Overconfidence Some 1,741 papers have explored the concept of overconfidence. These are additional notes to those delivered during the conventional lectures. Paper 1 Paper 6 Graphical Estimates Paper 2 Paper 7 Quiz Paper 3 Paper 8 Paper 4 Paper 9 Paper 5 4.1 Monday, 21 March 2016 6:01 PM Overconfidence 1 The general public know more about issues critical to policing than the police themselves. Researchers examined misconceptions of legal issues by law enforcement officers compared to the general public’s knowledge on these topics. “Overconfidence is a common characteristic in professional industries, as there is an assumption by professionals that they must know more about their own topics than outsiders. However, when applied to policing, this can have severe consequences for our justice system.” 4.2 Overconfidence 1 “This research shows that British police do not know enough about things like how eyewitness memory works, how to effectively question suspects, and what kinds of services offenders have access to.” British police are mistakenly overconfident about issues critical to policing Confidently Wrong: Police Endorsement of Psycho-Legal Misconceptions Chloe Chaplin and Julia Shaw J. Police Crim. Psych. 2015 DOI: 10.1007/s11896-015-9182-5 Menu 4.3 Overconfidence 2 It is argued expert opinions are often considered infallible. But expert advice or estimates are often compromised by "cognitive frailties," which include the expert's mood, values, whether they stand to gain or lose from a decision and the context in which their opinions are sought. "Experts are typically unaware of these subjective influences." "They are often highly credible, yet they vastly overestimate their own objectivity and the reliability of their peers." 4.4 Overconfidence 2 It was vital that the conventional approach of informing policy through expert advice - either individuals or panels - be balanced with methods that alleviate any psychological and motivational bias. Australians were once told that cane toads were not a threat to the local environment, while much of the world came to the conclusion in 2003 that Iraq had weapons of mass destruction. 4.5 Overconfidence 2 "Experts must be tested, their biases minimised, their accuracy improved and their estimates validated with independent evidence," the authors write. "Experts should be held accountable for their opinions." Policy advice: Use experts wisely William J. Sutherland, Mark Burgman Nature 2015 526(7573): 317-318 DOI: 10.1038/526317a Using experts 'inexpertly' can lead to policy failure Menu 4.6 Overconfidence 3 Will Venezuela cut gasoline subsidies? Will the US Federal Reserve raise interest rates before the end of the year? Your guess is as good as mine, unless you happen to be what Tetlock and Gardner have identified as a “super forecaster.” When we decide to change jobs, make an investment, or launch a business, we make that decision based on what we think the future will hold. The problem is, we’re just not that good at accurately anticipating the future. We’re susceptible to hindsight bias, we’re overconfident about what we really know, and our predictions are often selfserving. 4.7 Monday, 21 March 2016 6:01 PM Overconfidence 3 Super forecasters, on the other hand, are able to overcome many of these cognitive hurdles, helping them forecast future global events with surprising accuracy. “I call them super forecasters because that is what they are. Reliable evidence proves it,” Tetlock and Gardner write in a 2015 book. To understand what makes super forecasters so good, researchers recruited thousands of volunteers to compete in a forecasting tournament sponsored by the government group Intelligence Advanced Research Projects Activity. The results have been published. 4.8 Overconfidence 3 All forecasters were then ranked according to their performance. The top 60 participants, who had exceptionally high accuracy, were dubbed super forecasters. These individuals were so good at predicting geopolitical events that their answers were, on average, almost 30% more accurate than those of career intelligence agents. “Are super forecaster’s different kinds of people — or simply people who do different kinds of things?” Mellers et al. (2015) asked in a study. Their data suggests that the answer is a blend of both. 4.9 Overconfidence 3 Forecasters who received training to help them overcome cognitive biases were better at predicting compared to those without training. Each training module was interactive and included questions and answers to check participants’ understanding of probability, and judgmental traps such as overconfidence, the confirmation bias, and base-rate neglect. People were also better forecasters when they worked together in collaborative teams. Importantly, teamwork allowed people the opportunity to discuss the rationales behind their beliefs. Having to provide evidence for their answers helped teams avoid cognitive biases and errors in their predictions. 4.10 Overconfidence 3 Finally, the best performers from the first year of the tournament (i.e., the top 2%) were placed together in elite “tracked” teams made up of only super forecasters. These teams significantly outperformed all of the other groups. Notably, individuals on these elite teams were more likely than other groups to share relevant news and ask questions with their teammates. “Super forecasters have achieved a surprising degree of accuracy — and this may be just the beginning of those surprises,” Mellers et al. (2015) conclude. 4.11 Overconfidence 3 Superforecasters: The Art of Accurate Predictions Mellers, B., Stone, E., Murray, T., Minster, A., Rohrbaugh, N., Bishop, M. and Tetlock, P. (2015). Identifying and Cultivating Super forecasters as a Method of Improving Probabilistic Predictions. Perspectives on Psychological Science, 10(3), 267-281. DOI: 10.1177/1745691615577794 Mellers, B., Ungar, L., Baron, J., Ramos, J., Gurcay, B., Fincher, K., and Tetlock, P. E. (2014). Psychological strategies for winning a geopolitical forecasting tournament. Psychological Science, 25(5), 1106-1115. DOI: 10.1177/0956797614524255 Tetlock, P. E., and Gardner, D. (2015). Super Forecasting: The Art and Science of Prediction. New York: Crown Menu 4.12 Overconfidence 4 The Alan Sugar syndrome: How overconfidence can make you more successful in the workplace ... even if you have less talent. Overconfidence really does make some people more successful than others, according to psychologists. Some may feel it explains the apparent fame and fortune of shameless self-publicists like footballers, reality TV stars and celebrities such as Alan Sugar and Piers Morgan. 4.13 Overconfidence 4 Those who genuinely believe they are wonderful will do better than others who may be more talented but lack the same self-belief, said the study. Did Sir Alan Sugar earn his millions by being overconfident? Researchers believe overconfidence really does make some people more successful than others? Where is Amstrad based? Brentwood – Essex. 4.14 Overconfidence 4 Piers Morgan is a British journalist known for his confidence when it comes to asking probing questions. 4.15 Overconfidence 4 As a result, reality TV stars like the cast of The Only Way Is Essex or Kim Kardashian achieve huge wealth and celebrity status to the consternation of millions. Apparently Kim Kardashian is an outgoing American socialite that rose to “fame” in 2012. The girls from The Only Way Is Essex have jumped to stardom by playing themselves! Where is Towie based? Brentwood – Essex!! 4.16 Overconfidence 4 The study found that the overconfident are masters at self-promotion but they are also the ones who most desire a higher social status. For ordinary workers it can lead to promotion above colleagues with similar talents but without the ability to exude overconfidence. In the UK, some may see these traits in plenty of famous people who appear not to necessarily be any more talented than their peers but know how to blow their own trumpet, such as Twitter-mad football bad boy Joey Barton for instance. 4.17 Overconfidence 4 People who are overconfident genuinely believe they are “more physically talented, socially adept and skilled at their job than they actually are” said the study. In terms of climbing the ladder, it does them no harm at all. But there is a downside. But be warned: “Overconfidence can have detrimental effects on their performance and decision making.” Those who are overconfident often want power, fame or success, said the report. “Our studies found that overconfidence helped people attain social status.” 4.18 Overconfidence 4 “People who believed they were better than others, even when they weren’t, were given a higher place in the social ladder.” “And the motive to attain higher social status thus spurred overconfidence.” Overconfident people will make sure they get noticed. 4.19 Overconfidence 4 Researchers have long known that people are very frequently overconfident - that they tend to believe they are more physically talented, socially adept, and skilled at their job than they actually are. For example, 94% of University staff think they do above average work (which is nearly impossible, statistically speaking). But this overconfidence can also have detrimental effects on their performance and decision-making. So why, in light of these negative consequences, is overconfidence still so pervasive? 4.20 Overconfidence 4 The lure of social status promotes overconfidence, "studies found that overconfidence helped people attain social status. People who believed they were better than others, even when they weren't, were given a higher place in the social ladder. And the motive to attain higher social status thus spurred overconfidence." 4.21 Overconfidence 4 Social status is the respect, prominence, and influence individuals enjoy in the eyes of others. Within work groups, for example, higher status individuals tend to be more admired, listened to, and have more sway over the group's discussions and decisions. These "alphas" of the group have more clout and prestige than other members. The research findings are important because they help shed light on a long standing puzzle: why overconfidence is so common, in spite of its risks. The findings suggest that falsely believing one is better than others has profound social benefits for the individual. 4.22 Overconfidence 4 Moreover, these findings suggest one reason why in organizational settings, incompetent people are so often promoted over their more competent peers. "In organizations, people are very easily swayed by others' confidence even when that confidence is unjustified." "Displays of confidence are given an inordinate amount of weight." Organizations would benefit from taking individuals' confidence with a grain of salt. Yes, confidence can be a sign of a person's actual abilities, but it is often not a very good sign. Many individuals are confident in their abilities even though they lack true skills or competence. 4.23 Overconfidence 4 It is important to note that group members did not think of their high status peers as overconfident, but simply that they were terrific. "This overconfidence did not come across as narcissistic." "The most overconfident people were considered the most beloved." "These big participators were not obnoxious, they didn't say, 'I'm really good at this.' Instead, their behaviour was much more subtle. They simply participated more and exhibited more comfort with the task - even though they were no more competent than anyone else." 4.24 Overconfidence 4 De-emphasizing the natural tendency toward overconfidence may prove difficult but this research will give people the incentive to look for more objective indices of ability and merit in others, instead of overvaluing unsubstantiated confidence. Alan Sugar syndrome: How overconfidence can make you more successful in the workplace...even if you have less talent - Daily Mail - 14 Aug 2012 Why are people overconfident so often? It's all about social status - ScienceDaily - 13 August 2012 A Status-Enhancement Account of Overconfidence By:Anderson, C; Brion, S; Moore, DA; Kennedy, JA Journal Of Personality And Social Psychology 2012 103(4) 718-735 DOI: 10.1037/a0029395 Menu 4.25 Overconfidence 5 Consumers give up on using products because they underestimate their learning abilities. Consumers are overconfident in their abilities to learn skill-based products before they try them out. But as soon as they gain experience with the product they often quit using it. "Anyone who has tried, then rapidly abandoned snowboarding, knitting, fancy new software or the calendar on their iPod can probably ruefully relate." 4.26 Overconfidence 5 The authors studied tasks new to most people, which wouldn't take long to learn in a laboratory setting, like typing on a keyboard with an unfamiliar layout, tracing lines while only being able to view the tracing in a mirror, and folding t-shirts in a novel way. Participants were given verbal instructions and then were asked to predict how rapidly they would be able to perform the task. Initially, participants overestimated their abilities. 4.27 Overconfidence 5 Next, participants were given a short amount of experience with the task and were asked to predict how rapidly they would be able to perform the task, both in the short term and longer term. "Not only were subjects overly pessimistic about their ability to perform the task in the short term, but they were also overly pessimistic about their ability to improve over time," the authors write. Participants began correctly predicting their performance after four rounds (20 minutes) of under-predicting. 4.28 Overconfidence 5 Because of this initial discouragement, consumers were willing to pay more for a keyboard before they had tried it, than they were after they gained a few minutes experience with it. "Much of parenting is about teaching children that persistence pays off - that tasks that initially seem difficult become easier with practice." "The results of these studies suggest that, despite the lessons our parents might have sought to teach us, most of us have not fully learned the lesson." Practice makes perfect? Consumers overestimate their ability to learn prior to purchase - ScienceDaily - 21 July 2010 Underpredicting Learning Following Initial Experience with a Product. Darron Billeter, Ajay Kalra, and George Loewenstein. Journal of Consumer Research 2011 37 723-736 DOI: 10.1086/655862 4.29 Menu Overconfidence 6 Chief Executive officers (CEOs) need to demonstrate strong leadership and good decision-making skills, but CEOs with over-confidence can involve their companies in riskier ventures and put investors' funds at risk. "Over-confident CEOs feel they have superior decision-making abilities and are more capable than their peers." "Unfortunately, they tend to make decisions about mergers or acquisitions that can be viewed as risky. For example, CEOs who are overconfident tend to target companies that do not focus on their core line of business. Generally speaking, mergers that diversify companies don't work." 4.30 Overconfidence 6 CEOs who are over-confident often use cash to purchase or merge with other businesses. Overconfident CEOs do this because they believe their stock is undervalued. This action can deplete a company of important resources and leave it vulnerable to financial problems. "In our study, we focused on mergers and acquisitions because those actions can involve millions and billions of dollars." "Mergers and acquisitions can either strategically position companies or they can bankrupt them." 4.31 Overconfidence 6 While over-confident CEOs can be found in companies across the globe, over-confident CEOs tend to come from countries with cultures that emphasize individualistic characteristics compared to CEOs who are from countries that have cultures emphasizing "long-term orientation" or success through more conservative financial actions. Cultures that emphasize individual characteristics can be found in the U.S., France, Germany and the United Kingdom, while cultures that emphasize more "longterm orientation" can be found in Japan, Brazil and Mexico. 4.32 Overconfidence 6 "An over-confident CEO can be a good asset to a company, but investors need to know how to determine if that is the case." "Over-confident CEOs tend to be more at ease and successful when launching innovative products or services and breaking through corporate inertia. No one wants to follow a timid leader; confidence is very contagious and can enhance investor interest and help with innovation. Confidence can create many positive actions for a company." 4.33 Overconfidence 6 When deciding to invest in a company, new investors should review the financial fundamentals of the company, but also determine the personality of the CEO. If the CEO appears to be over-confident, it's important that the board of directors is independent. The answers to the following questions should help investors determine if they are interested in buying the company's stock. 4.34 Overconfidence 6 Investors should ask questions such as: • Who is looking over the CEO's shoulder and determining if decisions are being made too fast? • Is the board asking good questions before major decisions are made? • Does the CEO follow the board's direction or make decisions without any consultation with board members? Over-confident CEOs can put companies at risk, study finds - ScienceDaily - 9 July 2013 CEO Overconfidence and International Merger and Acquisition Activity. Stephen P. Ferris, Narayanan Jayaraman, Sanjiv Sabherwal. Journal of Financial and Quantitative Analysis 2013 48(01) 137-164 DOI: 10.1017/S0022109013000069 4.35 Overconfidence 6 Another result. • We examine the relation between overconfident CEOs and corporate debt maturity. • Consistent with a demand side story, overconfident CEOs prefer shorter-term debt. • Overconfident CEOs use more short-term debt due within 12 months. • We reject six possible alternative drivers including a supply side explanation. • The behaviour of overconfident CEOs is not deterred by the liquidity risk that firms face. CEO Overconfidence and Corporate Debt Maturity Ronghong Huang, Kelvin Jui Keng Tan, Robert W. Faff Journal of Corporate Finance 2016 DOI: 10.1016/j.jcorpfin.2015.10.009 Menu 4.36 Overconfidence 7 People who think they know it all really might. Researchers found an 'exaggerated view of intellectual ability and knowledge' generally predicted academic achievement, especially on individual course work. However, they say that 'intellectual humility' does help more in the learning process. Researchers found an 'exaggerated view of intellectual ability and knowledge' generally predicted academic achievement, especially on individual course work. 4.37 Overconfidence 7 Researchers measured 'intellectual humility,' based on such traits as 'open to criticism' and 'knows what he/she is not good at.' They also measured 'intellectual arrogance,' based on such traits as 'is close-minded' and 'believes own ideas superior to others' ideas.' 'One possibility is that they know what they know and that translates to increases in academic performance.‘ Groups in the study tended to view people as intellectually arrogant whom they saw as being high in dominance, extraversion and wanting to be the center of attention, but low in agreeableness and conscientiousness. 4.38 Overconfidence 7 'People can agree or reach consensus about whether another person is intellectually humble or intellectually arrogant, but 'it takes time.' With group projects, other team members gave better evaluations to those they viewed as humble and willing to learn — something that has important implications when collaboration is needed in the classroom, workplace and other situations. When rating themselves on a 'humble-ometer,' people generally did not see themselves as others saw them. 4.39 Overconfidence 7 Accordingly, nearly everyone may agree that someone like, say, Donald Trump is egotistical — except Donald Trump. Republican presidential debate: Donald Trump's immigration plan savaged by rivals - Telegraph - 11 Nov 2015 On the subject of immigration, Mr. Trump, the frontrunner in the polls stressed the need to build a "wall": “We will have a wall. The wall will be built. The wall will be successful.” Asked directly by a moderator if he would deport immigrants, Mr. Trump said, "You will have to send people out." Donald Trump fights on in row over Scottish golf course - FT - 8 Oct 2015 Donald Trump’s fight against a Scottish wind farm went to the UK Supreme Court on Thursday, the latest stage in the campaign by the US developer and presidential candidate to keep turbines out of view of his Aberdeenshire golf course. Donald Trump's £1bn golf course rejected - Telegraph - 29 Nov 2007 Donald Trump's controversial plans to build a £1billion golf resort along a stretch of unspoilt coastline have been dealt a fatal blow. Councillors have rejected the proposals for two links courses, a five-star hotel, a golf academy, nearly 1,000 4.40 holiday homes and 500 private houses in one of the biggest single property developments seen in Scotland. Overconfidence 7 When rating themselves on a 'humble-ometer,' people generally did not see themselves as others saw them. The finding was a surprise to researchers, who had theorized that 'intellectual humility' - having an accurate or moderate view of one's intelligence and being open to criticism and ideas - would correlate with academic grades. Being full of oneself when it came to rating one's intellectual arrogance — an exaggerated view of intellectual ability and knowledge - instead generally predicted academic achievement, especially on individual course work. 4.41 Overconfidence 7 'If people are forming opinions about extraversion and someone talks a lot, it's easy to draw consensus about that person.' 'But it's more challenging for groups to recognize what behaviour reveals another person's humility, as opposed to simply being shy or unsure. 'What I think is important about intellectual humility is its necessity for not only science, but for just learning generally — and that applies to the classroom, a work setting, wherever.' 4.42 Overconfidence 7 'Learning something new requires first acknowledging your own ignorance and being willing to make your ignorance known to others. 'People clearly differ in terms of their willingness to do something like that, but that willingness to learn, change one's mind and value the opinion of others is really needed if people and groups are going to develop and grow.' 4.43 Overconfidence 7 'People who think they know it all - or at least, a lot may be on to something, according to a study. The finding was a surprise to researchers, who had theorized that "intellectual humility" - having an accurate or moderate view of one's intelligence and being open to criticism and ideas - would correlate with grades. But being full of oneself when it came to rating one's intellectual arrogance - an exaggerated view of intellectual ability and knowledge - instead generally predicted academic achievement, especially on individual course work. 4.44 Overconfidence 7 "One possibility is that people who view themselves as intellectually arrogant know what they know and that translates to increases in academic performance." The study also revealed that: • When rating themselves on a "humble-ometer," people generally did not see themselves as others see them. • With group projects, other team members gave better evaluations to those they viewed as humble. • People can agree about whether another person is intellectually humble or intellectually arrogant, but it takes time. 4.45 Overconfidence 7 Groups tended to view people as intellectually arrogant whom they saw as being high in dominance, extraversion and wanting to be the centre of attention, but low in agreeableness and conscientiousness. Participants were able to reach a statistically significant consensus about how they viewed a person. 4.46 Overconfidence 7 "If people are forming opinions about extraversion and someone talks a lot, it's easy to draw consensus about that person." "But it's more challenging for groups to recognize what behaviour reveals another person's humility, as opposed to simply being shy or unsure. 4.47 Overconfidence 7 "What I think is important about intellectual humility is its necessity for not only science, but for just learning generally - and that applies to the classroom, a work setting, wherever." "Learning something new requires first acknowledging your own ignorance and being willing to make your ignorance known to others. People clearly differ in terms of their willingness to do something like that, but that willingness to learn, change one's mind and value the opinion of others is really needed if people and groups are going to develop and grow." 4.48 Overconfidence 7 People with higher 'intellectual arrogance' get better grades: But humble people got higher evaluations from team members on group projects - ScienceDaily- 6 October 2015 Know-it-alls really DO: Researchers find the overconfident have higher grades Daily Mail - 7 Oct 2015 Contrasting self-report and consensus ratings of intellectual humility and arrogance Meagher, BR; Leman, JC; Bias, JP; Latendresse, SJ; Rowatt, WC Journal Of Research In Personality 2015 58 35-45 DOI: 10.1016/j.jrp.2015.07.002 Menu 4.49 Overconfidence 8 They are regularly accused of being too confident – even cocky – but the highest achievers are more often than not those who over-rate their ability. Now researchers believe they have discovered, for the first time, why humans have a false sense of optimism. Computer led simulations have shown that over confidence in all aspects of life can often improve your chances of winning. 4.50 Overconfidence 8 Faster than a speeding bullet: Usain Bolt has made a name for himself by appearing to be over confident before a race. 4.51 Overconfidence 8 For many years scientists have been divided over whether overconfidence is a good or bad thing and why it existed. ‘There hasn't been a good explanation for why we are overconfident, and this new model offers a kind of evolutionary logic for that. It's unlikely to be an accident — we're perhaps overconfident for a good reason.’ 4.52 Overconfidence 8 Sprinter Usain Bolt is famed for his relaxed and confident approach to performing, as was ‘the greatest’ boxer Muhammad Ali. But there is a word of warning for anyone thinks they could be faster than a speeding bullet, more powerful than a locomotive, or able to leap tall buildings in a single bound. 4.53 Overconfidence 8 The Greatest: Muhammad Ali (right) coolly dodges out of the way of Joe Frazier's lethal left hook during their title fight in Madison Square Garden in 1971. Ali would tell the world he was 'the greatest'. 4.54 Overconfidence 8 Positive self-delusion can also cause problems and lead to wrong decision making, unrealistic expectations, danger and failure. It’s for this reason that the human tendency towards over confidence, despite thousands of years of natural selection, still exists. Its faulty results should have weeded out harmful genes over generations. 4.55 Overconfidence 8 Cocky: Having too much confidence can lead to the wrong decisions which researcher’s say can lead to situations like the Iraq war. 4.56 Overconfidence 8 Overconfidence frequently brings rewards, as long as the spoils of conflict are sufficiently large compared with the costs of competing for them. In contrast, people with unbiased, accurate perceptions usually fare worse. The implications are that, over a long period of time, the evolutionary principal of natural selection is likely to have favoured a bias toward overconfidence so someone who is abundantly confident would have more descendants than someone rife with insecurities. 4.57 Overconfidence 8 The 2008 financial crash and the 2003 Iraq war are just two examples of when extreme overconfidence backfired. ‘The model shows that overconfidence can plausibly evolve in wide range of environments, as well as the situations in which it will fail.’ The question now is how to channel human overconfidence so we can exploit its benefits while avoiding occasional disasters.’ 4.58 Overconfidence 8 Harbouring a mistakenly inflated belief that we can easily meet challenges or win conflicts is actually good for us. Researchers have shown that overconfidence actually beats accurate assessments in a wide variety of situations, be it sport, business or even war. Overconfidence frequently brings rewards, as long as spoils of conflict are sufficiently large compared with the costs of competing for them. In contrast, people with unbiased, accurate perceptions usually fare worse. 4.59 Overconfidence 8 The implications are that, over a long period of time the evolutionary principal of natural selection is likely to have favoured a bias towards overconfidence. Therefore people with the mentality of someone like boxer Mohammad Ali would have left more descendants than those with the mind-set of film maker Woody Allen. The evolutionary model also showed that overconfidence becomes greatest in the face of high levels of uncertainty and risk. When we face unfamiliar enemies or new technologies, overconfidence becomes an even better strategy. 4.60 Overconfidence 8 "The model shows that overconfidence can plausibly evolve in wide range of environments, as well as the situations in which it will fail. The question now is how to channel human overconfidence so we can exploit its benefits while avoiding occasional disasters." Self-delusion is a winning survival strategy, study suggests - ScienceDaily - 14 September 2011 How overconfidence can improve your chances of success - Daily Mail - 19 Sept 2011 The evolution of overconfidence Johnson, DDP; Fowler, JH Nature 2011 477(7364 ) 317-320 DOI: 10.1038/nature10384 Supplement Menu 4.61 Overconfidence 9 Why brash can be best: Overconfident people 'can fool others into thinking they are smarter than they really are' • Students asked to rate own ability and that of peers after first day of course • Final exam marks showed some overestimated themselves in prediction • Found those who were overconfident were also rated highly by others • Experts say society often rewards self-deceivers over most accomplished • Also claim that overconfident people are risktakers and this could partially explain banking collapse 4.62 Overconfidence 9 As the old saying goes - it seems nice guys really do finish last. Overconfident people are more likely to land the best jobs in life as they can fool others into believing they are more talented than they really are. Experts behind the research also claim that successful people who have an inflated view of their own abilities could partially explain disasters such as the banking collapse in 2008. 4.63 Overconfidence 9 Those with an inflated view of their own abilities are more likely to succeed at work. This is because these people are more likely to overestimate other people's talents, and therefore take greater risks. Those who underestimate their own skills are seen as less able than they actually are by colleagues. There was a positive correlation between the grades students predicted for themselves and the grades others predicted for them. 4.64 Overconfidence 9 In other words, students who predicted higher grades for themselves were predicted to have higher grades by others, irrespective of their actual final score. Overconfident people are more likely to over estimate other people's talents and therefore take greater risks. The same applied to those who were under confident. 'These findings suggest that people don't always reward the most accomplished individual but rather the most self-deceived. 4.65 Overconfidence 9 “We think this supports an evolutionary theory of selfdeception.” The study has linked an evolutionary preference for overconfident people with disasters resulting from risk-taking such as the banking collapse in 2008. “It can be beneficial to have others believe you are better than you are and the best way to do this is to deceive yourself - which might be what we have evolved to do.” “This can cause problems as overconfident people may also be more likely to take risks.” 4.66 Overconfidence 9 “So if too many people overrate themselves and deceive others about their abilities within organisations, then this could lead to disastrous consequences such as airplane crashes or financial collapses.” “If overconfident people are more likely to be risk prone then by promoting them we may be creating institutions, such as banks and armies, that are more vulnerable to risk.” 4.67 Overconfidence 9 Over confident people can fool others into believing they are more talented than they actually are. These 'self-deceived' individuals could be more likely to get promotions and reach influential positions in banks and other organizations. And these people are more likely to overestimate other people's abilities and take greater risks, possibly creating problems for their organizations. 4.68 Overconfidence 9 The findings, find a link between a person's view of their own ability and how others see their abilities, and could partially explain financial collapses and other disasters. Self-deceived individuals deceive others better - ScienceDaily - 27 August 2014 Why brash can be best: Overconfident people 'can fool others into thinking they are smarter than they really are' - Daily Mail - 31 Aug 2014 Self-Deceived Individuals Are Better at Deceiving Others Lamba, S; Nityananda, V PLOS ONE 2014 9(8) e104562 DOI: 10.1371/journal.pone.0104562 Menu 4.69 Over Confidence Give your best guess for the value you might expect on the next day, also give a ninety percent confidence interval for your guess. Index 01/09/2014 02/09/2014 03/09/2014 04/09/2014 05/09/2014 06/09/2014 07/09/2014 08/09/2014 09/09/2014 10/09/2014 11/09/2014 12/09/2014 13/09/2014 14/09/2014 15/09/2014 16/09/2014 17/09/2014 18/09/2014 19/09/2014 20/09/2014 21/09/2014 22/09/2014 23/09/2014 24/09/2014 25/09/2014 26/09/2014 27/09/2014 28/09/2014 29/09/2014 Day Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon BP share price 482.7 477.3 483.75 455 466.8 468.7 466.85 471.6 472.2 470.15 468.3 472.35 471.05 471.3 473.3 469.95 466.05 464.95 451.8 451.7 456.35 BP.L Historical Prices | BP Stock - Yahoo! UK & Ireland Finance 4.70 Regression Analysis: BP share price versus Index Predicted Values for New Observations New Obs 1 Fit 458.82 Index 30/09/2014 SE Fit 3.32 90% CI (453.08, 464.55) 90% PI (445.16, 472.47) BP share price 453.45 4.71 Over Confidence Give your best guess for the value you might expect on the next day, also give a ninety percent confidence interval for your guess. Index 01/09/2014 02/09/2014 03/09/2014 04/09/2014 05/09/2014 06/09/2014 07/09/2014 08/09/2014 09/09/2014 10/09/2014 11/09/2014 12/09/2014 13/09/2014 14/09/2014 15/09/2014 16/09/2014 17/09/2014 18/09/2014 19/09/2014 20/09/2014 21/09/2014 22/09/2014 23/09/2014 24/09/2014 25/09/2014 26/09/2014 27/09/2014 28/09/2014 29/09/2014 Day Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon US Dollar exchange rate 1.6612 1.6473 1.6463 1.632 1.6326 1.6326 1.6219 1.6095 1.6107 1.6209 1.6255 1.6274 1.6274 1.626 1.623 1.6251 1.625 1.6435 1.6288 1.6288 1.631 1.6365 1.6391 1.6331 1.6325 1.6249 1.6249 1.6235 1.6243 Exchange Rates - Compare Currency Exchange Rates 4.72 Regression Analysis: US Dollar exchange rate versus Index Predicted Values for New Observations New Obs 1 Fit 1.62530 Index 30/09/2014 SE Fit 0.00396 US Dollar exchange rate 1.6215 90% CI (1.61856, 1.63205) 90% PI (1.60637, 1.64424) 4.73 Over Confidence Give your best guess for the value you might expect on the next day, also give a ninety percent confidence interval for your guess. Day Mon Tues Temperature in Newcastle 13 13 03/09/2014 04/09/2014 05/09/2014 06/09/2014 07/09/2014 08/09/2014 09/09/2014 10/09/2014 11/09/2014 12/09/2014 13/09/2014 14/09/2014 15/09/2014 16/09/2014 17/09/2014 18/09/2014 19/09/2014 20/09/2014 21/09/2014 22/09/2014 23/09/2014 24/09/2014 25/09/2014 26/09/2014 27/09/2014 28/09/2014 29/09/2014 30/09/2014 Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues 17 16 16 13 12 11 13 13 13 13 13 12 14 14 14 14 14 11 9 11 13 12 13 13 12 16 14 14 Scatterplot of Temperature in Newcastle vs Index 17 16 Temperature in Newcastle Index 01/09/2014 02/09/2014 15 14 13 12 11 10 9 8 01/09/2014 06/09/2014 11/09/2014 16/09/2014 21/09/2014 26/09/2014 01/10/2014 Index Weather History for Newcastle Airport, United Kingdom | Weather Underground 4.74 Regression Analysis: Temperature in Newcastle versus Index Predicted Values for New Observations New Obs 1 Fit 12.478 SE Fit 0.639 90% CI (11.390, 13.566) 90% PI (9.424, 15.532) Temperature Index in Newcastle 30/09/2014 14 4.75 Over Confidence Give your best guess for the value you might expect on the next day, also give a ninety percent confidence interval for your guess. Day Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Wed Thur Fri Sat Sun Mon Tues Tesco share price 225.55 230.9 232.6 229.45 228.5 232.9 233.15 231.9 230.2 228.65 228.5 225.15 224.75 227.35 229.6 Scatterplot of Tesco share price vs Index 230 Tesco share price Index 01/09/2014 02/09/2014 03/09/2014 04/09/2014 05/09/2014 06/09/2014 07/09/2014 08/09/2014 09/09/2014 10/09/2014 11/09/2014 12/09/2014 13/09/2014 14/09/2014 15/09/2014 16/09/2014 17/09/2014 18/09/2014 19/09/2014 20/09/2014 21/09/2014 22/09/2014 23/09/2014 24/09/2014 25/09/2014 26/09/2014 27/09/2014 28/09/2014 29/09/2014 30/09/2014 220 210 200 190 203 194.5 194.9 192.5 191.55 01/09/2014 06/09/2014 11/09/2014 16/09/2014 21/09/2014 26/09/2014 01/10/2014 Index 187.8 186.2 TSCO.L Historical Prices | TESCO PLC Stock - Yahoo! UK & Ireland Finance Why! Tesco reveals it overstated first-half results by £250m - FT - 22 September 2014 4.76 Regression Analysis: Tesco share price versus Index Predicted Values for New Observations New Obs 1 Fit 194.09 Index 30/09/2014 SE Fit 4.46 Tesco share price 186.2 90% CI (186.39, 201.80) 90% PI (175.74, 212.45) 4.77 Are Graphs The Answer Consumers' welfare largely depends on the soundness of their financial decisions. To this effect, the present research examines how people process graphical displays of financial information (e.g., stock-prices) to forecast future trends and invest accordingly. In essence, we ask whether and how visual biases in data interpretation impact financial decision-making and risk-taking. Five experiments find that the last trading day(s) of a stock bear a disproportionately (and unduly) high importance on investment behavior, a phenomenon we coin end-anchoring. Specifically, a stock-price closing upward (downward) fosters upward (downward) forecasts for tomorrow and, accordingly, more (less) investing in the present. Substantial investment asymmetries (up to 75%) emerge even as stock-price distributions were generated randomly to simulate times when the market conjuncture is hesitant and no real upward or downward trend can be identified. Allying experimental manipulations to eye-tracking technology, the present research begins to explore the underpinnings of end-anchoring. Duclos, R. “The psychology of investment behavior: (De)biasing financial decision-making one graph at a time” Journal of Consumer Psychology 2015 25(2) 317–325 DOI: 10.1016/j.jcps.2014.11.005 Menu 4.78 Overconfidence - Self-Test Of Overconfidence Just for fun, from a recent quiz show, “Eggheads” or was it “The Chase”. Which would you cook on a skewer? A. Souvlaki B. Dolmades C. Moussaka 4.79 Overconfidence - Self-Test Of Overconfidence C C C A. Souvlaki C C C C B.C Dolmades C C C C C.C Moussaka C C c 4.80 Overconfidence - Self-Test Of Overconfidence 90% Confidence Range Low 1. How long is the M1? 2. What is the diameter of the London Eye? 3. In what year was the construction of London Bridge completed? 4. How tall is Mount Snowdon? 5. How long is the River Thames? 6. In what year did Newcastle University become independent from the University of Durham? 7. How tall is the Elizabeth Tower (Palace of Westminster)? 8. What is the rail distance from London to Edinburgh? 9. In what year was Queen Victoria born? 10. In what year was the School of Medicine and Surgery established in Newcastle? High Keep a note of your intervals 4.81 Overconfidence - Self-Test Of Overconfidence This test will give you some idea of whether you are overconfident on general knowledge questions. 82 Overconfidence - Self-Test Of Overconfidence F True Value f 1. How long is the M1? 193 miles / 311 km 2. What is the diameter of the London Eye? 394 ft /120 m 3. In what year was the construction of London Bridge completed? 1894 4. How tall is Mount Snowdon? 3560 ft / 1085 m 5. How long is the River Thames? 215 miles / 346 km 6. In what year did Newcastle University become independent from the University of Durham? 1963 7. How tall is the Elizabeth Tower (Palace of Westminster)? 315 ft /96 m 8. What is the rail distance from London to Edinburgh? 393 miles / 633 km 9. In what year was Queen Victoria born? 1819 (24 May) 10. In what year was the School of Medicine and Surgery established in Newcastle? 1834 Menu Is the answer in your interval? Nine of them should be! 9.83 83 83