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Start-up Değerlemesi: Yeni bir Yöntem Önerisi

Year 2024, Volume: 9 Issue: 3, 549 - 574, 30.09.2024
https://doi.org/10.30784/epfad.1475685

Abstract

Bu araştırma, Türkiye’de yeni kurulan teknoloji ve yenilik odaklı fikir aşamasındaki girişimlerin (start-up’ların) değerlemesinde kullanılacak yeni bir yöntem geliştirmeyi amaçlamaktadır. Bu çalışma, start-up’ların fikir veya projelerinin ölçeklenebilirliği, ekibinin niteliği, kurucuların sayısı, ekibin eğitim dereceleri, yatırımının içinde bulunduğu endüstri gibi bazı değişkenleri test etmek suretiyle, değerlerini etkileyen etmenlerin neler olduğunu; bulunan bu etmenlerin değeri ne kadar etkilediğini ve değerlemede işe yarayacak yeni bir yöntem geliştirmeyi amaçlamaktadır. Türkiye’de 2022-2023 döneminde kitle fonlama platformları (KFP) üzerinden tohum aşamasında satılan ya da girişim sermayesi yatırım fonları (GSYF) tarafından birinci turda payı satın alınan start-up’ların yataykesit verilerinin ve Cobb-Douglas üretim modelinin kullanıldığı bu çalışmada, normal en küçük kareler regresyon analiziyle söz konusu start-up’ların değerleri tahmin edilmiştir. Araştırma sonuçları, Türkiye’deki KFP’lerce fonlanan tohum işletmelerin hisselerinin değerleri için yüksek teknolojinin ve proje ekibinin eğitim derecelerinin önemli bir etkiye sahip olduğunu; GSYF’lerin satın aldığı start-up’lar için yapılan değerlemelerde ise, start-up’ların yüksek teknolojiye ve ölçeklenebilirlik özelliklerine sahip projelerinin nispeten daha yüksek etkiye sahip olduğunu göstermektedir. Araştırma sonucu, ABD gibi gelişmiş ülkelerdeki start-up değerlemesinde kullanılan Berkus, puankartı değerleme yöntemi veya risk faktörlerini toplama yöntemi gibi değerleme yöntemlerindeki değer katsayılarının Türkiye’ye uygulanması halinde, çok gerçekçi sonuçlar alınmayacağını; her ülkedeki şirketlerin değer katsayılarının farklı olabileceğini göstermektedir.

References

  • Akkaya, M. (2019). Start-up valuation: Theories, models, and future. In S.D. Köseoğlu (Ed.), Valuation challenges and solutions in contemporary businesses (pp. 137-156). doi:10.4018/978-1-7998-1086-5.ch008
  • Alexander, T.L. and Joseph, M.N. (2016). Statistical and machine techniques for assessing the status of startups. International Journal of Advanced Research, 4(5), 480-487. http://dx.doi.org/10.21474/IJAR01/565
  • Altundal, V. ve Başar, M. (2020). Erken aşama startupların finansmanı ve değerlemesi. Ankara: Detay Yayıncılık.
  • Ba, Z., Zhao, Y.C., Song, S. and Zhu, Q. (2021). Understanding the determinants of online medical crowdfunding project success in China. Information Processing and Management, 58, 102465. https://doi.org/10.1016/j.ipm.2020.102465
  • Benninga, S.Z. and Sarig, O.H. (1997). Corporate finance, a valuation approach. New York: The McGraw-Hill Companies.
  • Berkus, D. (2016). After 20 years: Updating the Berkus method of valuation. Retrieved from https://berkonomics.com/?p=2752
  • Birley, S. and Westhead, P. (1994). A taxonomy of business start-up reasons and their impact on firm growth and size. Journal of Business Venturing, 9(1), 7-31. https://doi.org/10.1016/0883-9026(94)90024-8
  • Blackman, A. (2023). What is a startup? Basic definition and characteristics. Retrieved from https://business.tutsplus.com/tutorials/what-is-a-startup--cms-26045
  • Blank, S. and Dorf, B. (2012). The Startup owner's manual: The step-by-step guide for building a great company. California: K & S Ranch.
  • Campani, C.H., Cheng, Y.D.A. and Roquete, R.M. (2021). Founder’s added value in a start-up valuation. Could an expert be worth an extra penny? Journal of Administrative Sciences, 27(2), 9872. https://doi.org/10.5020/2318-0722.2021.27.3.10172
  • Çavuşoğlu, S.B. ve Göksu, T.S. (2024). Start-up projeleri ve yatırımları içerisinde spor: Ekosistem raporlarının incelenmesi. International Journal of Human Sciences, 21(1), 73-95. https://doi.org/10.14687/jhs.v21i1.6455
  • Çitçi, U.S. ve Petekçi, S. (2022). Start-up anlatılarının argümantasyon perspektifinden değerlendirilmesi: İTÜ Big Bang start-up challenge örnek olayı. KAÜİİBFD, 13(Kongre Özel Sayısı), 258-279. https://doi.org/10.36543/kauiibfd.2022.ozelsayi12
  • Damodaran, A. (2009). Valuing young, start-up and growth companies: Estimation issues and valuation challenges (SSRN Working Paper No. 1418687). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1418687
  • Damodaran, A. (2021). The little book of valuation. New York: John Wiley and Sons.
  • Dhochak, M. and Doliya, P. (2020). Valuation of a startup: Moving towards strategic approaches. Journal of Multi-Criteria Decision Analysis, 27(1-2), 39-49. https://doi.org/10.1002/mcda.1703
  • Fitza, M., Dowling, M. and Doblinger, C. (2013). Does country matter for the performance of new ventures? Frontiers of Entrepreneurship Research, 33(19). Retrieved from https://digitalknowledge.babson.edu/fer
  • Granlund, M. and Taipaleenmäki, J. (2005). Management control and controllership in new economy firms - A life cycle perspective. Management Accounting Research, 16(1), 21-57. https://doi.org/10.1016/j.mar.2004.09.003
  • Hanifzadeh, F., Talebi, K., Sajadi, S.M. and Sakhdari, K. (2021). The impact of the entrepreneurial team on the scalability of start-ups. Journal of Entrepreneurship Development, 14(3), 421-440. doi:10.22059/jed.2021.319035.653601
  • Hayatul, Y. and Rahadi, R.A. (2023). Start-up valuation methods: A literature review. Himalayan Journals Economics and Business Management, 4(3), 1-7. doi:10.47310/hjebm.2023.v04i01.045
  • Hernández, C. and González, D. (2016). Study of the start-up ecosystem in Lima, Peru: Collective case study. Latin American Business Review, 17(2), 115-137. https://doi.org/10.1080/10978526.2016.1171678
  • Hudson, M. (2015). The art of valuing a start-up. Retrieved from https://www.forbes.com/sites/mariannehudson/2015/03/06/the-art-of-valuing-a-startup/
  • Jakobsson, E.F. and Jenefeldt, A. (2020). Scalability in start-ups: A case study of how technological start-up companies can enhance scalability (Unpublished doctoral dissertation). Linköping University, Linköping, Sweden.
  • Lange, F., Tomini, N., Brinkmann, F., Kanbach, D.K. and Kraus, S. (2023). Demystifying massive and rapid business scaling – An explorative study on driving factors in digital start-ups. Technological Forecasting & Social Change, 196(2023), 122841. https://doi.org/10.1016/j.techfore.2023.122841
  • Maddala, G.S. (1988). Introduction to econometrics. New York: Macmillan Publishing.
  • Montani, D., Gervasio, D. and Pulcini, A. (2020). Start-up company valuation: The state of art and future trends. International Business Research, 13(9), 31-45. https://doi.org/10.5539/ibr.v13n9p31
  • Moro-Visconti, R. (2019). The valuation of technological start-ups (SSRN Working Paper No. 3533876). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3533876
  • Nasser, S. (2016). How to value a start-up - 9 methods explained. Retrieved from https://www.stephnass.com/blog/how-to-value-a-start-up
  • Neves, A.P.Z. and Zilber, S.N. (2023). Digital start-ups survivor and scalability: Identifying variables for accelerated growth. Open Journal of Business and Management, 11, 1927-1947. https://doi.org/10.4236/ojbm.2023.115107
  • Nicholson, W. (1989). Microeconomic theory: Basic principles and extentions. The Dryden Press Publishing.
  • Özdemir, S., Arslan, S. ve Özdemir, F. (2024). Türkiye’de startup girişimlerine bakış: Çanakkale ilinde bir vaka analizi. Alanya Akademik Bakış Dergisi, 8(2), 533-550. https://doi.org/10.29023/alanyaakademik.1388324
  • Payne, B. (2011). Valuations 101: The risk factor summation method. Retrieved from https://gust.com/blog/valuations-101-the-risk-factor-summation-method/
  • Peña, I. (2002). Intellectual capital and business start-up success. Journal of Intellectual Capital, 3(2), 180-198. https://doi.org/10.1108/14691930210424761
  • Rakhmayil, S. and Yüce, A. (2008). Effects of manager qualification on firm value. Journal of Business & Economics Research, 6(7), 127-138. Retrieved from https://core.ac.uk/
  • Ramos, P.H.B. and Pedroso, M.C. (2022). Main elements involved in the start-up scalability process: A study on Brazilian agtechs. Revista de Gestao, 29(3), 220-237. https://doi.org/10.1108/REGE-04-2021-0070
  • Roubalova, L. and Viskovotova, L. (2019). The time augmented Cobb-Douglas production function. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 67(5), 1347-1356. doi:10.11118/actaun201967051347
  • Santisteban, J., Mauricio, D. and Cachay, O. (2021). Critical success factors for technology-based startups. International Journal of Entrepreneurship and Small Business, 42(4), 397-421. https://doi.org/10.1504/IJESB.2021.114266
  • Sudiyatno, B., Puspitasari, E., Suwarti, T. and Asyif, M.M. (2020). Determinants of firm value and profitability: Evidence from Indonesia. Journal of Asian Finance, Economics and Business, 7(11), 769–778. Retrieved from https://koreascience.kr/
  • Susilo, D. (2020). Scalable start-up entrepreneurship and local economic development in emerging economies. Applied Economics Journal, 27(2), 145-163. Retrieved from https://ageconsearch.umn.edu/
  • Şahin, B.Ş. (2023). Start-up firmalarının değerlemesi ve start-up yatırımlarının başarısını etkileyen unsurlar (Yayımlanmamış doktora tezi). Marmara Üniversitesi SBE, Türkiye.
  • Şahin, B.Ş. ve Arzova, S.B. (2024). Start-up değerlemesinde alternatif bir yaklaşım: First Chicago yöntemi. Mali Çözüm, 34(182), 333-350. Erişim adresi: https://www.proquest.com/
  • Tekin, E. (2021). Türkiye’de start-up ekosistemi üzerine bir değerlendirme. Econder International Academic Journal, 5(1), 33-48. https://doi.org/10.35342/econder.847279
  • Vallejo-Alonso, B., García-Merino, J.D. and Arregui-Ayastuy, G. (2015). Motives for financial valuation of intangibles and business performance in SMEs. Innovar, 25(56), 113-128. doi:10.15446/inno var.v25n56.48994
  • Welter, C., Scrimpshire, A., Tolonen, D. and Obrimah, E. (2021). The road to entrepreneurial success: Business plans, lean startup, or both? New England Journal of Entrepreneurship, 24(1), 21-42. https://doi.org/10.1108/NEJE-08-2020-0031

Start-up Valuation: A New Method Proposal

Year 2024, Volume: 9 Issue: 3, 549 - 574, 30.09.2024
https://doi.org/10.30784/epfad.1475685

Abstract

This research aims to develop a concrete new method for the valuation of start-ups that have just been initiated or are still in their infancy period. In other words, this study aims to develop a new valuation method for a business idea or companies that are at the seed stage or prototype/ trial production stage by testing some variables such as the scalability of the project, the qualification of the leading and research team, the number of the founders, the degrees of the team members, the industry in which the investment is made, etc. In this study, cross-section panel data and Augmented Cobb-Douglas production function for start-ups, which were sold through crowdfunding platforms or purchased by venture capital investment funds in Turkey in the period of 2022-2023, are used. The values of these start-ups were estimated with the ordinary least squares regression analysis and it is shown that the high-tech projects and the project team's education degrees have an important impact on the values of the start-ups funded through crowdfunding platforms; while the valuations made by venture capital funds show that start-ups with high technology and scalability characteristics have relatively higher values. This study also shows that start-up models like Berkus, scorecard valuation, or risk factors summation methods developed for high-income countries like the USA might not be suitable for valuation of the start-ups in developing countries like Turkey.

References

  • Akkaya, M. (2019). Start-up valuation: Theories, models, and future. In S.D. Köseoğlu (Ed.), Valuation challenges and solutions in contemporary businesses (pp. 137-156). doi:10.4018/978-1-7998-1086-5.ch008
  • Alexander, T.L. and Joseph, M.N. (2016). Statistical and machine techniques for assessing the status of startups. International Journal of Advanced Research, 4(5), 480-487. http://dx.doi.org/10.21474/IJAR01/565
  • Altundal, V. ve Başar, M. (2020). Erken aşama startupların finansmanı ve değerlemesi. Ankara: Detay Yayıncılık.
  • Ba, Z., Zhao, Y.C., Song, S. and Zhu, Q. (2021). Understanding the determinants of online medical crowdfunding project success in China. Information Processing and Management, 58, 102465. https://doi.org/10.1016/j.ipm.2020.102465
  • Benninga, S.Z. and Sarig, O.H. (1997). Corporate finance, a valuation approach. New York: The McGraw-Hill Companies.
  • Berkus, D. (2016). After 20 years: Updating the Berkus method of valuation. Retrieved from https://berkonomics.com/?p=2752
  • Birley, S. and Westhead, P. (1994). A taxonomy of business start-up reasons and their impact on firm growth and size. Journal of Business Venturing, 9(1), 7-31. https://doi.org/10.1016/0883-9026(94)90024-8
  • Blackman, A. (2023). What is a startup? Basic definition and characteristics. Retrieved from https://business.tutsplus.com/tutorials/what-is-a-startup--cms-26045
  • Blank, S. and Dorf, B. (2012). The Startup owner's manual: The step-by-step guide for building a great company. California: K & S Ranch.
  • Campani, C.H., Cheng, Y.D.A. and Roquete, R.M. (2021). Founder’s added value in a start-up valuation. Could an expert be worth an extra penny? Journal of Administrative Sciences, 27(2), 9872. https://doi.org/10.5020/2318-0722.2021.27.3.10172
  • Çavuşoğlu, S.B. ve Göksu, T.S. (2024). Start-up projeleri ve yatırımları içerisinde spor: Ekosistem raporlarının incelenmesi. International Journal of Human Sciences, 21(1), 73-95. https://doi.org/10.14687/jhs.v21i1.6455
  • Çitçi, U.S. ve Petekçi, S. (2022). Start-up anlatılarının argümantasyon perspektifinden değerlendirilmesi: İTÜ Big Bang start-up challenge örnek olayı. KAÜİİBFD, 13(Kongre Özel Sayısı), 258-279. https://doi.org/10.36543/kauiibfd.2022.ozelsayi12
  • Damodaran, A. (2009). Valuing young, start-up and growth companies: Estimation issues and valuation challenges (SSRN Working Paper No. 1418687). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1418687
  • Damodaran, A. (2021). The little book of valuation. New York: John Wiley and Sons.
  • Dhochak, M. and Doliya, P. (2020). Valuation of a startup: Moving towards strategic approaches. Journal of Multi-Criteria Decision Analysis, 27(1-2), 39-49. https://doi.org/10.1002/mcda.1703
  • Fitza, M., Dowling, M. and Doblinger, C. (2013). Does country matter for the performance of new ventures? Frontiers of Entrepreneurship Research, 33(19). Retrieved from https://digitalknowledge.babson.edu/fer
  • Granlund, M. and Taipaleenmäki, J. (2005). Management control and controllership in new economy firms - A life cycle perspective. Management Accounting Research, 16(1), 21-57. https://doi.org/10.1016/j.mar.2004.09.003
  • Hanifzadeh, F., Talebi, K., Sajadi, S.M. and Sakhdari, K. (2021). The impact of the entrepreneurial team on the scalability of start-ups. Journal of Entrepreneurship Development, 14(3), 421-440. doi:10.22059/jed.2021.319035.653601
  • Hayatul, Y. and Rahadi, R.A. (2023). Start-up valuation methods: A literature review. Himalayan Journals Economics and Business Management, 4(3), 1-7. doi:10.47310/hjebm.2023.v04i01.045
  • Hernández, C. and González, D. (2016). Study of the start-up ecosystem in Lima, Peru: Collective case study. Latin American Business Review, 17(2), 115-137. https://doi.org/10.1080/10978526.2016.1171678
  • Hudson, M. (2015). The art of valuing a start-up. Retrieved from https://www.forbes.com/sites/mariannehudson/2015/03/06/the-art-of-valuing-a-startup/
  • Jakobsson, E.F. and Jenefeldt, A. (2020). Scalability in start-ups: A case study of how technological start-up companies can enhance scalability (Unpublished doctoral dissertation). Linköping University, Linköping, Sweden.
  • Lange, F., Tomini, N., Brinkmann, F., Kanbach, D.K. and Kraus, S. (2023). Demystifying massive and rapid business scaling – An explorative study on driving factors in digital start-ups. Technological Forecasting & Social Change, 196(2023), 122841. https://doi.org/10.1016/j.techfore.2023.122841
  • Maddala, G.S. (1988). Introduction to econometrics. New York: Macmillan Publishing.
  • Montani, D., Gervasio, D. and Pulcini, A. (2020). Start-up company valuation: The state of art and future trends. International Business Research, 13(9), 31-45. https://doi.org/10.5539/ibr.v13n9p31
  • Moro-Visconti, R. (2019). The valuation of technological start-ups (SSRN Working Paper No. 3533876). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3533876
  • Nasser, S. (2016). How to value a start-up - 9 methods explained. Retrieved from https://www.stephnass.com/blog/how-to-value-a-start-up
  • Neves, A.P.Z. and Zilber, S.N. (2023). Digital start-ups survivor and scalability: Identifying variables for accelerated growth. Open Journal of Business and Management, 11, 1927-1947. https://doi.org/10.4236/ojbm.2023.115107
  • Nicholson, W. (1989). Microeconomic theory: Basic principles and extentions. The Dryden Press Publishing.
  • Özdemir, S., Arslan, S. ve Özdemir, F. (2024). Türkiye’de startup girişimlerine bakış: Çanakkale ilinde bir vaka analizi. Alanya Akademik Bakış Dergisi, 8(2), 533-550. https://doi.org/10.29023/alanyaakademik.1388324
  • Payne, B. (2011). Valuations 101: The risk factor summation method. Retrieved from https://gust.com/blog/valuations-101-the-risk-factor-summation-method/
  • Peña, I. (2002). Intellectual capital and business start-up success. Journal of Intellectual Capital, 3(2), 180-198. https://doi.org/10.1108/14691930210424761
  • Rakhmayil, S. and Yüce, A. (2008). Effects of manager qualification on firm value. Journal of Business & Economics Research, 6(7), 127-138. Retrieved from https://core.ac.uk/
  • Ramos, P.H.B. and Pedroso, M.C. (2022). Main elements involved in the start-up scalability process: A study on Brazilian agtechs. Revista de Gestao, 29(3), 220-237. https://doi.org/10.1108/REGE-04-2021-0070
  • Roubalova, L. and Viskovotova, L. (2019). The time augmented Cobb-Douglas production function. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 67(5), 1347-1356. doi:10.11118/actaun201967051347
  • Santisteban, J., Mauricio, D. and Cachay, O. (2021). Critical success factors for technology-based startups. International Journal of Entrepreneurship and Small Business, 42(4), 397-421. https://doi.org/10.1504/IJESB.2021.114266
  • Sudiyatno, B., Puspitasari, E., Suwarti, T. and Asyif, M.M. (2020). Determinants of firm value and profitability: Evidence from Indonesia. Journal of Asian Finance, Economics and Business, 7(11), 769–778. Retrieved from https://koreascience.kr/
  • Susilo, D. (2020). Scalable start-up entrepreneurship and local economic development in emerging economies. Applied Economics Journal, 27(2), 145-163. Retrieved from https://ageconsearch.umn.edu/
  • Şahin, B.Ş. (2023). Start-up firmalarının değerlemesi ve start-up yatırımlarının başarısını etkileyen unsurlar (Yayımlanmamış doktora tezi). Marmara Üniversitesi SBE, Türkiye.
  • Şahin, B.Ş. ve Arzova, S.B. (2024). Start-up değerlemesinde alternatif bir yaklaşım: First Chicago yöntemi. Mali Çözüm, 34(182), 333-350. Erişim adresi: https://www.proquest.com/
  • Tekin, E. (2021). Türkiye’de start-up ekosistemi üzerine bir değerlendirme. Econder International Academic Journal, 5(1), 33-48. https://doi.org/10.35342/econder.847279
  • Vallejo-Alonso, B., García-Merino, J.D. and Arregui-Ayastuy, G. (2015). Motives for financial valuation of intangibles and business performance in SMEs. Innovar, 25(56), 113-128. doi:10.15446/inno var.v25n56.48994
  • Welter, C., Scrimpshire, A., Tolonen, D. and Obrimah, E. (2021). The road to entrepreneurial success: Business plans, lean startup, or both? New England Journal of Entrepreneurship, 24(1), 21-42. https://doi.org/10.1108/NEJE-08-2020-0031
There are 43 citations in total.

Details

Primary Language Turkish
Subjects Financial Economy
Journal Section Makaleler
Authors

İbrahim Tutar 0000-0003-3373-269X

Özge Orbey 0009-0002-4507-1104

Publication Date September 30, 2024
Submission Date April 29, 2024
Acceptance Date September 19, 2024
Published in Issue Year 2024 Volume: 9 Issue: 3

Cite

APA Tutar, İ., & Orbey, Ö. (2024). Start-up Değerlemesi: Yeni bir Yöntem Önerisi. Ekonomi Politika Ve Finans Araştırmaları Dergisi, 9(3), 549-574. https://doi.org/10.30784/epfad.1475685