Closed‐Form Approximation of Stock‐Based Awards With Moving‐Average Vesting Conditions

ABSTRACT A market‐based compensation award with a moving‐average condition becomes vested when the ‐days moving‐average stock price exceeds a predetermined threshold. The same mechanism applies to the economic characteristics of founder shares issued in connection with special purpose acquisition company (SPAC) transactions. This paper employs results from the valuation of barrier and Parisian options to provide a closed‐form approximation on the fair value of market‐based awards and SPAC transactions as a robust and fast alternative to Monte Carlo simulation techniques. Our method accounts for different exercise strategies, including immediate exercise upon vesting, exercise at maturity, and exercise at the midpoint between vesting and option maturity. We perform a plethora of numerical tests and conclude that our approximation performs well across different levels of equity volatility, risk‐free interest rate, moving‐average period, option moneyness, and time‐to‐maturity. We highlight the significant implications of our approach for companies, valuation practitioners, and audit teams.

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Publication Details

Journal
Journal of Futures Markets
Published
2025-03-06
DOI
https://doi.org/10.1002/fut.22576
Citations
1
Primary Topic
Auction Theory and Applications
Type
article
Field-Weighted Citation Impact
2.11
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article

Closed‐Form Approximation of Stock‐Based Awards With Moving‐Average Vesting Conditions

Ioannis Michopoulos, Andrianos Ε. Tsekrekos, Alexandros Bougias
1 citations
Journal of Futures Markets
Auction Theory and Applications
2.11
article

Closed‐Form Approximation of Stock‐Based Awards With Moving‐Average Vesting Conditions

Ioannis Michopoulos, Andrianos Ε. Tsekrekos, Alexandros Bougias
article en
1 citations

Abstract

ABSTRACT A market‐based compensation award with a moving‐average condition becomes vested when the ‐days moving‐average stock price exceeds a predetermined threshold. The same mechanism applies to the economic characteristics of founder shares issued in connection with special purpose acquisition company (SPAC) transactions. This paper employs results from the valuation of barrier and Parisian options to provide a closed‐form approximation on the fair value of market‐based awards and SPAC transactions as a robust and fast alternative to Monte Carlo simulation techniques. Our method accounts for different exercise strategies, including immediate exercise upon vesting, exercise at maturity, and exercise at the midpoint between vesting and option maturity. We perform a plethora of numerical tests and conclude that our approximation performs well across different levels of equity volatility, risk‐free interest rate, moving‐average period, option moneyness, and time‐to‐maturity. We highlight the significant implications of our approach for companies, valuation practitioners, and audit teams.

Journal of Futures MarketsVol. 45(6)
Financial Research (Hungary) (HU), Athens University of Economics and Business (GR)
Openalex Percentile: Top 16%
Auction Theory and Applications
2.11
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Closed‐Form Approximation of Stock‐Based Awards With Moving‐Average Vesting Conditions — Ioannis Michopoulos, Andrianos Ε. Tsekrekos, et al. · Journal of Futures Markets (2025) | TGRS Research Map | TGRS