Behavioral Finance in Action
|
|
|
- Sydney French
- 10 years ago
- Views:
Transcription
1 Behavioral Finance in Action Psychological challenges in the financial advisor/ client relationship, and strategies to solve them Part 1 Introduction: Two Minds at Work By Shlomo Benartzi, Ph.D. Professor, UCLA Anderson School of Management, Chief Behavioral Economist, Allianz Global Investors Center for Behavioral Finance
2 Introduction Behavioral Finance: Two Minds at Work Behavioral finance is an extension of behavioral economics, which uses psychological insights to inform economic theory. When Daniel Kahneman was awarded the Nobel Prize in economics in 2002 for his contribution to behavioral economics, he was only the second psychologist to receive the economics prize. Part of Kahneman s insight that led to the prize was his recognition of the important role of emotion and intuition in people s decision making, which in certain circumstances leads to systematic and predictable errors (Kahneman, 2003). Kahneman uses the framework of two minds to describe the way people make decisions (Stanovich and West, 2000). Each of us behaves as if we have an intuitive mind, which forms rapid judgments with great ease and with no conscious input; knowing that a new acquaintance is going to become a good friend on first meeting is one such judgment. We often speak of intuitions as what comes to mind. We also have a reflective mind, which is slow, analytical and requires conscious effort. Financial advisors engage this mind when they sit down with clients and calculate a retirement framework based on their risk profile, current circumstances and future goals. Here s an illustration of what is meant by intuitive mind, and how it sometimes leads one astray. Take a look at Diagram 1 below. If you haven t seen it before you will immediately see that the bottom line is longer than the top line. Diagram 1: Most decisions that people make are products of the intuitive mind, and they are usually accepted as valid by the reflective mind, unless they are blatantly wrong (Klein and Kahneman, 2009). Indeed, intuitive decisions are often correct, some impressively so (Gladwell, 2006). However, it is the errors of the intuitive mind, along with failures of the reflective mind, that interest behavioral finance academics and have practical implications for how financial advisors work with their clients. Behavioral Finance in Action 1
3 Now take two small pieces of paper two Post-It Notes will work and use them to cover the fins on the bottom line. As those who are familiar with the diagram already know, you will discover that the lines are in fact the same length. You are the victim of an optical illusion, the famous Müller- Lyer illusion. The visual perception part of your mind is tricked into seeing something that doesn t exist, in this case because of the effect of the fins. The remarkable thing about this and other optical illusions is that even when you know the truth that the lines are the same length you still see one as being longer than the other. In the framework of the two minds, your reflective mind knows the lines are the same length, but your intuitive mind sees them as being different. The output of the intuitive mind is so powerful that it overrides any attempt by the reflective mind to see the lines in any other way. You can t help yourself. Intuitive judgments tend to be held with greater confidence, too another factor making them hard to override. One of the insights that earned Kahneman the Nobel Prize 1 is that we humans are sometimes as susceptible to cognitive illusions as we are to optical illusions. These illusions, also known as biases, result from the use of heuristics, or, more simply, mental shortcuts. For instance, people are supposed to make decisions based on the logic and substance of transactions, not on how they are superficially described. When faced with a choice between having cold cuts that are ninety percent fat free or containing ten percent fat, people overwhelmingly select the first option. Logically, the two are identical of course, but people automatically respond negatively to containing fat and positively to fat free, and choose accordingly. This ubiquitous and powerful effect, the product of the intuitive mind, is called framing (Tversky and Kahneman, 1974). We can see, then, that intuition is a powerful force. And people typically place a great deal of faith in it. Kahneman s discovery that under certain circumstances intuition can systematically lead to incorrect decisions and judgments changed psychologists understanding of decision making, and, ultimately, economists, too. Classical economics held that people are rational, selfinterested and have a firm grasp on self-control. Behavioral economics (and common sense) showed instead that we are not as logical as we might think, we do care about others, and we are not as disciplined as we would like to be. It is not that people are irrational in the colloquial sense, but that by the nature of how our intuitive mind works we are susceptible to mental shortcuts that lead to erroneous decisions. Our intuitive mind delivers the products of these mental shortcuts to us, and we accept them. It s hard to help ourselves. 1 Kahneman did all the important work that underpins behavioral economics with his colleague Amos Tversky, who had died before the Nobel Prize was awarded. Nobel Prizes are never awarded posthumously. Behavioral Finance in Action 2
4 Loss Aversion Is Fundamental At the core of many of these powerful but erroneous intuitions is people s hyper-negative response to potential loss, or loss aversion, as described by Prospect Theory (Kahneman and Tversky, 1979). Simply put, losses loom larger than equal-sized gains. Psychologically speaking, the pain of losing $100 is approximately twice as great as the pleasure of winning the same amount. For this reason, most people are prepared to enter a 50:50 gamble of losing $100 on one hand, only if the sum to be won is at least $200. Loss aversion is a fundamental part of being human, and we are not alone in that. Yale economist M. Keith Chen did some ingenious preference experiments with capuchin monkeys in which they always finished up with one piece of apple. They got there in different ways, however, which affected the monkeys preferences. Sometimes the monkeys started off with two pieces of apple, one of which was taken away. At other times they started off with none, and were given one piece. The monkeys strongly preferred the second scenario, and disliked the first, where one piece of apple was taken from them (Chen, 2006). Psychologists speculate that loss aversion makes sense in terms of evolution and survival: better to be cautious and give that saber-toothed tiger a wide berth rather than take the risk of confronting it by yourself. Whatever its origin, loss aversion affects many of our decisions, including financial ones. For instance, people have a tendency to hold on to losing stocks too long. Selling a losing stock is extremely unpalatable because it brings the reality of loss very much to mind. On the other hand, people often sell winning stocks too soon because the act of selling a winning stock realizes a gain, and that gives us pleasure. We feel pain when we realize a loss and pleasure when we realize a gain. The mistake people are making here is one of mental accounting: instead of looking at their portfolio as a whole they look at each stock separately, and make decisions based on these separately perceived realities. Loss aversion also makes people reluctant to make decisions for change because they focus on what they could lose more than on what they might gain. This is called inertia, or the status quo bias (Samuelson and Zeckhauser, 1988). Inertia is at play when people know they should be doing certain things that are in their best interests (saving for retirement, dieting to lose weight, or exercising), but find it hard to do today. Procrastination and lack of self-control rule the day. However, people are usually willing to say they will do the right thing at some point in the future: I ll start that exercise program next week, I promise! We make intuitive judgments all the time, but it s very hard for us to tell which ones are right and which ones are wrong. Nicholas Barberis, Yale School of Management Behavioral Finance in Action 3
5 We make intuitive judgments all the time, says Nicholas Barberis, 2 a behavioral finance researcher at the Yale School of Management, but it s very hard for us to tell which ones are right and which ones are wrong. (See Kahneman and Klein, 2009.) Behavioral finance researchers have identified many circumstances in which the intuitive mind leads people to make money-related mistakes. For this paper, we have worked with these academic insights to develop techniques grounded in behavioral finance that financial advisors can use to help their clients discriminate between wise intuitions and erroneous judgments. inertia, loss aversion and immediate gratification and will be described in detail in the following section, Investor Paralysis. In the first case study of SMarT, employees at a midsize manufacturing company increased their contribution to their retirement fund from 3.5 percent to 13.6 percent of salary over a three-and-a-half-year period (Thaler and Benartzi, 2004). This is a remarkable improvement in saving behavior. As a result, the program is now offered by more than half of the large employers in the United States, and a variant of the program was incorporated in the Pension Protection Act of 2006 (Hewitt, 2010). SMarT: A Powerful Example Richard Thaler of the University of Chicago and Shlomo Benartzi of UCLA 3 used some of the above psychological insights in one of the earliest, and most successful, applications of behavioral finance, the Save More Tomorrow program (SMarT). The problem is widespread: An alarmingly large proportion of employees fail to participate in their company s defined contribution retirement plan, often forgoing matching funds (free money) from employers. SMarT effectively removes psychological obstacles to saving in the short and longer term, and helps people overcome them with very little effort on their part. SMarT was designed around the psychological principles of 2 Nicholas Barberis is a member of the Academic Advisory Board of the Allianz Global Investors Center for Behavioral Finance. 3 Shlomo Benartzi is the Chief Behavioral Economist for the Allianz Global Investors Center for Behavioral Finance. Richard Thaler is a member of the Center s Academic Advisory Board. The lesson of the experience with the SMarT program is general and powerful: the strategic application of a few key psychological principles can dramatically improve people s financial decisions. Shlomo Benartzi, UCLA Anderson School of Management The lesson of the experience with the SMarT program, therefore, is general and powerful, says Benartzi, the strategic application of a few key psychological principles can dramatically improve people s financial decisions. Financial advisors can take advantage of such insights in their own practices to help their clients make better decisions which, ultimately, should lead to better financial outcomes. Behavioral Finance in Action 4
6 The Path Ahead In the Behavioral Finance in Action series, we present three timely decision challenges and techniques from the behavioral toolbox to solve them: Investor paralysis Lack of investor discipline A crisis of trust We also present a tool in development that is designed to address a fourth decision challenge: The disinclination to save. These four challenges might seem diverse and unrelated at first glance. But they are united by being, first, the product of our intuitive minds; and, second, they are susceptible to solution by the careful application of behavioral finance tools based on a few simple, psychological principles. BeFi-in-Action Framework Two minds: Intuitive mind (fast, automatic, effortless): Can often lead to wise decisions, but sometimes leads systematically to irrational, poor financial decisions. Reflective mind (slow, conscious, effortful): Can lead to more thoughtful, rational decisions. Advisors can engage their clients reflective minds to improve outcomes by correcting the mistakes of the intuitive mind. Behavioral Finance in Action 5
7 References M. Keith Chen et al., How Basic Are Behavioral Biases: Evidence from Capuchin Monkey Trading Behavior, Journal of Political Economy, 114:3, pp (2006). Malcolm Gladwell, Blink: The Power of Thinking Without Thinking, Hachette Book Group USA, paperback, Hewitt Associates, Hot Topics in Retirement, Daniel Kahneman, Maps of Bounded Rationality: Psychology for Behavioral Economics, The American Economic Review, vol 93, no. 5, pp (2003). Daniel Kahneman and Gary Klein, Conditions for intuitive expertise: A failure to disagree. American Psychologist, vol 64, no. 4, pp (2009). William Samuelson and Richard Zeckhauser, Status Quo Bias in Decision Making, Journal of Risk and Uncertainty, vol 1, pp 7 59 (1988). Keith E. Stanovich and Richard F. West, Individual Differences in Reasoning: Implications for the Rationality Debate, Behavioral and Brain Sciences, vol 23, no. 5, pp (2000). Richard Thaler and Shlomo Benartzi, Save More Tomorrow: Using Behavioral Economics to Increase Employee Saving, Journal of Political Economy, vol 112, no. 1, pt 2, pp S164 S187 (2004). Amos Tversky and Daniel Kahneman, Judgment Under Uncertainty: Heuristics and Biases, Science, vol 185, pp (1974). Daniel Kahneman and Amos Tversky, Prospect Theory: An Analysis of Decisions Under Risk, Econometrica, vol 47, no. 2, pp (1979). Behavioral Finance in Action 6
8 About the Author The Behavioral Finance in Action series was written by Shlomo Benartzi, Ph.D., Professor, UCLA Anderson School of Management, and Chief Behavioral Economist of the Allianz Global Investors Center for Behavioral Finance. Professor Benartzi is a leading authority on behavioral finance with a special interest in personal finance and participant behavior in defined contribution plans. He received his Ph.D. from Cornell University s Johnson Graduate School of Management, and he is currently co-chair of the Behavioral Decision-Making Group at The Anderson School at UCLA. Professor Benartzi is also co-founder of the Behavioral Finance Forum ( a collective of 40 prominent academics and 40 major financial institutions from around the globe. The Forum helps consumers make better financial decisions by fostering collaborative research efforts between academics and industry leaders. Professor Benartzi s most significant research contribution is the development of Save More Tomorrow (SMarT), a behavioral prescription designed to help employees increase their savings rates gradually over time. Along with Richard Thaler of the University of Chicago, he was recognized by Money as one of 2004 s Class Acts for SMarT s success increasing savings rates in one plan from 3.5% to 13.6%. The SMarT program is now offered by approximately half of the large retirement plans in the U.S. and a growing number of plans in Australia and the U.K. Professor Benartzi has supplemented his academic research with practical experience, serving on the advisory boards of the Alaska State Pension, Fuller and Thaler Asset Management, Guggenheim Partners, Morningstar and the U.S. Department of Labor. Behavioral Finance in Action 7
9 Acknowledgements We would like to thank the following experts in behavioral finance for their input to the intellectual content of the Behavioral Finance in Action series. Each of them is a member or past member of the Academic Advisory Board of the Allianz Global Investors Center for Behavioral Finance. Richard H. Thaler The University of Chicago Booth School of Business Ralph and Dorothy Keller Distinguished Service Professor of Behavioral Science and Economics aspx?person_id= Daniel G. Goldstein Yahoo Research, Research Scientist London Business School, Assistant Professor of Marketing faculty/search. do?uid=dgoldstein Nicholas Barberis Yale School of Management Stephen & Camille Schramm Professor of Finance Noah Goldstein UCLA Anderson School of Management Assistant Professor of Human Resources and Organizational Behavior Kent Daniel Graduate School of Business, Columbia University Professor of Finance John Payne Duke University, The Fuqua School of Business, Joseph J. Ruvane, Jr. Professor of Business Administration Director, Center for Decision Studies, Fuqua School of Business We would also like to thank the financial advisors who provided feedback on the Behavioral Finance in Action series. And we welcome further comments from our readers. us at [email protected]. Behavioral Finance in Action 8
10 The Allianz Global Investors Center for Behavioral Finance is committed to empowering clients to make better financial decisions by offering them actionable insights and practical tools. We developed Behavioral Finance in Action to present potential solutions to some of the key challenges financial advisors are facing. We consider this a work in progress. Our goal is to build on what we ve begun, to improve and expand upon the contents. We can do this most effectively in partnership with you. We therefore invite you to give us your feedback. To do so, please [email protected]. befi.allianzgi.com Allianz Global Investors is the asset management arm of Allianz SE. The Center for Behavioral Finance is sponsored by Allianz Global Investors Capital and Allianz Global Investors Distributors LLC. The principles and strategies suggested do not constitute legal advice and do not address the legal issues associated with implementing any recommendations, or associated with establishing or amending employee benefit plans. There are many legal and other considerations plan sponsors and plan fiduciaries should consider prior to adopting any of the recommendations herein, and legal counsel should be consulted to ensure compliance with the law. Any adoption of these general recommendations must be considered in light of the particular facts and circumstances of each retirement plan and its participants, and the authors of the program and Allianz Global Investors provide no advice regarding, and are not responsible for, implementation of these concepts by any particular plan. AGI Behavioral Finance in Action
Behavioral Finance: Two Minds at Work
Behavioral Finance in Action Behavioral Finance: Two Minds at Work Understand. Act. Decisive Insights for forwardlooking investment strategies Behavioral finance is an extension of behavioral economics,
Behavioral Finance in Action
Behavioral Finance in Action Psychological challenges in the financial advisor/ client relationship, and strategies to solve them Part 4 Regaining and Maintaining Trust: Competence + Empathy By Shlomo
Behavioral Finance in Action
Behavioral Finance in Action Psychological challenges in the financial advisor/ client relationship, and strategies to solve them Part 3 Reining in Lack of Investor Discipline: The Ulysses Strategy By
Find an expected value involving two events. Find an expected value involving multiple events. Use expected value to make investment decisions.
374 Chapter 8 The Mathematics of Likelihood 8.3 Expected Value Find an expected value involving two events. Find an expected value involving multiple events. Use expected value to make investment decisions.
Implications of Participant Behavior for Plan Design
Implications of Participant Behavior for Plan Design > Defined contribution plans are increasingly becoming workers only employer-sponsored retirement program > Behavioral economists have uncovered the
Customer Analysis I. Session 3 Marketing Management Prof. Natalie Mizik
Customer Analysis I Session 3 Marketing Management Prof. Natalie Mizik Outline How do you think about customers? How do customers think? Overview of approaches. Focus on behavioral economics. Useful in
Emotions and your money
Emotions and your money 5 potentially costly mistakes that your financial advisor can help you avoid Emotions can cost investors Break the cycle of emotional investing by partnering with an experienced
SUMMARY. a) Theoretical prerequisites of Capital Market Theory b) Irrational behavior of investors. d) Some empirical evidence in recent years
1 SUMMARY a) Theoretical prerequisites of Capital Market Theory b) Irrational behavior of investors c) The influence on risk profile d) Some empirical evidence in recent years e) Behavioral finance and
Annuity for micro pensions
Annuity for micro pensions Nadiya Ivanova January 2010 There are many elements in the design of a micro pension scheme that the pension provider needs to consider carefully. One of the most important decisions
Behavioral Aspects of Dollar Cost Averaging
Behavioral Aspects of Dollar Cost Averaging By Scott A. MacKillop, President, Frontier Asset Management, LLC The Traditional View Dollar-cost averaging is used by many financial advisors to help their
The Future of Wealth Management: Incorporating Behavioral Finance into Your Practice
The Future of Wealth Management: Incorporating Behavioral Finance into Your Practice By Michael M. Pompian, CFA, CFP and John M. Longo, Ph.D., CFA Michael M. Pompian, CFA, CFP is a Wealth Management Advisor
My brain made me do it How to avoid six common investing mistakes
Patrick L. McFawn CFP, CPA & Dale L. White CFP, CPA My brain made me do it How to avoid six common investing mistakes Pop quiz Fill in the blank Buy Low High Sell Low High The fundamental principle of
Health Insurance & Behavioral Economics
Health Insurance & Behavioral Economics Alan C. Monheit, Ph.D. Rutgers University School of Public Health Rutgers National Bureau of Economic Research Standard Model Underlying Consumer Choice In the standard
Prospect Theory Ayelet Gneezy & Nicholas Epley
Prospect Theory Ayelet Gneezy & Nicholas Epley Word Count: 2,486 Definition Prospect Theory is a psychological account that describes how people make decisions under conditions of uncertainty. These may
Chapter 3.3. Trading Psychology
1 Chapter 3.3 Trading Psychology 0 TRADING PSYCHOLOGY Forex traders have to not only compete with other traders in the forex market but also with themselves. Oftentimes as a Forex trader, you will be your
The Rouge Way: Ten tips for ensuring a better web design
The Rouge Way: Ten tips for ensuring a better web design one Focus on problems not solutions Creating an amazing website is a collaboration between client and web designer. We should work together to develop
Compass Interdisciplinary Virtual Conference 19-30 Oct 2009
Compass Interdisciplinary Virtual Conference 19-30 Oct 2009 10 Things New Scholars should do to get published Duane Wegener Professor of Social Psychology, Purdue University Hello, I hope you re having
SMARTER WAYS TO SEEM. Intelligence is critical for getting ahead in your
3 WAYS TO SEEM No psychologist has ever observed intelligence; many have observed intelligent behavior. - Isidor Chein SMARTER Intelligence is critical for getting ahead in your career. Businesses require
New York University Stern School of Business Executive MBA Program in Management. Managerial Decision Making Spring 2005
New York University Stern School of Business Executive MBA Program in Management Managerial Decision Making Spring 2005 Professor Zur Shapira Office Hours: TBA Office: Tisch 7-06 Tel.: 998-0225 E mail:
1. Overconfidence {health care discussion at JD s} 2. Biased Judgments. 3. Herding. 4. Loss Aversion
In conditions of laissez-faire the avoidance of wide fluctuations in employment may, therefore, prove impossible without a far-reaching change in the psychology of investment markets such as there is no
Chapter 3.4. Trading Psychology
1 Chapter 3.4 Trading Psychology 0 Contents TRADING PSYCHOLOGY Stock and CFD traders have to not only compete with other traders in the stock and CFD markets but also with themselves. Often as a stock
c01_1 09/18/2008 1 CHAPTER 1 COPYRIGHTED MATERIAL Attitude Is Everything in a Down Market http://www.pbookshop.com
c01_1 09/18/2008 1 CHAPTER 1 Attitude Is Everything in a Down Market COPYRIGHTED MATERIAL c01_1 09/18/2008 2 c01_1 09/18/2008 3 Whether you think you can or you think you can t, you are right. Henry Ford
THE PSYCHOLOGY OF INVESTING
Fourth Edition THE PSYCHOLOGY OF INVESTING John R. Nofsinger Washington State University Prentice Hall Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London
Participant Behavior Insight
T. Rowe Price Participant Behavior Insight How Participants Are Using Target-Date Funds Brought to you by Jodi DiCenzo, CFA, Behavioral Research Associates, LLC. 1 Retirement Research Executive Summary
THE UVIC ENTREPRENEURSHIP PROGRAM
THE UVIC ENTREPRENEURSHIP PROGRAM Program Objectives and Description The Faculty of Business Entrepreneurship Program uses an INTEGRATED design. This means that in the undergraduate program five courses
Introducing Behavior Finance A Student Quiz
Introducing Behavior Finance A Student Quiz Kevin Bracker, Pittsburg State University ABSTRACT This paper introduces and discusses a brief quiz designed to introduce students to the field of behavioral
Fig. 1. (Courtesy of Paul Ekman Group. LLC)
T H I N K I N G, F A S T A N D S L O W D A N I E L K A H N E M A N Copyright 2011 by Daniel Kahneman All rights reserved Printed in the United States of America First edition, 2011 Fig. 1 To observe your
Peer Reviewed. Abstract
Peer Reviewed William J. Trainor, Jr.([email protected]) is an Associate Professor of Finance, Department of Economics and Finance, College of Business and Technology, East Tennessee State University. Abstract
Overview of Behavioral Advice: Understanding the Smart Money Philosophy
presenter: doug lennick, ceo july 10, 2013 Overview of Behavioral Advice: Understanding the Smart Money Philosophy a think2perform program We look like nobody else. Nicholas S. Schorsch Chairman & CEO
Chapter 1. Setting the Groundwork
Chapter 1 Setting the Groundwork Understanding Essential Basic Concepts Investors new to financial markets are often intimidated by the seemingly endless stream of new and unfamiliar terminology and the
Behavioural Economics. Liam Delaney SIRE and UCD Geary Institute
Behavioural Economics Liam Delaney SIRE and UCD Geary Institute Overview Definition of Behavioural Economics Consumer Behaviour Inertia and Financial Decisions Consumer Search, data and privacy Behavioural
Making the Transition to Management
Making the Transition to Management Overview Advice on making the move to a management or supervisory position. Mistakes new managers often make The pressures and challenges new managers face Tips for
How To Understand The Theory Of Active Portfolio Management
Five Myths of Active Portfolio Management Most active managers are skilled. Jonathan B. Berk Proponents of efficient markets argue that it is impossible to beat the market consistently. In support of their
University of Chicago Graduate School of Business Convocation Address June 15, 2003
1 University of Chicago Graduate School of Business Convocation Address June 15, 2003 by Richard H. Thaler Robert P. Gwinn Professor of Behavioral Science and Economics at Chicago GSB and director of the
Improve your prospects
Make a case for life insurance Improve your prospects Allianz Life Insurance Company of North America M-5191 Discover how you can help expand your client base and close more sales. If regular prospecting
The Professional Referral Method A Fast Start to a Pipeline of New Client Referrals
The Professional Referral Method A Fast Start to a Pipeline of New Client Referrals Kenneth Haman, Managing Director The AllianceBernstein Advisor Institute SM There is no guarantee that any forecasts
Moving on! Not Everyone Is Ready To Accept! The Fundamental Truths Of Retail Trading!
Moving on If you re still reading this, congratulations, you re likely to be in the minority of traders who act based on facts, not emotions. Countless others would have simply denied the facts, and moved
Transition risk: Rethinking investing for retirement By Tim Friederich, David Karim and Dr. Wolfgang Mader
Allianz Global Investors white paper series Transition risk: Rethinking investing for retirement By Tim Friederich, David Karim and Dr. Wolfgang Mader Executive summary Are millions of Americans, retirement-plan
Generating Leads Using Our Compelling Emails & Sales Letters Workbook
Generating Leads Using Our Compelling Emails & Sales Letters Workbook Persuasion Strategies Persuasion strategies are used by the world s top copywriters when they write persuasive copy such as emails,
AN EXPERIMENTAL STUDY OF Annuity CHOICE. Until recently,
AN EXPERIMENTAL STUDY OF Annuity CHOICE June 2008 Until recently, the widespread use of defined benefit retirement plans and Social Security meant that many Americans received most of their retirement
INVENTORY MANAGEMENT: ANALYZING INVENTORY TO MAXIMIZE PROFITABILITY
INVENTORY MANAGEMENT: ANALYZING INVENTORY TO MAXIMIZE PROFITABILITY Jon Schreibfeder Effective Inventory Management, Inc. Sponsored by Every company strives to improve profitability. Countless hours are
E-Commerce: The Importance of Question Framing
To Opt-In Or To Opt-Out? It Depends On The Question vember 13, 2000 1,000 word article for Communications of the ACM Steven Bellman Lecturer in Electronic Commerce Graduate School of Management University
Behavioural finance. Understanding how the mind can help or hinder investment success. By Alistair Byrne With Stephen P Utkus
Behavioural finance Understanding how the mind can help or hinder investment success By Alistair Byrne With Stephen P Utkus For investment professionals only not for retail investors. 1 Why bother with
Get the Most Out of Class
Get the Most Out of Class Academic Resource Center, tel: 684-5917 Class preparation is an essential element of studying for any course. The time you spend in class each week shouldn t be a time in which
Book Review of Rosenhouse, The Monty Hall Problem. Leslie Burkholder 1
Book Review of Rosenhouse, The Monty Hall Problem Leslie Burkholder 1 The Monty Hall Problem, Jason Rosenhouse, New York, Oxford University Press, 2009, xii, 195 pp, US $24.95, ISBN 978-0-19-5#6789-8 (Source
Economics 101A (Lecture 26) Stefano DellaVigna
Economics 101A (Lecture 26) Stefano DellaVigna April 30, 2015 Outline 1. The Takeover Game 2. Hidden Type (Adverse Selection) 3. Empirical Economics: Intro 4. Empirical Economics: Home Insurance 5. Empirical
100 % online postgraduate degree programmes
100 % online postgraduate degree programmes Inspiring you to discover what s next Contents Welcome to the University of Roehampton, London Online 4 Rich heritage 5 Successful partnership 6 Accreditation
Plan Confidently Invest Wisely Live Fully
Plan Confidently Invest Wisely Live Fully Our clients are up to something big. They are interested in making a difference for themselves, their families and their communities. Your Challenges and Responsibilities
May 2015. Missing out: How much employer 401(k) matching contributions do employees leave on the table?
May 2015 Missing out: How much employer 401(k) matching contributions do employees leave on the table? Table of contents Introduction Executive summary 1 Role of employer 401(k) matching contributions
Business Network. Achieving Collaborative Advantage. Introduction. Collaborative Advantage. Collaborative Inertia
Business Network Achieving Collaborative Advantage At our first Business Network Breakfast Briefing, twenty four business practitioners from a wide range of backgrounds explored the challenge of achieving
The Internet Network Marketing Revolution. Satrio Nusantoro. The Internet Network Marketing Revolution - 1 -
Satrio Nusantoro The Internet Network Marketing Revolution - 1 - The Internet Network Marketing Revolution Discover How To Use Online Automation Tools To Build A Huge Network Marketing Downline! LEGAL
Ichose to be a financial planner because I want to truly make a difference in people s
Ichose to be a financial planner because I want to truly make a difference in people s lives, especially as they retire. Growing up, I watched my father work two and three jobs just to make ends meet.
1. Why people do what they do
PTG GLOBAL ABN 27 089 738 205 L16, 207 Kent St Sydney NSW 2000 P 61 2 9251 4200 1300 660 973 F 61 2 9251 7422 1. Why people do what they do ptg-global.com 1.1. Summary As a psychologist (registered in
INTERVIEW QUESTIONS GUIDE
INTERVIEW QUESTIONS GUIDE Prepared by MBA Career Services USC Marshall School of Business March 2016 1 Table of Contents GENERAL QUESTIONS3 TOP TEN MOST ASKED QUESTIONS... 3 CAREER DIRECTION... 3 CORPORATE
FUNDING INVESTMENTS FINANCE 738, Spring 2008, Prof. Musto Class 4 Market Making
FUNDING INVESTMENTS FINANCE 738, Spring 2008, Prof. Musto Class 4 Market Making Only Game In Town, by Walter Bagehot (actually, Jack Treynor) Seems like any trading idea would be worth trying Tiny amount
Employee Engagement Survey Toolkit
Employee Engagement Survey Toolkit Acknowledgements This document and this effort is the product of collaboration among a number of departments and individuals at Organization including: Placeholders Placeholders
Accountability. Always, Sometimes and Never. Coaching. Sales Leadership Development Course Descriptions
Sales Leadership Development Course Descriptions Accountability Always, Sometimes and Never Coaching The sales manager is responsible for the success of the sales force. The effective leader will identify
Learning to Delegate
Learning to Delegate Overview Tips for managers on how to delegate Why is delegation necessary? Why do many managers have a hard time delegating? What to delegate What not to delegate How to delegate Give
How To Be Profitable With A Currency Exchange Rate Option
1 Chapter 4.4 Exotic Options 0 Exotic Options Explore each of the following exotic options, and see if you can identify opportunities in your trading to use an exotic option: Exotic options are highly
And students benefit as well. Faculty bring their research and experience into the classroom adding to the level of discussion and learning.
Slide 1 I m George Andrews, Associate Dean. On behalf of Chicago Booth, I d like to welcome you to What You Need To Know, an overview of the Weekend MBA program. Determining whether or not to get an MBA
Making Financial Education More Effective: Lessons From Behavioral Economics
Making Financial Education More Effective: Lessons From Behavioral Economics Joanne Yoong Prepared for the OECD-Bank of Italy International Symposium on Financial Literacy June 2010 Overview Project background
Comprehensive Guide to Marketing Like Starbucks
Comprehensive Guide to Marketing Like Starbucks 1 Introduction 6 reasons Starbucks Marketing Communications Strategy is so Effective is one of our most popular posts, continuing to be a top performer even
planning for a better retirement
planning for a better retirement retirement is the time when you finally get to do all the things you said you were going to do page 01 making the most of your retirement Retirement is the time when you
Asset Allocation Shifts at Pension and Retirement Plans
Asset Allocation Shifts at Pension and Retirement Plans A report prepared by the Institutional Investor Custom Research Group in conjunction with AMP Capital Contents Welcome Executive summary About this
Five Core Principles of Successful Business Architecture. STA Group, LLC Revised: May 2013
Five Core Principles of Successful Business Architecture STA Group, LLC Revised: May 2013 Executive Summary This whitepaper will provide readers with important principles and insights on business architecture
Top 5 best practices for creating effective dashboards. and the 7 mistakes you don t want to make
Top 5 best practices for creating effective dashboards and the 7 mistakes you don t want to make p2 Financial services professionals are buried in data that measure and track: relationships and processes,
Nine Questions To Ask Your Next Advisor Before You Hire Them
Balancing Risk In Retirement Giving You Insight Into The Advisor s Character & Expertise Nine Questions To Ask Your Next Advisor Before You Hire Them Brought to you by Philip A. Guske, CFP Nine Questions
MARK MEADS Tele: +44(0) 870 24 26 789 Head of Sales, Individual Protection Direct: +44(0) 7740 897 409 Email: [email protected].
BUSINESS PROTECTION INSURANCE UNDER SOLD Insurance is a cost a business is always looking to reduce, so the suggestion that your business needs more insurance is not an easy one to make. However, Mark
Innovation, Fads and Long-Term Value in Management Accounting
Innovation, Fads and Long-Term Value in Management Accounting Joan Luft Michigan State University January 2006 Draft: Do not reproduce 1 Innovation Innovate or die, we are told. It's the core of excellence
Rethink your 401(k) with Schwab Index Advantage
Rethink your 401(k) with Schwab Index Advantage In the last 30 years, 401(k) plans have become one of the most common retirement planning tools in the United States. 1 Our research shows that some 70%
With the current national statistics, there are three approaches that may be taken to defining the IT sector and those who work in it.
A. INFORMATION TECHNOLOGY WORKERS IN THE KNOWLEDGE-BASED ECONOMY by Charlotte V. Kuh 3, National Research Council, Washington DC Even the most casual observer must admit that information technology is
INVESTORS DECISION TO TRADE STOCKS AN EXPERIMENTAL STUDY. Sharon Shafran, Uri Ben-Zion and Tal Shavit. Discussion Paper No. 07-08.
INVESTORS DECISION TO TRADE STOCKS AN EXPERIMENTAL STUDY Sharon Shafran, Uri Ben-Zion and Tal Shavit Discussion Paper No. 07-08 July 2007 Monaster Center for Economic Research Ben-Gurion University of
The Allianz Women, Money, and Power Study: Empowered and Underserved
The Allianz Women, Money, and Power Study: Empowered and Underserved Allianz Life Insurance Company of North America Allianz Life Insurance Company of New York ENT-1462-N Page 1 of 12 Women today: New
An Econometric Analysis of Value of Advice in Canada by Claude Montmarquette CIRANO
An Econometric Analysis of Value of Advice in Canada by Claude Montmarquette CIRANO Table of Contents 1) Background 1) Industry surveys 2) Scientific research 2) Survey of Canadians financial situation
BEHAVIORAL ECONOMICS IN ACTION
BEHAVIORAL ECONOMICS IN ACTION AN INTRODUCTION THE BUSINESS OF BEHAVIOR Scientists don t need to be business leaders, but business leaders need to be scientific. There s a science to understanding how
The Financial. of Divorce
The Financial Aspects of Divorce What You Need to Know Before the Negotiations Begin By Elaine E. Bedel, CFP President, Bedel Financial Consulting, Inc. 1 Introduction Whether you should stay the course
