企业融资数字化与公司业绩:全球证据与分析

IF 1.3 Q3 ECONOMICS
Mohammed Sawkat Hossain, Maleka Sultana
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引用次数: 0

摘要

目的 目前,企业财务数字化在全球范围内带来了企业战略、创新、融资和管理能力的范式转变。然而,现有的金融学术著作很难通过全球性的证据和分析来证明企业金融数字化对企业绩效的影响。因此,当代关于企业财务数字化是否真正刺激了企业绩效的争论一直是相关文献中亟待解决的问题。因此,本研究的目的是针对一个尚未解决的金融问题,即高数字化企业(HDFs)在财富最大化方面的表现是否优于同类同行,找出一个以数据为驱动的简明对策。设计/方法/途径第一阶段检验模型基于系统 GMM 检验相对高数字化企业与低数字化企业的企业绩效。概率(logit)模型的第二阶段检验推断出,成为高数字化企业的概率会因为更好的绩效而提高。然后,作者根据不同的量化回归和基于 Z 值的系统 GMM 进行了稳健检验。此外,作者还重新检验并展示了固定效应和随机效应的检验结果,以捕捉时变个体异质性。通过对高数字化企业和低数字化企业(LDFs)进行 15 年的跨国面板分析,检验结果表明,数字化企业的整体绩效明显优于非数字化企业。全球证据表明,与同类企业相比,高数字化企业面临的价值更高,财务状况更持久。这项研究可以有效地鼓励管理者、决策者和投资者认识到采用必要的数字化的必要性。总之,这项原创性研究填补了企业金融文献中的一个核心研究空白,为重新思考企业数字化对附加值的假设,进而确定财富最大化的最优决策提供了新的方向。研究结果还表明,如果投资者投资于市值相对较低、公司业绩相对较弱的低流动性公司,则需要额外的风险溢价。原创性/价值从投资者的角度来看,这一学术新成果有助于解决公司财务数字化对公司业绩的影响这一创新而悬而未决的问题,因为在全球市场上,公司财务数字化程度的高低是一个新问题。因此,这一学术创新有助于分享企业财务数字化及其对企业绩效影响的全球证据。此外,本研究还根据金融和商业流顶级期刊上发表的最新相关学术著作进行了深入的评论分析,以确定假设。总之,本研究填补了公司财务文献中的一个核心研究空白,为重新思考公司数字化问题提供了新的方向,从而为股东财富最大化确定了最优决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digitalization of corporate finance and firm performance: global evidence and analysis

Purpose

As of now, the digitization of corporate finance presents a paradigm shift in business strategy, innovation, financing and managerial capability around the globe. However, the prevailing finance scholarly works hardly document the impact of the digitalization of corporate finance on firm performance with global evidence and analysis. Hence, the contemporary debate on whether firm performance is genuinely stimulated because of the digitalization of corporate finance or not has been a pressing issue in the relevant literature. Therefore, the purpose of this study is to identify a data-driven, concise response to an unaddressed finance issue if the performance of high-digitalized firms (HDFs) outperforms that of their counterpart peers for wealth maximization.

Design/methodology/approach

The first stage test models examine the firm performance of relatively high-digitalized firms as opposed to low-digitalized firms based on the system GMM. The second stage test of the probabilistic (logit) model infers that the probability of being HDFs explores because of better performance. Then, the authors execute robust checks based on the different quantile regressions and Z-score-based system GMM. In addition, the authors recheck and present the test results of the fixed effect and random effect to capture time-invariant individual heterogeneity. Finally, the supplementary test findings of firms’ credit strength by using Altman five- and four-factor Z-score models are presented.

Findings

By using cross-country panel analysis as 15 years’ test bed for HDFs and low digitalized firms (LDFs), the test results indicate that the overall firm performance of a digitalized firm is significantly better than that of a non-digitalized firm. The global evidence documents that HDFs are exposed to higher values and are financially more persistent as compared to their counterparts. The finding is remarkably concomitant across several possible subsample analysis, such as country–industry–size–period analysis.

Practical implications

This study can be remarkably effective in encouraging managers, policymakers and investors to acknowledge the need for adopting the required digitalization. Overall, this original study addresses a core research gap in the corporate finance literature and remarkably provides further direction to rethink the assumptions of firm digitalization on additive value and thereby identify optimal decisions for wealth maximization. The findings also imply that investors require an additional risk premium if they invest in relatively LDFs, which have relatively lower market value and weaker firm performance.

Originality/value

From an investors point of view, the academic novelty contributes to an innovative and unsettled issue on the impact of digitization of corporate finance on firm performance because there is a new question of high or low digitization of corporate finance in the global market. Hence, this academic novelty contributes to sharing global evidence of the digitalization of corporate finance and its effect on firm performances. In addition, an intensive critical review analysis is conducted based on the most recent and relevant scholarly works published in the top-tier journals of finance and business stream to fix the hypothesis. Overall, this study addresses a core research gap in the corporate finance literature; notably provides further direction to rethink firm digitalization; and thereby identifies optimal decisions for shareholders’ wealth maximization.

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来源期刊
CiteScore
2.80
自引率
8.30%
发文量
13
期刊介绍: The Journal of Financial Economic Policy publishes high quality peer reviewed research on financial economic policy issues. The journal is devoted to the advancement of the understanding of the entire spectrum of financial policy and control issues and their interactions to economic phenomena. Economic and financial phenomena involve complex trade-offs and linkages between various types of risk factors and variables of interest to policy makers and market participants alike. Market participants such as economic policy makers, regulators, banking and competition supervisors, corporations and financial institutions, require timely and robust answers to the contemporary and emerging policy questions. In turn, such answers require thorough input by the academics, policy makers and practitioners alike. The Journal of Financial Economic Policy provides the forum to satisfy this need. The journal publishes and invites concise papers to enable a prompt response to current and emerging policy affairs.
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