[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2023i17p3647-d1223573.html
   My bibliography  Save this article

Industry 4.0: Marvels in Profitability in the Transport Sector

Author

Listed:
  • Martin Bugaj

    (Air Transport Department, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitna 1, 010 26 Zilina, Slovakia)

  • Pavol Durana

    (Department of Economics, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitna 1, 010 26 Zilina, Slovakia)

  • Roman Blazek

    (Department of Economics, Faculty of Operation and Economics of Transport and Communications, University of Zilina, Univerzitna 1, 010 26 Zilina, Slovakia)

  • Jakub Horak

    (Institute of Technology and Business, School of Expertness and Valuation, Okruzni 517/10, 37001 Ceske Budejovice, Czech Republic)

Abstract
Despite the COVID-19 pandemic, the current era offers the ultimate possibility for prosperous corporate life, especially in the transport sector. Industry 4.0 covers artificial intelligence, big data, or industrial IoT, and thus spatial cognition algorithms, traffic flow prediction, autonomous vehicles, and smart sustainable mobility are not far away. The mentioned tools have already been implemented by enterprises in emerging countries. This exploration focused on transportation within the V4 region from 2016–2021. This article aims to confirm the positive sequel of applying Industry 4.0 to chosen indicators of profitability. The positive, negative, or no shift in the development of 534 businesses was based on Pettitt’s test. The Pearson chi-square test disclosed the significant dependency between Industry 4.0 and shifts in profitability ratios. Then, more than 25% of enterprises involved in Industry 4.0 had positive shifts in ROA, ROC, ROS, and ROR. The research proved not only its balanced effect but also its augmented force through the z-test of proportion. This investigation may provide multiple proofs for connected sectors with transportation to adapt the tools of Industry 4.0 and deliver the call for the governments in the V4 region to make this tool more achievable.

Suggested Citation

  • Martin Bugaj & Pavol Durana & Roman Blazek & Jakub Horak, 2023. "Industry 4.0: Marvels in Profitability in the Transport Sector," Mathematics, MDPI, vol. 11(17), pages 1-23, August.
  • Handle: RePEc:gam:jmathe:v:11:y:2023:i:17:p:3647-:d:1223573
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/17/3647/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/11/17/3647/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Katarina Valaskova & Tomas Kliestik & Lucia Svabova & Peter Adamko, 2018. "Financial Risk Measurement and Prediction Modelling for Sustainable Development of Business Entities Using Regression Analysis," Sustainability, MDPI, vol. 10(7), pages 1-15, June.
    2. Tomas Kliestik & Alena Novak Sedlackova & Martin Bugaj & Andrej Novak, 2022. "Stability of profits and earnings management in the transport sector of Visegrad countries," Oeconomia Copernicana, Institute of Economic Research, vol. 13(2), pages 475-509, June.
    3. Tomas Kliestik & Katarina Valaskova & Elvira Nica & Maria Kovacova & George Lazaroiu, 2020. "Advanced methods of earnings management: monotonic trends and change-points under spotlight in the Visegrad countries," Oeconomia Copernicana, Institute of Economic Research, vol. 11(2), pages 371-400, June.
    4. Peter Krištofík & Juraj Medzihorský & Hussam Musa, 2022. "Capital Structure and Its Determinants—A Comparison of European Top-Rated CSR and Other Companies," JRFM, MDPI, vol. 15(8), pages 1-16, July.
    5. Hussam Musa & Zdenka Musova & Viacheslav Natorin & George Lazaroiu & Martin Boda, 2021. "Comparison of factors influencing liquidity of European Islamic and conventional banks," Oeconomia Copernicana, Institute of Economic Research, vol. 12(2), pages 375-398, June.
    6. David Mhlanga, 2021. "Artificial Intelligence in the Industry 4.0, and Its Impact on Poverty, Innovation, Infrastructure Development, and the Sustainable Development Goals: Lessons from Emerging Economies?," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    7. Melinda Timea Fülöp & Miklós Gubán & György Kovács & Mihály Avornicului, 2021. "Economic Development Based on a Mathematical Model: An Optimal Solution Method for the Fuel Supply of International Road Transport Activity," Energies, MDPI, vol. 14(10), pages 1-22, May.
    8. Željko Vojinović & Sunčica Milutinović & Dario Sertić & Bojan Leković, 2022. "Determinants of Sustainable Profitability of the Serbian Insurance Industry: Panel Data Investigation," Sustainability, MDPI, vol. 14(9), pages 1-22, April.
    9. Roman Blazek & Pavol Durana & Jakub Michulek & Kristina Blazekova, 2023. "Does the Size of the Business Still Matter, or Is Profitability under New Management, by Order of the COVID-19?," JRFM, MDPI, vol. 16(4), pages 1-28, March.
    10. A. N. Pettitt, 1979. "A Non‐Parametric Approach to the Change‐Point Problem," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 28(2), pages 126-135, June.
    11. Svabova Lucia & Valaskova Katarina & Durana Pavol & Kliestik Tomas, 2020. "Dependency Analysis Between Various Profit Measures and Corporate Total Assets for Visegrad Group’s Business Entities," Organizacija, Sciendo, vol. 53(1), pages 80-90, February.
    12. Lucia Michalkova & Martin Cepel & Katarina Valaskova & Zuzana Vincurova, 2022. "Earnings Quality and Corporate Life Cycle Before the Crisis. A Study of Transport Companies Across Europe," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(61), pages 782-782, August.
    13. El¿bieta Roszko-Wójtowicz & Barbara Dañska-Borsiak & Maria M. Grzelak & Aleksandra Pleœniarska, 2022. "In search of key determinants of innovativeness in the regions of the Visegrad group countries," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1015-1045, December.
    14. Jaroslav Mazanec, 2022. "The Impact of Working Capital Management on Corporate Performance in Small–Medium Enterprises in the Visegrad Group," Mathematics, MDPI, vol. 10(6), pages 1-19, March.
    15. Róbert Štefko & Petra Vašaničová & Sylvia Jenčová & Aneta Pachura, 2021. "Management and Economic Sustainability of the Slovak Industrial Companies with Medium Energy Intensity," Energies, MDPI, vol. 14(2), pages 1-15, January.
    16. Artur Sajnóg & Anna Rogoziñska-Pawe³czyk, 2022. "Executive compensation and the financial performance of Polish listed companies from the corporate governance perspective," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(2), pages 459-480, June.
    17. Miljenko Mustapić & Maja Trstenjak & Petar Gregurić & Tihomir Opetuk, 2023. "Implementation and Use of Digital, Green and Sustainable Technologies in Internal and External Transport of Manufacturing Companies," Sustainability, MDPI, vol. 15(12), pages 1-25, June.
    18. Renáta Cződörová & Jozef Gnap, 2023. "Investigation of the Effectiveness of the Introduction of the Quality Management System According to the ISO 9001 Standard in Transport Companies: Slovakia Case Study," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    19. Kutlu, Levent & Tran, Kien C. & Tsionas, Mike G., 2019. "A time-varying true individual effects model with endogenous regressors," Journal of Econometrics, Elsevier, vol. 211(2), pages 539-559.
    20. Marek Nagy & George Lăzăroiu, 2022. "Computer Vision Algorithms, Remote Sensing Data Fusion Techniques, and Mapping and Navigation Tools in the Industry 4.0-Based Slovak Automotive Sector," Mathematics, MDPI, vol. 10(19), pages 1-22, September.
    21. Elvira Nica & Gheorghe H. Popescu & Milos Poliak & Tomas Kliestik & Oana-Matilda Sabie, 2023. "Digital Twin Simulation Tools, Spatial Cognition Algorithms, and Multi-Sensor Fusion Technology in Sustainable Urban Governance Networks," Mathematics, MDPI, vol. 11(9), pages 1-25, April.
    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. Tomas Kliestik & Alena Novak Sedlackova & Martin Bugaj & Andrej Novak, 2022. "Stability of profits and earnings management in the transport sector of Visegrad countries," Oeconomia Copernicana, Institute of Economic Research, vol. 13(2), pages 475-509, June.
    2. Roman Blazek & Pavol Durana & Jakub Michulek, 2023. "Renaissance of Creative Accounting Due to the Pandemic: New Patterns Explored by Correspondence Analysis," Stats, MDPI, vol. 6(1), pages 1-20, March.
    3. Gajdosikova Dominika & Valaskova Katarina, 2022. "The Impact of Firm Size on Corporate Indebtedness: A Case Study of Slovak Enterprises," Folia Oeconomica Stetinensia, Sciendo, vol. 22(1), pages 63-84, June.
    4. Maria Kovacova & Lenka Hrosova & Pavol Durana & Jakub Horak, 2022. "Earnings management model for Visegrad Group as an immanent part of creative accounting," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1143-1176, December.
    5. Pavol Durana & Katarina Valaskova & Roman Blazek & Jozef Palo, 2022. "Metamorphoses of Earnings in the Transport Sector of the V4 Region," Mathematics, MDPI, vol. 10(8), pages 1-14, April.
    6. Amélia Ferreira da Silva & José Henrique Brito & Mariline Lourenço & José Manuel Pereira, 2023. "Sustainability of Transport Sector Companies: Bankruptcy Prediction Based on Artificial Intelligence," Sustainability, MDPI, vol. 15(23), pages 1-13, December.
    7. Dominika Gajdosikova & Katarina Valaskova & Tomas Kliestik & Veronika Machova, 2022. "COVID-19 Pandemic and Its Impact on Challenges in the Construction Sector: A Case Study of Slovak Enterprises," Mathematics, MDPI, vol. 10(17), pages 1-20, September.
    8. Nagy Marek & Valaskova Katarina, 2023. "An Analysis of the Financial Health of Companies Concerning the Business Environment of the V4 Countries," Folia Oeconomica Stetinensia, Sciendo, vol. 23(1), pages 170-193, June.
    9. Stephen J. Déry & Marco A. Hernández-Henríquez & Tricia A. Stadnyk & Tara J. Troy, 2021. "Vanishing weekly hydropeaking cycles in American and Canadian rivers," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    10. Tran, Kien C. & Tsionas, Mike G. & Prokhorov, Artem B., 2023. "Semiparametric estimation of spatial autoregressive smooth-coefficient panel stochastic frontier models," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1189-1199.
    11. Mustafa U. Karakaplan & Levent Kutlu & Mike G. Tsionas, 2020. "A solution to log of dependent variables with negative observations," Journal of Productivity Analysis, Springer, vol. 54(2), pages 107-119, December.
    12. Bernhard Dalheimer & Christoph Kubitza & Bernhard Brümmer, 2022. "Technical efficiency and farmland expansion: Evidence from oil palm smallholders in Indonesia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1364-1387, August.
    13. Youssef Zizi & Mohamed Oudgou & Abdeslam El Moudden, 2020. "Determinants and Predictors of SMEs’ Financial Failure: A Logistic Regression Approach," Risks, MDPI, vol. 8(4), pages 1-21, October.
    14. Kazi Ali Tamaddun & Ajay Kalra & Sajjad Ahmad, 2019. "Spatiotemporal Variation in the Continental US Streamflow in Association with Large-Scale Climate Signals Across Multiple Spectral Bands," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(6), pages 1947-1968, April.
    15. Kutlu, Levent, 2023. "Calculating efficiency for spatial autoregressive stochastic frontier model," Economics Letters, Elsevier, vol. 225(C).
    16. Jie Yang & Yimin Wang & Jun Yao & Jianxia Chang & Guoxin Xu & Xin Wang & Hui Hu, 2020. "Coincidence probability analysis of hydrologic low-flow under the changing environment in the Wei River Basin," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(2), pages 1711-1726, September.
    17. Alina Bărbulescu & Cristian Ștefan Dumitriu, 2021. "On the Connection between the GEP Performances and the Time Series Properties," Mathematics, MDPI, vol. 9(16), pages 1-19, August.
    18. Jarmila Horváthová & Martina Mokrišová & Mária Vrábliková, 2021. "Benchmarking—A Way of Finding Risk Factors in Business Performance," JRFM, MDPI, vol. 14(5), pages 1-17, May.
    19. Alfredas Račkauskas & Martin Wendler, 2020. "Convergence of U-processes in Hölder spaces with application to robust detection of a changed segment," Statistical Papers, Springer, vol. 61(4), pages 1409-1435, August.
    20. Kutlu, Levent & Tran, Kien C. & Tsionas, Mike G., 2020. "A spatial stochastic frontier model with endogenous frontier and environmental variables," European Journal of Operational Research, Elsevier, vol. 286(1), pages 389-399.

    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:gam:jmathe:v:11:y:2023:i:17:p:3647-:d:1223573. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.