallo) - Posizione 289
the opposite of asymmetric information is symmetric information, not perfect information.
Nota - Posizione 289
t
Evidenzia (giallo) - Posizione 293
Information will always be imperfect.
Evidenzia (giallo) - Posizione 295
We don’t even have perfect information about our own tastes.
Evidenzia (giallo) - Posizione 303
Rolls-Royce, the British manufacture of jet engines, for example knows so much about how and when its engines are being used that it makes most of its money not by selling engines but by renting them by the hour, along with a promise to maintain and replace any engine that breaks down.
Nota - Posizione 305
x ESEMPIO ROLLS ROYCE
Evidenzia (giallo) - Posizione 305
rental contracts already exist for consumer durables such as automobiles, and we predict they will become more attractive
Evidenzia (giallo) - Posizione 307
number of commentators pointed to extensive price discrimination as contradicting our argument.
Evidenzia (giallo) - Posizione 308
more information on the seller side can lead to more price discrimination,
Evidenzia (giallo) - Posizione 309
There is no necessary contradiction,
Evidenzia (giallo) - Posizione 313
Joshua Gans and a number of others suggest that we are predicting or promoting the end of regulation. But that is a misreading.
Evidenzia (giallo) - Posizione 317
ingredient labeling have had benefits, albeit small ones.
Nota - Posizione 317
ES REGOLA UTILE
Evidenzia (giallo) - Posizione 321
government regulation which helps buyers and sellers to make better choices is superior to government regulation that prevents choices.
Nota - Posizione 322
x PRINCIPIO
Evidenzia (giallo) - Posizione 322
consider the Food and Drug Administration’s (FDA) regulation of pharmaceuticals.
Nota - Posizione 323
ES DI VIOLAZIONE DEL PRINC
Evidenzia (giallo) - Posizione 323
banning products unless they pass a one-size-fits-none rule,
Evidenzia (giallo) - Posizione 328
information argument has been used far too often to protect rents, including the protection of physicians and dentists
Evidenzia (giallo) - Posizione 334
We pointed to reviews, ratings and recommendation systems as new sources of information to overcome moral hazard problems.
Evidenzia (giallo) - Posizione 335
these systems are themselves subject to attack and manipulation
Evidenzia (giallo) - Posizione 336
there is no theorem in economics that says that every action creates an equal and opposite reaction.
Evidenzia (giallo) - Posizione 338
3 steps forward and 1 step back.
Nota - Posizione 338
SIMMETRIA
Evidenzia (giallo) - Posizione 338
If reviews were so gamed as to be useless, for example, people would stop using them and services like Airbnb
Evidenzia (giallo) - Posizione 339
Yet we don’t expect services such as those offered by Airbnb, Yelp, and Angie’s List to shut down anytime soon.
Evidenzia (giallo) - Posizione 363
If the amazing proliferation of information, monitoring, and quality evaluation in recent times does not render at least some regulation obsolete, or in need of revision, than what kind of information developments might do so?
Nota - Posizione 365
x DOMANDA DA FARSI
Evidenzia (giallo) - Posizione 365
a) information asymmetries are diminishing significantly, and b) the nature and extent of government regulation really does need to change.
Nota - Posizione 366
x RISPOSTA

Why Online Education Works alex tabarrok

Why Online Education Works alex tabarrok
riccardo-mariani@libero.it
Citation (APA): riccardo-mariani@libero.it. (2017). Why Online Education Works alex tabarrok [Kindle Android version]. Retrieved from Amazon.com

Parte introduttiva
Evidenzia (giallo) - Posizione 1
Why Online Education Works By Alex Tabarrok
Evidenzia (giallo) - Posizione 6
Oxford University was founded in 1096, Cambridge in 1209. Harvard, a relative newcomer, was founded in 1636.
Evidenzia (giallo) - Posizione 8
Oxford in 2012 teaches students in ways remarkably similar to Oxford in 1096, seated students listening to professors in a classroom.
Evidenzia (giallo) - Posizione 10
facts are related; stasis in methods has led to stasis in status.
Evidenzia (giallo) - Posizione 10
Online education will change how universities teach;
Evidenzia (giallo) - Posizione 12
Advantages of Online Education
Nota - Posizione 12
t
Evidenzia (giallo) - Posizione 13
1) leverage, especially of the best teachers; 2) time savings; 3) individualized teaching
Nota - Posizione 13
TRE VANYAGGI
Nota - Posizione 14
t
Evidenzia (giallo) - Posizione 14
Leverage
Evidenzia (giallo) - Posizione 16
my 15 minute talk has been watched nearly 700,000 times.
Nota - Posizione 17
x ANEDDOTO
Evidenzia (giallo) - Posizione 20
teaching I did at TED dominates my entire teaching career: 700,000 views at 15 minutes each is equivalent to 175,000 student-hours of teaching, more than I have taught in my entire offline career.[ 1]
Nota - Posizione 21
c
Evidenzia (giallo) - Posizione 24
Teaching is becoming relatively more expensive for the same reason that butlers have become relatively more expensive– butler productivity increased more slowly than productivity in other fields, so wages for butlers rose even as their output stagnated; as a result, the opportunity cost of butlers increased. The productivity of teaching, measured in, say, kilobytes transmitted from teacher to student per unit of time, hasn’t increased much.
Nota - Posizione 26
x COST DESEASE. INSEGNARE SARÀ SEMPRE PIÙ COSTOSO
Evidenzia (giallo) - Posizione 27
Teaching has remained economic only because the value of each kilobyte transmitted has increased due to discoveries in (some) other fields.
Evidenzia (giallo) - Posizione 28
Online education, however, dramatically increases the productivity of teaching.
Evidenzia (giallo) - Posizione 30
The counter-argument is that there is an ineffable quality of the classroom
Evidenzia (giallo) - Posizione 32
what exactly this quality might be remains ineffable to me.
Evidenzia (giallo) - Posizione 34
Fields with greater physicality, not just sports and dance, but also experimental biology, physics, and chemistry will also require more in-classroom teaching with greater attention from a human being.
Nota - Posizione 35
X ECCEZIONI
Evidenzia (giallo) - Posizione 36
Until late college, physics is mostly teaching knowledge known since Newton.
Evidenzia (giallo) - Posizione 38
much education at the college level is already mass education
Evidenzia (giallo) - Posizione 39
let us accept that classroom teaching has some special value. We must still weigh this value against the productivity increases
Nota - Posizione 40
TRADE OFF
Evidenzia (giallo) - Posizione 46
The best way to increase the quality of teaching is to increase the number of students taught by the best teachers.
Evidenzia (giallo) - Posizione 48
TED talk was among the best 15 minutes of my career. Knowing the potential size of the TED audience, I honed my talk and visuals with months of practice.
Nota - Posizione 49
I MIGLIORI AL LORO MEGLIO
Evidenzia (giallo) - Posizione 51
Teaching today is like a stage play.
Evidenzia (giallo) - Posizione 52
it takes as much labor to produce the 100th viewing as it does to produce the first.
Evidenzia (giallo) - Posizione 53
Online education makes teaching more like a movie.
Evidenzia (giallo) - Posizione 53
Now consider quality. The average movie actor is a better actor than the average stage actor.
Evidenzia (giallo) - Posizione 54
If you were making a movie with a potential audience in the millions wouldn’t you hire the best actors?
Evidenzia (giallo) - Posizione 56
Is there something ineffably great about a live performance? Occasionally, but the greatest stage performances are seen by only a handful of people.
Evidenzia (giallo) - Posizione 58
the market for teachers will become more like the market for actors, a winner-take-all market
Evidenzia (giallo) - Posizione 59
greater inequality and very big payments at the top.
Evidenzia (giallo) - Posizione 59
A principal player on Broadway might earn $ 62,500 a year, perhaps twice what a minor player might earn.[ 3] One of the biggest stars in the world, Julia Roberts, made $ 35,000 a week, or $ 1.62 million in a 50-week year performing in Three Days of Rain. Nevertheless, her stage salary pales in comparison to her typical payment of $ 10– $ 20 million per movie for much less work.
Nota - Posizione 62
x STIPENDI ATTORI
Evidenzia (giallo) - Posizione 63
movies are better in many respects than plays, but no one doubts that a taped play is worse in all respects than a live play.
Evidenzia (giallo) - Posizione 64
Many of the early online forays into education were simply taped lectures, boring, flat, and worse
Evidenzia (giallo) - Posizione 67
Time Savings
Nota - Posizione 67
t
Evidenzia (giallo) - Posizione 70
surprised to discover that we could teach a full course in less than half the lecture time of an offline course.
Evidenzia (giallo) - Posizione 71
online lectures need not be repetitive.
Evidenzia (giallo) - Posizione 72
Dale Carnegie’s advice
Evidenzia (giallo) - Posizione 72
“tell the audience what you’re going to say, say it; then tell them what you’ve said”
Nota - Posizione 72
X CARNEGIE
Evidenzia (giallo) - Posizione 74
if you repeat whenever 20% of the audience doesn’t understand something, that means that 80% of the audience hear something twice
Evidenzia (giallo) - Posizione 75
Highly inefficient.
Evidenzia (giallo) - Posizione 76
Carnegie’s advice is dead wrong for an online audience.
Evidenzia (giallo) - Posizione 76
Different medium, different messaging.
Evidenzia (giallo) - Posizione 76
In an online lecture it pays to be concise.
Evidenzia (giallo) - Posizione 76
Online, the student is in control and can choose when and what to repeat.
Evidenzia (giallo) - Posizione 77
students proceed as fast as their capabilities can
Evidenzia (giallo) - Posizione 79
even more savings by eliminating the fixed time-costs of attending
Evidenzia (giallo) - Posizione 79
many of my students will have driven half an hour
Evidenzia (giallo) - Posizione 80
online lectures there is no looking for parking!
Evidenzia (giallo) - Posizione 81
Time Shifting
Evidenzia (giallo) - Posizione 83
In the online world, consumers need not each consume at the same time,
Evidenzia (giallo) - Posizione 84
suppliers need not produce at the moment of consumption.
Evidenzia (giallo) - Posizione 84
It’s costly to coordinate consumers and suppliers,
Evidenzia (giallo) - Posizione 89
Despite caffeination, by 9: 30 pm fatigue sets in,
Evidenzia (giallo) - Posizione 90
it makes little sense for me to try to teach complex ideas after 9: 30 pm.
Evidenzia (giallo) - Posizione 95
Flexible time scheduling reduces the costs of coordination
Evidenzia (giallo) - Posizione 96
Online education can also break the artificial lecture length of 50– 90 minutes.
Evidenzia (giallo) - Posizione 97
experts say that adult attention span is 10– 15 minutes
Evidenzia (giallo) - Posizione 97
span has declined in the Internet era.[ 4]
Evidenzia (giallo) - Posizione 98
it is clear that the standard lecture length has not been determined by optimal learning time but by the high fixed costs of traveling to school.
Evidenzia (giallo) - Posizione 100
the natural length of a lecture is probably not that different from the length of a typical popular music track or television segment.
Evidenzia (giallo) - Posizione 102
Individualized Teaching and New Technologies
Nota - Posizione 102
t
Evidenzia (giallo) - Posizione 103
classroom experience provides greater opportunity for personalized learning.
Nota - Posizione 103
COMMON OBJECTION
Evidenzia (giallo) - Posizione 103
offline experience is often not a classroom of 4-9 students, but a classroom of over 100.
Evidenzia (giallo) - Posizione 109
conventional wisdom is that the classroom allows for more questions.
Nota - Posizione 110
OB 2
Evidenzia (giallo) - Posizione 110
online space is a better place both for asking questions and for interacting with professors
Evidenzia (giallo) - Posizione 111
students from all over the world can ask questions online.
Evidenzia (giallo) - Posizione 111
constrained by the costs of coordination to begin and end at a time fixed in advance.
Evidenzia (giallo) - Posizione 115
peer-learning, for students to answer their own questions.
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Questions are also more powerful in the online world.
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the teacher is held to a higher standard.
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If I make an error in my offline class, chances are no one will catch it.
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future is lectures plus intelligent,
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The future of online education is adaptive assessment,
Evidenzia (giallo) - Posizione 123
Incorrect answers are not random but betray specific assumptions and patterns of thought. Analysis of answers, therefore, can be used to guide students to exactly that lecture that needs to be reviewed and understood to achieve mastery of the material.
Nota - Posizione 125
x VALUTAZIONE ADATTIVA
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Computer-adaptive learning will be as if every student has their own professor on demand— much
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Surprisingly, the computer will make learning less standardized and robotic.
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PERSONALIZZAZIONE
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we know that improving teacher productivity is very difficult, which is why teaching methods haven’t changed in millennia.
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IL MALE CHE XSUPERA L ONLINE
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Bigger markets increase the incentive to research
Evidenzia (giallo) - Posizione 146
Randomized controlled trials, which are very expensive in the offline world, become very cheap in the online world.
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SPERIMENTAZIONE PIÙ FACILE
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Consider two methods of teaching a concept. Which works best?
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shorten the time from learning what works to implementing what works.
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ALTRO PREGI. ADOZIONE RAPIDA XDI QUEL CHE FUNZIONA
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better teaching methods can diffuse through fewer teachers
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The College Experience
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t
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The college experience is about much more than learning. Online education will not replace the two Olympic-sized swimming pools at my university, the modern exercise facilities, the coffee shop, or the restaurants.
Nota - Posizione 156
x OBIEZIONE DELL ESPERIENZA
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viewing online lectures at home and doing “homework” in-class— is
Nota - Posizione 157
AUNA SOLUZIONE
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The university will continue to be a place for young people to socialize
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socialization and education functions will become more distinct.
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parents and taxpayers may decide that they would rather not pay for four five years of socialization
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TARIFFE
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Online Education Has Already Met the Market Test
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t
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unexpected success of Stanford’s free online course on artificial intelligence. Taught by Peter Norvig and Sebastian Thrun in 2011, this course enrolled more students than the entire Stanford student body.
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X ESEMPIO
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Educational startups like Coursera, Udacity and, of course, MRUniversity promoted the idea of MOOCs, massive online open courses.
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x ALTRI ES
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elites, however, have been behind the curve.
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Private, for-profit universities such as the University of Phoenix and Ashford University were the pioneers of online education.
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x APIONIERI
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The for-profits offered courses that appealed to women, particularly those with children, to ethnic minorities and to adults 25– 44 years old who valued all of the flexibility and time-savings that online education offered.
Nota - Posizione 175
x PLATEA
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especially successful in the graduate market,
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shorter and pursued by adults less interested in the socializing
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audience that traditional universities had mostly ignored,
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Online Education and the Developing World
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t
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developing world is increasing education at a dramatic rate.
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Over the next 15 years or so India plans to increase the number of students attending university from 12 million to over 30 million; a goal that will require at least 1,000 new universities. China has already increased the number of entering university students from 1 million in 1998 to over 6 million today.
Nota - Posizione 186
x INDIA E CINA
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will the developing world adopt the Oxford model of 1096
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?
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The Great Unbundling
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t
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development, delivery, assessment, and credentialing.
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FUNZIONI SCOMPONIBILI
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Already many universities now offer credit for courses taken at other universities,
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We already have some experience with unbundling credentialing in the market for lawyers
Segnalibro - Posizione 222
Evidenzia (giallo) - Posizione 223
A Response to Participants By Alex Tabarrok
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advantages: Leverage of the best professors teaching more students. Large time savings from less repetition in lectures (students in control of what to repeat) and from lower fixed costs (no need to drive to university). Greater flexibility in when lectures are consumed (universities open 24 hours a day) and in the lecture format (no need to limit to 50 minutes). Greater scope for productivity improvements as capital substitutes for labor and greater incentive to invest in productivity when the size of the market increases. Greater scope for randomized controlled trials of educational strategies thus more learning about what works in education.
Nota - Posizione 242
x RIASSUNTO VANTAGGI
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Siva Vaidhyanathan
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classroom is special,
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“I would find this more persuasive if I had not taken many traditional college courses myself.”
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large majority of college teachers in the United States today are adjuncts,
Evidenzia (giallo) - Posizione 266
try ideas on for size, gently criticize others, challenge authority, and drive conversations in new directions?
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X ATTIVITA TIPICHE DELL OFF LUNE. O NO?"
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Carole Cadwalladr, a reporter from the Observer writing about an online course in genetics:
Evidenzia (giallo) - Posizione 270
And that’s when I have my being-blown-away moment. The traffic is astonishing. There are thousands of people asking— and answering— questions about dominant mutations and recombination. And study groups had spontaneously grown up: a Colombian one, a Brazilian one, a Russian one. There’s one on Skype, and some even in real life too. And they’re so diligent! If you are a vaguely disillusioned teacher, or know one, send them to Coursera: these are people who just want to learn.
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x TESTIMONIANZA
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Rather than contrasting offline with online, I am more interested in how online can complement
Evidenzia (giallo) - Posizione 276
I’d also like to see more comparisons and more empirical evidence.
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How large does the typical classroom have to be before an online classroom is superior?
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ESEMPIO DI DOMANDA
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My answers are that a philosophy seminar with five students is going to be better face-to-face. In a class of thirty, I’d take a good online class
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Where is the dividing line and why?
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Some 30% of students today are already enrolled in an online course.
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What should students with full or part-time jobs do?
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Which students and which classes should go online?
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ALTRA DOMANDA
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Blanket statements don’t seem useful here.
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Econ 101 would work well online. Plenty of math and stats classes will work well online
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The Department of Education conducted a meta-analysis
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found: Students in online conditions performed modestly better, on average, than those learning the same material through traditional face-to-face instruction. Instruction combining online and face-to-face elements had a larger advantage relative to purely face-to-face instruction than did purely online instruction. Effect sizes were larger for studies in which the online instruction was collaborative or instructor-directed than in those studies where online learners worked independently. The effectiveness of online learning approaches appears quite broad across different content and learner types. Online learning appeared to be an effective option for both undergraduates (mean effect of + 0.30, p
Nota - Posizione 296
x METANALISI
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Shallow compared to what? Compared to the best offline course at MIT?
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Again, the issue is on what margin.
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Or is Vaidhyanathan claiming a link between the medium and message?
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list some MOOCs and their teachers;
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Sebastian Thrun, father of the Google chauffeured vehicle, on artificial intelligence; Sergey Brin, founder of Google, on search algorithms; Anant Agarwal, winner of MIT’s Smullin and Jamieson prizes for teaching, on computer science.
Nota - Posizione 317
x AINSEGNANTI ONLINE
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(FYI, the general principle— the best wants to work with the best— is call