Spring has already made its appearance here in Norfolk. Our garden is in full bloom and I am in a particularly spring-philosophical mood today – especially so as I should soon be hearing news from the editorial office of a coveted economics journal. This concerns a paper that I submitted for publication what feels like months ago.
And just as I was reflecting on this thought, a paper by Firmuc and Paphawasit (2018) landed on my desk, evaluating the impact of physical attractiveness on academic research productivity in the field of economics. More specifically, the authors pull together information about the research productivity of about 2000 published economics researchers. They then find photos of them and rate their attractiveness (yes, seriously!) using an online survey. In particular:
Besides collecting some basic information on the authors, we also rated their attractiveness. To this effect, we circulated a number of online survey links to potential participants at Brunel University and elsewhere, using direct communication, email and social networks. Each online survey collected basic background information on the assessor (gender, age, ethnicity, highest education, and whether they are currently enrolled as a student) followed by 30 randomly-chosen and randomly-ordered photos, with each picture placed on a separate page.
…Each rater was asked to rate the attractiveness of the person in the photo on an 11-point scale, from 0 (unattractive) to 10 (very attractive). No information on the photographed individuals was provided and the raters were told that the survey studies the formation of perceptions of beauty. The raters were also asked whether they recognised the person in the picture, or whether the picture did not load properly: in such instances, their scores were excluded from the analysis.
The average beauty score was 3.9, with the most attractive academic scoring 7.6
They even attach photographs of the three most attractive male authors in their sample in an appendix (thankfully the other end of the distribution was left out – I had to check to make sure, as I was worried for a few minutes I would find my photo posted there!).
Their results show that there is a link between authors’ attractiveness and quality of journals where their papers are published, as well as number of citations that they receive. According to their findings, this association matters most for more productive authors (‘of intermediate and high productivity’), whereas there seems to be very small or no effect for less productive authors. Some of these effects disappear once controlling for journal quality:
…attractive authors tend to publish their research in better journals, but once their work is published, it does not attract more citations than other papers published in the same journal by less good-looking authors.
Although there are many methodological parts of this paper that I do not quite understand (probably because it is not my area of specialisation), it does remind us that looks do matter in labour markets. There is a well-established literature in labour economics discussing the association between appearance/beauty and wages and the so-called ‘halo effect’ (referring to the physical attractiveness premium that more attractive workers are likely to command in labour markets – see also Langlois et al., 2000; Zebrowitz et al., 2002; Kanazawa and Kovar, 2004; for a detailed discussion on this).
I was also surprised to read that this beauty bias can be also gender specific. For instance, Cash et al (1977) and Johnson et al. (2010) find that the effect goes the other way (negative impact) when considering female candidates applying for jobs traditionally perceived as ‘masculine’ ones. By contrast, male candidates are more likely to experience a positive return on good looks, irrespective of the type of job that they do (see also Johnson et al., 2010).
No surprise then that ‘guyliners’, ‘make up for men’ and other male beauty products are becoming increasingly popular amongst younger workers – in Europe it is not as common yet as it is in parts of Asia (Japan comes to mind), but I imagine it is a matter of time, as more workers realise that there are positive returns to be made!
- Beautiful Minds: Physical Attractiveness and Research Productivity in Economics
Institute of Labor Economics conference paper, Jan Fidrmucand Boontarika Paphawasit (July 2018)
- Maxims or myths of beauty? A meta-analytic and theoretical review
Psychological Bulletin, Vol 126(3), pp.390–423, Judith H Langlois, Lisa Kalakanis, Adam J Rubenstein, Andrea Larson, Monica Hallam and Monica Smoot (May 2000)
- Looking Smart and Looking Good: Facial Cues to Intelligence and their Origins
Personality and Social Psychology Bulletin, Leslie A Zebrowitz, Judith A Hall, Nora A Murphy, Gillian Rhodes (February 2002)
- Why beautiful people are more intelligent
Intelligence, Vol 32, pp.227–243, Satoshi Kanazawa and Jody L Kovar (2004)
- Sexism and beautyism in personnel consultant decision making
Journal of Applied Psychology, Vol 62(3), pp.301–10, Thomas Cash, Barry Gillen and D S Burns (January 1977)
- Physical Attractiveness Biases in Ratings of Employment Suitability: Tracking Down the “Beauty is Beastly” Effect
The Journal of Social Psychology, 150(3), pp.301–18, Stefanie K Johnson, Kenneth E Podratz, Robert L Dipboye and Ellie Gibbons (April 2010)
- Read some of the papers posted above and explain the main argument about the link between physical attraction and wages. What does the empirical evidence show on this?
- Using examples and anecdotal evidence, do you agree with these findings?
- If these findings are representative of the real world, what do they suggest about the functioning of modern labour markets?
When making a decision, what happens if you do nothing: i.e. take no action? The answer is the default option. There is evidence that changing the default option for the same decision can sometimes have a big impact on the final choices people make. For example, when a person starts a new job, they often have to decide whether to contribute to the company’s pension scheme. The default option is typically for employees not to contribute. They have to do something actively (e.g. fill in an online form) to opt in to the scheme. An alternative is to change the default option so that employees are contributing to the pension. They now have to do something to opt out of the scheme.
Changing the default should have no impact on people who behave in ways that are consistent with the rational choice model in economics. However, research by Madrian and Shea (2001) found that it had a big effect. When employees had to opt-in, 49 per cent enrolled in a company pension. When they had to opt out, the figure increased to 86 per cent.
Other research suggests that defaults can influence the likelihood of getting a flu jab, making healthier food choices, receiving e-mail marketing and choosing certain types of car insurance.
One policy area where the choice of default has become a topical issue is organ donation. In 2017, over 400 people died in the UK because it was impossible to find an appropriate donor. Could changing the default increase the number of donors?
The scheme that operates in England requires people to sign-up to the organ donor register: i.e. they have to opt in. Although 80 per cent of the public support organ donation less than 50 per cent ever get around to signing this register.
Parliament recently approved the Organ Donation Bill and the new law will come into effect in 2020. The default position will change so that people are automatically signed-up for organ donation. If they do not want to donate their organs, they will have to opt out of the register.
In December 2015, the devolved Welsh government introduced a similar scheme. Although it is quite early to give a full assessment of the policy, its impact has been smaller than many people had hoped.
Why have the initial results been disappointing? One potential downside with an opt-out scheme is that it may create greater uncertainty about someone’s true wishes. With an opt-in scheme, a relative takes a deliberate action to indicate their preference to be an organ donor. In England, approximately 10 per cent of families overrule the wishes of a relative who has actively signed the register.
With an opt-out scheme, family members may worry that their relative did not want to donate their organs but never found the time to take their name off the register. In 2017/18, families in Wales overruled the presumed consent of their relatives in 33 per cent of cases.
Some countries, such as Singapore and Austria, operate a ‘hard opt-out’ policy. In these schemes, families cannot overrule and this leads to high organ donor rates. However, this type of policy is unpopular with large sections of the electorate who feel it is over paternalistic.
Forcing people to make a choice
Is it possible to force people to make a choice and so reveal their preferences to others? This is a policy of active choice. For example, the government could make the issuing of a driving licence conditional on a people making a choice about whether or not to sign the organ donor register.
This type of policy has been trialled in the USA with the take up of home delivered prescriptions. For the majority of people, there are clear advantages of choosing to have home delivered prescriptions rather than visiting a pharmacy – it is both cheaper and involves less time/hassle. However, the default option is to visit a pharmacy and one study found that only 6 per cent of people chose home delivered options. With the introduction of active choice, this figure increased to 42 per cent.
Some have argued that it is socially undesirable to force people to make a choice. An alternative is simplified active choice – people can either make a choice or accept the default option.
- Explain why changing the default option should have no impact on people who behave in ways that are consistent with the rational choice model in economics.
- What is present bias? How does it differ from simple impatience? Explain how present bias might help to explain the impact of changing the default option.
- What is loss aversion? How does it differ from diminishing marginal utility? Explain how loss aversion might help to explain the impact of changing the default option.
- What are some of the limitations of using defaults in policy-making?
- Is active choice less paternalistic than changing the default option?
- Think of some reasons why someone may not want to make a choice.
When did you last think about buying a new car? If not recently, then you may be in for a surprise next time you shop around for car deals. First, you will realise that the range of hybrid cars (i.e. cars that combine conventional combustion and electric engines) has widened significantly. The days when you only had a choice of Toyota Prius and another two or three hybrids are long gone! A quick search on the web returned 10 different models (although five of them belong to the Toyota Prius family), including Chevrolet Malibu, VW Jetta and Ford Fusion. And these are only the cars that are currently available in the UK market.
But the biggest surprise of all may be the number of purely (plug-) electric cars that are available to UK buyers these days. The table below provides a summary of total registrations of light-duty plug-electric cars by model in the UK, between 2010 and June 2016.
Source: Wikipedia, “Plug-in electric vehicles in the United Kingdom”
In 2010 there were nly 138 electric vehicles in total registered in the UK. They were indeed an unusual sight at that time – and good luck to you if you had one and you happened to run out of power in the middle of a journey. In 2011 this (small) number increased sevenfold – an increase that was driven mostly by the successful introduction of Nissan Leaf (635 electric Nissans were registered in the UK that year). And since then the number of electric vehicles registered in the country has increased with spectacular speed, at an average rate of 252% per year.
There is clearly strong interest in electric vehicles – an interest likely to increase as their price becomes more competitive. However, they are still very expensive items to buy, especially when compared with their conventional fuel-engine counterparts. What makes electric cars expensive? One thing is the cost of purchasing and maintaining a battery that can deliver a reasonable range. But the cost of batteries is falling, as more and more companies realise the potential of this new market and join the R&D race. As mentioned in a special report that was published recently in the FT:
The cost of lithium-ion batteries has fallen by 75 per cent over the past eight years, measured per kilowatt hour of output. Every time battery production doubles, costs fall by another 5 per cent to 8 per cent, according to analysts at Wood Mackenzie.
There is no doubt that more research will result in more efficient batteries, and will increase the interest in electric cars not only by consumers but also by producers, who already see the opportunity of this new global market. Does this mean that prices will necessarily fall further? You might think so, but then you have to take into consideration the availability and cost of mining further raw materials to make these batteries (such as cobalt, which is one of the materials used in the making of lithium-ion batteries and nearly half of which is currently sourced from the Democratic Republic of Congo). This may lead to bottlenecks in the production of new battery units. In which case, the price of batteries (and, by extension, the price of electric cars) may not fall much further until some new innovation happens that changes either the material or its efficiency.
The good news is that a lot of researchers are currently looking into these questions, and innovation will do what it always does: give solutions to problems that previously appeared insurmountable. They had better be fast because, according to estimates by Wood Mackenzie, the number of electric vehicles globally is expected to rise by over 50 times – from 2 million (in 2017) to over 125 million by 2035.
How many economists does it take to charge an electric car? I guess we are going to find out!
- Using a demand and supply diagram, explain the relationship between the price of a battery and the market (equilibrium) price of a plug-in electric vehicle.
- List all non-price factors that influence demand for plug-in electric vehicles. Briefly explain each.
- Should the government subsidise the development and production of electric car batteries? Explain the advantages and disadvantages of such intervention and take a position.
We are coming into the big spending season, with Black Friday, Cyber Monday, the run-up to Christmas and then the winter sales. So will we all be rational maximisers and weigh up the utility we expect to receive from items against the price we pay (plus any other cost, such as time spent searching/shopping)? Or will we use a set of heuristics which make life easier and that we have found to be useful in helping us choose – heuristics such as buying things we’ve liked before, or going for things on special offer?
The answer is that we do probably use a set of heuristics, at least for many items. And don’t the retailers and the marketing firms they employ know this!
They will use all sorts of tricks of the trade to persuade us to part with our money. These tricks are designed to nudge us (or push us), without us feeling manipulated or conned – at least until we’ve bought their product.
And the tricks are getting more sophisticated. They include special offers which are not as good as they seem, time-limited offers which stimulate us to buy quickly without carefully thinking about what we’re doing, cunning positioning of products in shops to encourage us to buy things we had not planned to buy, adverts which play to our idealised perceptions or the ‘good life’ or what we would like to achieve, and packaging or display which make the product seem better than it is.
Also we are increasingly faced with targeted advertising where our smart devices capture information about our spending habits and tastes through our previous online spending or our search behaviour. This is then fed to advertisers to tailor adverts specifically to us on our mobiles, tablets, laptops and even, soon, on our smart TVs.
We may have a general desire to maximise utility from our spending, but market failures, such as consumers having imperfect information about products and a present bias (see also) in decision making, make us easy targets for the advertising and marketing industry. They understand the heuristics we use and try to take maximum advantage of them.
How shops use tricks to get you spending The Conversation, Cathrine Jansson-Boyd (16/11/17)
ColourPop looks to Qubit for next-gen personalization guidance Retail Dive, Dan O’Shea (13/6/17)
Channel 4 to offer 100% ad targeting across All 4 platform, seeking partners for linear equivalent The Drum, Jessica Goodfellow (14/11/17)
How Google aims to bring TV advertising into the 21st century The Drum, Ronan Shields (19/10/17)
How to Use Heuristics to Your Marketing Advantage MarketingProfs, Cam Secore (12/11/15)
- Does the use of heuristics contradict the assumption that consumers behave rationally?
- Give some examples of heuristics that you yourself use.
- Other than those identified above and in the first article, what ‘tricks’ might companies play on you to persuade you to buy their products?
- Is advertising personally targeted to individual consumers desirable for them?
- Give some examples of present bias in people’s behaviour.
- What factors should a retailer take into account when deciding whether to make pre-Christmas discounts?
- Explain what is meant by ‘affect heuristic’ and how the advertising industry uses the concept in setting the background to or scenario of an advertisement.
- Have you ever been persuaded into buying something you didn’t want? Why were you persuaded?
The annual Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel, normally known as the Nobel Prize in Economics, has been awarded 49 times since it was founded in 1969. Many well-known economists have been recipients of the award. This year it had been awarded to Richard Thaler for his research in behavioural economics. The award recognises his work in integrating economics with psychology.
Richard H. Thaler has incorporated psychologically realistic assumptions into analyses of economic decision-making. By exploring the consequences of limited rationality, social preferences, and lack of self-control, he has shown how these human traits systematically affect individual decisions as well as market outcomes.
In total, Richard Thaler’s contributions have built a bridge between the economic and psychological analyses of individual decision-making. His empirical findings and theoretical insights have been instrumental in creating the new and rapidly expanding field of behavioural economics, which has had a profound impact on many areas of economic research and policy.
Instead of making the assumption that people are rational maximisers, behavioural economists look at how people actually behave and respond to various incentives.
For example, people may be motivated by concepts of fairness and be prepared to make personal sacrifices for the sake of others. Such concepts of fairness tend to depend on the social context in which choices are made and can be influenced by the way choices are framed.
Also people may not weigh up costs and benefits but use simple rules of thumb, or heuristics, when making decisions. This might be an example of rational behaviour when time or information is limited, but the use of such heuristics often becomes engrained in behaviour and the rules become just habit.
People may also suffer from a lack of willpower or ‘present bias’. They may spend more than they can afford because they cannot resist the temptation to have a product. They may overeat because of the short-term pleasure it brings and ignore the long-term effects on their health.
Understanding how people make choices and the temptations to which they succumb can help policymakers devise incentives to change behaviour to achieve various social goals.
One type of incentive is nudging. A well-known example is people’s choice about whether to become an organ donor in the event of their death. If people are required to opt in to such a scheme, they may never get round to doing so. However, if they are required to opt out if they do not want to participate, many more people would thereby be donors and more organs would become available.
Another form of nudge is making desirable things fun. A well-known experiment here was encouraging people to use the stairs rather than the escalator when exiting a subway by making the stairs like a musical keyboard. See here for more examples.
The UK government set up a Behavioural Insights Team – also known as the Nudge Unit (now independent of government) to find ways of encouraging people to behave in their own or society’s best interests.
But it is not just governments which use the insights of behavioural economists such as Thaler. The advertising and marketing industry is always examining the most effective means of influencing behaviour. A classic example is the loss leader, where consumers are tempted into a shop with a special offer and then end up buying more expensive items there rather than elsewhere.
Firms and advertisers know only too well the gains from tempting people to buy items that give them short-term gratification – such as putting chocolate bars by the tills in supermarkets.
Understanding consumer psychology helps firms to manipulate people’s choices. And such manipulation may not be in our best interests. If we are being persuaded to buy this product or that, are we fully aware of what’s going on and how our tastes are being affected? Would we, by standing back and reflecting, make the same choices as we do on impulse or out of habit?
And governments too can seek to manipulate people in ways that some may find undesirable. Governments may try to influence us to follow their particular political agenda – as may newspapers. Certainly, during election or referendum campaigns, we are being nudged to vote a particular way.
It is important then for us to understand when we are being nudged or otherwise persuaded. Do we really want to behave in that way? Just as it is important, then, for governments and firms to understand individuals’ behaviour, so too it is important for individuals to understand their own behaviour.
Richard Thaler’s work demonstrates why economics is hard The Economist, RA (11/10/17)
Nobel in Economics Is Awarded to Richard Thaler The New York Times, Binyamin Appelbaum (9/10/17)
The Making of Richard Thaler’s Economics Nobel The New Yorker, John Cassidy (10/10/17)
Nobel prize in economics awarded to Richard Thaler The Guardian, Richard Partington (10/10/17)
Richard Thaler is a controversial Nobel prize winner – but a deserving one The Guardian, Robert Shiller (11/10/17)
What the mainstreaming of behavioural nudges reveals about neoliberal government The Conversation, Rupert Alcock (17/10/17)
This year’s economics Nobel winner invented a tool that’s both brilliant and undemocratic Vox, Henry Farrell (16/10/17)
How a critic of economics became the disciplines Nobel-winning best friend The Guardian, Tiago Mata and Jack Wright (25/10/17)
How Richard Thaler changed economics BBC, More of Less, Tim Harford (14/10/17)
- For what reasons may individuals not always weigh up the costs and benefits of purchasing an item?
- Give some examples of the use of heuristics in making consumption decisions?
- Is the use of heuristics irrational?
- Explain how people considering that they have behaved fairly is influenced by the social context of their behaviour?
- Find out what is meant by the Dictator Game and how it can challenge the assumption that people behave selfishly. How is the ‘dictator’s’ behaviour affected by the possible payoffs?
- Thaler suggested that Brexit could be an example of behavioural economics in action. Find out what he meant by this. Do you agree?
- Give some examples of ways in which the government can nudge people to persuade them to behave in socially or individually desirable ways.
- Find out what is meant by the ‘endowment effect’ and how it influences people’s valuation of items they own.
- Why may nudging by governments be undemocratic?