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On the lead-lag relationship in tourism and hospitality stocks

Author

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  • Helmi, Mohamad Husam
  • Ahmed, Mohamed Shaker
  • Kumar, Satish
  • Muqattash, Riham

Abstract

Despite the economic influence of the tourism and hospitality industry, the literature of hospitality financial management pays too little attention to the dynamics and interactions of tourism and hospitality stocks. This paper bridges this gap by examining the short-term dynamics and interactions between the stock returns of small and large firms in the US tourism and hospitality sector. The paper investigates the lead-lag relationships between large and small stocks in the US tourism and hospitality sector. To this end, it analyzes a sample of 301 stocks using cross-correlation function, impulse response function, and variance decomposition. The main findings prove the existence of short-term lead-lag relationships and dynamics between large and small firms in the US tourism and hospitality sector using equally- and value-weighted portfolios sorted by size. These results imply that returns of large firms are good predictors for returns of small firms. This finding is robust to the use of weekly data instead of monthly data, sorting on volume instead of size, and sorting the stocks into ten deciles instead of five quintiles.

Suggested Citation

  • Helmi, Mohamad Husam & Ahmed, Mohamed Shaker & Kumar, Satish & Muqattash, Riham, 2026. "On the lead-lag relationship in tourism and hospitality stocks," The North American Journal of Economics and Finance, Elsevier, vol. 84(C).
  • Handle: RePEc:eee:ecofin:v:84:y:2026:i:c:s1062940826000537
    DOI: 10.1016/j.najef.2026.102631
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    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G40 - Financial Economics - - Behavioral Finance - - - General

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