DSME 6622: Advanced MIS Research
Seminar
Department
of Decision Sciences and Managerial Economics
The
Chinese University of Hong Kong
Spring,
2020
Instructor: Prof. Michael Zhang
Class Hours: 2:30pm-5:45pm (Tuesdays)
Location: WLT Shaw College (逸夫书院 文澜堂LG204)
Office: 918
Cheng Yu Tung Building
Phone: x3-7647
Email: zhang@cuhk.edu.hk
Teaching Assistant: Tao Lu (lutao@link.cuhk.edu.hk)
Course Description
Markets, organizations, and individuals use a wide variety of structures to co-ordinate resource production and allocation. Dramatic changes in information technology (IT) and business activities are forcing firms to come up with new ways of organizing work. Similarly, new types of digital information goods, much lower search costs, innovative ways of doing marketing, management, finance and human resource all lead to the disruption of old business models and creation of new ones.
This course uses economic theory to investigate the
roles of information and technology in the existing diversity of organizations
and markets and in enabling the creating of new organizational forms.
The class is designed for PhD students in management, economics, information technology, marketing, operations management, organizational behavior and related disciplines. For economists, this
class offers the opportunity to apply economic tools to understand how
information technology and information in general affect organizations and
markets. For non-economists, this class offers an exposure to fundamental ideas
in the economics of information, organizations, and markets. This course covers quantitative research methodologies in Economics of IS. It consists of three components: Methodology,
Economics of IS Research Topics, and Writing and Publishing. The main goal is to prepare
PhD students to produce publication quality
research using tools from information economics.
We will cultivate a culture of collaborative learning. In particular, in this seminar class, students come prepared to
engage in thoughtful discussions of the materials. Students are asked to write informal, short memos prior to several of the
classes. These memos will generally be responses to some questions or issues we
pose prior to each class. In addition, each student will be asked to present at
least one of the research papers as part of the class discussion.
There are no exams in this
class but a final paper and a presentation is due at the end of the semester.
It can be either a survey of the research in a particular area or a research
paper on a specific topic. Either way, the paper can be thought of as a step
towards developing a research program. In the past, some of these papers have
led to publications.
Throughout the semester,
students are expected to develop a paper from scratch to completion. By the end
of the semester, a paper is expected to be submitted to ICIS 2020 (this year,
it will be hosted in Hyderabad, India from Dec 13-16). Conveniently, the submission
deadline is usually in April.
Course Objectives
· Learn to think and act as an academic
· Conduct literature review to support a research question
· Understand and be able to apply rigorous methodologies
· Learn to critique academic research works
·
Develop, present and write a
good econ-of-IS research paper
A term paper is due by April 14, 2020.
Readings
Please read the materials before class. Optional readings are marked with a star (*). All other readings are required.
Assignments
Please submit your weekly assignments to zhang@cuhk.edu.hk by 6pm on Monday (the evening before class). Late submissions will not be accepted.
Class Hours
Tuesday
2:30-5:45pm.
-
Note this is changed from the original 2:30-5:15pm. We add
30 minutes in each class, so we can reduce the total number of sessions to 11
classes.
Grading
Grades will be given with weights on the following course requirements:
In-class discussion Weekly two-page write up Presentation Term paper |
20 30 20 30 |
Total |
100% |
Date |
Topic |
1/7 |
Introduction |
1/14 |
Methodology I: Experiments |
1/21 |
Methodology II: IV and RD designs |
2/4 |
No class |
2/11 |
Topic (1): IT and Finance |
2/18 |
Topic (2): Online Reputation Systems, Word-of-Mouth |
2/25 |
Topic (3): Online Advertising, Keyword Auctions |
3/3 |
Mid-term discussion |
3/10 |
Topic (4): Social Media, Social Networks |
3/17 |
Topic (5): Artificial Intelligence, Machine Learning |
3/24 |
Publication and other questions |
3/31 |
Final Presentations |
Introduction
Kremer, Michael,
“Writing papers: A Checklist”.
http://qed.econ.queensu.ca/pub/faculty/sumon/mkremer_checklist_paper.pdf
Mankiw NG. (1994). My Rules of Thumb. The American Economist.
https://scholar.harvard.edu/files/mankiw/files/my_rules_of_thumb.pdf
Varian, H (1999).
"How to Build an Economic Model in your Spare Time." In Passion and Craft: Economists at Work.
Edited by Szenberg, M. Ann Arbor, MI: University of Michigan Press.
http://people.ischool.berkeley.edu/~hal/Papers/how.pdf
Stiglitz, J. (2000). “The Contribution of the
Economics of Information to Twentieth Century Economics.” Quarterly Journal of Economics, 115(4), 1441-1478 (JSTOR).
http://www.jstor.org/stable/2586930
Ellison, Glenn and Sara
Fisher Ellison (2005) " Lessons About Markets from the Internet" Journal of Economic
Perspectives, 19(2): 139-158
http://pubs.aeaweb.org/doi/pdfplus/10.1257/0895330054048632
Krugman,
P. (2013). “Crib Sheet: How I work (Self-indulgent)” New York Times, July 5; http://krugman.blogs.nytimes.com/2013/07/05/crib-sheet-how-i-work-self-indulgent/
Pre-class
Assignment (Do it before class, we will discuss)
1.
After reviewing this syllabus, rank list 5 papers you’d be interested in
presenting this semester.
2.
What are the most important puzzles and research
topics
that are emerging in the digital economy? Each student will briefly present
one.
Data
sources:
https://www.quandl.com/
https://toolbox.google.com/datasetsearch
https://registry.opendata.aws/
Experiments
Tao Lu, Alex Wang, May Yuan and Xiaoquan Zhang, (forthcoming) "Visual
Distortion Bias in Consumer Choice, Management Science
http://blog.mikezhang.com/files/visualdistortionbias.pdf
Manski, C. (2000). Economic analysis of social
interactions. Journal of Economic
Perspectives, 115–136.
http://www.nber.org/papers/w7580.pdf
DellaVigna, S., &
Malmendier, U. (2006). Paying not to go to the gym. American Economic Review, 96(3), 694–719.
http://www.jstor.org/stable/30034067
Cai, H., Chen, Y., & Fang, H. (2009). Observational
Learning: Evidence from a Randomized Natural Field
Experiment. American Economic Review.
http://www.jstor.org/stable/25592485
Centola, D. (2010). The Spread of
Behavior in an Online Social Network Experiment. Science, 329(5996), 1194–1197.
http://image.sciencenet.cn/olddata/kexue.com.cn/upload/blog/file/2010/12/2010122110322935115.pdf
Zhang, Michael and Feng Zhu. (2011) “Group Size and
Incentives to Contribute: A Natural Experiment at Chinese Wikipedia” American Economic Review, 101(4),
1601-1615.
http://www.jstor.org/stable/23045913
Chen, Yuyu, and David Y. Yang. 2019. "The
Impact of Media Censorship: 1984 or Brave New World?" American Economic Review, 109 (6):
2294-2332.
Agent-based modeling: Methods and techniques for simulating
human systems, Eric Bonabeau, PNAS May 14, 2002 99
(suppl 3) 7280-7287
Optional readings:
Rosenblat, T., &
Mobius, M. (2006). Why Beauty Matters. American
Economic Review.
http://www.jstor.org/stable/30034362
*List, J. (2006). Field
Experiments: A Bridge between Lab and Naturally Occurring Data. Advances in Economic Analysis & Policy.
http://s3.amazonaws.com/fieldexperiments-papers2/papers/00083.pdf
*Levitt, S., & List, J. (2009).
Field experiments in economics: The past, the present, and the future. European Economic Review.
https://pdfs.semanticscholar.org/646e/3d5373e48bd23615dbb0d3a874360a58dd04.pdf
Catherine Tucker and Juanjuan Zhang, 2011, “How Does
Popularity Information Affect Choices? A Field Experiment” Management Science, Vol. 57, No. 5, May 2011, pp. 828-842.
http://www.jstor.org/stable/25835743
Assignment
Write a two-page proposal on what potential
experiment you can conduct on an online platform (e.g., Facebook, Wechat,
YouTube, Zhihu, iQiyi, Taobao, University homepage, etc.). Explain what is the
research topic, what is treatment and control. What are the potential findings?
Instrument Variable,
Regression Discontinuity
Instrument variable:
Angrist, J., & Krueger,
A. (2001). Instrumental variables and the search for identification: From
supply and demand to natural experiments. Journal
of Economic Perspectives, 15(4), 69–85.
https://dspace.mit.edu/bitstream/handle/1721.1/63775/instrumentalvari00angr.pdf?sequence=1
Ludwig, J. (2005). Does Head Start
improve children's life chances? Evidence from a regression discontinuity
design. Quarterly Journal of Economics.
http://www.jstor.org/stable/25098840
Brown, J. R.,
Ivkovic, Z., Smith, P. A., & Weisbenner, S. (2008). Neighbors Matter:
Causal Community Effects and Stock Market Participation. Journal of Finance, LXIII(3), 23.
http://www.jstor.org/stable/25094479
Jeremiah Dittmar
(2011) Information Technology and Economic Change: The Impact of the Printing
Press. Quarterly Journal of Economics.
http://www.jstor.org/stable/23015698
Regression discontinuity designs:
Imke Reimers and Joel Waldfogel (2021). Digitization and Pre-Purchase Information: The Causal and Welfare Impacts of Reviews and Crowd Ratings. American Economic Review, 111(6),
1944-1971.
https://pubs.aeaweb.org/doi/pdfplus/10.1257/aer.20200153
Imbens, G., & Lemieux, T.
(2008). Regression discontinuity designs: A guide to practice. Journal of Econometrics, 142(2),
615–635.
http://ac.els-cdn.com/S0304407607001091/1-s2.0-S0304407607001091-main.pdf?_tid=0b4e59fa-8d31-11e7-b9fa-00000aab0f6c&acdnat=1504062931_dfa1d1adb0c5137c30ddd9820c27c2a6
Luca, Michael. 2016. “Reviews, Reputation and
Revenue: The Case of Yelp.com.”
http://go.mainstreethub.com/rs/mainstreethub/images/Yelp%20Study.pdf
Optional readings:
*Klaauw. (2007).
“Regression-Discontinuity Analysis”
http://faculty.smu.edu/Millimet/classes/eco7377/papers/van%20der%20klaauw%2008a.pdf
*Card, D., Lee, D. S., Pei, Z., & Weber, A.
(2015). Inference on Causal Effects in a Generalized Regression Kink Design. Econometrica, 83(6), 2453–2483.
https://www.econstor.eu/bitstream/10419/126277/1/817177515.pdf
*Skiera, B., et al., What should be the dependent variable in
marketing-related event studies?, International
Journal of Research in Marketing (2017).
http://www.sciencedirect.com/science/article/pii/S0167811617300046
Assignment
Write a one-page critique of any paper that uses
IV technique and show why this IV may not be valid.
IT
and Finance (FinTech)
Antweiler,
W., and Frank, M. Z. 2004. “Is All That Talk Just Noise? The Information
Content of Internet Stock Message Boards,” Journal
of Finance (59:3), pp. 1259-1294.
http://www.jstor.org/stable/3694736
Tetlock,
P. C., Saar-Tsechansky, M., and Macskassy, S. 2008. “More than Words:
Quantifying Language to Measure Firms’ Fundamentals,” Journal of Finance
(63:3), Pp. 1437-1467.
http://www.jstor.org/stable/25094477
Da,
Z., Engelberg, J., and Gao, P. 2011. “In Search of Attention,” Journal of Finance (66:5), pp.
1461-1499.
http://www.jstor.org/stable/41305167
Juanjuan Zhang and
Peng Liu, 2012, “Rational Herding in Microloan Markets” Management Science, Vol. 58, No. 5, May
2012, pp. 892-912.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.1110.1459
Xu, Sean Xin, and
Zhang, Xiaoquan (Michael), "Impact of Wikipedia on
Market Information Environment: Evidence on Management Disclosure and Investor
Reaction," MIS Quarterly,
37, 4, 2013, 1043-1068.
http://www.rccm.tsinghua.edu.cn/u/cms/www/201501/14092405it3s.pdf
Chen, Hailiang,
Prabuddha De, Yu Jeffrey Hu, Byoung-Hyoun Hwang (2014), "Wisdom of Crowds:
The Value of Stock Opinions Transmitted Through Social Media", Review of Financial Studies, 27, 5, 1367-1403.
http://www.hedgechatter.com/wp-content/uploads/2014/09/wisdom-of-crowds.pdf
Forman, C., Goldfarb, A., & Greenstein, S.
(2016). Agglomeration of
Invention in the Bay Area: Not Just ICT. American Economic Review.
106:146-151.
http://siepr.stanford.edu/system/files/FormanGoldfarbGreenstein_notjustict.pdf
Machina, Mark J. 2014. "Ambiguity
Aversion with Three or More Outcomes." American Economic Review, 104 (12): 3814-40.
Optional readings:
*Tetlock,
P. C. 2007. “Giving Content to Investor Sentiment: The Role of Media in the
Stock Market,” Journal of Finance
(62:3), pp. 1139-1168.
http://www.jstor.org/stable/4622297
*Bogan,
V. 2008. “Stock Market Participation and the Internet,” Journal of Financial and Quantitative Analysis (43:1), pp. 191-212.
http://www.jstor.org/stable/27647344
*Hendershott,
T., Jones, C. M., and Menkveld, A. J. 2011. “Does Algorithmic Trading Improve
Liquidity?,” Journal of Finance
(66:1), pp. 1-33.
http://www.jstor.org/stable/29789770
*Brogaard, J., Hendershott, T., & Riordan, R.,
(2014). High-Frequency Trading and Price Discovery, Review of Financial Studies, Vol. 27(8), pp.
2267-2353.
https://www.econstor.eu/bitstream/10419/154035/1/ecbwp1602.pdf
*Zhang, Michael, and Zhang, Lihong. 2015. "How
Does the Internet Affect the Financial Market? An Equilibrium Model of Internet
Facilitated Feedback Trading," MIS Quarterly, 39, 1, 17-38.
http://eds.a.ebscohost.com/eds/pdfviewer/pdfviewer?vid=0&sid=b54707cf-a73b-4eb7-8f08-f4045341222e%40sessionmgr4010
*Ekkehart Boehmer, Dan Li, and Gideon Saar,
2016, Correlated High-Frequency Trading, SMU, HKU, Cornell Working Paper.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2745367
* Brogaard, J., Carrion, A., Moyaert, T.,
Riordan, R., Shkilko, A., & Sokolov, K., High Frequency Trading and
Extreme Price Movements, (2016). Journal
of Financial Economics.
https://www.aeaweb.org/conference/2016/retrieve.php?pdfid=702
Assignment
Write a two-page survey (perhaps many bullet
points) of research topics under the hood of “IT and Finance” or “FinTech”.
Online Reputation Systems,
Word-of-Mouth
Chevalier, Judith
and Dina Mayzlin. 2006. “The Effect of Word-of-Mouth on
Sales: OnlineBook Reviews.” Journal of Marketing
Research, 43(3), 345-354.
http://www.jstor.org/stable/30162409
Dellarocas,
C., Zhang, X., and Awad, N. F., 2007, "Exploring the
Value of Online Product Reviews in Forecasting Sales: The Case of Motion
Pictures," Journal of
Interactive Marketing, 21,
4, 2-20.
http://www.sciencedirect.com/science/article/pii/S1094996807700361
Zhu, Feng, and
Michael Zhang. 2010. "Impact of Online Consumer
Reviews on Sales: The Moderating Role of Product and Consumer Characteristics."
Journal of Marketing 74(2): 133–148.
http://www.jstor.org/stable/20619095
Monic Sun, 2012. How Does the
Variance of Product Ratings Matter? Management Science, 58(4),
696-707.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.1110.1458
Mayzlin, Dina, Yaniv
Dover, and Judith Chevalier. 2014. "Promotional Reviews: An
Empirical Investigation of Online Review Manipulation." American Economic Review, 104(8):
2421-55.
http://www.jstor.org/stable/pdf/42920894.pdf
Wang, Alex, Zhang,
Xiaoquan (Michael), and Hann, Il-Horn, 2015 "Socially
Nudged: A Quasi-Experimental Study of Friends' Social Influence in Online
Product Ratings," Information
Systems Research.
https://pdfs.semanticscholar.org/a85f/b4605a58dd67c22b81af1ca1a82b88a51d84.pdf
Michael Luca,
Georgios Zervas (2016) Fake It Till You Make It: Reputation, Competition, and
Yelp Review Fraud. Management Science
62(12):3412-3427.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.2015.2304
Optional reading:
*Dellarocas, C., and
Wood, C. A. 2008. “The Sound of Silence in Online Feedback: Estimating Trading
Risks in the Presence of Reporting Bias,” Management
Science (54:3), pp. 460-476.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.1070.0747
*Gao, Guodong
Gordon, Brad N Greenwood, Jeff McCullough, Ritu Agarwal. 2015. Vocal minority
and silent majority: How do online ratings reflect population perceptions of
quality? MIS Quarterly.
http://community.mis.temple.edu/greenwood/files/2015/08/Gao-et-al-2015.pdf
Assignment
Reflect on the historical path of the
development of this literature. Write a two-page report on how the topic and
research methodology changed over time. What would be the next important
research issue in this literature?
Online
Advertising, Keyword Auctions
Varian, Hal. 2007. "Position Auctions."
International Journal of Industrial
Organization, 25, 1163-1178.
http://www.sciencedirect.com/science/article/pii/S0167718706001317/pdfft?md5=d198befb33e37fc530b0fb2219e661b7&pid=1-s2.0-S0167718706001317-main.pdf
Edelman, Benjamin, Michael Ostrovsky, and
Michael Schwartz. 2007. "Internet Advertising and the Generalized Second Price
Auction: Selling Billions of Dollars Worth of Keywords." American Economic
Review, 97(1), 242-259.
http://www.jstor.org/stable/30034393
Avi Goldfarb, Catherine Tucker (2011)
Advertising Bans and the Substitutability of Online and Offline Advertising. Journal of Marketing Research: April
2011, Vol. 48, No. 2, pp. 207-227.
http://www.jstor.org/stable/23033426
Lee, Young Han and Ulrike Malmendier. 2011.
"The Bidder's Curse." American Economic
Review, 101(2), 749-787.
http://www.jstor.org/stable/29783689
Zhang, Xiaoquan (Michael)., and Feng, Juan,
2011, "Cyclical
Bid Adjustments in Search-Engine Advertising,"
Management Science, 57, 9,
1703-1719.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.1110.1408
Juanjuan Zhang, Shiyang Gong, Ping Zhao & Xuping Jiang, 2016
“Tweeting as a Marketing Tool – Field Experiment in the TV Industry” Journal of Marketing Research,
forthcoming
http://jjzhang.scripts.mit.edu/docs/Gong_Zhang_Zhao_Jiang_2017.pdf
Overby, E., & Forman, C. (2015). The
Effect of Electronic Commerce on Geographic Purchasing Patterns and Price
Dispersion. Management Science. 61:431-453.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.2014.1977
*Sun, Monic, and Feng Zhu. 2013. "Ad
Revenue and Content Commercialization: Evidence from Blogs." Management
Science 59, no. 10: 2314–2331.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.1120.1704
*Ostrovsky, Michael and Michael Schwarz. 2016.
"Reserve
Prices in Internet Advertising Auctions: A Field Experiment," Stanford University.
http://web.stanford.edu/~ost/papers/rp.pdf
Assignment
All keyword auction papers covered in this list
are about single keywords. What can be some of the research questions related
to multiple keywords? That is: multiple advertisers competing for multiple
related keywords. Write a one or two-page proposal of potential research ideas.
Social Media, Social Networks
and Online Community
Garg,
Rajiv and Rahul Telang. 2012. "To Be or Not to Be Linked on LinkedIn: Online Social
Networks and Job Search."
https://www.krannert.purdue.edu/academics/mis/workshop/2013/Garg%20-%20Linking%20on%20LinkedIn.pdf
Zhang,
Xiaoquan (Michael), and Wang, Alex, "Network Positions and
Contributions to Online Public Goods: The Case of Chinese Wikipedia," Journal
of Management Information Systems, 29, 2, 2012, 11-40.
http://www.tandfonline.com/doi/pdf/10.2753/MIS0742-1222290202
Catherine
E. Tucker (2014) Social Networks, Personalized Advertising, and Privacy
Controls. Journal of Marketing Research.
Vol. 51, No. 5, pp. 546-562.
https://scholar.google.com.hk/scholar?q=Social+Networks%2C+Personalized+Advertising%2C+and+Privacy+Controls&btnG=&hl=zh-CN&as_sdt=0%2C5 Click [PDF] mit.edu
Bapna, R., J. Ramprasad, G. Shmueli, and A. Umyarov, "One-Way Mirrors in
Online Dating: A Randomized Field Experiment", Management Science, vol. 62, issue 11,
pp. 3100-3122, 2016.
http://pubsonline.informs.org/doi/pdf/10.1287/mnsc.2015.2301
Daniel
Mochon, Karen Johnson, Janet Schwartz and Dan
Ariely. (2017) What Are Likes Worth? A Facebook Page
Field Experiment. Journal of Marketing Research 54:2, 306-317.
Ravi
Bapna, Liangfei Qiu, and Sarah Rice, "Repeated Interactions Versus Social
Ties: Quantifying the Economic Value of Trust, Forgiveness, and Reputation
Using a Field Experiment," MIS
Quarterly (2017), 41(3), 841-866.
Qin, Bei,
David Strömberg, and Yanhui Wu. 2018. "Media Bias in
China." American Economic
Review, 108 (9): 2442-76.
Sun, M.,
Zhang, X., and Zhu, F. "U-shaped Conformity in Online Social
Networks," Marketing Science,
forthcoming.
Assignment
Go back to the first assignment that you have
done (I asked you to propose an experiment on one of your chosen online
platforms), write a one-to-two-page report on how you plan to improve it. Now
after two months of intensive study on this topic, you should be able to
improve it significantly.
Artificial Intelligence,
Machine Learning
Liran
Einav and Jonathan Levin, The Data Revolution and Economic Analysis, NBER.
https://web.stanford.edu/~jdlevin/Papers/BigData.pdf
Shmueli, G., "To Explain or To Predict?", Statistical
Science, vol. 25, issue 3, pp. 289-310, 2010.
https://projecteuclid.org/download/pdfview_1/euclid.ss/1294167961
Shmueli, G., and O. Koppius, "Predictive Analytics in
Information Systems Research", MIS Quarterly,
vol. 35, issue 3, pp. 553-572, 2011.
http://www.jstor.org/stable/23042796
Lin, M., H. C. Lucas, and G. Shmueli, "Too Big To Fail: Large
Samples and the P-Value Problem", Information Systems
Research, vol. 24, issue 4, pp. 906-917, 2013.
http://pubsonline.informs.org/doi/pdf/10.1287/isre.2013.0480
Varian,
Hal R. 2014. "Big Data: New Tricks for Econometrics." Journal of Economic Perspectives, 28(2):
3-28.
http://www.jstor.org/stable/23723482
Brynjolfsson,
Erik, Tomer Geva, and Shachar Reichman. 2015 "Crowd-Squared: Amplifying the Predictive Power of Search
Trend Data." MIS Quarterly, 40(4): 941-961.
Yahav, I., G. Shmueli, and D. Mani, "A Tree-Based Approach for
Addressing Self-Selection in Impact Studies with Big Data", MIS
Quarterly, vol. 40, issue 4, pp. 819-848, 2016.
Mitchell,
Tom and Erik Brynjolfsson. "Track How Technology Is Changing Work." Nature, 544(7650): 290-291. April 20, 2017.
https://www.nature.com/news/track-how-technology-is-transforming-work-1.21837
Brynjolfsson,
Erik and Andrew McAfee. "The Business of Artificial Intelligence: What it Can—and
Cannot—Do for Your Organization." Harvard
Business Review, July 2017.
https://hbr.org/cover-story/2017/07/the-business-of-artificial-intelligence
Bloom,
Nicholas, Erik Brynjolfsson, Megha Patnaik, Itay Saporta-Eksten, and John Van
Reenen. 2017. "The Importance of Structured Management Practices." MIT Sloan Management Review.
http://sloanreview.mit.edu/article/the-importance-of-structured-management-practices/
Optional readings:
*Ghose,
Ananidya, Panos Ipeirotis, and Beibei Li. "Estimating Demand for Hotels by Mining User-Generated and
Crowdsourced Content on the Internet."
https://pdfs.semanticscholar.org/a64f/948268ddef35f4895470425e5b709f5deea6.pdf
*Benjamin
Shiller, First Degree Price Discrimination Using Big Data, Brandeis University.
http://benjaminshiller.com/images/First_Degree_PD_Using_Big_Data_Jan_27,_2014.pdf
*Brynjolfsson,
Erik and Andrew McAfee. "What's Driving the Machine Learning Explosion?" Harvard Business Review, July 18, 2017.
https://hbr.org/2017/07/whats-driving-the-machine-learning-explosion
*Shmueli, G., "Analyzing Behavioral Big
Data: Methodological, Practical, Ethical, and Moral Issues", Quality
Engineering, vol. 29, issue 1, pp. 57-74 and 88-90, 2017.
http://www.tandfonline.com/doi/abs/10.1080/08982112.2016.1210979?journalCode=lqen20
Publication and Other
Questions
Here are some questions I think we can discuss. Of course,
the discussion will not be limited by this list:
· Course
work
· Writing
· Data
analysis
· Theoretical
modelling
· Co-authors
· Submission
· Dealing
with AE/SE/Reviewers
· Revision
· How
to review
· How
to deal with stress
· Job
market
· Tenure
· Work-life-balance
· Plagiarism
· Stories
behind published and unpublished papers
After going over these questions, we will enter AMA mode.
AMA=ask me anything. If you are not able to ask in the class, feel free to
email me your questions before class.
Advice on writing and
presenting (Optional readings):
·
Hamermesh,
Daniel S. “The Young Economist’s Guide to Professional Etiquette” Journal of Economic Perspectives, Vol.
6, No. 1. (Winter, 1992), pp. 169-179.
http://www.jstor.org/stable/2138379
· Choi, Kwan, “How to Publish in Top Journals”
August 7, 2003.
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Hamermesh,
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Romer,
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Piazzesi,
Monika, “Tips on How to Avoid Disaster in Presentations”
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