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Financial performance and capital structure – an econometric approach for Romanian e-commerce companies during the COVID-19 pandemic

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  • Duguleană, Constantin
  • Duguleană, Liliana
  • Deszke, Klára-Dalma

Abstract

The study investigates the inverse relationship between financial performance and capital structure for the Romanian B2C e-commerce companies, based on a representative sample of 437 companies active in the period 2005–2020. Statistical analyzes show the evolution of financial performance and the impact of the COVID-19 pandemic on it, depending on the company category. All company categories had better financial performance in 2020 compared to 2019, based on sample results. The study reveals valid reference values for the financial ratios of Romanian electronic commerce, being a model to be applied in any industry. The analysis of the causality of the financial variables and their correlations, on the sub-periods 2005–2008 and 2009–2020, both at the company category level and at the sample level, are the basis of the GMM approach. The econometric models Difference GMM and System GMM explain the relationship between financial performance and capital structure leading to interesting conclusions. As e-commerce has a sustainable development, the findings and conclusions of the study provide guidance for economic policies at the sectoral level. Financial performance in relation to strategic debt management depends on the company category. Stimulating the development of those categories of companies that ensure the efficient performance framework can be the key to a sustainable development of the national economy. The study is useful for managers, investors, financial analysts, decision makers, in financial education as well as for the banking system.

Suggested Citation

  • Duguleană, Constantin & Duguleană, Liliana & Deszke, Klára-Dalma, 2024. "Financial performance and capital structure – an econometric approach for Romanian e-commerce companies during the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 786-812.
    • Handle: RePEc:eee:ecanpo:v:83:y:2024:i:c:p:786-812
    DOI: 10.1016/j.eap.2024.05.024
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    as
    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    3. Cristina Gaio & Rita Henriques, 2018. "Are Large Firms More Profitable Than Small And Medium Firms In The European Union?," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 23(1), pages 25-48.
    4. Abdullah, Hariem & Tursoy, Turgut, 2021. "Capital structure and firm performance: a panel causality test," MPRA Paper 105871, University Library of Munich, Germany.
    5. Jiezhuoma La & Iryna Heiets & Cees Bil, 2022. "Digitalization in Passengers’ Air Travel," Progress in IS, in: Jorge Marx Gómez & Lawal O. Yesufu (ed.), Sustainable Development Through Data Analytics and Innovation, pages 63-79, Springer.
    6. Abdul Azeez N. P. & Mohammad Imdadul Haque & S. M. Jawed Akhtar, 2022. "Digital Payment and Economic Growth: Evidence from India," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 68(2), pages 79-93.
    7. Iva Gregurec & Martina Tomičić Furjan & Katarina Tomičić-Pupek, 2021. "The Impact of COVID-19 on Sustainable Business Models in SMEs," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    8. Kawaguchi, Kohei & Kodama, Naomi & Tanaka, Mari, 2021. "Small business under the COVID-19 crisis: Expected short- and medium-run effects of anti-contagion and economic policies," Journal of the Japanese and International Economies, Elsevier, vol. 61(C).
    9. Yao, Zhigang & Liu, Yao, 2023. "How Covid-19 impacts the financing in SMEs: Evidence from private firms," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 1046-1056.
    10. Frank Windmeijer, 1998. "Efficiency comparisons for a system GMM estimator in dynamic panel data models," IFS Working Papers W98/01, Institute for Fiscal Studies.
    11. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    12. Mihaela Brîndușa TUDOSE & Silvia AVASILCĂI & Radu GOLBAN, 2019. "Assessing Financial Performance Of Companies Manufacturing Industrial Goods. Evidence On Performance Dynamics In The Period Before And After The Crisis," EURINT, Centre for European Studies, Alexandru Ioan Cuza University, vol. 6, pages 335-354.
    13. Maksim Belitski & Christina Guenther & Alexander S. Kritikos & Roy Thurik, 2022. "Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses," Small Business Economics, Springer, vol. 58(2), pages 593-609, February.
    14. Joshua Abor, 2005. "The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 6(5), pages 438-445, December.
    15. Halit Gonenc & C. Bulent Aybar, 2006. "Financial Crisis and Firm Performance: empirical evidence from Turkey," Corporate Governance: An International Review, Wiley Blackwell, vol. 14(4), pages 297-311, July.
    16. Youssef, Ahmed H. & El-Sheikh, Ahmed A. & Abonazel, Mohamed R., 2014. "Improving the Efficiency of GMM Estimators for Dynamic Panel Models," MPRA Paper 68675, University Library of Munich, Germany.
    17. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    18. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    19. Constantin Duguleana & Liliana Duguleana & Camelia Mirela Baba & Cristina Drumea, 2022. "Recovery after Demerger: Evidence from Romanian Companies," Sustainability, MDPI, vol. 14(3), pages 1-27, January.
    20. Camelia-Daniela Hategan & Ruxandra-Ioana Pitorac & Vasile-Petru Hategan & Carmen Mihaela Imbrescu, 2021. "Opportunities and Challenges of Companies from the Romanian E-Commerce Market for Sustainable Competitiveness," Sustainability, MDPI, vol. 13(23), pages 1-15, December.
    21. Elena Alexandra Nenu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2018. "The Impact of Capital Structure on Risk and Firm Performance: Empirical Evidence for the Bucharest Stock Exchange Listed Companies," IJFS, MDPI, vol. 6(2), pages 1-29, April.
    22. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    23. Jelena Šaković Jovanović & Radoje Vujadinović & Elizabeta Mitreva & Cristiano Fragassa & Aleksandar Vujović, 2020. "The Relationship between E-Commerce and Firm Performance: The Mediating Role of Internet Sales Channels," Sustainability, MDPI, vol. 12(17), pages 1-17, August.
    24. Hu, Shiwei & Zhang, Yuyao, 2021. "COVID-19 pandemic and firm performance: Cross-country evidence," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 365-372.
    25. Chen, Jean J., 2004. "Determinants of capital structure of Chinese-listed companies," Journal of Business Research, Elsevier, vol. 57(12), pages 1341-1351, December.
    26. Syed Kumail Abbas Rizvi & Nawazish Mirza & Bushra Naqvi & Birjees Rahat, 2020. "Covid-19 and asset management in EU: a preliminary assessment of performance and investment styles," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 281-291, July.
    27. Primoz Dolenc & Andraz Grum & Suzana Laporsek, 2012. "The Effect Of Financial/Economic Crisis On Firm Performance In Slovenia - A Micro Level, Difference-In-Differences Approach," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 8(2), pages 207-222.
    28. Carlos Lassala & Andreea Apetrei & Juan Sapena, 2017. "Sustainability Matter and Financial Performance of Companies," Sustainability, MDPI, vol. 9(9), pages 1-16, August.
    29. , Muhajir, 2022. "Teknologi Digital Dalam Komunikasi Bisnis," OSF Preprints a2u5t, Center for Open Science.
    30. Oecd, 2022. "Rights in the digital age: Challenges and ways forward," OECD Digital Economy Papers 347, OECD Publishing.
    31. Halling, Michael & Yu, Jin & Zechner, Josef, 2016. "Leverage dynamics over the business cycle," Journal of Financial Economics, Elsevier, vol. 122(1), pages 21-41.
    32. Ayman Hassan Bazhair & Mohammed Naif Alshareef, 2022. "Dynamic relationship between ownership structure and financial performance: a Saudi experience," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2098636-209, December.
    33. Teddy Chandra & Achmad Tavip Junaedi & Evelyn Wijaya & Suharti Suharti & Irman Mimelientesa & Martha Ng, 2019. "The effect of capital structure on profitability and stock returns," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 12(2), pages 74-89, June.
    34. Chen, Dar-Hsin & Chen, Chun-Da & Chen, Jianguo & Huang, Yu-Fang, 2013. "Panel data analyses of the pecking order theory and the market timing theory of capital structure in Taiwan," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 1-13.
    35. Huayu Shen & Mengyao Fu & Hongyu Pan & Zhongfu Yu & Yongquan Chen, 2020. "The Impact of the COVID-19 Pandemic on Firm Performance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2213-2230, August.
    36. Mihaela Brindușa TUDOSE & Valentina Diana RUSU & Silvia AVASILCĂI, 2020. "Measuring Financial Performance: Financial Ratios Vs. Economic Value Added," EURINT, Centre for European Studies, Alexandru Ioan Cuza University, vol. 7, pages 172-188.
    37. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    38. Robin Nunkoo & Viraiyan Teeroovengadum & Boopen Seetanah & R. V. Sannasee & Arshad Pooloo, 2020. "Determinants of tourism small and medium enterprises financial performance," Development Southern Africa, Taylor & Francis Journals, vol. 37(5), pages 809-824, September.
    39. Oecd, 2022. "The OECD Going Digital Measurement Roadmap," OECD Digital Economy Papers 328, OECD Publishing.
    40. Ram Kumar & Chandra Subramaniam & Kexin Zhao, 2022. "Special issue on digital inclusion," Information Systems and e-Business Management, Springer, vol. 20(4), pages 631-634, December.
    41. ., 2022. "Introduction to digital transformation and social policy," Chapters, in: Participation Income, chapter 1, pages 1-16, Edward Elgar Publishing.
    42. Azeem, Muhammad Mehtab & Ozari, Assit.Prof. Dr.Cidgem & Marsap, Prof.Dr.Akin & Arhab, Prof. Dr.Said & Jilani, Abdul Haseeb, 2015. "Impact of E-Commerce on Organization Performance; Evidence from Banking Sector of Pakistan," MPRA Paper 67212, University Library of Munich, Germany.
    43. Fukase, Emiko, 2010. "Revisiting Linkages between Openness, Education and Economic Growth: System GMM Approach," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 193-222.
    44. Mirza, Nawazish & Rahat, Birjees & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2023. "Impact of Covid-19 on corporate solvency and possible policy responses in the EU," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 181-190.
    45. Alkhajar, Eka Nada Shofa & , Monalisa & Sari, Sarah Meirina & Luthfia, Agusniar Rizka, 2022. "Dunia Digital dan Kebijakan Publik," OSF Preprints evjax, Center for Open Science.
    46. Alexander W. Bartik & Marianne Bertrand & Zoe Cullen & Edward L. Glaeser & Michael Luca & Christopher Stanton, 2020. "The impact of COVID-19 on small business outcomes and expectations," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(30), pages 17656-17666, July.
    47. Larissa M. Batrancea & Mehmet Ali Balcı & Leontina Chermezan & Ömer Akgüller & Ema Speranta Masca & Lucian Gaban, 2022. "Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    48. Darush Yazdanfar & Peter Öhman, 2015. "Debt financing and firm performance: an empirical study based on Swedish data," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 16(1), pages 102-118, January.
    49. Camelia Mirela Baba & Constantin Duguleană & Marius Sorin Dincă & Liliana Duguleană & Gheorghița Dincă, 2021. "The Demerger Impact upon Sustainable Development of Economic Entities: Evidence from Romania," Sustainability, MDPI, vol. 13(15), pages 1-15, July.
    50. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    51. Narinder Pal Singh & Mahima Bagga, 2019. "The Effect of Capital Structure on Profitability: An Empirical Panel Data Study," Jindal Journal of Business Research, , vol. 8(1), pages 65-77, June.
    52. Paraschiv Dorel Mihai & ȚIțan Emilia & Manea Daniela Ioana & Ionescu Crina Dana & Mihai Mihaela & Șerban Octavian, 2022. "The change in e-commerce in the context of the Coronavirus pandemic," Management & Marketing, Sciendo, vol. 17(2), pages 220-233, June.
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    More about this item

    Keywords

    E-commerce; Financial performance; Leverage ratio; COVID-19 pandemic; Company category; Panel data models;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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