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Price multipliers in the options market.

Project description

When demand moves the market

When investors rush to buy a product, prices usually go up. But what if that product is a financial asset? Research suggests that demand influences asset prices more than previously thought. This challenges the long-held belief that financial demand is inelastic. Previous studies focused on stocks and bonds. Supported by the Marie Skłodowska-Curie Actions programme, the OPTDEM project will now explore this phenomenon in the booming market of option derivatives. Led by Nova SBE in Portugal, the project leverages unique data from Brazil and cutting-edge econometric methods to untangle how much rising demand inflates option prices. The findings could explain why many retail investors have suffered large losses and help policymakers better regulate increasingly speculative markets.

Objective

A novel line of research suggests that financial assets react to demand similarly to other products; in contrast with the classical view of inelastic demand for financial products. This new paradigm implies that data on holdings is extremely useful for predicting price changes and creating counterfactual scenarios. Until now, empirical evidence focused on equities and, to a lesser extent, bonds supports the new paradigm.
This project focuses on a different asset class, option derivatives. This financial product has grown exponentially in the last decade due to financial market improvements; therefore, demand has boomed, potentially elevating prices. The main question of this proposal is how much option prices rise due to an increase in demand. A high increase will make these instruments less attractive as hedging devices. Consequently, the investor base has shifted towards a more speculative base, including retailers whose participation has sky-rocketed in the last decade despite having realized enormous losses over the last few years.
We need two main ingredients to assess the effect of demand on prices. First, we need investors' holdings. In contrast to equities and bonds, regulators in most countries do not require detailed derivative positions. This grant will use a novel dataset from Brazil, where the regulator forces funds to report all positions on any asset they hold (or short). Second, we need a method to disentangle which price movements are due to changes in demand. This grant will adapt the recently developed method of granular instrumental variables to options.
I will develop this action at Nova SBE in Portugal under the supervision of Prof. M. Ferreira, where I will also receive training and career development to improve my skills. By joining Nova SBE, I will expand my network and strengthen complementary skills. In turn, I will bring my expertise in financial econometrics to significantly expand their research capacity.

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Keywords

Programme(s)

Topic(s)

Funding Scheme

HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships

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Call for proposal

(opens in new window) HORIZON-MSCA-2024-PF-01

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Coordinator

UNIVERSIDADE NOVA DE LISBOA
Net EU contribution
€ 191 343,12
Address
CAMPUS DE CAMPOLIDE
1099-085 Lisboa
Portugal
Activity type
Higher or Secondary Education Establishments
Links
Total cost
No data