Araştırma Makalesi
BibTex RIS Kaynak Göster

The Impact of Innovation on Financial Performance: A Comparison of Multiple Regression and Structural Equation Modeling Approaches

Yıl 2025, Sayı: 74, 1 - 20, 27.01.2026
https://doi.org/10.26650/MED.1769600
https://izlik.org/JA45ZJ76PS

Öz

In today’s organisations, due to the scarcity of resources, the efficient use of these resources is of great importance for both the organisation and its members. In this context, according to agency theory, there is a conflict of interest between the management of organisations and their shareholders. Therefore, shareholders examine the financial performance of the company to ensure that scarce resources are used in a way that benefits the entire company. Consequently, analysing the factors that affect financial performance is of great importance for organisations. The aim of this research is to examine the impact of innovation on financial performance. For this purpose, two approaches were applied by using multiple regression and structural equation modelling methods to test the relationship between the variables. To achieve the research objectives, 37 manufacturing companies from the BIST 100 index listed on Borsa Istanbul were examined between 2017 and 2022. The test results indicate that both the multiple regression and structural equation modelling approaches show a positive and significant effect of innovation on financial performance. In other words, innovation improves the financial performance of companies.

Kaynakça

  • Amado, C. A. F., Santos, S. P., Marques, P. M. (2012), “Integrating the Data Envelopment Analysis and the Balanced Scorecard approach for enhanced performance assessment”, Omega, Vol. 40, pp. 390-403. google scholar
  • Asadi, A. (2017), “Corporate Governance and Holding Companies and Subsidiaries Performance in Tehran Stock Exchange”, Financial Management Strategy, Vol. 4, No. 4, pp. 129-151. google scholar
  • Aydıngülü Sakalsız, S., Özşahin Koc, F. (2024), “The Effect of Innovation on Financial Performance: Research in BIST Manufacturing Sector”, Journal of Accounting and Taxation Studies, Vol. 12, No. 2, pp. 251-267. google scholar
  • Chou, C. P., Bentler, P. M. (1995), “Estimates and Tests in Structural Equation Modelling. In: Hoyle, R.H., Ed., Structural Equation Modelling: Issues and Application”, SAGE Publications, Newbury, pp. 37-55. google scholar
  • Costa, J., Fonseca, J. P. (2022), “The Impact of Corporate Social Responsibility and Innovative Strategies on Financial Performance”, Risks, Vol. 10, No. 103, pp. 1-20. google scholar
  • Cravens, K. S., Oliver, E. G., Stewart, J. S. (2010), “Can A Positive Approach to Performance Evaluation Accomplish Your Goals?”, Kelley School of Business, Vol. 53, pp. 269-279. google scholar
  • Fornell, C., Larcker, D. F. (1981), “Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics”, Journal of Marketing Research, Vol. 18, pp. 382-388. google scholar
  • Gabriel, A. S., Cheshin, A., Moran, C. M., Van Kleef, G. A. (2016), “Enhancing Emotional Performance and Customer Service Through Human Resources Practices: A Systems Perspective”, Human Resource Management Review, Vol. 26, No. 1, pp. 14-24. google scholar
  • Gundy, G., Lusoy, G., Kilic, K., Alpkan, L. (2011), “Effects of Innovation Types on Firm Performance”, International Journal of Production Economics, Vol. 133, No. 2, pp. 662-676. google scholar
  • Hai, D. T., Toan, N. Q., Van Tam, N. (2022), “Critical Success Factors for Implementing PPP Infrastructure Projects in Developing Countries: The Case of Vietnam”, Innovative Infrastructure Solutions, Vol. 7, No. 1, pp. 1-13. google scholar
  • Jimenez, J. D., Sanz Valle, R. (2011), “Innovation, Organisational Learning and Performance”, Journal of Business Research, Vol. 4, No. 64, pp. 417-408. google scholar
  • Kline, R. B. (2011), “Principles and Practice of Structural Equation Modelling”, Guilford Press, New York. google scholar
  • Liu, Q., Qu, X., Wang, D., Abbas, J., Mubeen, R. (2021), “Product Market Competition and Firm Performance: Business Survival Through Innovation and Entrepreneurial Orientation Amid COVID-19 Financial Crisis”, Frontiers in Psychology, Vol. 12, pp. 1-12. google scholar
  • Malmir, M., Javadi, S., Moridi, A., Neshat, A., Razdar, B. (2021), “A New Combined Framework for Sustainable Development Using the DPSIR Approach and Numerical Modelling”, Geoscience Frontiers, Vol. 12, No. 4, pp.101-169. google scholar
  • Namazi, M., Moghimi, F. (2018), “Effects of Innovations and Moderating Role of Corporate Social Responsibility on the Financial Performance of the Firms Listed on the Tehran Stock Exchange in Different Industries”, Journal of Accounting and Auditing Review, Vol. 25, No.2, pp. 289-310. google scholar
  • Nikraftar, T., Talebi, K., Saidi Arani, F. (2015), “The Relationship Between Organisational Innovation and Performance Considering the Role of Marketing Innovation as Intermediary Variable”, Journal of Business Management, Vol.7, No. 2, pp. 485-500. google scholar
  • Olugu, E. U., Wong Kuan, Y. (2012), “An Expert Fuzzy Rule-Based System for Closed-Loop Supply Chain Performance Assessment in the Automotive Industry”, Expert Systems with Applications, Vol. 39, No. 1, pp. 375-384. google scholar
  • Oregan, N., Ghobadian, A. Martin, S. (2006), “Fast Tracking Innovation in Manufacturing SEM”, Innovation, Vol. 26, No. 2, pp. 251-261. google scholar
  • Quelhas, F. D. C. (2020), “Assessing Informal Learning Strategies in Research Groups: Training Programs of Top Brazilian Public Firms”, The Faces Journal, Vol. 19, No. 4, pp. 8-18. google scholar
  • Quynhthu, N. (2011), “The Relationship Between Corporate Culture and Use of Management Accounting Innovation in Vietnamese Companies: A Study of Techcom Bank”, Graduation Project, Vol. 92, pp. 341-359. google scholar
  • Rahman Seresht, H., Afsar, A. (2008), “Impact of Information Sharing on Competitive Strategy and Performance of Supply Chain”, Information Technology Management, Vol. 1, No. 1, pp. 37-48. google scholar
  • Rogers, E. M., Shoemaker, F. F. (1971), “Communication of Innovations: A Cross-Cultural Approach”, The Free Press, 2nd Edition, New York. google scholar
  • Saliba de Oliveira, J. A., Cruz Basso, L. F., Kimura, H., Amorim Sobreio, V. (2018), “Innovation and Financial Performance of Companies Doing Business in Brazil”, International Journal of Innovation Studies, Vol. 2, No. 4, pp. 153-164. google scholar
  • Schumpeter, J., Backhaus, U. (2003), “The Theory of Economic Development”, Berlin, pp. 61-116. google scholar
  • Taghizadeh, R., Fazli, S. (2011), “Applying Hybrid Approach Go GRA and FTOPSIS for Companies’ Performance Measurement”, Industrial Management, Vol. 2, pp. 125-150. google scholar
  • Yilmaz, F., Toutounchi Asl, M. R., (2025), “The Effect of The Moderating Role of Corporate Social Responsibility and Product Market Competition on The Relationship Between Innovation and Financial Performance”, Istanbul University, Social Sciences Institute, Turkey. google scholar

Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması

Yıl 2025, Sayı: 74, 1 - 20, 27.01.2026
https://doi.org/10.26650/MED.1769600
https://izlik.org/JA45ZJ76PS

Öz

Günümüzde, kurumlarda kaynakların kıtlığı nedeniyle bu kaynakların verimli kullanılması hem kurum hem de kurum üyeleri tarafından büyük önem taşımaktadır. Bu bağlamda, vekalet teorisine göre, kurumların yönetimi ve hissedarları arasında çıkar çatışması bulunmaktadır. Bu nedenle; hissedarlar, kıt kaynakların tüm işletmenin menfaattarını sağlamak şekilde kullanıldığından emin olmak için işletmenin finansal performansını incelemektedir. Dolayısıyla finansal performansı etkileyen faktörlerin incelenmesi kurum için büyük önem taşımaktadır. Bu araştırmanın amacı, finansal performans üzerinde inovasyonun etkisini incelemektir. Bu amaçla, değişkenler arasında ilişkiyi test etmek için çoklu regresyon ve yapısal eşitlik modelleme yöntemleri sağlanarak, iki yaklaşım kullanılmıştır. Araştırma amaçlarına ulaşmak için, Borsa İstanbul’da BIST 100 işletmeden 37 imalat işletmesi, 2017-2022 yılları arasında incelemeye alınmıştır. Test sonuçları, çoklu regresyon ve yapısal eşitlik modelleme yaklaşımlarının her ikisi de finansal performans üzerinde inovasyonun pozitif ve anlamlı bir etkisi olduğunu göstermektedir. Diğer bir ifade ile, inovasyon işletmelerin finansal performansını artırmaktadır.

Kaynakça

  • Amado, C. A. F., Santos, S. P., Marques, P. M. (2012), “Integrating the Data Envelopment Analysis and the Balanced Scorecard approach for enhanced performance assessment”, Omega, Vol. 40, pp. 390-403. google scholar
  • Asadi, A. (2017), “Corporate Governance and Holding Companies and Subsidiaries Performance in Tehran Stock Exchange”, Financial Management Strategy, Vol. 4, No. 4, pp. 129-151. google scholar
  • Aydıngülü Sakalsız, S., Özşahin Koc, F. (2024), “The Effect of Innovation on Financial Performance: Research in BIST Manufacturing Sector”, Journal of Accounting and Taxation Studies, Vol. 12, No. 2, pp. 251-267. google scholar
  • Chou, C. P., Bentler, P. M. (1995), “Estimates and Tests in Structural Equation Modelling. In: Hoyle, R.H., Ed., Structural Equation Modelling: Issues and Application”, SAGE Publications, Newbury, pp. 37-55. google scholar
  • Costa, J., Fonseca, J. P. (2022), “The Impact of Corporate Social Responsibility and Innovative Strategies on Financial Performance”, Risks, Vol. 10, No. 103, pp. 1-20. google scholar
  • Cravens, K. S., Oliver, E. G., Stewart, J. S. (2010), “Can A Positive Approach to Performance Evaluation Accomplish Your Goals?”, Kelley School of Business, Vol. 53, pp. 269-279. google scholar
  • Fornell, C., Larcker, D. F. (1981), “Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics”, Journal of Marketing Research, Vol. 18, pp. 382-388. google scholar
  • Gabriel, A. S., Cheshin, A., Moran, C. M., Van Kleef, G. A. (2016), “Enhancing Emotional Performance and Customer Service Through Human Resources Practices: A Systems Perspective”, Human Resource Management Review, Vol. 26, No. 1, pp. 14-24. google scholar
  • Gundy, G., Lusoy, G., Kilic, K., Alpkan, L. (2011), “Effects of Innovation Types on Firm Performance”, International Journal of Production Economics, Vol. 133, No. 2, pp. 662-676. google scholar
  • Hai, D. T., Toan, N. Q., Van Tam, N. (2022), “Critical Success Factors for Implementing PPP Infrastructure Projects in Developing Countries: The Case of Vietnam”, Innovative Infrastructure Solutions, Vol. 7, No. 1, pp. 1-13. google scholar
  • Jimenez, J. D., Sanz Valle, R. (2011), “Innovation, Organisational Learning and Performance”, Journal of Business Research, Vol. 4, No. 64, pp. 417-408. google scholar
  • Kline, R. B. (2011), “Principles and Practice of Structural Equation Modelling”, Guilford Press, New York. google scholar
  • Liu, Q., Qu, X., Wang, D., Abbas, J., Mubeen, R. (2021), “Product Market Competition and Firm Performance: Business Survival Through Innovation and Entrepreneurial Orientation Amid COVID-19 Financial Crisis”, Frontiers in Psychology, Vol. 12, pp. 1-12. google scholar
  • Malmir, M., Javadi, S., Moridi, A., Neshat, A., Razdar, B. (2021), “A New Combined Framework for Sustainable Development Using the DPSIR Approach and Numerical Modelling”, Geoscience Frontiers, Vol. 12, No. 4, pp.101-169. google scholar
  • Namazi, M., Moghimi, F. (2018), “Effects of Innovations and Moderating Role of Corporate Social Responsibility on the Financial Performance of the Firms Listed on the Tehran Stock Exchange in Different Industries”, Journal of Accounting and Auditing Review, Vol. 25, No.2, pp. 289-310. google scholar
  • Nikraftar, T., Talebi, K., Saidi Arani, F. (2015), “The Relationship Between Organisational Innovation and Performance Considering the Role of Marketing Innovation as Intermediary Variable”, Journal of Business Management, Vol.7, No. 2, pp. 485-500. google scholar
  • Olugu, E. U., Wong Kuan, Y. (2012), “An Expert Fuzzy Rule-Based System for Closed-Loop Supply Chain Performance Assessment in the Automotive Industry”, Expert Systems with Applications, Vol. 39, No. 1, pp. 375-384. google scholar
  • Oregan, N., Ghobadian, A. Martin, S. (2006), “Fast Tracking Innovation in Manufacturing SEM”, Innovation, Vol. 26, No. 2, pp. 251-261. google scholar
  • Quelhas, F. D. C. (2020), “Assessing Informal Learning Strategies in Research Groups: Training Programs of Top Brazilian Public Firms”, The Faces Journal, Vol. 19, No. 4, pp. 8-18. google scholar
  • Quynhthu, N. (2011), “The Relationship Between Corporate Culture and Use of Management Accounting Innovation in Vietnamese Companies: A Study of Techcom Bank”, Graduation Project, Vol. 92, pp. 341-359. google scholar
  • Rahman Seresht, H., Afsar, A. (2008), “Impact of Information Sharing on Competitive Strategy and Performance of Supply Chain”, Information Technology Management, Vol. 1, No. 1, pp. 37-48. google scholar
  • Rogers, E. M., Shoemaker, F. F. (1971), “Communication of Innovations: A Cross-Cultural Approach”, The Free Press, 2nd Edition, New York. google scholar
  • Saliba de Oliveira, J. A., Cruz Basso, L. F., Kimura, H., Amorim Sobreio, V. (2018), “Innovation and Financial Performance of Companies Doing Business in Brazil”, International Journal of Innovation Studies, Vol. 2, No. 4, pp. 153-164. google scholar
  • Schumpeter, J., Backhaus, U. (2003), “The Theory of Economic Development”, Berlin, pp. 61-116. google scholar
  • Taghizadeh, R., Fazli, S. (2011), “Applying Hybrid Approach Go GRA and FTOPSIS for Companies’ Performance Measurement”, Industrial Management, Vol. 2, pp. 125-150. google scholar
  • Yilmaz, F., Toutounchi Asl, M. R., (2025), “The Effect of The Moderating Role of Corporate Social Responsibility and Product Market Competition on The Relationship Between Innovation and Financial Performance”, Istanbul University, Social Sciences Institute, Turkey. google scholar
Toplam 26 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Finansal Muhasebe
Bölüm Araştırma Makalesi
Yazarlar

Mohammad Reza Toutounchi Asl 0000-0002-9650-9244

Fatih Yılmaz 0000-0001-6112-1883

Gönderilme Tarihi 20 Ağustos 2025
Kabul Tarihi 2 Ocak 2026
Yayımlanma Tarihi 27 Ocak 2026
DOI https://doi.org/10.26650/MED.1769600
IZ https://izlik.org/JA45ZJ76PS
Yayımlandığı Sayı Yıl 2025 Sayı: 74

Kaynak Göster

APA Toutounchi Asl, M. R., & Yılmaz, F. (2026). Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması. Journal of Accounting Institute, 74, 1-20. https://doi.org/10.26650/MED.1769600
AMA 1.Toutounchi Asl MR, Yılmaz F. Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması. MED. 2026;(74):1-20. doi:10.26650/MED.1769600
Chicago Toutounchi Asl, Mohammad Reza, ve Fatih Yılmaz. 2026. “Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması”. Journal of Accounting Institute, sy 74: 1-20. https://doi.org/10.26650/MED.1769600.
EndNote Toutounchi Asl MR, Yılmaz F (01 Ocak 2026) Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması. Journal of Accounting Institute 74 1–20.
IEEE [1]M. R. Toutounchi Asl ve F. Yılmaz, “Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması”, MED, sy 74, ss. 1–20, Oca. 2026, doi: 10.26650/MED.1769600.
ISNAD Toutounchi Asl, Mohammad Reza - Yılmaz, Fatih. “Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması”. Journal of Accounting Institute. 74 (01 Ocak 2026): 1-20. https://doi.org/10.26650/MED.1769600.
JAMA 1.Toutounchi Asl MR, Yılmaz F. Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması. MED. 2026;:1–20.
MLA Toutounchi Asl, Mohammad Reza, ve Fatih Yılmaz. “Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması”. Journal of Accounting Institute, sy 74, Ocak 2026, ss. 1-20, doi:10.26650/MED.1769600.
Vancouver 1.Mohammad Reza Toutounchi Asl, Fatih Yılmaz. Finansal Performans Üzerinde İnovasyonun Etkisi: Çoklu Regresyon ve Yapısal Eşitlik Modelleme Yöntemlerinin Karşılaştırılması. MED. 01 Ocak 2026;(74):1-20. doi:10.26650/MED.1769600