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August 28, 2018

Professorship in Management at UC San Diego

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JUDGMENT AND DECISION MAKING RESEARCHERS ENCOURAGED TO APPLY

Decision Science News is a fan of the management group at UCSD and encourages readers to apply for this position.

Job posting link

Recruitment Period
Open date: September 13th, 2018
Next review date: October 15th, 2018. Apply by this date to ensure full consideration by the committee.
Final date: May 31st, 2019. Applications will continue to be accepted until this date, but those received after the review date will only be considered if the position has not yet been filled.

The Rady School of Management (http://rady.ucsd.edu) at UC San Diego is committed to academic excellence and diversity within the faculty, staff, and student body. The Rady School invites applications for one or more open-rank faculty positions at the assistant professor level (tenure-track) in the area of Management. Candidates must have a Ph.D. or be working toward completion of a Ph.D. by the start date of the new academic year (July 2019). Preference will be given to candidates whose research interests include judgment and decision-making, social psychology, organizational behavior, or people analytics. The School seeks candidates whose research, teaching, and/or service has prepared them to contribute to our commitment to diversity and inclusion in higher education.

Salary and appointment level are dependent on experience and based on University of California pay scales. The position is expected to have a start date of July 1, 2019.
Applicants are asked to submit a detailed vita, statement of research, statement on diversity, relevant research papers, and 3-5 reference letters via our on-line submission web site: https://apol-recruit.ucsd.edu/apply/JPF01861.

The application should include: a detailed curriculum vita, a statement of research with relevant publications, and a diversity statement summarizing their contribution, or potential for contribution, to diversity and leadership. The diversity statement should summarize past experience in activities that promote diversity and inclusion and/or plans to make future contributions. Further information about the required diversity statement can be found at http://facultyexcellence.ucsd.edu/c2d/index.html.

Review of applications begins October 15, 2018, and continues until position(s) are filled. For applicants interested in spousal/partner employment, please visit the UCSD Partner Opportunities Program web site: https://aps.ucsd.edu/services/pop/index.html. UCSD is an affirmative action/equal opportunity employer with a strong institutional commitment to excellence and diversity (http://diversity.ucsd.edu).

August 21, 2018

Job Posting: Director of University of Arizona’s Norton School of Family and Consumer Sciences

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VISIONARY, ENTREPRENEURIAL LEADER SOUGHT

Application Link
https://uacareers.com/postings/30073

Position Summary
The University of Arizona (UA) seeks an energetic, visionary and entrepreneurial leader to be the next director of the Norton School of Family and Consumer Sciences (http://cals.arizona.edu/fcs/). Reporting to the director, the school has three academic degree programs: Family Studies and Human Development (FSHD), Personal and Family Financial Planning (PFFP), and Retailing and Consumer Sciences (RCSC) with nearly 1,000 undergraduate pre-majors/majors; and three multidisciplinary research, outreach, and corporate engagement units: the Frances McClelland Institute for Children, Youth, and Families; the Terry J. Lundgren Center for Retailing; and the Take Charge America Institute for Consumer Financial Education and Research; as well as FCS Cooperative Extension. These supporting units play key roles in translating research into practice while also attracting financial and strategic partners and resources to the University.

The Norton School’s mission is to conduct transformational research, teaching and outreach that helps to solve social problems, improve the lives of individuals and families, and strengthen communities and the marketplace. Our approach is applied and interdisciplinary, grounded in the science of human behavior. Faculty and students routinely collaborate with both internal colleagues (interdisciplinary, across campus) and external community and industry partners. Community engagement is a core strength that builds our knowledge base and guides translation of research insights into solutions for practical problems, especially through Cooperative Extension and the school’s center/institutes.

The Norton School aspires to national and international recognition as a thought leader for both scholarship (generation of new knowledge) and application of research knowledge to strengthen individuals, families, communities and the marketplace to improve quality of life. The Norton School Director must also share the faculty’s aspiration to national prominence for their transformational degree programs that infuse research into the classroom and utilize experiential learning to train students for leadership roles in their fields.

The University of Arizona is a leading public university, with regional roots and global impact. As the state’s land-grant institution, the University of Arizona is a student-centered Research I institution. The University of Arizona provides a comprehensive, high quality education that engages our students in discovery through interdisciplinary research and broad-based scholarship, serving the diverse citizens of Arizona and beyond. We empower our graduates to lead in solving complex societal problems. To its 43,000 students the UA offers more than 300 graduate and undergraduate degrees. The campus is located in Tucson, a city of nearly 1 million people (100 miles south of Phoenix and 50 miles north of Mexico). The UA has been designated an Hispanic Serving Institution (HSI), the only public university in the state with this designation. The local culture reflects the region’s Native American, Mexican, and pioneer heritage, and every year the city hosts a variety of cultural events in a revitalized urban center. Ringed by mountains and set in the Sonoran Desert of southern Arizona, Tucson is a year-round resort destination, and the beautiful natural environment and mild climate promotes a casual lifestyle and many outdoor recreational activities, including golf, tennis, hiking, cycling, and horseback riding (http://www.visittucson.org/about/).

Outstanding UA benefits include health, dental, and vision insurance plans; life insurance and disability programs; paid vacation, sick leave, and holidays; UA/ASU/NAU tuition reduction for the employee and qualified family members; state and optional retirement plans; access to UA recreation and cultural activities; and more!

The University of Arizona has been listed by Forbes as one of America’s Best Employers in the United States and World at Work and the Arizona Department of Health Services have recognized us for our innovative work-life programs.

Duties and Responsibilities
The Director is the senior appointed academic administrative officer of the Norton School. The Director reports to the Dean of the College of Agriculture and Life Sciences (CALS) and will work collaboratively with four Associate Deans, three other school directors, six academic department heads, and other support unit heads within CALS to ensure the Norton School contributes its share toward meeting the college and university strategic goals, as well as the Arizona Board of Regents performance metrics. Familiarity with the evolving UA strategic plan will be essential for developing, articulating and executing the Director’s vision and leadership of the School. In accordance with university policies, the Director will oversee all School activities, including but not limited to the promotion of undergraduate and graduate education, research activities, support of student and faculty, staff and appointed personnel development/recruitment, management of all departmental budgets, assignment of teaching, and faculty evaluation. The Director is responsible for developing and strengthening the relationships with existing partner institutions in the public and private sector; greatly expanding the Norton School’s donor base and corporate connections. The Director must be an effective strategist, entrepreneur, brand manager and implementer as well as being an excellent personnel manager. The Director will decide how best to maintain their own active research and/or teaching and/or extension programs.

Minimum Qualifications
Ph.D., or other qualifications and record, consistent with the Norton School faculty recommending tenure at the rank of full professor.
We welcome applicants with academic qualifications and who bring knowledge, skills and talents in addition to those often considered sufficient in academia.

The next School director must have a solid understanding of the public land-grant university mission, Cooperative Extension and the history and evolution of family and consumer sciences programs (and their predecessors) within the land-grant system.

We are looking for an entrepreneurial leader who can articulate and promote an expanded vision for the School and its collaborative partnerships with the College and University. The successful candidate will have demonstrated excellence in:
a. Developing and sustaining external partnerships, outreach programs, grant funding, corporate partnerships, and private philanthropic support
b. Administration, personnel management, and building/managing complex budgets
c. Leading diversified teams to maximize performance
d. Harnessing the power of diversity as a key driver of innovation and success
e. Recruiting and cultivating advisory board members and other external stakeholder groups to increase organizational reach and impact
f. Leveraging technology, including social media, to stimulate innovation, expand the engaged community, and promote programs and brand.

August 15, 2018

It’s not the heat, it’s the heat index

Filed in Encyclopedia ,Ideas ,R
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PERCEIVED TEMPERATURE




Click to enlarge

(We got a request for a Celsius version of this post and since we are a full service website we created one and put it here).

So, we were wondering, what’s this heat index we hear about? We went to the Wikipedia article on it. It is an index that combines air temperature and relative humidity to convert a (hot) temperature into something like perceived temperature, how hot it feels. It formalizes the adage “it’s not the heat, it’s the humidity.”

The equation to get heat index from temperature and relative humidity is big:




Click to enlarge

This heat index chart is also complicated, but it allows one to look up the heat index rather easily.




Click to enlarge

We wanted a better way to see what the heat index is doing. So we made this plot:




Click to enlarge

When it’s 90 degrees outside with 90% relative humidity, it feels 30 degrees hotter. That’s a lot of degrees.

It turns out there is another heat index formula. This one’s even more complicated.




Click to enlarge

We wanted to see how it compared to the first, so we plotted both together:




Click to enlarge

We like averaging, so we plotted the average of the two outputs:




Click to enlarge

We thought it looks not so far from linear so we fit a regression model to the average and plotted that:




Click to enlarge

Then we couldn’t resist coming up with a simple heuristic (shown in dots):




Click to enlarge

The heuristic comes pretty close to the regression model.




Click to enlarge

The error (mean absolute deviation) of the heuristic to the average model is about 3 degrees. The error of the regression model to the average model is about 2 degrees, so it’s not bad, considering that the two different heat index formulae can differ by over 5 degrees.

So what’s the heuristic?

  • Relative Humidity of 50%: Add 10 degrees for every 10 degrees above 80
  • Relative Humidity of 70%: Add 20 degrees for every 10 degrees above 80
  • Relative Humidity of 90%: Add 30 degrees for every 10 degrees above 80 + 5

It’s quite a bit simpler than the 9 and 16 term equations above and should be good enough for everyday use.

R CODE
For those who want it

August 8, 2018

Professorship in Operations, Information and Decisions (OID), Wharton, University of Pennsylvania

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OID PROFESSORSHIP: DEADLINE TO APPLY OCTOBER 21, 2018

whar

The Operations, Information and Decisions Department at the Wharton School is home to faculty with a diverse set of interests in behavioral economics, decision-making, information technology, information-based strategy, operations management, and operations research.

We are seeking applicants for a full-time, tenure-track faculty position at any level: Assistant, Associate, or Full Professor. Applicants must have a Ph.D. (expected completion by June 2019 is preferred but by June 30, 2020 is acceptable) from an accredited institution and have an outstanding research record or potential in the OID Department’s areas of research. The appointment is expected to begin July 1, 2019.

More information about the Department is available at:
https://oid.wharton.upenn.edu/

Interested individuals should complete and submit an online application via our secure website, and must include:
* A curriculum vitae
* A job market paper
* (Applicants for an Assistant Professor position) Three letters of recommendation submitted by references

To apply, please visit this web site: https://oid.wharton.upenn.edu/faculty/faculty-positions/

Further materials, including (additional) papers and letters of recommendation, will be requested as needed. To ensure full consideration, materials should be received by October 21st , 2018.

Contact:
OID Department
The Wharton School
University of Pennsylvania
3730 Walnut Street
500 Jon M. Huntsman Hall
Philadelphia, PA 19104-6340

The University of Pennsylvania is an affirmative action/equal opportunity employer. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law.

August 3, 2018

The 18 cent piece

Filed in Encyclopedia ,Ideas
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WHAT SET OF COINS MINIMIZES THE AVERAGE NUMBER OF COINS NEEDED TO MAKE CHANGE?

We draw your attention to the cleverly-titled article What This Country Needs is an 18 Cent Piece. It’s a piece of recreational mathematics that asks the question “what set of coins minimizes the average number of coins needed to make change”?

It’s fun, but I’m sure my marketing colleagues will bristle at the assumption “we assume that every amount of change between 0 and 99 is equally likely.” That said, the author does acknowledge nines pricing and Benford’s law in a footnote.

We also imagine this to be the kind of article that when dangled before our serial co-author Preston McAfee, would cause him to engage in a few hours of recreational mathematics himself.

CITATION
Shallit, J. The Mathematical Intelligencer (2003) 25: 20. https://doi.org/10.1007/BF02984830

July 24, 2018

Geisinger seeks Research Director for its Applied Behavioral Insights Team

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CHANCE TO WORK WITH MICHELLE MEYER AND CHRIS CHABRIS

Geisinger Health System seeks an outstanding behavioral scientist to serve as Research Director for its newly-launched Applied Behavioral Insights @ Geisinger Team. The ABIG Team was created to apply behavioral science methods to the design, implementation, and evaluation of “nudges”—lightweight behavioral interventions intended to improve outcomes and experiences for patients, providers, employees, and other stakeholders of Geisinger Health System. Geisinger is an integrated health system serving more than 3 million residents in Pennsylvania and New Jersey. As a learning health care system, Geisinger incorporates research into all aspects of medicine and healthcare delivery, aided by unparalleled access to electronic health records, insurance data, and other information.

The ideal candidate will have experience both in conducting original behavioral science research and in implementing research results within organizations. A Ph.D. or other terminal degree in psychology, economics, decision sciences, marketing, management, or any relevant scholarly discipline is required, as are track records of publishing original empirical research, managing research projects and staff, and applying for research funding.

The Research Director will report to Professors Michelle Meyer and Christopher Chabris, the founding Faculty Directors of the ABIG Team. S/he will be based in Danville, Pennsylvania at the main campus and headquarters of Geisinger (although location is negotiable for an exceptional candidate), and will participate in the hiring and supervision of postdoctoral research fellows and other personnel for the Team.

EDUCATION AND/OR EXPERIENCE
• A Ph.D. in psychology, economics, decision sciences or any other relevant discipline
• Graduate training in behavioral science research methods, including experimentation and multivariate data analysis
• Experience using statistical software (preferably R, others acceptable)
• Experience managing behavioral research projects, including supervising research assistants or other personnel
• Experience applying for research funding or other grant support
• Scholarly publications

Qualifications:
• Experience researching and/or implementing nudges
• Training in behavioral economics
• Experience with econometrics
• Experience in interdisciplinary research and working in collaborative teams
• Experience in the healthcare industry
• Experience with programming (e.g., Python)

WORKING CONDITIONS/PHYSICAL DEMANDS:
Work is typically performed in a clinical/office environment.

To apply: Please send a cover letter, C.V. or resume, and two representative scholarly publications in a single email to ABIGResearchDirector@gmail.com. Please include names, titles, and contact information for three references. Questions about the position may also be sent to the same address. Review of applications will begin immediately and will continue until the position is filled.

Professor Meyer: http://www.michellenmeyer.com
Professor Chabris: http://www.chabris.com

OUR PURPOSE & VALUES: Everything we do is about caring for our patients, our members, our students, our Geisinger family and our communities. KINDNESS: We strive to treat everyone as we would hope to be treated ourselves. EXCELLENCE: We treasure colleagues who humbly strive for excellence. LEARNING: We share our knowledge with the best and brightest to better prepare the caregivers for tomorrow. INNOVATION: We constantly seek new and better ways to care for our patients, our members, our community, and the nation.
ABOUT GEISINGER: Geisinger is a physician-led health system comprised of approximately 30,000 employees, including nearly 1,600 employed physicians, 13 hospital campuses, two research centers, and a 583,000-member health plan Geisinger is nationally recognized for innovative practices and quality care. Geisinger serves more than 3 million people in central, south-central and northeast Pennsylvania and also in southern New Jersey with the addition of National Malcolm Baldridge Award recipient AtlantiCare, A member of Geisinger. In 2017, the Geisinger Commonwealth School of Medicine became the newest member of the Geisinger Family.

We offer healthcare benefits for full time and part time positions from day one, including vision, dental and domestic partners.* Perhaps just as important, from senior management on down, we encourage an atmosphere of collaboration, cooperation and collegiality. For more information, visit www.geisinger.org, or connect with us on Facebook, Instagram, LinkedIn and Twitter.

* Does not qualify for J-1 waiver. We are an Affirmative Action, Equal Opportunity Employer Women and Minorities are Encouraged to Apply. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of disability or their protected veteran status.

Contact Us: gblowry@geisinger.edu

July 11, 2018

It’s not the heat, it’s the heat index (Celsius edition)

Filed in Encyclopedia ,Ideas
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PERCEIVED TEMPERATURE (CELSIUS EDITION)




Click to enlarge

(If you would like to see the Fahrenheit version of this post, please go here.)

So, we were wondering, what’s this heat index we hear about? We went to the Wikipedia article on it. It is an index that combines air temperature and relative humidity to convert a (hot) temperature into something like perceived temperature, how hot it feels. It formalizes the adage “it’s not the heat, it’s the humidity.”

The equation to get heat index from temperature and relative humidity is big and it’s in Fahrenheit:




Click to enlarge

This heat index chart is also complicated and also in Fahrenheit, but it allows one to look up the heat index rather easily.




Click to enlarge

We wanted a better way to see what the heat index is doing. So we made this plot in Celsius:




Click to enlarge

When it’s 32 degrees C outside with 90% relative humidity, it feels 17 Celsius degrees hotter. That’s a lot of degrees.

It turns out there is another heat index formula. This one’s even more complicated and also in Fahrenheit.




Click to enlarge

We wanted to see how it compared to the first, so we plotted both together:




Click to enlarge

We like averaging, so we plotted the average of the two outputs:




Click to enlarge

We thought it looks not so far from linear so we fit a regression model to the average and plotted that:




Click to enlarge

Then we couldn’t resist coming up with a simple heuristic (shown in dots):




Click to enlarge

The heuristic comes pretty close to the regression model.




Click to enlarge

This heuristic is rounded from the Fahrenheit version, the accuracy of which was not bad. The error (mean absolute deviation) of the Fahrenheit heuristic to the average model was about 1.6 Celsius degrees. The error of the regression model to the average model was about .97 Celsius degrees, so it’s not bad, considering that the two different heat index formulae can differ by over 2.8 Celsius degrees.

So what’s the heuristic?

  • Relative Humidity of 50%: Add 5 degrees for every 5 degrees above 27
  • Relative Humidity of 70%: Add 10 degrees for every 5 degrees above 27
  • Relative Humidity of 90%: Add 17 degrees for every 5 degrees above 27 + 3

It’s quite a bit simpler than the 9 and 16 term equations above and should be good enough for everyday use.

R CODE
For those who want it

July 5, 2018

JDM Pre-Conference at SPSP Feb 7, 2019

Filed in Conferences
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SUBMISSION DEADLINE DECEMBER 1 2018

The 14th annual Judgment and Decision Making Pre-Conference at the Society for Personality and Social Psychology annual meeting will be held from 8:30am to 4:30pm on February 7th, 2019 in Portland, OR. Registration is now open. The pre-conference will explore both foundational and groundbreaking ideas at the intersection of social and personality psychology and judgment and decision making research.

Scheduled speakers include:

* Craig Fox
* Cassie Mogilner Holmes
* George Loewenstein
* Christopher Olivola
* Jane Risen
* Anuj Shah
* Mary Steffel
* Abigail Sussman

In addition, attendees are encouraged to submit research projects to be presented in a poster session during the afternoon coffee break. To submit a poster for consideration, please send the title of your poster, all authors, a 200 word (max) abstract, and one figure or table of data to jdmspsppreconference at gmail.com. The deadline for submissions is December 1, 2018, at 11:59pm EST. Current undergraduate or graduate students who are first author on an accepted poster are also eligible for the opportunity to present their poster as a 10-minute “data blitz” talk during the pre-conference. To be considered for the data blitz, please indicate that the first author is a student in your poster submission.

To register for the conference, or for more information, please visit the pre-conference website at: http://meeting.spsp.org/preconferences/judgment

June 24, 2018

2018 guide to the American Marketing Association (AMA) job market interviews for aspiring professors

Filed in Gossip ,Ideas
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EVERYTHING YOU EVER WANTED TO KNOW ABOUT THE AMA INTERVIEWS (2018 edition)

mktlog
ame
The old (above) and new (below) AMA logos

PhD students in Marketing, Psychology, and Economics should send their “packets” out by the fourth of July in the hopes of lining up interviews at the annual AMA Summer Conference. Each year DSN reprints this sort of “what to expect while you’re applying” guide, first published here by Dan Goldstein in 2005. In past years, Dave Hardisty and Abby Sussman have co-authored this guide with Dan to bring it up to date. “I” will refer to Dan in what follows.

SHARE YOUR OWN AMA TIPS
I am more than happy to publish AMA tips, updated information, or just AMA horror stories as part of this post. You can reach me at dan at dangoldstein dot com and let me know if you want to be anonymous or nonymous.

WHY AM I WRITING THIS?
I have seen the Marketing job market turn happy grad students into quivering masses of fear. I want to share experiences and provide a bit of advice to make the whole process less mysterious.

WHY SHOULD ANYONE LISTEN TO ME?
Dan went on the AMA job market in the mid 2000s. Dave and Abby, who thoroughly revised this guide, went on the market in 2012. As a professor, Dan’s conducted scores of AMA interviews and made dozens of hiring decisions. Together, we’ve been on the candidate end many AMA interviews, and experienced numerous campus visits, face-to-face interviews, offers, and rejections.

HOW TO GET INTO THE AMA JOB MARKET
First, at least a couple months before the conference, find where it will be. It’s called the American Marketing Association Summer Conference. Insiders just call it “The AMA”. Get yourself a room in the conference hotel, preferably on the floor where the express elevator meets the local elevator for the upper floors. You’ll be hanging out on this floor waiting to change elevators anyway, so you might as well start there. Next, create a list of schools at which you would like a job. You can find the top 100 schools ranked by journal publications at: http://jindal.utdallas.edu/the-utd-top-100-business-school-research-rankings . Next, apply to each one you’d go to. In the past, this involved physically mailing application packets, but these days nearly everything is electronic. Some schools have online application portals, and others will take applications by email. How do you find out which one? Hopefully, the school you are applying to will have posted a job at ELMAR (see http://ama-academics.communityzero.com/elmar; and subscribe to their mailing list) or elsewhere, which will specify how to submit your application. Other times, you’ll need to get in touch with a department administrator to find out how to apply. It’s a good idea to apply to schools you like even if they say they aren’t hiring. Sometimes things change suddenly (a tenured faculty member unexpectedly moves to another school), and the only thing you risk is your time.

On this topic, one recent market participant wrote us saying: “Sometimes during an AMA interview the people you are interviewing with might tell you up front that they are not planning to hire someone in CB (consumer behavior) and that they are just interviewing you because they wanted to hear about your work (or, more generally, to get to know the star candidates on the market). This happened to me with at least one school, and it almost makes you NOT want to try seriously (i.e., to use that interview as a “break” from the more consequential interviews). However, I would strongly advise candidates to take all their interviews seriously, even with schools that claim not to be hiring CB candidates. First of all, the interview is an opportunity for schools to learn about candidates’ research and therefore an additional opportunity to invest in one’s reputation. But, more importantly, sometimes they end up changing their minds and giving you a fly-out anyway, despite what they initially said about not hiring CB candidates (this happened to me).”

http://www.marketingphdjobs.com/ has general information about the Marketing job market, including a job board showing who is advertising jobs. This site also has information about the times when jobs are announced. Different schools require different materials for the application, involving some combination of: cover letter, CV, teaching statement (and/or teaching evaluations), research statement, letters of recommendation (roughly three), your “job talk” paper, and one or two additional publications.

It’s useful to have your advisor (or if that’s not feasible, his/her assistant) send an e-mail with your materials directly to their colleagues at each of your top choice schools. Ideally you would have your letter writers e-mail their recommendations directly to your advisor so the information is aggregated. This will not take the place of applying through a school’s official online system, but will bring attention to your application before it arrives. This is also useful for schools that are slow to set up their official application, or who are uncertain about whether they’ll be hiring. Some candidates will send hard copies of these packets to all of the schools, although this practice seems to be dwindling.

Note that the CV for AMA takes a special format, including an extended abstract of your “job talk” paper, so you should find an example to model your CV after. It’s helpful if your letters of recommendation come from faculty in marketing. You need to demonstrate your commitment to the field of marketing, so it’s also ideal to have publications in marketing journals, or at least something under review at a marketing journal.

It’s invaluable to have an “application buddy” who is also on the job market. You can share notes about who is hiring, how to apply at each place, etc. It also just makes the whole process more fun, to have a friend along for the ride.

With the advent of electronic submissions, the “marginal cost” of additional submissions is extremely low, and schools are facing a flood of applications. Last year, the median number of applications sent by each candidate was 60, and this will probably increase next year. Each school can only interview a limited number of candidates at AMA (perhaps 20 or 30), so they need to be selective: they are not necessarily looking for the best candidates, but rather the best candidates that would accept an offer from their school (over and above offers from other schools). For this reason, “lower tier” schools will often not give interviews to “upper tier” candidates, because they believe that there is little chance the upper tier candidate would actually accept an offer from them. Therefore, you need to find a way to communicate why you are interested in that school in particular. The best way is if you have a contact at that school (or your advisor has a contact). You should let them know that their school is a high priority for you, and why. Another strategy is to get the word out that you are targeting a particular region (such as the west coast or midwest) or type of school (big city vs rural location, small vs large school, etc). Thus, even though your real priority is probably to get a job *anywhere*, it’s good to specialize a bit to give yourself a competitive advantage. Likewise, once you get an AMA interview or a fly-out, it’s good to have a host of reasons prepared to explain why you are excited about that school in particular. Keep in mind that information about your preferences that you tell to one school may get back to other schools as well. For that reason, it’s best to come up with unique reasons why you like each school that do not detract from your ability to credibly like others.

If you are submitting by email, it’s a good idea to follow up and confirm that they have all your application materials. Sometimes email applications get lost (this happened to a friend of ours at his top-choice school), and once the AMA interviews are scheduled, it may be too late.

As for deadlines: the rough deadline is July 4th, but there is a lot of variability. A few schools have earlier deadlines and will have scheduled all their interviews by the 4th, whereas other schools will be behind schedule and won’t even post a job opening until after the 4th. Within reason (beginning mid-June), there’s an advantage to submitting materials sooner rather than later. Ethan Pew adds “July 4 is still largely the target for sending out packets, however schools seem to be moving to more of a just-in-time process. [In 2011], 53 positions were announced between July 4 and AMA. There were also 24 positions announced the last week in June — and presumably those schools didn’t expect packets by July 4. In total, those 77 positions accounted for 40% of the jobs announced prior to AMA last year.”

THEN WHAT?
Wait to get calls or emails from schools wishing to set up AMA interviews with you. These calls may come in as late as one week before the conference. Often they come when you are sitting outside having a drink with friends. Some schools will not invite you for totally unknown reasons. You may get interviews from the top 10 schools and rejected from the 30th-ranked one. Don’t sweat it. Again, this is the land of total and absolute unpredictability that you’re entering into. Also, know that just because you get an interview doesn’t mean they have a job. Sometimes schools don’t know until the last minute if they’ll have funding for a post. Still, you’ll want to meet with them anyway. Other times, schools are quite certain they have two positions, but then later university politics shift and they turn out to have none.

When the schools call to set up an AMA interview, you will have some flexibility in scheduling. Should you put your top schools at the beginning of the weekend, the end, or somewhere in the middle? Common advice is to put your less preferred schools on the beginning of the first day, because this gives you a chance to practice before the “important” ones. Then you can put your top choice schools early (say 10am, not 8) on the second day of the conference, so you’ve had some time to practice, but you and the interviewers can still be fresh and energized. While it’s nice to schedule strategically, it’s very difficult since you have no idea which schools you’ll ultimately be hearing from, and calls come in over time. Don’t worry if it’s not possible to schedule everything perfectly- there’s no real magic to this. For example, the beginning of the weekend is also when interviewers will be freshest, and a primacy effect could help you: in fact, we know a candidate that put his top school first, and eventually got a job offer from them.

After the AMA, you’ll hopefully get “fly-outs,” that is, offers to come and visit the campus and give a talk. This means you’ve made the top five or so. Offers for fly-outs generally come within a week or two of AMA. Actual job offers start in late October, and the market has generally cleared by Thanksgiving. There’s a second job market that happens after all the schools realize they’ve made offers to the same person. Some schools over-correct for this and don’t make offers to amazing people who would have come. We need some kind of market mechanism to work out this part of the system.

THE “IT’S ALL ABOUT FRIENDSHIP” RULE
Keep in mind that you will leave this process with 1 or 0 jobs. Therefore, when talking to a person, the most likely thing is that he or she will not be your colleague in the future. You should then think of each opportunity as a chance to make a friend. You’ll need friends to collaborate, to get tenure, get grants, and to go on the market again if you’re not happy with what you get. It’s a good idea to send thank-you emails after AMA, to maintain contact, show your interest in the school, and express your appreciation. After all, the AMA interviewers have sacrificed their weekend to talk to you.

HOW DO YOU FIND OUT IN WHICH ROOM TO INTERVIEW?
The schools will send you e-mails either a few days in advance, or the night before telling you which room to go to. Many profs ask the hotel to make their room number public, but for some reason many hotel operators will still not give you the room number.

HOW TO TREAT YOURSELF WHILE THERE
My sponsor gave me the advice of not going out at night and getting room service for breakfast and dinner. This worked for me. Also, the ridiculously high price of a room-service breakfast made me feel like I was sparing no expense, which I found strangely motivating. However, as this guide has gotten more popular, many people are ordering room service breakfast, and there were reports at last year’s AMA that the hotel was overwhelmed with orders and breakfasts were delivered quite late as a result.

HOW DO THE ACTUAL AMA INTERVIEWS GO?
At the prearranged time you will knock on their hotel room door. You will be let into a suite (p=.4) or a normal hotel room (p=.5, but see below). In the latter case, there will be professors with long and illustrious titles—people you once imagined as dignified—sitting on beds in their socks. The other people in the room may not look at you when you walk in because they will be looking for a precious few seconds at your CV. For at least some people in the room, this may be the first time they have concentrated on your CV. Yikes is right. Put the important stuff early in your CV so nobody can miss it. You can expect anywhere between one and nine faculty members to show up usually it will be between three to five. Some of them may take cell phone calls in the middle of your interview. Don’t take It personally.

THE SEAT OF HONOR
There will be one armchair in the room. Someone will motion towards the armchair, smile, and say, “You get the seat of honor!” This will happen at every school, at every interview, for three days. I promise.

THE TIME COURSE
Allow extra time to get to your interview: all the candidates are traveling from one room to another at the same time, and the elevators can get pretty backed up. When you arrive, there will be two minutes of pleasant chit-chat. They will propose that you talk first and they talk next. There will be a little table next to the chair on which you will put your flip book of slides. You will present for 30 minutes, taking their questions as they come. Usually 20 minutes of scripted material will take you through the full time since you’ll be interrupted the whole way through. But you should be prepared to talk for up to 35-40 minutes for quiet groups, or sessions where only one faculty member shows up. They will be very nice. When done, they will ask you if you have anything to ask them. You of course do not. You hate this question. You make something up. Don’t worry, they too have a spiel, and all you need to do is find a way to get them started on it. By the time they are done, it’s time for you to leave. The whole experience will feel like it went rather well.

PREDICTING IF YOU WILL GET A FLY-OUT
It’s impossible to tell from how it seems to have gone whether they will give you a fly-out or not. Again, this is the land of staggering and high-impact uncertainty. They might not invite you because you were too bad (and they don’t want you), or because you were too good (and they think they don’t stand a chance of getting you and they don’t want to waste a precious fly-out on you). The latter fact means that “playing hard to get” is a bad idea. Interviewers will be friendly because everyone wants you to like their school, regardless of whether or not they will invite you for a fly-out.

DO INTERVIEWS DEVIATE FROM THAT MODEL?
Yes.
Sometimes instead of a hotel room, they will have a private meeting room (p=.075). Sometimes they will have a private meeting room with fruit, coffee, and bottled water (p=.025). Sometimes, they will fall asleep while you are speaking (p=.05). Sometimes they will be rude to you (p=.025). Sometimes a key person will miss an early interview due to a hangover (p=.025). Sometimes, if it’s the end of the day, they will offer you alcohol (p=.18, conditional on it being the end of the day).

HOW YOU THINK THE PROCESS WORKS
The committee has read your CV and cover letter and looked at your pubs. They know your topic and can instantly appreciate that what you are doing is important. They know the value of each journal you have published in and each prize you’ve won. They know your advisor and the strengths she or he instills into each student. They ignore what they’re supposed to ignore and assume everything they’re supposed to assume. They’ll attach a very small weight to the interview and fly you out based on your record, which is the right thing to do according to a mountain of research on interviews.

HOW THE PROCESS REALLY WORKS
The interviewers will have looked at your CV for about one minute a couple months ago, and for a few seconds as you walked in the room. They will never have read your entire cover letter, and they will have forgotten most of what they did read. They could care less about your advisor and will get quite annoyed that you didn’t cite their advisor. They’ll pay attention to everything they’re supposed to ignore and assume nothing except what you repeat five times. Flouting 50 years of research in judgment and decision-making, they’ll attach a small weight to your CV and fly you out based on the interview and their gut feeling.

IF ENGLISH IS NOT YOUR MOTHER TONGUE
Your ability to speak English well won’t get you a good job, but your inability to do so will eliminate you from consideration at every top school. Understand that business schools put a premium on teaching. If the interviewers don’t think you can communicate in the classroom, they’re probably not going to take a chance on you. If you are just starting out and your spoken English is shaky, my advice is to work on it as hard as you are working on anything else. Hire a dialect coach (expensive) or an english-speaking actor or improviser (cheaper) to work with you on your English pronunciation. In the Internet age, it’s quite easy to download samples of English conversational speech, for instance from podcasts, for free. It’s also very easy to get a cheap headset and a free audio recorder (like Audacity) with which to practice.

TWO WAYS TO GIVE YOUR SPIEL
1) The plow. You start at the first slide and go through them until the last slide. Stop when interrupted and get back on track.
2) The volley. Keep the slides closed and just talk with the people about your topic. Get them to converse with you, to ask you questions, to ask for clarifications. When you need to show them something, open up the presentation and show them just that slide.
I did the plow the first year and the volley the second year. I got four times more fly-outs the second year. Econometricians are working hard to determine if there was causality. I would not attempt the volley unless you are generally considered to be good with words.
A middle ground is to have a shorter presentation prepared, with many backup slides that you can turn to in response to audience interest or specific questions. This helps the audience understand that you’ve thought about the project deeply, that your responsive to their specific interests and feedback, and that there’s more to support your argument than the prearranged script, but it’s easier for some to execute than a straight volley.
What do you use to show your slides? Many candidates print out slides and put them into a presentation binder, such as one of these: http://tinyurl.com/c46ob64 . Insert two copies of each slide into the binder so you can see a copy from the back, and the audience can see another from the front. Hand-outs are also a good idea, as a supplement to your slides. Bring lots of hand-outs, because it’s common to let them keep one copy. Keep in mind that AMA slides are not the same as a typical PowerPoint presentation. People should be able to read your slides from the back of the room. I recommend no smaller than size 40 font, and larger is better.

Lately, people have talked about showing slides on an iPad, but I don’t know anyone that has actually done this.

HOW TO ACT
Make no mistake, you are an actor auditioning for a part. There will be no energy in the room when you arrive. You have to be like Santa Claus bringing in a large sack of energy. The interviewers will be tired. They’ve been listening to people in a stuffy hotel room from dawn till dusk for days. If you do an average job, you lose: You have to be two standard deviations above the mean to get a fly-out. So audition for the part, and make yourself stand out. If you want to learn how actors audition, read Audition by Michael Shurtleff.

SOCIAL SKILLS MATTER
From the candidate’s point of view, everything is about the CV and the correctness of the mathematical proofs in the job market paper. However, for better or for worse, extra-academic qualities matter. Here are two examples. 1) The Social Lubricant factor. Departments get visitors all the time: guest speakers, visiting professors, job candidates, etc. Some departments are a bunch of folks who stare at their shoes when introduced to a new person. These departments have a real problem: they have nobody on board who can make visitors feel at ease, and sooner or later word starts to spread about how socially awkward the people at University X are. To fix such problems, departments sometimes hire socially-skilled types who know how to make people comfortable in conversation, and who know how to ask good questions during talks. Also, interviewers assume that people who can talk a good game will be star teachers. 2) The Soft Sell factor. Many people succeed in academia not because they are often right, but also because they are masters of making other people feel like they aren’t wrong. Defensiveness or determination to embarrass when responding to critique is an effective way to blow an interview.

HAVE A QUIRK
One of the biggest risks facing you is that you will be forgotten. Make sure the interviewers know something unusual about you. My quirk is that I worked internationally as an actor and theater director for over a decade; I even had a bit part in a Conan O’Brien sketch on TV. It has nothing to do my research, but people always bring up this odd little fact when I do campus visits. Some bits of trivia are just more memorable than others.

DON’T GIVE UP
Never think it’s hopeless. Just because you’re not two SDs above the mean at the school of your dreams, it does not mean you’re not the dream candidate of another perfectly good school.
Many candidates don’t realize the following: The students are competing for schools but the schools are also competing for students. If you strike out, you can just try again next year. I know a person in Psychology who got 70 rejections in one year. I know a person in Marketing who was told he didn’t place in the top 60 candidates at the 20th ranked school. The subsequent year, both people got hired by top 5 departments. One of them is ridiculously famous and considered among the smartest people in Marketing!

RUMORS
Gossip can mess with your chances. Gossip that you are doing well can hurt you because schools will be afraid to invite you if they think you won’t come. Gossip that you are doing poorly can hurt you because schools that like you will be afraid to invite you if they think no one else does. Sometimes people will ask a prof at your school if you would come to their school, and the prof will then ask you. To heck with that. Just say that if they want to talk to you, they should talk with you directly.

The danger of rumors can be summed up by the following story. At ACR I was having a beer with someone who confessed, “you know, my friend X at school Y told me that they want to hire you, but they’re afraid your wife won’t move to Z”. I was single.

June 20, 2018

Probability of each chess piece being moved on move X

Filed in Ideas
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GOING FROM ONE CHESS PLAYER TO MANY CHESS PLAYERS


Click to enlarge

We were wasting time on the internet one day an saw a post entitled Probability of a chess piece being moved on move X in a Vassily Ivanchuk game. It featured this graphic.


Click to enlarge

We then thought, “this post involves chess and data. Let’s send it to Ashton Anderson, who loves chess and data.”

Ashton wrote back.

Ashton: Ha yes, I saw this! Would be nice to have the diff between Ivanchuk and the average game. “Chucky”, as he’s known, is the mad genius of chess, but I doubt it manifests itself in what move number he moves particular pieces.

Decision Science News: Good point. Just thought it was an interesting way to visualize things. Would be best IMO as an aggregate over all (good) players.

[One hour passes]

Ashton: Good idea!

[then he posts the image below, which he computed incredibly fast]


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Source is All professional games where both players are rated at least 2500 (grandmaster-level) from ~1950 to 2015 (214,000 games).

Decision Science News: That was fast!

At that point, we got permission to blog about this.

Find Ashton’s R source code (which links the data) below