The Impact of the Business Model on the Size of Investments Received by a Startup at the Series A Stage in the US Market

IF 0.7 Q3 ECONOMICS
Darya A. Zubakina, Pavel E. Koliasov
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引用次数: 0

Abstract

Numerous studies have been devoted to the factors influencing the market success of startups. However, at early stages of startup development, obtaining investments is a priority. Nevertheless, the topic of the influence of various factors, specifically the choice of business model, on the amount of investment received by a startup remains underexplored. Therefore, the aim of this research is to assess the impact of the business model on the amount of investment received by a startup at the Series A stage. The hypothesis being put forward is that the business model patterns utilized by the startup impact the amount of investment received at the Series A stage. To achieve this goal and test the hypothesis, Student's t-test and Mann-Whitney test were applied to a sample of 2313. As a result of the study, the influence of the business model for different industries was revealed. Considering that different business models have varying effects on the amount of investment, models leading to an increase or decrease in investment size were identified for startup founders. The results of this article enable startups to compare their chosen model with those that allow for larger investments and to adjust their chosen strategy. Additionally, this study stands out due to the uniqueness of the methods applied within the scope of the issues covered in the article and the unique sample size in assessing the impact of the business model factor. The findings of this research serve as a catalyst for incorporating the business model factor into further studies dedicated to a comprehensive assessment of a startup's investment attractiveness and the creation of a machine learning model to predict the success of obtaining investments and the amount of investment a startup can expect.
商业模式对初创公司在美国市场a轮融资阶段获得投资规模的影响
对于影响创业公司在市场上成功的因素,人们进行了大量的研究。然而,在创业发展的早期阶段,获得投资是一个优先事项。然而,各种因素,特别是商业模式的选择对创业公司获得的投资金额的影响这一主题仍然没有得到充分的探讨。因此,本研究的目的是评估商业模式对初创公司在a轮融资阶段获得的投资额的影响。提出的假设是,创业公司采用的商业模式模式会影响在A轮融资阶段获得的投资额。为了实现这一目标并检验假设,对2313个样本进行了学生t检验和Mann-Whitney检验。研究结果揭示了商业模式对不同行业的影响。考虑到不同的商业模式对投资金额的影响是不同的,我们为创业者确定了导致投资规模增加或减少的模式。本文的结果使初创公司能够将他们选择的模型与那些允许更大投资的模型进行比较,并调整他们选择的策略。此外,由于在文章所涵盖的问题范围内应用的方法的独特性以及评估商业模式因素影响的独特样本量,本研究脱颖而出。这项研究的结果作为催化剂,将商业模式因素纳入进一步的研究,致力于全面评估创业公司的投资吸引力,并创建机器学习模型,以预测获得投资的成功和创业公司可以预期的投资金额。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.40
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