IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v99y2022ics0969699721001563.html
   My bibliography  Save this article

Econometric analysis of factors influencing commercial helicopter operators’ stock returns in the gulf of Mexico

Author

Listed:
  • Navarre, Jeremy T.
  • Frazier, Jeremy A.

Abstract

Commercial helicopter services in the oil and gas industry play a vital role in transporting crews and supplies to offshore installations. There has been ample research analyzing the impacts of fluctuating crude oil and natural gas prices on regional economies, energy service firms and upstream, downstream and integrated energy firms. However, the extent to which commercial helicopter operators' stock returns are related to commodity prices and other relevant industry variables is absent. Often, firms attribute favorable financial results to internal factors whereas unfavorable financial results are attributed to external factors. Commodity prices have exhibited a negative relationship with airlines and other transportation firms due to the input price of fuel whereas demand for helicopter services is hypothesized to be positively related to crude oil and natural gas prices. In order to determine the contributing factors related to firms' stock returns, empirical analyses are required, and conducted in this paper. Using a unique data set from 2013 to 2018, this paper presents research which identifies structural relationships between crude oil prices, natural gas prices, the rotary rig count, a subset of the overall market and stock returns of commercial helicopter operators, which is a unique addition to the extant literature and provides researchers and practitioners foundational knowledge for future research inquiries and operational and investment decision making, respectively. Empirical analyses show that 10% increases in the crude oil price and the S&P 500 index yield a 2.7% and 8.0% increase in stock returns, ceteris paribus. Crude oil price risk may be increasingly prevalent as societies promote renewable energy sources. Furthermore, we present foundational knowledge that promotes further research and knowledge representing a caveat to traditional relationships between commodity prices and transportation firms’ financial performance.

Suggested Citation

  • Navarre, Jeremy T. & Frazier, Jeremy A., 2022. "Econometric analysis of factors influencing commercial helicopter operators’ stock returns in the gulf of Mexico," Journal of Air Transport Management, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:jaitra:v:99:y:2022:i:c:s0969699721001563
    DOI: 10.1016/j.jairtraman.2021.102176
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699721001563
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2021.102176?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mohanty, Sunil & Nandha, Mohan & Habis, Essam & Juhabi, Eid, 2014. "Oil price risk exposure: The case of the U.S. Travel and Leisure Industry," Energy Economics, Elsevier, vol. 41(C), pages 117-124.
    2. Kristjanpoller, Werner D. & Concha, Diego, 2016. "Impact of fuel price fluctuations on airline stock returns," Applied Energy, Elsevier, vol. 178(C), pages 496-504.
    3. Lv, Xin & Lien, Donald & Yu, Chang, 2020. "Who affects who? Oil price against the stock return of oil-related companies: Evidence from the U.S. and China," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 85-100.
    4. Ma, Yan-Ran & Zhang, Dayong & Ji, Qiang & Pan, Jiaofeng, 2019. "Spillovers between oil and stock returns in the US energy sector: Does idiosyncratic information matter?," Energy Economics, Elsevier, vol. 81(C), pages 536-544.
    5. Kang, Wensheng & Perez de Gracia, Fernando & Ratti, Ronald A., 2021. "Economic uncertainty, oil prices, hedging and U.S. stock returns of the airline industry," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    6. Wu, Fei & Zhang, Dayong & Ji, Qiang, 2021. "Systemic risk and financial contagion across top global energy companies," Energy Economics, Elsevier, vol. 97(C).
    7. Ugur Ergun & Azizah Ibrahim, 2013. "Global Energy Prices and the Behavior of Energy Stock Price Fluctuations," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(11), pages 1460-1465, November.
    8. Jaechoul Lee & Robert Lund, 2012. "A refined efficiency rate for ordinary least squares and generalized least squares estimators for a linear trend with autoregressive errors," Journal of Time Series Analysis, Wiley Blackwell, vol. 33(2), pages 312-324, March.
    9. Ugur Ergun & Azizah Ibrahim, 2013. "Global Energy Prices and the Behavior of Energy Stock Price Fluctuations," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(11), pages 1460-1465.
    10. Sorana Vătavu & Oana-Ramona Lobonț & Iulia Para & Andrei Pelin, 2018. "Addressing oil price changes through business profitability in oil and gas industry in the United Kingdom," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-22, June.
    11. Phan, Dinh Hoang Bach & Sharma, Susan Sunila & Narayan, Paresh Kumar, 2015. "Oil price and stock returns of consumers and producers of crude oil," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 245-262.
    12. Ewing, Bradley T. & Kang, Wensheng & Ratti, Ronald A., 2018. "The dynamic effects of oil supply shocks on the US stock market returns of upstream oil and gas companies," Energy Economics, Elsevier, vol. 72(C), pages 505-516.
    13. Kaiser, Mark J., 2009. "Modeling the time and cost to drill an offshore well," Energy, Elsevier, vol. 34(9), pages 1097-1112.
    14. Mohammad Enamul Hoque & Soo-Wah Low & Mohd Azlan Shah Zaidi, 2020. "The Effects of Oil and Gas Risk Factors on Malaysian Oil and Gas Stock Returns: Do They Vary?," Energies, MDPI, vol. 13(15), pages 1-22, July.
    15. Aggarwal, Raj & Akhigbe, Aigbe & Mohanty, Sunil K., 2012. "Oil price shocks and transportation firm asset prices," Energy Economics, Elsevier, vol. 34(5), pages 1370-1379.
    16. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
    17. Sanusi, Muhammad Surajo & Ahmad, Farooq, 2016. "Modelling oil and gas stock returns using multi factor asset pricing model including oil price exposure," Finance Research Letters, Elsevier, vol. 18(C), pages 89-99.
    18. Figueira-de-Lemos, Francisco & Hadjikhani, Amjad, 2014. "Internationalization processes in stable and unstable market conditions: Towards a model of commitment decisions in dynamic environments," Journal of World Business, Elsevier, vol. 49(3), pages 332-349.
    19. Margaret A. Walls, 1994. "Using a 'Hybrid' Approach to Model Oil and Gas Supply: A Case Study of the Gulf of Mexico Outer Continental Shelf," Land Economics, University of Wisconsin Press, vol. 70(1), pages 1-19.
    20. Yun, Xiao & Yoon, Seong-Min, 2019. "Impact of oil price change on airline's stock price and volatility: Evidence from China and South Korea," Energy Economics, Elsevier, vol. 78(C), pages 668-679.
    21. Omowumi Iledare and Williams O. Olatubi, 2004. "The Impact of Changes in Crude Oil Prices and Offshore Oil Production on the Economic Performance of U.S. Coastal Gulf States," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 97-114.
    22. Diaz, Elena Maria & de Gracia, Fernando Perez, 2017. "Oil price shocks and stock returns of oil and gas corporations," Finance Research Letters, Elsevier, vol. 20(C), pages 75-80.
    23. Gerard Sierksma & Gert Tijssen, 1998. "Routing helicopters for crew exchanges on off-shore locations," Annals of Operations Research, Springer, vol. 76(0), pages 261-286, January.
    24. Stéphane J. G. Girod & Richard Whittington, 2017. "Reconfiguration, restructuring and firm performance: Dynamic capabilities and environmental dynamism," Strategic Management Journal, Wiley Blackwell, vol. 38(5), pages 1121-1133, May.
    25. Adekunle, Wasiu & Bagudo, Abubakar M. & Odumosu, Monsuru & Inuolaji, Suraj B., 2020. "Predicting stock returns using crude oil prices: A firm level analysis of Nigeria's oil and gas sector," Resources Policy, Elsevier, vol. 68(C).
    26. Bartels, Robert & Goodhew, John, 1981. "The Robustness of the Durbin-Watson Test," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 136-139, February.
    27. Kang, Wensheng & Perez de Gracia, Fernando & Ratti, Ronald A., 2017. "Oil price shocks, policy uncertainty, and stock returns of oil and gas corporations," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 344-359.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Qin, Yun & Chen, Jinyu & Dong, Xuesong, 2021. "Oil prices, policy uncertainty and travel and leisure stocks in China," Energy Economics, Elsevier, vol. 96(C).
    2. Kang, Wensheng & Perez de Gracia, Fernando & Ratti, Ronald A., 2021. "Economic uncertainty, oil prices, hedging and U.S. stock returns of the airline industry," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    3. Asadi, Mehrad & Pham, Son D. & Nguyen, Thao T.T. & Do, Hung Xuan & Brooks, Robert, 2023. "The nexus between oil and airline stock returns: Does time frequency matter?," Energy Economics, Elsevier, vol. 117(C).
    4. Mushtaq Hussain Khan & Junaid Ahmed & Mazhar Mughal & Imtiaz Hussain Khan, 2023. "Oil price volatility and stock returns: Evidence from three oil‐price wars," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3162-3182, July.
    5. Maitra, Debasish & Rehman, Mobeen Ur & Dash, Saumya Ranjan & Kang, Sang Hoon, 2021. "Oil price volatility and the logistics industry: Dynamic connectedness with portfolio implications," Energy Economics, Elsevier, vol. 102(C).
    6. Mohammad Enamul Hoque & Soo-Wah Low & Mohd Azlan Shah Zaidi, 2020. "The Effects of Oil and Gas Risk Factors on Malaysian Oil and Gas Stock Returns: Do They Vary?," Energies, MDPI, vol. 13(15), pages 1-22, July.
    7. Smyth, Russell & Narayan, Paresh Kumar, 2018. "What do we know about oil prices and stock returns?," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 148-156.
    8. Killins, Robert N., 2020. "The impact of oil on equity returns of Canadian and U.S. Railways and airlines," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    9. Maghyereh, Aktham & Abdoh, Hussein, 2021. "The impact of extreme structural oil-price shocks on clean energy and oil stocks," Energy, Elsevier, vol. 225(C).
    10. Liang, Ruibin & Cheng, Sheng & Cao, Yan & Li, Xinran, 2024. "Multi-scale impacts of oil shocks on travel and leisure stocks: A MODWT-Bayesian TVP model with shrinkage approach," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    11. Dohyoung Kwon, 2022. "The impacts of oil price shocks and United States economic uncertainty on global stock markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1595-1607, April.
    12. Equiza-Goñi, Juan & de Gracia, Fernando Perez, 2020. "Impact of proved reserves on stock returns of U.S. oil and gas corporations using firm-level data," Energy Economics, Elsevier, vol. 92(C).
    13. Salisu, Afees A. & Raheem, Ibrahim D. & Ndako, Umar B., 2019. "A sectoral analysis of asymmetric nexus between oil price and stock returns," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 241-259.
    14. Güntner, Jochen & Öhlinger, Peter, 2022. "Oil price shocks and the hedging benefit of airline investments," Journal of Economic Dynamics and Control, Elsevier, vol. 143(C).
    15. Yun, Xiao & Yoon, Seong-Min, 2019. "Impact of oil price change on airline's stock price and volatility: Evidence from China and South Korea," Energy Economics, Elsevier, vol. 78(C), pages 668-679.
    16. Phan, Dinh Hoang Bach & Sharma, Susan Sunila & Tran, Vuong Thao, 2018. "Can economic policy uncertainty predict stock returns? Global evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 134-150.
    17. Stavros Degiannakis & George Filis & Vipin Arora, 2018. "Oil Prices and Stock Markets: A Review of the Theory and Empirical Evidence," The Energy Journal, , vol. 39(5), pages 85-130, September.
    18. Gogolin, Fabian & Kearney, Fearghal & Lucey, Brian M. & Peat, Maurice & Vigne, Samuel A., 2018. "Uncovering long term relationships between oil prices and the economy: A time-varying cointegration analysis," Energy Economics, Elsevier, vol. 76(C), pages 584-593.
    19. Yao Axel Ehouman, 2020. "Volatility transmission between oil prices and banks’ stock prices as a new source of instability: Lessons from the United States experience," Post-Print hal-02960571, HAL.
    20. Mollick, André Varella & Amin, Md Ruhul, 2021. "Occupancy, oil prices, and stock returns: Evidence from the U.S. airline industry," Journal of Air Transport Management, Elsevier, vol. 91(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jaitra:v:99:y:2022:i:c:s0969699721001563. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/journal-of-air-transport-management/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.