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CMSC-33580-1

The Value of Data

Schedule

Please, check out this schedule frequently as it will likely change a bit throughout the quarter. In addition, I will post readings for each week the previous week.

Lecture Date Lecture Keywords Readings Assignments
1 10/04 On Data Ecology 1. Introductions, 2. The Data Ecology Agenda and the role of the “value of data” 3. Dataflow Thinking 4. Discussion: what is the value of data? why do we care 5. Assignments and Grading    
2 10/11 What is the Value of Data? Theory and Systematization of the Value of Data 1/2 1. Definitions 2. Examples 3. Paper discussion 4. Applying Dataflow Thinking (example in class) Come ready with an answer to “what is the value of data?” and read 1-. Carriere-Swallow, Mr Yan, and Mr Vikram Haksar. The economics and implications of data: an integrated perspective. International Monetary Fund, 2019. 2-. Mike Fleckenstein, Ali Obaidi, and Nektaria Tryfona A Review of Data Valuation Approaches and Building and Scoring a Data Valuation Model HDSR 2023 3-. Diane Coyle and Luca Gamberi A real options approach to data valuation Business Economics 2024 RO1 assigned
3 10/18 Workshop   Come prepared with a data ecosystem of your choosing. In class, you will work on A1, where you will apply dataflow thinking to the data ecosystem you have chosen.  
4 10/25 Research Talks     RO1 due
5 11/01 Value of Data and Marketplaces (1): A Broad Overview and a Concrete Proposal   1-. Carriere-Swallow, Mr Yan, and Mr Vikram Haksar. The economics and implications of data: an integrated perspective. International Monetary Fund, 2019. 2-. Agarwal, Anish and Dahleh, Munther and Sarkar, Tuhin A Marketplace for Data: An Algorithmic Solution. EC 2019  
6 11/08 More data ecology, “macro” view of data, and data pricing   1-. Bridget Fahey. Data Federalism Harvard Law Review, 2022 2-. Charles Jones, Christopher Tonetti, Nonrivalry and the economics of data, American Economic Review. 2020 3-. Abraham Thomas How to Price a Data Asset Online, May 2024  
7 11/15 Continuation of previous discussion     RO2 assigned
8 11/22 Individual-Platform Data Markets and possible Interventions   1-. Jack Henderson, Matt Prewitt. Data Coalitions and Escrow Agents RadicalXchange. 2023 2-. Mozilla Insights (Data Futures Lab) Is that even legal? A guide for builders experimenting with data governance in the United States. 2023 3-. Dirk Bergemann, Alessandro Bonatti, Tan Gan The Economics of Social Data. RAND Journal of Economics. 2022  
9 12/06 Invited talks by i) CRSP and ii) CTO of UChicago. Summary of quarter   1-. Gerald Feltham. The Value of Information. The Accounting Review. 1968 RO2 due