πŸ’Ž On innocuous data signals predicting other behaviours (like your choice of browser and beer preference)

Dr Michael Housman, Chief Analytics Offices at Cornerstone OnDemand, pioneered the idea that people’s characteristics could be identified by their browser.

He analysed data from 50,000 people who his recruitment software company had helped find jobs and discovered that browser choice accurately predicted their performance. People who opted for a non-default browser, like Chrome or Firefox, lasted 15% longer in their jobs than those with a default browser, like Internet Explorer.

Housman attributed the difference to the fact that choosing Chrome or Firefox was an active decision — those workers were taking the effort to find a better browsing solution than the one pre-installed on their PC. That identified them as someone who wasn’t content with the default.

What’s the marketing application?

Clare Linford and I wondered if Housman’s finding could also be useful for marketers. Perhaps people who avoid the mainstream default browser choice, might do the same in other product categories?

We tested this hypothesis by questioning 22 lager drinkers about their brand of choice. When we split the results by their favoured browser the results were clear-cut. Only a third of lager drinkers who used Internet Explorer preferred a beer from outside the mainstream, top five lagers. However, 56% of those who didn’t use a default browser preferred a non-mainstream lager.

Excerpt from: The Choice Factory: 25 behavioural biases that influence what we buy by Richard Shotton

πŸ’Ž On the importance of protecting time (the one thing with which it is right to be stingy)

Think of all the ways people steal your time. Seneca, the Roman Stoic philosopher, wrote, ‘People are frugal in guarding their personal property; but as soon as it comes to squandering time, they are most wasteful of the one thing in which it is right to be stingy.’ Though Seneca was writing more than 2,000 years ago, his words are just as applicable today. As he noted, people protect their property in all sorts of ways – locks, security systems and storage units – but most do little to protect their time.

Extract from: Indistractable: How to Control Your Attention and Choose Your Life by Nir Eyal

πŸ’Ž On social proof inadvertently being misused and making the problem worse (the gender gap)

Take the example of getting more women on company boards, an issue widely championed by campaigners and indeed Prime Ministers, but often embodying a clear example of the ‘big mistake’. The normal centrepiece of campaigns to get more women on boards is a statistic along the lines ‘isn’t it shocking that only 25 per cent of board members are women?’ (less in some countries). It is shocking, but it’s also likely to be a message that inadvertently normalises the situation. On the other hand, if such campaigns made the equally valid point hat ’90 per cent of companies have women on their boards’, then the signalling is very different. Following discussions with Iris Bohnet, and expert on gender inequality, and Emily Walsh, special adviser to the UK’s Business Secretary, parts of the UK’s campaign to encourage more women on to boards was indeed reframed this way.

Excerpt from: Inside the Nudge Unit: How small changes can make a big difference by David Halpern

πŸ’Ž On following the rules of business (or not)

Control Tower: ‘Maybe we ought to turn on the search lights now?’

Kramer: ‘No… that’s just what they’ll be expecting us to do.’

Most of business is run according to conventional logic. Finance, operations and logistics all operate through established best practice – there are rules, and you need to have a good reason to break them. But there are other parts of a business that don’t work this way, and marketing is one of them: in truth, it’s a part of business where there’s never best practice, because if you follow a standard orthodoxy your brand will become more like your competitors’, thus eroding your advantage. The above joke from Airplane! (1980) appears when the air traffic controller is trying to follow protocol, by turning on the lights on the runway for the approaching plane; Kramer, a war veteran, is frightened of being too predictable.” It underlines a serious point.

Excerpt from: Alchemy: The Surprising Power of Ideas That Don’t Make Sense by Rory Sutherland

πŸ’Ž On the importance of giving people a sense of control (and the potential for taxation)

They invited students to a lab at Harvard University and asked them to rate pictures of various home interiors. In exchange for their time, they were given $10, but told that they were required to pay a “lab tax” of $3. The instruction was to put $3 in an envelope and hand it to the experimenter before they left. The students were not thrilled by this plan. Only half complied; the other half either left the envelope empty or gave less than the required amount.

Another group of participants, however, was told that they could advise the lab manage on how to allocate their tax money. They could suggest, for example, that their taxes would be spent on beverages and snacks for future participants. Astonishingly, merely giving participants a voice increased compliance from about 50 percent to almost 70 percent! That is dramatic. Imagine what such an increase in compliance would mean for your country, if it were translated to federal taxes.

Excerpt from: The Influential Mind: What the Brain Reveals About Our Power to Change Others by Tali Sharot

πŸ’Ž On qualitative research and creative thinking in branding (how BT Cellnet became 02)

Sometimes qualitative research can provide a real platform for some genuinely creative thinking. Entire brands have been based on exactly these types of consumer insights. The team behind the re-brand of BT Cellnet had noted in their research that consumers had said ‘my mobile is as essential to me as my house keys or my wallet – I wouldn’t leave the home without it’, and from this one thought came the creative leap to the essentials of life, and hence to ‘oxygen’ and its chemical formula O2. Backed up by a series of dramatic photographs of bubbles in motions, a key visual property and an entire brand toolkit was born. It was so powerful that its launch adverts simply used this brans idea with the line ‘a breath of fresh air’ and very little else. Through multiple campaigns, straplines and ‘owners’, the company’s core ‘idea’ has remained intact for over a decade.

Excerpt from: Branding: In Five and a Half Steps by Michael Johnson

πŸ’Ž On data not having to be big to be useful (the sample is most important)

George Gallup, who essentially invented the idea of the opinion poll in the 1930s, came up with a fine analogy for the value of random sampling. He said that if you have a large pan of soup, you do not need to eat it all to find out if it needs more seasoning. You can just taste a spoonful, provided you have given it a good stir.

Excerpt from: The Art of Statistics: Learning from Data by David Spiegelhalter

πŸ’Ž On even seemingly inconsequential bits of friction in changing behaviour (to prevent suicides)

The extraordinary reductions in suicide resulting from changes in levels of carbon monoxide might have happened by accident, but the insight can be used to make deliberate changes that have reduced suicides. For example, a number of countries have introduced legal restrictions on the number of paracetamol tablets and similar everyday medications that can be bought in one go. There is not much to stop the determined buyer from going into several stores in a row and buying more pills, but it has been shown that in the UK alone such measure were associate with around 70 fewer suicides a year as a result of paracetamol ingestion (a 42 percent reduction), and an even bigger reduction of 61 per cent of patients needing a liver transplant as a result of damage from paracetamol. Similarly, there is evidence that where such pills are required to be sold in pop-out packs, rather than loose in a bottle, this also reduces suicide rates since the pills have to be taken out one at a time. A little friction, it turns out, is not always a bad thing.

Excerpt from: Inside the Nudge Unit: How small changes can make a big difference by David Halpern

πŸ’Ž The power of framing (crime) statistics to change their impact

A classic example of how alternative framing can change the emotional impact of a number is an advertisement that appeared on the London Underground in 2011, proclaiming that ‘99% of young Londoners do not commit serious youth violence’. These ads were presumably intended to reassure passengers about their city, but we could reverse its emotional impact with two simple changes. First, the statement means that 1% of Londoners do commit serious violence. Second, since the population of London is around 9 million, there are around 1 million people aged between 15 and 25, and if we consider these as ‘young’, this means there are 1% of 1 million or a total of 10,000 seriously violent young people in the city. This does not sound at all reassuring. Note the two tricks used to manipulate the impact of this statistic: convert from a positive to a negative frame, and then turn a percentage into actual numbers of people.

Excerpt from: The Art of Statistics: Learning from Data by David Spiegelhalter

πŸ’Ž Don’t tell people, show them (how escalators became “normal”)

Then someone had a brilliant idea: proof always works better than a claim.

Don’t tell people, show them.

William ‘Bumper’ Harris was an employee who’d lost a leg in an accident.

He was told to come to Earl’s Court station and ride up and down the escalator.

Just that, ride up and down, nothing else.

People at the bottom would see a one-legged man with crutches nonchalantly hop onto the escalator and ride it to the top.

Then he’d turn around, and people at the top would see a one-legged man with crutches nonchalantly hop onto the other escalator and ride it to the bottom.

‘Bumper’ Harris just did that all day.

When frightened passengers saw him do it they were reassured an ashamed.

Reassured that if a one-legged man could do it anyone could.

And ashamed that they were ever frightened in the first place.

After a day of ‘Bumper’ riding up and down, everyone was using the escalator as if it was the most normal thing.

And once that happened, the problem disappeared.

Escalators became as accepted as the have been ever since.

The lesson was, it’s better to show people than to tell people.

Excerpt from: Creative Blindness (And How To Cure It): Real-life stories of remarkable creative vision by Dave Trott

πŸ’Ž On how we accept that our personality has changed but we underestimate how much it will change

Gilbert and colleagues measured the preferences, values, and personalities of more than nineteen thousand adults ages eighteen to sixty-eight. Some were asked to predict how much they would change over the next decade, others to reflect about how much they had changed in the previous one. Predictors expected that they would change very little in the next decade, while reflectors reported having changed a lot in the previous one. Qualities that feel immutable changes immensely. Core values — pleasure, security, success, and honesty — transformed. Preferences for vacations, music, hobbies, and even friend were transfigured. Hilariously, predictors were willing to pay an average of $129 a ticket for a show ten years away by their current favorite band, while reflectors would only pay $80 to see a show today by their favorite band from ten years ago.

Excerpt from: Range: How Generalists Triumph in a Specialized World by David Epstein

πŸ’Ž On information not being interpreted neutrally (we are swayed by contextual cues)

An experiment by Michael Deppe and his colleagues from the University of Munster, quantified the importance of media context. In 2005, the neurologists showed 21 consumers 30 new headlines. The respondents rated the believability of the headlines on a seven-point scale, with one being the most credible and seven the least.

The headlines appeared to come from one of four news magazines. Each headline was randomly rotated between the magazines so that each viewer saw the headlines in the context of every magazine. This allowed the researchers to address the effects of the context on the credibility of the headlines.

The scores were significantly influenced by the magazine. Headlines in the most respected magazine scored on average 1.9, compared to 5.5 in the least regarded magazine.

Information is not process neutrally. We are swayed by contextual cues.

Excerpt from:Β The Choice Factory: 25 behavioural biases that influence what we buy by Richard Shotton

πŸ’Ž On how messages while drunk can have disproportionate effect (in promoting safe sex)

A group of Canadian psychologists led by Tara MacDonald recently went into a series of bars and asked the patrons to read a short vignette. They were to imagine that they had met an attractive person at a bar, walked him or her home, and ended up in bed — only to discover that neither of them had a condom. The subjects were then asked to respond on a scale of 1 (very unlikely) to 9 (very likely) to the proposition: “If I were in this situation, I would have sex.” You’d think that the subjects who had been drinking heavily would be more likely to say they would have sex — and that’s exactly what happened. The drunk people came in at 5.36, on average, on the 9-point scale. The sober people came in at 3.91. The drinkers couldn’t sort through the long-term consequences of unprotected sex. But then MacDonald went back to the bars and stamped the hands of some of the patrons with the phrase “AIDs kills.” Drinkers with the hand stamp were slightly less likely than the sober people to want to have sex in that situation: they couldn’t sort through the rationalization necessary to set aside the risk of AIDS. Where the norms and standards are clear and obvious, the drinker can become more rule-bound that his sober counterpart.

Excerpt from: Talking to Strangers: What We Should Know about the People We Don’t Know by Malcolm Gladwell

πŸ’Ž On perspective blindness and the difficulties we have in adopting other people’s perspective (when buying gifts)

Why do guests do this? In 2011, Francesca Gino from Harvard and Frank Flynn from Stanford conducted an experiment to find out. They recruited ninety people and then allocated them to one of two conditions. Half became ‘senders’ while the other half became ‘receivers’. The receivers were then asked to go to Amazon and come up with a wish list of gifts priced between $10 and $30. Meanwhile, the senders were allocated to either choose a gift from the wish list, or a unique gift.

The result were emphatic. The senders expected that recipients would prefer unique gifts – ones they had chosen themselves. They supposed that recipients would welcome the personal touch. But they were wrong. Recipients would welcome the personal touch. But they were wrong. Recipients, in fact, much preferred gifts from their own list. The psychologist Adam Grant reports the same pattern with friends giving and receiving wedding gifts. Senders prefer unique gifts; recipients prefer gifts from their wedding list.

Why? It hinges upon perspective blindness. Senders find it difficult to step beyond their own frame of reference. They imagine how they would feel receiving the gift that they have selected.

Excerpt from: Messengers: Who We Listen To, Who We Don’t, And Why by Stephen Martin and Joseph Marks

πŸ’Ž On the false split between emotional and rational messages (people buy the pearl)

How you say something may well be more important than what you say.

But you have to have something to say in the first place.

If you have nothing to say that will soon be apparent.

No one will be fooled.

Think of it as an oyster.

You start with a piece of grit, and build a pearl around it.

People buy the pearl, they don’t buy the grit.

But no grit, no pearl.

Excerpt from: Creative Blindness (And How To Cure It): Real-life stories of remarkable creative vision by Dave Trott

πŸ’Ž On how signals of status (like an expensive car) affect behaviour

The students were unanimous. And full of bravado. Of course they would honk. And they certainly wouldn’t make any distinction between the two cars. Some claimed they would honk sooner at the high-status car. But what actually happened on the roads that subsequent sunny Sunday morning told a different story. Whilst overall close to 70 percent of waiting drivers sounded their horns in frustration, the distribution of results was unevenly split between the two cars. Fewer than 50 percent honked at the high-status car; 84 percent hooted at the lower-status car. Not only was a Californian driver’s likelihood to honk influence by the status of the car that was delaying them, but their latency to honk was influenced, too. When behind a low-status car, people would sound the horn much sooner than when behind a high-status one. Very often, more than once.

Excerpt from: Messengers: Who We Listen To, Who We Don’t, And Why by Stephen Martin and Joseph Marks

πŸ’Ž On the technique of assumption reversal for generating new perspectives and ideas (e.g Uber)

Michael Michalko, a former US army officer who has become a leader in creativity, advocates ‘assumption reversal’. You take the core notions in any subject or proposal, and simply turn them on their head. So, suppose you are thinking of starting a restaurant. The first assumption might be: ‘restaurants have menus’. The reversal would be: ‘restaurants have no menus’. This provokes the idea of a chef informing each customer what he bought that day at market, allowing them to select a customised dish. The point is not that this will necessarily turn out to be a workable scheme, but that by disrupting conventional thought patterns, it might lead to new associations and ideas.

Or, to take a different example, suppose you are considering starting a new taxi company. The first assumption might be: ‘taxi companies own cars’. The reversal would be: ‘taxi companies own no cars’. Twenty years ago, that might have sounded cray. Today, the largest taxi company that has ever existed doesn’t own cars: Uber.

Excerpt from: Rebel Ideas: The Power of Diverse Thinking by Matthew Syed

πŸ’Ž On the danger of not recognising the theories that guide your actions (as John Cleese notes)

John Cleese, the British comedian, put it this way: ‘Everybody has theories. The dangerous people who are not aware of their own theories. That is, the theories on which they operate are largely unconscious.’

Excerpt from: Rebel Ideas: The Power of Diverse Thinking by Matthew Syed

πŸ’Ž On the benefits of efficiency and the dangers of pursuing it too far (it’s worth being a little messy)

Sometimes (often actually) in business, you do know where you’re going, and when you do, you can be efficient. Put in place a plan and execute. In contrast, wandering in business is not efficient… but it’s also not random. It’s guided – by hunch, gut, intuition, curiosity … it’s worth being a little messy and tangential to find out way there. Wandering is an essential counterbalance to efficiency .. The outsized discoveries – the ‘non-linear’ ones – are highly likely to require wandering.

Excerpt from: Rebel Ideas: The Power of Diverse Thinking by Matthew Syed

πŸ’Ž On the absence of an authority figure liberating others to express their genuine opinions (leadership comes at a sociological price)

A clever study by the Rotterdam School of Management analysed more than three hundred real-world projects dating back to 1972 and found that projects led by junior managers were more likely to succeed than those with a senior person in charge. On the face of it, this seems astonishing. How could a team perform better when deprived of the presence of one of its most knowledgeable members?

The reason is that this leadership comes at a sociological price when linked to a dominance dynamic. The knowledge squandered by the group when a senior manager is taken out of the project is more than compensated for by the additional knowledge expressed by the team in his absence.

Excerpt from: Rebel Ideas: The Power of Diverse Thinking by Matthew Syed

πŸ’Ž On nothing in life being as important as you think it is while you are thinking about it (the focusing illusion)

I’ve been to several scientific conferences at which Professor Kahneman has spoken; and, when Daniel Kahneman talks, people listen. I am invariably among them. So I took special notice of his answer to a fascinating challenge to put to him not long ago by an online discussion site. He was asked to specify the one scientific concept that, if appreciated properly, would most improve everyone’s understanding of the world. Although in response he provided a full five-hundred-word essay describing what he called “the focusing illusion,” his answer is neatly summarized in the essay’s title: “Nothing in life is as important as you think it is while you are thinking about it.”

Excerpt from: Influence: The Psychology of Persuasion by Robert Cialdini

πŸ’Ž On communication taking more of our time when technology makes it more efficient (Jevons’s paradox)

Today, information technology is changing the world making it more idea intensive, better connected, and ultimately more urban. Improvements in information technology seem to have increased, rather than reduced, the value of face-to-face connections, which might be called Jevons’s Complementarity Corollary. The nineteenth-century English economist William Stanley Jevons noted that more fuel-efficient steam engines didn’t lead to less coal consumption. Better engines made energy use effectively less expansive, and helped move the world to an industrial era powered by coal. The term Jevons’s paradox had come to refer to any situation in which efficiency improvements lead to more, not less consumption — one reason why low-calorie cookies can lead to larger waistlines and fuel-efficient cars can end up consuming more gas. Jevons’s paradox applied to information technology means that as we acquire more efficient means of transmitting information, like e-mail or Skype, we spend more, not less, time transmitting information.

Excerpt from: Triumph of the City by Edward Glaeser

πŸ’Ž Sometimes words aren’t enough to change behaviour (demonstrations are more powerful)

At a school in the USA, the girls in their early teens had just discovered lipstick.

They would go into the female toilets to apply it.

Then, giggling, they’d leave imprints of their lips on the large mirror.

This made a lot of extra work for the cleaning staff.

The head teacher asked the girls to stop.

Of course, they ignored her.

So she took the girls to the toilets for a demonstration.

She said, ‘It takes a lot of work to clean the lipstick off the mirror.’

She said to the janitor, ‘Please show the girls how much work it takes.’

The janitor put the mop in the toilet, squeezed off the excess water and washed the mirror.

Then put the mop in the toilet again, and repeated the process. From that day on there was no more lipstick on the mirror.

That’s choice architecture.

Excerpt from:Β One Plus One Equals Three: A Masterclass in Creative Thinking by Dave Trott

πŸ’Ž On the power of being specific in ads (Apple and the iPod)

My favorite example of the power of specificity was Apple’s introduction of the iPod. They didn’t give it the vanilla, global “World Class MP3 Player” treatment. They said “1,000 Songs In Your Pocket.” They were specific. They talked about the virtues of the product, not wooly melodramatic horseshit.

My direction to the creative teams who worked for me was always the same – be specific. Today the objective is to ignore the specific and “ladder up” the benefit.

Excerpt from: 101 Contrarian Ideas About Advertising: The strange world of advertising in 101 delicious bite-size pieces by Bob Hoffman

πŸ’Ž On brands admitting a flaw (to make all their other claims more believable)

Guinness and AMV publicised the slowness of the pour with “Good things come to those who wait”. The National Dairy Council alluded to the high calorific content of cream cakes with “Naughty, but Nice”. (Incidentally, that strapline was coined by Salman Rushdie while working at Ogilvy & Mather.)

Admitting weakness is a tangible demonstration of honesty and, therefore, makes other claims more believable. Further to that, the best straplines harness the trade-off effect. We know from bitter experience that we don’t get anything for free in life. By admitting a weakness, a brand credibly establishes a related positive attribute.

Guinness may take longer to pour but boy, it’s worth it. Avis might not have the most sales but it’s desperate to keep you happy.

Excerpt from: The Choice Factory: 25 behavioural biases that influence what we buy by Richard Shotton

πŸ’Ž On problem solving using variation, survivability and selection (Palchinsky principles)

What Palchinsky realised was that most real-world problems are more complex than we think. They have a human dimension, a local dimension, and are likely to change as circumstances change. His method for dealing with this could be summarised as three ‘Palchinsky principles’: first, seek out new ideas an try new things; second, when trying something new, do it on a scale where failure is survivable; third, seek out feedback and learn from your mistakes as you go along. The first principle could simply be expressed as ‘variation’; the third as ‘selection’.

Excerpt from: Adapt: Why Success Always Starts with Failure by Tim Harford

πŸ’Ž On the local pub approach to (repeat) business

Yet there are, when you think about it, two different approaches to business. The is the ‘tourist restaurant’ approach, where you try to make as much money from people on their single visit. And then there is the ‘local pub’ approach, where you may make less money from people on each visit, but where you profit more over time by encouraging people to come back. The second type of business is much more likely to generate trust and yield positive-sum outcomes than the firsy.

How might people distinguish the second type of business from the first? Well, the scoop of extra fried you get at Five Guys is one such gesture – an immediate expense with a deferred pay-off. It is a reliable signifier that you are investing in a repeat relationship, not milking a single transaction. Likewise, when your company pays your salary this month, it says you are worth this money for now; when it sends you to Kitzbuhel, it signals that it is committed to you for a few years at least.

Excerpt from: Alchemy: The Surprising Power of Ideas That Don’t Make Sense by Rory Sutherland

πŸ’Ž On how people responded not to the odds (of medical procedures) but to the way the odds were described to them

Lung cancer proved to be a handy example. Lung cancer doctors and patients in early 1980s faced two unequally unpleasant options: surgery or radiation. Surgery was more likely to extend your life, but, unlike radiation, it came with the small risk of instant death. When you told people that they had a 90 percent chance of surviving surgery, 82 percent of patients opted for surgery. But when you told them that they had a 10 percent chance of dying from the surgery — which was of course just a different way of putting the same odds — only 54 percent chose the surgery. People facing a life-and-death decision responded not to the odds but to the way the odds were described to them.

Excerpt from: The Undoing Project: A Friendship that Changed the World by Michael Lewis

πŸ’Ž On how we have far too much confidence explaining what just happened, but have limited ability to predict what will happen (hindsight bias)

All too often, we find ourselves unable to predict what will happen; yet after the fact we explain what did happen with a great deal of confidence. This “ability” to explain that which we cannot predict, even in the absence of any additional information, represents an important, though subtle, flaw in our reasoning. It leads us to believe that there is a less uncertain world than there actually is, and that we are less bright than we actually might be. For if we can explain tomorrow what we cannot predict today, without any added information except the knowledge of the actual outcome, then this outcome must have been determined in advance and we should have been able to predict it. The fact we couldn’t is taken as an indication of out limited intelligence rather than of the uncertainty that is in the the world.

Excerpt from: The Undoing Project: A Friendship that Changed the World by Michael Lewis