2015年10月25日日曜日

2015-10-25 - Leveraging the internet to offer mass-customized artists' crafts





Anastasia Leng

A graduate of my alma mater, the University of Pennsylvania, Anastasia began her career at Google. After implementing Google programs to develop entrepreneurs for several years, she decided to become one herself. Partnering with a former classmate and colleague at Google, Anastasia founded Hatch, a firm that offers mass-customized products via an internet platform. I hope you enjoy her founding story as much as I.


1.   After majoring in psychology at my alma mater, the University of Pennsylvania (Penn), you worked at Google in their new venture business, through which you became intricately involved in implementing programs for start-ups, and in product development for five years before launching a company that has now become Hatch. Was this career progression deliberate, or did your desire to become an entrepreneur gradually evolve from your studies at Penn and experiences at Google?

My career progression has definitely not been deliberate. At Google, I realized that I tended to gravitate toward early-stage projects and products. I preferred working on something brand new for which there was not road map rather than on an already-established project where I would be following in someone else’s footsteps. I think I owe Google credit for my love of entrepreneurship. One of my last projects at Google involved helping the company set up entrepreneurial centers around the world starting with a South African accelerator and culminating in a large hub called Campus in London. While doing so, I met many incredibly inspiring people creating companies, building business from the ground up, infecting me with the start-up bug.



2.    Can you tell us about your business model and operations? How, exactly, do you earn a profit? What does your supply chain look like? Whom do you consider your nearest competitors? Do you feel large retailers like Amazon are a threat? How are you different from competitors? More specifically, what do you believe is your competitive advantage over them?

Let me frame my answer by telling you who we are and what our vision is at Hatch. Our vision revolves around creating an interactive, customized shopping experience in which the costumer can tweak every product to create a version that incorporates their preferences. The genesis of this idea lay in my realization that every shopping experience requires you to make a binary, yes-no decision to every product you come across. Hatch set out to transcend this limitation. To do so, we partnered with small crafts people and businesses, artists who were able to incorporate a degree of personalization and customization into their design, creating a two-fold product differentiation advantage. Every product featured on Hatch is a starting point for the final product determined by the customer’s preferences. You can change the material, color, size, and shape to personalize an item.

Regarding your question about our closest competitor, the macro answer is that we compete with every online retailer because when a customer is shopping online, the person is not thinking, “I want this customized piece.” Rather, the customer is thinking, “I want this item, and I will buy it from the company that gives me exactly what I want.” In that sense, we compete with everyone, including Amazon.

On a micro scale, etsy.com has made their name by aggregating makers of hand-made goods. For us, hand crafting has never been the differentiating factor. We are concerned with the personalization and customization that makers are able to offer, as well as the quality of the makers. In this sense, we are much more of a “curated” marketplace; all products are carefully vetted before being approved for sale on our site. We aim for a product and customer experience not available through other, similar sites.



3.   How would you describe your corporate culture?

Our corporate culture is incredibly fun. We laugh a lot. We are all very close, almost like a family. We genuinely like one another. We also disagree and argue about a lot of issues, but we also have lots of fun doing things together. Recently, we started working out together once a week, helping each other with our New Year’s resolutions to shape up. A few of us have formed a book club, and we meet once a month to talk about books and enjoy wine. I feel personally close to everyone on the team. The company would not be where it is now today without them. They are a great team.  
I hope that we will be able to maintain this culture as we grow. We have had to let some people go because we realized they were not a good fit, they did not share our values.. The ones who are still here embrace our vision. Of course, companies typically become more bureaucratic as they grow. This evolution is inevitable. But maintaining a core of down-to-earth, smart, humble, hard-working culture is not impossible.



4.       Tell us about Campus and other Google initiatives aimed at supporting start-ups. What is Google doing in Japan for start-ups? Broader Asia?

I am not sure what Google is doing for startups in Asia. While I was still at Google, I know they did have people on the ground in Asia exploring ways to support entrepreneurship and startups, but I had left before anything materialized.

I am familiar with their Campus model, which involves creating a hub in a city where can gain access to everything they need to begin their startup journey. In the same building, entrepreneurs can access mentorship, secure space to work, form a community with other aspiring entrepreneurs, and utilize suppliers of services who will help them with everything from legal documents to accounting issues. The Campus model in London really took off, and the hub was viewed as a success. I think the same model has been replicated in Tel Aviv, the Czech Republic, and at least one more place, though I do not clearly recall.

I know Google is still very much committed to start ups. In fact, they formed a team, Google for Entrepreneurs, led by Mary Himinkool, a brilliant woman with whom I had myself worked at Google. That team is actively working to develop entrepreneurship in other countries, looking at ways to help local entrepreneurs to enter the start-up world. In some countries, becoming an entrepreneur is difficult. Startups are not viewed as glamorously as in the United States. The Google team is working on ways to help entrepreneurs on the long, difficult journey of establishing a start up, with special focus on founders that are typically underrepresented in the technology industry.



5.    What skills, resources, and lessons from Google have you utilized in founding and running Hatch? What key lessons have you learned since founding Hatch?

Though Google is a company of incredibly smart, brilliant, and accomplished people, the most important lesson I learned there was about how incredibly important soft skills are. The factors most correlated with personal growth and success in the company were your ability to relate to others, your skill in leading a team, soft-touch abilities than cannot be learned from textbooks.

I have taken this lesson very much to heart in my work here at Hatch. When I think about all of the small victories along the way, like attracting investors and building a team, I feel they are all primarily people based, not data or product driven. Every single Hatch employee likely took a pay cut to join the team. Because they are all intelligent, rational people, I believe the opportunity to honestly and transparently interact with others who share a common goal motivated their decisions and helped us accomplish everything we have. I also had the opportunity to see different leadership styles at Google, so I have been able to cherry pick models in developing my own style.

As for lessons learned at Hatch, no experience better exposes you to the ruthless need to prioritize when you could be doing absolutely anything. There is the constant battle between data and intuition. Because no formula for the right balance exists, I have had to hone my own. At Google, if you couldn’t or didn’t do something, someone else there certainly could have stepped up to fill your shoes. In addition, Google had clear roadmaps for what they were doing. At Hatch, in contrast, the path is wide open; we could be doing anything. Creating a vision for what we want to be, combining it with tactical realities to determine what we need to accomplish and being ruthless about prioritizing are lessons and skills I will take with me wherever I go next.



6.   Coding and web design seem to be at the core of your business. What difficulties have you encountered with this technological facet of operations? How are you dealing with these difficulties?

As a founder, I never think that I am moving quickly enough. Our engineers are brilliant, and they do a phenomenal job. But we have a product roadmap that is miles long, a veritable laundry list of all we aspire to accomplish. No matter how fast we are moving, we constantly feel our pace is not brisk enough.

When we started Hatch, and when we first received funding, we lived and breathed by the numbers. Showing growth was vital. This concern drove us to implement every e-commerce practice we could think of and do whatever we could to increase the site conversion rate. In this process of doing so, we lost sight of the source of our uniqueness and the subtle differences that separate us from everyone else. At the end of our month of optimization, our revenue and conversion rates were up, but we were no longer able to see how Hatch was different from other e-commerce companies. We looked and felt like all the other sites out there.

Since the end of 2014 and early this year, we have committed to spending the next quarter setting up a strong foundation of who we are as a company, including the people who are the company, and building the design of that foundation. For the first time ever, we are thinking of building a brand. The process will be a design exercise as well as an exercise in strategy and marketing. Design, engineering, and strategy are all intertwined.



7.    In your talk, “Rise of Customization in Ecommerce,” you mentioned that you had effectively resisted pressure to vertically integrate coming from investors, noting that 90% of repeat purchases on your site were from a different product category. Clearly, you make data-driven decisions. In the age of Big Data, how do you determine what and how much information you need? How do you collect, analyze and ultimately utilize it in decision-making processes?

To be perfectly honest, I continue to grapple with these issues. Obviously, I do look at a lot of data. However, as mentioned, knowing who we are as a company and determining the pillars of our brand are pivotal for me as we go into 2015. This way, we do not run the risk of optimizing the data only to end up with a company that does not reflect our values. It may not even feel like it reflects your vision or philosophy. That balance is a tricky, delicate one. There is no point building a company reflecting an idea you have when customers are telling you it is not what they want. You cannot build a business that way. But if you totally abandon your beliefs and values, you end up with this one-size-fits all product that is neither highly useful to anyone nor something they can identify with, become attached to emotionally, and serve as an evangelist of. I cannot give a perfect answer to your question because I am still in the process of determining the right mix.



8.    How do you think being female has impacted your business? What are the benefits? The disadvantages?

That’s a very charged question. In a way, the benefits and the advantages are two edges of the same sword. There are far fewer female founders than male ones. I think the latest figures indicate that only 3% of venture-backed founders are female. On the one hand, I am a minority, so some venture firms will make an added effort to find me and other females.

My understanding of venture capital suggests the business relies heavily on pattern recognition. More specifically, the firms seem to look at the traits they have observed in past successes, using them to screen for pockets of possible future opportunity. Some of those traits are related to people, and some investors will look for founders with certain characteristics. Because most previous founders have been males, this pattern-recognition approach malfunctions when female founders appear.

Some articles suggest that investors are inclined to fund female founders who exhibit more male-like characteristics. I am sure that observation is partially true, but I have no complaints. We are lucky to have come this far. Occasionally, I have felt that being the only female in the room was a disadvantage. At times, I have received questions that a male would never be asked. For these reasons, I go to a VC meeting, I dress differently. I will never wear a skirt or a dress. I always wear my glasses. Everything I do broadcasts my business acumen and professionalism. I do this, in part, due to stories I have heard from other female founder friends about their experiences.

One plus is the tight culture among the female founder community in New York City. I have the opportunity to meet some incredible women who are starting and growing companies. We tend to be open about the good and bad, serving as a strong support network for one another. On my team at Hatch, I work with three females and three males.



9.    As you may know, start ups are relatively uncommon in risk-averse Asia, notably Japan. What recommendations would you give to young Japanese who aspire to become entrepreneurs, especially young women?

That’s a tough question because I think that bucking the culture climate in a country is difficult. Access to a strong support network could make the situation a bit better. My suggestion is that aspiring entrepreneurs find people doing what they would like to do, then stick to those people like glue. Offer to do unpaid internships. I did many of them in high school and college. Offer to shadow these entrepreneurs, even if doing so means spending the summer before you become a high-school junior fetching coffee for them. You will be amazed by how much you will be able to learn and absorb just by being around someone doing what you aspire to do.

In countries that do not have a strong appreciation for entrepreneurship, being part of a sub-culture that rewards and celebrates this enterprise makes a big difference regarding whether or not you are likely to start up a company. Furthermore, if you do take the risk, you will be more likely to stick with you your plan because you are surrounded by people struggling through the same journey as you.

2015年9月24日木曜日

2015-09-25 - Cultivating Your Mind's Sixth Sense is Wise






Nicholas Epley 
University of Chicago  Booth School of Business

John T. Keller Professor of Behavioral Science at the University of Chicago Booth School of Business, Dr. Epley has published over 50 scholarly in his field and written for the New York Times. He has been named a “professor to watch” by the Financial Times, is the winner of the 2008 Theoretical Innovation Prize from the Society for Personality and Social Psychology, and was awarded the 2011 Distinguished Scientific Award for Early Career Contribution to Psychology from the American Psychological Association. He teaches Managing in Organizations in the Booth MBA Program in addition to Ph.D. seminars on Social Psychology and Topics in Behavioral Science.





1. What motivated you to write your recent book Mindwise?

A couple of things motivated me. The big thing is that I have been doing research trying to understand how people understand each other for about the last two decades ever since entering graduate school. I reached a point in my career when I wondered whether there was something bigger I could do with the research that we had been conducting, making it of broader interest to a wider range of people than just the typical academic audience. I thought there was something bigger I could do with it, so I took on that challenge.

The great thing about being an academic is that you can really do the stuff that you want to do. If you one day decide that you want to make your research of broader interest than just to other academics, then you can give that a shot. That was the motivation. It wasn’t anything more pressing than wanting to take on another challenge from my perspective and also thinking that our field of psychology had some research findings that would be helpful to people. Those two factors together motivated me.


Follow-Up Question: Mindwise seems to have received quite a bit of acclaim. Were you surprised by this response?

It’s funny that you ask that question. An author’s perspective, discussed in the book, is very different from an observer’s perspective, as you can probably imagine. As an observer, you might have noticed that the book has been praised by some. I have been very happy with that praise. I have received some nice reviews by serious people who have reviewed it. I have been very happy with that. Of course, as an author, you are also very sensitive to the criticism that you receive. There is a little bit of that, too. I will read through a review that is generally very favorable, but contain one line that is not, and that is the line that I will remember. My experience of the reaction to my book has been a bit more humbling than you might imagine.




2. In your book, you introduce various works on our “sixth sense”—our ability to read people--,
    concluding we are not good at it. What do you think the root causes of this inability are? Why do
    you think increased awareness of our errors in judgment improves our sixth sense?

There are several components to that question. Let me take each one in turn. First, you mention that I think that we are not very good at this, that I make that argument in the book. Part of that is right, but the argument is actually more subtle than that. I would not say that we’re unable to understand each other. To varying degrees, every one of us on this planet has an ability that no other species has as far as we know. That is the ability to think about the minds of others, their intentions, their motives. It is the ability to communicate ideas to other people, to share our minds with others using very sophisticated language.

In general, we do this better than any other species on the planet. This is the reason why we are able to live in these enormous social collectives, where we cooperate and compete. We work together efficiently and smoothly in really complicated social settings. At a base level, we are generally pretty good at this. We are better than zero accuracy. But the main finding of research over and over is that we are far less than perfect, so there is plenty of room to improve our social understanding. Other people are the most complicated thing you will ever encounter in your entire life and you need to understand each other better.

The other finding that comes out of research over and over again is that however good we are at understanding each other, predicting what my wife wants for her birthday, for example, or what’s going on with my kids at school and how they are feeling today, we are not quite as good as we think we are. I think the main problem is not incompetence, not the inability to do this. It’s hubris, a lack of humility, thinking that we understand each other better than we actually do. What’s the root cause of this hubris? I think there are two main sources of error. We will focus on the reasons why we are not perfect. One broad class of errors comes from not engaging this ability when we should. It’s a little bit like any ability: You use it effectively when you try to use it. It’s a little like walking around with your eyes closed. You can see the world with your eyes open, but you can also close your eyes. Then, you do not use that sense.

Our sense about the minds of others works the same. We do not always turn it on when we should. The consequences of that are a little bit like when you close your eyes. You can’t really see what is in front of you. If you don’t engage with the mind of the other person, you can’t see it at all. You might sometimes conclude they do not have one. That is, you think of them as mindless. That creates a phenomenon we refer to as dehumanization. You are not engaged with the mind of the other person.

The other class of errors comes from the mistakes we make when we are actually trying to engage the mind of another person. Right now, for instance, I’m experiencing one of the central challenges that we all face as we behave like mind readers. I’m trying to communicate with you in an interview where I cannot see you. You’re not right here in front of me. You are on the other side of the planet! I know nothing about what you were doing earlier today. I know very little about your background. I’m trying to communicate something complicated to a mind that is fairly different from my own. That’s a challenge for us because one of the ways we understand other people is by using our own mind as a guide.

I am telling you about this book, which I know inside and out. I spent four years on every detail, thinking about the book, writing it and editing it before it was published. I know it every which way. That would lead me to conclude that the book is clearer to you than it actually is. Because it’s clear to me, I am likely to assume that it is clear to you. That represents the first challenge that we have in thinking about the minds of others. It’s called egocentrism, the assumption that people think the way we do.

The second challenge is that once we know more about someone, we apply stereotypes. I’m talking to you from Chicago. I’m American. You are talking to me from Tokyo, and you’re Japanese. There are stereotypes about what American and Japanese people are like that filter into our judgments of each other in ways that are not entirely inaccurate. For instance, when you learn something about another’s political beliefs, when you learn they are a liberal or conservative, that gives you some accuracy that is above chance levels [in reading their minds].

But the problem with these stereotypes is that they tend to focus on differences between groups rather than similarities. The stereotypes you have about an American are about qualities and attributes that make Americans different from other people, not what makes them the same. That can lead us to exaggerate differences between a group when, in fact, there are many similarities. We all love our kids. We all enjoy great food and interesting experiences. We all like to learn new things and have some sense of autonomy in our lives. There is a lot more similarity that comes from being a human being, but stereotypes tend to focus on differences, overlooking these similarities. Sometimes this tendency can lead us to imagine that differences between people are greater than they actually are.

In mindreading, for instance, there are very strong beliefs about the differences between men and women: Women are more socially sensitive than men. They are better able to understand others’ emotions and more sensitive to social cues. They are better able to keep track of what they want or think they need. There is some truth to this stereotype, but not a lot. The effect sizes are relatively small. They correspond to a correlation of about 0.2 as compared to no correlation at all, which would be 0. But if you ask people to predict the size of the effect of gender, they do not predict a difference of 0.2 but of about 0.8. That is, they exaggerate the differences between men and women hugely. You will find very popular books, international best sellers like Men are from Mars, Women are from Venus, which suggest that men and women are very different. In fact, those stereotypes tend to exaggerate the differences between the minds of men and women.

That last challenge in understanding the mind of another person is that once we know even more about a person, we can see their behavior over time the way I am around my graduate students. If you and I spend some time together, I come to know all about you. I see your behavior. Then, I use your behavior as a guide to what your thoughts are. The problem is that behavior can be misleading as well because we tend to take behavior at face value. We tend to overlook the context in which the behavior occurred, making it appear very different.

For instance, if you are trying to understand what I’m like as a person, how sociable, extraverted or outgoing, you might use my behavior in this interview as a guide. I’m pretty talkative, pretty chatty. I ramble on and on. The truth is that I am actually quite shy most of the time. You have me in a situation where my job is to talk because I am being interviewed by you. You ask me questions, and I respond. The problem with behavior is that it can be somewhat misleading because behavior is complicated to interpret. My behavior now is a function both of the kind of person I am as well as the context that I am in. Our understanding of each other tends to overlook the context, focusing too much on the behavior we observe. This tendency can lead to some mistakes.

To summarize, I think there are two main challenges that make it difficult to read others’ minds. One is that we don’t always turn on this ability to understand the minds of others when we should. Then, the processes we go through to understand each other can lead to systematic mistakes stemming from egocentrism, stereotyping, and relying too much on the person’s observable behavior.



3.  In Japan and other countries where high-context languages are common, individuals are even
     less inclined to clearly speak their minds. Furthermore, power distance seems to be much 
     greater. What suggestions would you make for increasing direct, transparent communications 
     in such organizations? What recommendations can you make for Westerners who must work 
     with Asians?

One thought that I have is that there are Japanese institutions that are exceptionally well known for facilitating open and honest communication with employees. For instance, I see the Skype image of you I have on my screen right now has the Toyota insignia behind it. Toyota has seven pillars in their management philosophy. One of them is this notion of kaizen, constant improvement. Toyota is a very interesting example. When they first came to the U.S., that is, first began moving their manufacturing to the U.S., their first plant was the N.U.M.M.I. joint venture with General Motors in Freemont, California at a plant that GM had closed two years prior. It had been the worst plant at GM at a time when GM was a disaster. They were really making bad cars. They had a large share of the American market, but they were essentially making junk, and everyone knew it. But the plant in Fremont was the worst in their entire line of vehicles. So GM shut it down.

Toyota wanted to come in and build a manufacturing base here in the United States. In exchange, GM thought they would get some technological innovations from Toyota. So they decided to re-open this plant in Fremont. The U.S. labor union—the UAW (United Auto-Workers) union leader Bruce Lee demanded that this new venture called N.U.M.M.I. (New United Motor Manufacturing Incorporated) hire back all of the executives from the General Motors plant. Toyota did not want to do that. GM did not want to it, but they had to.  And they ended up hiring back basically all of the workers that they had laid off—around 90% of them. These were all the same workers who had been at the worst plant General Motors had in its line.

Toyota Management, though, was based on a different philosophy from the American one. Toyota management fundamentally believed that people want to do a good job. They take pride in their work. They want to have some sense of respect about what they do. They want to have some sense of autonomy, some sense that their work matters. They wanted to have a sense of the sort that the nurse I spoke to on the train this morning was lacking in her job. GM management had a very different philosophy about what their employees were like that they had acquired over the years. That belief was that their employees were idiots who were just there for a pay check. Toyota management had this philosophy that people want to do a good job and that they would tell you how to do a better job if only you would listen to them.

Here was a case where the management had this philosophy that made them very open to feedback from their employees, a philosophy that runs contrary to the cultural stereotype that you just described though it may be true in lots of other social settings in both the U.S. and Japan. Here in GM was a plant that wanted to hear nothing from their employees. Management did not care at all what their employees thought about their jobs. Management just thought of employees as cogs in a machine. “Just sit down there in the assembly line, and do your job!”

Toyota management came in and said, “We care about what our employees think and believe, and we’re going to tell them we think they know how to do their jobs better. And we are going to give them the ability to tell us how to create a better plant.” Management communicated this belief to their employees. Management went down to the factory floor, something GM employees said they had never, ever seen. Toyota management was there all of the time. Toyota also installed a device, the Andon cord, which has since become famous. It’s a cord that employees could pull to stop the line. The cord did not stop the line on the first pull, but on the second. Employees pulled this cord when they noticed something that could be improved, something that could become a problem. This environment, this world that Toyota had created for the employees, was driven by management’s belief in kaizen, and the recognition that their employees are human beings who care about doing a good job. Employees will tell you how to do their job better if you just enable them to tell you.

The success of this JV is rather astonishing. Within a year of reopening this plant, which had been the worst in the line producing more defects than any other; with ridiculous absenteeism rates, drugs, sex, everything you could imagine that could reduce productivity, became the best plant in the GM line. Working with the very same management under a different philosophy and environment, they now had the fewest defects and very low absenteeism. Employees took great pride in their work. Industry analysts calculated that the old factory line would have to be manned by 50% more employees to produce the same kind of output being produced at the NUMMI plant, and that output would be full of defects.

I think there is a valuable lesson here. Regardless of the place they happen to be, management around the world can facilitate open dialogue. As a manager or leader, if you recognize your employees are human beings, they are trying to do the best jobs they can, they probably know more about their job than you do as a leader or manager, and if you maintain a sense of humility—the belief there are some things you don’t know—that becomes the starting part for creating a space where employees can tell you what they think. Wherever you are on the planet, if you keep this Toyota example in mind, you will know what you have to do to enable employees to speak their minds.

On the employee side, this is more of a challenge. Here, you are trying to influence someone over whom you really do not have any formal influence. So you need to find opportunities for open dialogue wherever you can. I don’t have any insights into where your readers will find those openings. But individuals probably can see times when they can bring up something they would want to talk about. They need to think about where these opportunities are and how to use them. The advice that I would give for using those opportunities to foster open dialogue are twofold. One is to recognize that you are probably talking about some issue that’s not a reality. If you are unsatisfied in your job, or you think that you are underpaid, what you are talking about is a matter of perceptions, which can differ between employees and employers. So you need to approach the process with a humble attitude.

The other thing that helps in difficult conversations is to focus on the future more so than on the present. Let’s say you are having trouble with your spouse right now, and you are trying to figure out how to have that conversation. That’s a difficult conversation to have. It’s difficult to express your mind, and it’s difficult to get your partner to express his or her mind in this context because you get defensiveness. The standard approach is to talk about what’s happening in the relationship right now or focus on what has happened in the relationship in the past. Doing that is a way to make people really defensive.

A way to take some of the edge of that defensiveness is not to talk about the past or present, but rather to open the dialogue by talking about the future. You can go to your spouse and say, “Look. I have committed to being with you for the rest of my life. That means I want us to have the best marriage that we possibly can for the next twenty, thirty, or forty years until death do us part. I want to help us have that kind of marriage going forward. I am not worried about where things are right now. I want us to think about how we can develop the best marriage possible over the next five to ten years.” Because you both want that, I think starting out that way, trying to focus on things down the road, might help you to talk about difficult things in the present.

You can do this in your firm, too. You can tell your boss, “Look. I want to be in this job for the long haul. I think this is a great place for me to work. I would like to be able to excel in my job over the years, and I really want to figure out how to best do that. I’m worried that I may not be doing that to my maximum ability right now. Here’s where I am right now. Here is where I would like for both of us to be two years down the road. Can you and I come up with a development plan for getting there? Opening the conversation by focusing on the future can open dialogue because people do not get defensive about the future. It hasn’t happened yet. It’s easy to align perspectives about the future. Both you and your boss want you to succeed over the next two years. You are on the same page.



4.  In your New York Times article, you refer to framing effects to explain how a greater 
     percentage of a tax refund is typically spent when described as a tax bonus rather than a rebate.
    In what situations in companies are framing effects likely? Can you give a few concrete 
    examples?

Let me give an example of a framing effect from our research that is close to your (upcoming) question on the recent increase in the Japanese consumption tax. That was some research that we did a few years ago, where we were looking at how people handle or spend money when it’s described in different ways. This may seem like an odd place to go to study this kind of behavior, because money, after all, is money. But it turns out that people don’t treat all money as the same interestingly. Framing is simply a difference that you get in behavior or in how people treat or evaluate some stimulus or object depending on how it’s described. A credit-card tax and a credit-card surcharge might be the same thing, but tax and surcharge sound different. The government can give money back to citizens at the end of the year in ways intended to stimulate the economy. That is what our government was trying to do a few years ago. They can give that money out in a few different ways. They can describe it, for instance, as a tax rebate. That is, they are giving taxes you have already paid back to you. Or they could describe the money as a bonus.

Both of these things are objectively true. Neither of these descriptions is truer than the other. The government is giving you money back. That’s a bonus. They are taking it out of tax paid so it could be called a refund. Both are money, and a dollar is a dollar, just the way a yen is a yen, and a euro a euro. The money is the same no matter how you describe it. But changing the name changes how people think about it. What we found in our experiments is that people were much more likely to spend the money when we referred to it as a bonus rather than a rebate. The reason is that when I give you a rebate, the way that you understand that or interpret or construe that money is as money that you are getting back.

It’s as if I walked up to you on the street, tapped you on the shoulder, and said, “Here’s money I found on the street. It looks as if you dropped it out of your wallet.” I could also walk up to you and say, “Here’s some money. I just found it on the street, and I thought you might like to have it.” In both cases you are richer by the amount of money I gave you, but in one case, you probably don’t feel like you’re richer. I just returned money that you already had. You do not have any additional money in your bank account than you did in some objective sense.

In the other case, when I give you money that described as a bonus, it feels like you somehow received money that you did not have before. Again, you are richer by the same amount in both cases. But psychologically, it feels different. If you have extra money, you are more likely to spend it than if you don’t feel like you have extra money. In our experiments, we found that when we described the money as a bonus, participants were much more likely to spend it than when we described that money as a rebate. In fact, they were eight times more likely to spend it. These framing effects were some of the largest I have ever seen. People saved the rebate, but they spent the bonus money.

That’s an example of a framing effect. Framing effects can come up almost anywhere. You can talk about the number of lives that a policy will save as opposed to the number of lives that would be lost without it. In terms of calories, a big deal in the United States, where people want to eat healthier, you can describe the meat that you eat as 80% lean versus 20% fat. Both of those descriptions are the same, but you will eat the meat described as 80% lean, and not the meat described as 20% fat. You are describing the exact same objective reality, but the descriptions conjure very different images. Framing effects like these are greatest when there is some uncertainty or ambiguity in the stimulus that you are evaluating. Is this meat that you are eating healthy? Well, we can’t be too sure. It depends on how you describe it. If you describe it as 80% lean, it sounds healthier than when you describe it as 20% fat.

If something is very concrete, it’s very clear what the truth of the matter is. In these cases, framing effects do not appear very much. But you find that there are situations where there is some ambiguity. Those cases are actually very common. You can see how common it is in our studies when we take money, which is arguably the most objective thing of all that you could evaluate. A dollar is a dollar, a yen a yen, a euro a euro. They are all the same. They are objective values. The way I describe the money is not going to effect the amount that you have: If I give you $50 or fifty yen or whatever you can tell me how much it is. But the decision about whether you are going to spend that money is ambiguous. That is where you will see framing effects.



5. As you may know, the Japanese government recently raised the consumption (sales) tax from 
    5% to 8% after many years at the former level, with planned increases in the near future. If you 
    were a consultant for the government, how would you suggest they refer to the tax or explain it 
    in order to achieve their ultimately goal of stimulating the economy overall?

Referring to the consumption tax, are you wondering how you can change people’s feelings about it? Is that kind of the idea?


Follow-Up Question: Is there a way of applying your research on framing effects to help the Japanese government better sell the tax to the Japanese people, making it possible for the former to achieve their conflicting goals of increasing state revenue while simultaneously stimulating the economy?

Most of my advice will be very context sensitive, so your wisdom will be important here. If I were a policy maker, what I would consider doing is based on our research in the U.S. These were government programs. Both in 2001 and again in 2006, the Bush Administration gave rebates to U.S. citizens, hoping they would spend that money, thereby stimulating the economy. The programs were intended as an economic stimulus package. They were based on the simple philosophy that people will spend money if they have it. The government is giving people money to spend. The problem was that they described the program to people as a tax rebate. That term did not give anyone the sense that they had more money. It was like getting money back. The program was not presented to U.S. citizens in a way that enticed them to spend with patriotic abandon. In fact, people saved this money. Depending on which rebates you look at and how you interpret the figures, people saved about 80% of the money at a time when the savings rate was actually negative. On average, people where spending more money than they were earning at the time.

If I had been a policy maker at that time, I would have thought about different ways of distributing that money that would encourage more consumption. The government could have appealed to Americans’ patriotism. They could have had “Economic Upturn Weekends,” where you encourage people to bring in their tax bonus checks to stimulate the American economy. You could easily have gotten marketers on this case. They think about these types of issues all the time. Marketers could have made it possible for policy makers to present their programs in a way that would encourage some degree of nationalism, some sense that the money they are giving the people is intended for spending. “Make America better by spending this money in a particular way.”

This question about the consumption tax is in Japan is really a question for people familiar with the context to think through. Can we describe this consumption tax in a way that will appeal to Japanese consumers’ pride and encourage them to stimulate the economy? “This tax it not meant to hurt you. It is meant to help all of us.” I certainly would not call it a consumption tax. I might call it, the “Rising Japan Plan.” Even the simple description “Stimulus Plan” might be sufficient.



6. You have co-authored several studies on anthropomorphism. Can you explain the meaning of 
    this word using some concrete examples?

Anthropomorphism is simply attributing human-like characteristics to non-human agents. Most often, what that means psychologically is attributing a human-like mind to one of these agents. If you ask people on the street the defining feature of humans —what makes them different from chimpanzees or dogs, from cats or trees—people will not likely tell you, “Two arms, “ or “Two legs.” They will not mention parts of the body. Instead, they will tell you things about the human mind. We can think. We are better able to feel. We have more sophisticated tastes and preferences. We can reason. This thinking goes back to Jeremy Bentham and Emmanuel Kant, philosophers who made the very same kinds of arguments.

When we study anthropomorphism, the way we define it is as attributing a human-like mind to a non-human agent. For instance, thinking that your car is able to think. That it’s intelligent, that it can sense what is occurring around it. These are all instances of anthropomorphism. We have done some recently-published research funded by General Motors here in the U.S. Adam Waytz , Joy Heafner and I completed the research together. We looked at the consequences of anthropomorphizing these autonomous vehicles for people’s trust in them. This is a challenging case for engineers to handle. You have a car that drives itself, but you have to get willing users behind the wheel. That’s a real challenge, not an engineering challenge, but a psychological one. You have to get people to trust this thing.

We conducted some experiments where we had some people behind the wheel. These were not real autonomous vehicles. They were simulators. But they were real enough that when we get people in the simulator to have an accident, they can be very traumatized. The simulator was a very real, immersive device. In the experiment, we put people in three different conditions. In one condition, they drove the autonomous vehicle as they would a regular car. They controlled the steering and breaking and the like. In another condition, they drove the autonomous vehicle. They would turn on the features, and the car would drive itself.

In the third condition, the anthropomorphic one, we added some features that we thought would enable drivers to anthropomorphize the vehicle. That is, we added features that would make them believe it was thoughtful and intelligent, and able to do things with a plan. Planning is a mental capacity, something that our minds do. We felt the features would lead participants to believe that the autonomous vehicle could control its behavior. We gave the car a name like Iris. We gave it a human voice that could talk to the driver. This enabled real interaction. In other experiments, we find that a person’s voice is really essential in recognizing that the person has a mind. If I can hear you speaking, even if it’s the exact same content, I judge you to be more thoughtful, more reasonable, more rational than if I had just read the content of your voice. The voice is the essential feature. The car talks to you in a real human voice with intonation and pitch variance. These factors are critical to communicating the presence of mind.
We found when we give a car a voice, a real voice, as opposed to a flat, computerized one, people trust that vehicle more. They feel safer. They’re more relaxed while driving it, particularly when they are involved in a stressful event like an accident.

In this experiment, everyone got into an accident at the end. To ensure that everyone had the same accident, we had to manufacture it. We had to make sure they had been hit by another vehicle. The accident was another driver’s fault. Subjecting all participants to the same accident ensured experimental control. We asked the people how much they blamed the car, the engineers who designed the car. We found that when people anthropomorphize the vehicle, when they regarded it as more thoughtful and intelligent, better able to sense what was around it and plan, they also tended to blame the car the least. If your car is thoughtful, if it can think and feel, if it gets into an accident caused by another person, it’s clearly the other’s fault, not yours. We found that when we anthropomorphed the car, people treated it as more human. They regarded it as more intelligent.

We think that is one of many kinds of implications of anthropomorphizing technology. The late Clifford Nass, formerly a researcher in computer science at Stanford, studied this phenomenon for many years. He wrote a great book titled The Man Who Talked to His Laptop. I recommend that your audience take a look at the book if they are really interested in the topic. He described a lot of interesting, related consequences of anthropomorphism. I think it important for engineers to recognize that when people are interacting with their technology, they are interacting with it based on some model they have about how the interaction should occur. One of the easiest models to adopt or use is a human-like one. We spend lots of time interacting with other people. If you anthropomorphize technology, then you get the same types of consequences that you have when you see people interact. Engineers certainly need to keep this fact in mind.



7. According to a web article I recently read, you were an offensive lineman on your college     
    football team (and suffered a broken nose during your first game). Reflecting on your 
   experience as an athlete, can you think of how your Mindwise theories might apply in other 
   arenas like competitive sports, especially ones such as tennis, boxing and others where 
   individuals compete one to one?

Sports are a great example of why mind reading is essential for success in competition. On the football field when I was playing, if I knew what my other players were planning to do, and if I knew what the opposing team was planning to do perfectly, we would have won every game. Certainly, there is a skill component. Even if I know what you plan to do, if I do not have the talent to anticipate your actions and counter them, I am not going to win. If I were playing basketball against one of the greatest players in the world, I would still lose even if I knew exactly what he is going to do. But in most sports, skill is actually relatively well managed.

The competitive advantage derives from other attributes, like the ability to anticipate what a player is going to do before he or she does it. That’s a case where the importance of being able to understand the other side’s mind is clear and obvious. I think lots of sports teams spend time trying to figure that out. “Can I read my opponent better?” This skill is less obvious in sports. People think less about it in other domains with very much the same attributes as competitive sports. Negotiations, where you are really trying to maximize value not only for your side, but also for the other side as well, are a good example. Mind reading is every bit as essential in these domains as in sports.


Follow-Up Question: Due to the influence of behavioral economics, do you think more MBA students in the United States take psychological aspects of business more seriously rather than focusing exclusively on number crunching?

The field of psychology is going through a really interesting period right now. Behavioral economics is not really about economics but about psychology applied to economics. Either economists are trying to incorporate psychology into their work, or psychologists are interested in economic problems. It’s a really interesting interdisciplinary effort. Here in the U.S., more and more MBA classes on behavioral economics are being offered. There are some widely read books on the topic, too. Daniel Kahneman’s book, Thinking Fast, and Slow, for example, is doing exceptionally well. My colleague Rick Thaler’s book Nudge with Cass Sunstein is also popular.


Behavior economics is having some real impact on people’s lives. Particularly in the U.K., where these ideas have been adopted most extensively, government interventions are being made. In the United States, I think students are beginning to take behavioral economics more seriously because they are likely to be seeing the impact it is having on the world more clearly. The proof is still in the pudding for us, though. We still need to do more work in the field to show the real impact of this approach to understanding people. I think that this is less of a problem in the interpersonal world. Psychology has always been front and center when thinking about leadership and management issues in the corporate world, too. But in the realm of public policy, psychology is just coming to the fore, so I can’t tell you how much impact it is going to have or how much MBA students are going to appreciate it in the long run. That story is still unfolding. 




This is my recent Kindle book with colleague Dr. Yuzo Sugimoto. It presents real English dialogues introducing American culture with supplemental usage problems for standardized test preparation. 


2015年8月25日火曜日

2015-08-25 Econometric Modeling as a Strategic Weapon








Dr. Michael Sinkinson of the University of Pennsylvania (Wharton School)


Econometric Modeling as a Strategic Weapon

An Assistant Professor of Business Economics and Public Policy at the University of Pennsylvania, Michael Sinkinson specializes in Applied Microeconomics and Industrial Organization. He has researched market structure in the media, technology, and telecommunications industries, publishing work in leading journals like The American Economic Review. An outstanding teacher as well as research, Dr. Sinkinson was listed among the best 40 business school professors in the 2014 Poets & Quants rankings. Dr. Sinkinson received his Ph.D. in Business Economics from Harvard University.



1.   You have conducted several studies of the effects of printed newspapers on politics. Why does this field of inquiry interest you? To what other areas have you applied econometric analysis? What areas of U.S. government policy do you feel could benefit from more extensive and / or rigorous use of such analysis?

I find newspapers and the media really interesting because they cut across everything. Media is about information. With poor or biased information, no government, firm, or individual can make the right decision. For this reason, I find that media is central to everything. For example, some coauthors and I looked at the effect of media on politics. We looked at how newspapers compete, how they choose the types of viewpoints they represent in the market. We also looked at the impacts of newspapers on political outcomes. For example, we actually showed that when more newspapers are being read in a market, more people are actually participating in the political process. If you think democracy is a good system, that is a big deal. Right away, you see that the news media are important because of their informational value.  I think media is fascinating; it touches everything. That’s one area of interest where I have done research over time.

I’ve also looked at other areas. I would describe my research agenda as looking at areas of non-price competition in the fields of technology, media, and telecom. What I mean by non-price competition is that I kind of assume that firms get prices right:  the prices that clear the market. That is going to happen given a set of products. So then the relevant question is, “What is the set of products that go to market?” Taking the case of newspapers, they would think about the viewpoint they will represent. What are they going to choose as the characteristics of their paper?

In telecom, I conducted a study looking at exclusive contracts. Wireless companies sign exclusive contracts with different hand-set manufacturers. They choose to make products available only from certain carriers. This is a form of non-price competition. Prices will then be set in the market to rationalize that competition, but why do some manufacturers only use some carriers? For example, why did Apple not offer their hand set to other carriers? When Apple launched the iPhone in the U.S., it was available only from AT&T. This same situation applies in Japan, as well. Softbank was the exclusive provider for a long time there. This is another form of non-price competition.

A more recent project is on advertising, another important form of non-price competition. In the U.S., prescription drugs are advertised on television. Few countries allow this form of advertising, a very American phenomenon. This is a form of non-price competition:  companies compete against their rivals by making information available directly to consumers through TV ads. I wanted to understand the effect of this form of non-price competition, which is a great area in terms of policy analysis. We are finding that the ads generate a positive spillover, a positive externality in economic parlance: Consumers who see ads about drugs go to physicians to consult with their doctors about health problems. By doing so, they enjoy benefits that were not necessarily intended by the pharmaceutical company that ran the ads.

In regard to your question about what areas of policy would benefit from more economic analysis, I would say that this area of externalities is a big one. What I mean, specifically, is lots of things firms do create positive spillovers. Society should encourage companies to do this more. The area is a difficult one to quantify, but a great opportunity for the application of economic research to policy. For example, the U.S. government is currently debating whether or not to extend the research and development tax credit. For a long time, economists have argued that the credit should be made permanent because we feel that R&D has a positive spillover on society. This area has a tendency to become politicized quickly, but the area is one were economists can provide research on the right level of subsidies to generate desired spillovers.



2.   Can you give us an overview you of your research on pricing and entry incentives with exclusive contracts using data from smart phones? What motivated the research? To what extent can the results be applied to other industries? To other countries like Japan?

In 2007, when Apple launched the iPhone in the U.S., AT&T was the exclusive provider. I wanted an iPhone, but Verizon was my service provider. To get an iPhone, I had to switch carriers. Because AT&T had terrible service, I could not receive phone calls in my office. The quality was terrible, too. I began to think, “This makes no sense? A, Why would Apple make the iPhone available only through one carrier, and B, why would they choose a carrier that did not even provide a reliable signal?” My iPhone had become an expensive answering machine. It did nothing but collect messages. This frustration prompted me to reflect on the theory behind why Apple would sign an exclusive contract with AT&T, leading to a piece of research that shows something interesting. If all carriers offered hand-sets from all manufacturers, the only differentiation would be the service carriers offer. That would be good for consumers because you get perfect competition. If you have an exclusive contract, you can obviously charge a bit more; you are not competing against a bundle from another carrier with the same handset. Not only can I raise the price of an iPhone that is exclusive, but as a second-level effect, all other carriers can raise the prices on their handsets—even the Blackberries. The whole industry benefits. My research showed that this effect could be very large. I collected data from wireless carriers to show just how large.

Along the way, I made an additional discovery. I learned which provider would be willing to pay the most for exclusivity. Why did AT&T, and not Verizon, the largest carrier, pay more? When you work out the theory, you realize that the second-best or biggest in the industry can has a lot more to lose if the leading competitor lands the exclusive contract. In the U.S., Verizon has a very strong network. They were not going to lose much if they did not get the iPhone. Because AT&T had a weaker network, they would have been really hurt had Verizon offered the iPhone. For this reason, AT&T was willing to pay a lot.

Analogizing to Japan, NTT Docomo was the largest carrier. Softbank purchased Vodafone’s wireless network. In some sense, Softbank was the insurgent. If the iPhone had been exclusive to NTT, Softbank would have been in trouble. They would have had no way to compete. So Softbank was willing to pay a lot to have an exclusive iPhone contract. It gave them a way to differentiate their product from NTT. If you survey world markets, you realize that Apple used a similar strategy in just about all of them. In China, Apple launched with the second largest carrier, and in other countries too, they launched with the second-best rival because those companies were willing to pay the most.

I studied this effect in the context of telecom, but other economists are studying the effect in other industries. The same problem applies to video game systems. There, the problem is more complicated because you might purchase ten different games when you buy an X-Box. The ratio changes in this case. It is no longer one-to-one as in the case of handsets and wireless carriers. Researchers have looked at exclusive video games for different platforms. If you think about what Netflix, Hulu, and Amazon are doing right now with exclusive content, the idea is the same. Netflix is trying to differentiate itself from rivals by featuring exclusive content. This move really changes the dynamic of the market.



3.   As I am sure you know, the Japanese Prime Minister Shinzo Abe has introduced major macroeconomic reforms under the rubric of Abenomics. Based on your expertise in microeconomics, can you make recommendations to specific industries like mobile telecom and consumer electronics for increasing their global competitiveness, thereby intensifying the effect of macroeconomic reforms already in place?

I need to caveat that international trade and macroeconomics are not my forte. The policy gave incentives to companies to modernize, to invest. I think this is a good thing. Realistically, with industries like consumer electronics and telecom, the market is global. In the end, the winners are going to be the most efficient, highest-quality producers. I think one of your other questions relates to protectionist policies, bailouts, and the like. Firms need to be competitive. Creating incentives to invest in equipment are effective in the long run, so I do think the policies will be good for firms. Firms need to be given the correct incentives to ensure that they will survive the shakeout and still be around in ten or twenty years.



4.   As internet technologies evolve and improve, more traditional newspaper and magazine publishing companies are having difficulties surviving. Even the Washington Post has been acquired by Amazon founder Jeff Bezos, as I am sure you know. What are your suggestions for helping print-media companies survive in the current era of technology-driven turbulence?

The reality is that these companies may not survive in their current form. Historically, printed media had geographic protections. In general, you were isolated in your own market. If you were a newspaper in Cleveland, Ohio, you were exposed to competition from other newspapers in the area. The first hint that the climate was changing was the cable news channels. All of  a sudden, the papers and television stations in Cleveland catering to local tastes had to compete with cable news channels broadcasting news from all over the country. Local viewers began switching to channels and stations that offered content better tailored to their interests.

The internet has taken this trend to the limit. Now, every view point is accessible. Regardless of your tastes or interests, you can find a blog or other information sources that cater to you. Catering to a local market is now difficult to do as a result. Different people in Cleveland want different content in their news. Blogs or other online media that cater to a particular taste are going to scoop up readers sharing that taste in all local markets. These media will cobble together a base, leavening most of the print media out in the cold. The few papers like The New York Times and Wall Street Journal that have become successful achieve this success by A, becoming national to solve the geography problem and B, offering very high quality. They are able to attract high-end readers willing to pay a premium for a high-quality product. This strategy is not useful for a local paper in Cleveland, Ohio.

If you look at what is happening right now, there are a few choices. Some papers are becoming online outlets. The Seattle Post-Intelligencer has shut down print operations to become an online news outlet. Sounds good, but they had to cut down their newsroom considerably, as well. When you do that, you become a fundamentally different publication, something that could be bad for consumers. Because journalists provide a public good, exposing scandals, for example, this progression is not necessarily a good one. But in terms of a business model, it is one of only a few choices. The old business model just does not work anymore. Going forward, a lot of traditional newspapers may not survive.

The only other option to going online is to become ultra-local, something the San Diego newspaper is trying to do. They are sending journalists into neighborhoods to report on everything. Ultra-local content is another strategy. The San Diego paper is trying it out, but I do not know if they are sure that it will work. We are definitely going to see new business models emerge because even ones from ten years ago are no longer viable.



5.   You once quipped, "If I weren't a B-school professor, I would be an entrepreneur." What attracts you to entrepreneurship? Have you done research in this field? What did you learn about entrepreneurship from your part-time work as a bartender during graduate school?

Let me start with your question about why I am attracted to entrepreneurship. What I like about it and academic work as a professor is the freedom to pursue your interests. For better and worse, you are your own boss. Like your failures, your successes are your own. I like that personal freedom and responsibility to pursue whatever I like to do. Academia is ideal for people like me. If I think a question is interesting, like why I can not get an iPhone from Verizon, I can explore the question, research it. This attribute that attracts me to academia also applies to entrepreneurship. In this sense, I think the two fields are actually related. In academia, you are an entrepreneur:  You have kind of your own brand, and you are judged by your own work. If you do not perform well, you will not be tenured. Academia is like being an entrepreneur with a bit more of a safety net. This similarity to academia is the reason why I think I would be drawn to entrepreneurship.

To answer your question about what I learned as a bartender, one, being on the front lines, I gained a lot of direct experiences with the problems and challenges of the business. It was a great way to understand the market and industry and an opportunity to learn how to solve problems. As I bartender, I saw all kinds of problems. Because owners and managers may not see them, you have to be the problem solver all of the time. If you really want to make money as an entrepreneur, you should find a problem that no one has solved, and solve it. This is one lesson I learned from being a bartender. I also learned that I did not want to be a bartender for the rest of my life. The experience motivated me to work hard to further my education so I did not have to be a bartender forever.



6.   Students have noted that you have never been asked a question that you have been unable to answer in considerable detail. How did you acquire this extensive knowledge at such a young age? What are your suggestions for young scholars and business professionals on dealing with information overload and increasing their retention of useful knowledge?

People who have a strong curiosity about the world tend to be drawn to academia and teaching. They love learning. For these people, it is a life-long pursuit. I am glad that students feel that I possess this curiosity, because it is an aspiration.

Retaining information is a challenge. I sometimes have difficulty getting work done due to information overload. I am constantly being bombarded with emails. For me, the answer was the decision to block off days. I do not hold meetings, I do not respond to emails on these days or check emails frequently, either. I just focus on my research. I go to a white board, and I focus. For some people, the act of putting down their phone seems unnatural. But I think that it is important to do so, especially if you want to solve difficult or complex problems. You cannot be distracted every five to ten minutes.

I am also a morning person. During the semester when I am teaching, I usually awake at 5:30 am. Because I teach my first class at 9 am, I have a few hours. Due to the early time, no one is emailing me or knocking on my door. No one is calling me, either. My office is quiet, allowing me to concentrate. I can ensure that my lectures are well prepared. These morning hours when no one is trying to contact me are the best time to work. I need time during the day and the week when I am not being bombarded to think and solve some problems.



7.   In the review written about you in Poets & Quants, where you are listed as one of the best 40 best business-school professors under 40, you explained that teaching has been a life-long interest. What aspects of teaching do you enjoy? What have you learned from your students? What aspects of teaching do you find tedious or displeasurable?

I enjoy interacting with highly engaged, intelligent students. At Wharton, I teach three classes a year to roughly 200 students. All sharp, they do not let me get away with anything. To really teach a topic, you must first master it completely. Hearkening back to your previous question about my detailed knowledge of a broad range of topics, I enjoy learning a subject in detail so that even when intelligent people challenge me, I know the answer. I know that I am right. And I can explain the answer perfectly. Mastering a topic at the level is a thrill for me. I love it. The students here hold me to task. They are paying customers who want a good product. They push me to know the topics I teach cold.

I learn lots from my students. Hearing them talk about the problems they face in the real world, in their work environment, is useful, especially since the students are so diverse. Some have been in the military, others in industry—all sorts of industries. We have students who are or have been professional athletes. They are involved in all sorts of different activities. Listening to them apply economic principles to their experiences is fantastic. I often receive emails from students discussing these applications: “I saw a great soccer game showing what you explained about game theory. Here you go.” Their experiences benefit future classes because those experiences become examples I use in future classes. I view the whole educational process as a virtuous cycle:  I learn from the students who learn from me.

Because the students are from diverse backgrounds, teaching them is also challenging. Some students majored in economics as undergraduates. Others have never previously studied the subject. Yet I have to craft lectures that are interesting and engaging for students across this continuum. This requirement challenges me, and sometimes worries me, in part because students have different preferences. Some want only global examples whereas others prefer U.S. ones. Some students want heavy theory and mathematics; others would prefer none. Designing interesting, engaging lecturers balancing these different needs and preferences is challenging.



8.   Many scholars write books to share their research results and ideas with broader readership. Do you plan to pen a book in the not-too-distant future? If so, please tell us about it.

To be perfectly honest, I have a ten-year research agenda ahead of me that I need to complete first. At this point in my career, starting a book does not make any sense. I might also add that I would only write one if I had something I felt were important enough to write about, ideas that would have an impact on government and industries. I have seen people rush to write books, but I would only do so if I felt I could make a contribution, helping governments set better policies. Publishing a book is not high on my list of current priorities, but if you ask me again in ten years, I might respond differently.



9.   How would you evaluate behavioral economics? To what extent are you interested in incorporating psychological theories into your own research?

Behavioral economics has been popular for the last ten years or so, and there have been a variety of advances. I think behavioral economics is interesting as a field. The challenge lies in the lack of a model. We do not yet have a good model, a comprehensive theory of all the individual differences. The lack of a model makes it frustrating for me to work with behavioral economics from a research perspective. I often joke that this is the reason I like to study firms:  They tend to be more rational. For this reason, doing research on them is easier than on people.

However, behavioral economic issues are relevant for managers. My students often make comments like, “I may not be perfectly rational, so why would I make that choice?” However, I have only done about half a lecture on this still-young field for my students because I spend most of the time discussing the rational economic behavior of firms. I think behavioral economics is important, useful, and interesting, but it’s not my area. I am hoping that other sharp researchers develop a unified theory of behavior economics soon. It would become a great toolbox for future research. Currently, the conclusion of behavioral economics seems to be “we are not all rational.”



This is my recent Kindle book with colleague Dr. Yuzo Sugimoto. It presents real English dialogues introducing American culture with supplemental usage problems for standardized test preparation.