On Saturday 31 August, tickets for the much-heralded Oasis reunion tour went on sale through the official retailer, Ticketmaster. When the company sells tickets, the acts or their promoters can choose whether to use a static pricing system, where each type of ticket is sold at a set price until they have all been sold. Or they can use a dynamic pricing system (‘in-demand’ or ‘platinum’ tickets, as Ticketmaster calls them), where there is a starting price quoted, but where prices then rise according to demand. The higher the demand, the more the price is driven up. Acts or their promoters have the option of choosing an upper limit to the price.
Dynamic pricing
The Oasis tickets were sold under the dynamic pricing system, a system previously used for Harry Styles, Bruce Springsteen, Coldplay and Blackpink concerts, but one rejected by Taylor Swift for her recent Eras tour. Standing tickets for the Oasis concert with a face value of around £135 were quickly being sold for over £350. There were long online queues, with the prices rising as people slowly moved up the queue. When they reached the front, they had to decide quickly whether to pay the much higher price. Some people later suffered from buyer’s remorse, when they realised that in the pressure of the moment, they had paid more than they could afford.
Dynamic pricing is when prices change with market conditions: rising at times when demand exceeds supply and falling when supply exceeds demand. It is sometimes referred to as ‘surge pricing’ to reflect situations when price surges in times of excess demand.
Dynamic pricing is a form of price discrimination. It is an imperfect form of first-degree price discrimination, which is defined as people being charged the maximum price they are willing to pay for a product. Pricing in an eBay auction comes close to first-degree price discrimination. With dynamic pricing in the ticket market, some people may indeed pay the maximum, but others earlier in the queue will be lucky and pay less than their maximum.
Ticketmaster justifies the system of dynamic pricing, saying that it gives ‘fans fair and safe access to the tickets, while enabling artists and other people involved in staging live events to price tickets closer to their true market value’. The company argues that if the price is below the market value, a secondary market will then drive ticket prices up. Ticket touts will purchase large amounts of tickets, often using bots to access the official site and then resell them at highly inflated prices on sites such as Viagogo and Stubhub, where ticket prices for popular acts can sell for well over £1000. The day after Oasis tickets went on sale, Viagogo had seats priced at up to £26 000 each!
Oasis and Ticketmaster have tried to stamp out the unofficial secondary market by stating that only tickets bought through the official retailers (Ticketmaster, Gigsandtours and SeeTickets) will be valid. If fans want to resell a ticket – perhaps because they find they can no longer go – they can resell them on the official secondary market though Ticketmaster’s Fan-to-Fan site or Twickets. These official secondary sites allow holders of unwanted tickets to sell them for anything up to the original face value, but no more. Buyers pay a 12% handling fee. It remains to be seen whether this can be enforced with genuine tickets resold on the secondary market.
Examples of dynamic pricing
Dynamic pricing is not a new pricing strategy. It has been used for many years in the transport, e-commerce and hospitality sectors. Airlines, for example, have a pricing model whereby as a flight fills up, so the prices of the seats rise. If you book a seat on a budget airline a long time in advance, you may be able to get it at a very low price. If, on the other hand, you want a seat at the last minute, you may well have to pay a very high price. The price reflects the strength of demand and its price elasticity. The business traveller who needs to travel the next day for a meeting will have a very low price sensitivity and may well be prepared to pay a very high price indeed. Airlines also learn from past behaviour and so some popular routes will start at a higher price. A similar system of dynamic pricing is used with advance train tickets, with the price rising as trains get booked up.
The dynamic pricing system used by airlines and train companies is similar, but not identical, to first-degree price discrimination. The figure below illustrates first-degree price discrimination by showing a company setting the price for a particular product.
Assume initially that it sets a single profit-maximising price. This would be a price of P1, at an output of Q1, where marginal revenue (MR) equals marginal cost (MC). (We assume for simplicity that average and marginal costs are constant.) Total profit will be area 1: i.e. the blue area ((P1 – AC) × Q1). Area 2 represents consumer surplus, with all those consumers who would have been prepared to pay a price above P1, only having to pay P1.
Now assume that the firm uses first-degree price discrimination, selling each unit of the product at the maximum price each consumer is willing to pay. Starting with the consumer only willing to pay a price of P2, the price will go on rising up along the demand with each additional consumer being charged a higher price up to the price where the demand curve meets the vertical axis. In such a case, the firm’s profit would be not just the blue area, but also the green areas 2 and 3. Note that there is no consumer surplus as area 2 is now part of the additional profit to the firm.
Although dynamic pricing by airlines is similar to this model of first-degree price discrimination, in practice some people will be paying less than they would be willing to pay and the price goes up in stages, not continuously with each new sale of a ticket. Thus, compared with a fixed price per seat, the additional profit will be less than areas 2 + 3, but total profit will still be considerably greater than area 1 alone. Note also that there is a maximum quantity of seats (Qmax), represented by a full flight. The airline would hope that demand and its pricing model are such that Qmax is less than Q2.
Dynamic pricing also applies in the hospitality sector, as hotels raise the prices for rooms according to demand, with prices at peak times often being considerably higher than off-season prices. Rather then pre-setting prices for particular seasons, dates or weekends/weekdays, many hotels, especially chains and booking agents, adjust prices dynamically as demand changes. Airbnb offers property owners what it calls ‘Smart Pricing’, where nightly prices change automatically with demand.
Another example is Uber, which uses dynamic pricing to balance demand and supply location by location. In times of peak demand on any route, the company’s algorithm will raise the price. This will encourage people to delay travelling if they can or use alternative means of transport. It will also encourage more Uber drivers to come to that area. In times of low demand, the price will fall. This will encourage more people to use the service (rather than regular taxis or buses) and discourage drivers from working in that area.
Where dynamic pricing varies with the time or date when the purchase is made, it is sometimes referred to as inter-temporal pricing. It is a form of second-degree price discrimination, which is where a firm offers consumers a range of different pricing options for the same or similar products.
Another example of dynamic pricing, which is closer to first-degree price discrimination is the use of sophisticated algorithms and AI by Amazon, allowing it to update the prices of millions of products many times a day according to market conditions. Another is eBay auctions, where the price rises as the end date is reached, according to the willingness to pay of the bidders.
Attitudes to dynamic pricing
Consumers have grown accustomed to dynamic pricing in many industries. People generally accept the pricing model of budget airlines, for example. What makes it acceptable is that most people feel that they can take advantage of early low-priced seats and can compare the current prices on different flights and airlines when making their travel plans. Pricing is transparent. With the Oasis concert, however, there wasn’t the same degree of price transparency. Many people were surprised and dismayed to find that when they got to the front of the online queue, the price had risen dramatically.
People are familiar of dynamic pricing in the context of price cuts to shift unsold stock. Supermarkets putting stickers on products saying ‘reduced for quick sale’ is an example. Another is seasonal sales. What is less acceptable to many consumers is firms putting up prices when demand is high. They see it a profiteering. Many supermarkets are introducing electronic shelf labels (ESLs), where prices can be changed remotely as demand changes. Consumers may react badly to this if they see the prices going up. The supermarket, however, may find it a very convenient way of reducing prices to shift stock – something consumers are hardly likely to complain about.
Returning to the Oasis tour, the UK government responded to the outrage of fans as ticket prices soared. Culture Secretary, Lisa Nandy, announced that the government will investigate how surge pricing for concert tickets is used by official retailers, such as Ticketmaster. This will be part of a planned review of ticket sales that seeks to establish a fairer and more transparent system of pricing.
The problem is that, with some fans being prepared to pay very high prices indeed to see particular acts and with demand considerably exceeding supply at prices that fans would consider reasonable, some way needs to be found of rationing demand. If it is not price, then it will inevitably involve some form of queuing or rationing system, with the danger that this encourages touts and vastly inflated prices on the secondary market.
Perhaps a lesson can be drawn from the Glastonbury Festival, where prices are fixed, people queue online and where security systems are in place to prevent secondary sales by ticket touts. The 2024 price was set at £355 + a £5 booking fee and purchasers were required to register with personal details and a photo, which was checked on admission.
Update
On 5 September, the CMA announced that it was launching an investigation into Ticketmaster over the Oasis concert sales. Its concerns centred on ‘whether buyers were given clear and timely information, and whether consumer protection law was breached’. This followed complaints by fans that (i) they were not given clear and timely information beforehand that the tickets involved dynamic pricing and warned about the possible prices they might have to pay and (ii) on reaching the front of the queue they were put under pressure to buy tickets within a short period of time.
Meanwhile, band member stated that they were unaware that dynamic pricing would be used and that the decision to use the system was made by their management.
Videos
Articles
- Oasis ticket sales – everything you need to know about reunion
BBC News (27/8/24)
- Ticketmaster demand-based pricing system criticised
BBC News, Annabel Rackham (10/10/22)
- I loved Oasis – until I saw Ticketmaster’s dynamic pricing
Metro, Issy Packer (2/9/24)
- A supersonic swindle: my £1,423 Oasis Ticketmaster hell
The Guardian, Josh Halliday (1/9/24)
- Bands urged to oppose dynamic pricing of concert tickets after Oasis ‘fiasco’
The Guardian, Josh Halliday and Rob Davies (1/9/24)
- Oasis tickets: what is dynamic pricing and why is it used for live music?
The Guardian, Rob Davies (1/9/24)
- Viagogo defends reselling Oasis tickets for thousands of pounds as ‘legal’
City A.M. (31/8/24)
- Oasis fans face ‘eye-watering’ resale ticket prices
i News, Adam Sherwin (30/8/240
- Would you really pay €500 for an Oasis ticket?
RTE Brainstorm, Emma Howard (3/9/24)
- When ‘dynamic pricing’ works – and when it doesn’t
Investors’ Chronicle, Hermione Taylor (11/12/23)
- The pros, cons and misconceptions of dynamic pricing for retailers
Computer Weekly, Glynn Davis (20/6/24)
- Dynamic Pricing (Taylor’s Version)
Linkedin, Economic Insight (10/7/23)
- Dynamic pricing: successful companies that use this pricing strategy
PriceTweakers, Simon Gomez (25/5/24)
- Five lessons for businesses investigating dynamic pricing
FT Strategies
- Inflated Oasis ticket prices ‘depressing’ – government promises review of dynamic pricing
Sky News (2/9/24)
- Lisa Nandy hits out at ‘incredibly depressing’ Oasis ticket sale and orders probe into surge pricing
Independent, Archie Mitchell (2/9/24)
- Oasis ticket row: How Ticketmaster’s owner has grip on UK live music scene
BBC News, Chi Chi Izundu and James Stewart (4/9/24)
- CMA launches investigation into Ticketmaster over Oasis concert sales
CMA Press Release (5/9/24)
- Revealed: the touts offering Oasis tickets for thousands on resale sites
The Guardian, Rob Davies, Hannah Al-Othman and Tiago Rogero (7/9/24)
Questions
- What is the difference between dynamic pricing and surge pricing?
- What is buyer’s remorse? How could dynamic pricing be used while minimising the likelihood of buyer’s remorse?
- Distinguish between first-degree, second-degree and third-degree price discrimination. Do the various forms of dynamic pricing correspond to one or more of these three types?
- Distinguish between consumer and producer surplus. How may dynamic pricing lead to a reduction in consumer surplus and an increase in producer surplus?
- Should Ticketmaster sell tickets on the same basis as tickets for the Glastonbury Festival?
- Is Oasis a monopoly? What are the ticket pricing implications?
- Are there any industries where firms would not benefit from dynamic pricing? Explain.
- What are the arguments for and against allowing tickets to be sold on the secondary market for whatever price they will fetch?
- How powerful is Ticketmaster in the primary and secondary ticket markets?
The UK Parliament’s Culture Media and Sport Select Committee has been examining the secondary ticketing market. The secondary market for events is dominated by four agencies – viagogo, eBay-owned StubHub and Ticket-master’s Get Me In! and Seatwave. These buy tickets to events in the primary market (i.e. from the events or their agents) and then resell them, normally at considerably inflated prices to people unable to get tickets in the primary market.
One example has grabbed the headlines recently. This is where viagogo was advertising tickets for an Ed Sheeran charity concert for £5000. The original tickets were sold for between £40 and £110, with the money going to the Teenage Cancer Trust. None of viagogo’s profits would go to the charity. The tickets were marked ‘not for resale’; so there was doubt that anyone buying a ticket from viagogo would even be able to get into the concert!
There are four major issues.
The first is that the tickets are often sold, as in the case of the Ed Sheeran concert, at many times their face value. We examined this issue back in September 2016 in the blog What the market will bear? Secondary markets and ticket touts).
The second is that the secondary sites use ‘bots’ to buy tickets in bulk when they first come on sale. This makes it much harder for customers to buy tickets on the primary site. Often all the tickets are sold within seconds of coming on sale.
The third is whether the tickets sold on the secondary market are legitimate. Some, like the Ed Sheeran tickets, are marked ‘not for resale’; some are paperless and yet the secondary ticket agencies are accused of selling paper versions, which are worthless.
The fourth is that multiple seats that are listed together are not always located together and so people attending with friends or partners may be forced to sit separately.
These are the issues that were addressed by the Culture Media and Sport committee at its meeting on 21 March. It was due to take evidence from various people, including viagogo, the agency which has come in for the most criticism. Viagogo, however, decided not to attend. This has drawn withering criticism from the press and on social media. One of the other witnesses at the meeting, Keith Kenny, sales and ticketing director for the West End musical Hamilton, described viagogo as ‘a blot on the landscape’. He said, ‘Ultimately, our terms and conditions say ticket reselling is forbidden. If you look at the way that glossy, sneaky site is constructed, they’ve gone an awful long way not to be compliant in the way they’ve built their site.’
The Competition and Markets Authority launched an enforcement investigation last December into suspected breaches of consumer protection law in the online secondary tickets market. This follows on from an earlier report for the government by an independent review chaired by Professor Waterson.
The government itself is considering amending the Digital Economy Bill to make it illegal to use bots to buy tickets in excess of the limit set by the event. Online touts who break this new law would face unlimited fines.
Articles
Touts to face unlimited fines for bulk-buying tickets online Independent, Roisin O’Connor (13/3/17)
Unlimited fines for bulk buying ticket touts BBC News (11/3/17)
Ticket touts face unlimited fines for using ‘bots’ to buy in bulk The Guardian, Rob Davies (10/3/17)
Ticket touts face unlimited fines in government crackdown on bots Music Week, James Hanley (11/3/17)
Government confirms bots ban and better enforcement in response to secondary ticketing review CMU, Chris Cooke (13/3/17)
The ‘Viagogo Glitch’: Why Fans Must Be Put First In The Secondary Ticketing Market Huffington Post, Sharon Hodgson (14/3/17)
Angry MPs accuse no-show Viagogo of ‘fraudulent mis-selling’ of Ed Sheeran tickets i News, Adam Sherwin (21/3/17)
Ed Sheeran’s manager Stuart Camp on secondary ticketing BBC News, Stuart Camp (21/3/17)
Fury at Viagogo no-show as MPs probe tickets on sale for thousands Coventry Telegraph, James Rodger (22/3/17)
Music fans given 10-step guide on how to tackle ticket touts Daily Record, Mark McGivern (20/3/17)
Viagogo snubs MPs’ inquiry into online ticket reselling The Guardian, Rob Davies (21/3/17)
Viagogo a No-Show at U.K. Hearing Into Secondary Ticketing: ‘Huge Lack of Respect’ Billboard, Richard Smirke (21/3/17)
Daily Record campaign against ticket touts reaches Parliament but Viagogo don’t show up to answer claims Daily Record, Torcuil Crichton and Keith McLeod (22/3/17)
Ticketmaster is using its software — and your data — to take on ticket-buying bots recode, Peter Kafka (14/3/17)
Official sites and documents
The Culture, Media and Sport Committee holds a further evidence session on ticket abuse. Culture, Media and Sport Commons Select Committee (20/3/17)
CMA launches enforcement investigation into online secondary ticketing Competition and Markets Authority, Press Release (19/12/16)
Independent Review of Consumer Protection Measures concerning Online Secondary Ticketing Facilities Department for Business, Innovation and Skills, Professor Michael Waterson (May 2016)
Ticket abuse: ban digital ‘harvesting’ software says Committee Culture, Media and Sport Commons Select Committee (24/11/16)
Questions
- Use a demand and supply diagram to demonstrate how secondary ticket agencies are able to sell tickets for popular events at prices several times the tickets’ face value.
- If secondary ticket sites and ticket touts are able to sell tickets at well above box office prices, isn’t this simply a reflection of people’s willingness to pay (i.e. their marginal utility)? In which case, aren’t these sellers providing a useful service?
- How do secondary ticket agencies reduce consumer surplus? Could they reduce it to zero?
- See Tickets, the primary market ticket agency, has set up a secondary site, whereby fans can trade tickets with one another at a mark-up capped at just 5%. Will this help to reduce abuses on the secondary market, or is it a totally separate part of the market?
- Would it be a good idea for event organisers to charge higher prices for popular events than they do at present, but still below the equilibrium?
- How does the price elasticity of demand influence the mark-up that secondary ticket agencies can make? Illustrate this on a diagram similar to the one in question 1.
- What measures would you advocate to make tickets more available to the public at reasonable prices? Explain their benefits and any drawbacks.
- What would be the effect on prices if the use of bots could be successfully banned?
If you want a ticket for an event, such as a match or a concert, but the tickets are sold out, what do you do? Many will go to an agency operating in the ‘secondary market’. A secondary market is where items originally purchased new, such as tickets, company shares, cars or antiques, are put up for sale at a price that the market will bear.
The equilibrium price in a secondary market is where supply equals demand and the actual price will approximate to this equilibrium. In the case of tickets, this equilibrium price can be much higher than the original price sold by the venue or its agents. The reason is that the original price is below the equilibrium.
This is illustrated in the figure (click here for a PowerPoint). Assume that the total supply of tickets is Qs. Assume also that the official box office price is Pbo and that demand is given by the demand curve D. At the box office price demand exceeds supply by Qd – Qs. There is thus a shortage, with many fans unable to obtain a ticket at the official price. Many of you will be familiar with having to be as quick as possible to get hold of tickets where demand considerably outstrips supply. Events such as Glastonbury sell out within seconds of coming on sale.
If you buy a ticket and then find out you cannot go to the event, you can sell the ticket on the secondary market through an online site or agency. Such agencies could be seen as providing a useful service as it means that otherwise empty seats will be filled. But if the equilibrium price is well above the original ticket price, there is the potential for huge gain by the agencies, who may pay the seller considerably less than the agency then sells the ticket to someone else.
What is more, the difference between the original price and the equilibrium price in the secondary market makes ticket touting, or ticket ‘scalping’, highly profitable. This is where people buy tickets with no intention of using them themselves but in order to sell them at much higher prices on the secondary market. Such ticket touting has been illegal for football matches since 1994 and was illegal for the 2012 London Olympics, but it is legal for plays, concerts, festivals and other events.
Ticket touts are often highly organised in obtaining tickets at official prices by buying early and using multiple credit cards and multiple identities to avoid systems that restrict the number of tickets issued to a card. They often use internet bots to mass purchase tickets the moment they go on sale.
Those in favour of ticket touting argue that the high price in the secondary market is just a reflection of demand and supply (see the IEA article below). Ticket touting allows tickets to be directed to people who value them most and will get the greatest benefit from it. What is more, banning ticket touting, so the argument goes, would simply drive it underground.
Those against argue on grounds of equity. Ticket prices set below the equilibrium are designed to give greater equality of access to fans. Rationing on a first-come first-served system, either on the internet or by a queue, is seen to be fairer than one by ability/willingness to pay. A poor person may be just as keen to go to an event as a rich person and gain just as much enjoyment from it, but cannot afford the high equilibrium price. What is more, non of the profit from the higher prices reaches the event organisers or the artists or players. Yet the mark-up and hence profit made by ticket touts can be massive, as the first Observer article below shows.
Various measures are being tried to prevent ticket touting. One is the use of paperless tickets, with the number of tickets limited per person and with people having to show their ticket on their phones along with ID at the door or gate. If a person cannot attend, then the solution is a system where they can give the ticket back to the box office (perhaps electronically) which will re-sell it for them at the official price.
A government-backed investigation, the Waterson review reported in May 2016 and recommended that touts should be licensed and that there should be harsher penalties for firms that flout consumer rights law as applying to ticket sales. Whether this would be sufficient to bring secondary market prices down significantly, remains to be seen. In the meantime, organisers do seem to be trying to find ways of beating the touts through smarter means of selling.
Articles
MP Nigel Adams calls for secondary ticket marketing to be reformed Music Week, James Hanley (14/9/16)
Iron Maiden go to war with ticket touts BBC News, Mark Savage (22/9/16)
The new age of the ticket tout BBC World Tonight, Andrew Hosken (25/5/16)
Government urged to help music industry tackle ticket touts The Guardian, Rob Davies (13/9/16)
Ticket touts face licensing threat The Guardian, Rupert Jones (26/5/16)
How the ticket touts get away with bleeding fans dry The Observer, Rob Davies and Rupert Jones (15/5/16)
What sorcery is this? A £140 ticket for new Harry Potter play now costs £8,327 The Observer, Rob Davies and Laurie Chen (14/8/16)
Ticket touts made $3m from the last Mumford & Sons tour. $0 went back to the music industry. Music Business Woldwide, Adam Tudhope (6/9/16)
This is tout of order – join the Daily Mirror campaign to beat rip-off ticket resales Daily Mirror, Nada Farhoud (19/9/16)
Ticket touts: A muggle’s game The Economist (20/8/16)
Can We Fight Back Against The Robot Touts Ruining Live Music? Huffington Post, Andy Webb (6/9/16)
In defence of ticket touts Institute of Economic Affairs, Steve Davies (25/2/15)
Report
Consumer protection measures applying to ticket resale: Waterson review Department for Business, Innovation & Skills and Department for Culture, Media & Sport 26/5/16)
Guide
#Toutsout MMF & FanFair Alliance September 2016
Questions
- Why can ticket touts sell tickets above the equilibrium price shown in the diagram?
- In what ways could ticket touts be said to be distorting the market?
- How do ticket touts reduce consumer surplus? Could they reduce it to zero?
- Why may allowing ticket touting to take place result in empty seats at concerts or other events?
- Would it be a good idea for event organisers to charge higher prices for popular events than they do at present, but still below the equilibrium
- How does the price elasticity of demand influence the mark-up that ticket touts can make? Illustrate this on a diagram similar to the one above.
- Is it in ticket touts’ interests to adjust prices as an event draws closer, just as budget airlines adjust seat prices as the plane fills up? Could organisers sell tickets in the primary market in this way with prices rising as the event fills up?
- Discuss the various ways in which the secondary ticket market could be reformed? To what extent do these involve reforms in the primary ticket market?
A number of famous Business Schools in the UK and US such as MIT Sloan, NYU Stern and Imperial College have launched new programmes in business analytics. These courses have been nicknamed ‘Big Data finishing school’. Why might qualifications in this area be highly valued by firms?
Employees who have the skills to collect and process Big Data might help firms to successfully implement a pricing strategy that approaches first-degree price discrimination.
First-degree price discrimination is where the seller of a product is able to charge each consumer the maximum price he or she is prepared to pay for each unit of the product. Successfully implementing this type of pricing strategy could enable a firm to make more revenue. It might also lead to an increase in economic efficiency. However, the strategy might be opposed on equity grounds.
In reality, perfect price discrimination is more of a theoretical benchmark than a viable pricing strategy. Discovering the maximum amount each of its customers is willing to pay is an impossible task for a firm.
It may be possible for some sellers to implement a person-specific pricing strategy that approaches first-degree price discrimination. Firms may not be able to charge each customer the maximum amount they are willing to pay but they may be able to charge different prices that reflect customers’ different valuations of the product.
How could a firm go about predicting how much each of its customers is willing to pay? Traditionally smaller sellers might try to ‘size up’ a customer through individual observation and negotiation. The clothes people wear, the cars they drive and their ethnicity/nationality might indicate something about their income. Second-hand car dealers and stall-holders often haggle with customers in an attempt to personalise pricing. The starting point of these negotiations will often be influenced by the visual observations made by the seller.
The problem with this approach is that observation and negotiation is a time-consuming process. The extra costs involved might be greater than the extra revenue generated. This might be especially true for firms that sell a large volume of products. Just imagine how long it would take to shop at a supermarket if each customer had to haggle with a member of staff over each item in their supermarket trolley!! There is also the problem of designing compensation contracts for sales staff that provide appropriate incentives.
However the rise of e-commerce may lead to a very different trading environment. Whenever people use their smart phones, laptops and tablets to purchase goods, they are providing huge amounts of information (perhaps unconsciously) to the seller. This is known as Big Data. If this information can be effectively collected and processed then it could be used by the seller to predict different customers’ willingness to pay.
Some of this Big Data provides information similar to that observed by sellers in traditional off-line transactions. However, instead of visual clues observed by a salesperson, the firm is able to collect and process far greater quantities of information from the devices that people use.
For example, the Internet Protocol (IP) address could be used to identify the geographical location of the customer: i.e. do they live in a relatively affluent or socially deprived area? The operating system and browser might also indicate something about a buyer’s income and willingness to pay. The travel website, Orbitz, found that Apple users were 40 per cent more likely to book four or five star hotel rooms than customers who used Windows.
Perhaps the most controversial element to Big Data is the large amount of individual-level information that exists about the behaviour of customers. In particular, browsing histories can be used to find out (a) what types of goods people have viewed (b) how long they typically spend on-line and (c) their previous purchase history. This behavioural information might accurately predict price sensitivity and was never available in off-line transactions.
Interestingly, there has been very little evidence to date that firms are implementing personalised pricing on the internet. One possible explanation is that effective techniques to process the mass of available information have not been fully developed. This would help to explain the growth in business analytics courses offered by universities. PricewaterhouseCoopers recently announced its aim to recruit one thousand more data scientists over the next two years.
Another possible explanation is that firms fear a backlash from customers who are deeply opposed to this type of pricing. In a widely cited survey of consumers, 91% of the respondents believed that first-degree price discrimination was unfair.
Articles
Big data is coming for your purchase history – to charge you more money The Guardian, Anna Bernasek and DT Mongan (29/5/15)
Big data is an economic justice issue, not just a Privacy Problem The Huffington Post, Nathan Newman (16/5/15)
MIT’s $75,000 Big Data finishing school (and its many rivals) Financial Times, Adam Jones (20/3/16)
The Government’s consumer data watchdog New York Times, Natasha Singer (23/5/2015)
The economics of big data and differential pricing The Whitehouse blog, Jason Furman, Tim Simcoe (6/2/2015)
Questions
- Explain the difference between first- and third-degree price discrimination.
- Using an appropriate diagram, explain why perfect price discrimination might result in an economically more efficient outcome than uniform pricing.
- Draw a diagram to illustrate how a policy of first-degree price discrimination could lead to greater revenue but lower profits for a firm.
- Why would it be so difficult for a firm to discover the maximum amount each of its customers was willing to pay?
- Explain how the large amount of information on the individual behaviour of customers (so-called Big Data) could be used to predict differences in their willingness to pay.
- What factors might prevent a firm from successfully implementing a policy of personalised pricing?
Most observers were once again left stunned by how much media companies are willing to pay to secure the rights to broadcast live games in the English Premier League (EPL). At the same time the method used to sell those rights is being investigated by Ofcom following complaints made by Virgin Media. Virgin Media actually requested that the auction was halted until the investigation was completed.
Between them, BSkyB and BT Sport have paid £5.136bn to purchase the rights to broadcast live matches in the EPL over a three-year period beginning in the 2016–17 season. This is a 71% increase in the price paid for the previous three-year deal which runs from 2013 to 2016 and cost £3.018bn. However, the headline figure hides some big differences between the amounts paid by the two companies.
How exactly are the rights sold? The broadcast rights for the 168 live matches are split up into seven different packages labelled A through to G and are placed in seven different auctions. The type of auction used by the EPL is a sealed bid auction. Interested companies are invited to make an offer for any of the packages. However, when they make a bid they do not know (a) if other firms have also made a bid and (b) the size of any other bids. Another constraint is that one firm is not allowed to win more than five of the auctions. When the auction finishes the EPL only releases information about the winning offers. It never provides information about any of the failed bids.
Some of the packages are worth more than others to the broadcasters. The first five packages (A–E) each contain the rights for 28 games per season, while the other two packages (F and G) contain the rights for 14 matches. In some of the packages all of the games kick off at the same time and on the same day. For example all 28 games in package ‘A’ kick off at 12.30pm on a Saturday. Others contain more of a mixture. Some of the games in Package E take place on a Monday evening. while others take place on a Friday evening. Given the potential advertising revenue and number of viewers, the most valuable package is D, which has 28 games that kick off at 4.00pm on a Sunday.
Another factor that influences the value of a package is the number of ‘first picks’. In any given week, more than one broadcaster might want to screen the same match. To overcome this problem, each package is allocated a number of first, second, third, fourth and fifth ‘picks’. For example, package D comes with 18 first and 10 fourth round picks. This means that whichever company wins this package will get first choice on the games they want to broadcast on 18 occasions a year. Package C contains no ‘first picks’ but offers 15 second, 4 fourth and 7 fifth round picks. There is also a maximum and a minimum limit on the number of times games including a specific team can be broadcast.
BSkyB won the auctions for packages A, C, D, E and G for a price of £4.17bn. This means that it will be paying £1.396bn to broadcast 126 live games per season. This is an average payment of £11,031,700 per game. In the previous deal it paid £760million for the rights to broadcast 116 live games per season. This is an average payment of £6,551,724 per game. The new deal represents a cost increase of 68% per game. However, the number of first picks BskyB has secured in the new deal increases from 20 to 26.
BTSport won the auctions for packages B and F for a price of £960m. This means that it will be paying £320m for the rights to broadcast 42 live games per season. This is an average payment of £7,619,048 per game. In the previous deal it paid £246 million per year for the rights to broadcast 38 live games per season. This is an average payment of £6,473,684 per game. The new deal represents an increase in costs of 17.7% per game for BT Sport – a much lower figure than for BSkyB.
BSkyB has stated that it will cover the increase in the price it has paid for the rights with efficiency savings. However, many observers believe that it will ultimately result in significant increases in the subscription rates for SkySports. The impact of the deal on BskyB’s profit may well depend on the willingness of its customers to pay higher prices. What is the price elasticity of demand for SkySports at the current subscription rates they are charging?
There is still some uncertainty about the deal following Ofcom’s decision to investigate the legitimacy of the method used by the EPL to auction the rights. Virgin Media made a formal complaint in September 2014 about the collective selling of the live broadcast rights and argued that it was in breach of competition law. The investigation by Ofcom will make a judgment about whether the joint selling of the rights by the EPL is a contravention of Chapter I of the Competition Act 1998 and/or Article 101(1) of the Treaty on the Functioning of the European Union. An initial announcement will be made in March.
Premier League set to announce record £4.4bn TV rights deal BBC Sport (10/2/15)
Premier League TV rights: What does deal mean for fans & clubs BBC Sport, Ben Smith (11/2/15)
How Sky paid £4m more per Premier League match than BT The Telegraph, Ben Rumsby (11/2/15)
Premier League TV deal: Windfall must benefit grass roots and England The Telegraph, Henry Winter (10/2/15)
Sky and BT retain Premier League TV rights for record £5.14bn The Guardian, Owen Gibson (10/2/15)
Premier League TV rights: Sky Sports and BT Sport win UK broadcasting rights as price tops £5billion Independent, Tom Peck (10/2/15)
Questions
- Draw a demand curve for package A and package D of the live broadcast rights. Which one do you think will be furthest to the right? Explain your answer.
- What are the potential benefits to the EPL of not revealing the details of any of the losing bids?
- Explain how the price elasticity of demand is a useful concept for assessing the impact of the new deal on the profits of BSkyB and BTSport.
- Given the impact of the new deal of the size of Parachute payments, what impact might it have on the level of competitive balance in the Championship?
- Find out the key provisions of Chapter I of the Competition Act 1998 and Article 101(1) of the Treaty on the Functioning of the European Union.