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- July 2022
- Article
The Pass-Through of Uncertainty Shocks to Households
By: Marco Di Maggio, Amir Kermani, Rodney Ramcharan, Vincent Yao and Edison Yu
Using new employer-employee matched data, this paper investigates the impact of uncertainty, as measured by idiosyncratic stock market volatility, on individual outcomes. We find that firms provide at best partial insurance to their workers. An increase in firm-level...
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Keywords:
Employment Risk;
Consumption;
Employment;
Risk and Uncertainty;
System Shocks;
Insurance;
Household;
Spending
Di Maggio, Marco, Amir Kermani, Rodney Ramcharan, Vincent Yao, and Edison Yu. "The Pass-Through of Uncertainty Shocks to Households." Journal of Financial Economics 145, no. 1 (July 2022): 85–104.
- March 2022
- Teaching Note
Esusu: Solving Homelessness Backwards
By: Marco Di Maggio and Emily Williams
Teaching Note for HBS Case No. 222-023.
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- October 2021 (Revised February 2022)
- Case
Esusu: Solving Homelessness Backwards
By: Marco Di Maggio, Emily Williams and Eren Kuzucu
Di Maggio, Marco, Emily Williams, and Eren Kuzucu. "Esusu: Solving Homelessness Backwards." Harvard Business School Case 222-023, October 2021. (Revised February 2022.)
- October 2021
- Case
Coinbase: The Exchange of the Cryptos
By: Marco Di Maggio and Wenyao Sha
Di Maggio, Marco, and Wenyao Sha. "Coinbase: The Exchange of the Cryptos." Harvard Business School Case 222-044, October 2021.
- October 2021
- Article
Fintech Borrowers: Lax Screening or Cream-Skimming?
By: Marco Di Maggio and Vincent Yao
Personal credit is the fastest-growing segment of the consumer credit market, mainly driven by fintech lenders' staggering expansion. We study this market using a unique individual-level data, which covers most of the top fintech and traditional lenders, and provides...
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Keywords:
Fintech;
Lending;
Consumer Finance;
Credit History;
Self-control;
Present Bias;
Financing and Loans;
Personal Finance;
Credit;
Behavior
Di Maggio, Marco, and Vincent Yao. "Fintech Borrowers: Lax Screening or Cream-Skimming?" Review of Financial Studies 34, no. 10 (October 2021): 4565–4618. (LEAD ARTICLE and EDITOR'S CHOICE.)
- 2021
- Working Paper
Invisible Primes: Fintech Lending with Alternative Data
By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to...
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Keywords:
Fintech Lending;
Alternative Data;
Machine Learning;
Algorithm Bias;
Finance;
Information Technology;
Financing and Loans;
Analytics and Data Science;
Credit
Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
- August 2021
- Background Note
Awakening the Blockchain: An Overview of DeFi
By: Marco Di Maggio, Wenyao Sha and Nicolas Andreoulis
Keywords:
Fintech
Di Maggio, Marco, Wenyao Sha, and Nicolas Andreoulis. "Awakening the Blockchain: An Overview of DeFi." Harvard Business School Background Note 222-001, August 2021.
- March 2021
- Supplement
Facebook's Libra (B): The Privatization of Money?
This case addresses the events that took place following the conclusion of the case “Facebook’s Libra (A): The Privatization of Money?” In October 2019, several months after the conclusion of the A case, multiple members of the Libra Association announced that they...
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Keywords:
Blockchain;
Cryptocurrency;
Accounting;
Economics;
Money;
Governance;
Governing and Advisory Boards;
Policy;
Governance Controls;
Innovation and Invention;
Innovation Strategy;
Technological Innovation;
Disruptive Innovation;
Information Technology;
Digital Platforms;
Information Infrastructure;
Technology Industry;
Europe;
Switzerland;
United States;
California
Di Maggio, Marco, Ethan Rouen, George Serafeim, and Amy Klopfenstein. "Facebook's Libra (B): The Privatization of Money?" Harvard Business School Supplement 121-055, March 2021.
- March 2021
- Background Note
Overview of the Fintech Space
By: Marco Di Maggio
Keywords:
Fintech
Di Maggio, Marco. "Overview of the Fintech Space." Harvard Business School Background Note 221-087, March 2021.
- March 2021 (Revised March 2022)
- Module Note
Creating Value through Financial Technology
By: Marco Di Maggio
Keywords:
Fintech
Di Maggio, Marco. "Creating Value through Financial Technology." Harvard Business School Module Note 221-076, March 2021. (Revised March 2022.)
- February 2021 (Revised March 2022)
- Teaching Note
Zillow Offers: Winning Online Real Estate 2.0
By: Marco Di Maggio, Luis M. Viceira and Julia Kelley
- January 2021 (Revised February 2022)
- Teaching Note
Ribbon Home: iBacking for Real Estate
By: Marco Di Maggio and Aldo Sesia
- January 2021
- Teaching Note
Roofstock: The Cloud of Real Estate Investing
By: Marco Di Maggio and Julia Kelley
- January 2021
- Supplement
A Half-Deal
By: Marco Di Maggio, Pedro Levindo and Carla Larangeira
In June 2020, XP and Itaú faced intensified competition and tension in their partnership, with the latter owning a minority stake at XP. Two years earlier, in May 2017, Itaú had announced it would acquire 49.9% of XP for $1.8 billion, followed by three additional...
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Keywords:
Fintech;
Financing Strategy;
Competition;
Partners and Partnerships;
Financing and Loans;
Strategy;
Latin America;
Brazil
Di Maggio, Marco, Pedro Levindo, and Carla Larangeira. "A Half-Deal." Harvard Business School Supplement 221-058, January 2021.
- December 2020
- Case
XP: Dual Track Financing Alternatives
By: Marco Di Maggio, Pedro Levindo and Carla Larangeira
XP, an investment platform, was on the verge of defining whether to do an IPO or selling off a majority stake to Itaú Unibanco, Brazil´s largest financial conglomerate. Under the leadership of Guilherme Benchimol, XP´s co-founder and CEO, XP had risen to become the...
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Di Maggio, Marco, Pedro Levindo, and Carla Larangeira. "XP: Dual Track Financing Alternatives." Harvard Business School Case 221-029, December 2020.
- 2020
- Working Paper
In the Red: Overdrafts, Payday Lending and the Underbanked
The reordering of transactions from “high-to-low” is a controversial bank practice thought to maximize fees paid by low-income customers on overdrawn accounts. We exploit multiple class-action lawsuits resulting in mandatory changes to this practice, coupled with...
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Keywords:
Overdraft;
Payday Loans;
Excessive Fees;
Underbanked;
Underserved;
Banks and Banking;
Financing and Loans;
Customers;
Income;
Business Processes
Di Maggio, Marco, Angela Ma, and Emily Williams. "In the Red: Overdrafts, Payday Lending and the Underbanked." NBER Working Paper Series, No. 28242, December 2020. (Revise and Resubmit to The Journal of Finance.)
- December 2020
- Article
Stock Market Returns and Consumption
By: Marco Di Maggio, Amir Kermani and Kaveh Majlesi
This paper employs Swedish data containing security level information on households' stock holdings to investigate how consumption responds to changes in stock market returns. We exploit households’ portfolio weights in previous years as an instrument for actual...
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Keywords:
Capital Gain;
Dividend Income;
Consumption;
Near-rational Behavior;
Investment Return;
Household;
Spending;
Behavior
Di Maggio, Marco, Amir Kermani, and Kaveh Majlesi. "Stock Market Returns and Consumption." Journal of Finance 75, no. 6 (December 2020): 3175–3219. (DFA Distinguished Paper Prize.)
- September 2020 (Revised March 2022)
- Teaching Note
Fluidity: The Tokenization of Real Estate Assets
By: Marco Di Maggio and Susie L. Ma
Teaching Note for HBS No. 219-057
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- May 2020
- Article
How Quantitative Easing Works: Evidence on the Refinancing Channel
By: Marco Di Maggio, Amir Kermani and Christopher Palmer
We document the transmission of large-scale asset purchases by the Federal Reserve to the real economy using rich borrower-linked mortgage-market data and an identification strategy based on mortgage market segmentation. We find that central bank QE1 MBS purchases...
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Keywords:
Monetary Policy;
MBS;
Quantitative Easing;
LSAP;
Refinancing;
Deleveraging;
HARP;
GSE;
Central Banking;
Global Range;
Financing and Loans;
Credit;
United States
Di Maggio, Marco, Amir Kermani, and Christopher Palmer. "How Quantitative Easing Works: Evidence on the Refinancing Channel." Review of Economic Studies 87, no. 3 (May 2020): 1498–1528.
- March 2020 (Revised November 2020)
- Case
FinTech Hive at DIFC: Creating a Fintech Ecosystem in Dubai
By: Marco Di Maggio and Gamze Yucaoglu
The case opens in 2019 as Raja Al Mazrouei, executive vice president of FinTech Hive (the Hive) at the Dubai International Financial Centre (DIFC), the first and largest financial technology accelerator in the Middle East, Africa and South Asia region, contemplates her...
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Keywords:
Fintech;
Emerging Markets;
Business Startups;
Venture Capital;
Management;
Information Technology;
Growth Management;
Financial Markets;
Financial Institutions;
United Arab Emirates;
Middle East;
Dubai
Di Maggio, Marco, and Gamze Yucaoglu. "FinTech Hive at DIFC: Creating a Fintech Ecosystem in Dubai." Harvard Business School Case 220-066, March 2020. (Revised November 2020.)