营销与破产风险:营销能力的作用

IF 3.7 Q2 BUSINESS
Abhi Bhattacharya, H. Sardashti, Ashkan Faramarzi
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引用次数: 0

摘要

研究表明,营销行为和资产在降低破产风险方面发挥了作用。然而,拥有强大营销资产和稳健营销预算的公司也会破产。因此,营销费用的巨大规模和仅仅拥有营销资产并不能完全解释破产风险的变化。我们主张需要强大的营销能力,以确保营销资产得到充分利用。使用美国公司的大型纵向数据集,我们表明需要能力和资产的结合来降低破产风险。使用机器学习技术的样本外验证表明,当营销能力与标准财务预测因素相结合时,破产预测模型的性能会提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Marketing and bankruptcy risk: the role of marketing capabilities
Research has demonstrated the role of marketing actions and assets in reducing bankruptcy risk. However, firms with strong marketing assets and robust marketing budgets also fall prey to bankruptcy. Therefore, the sheer magnitude of marketing expenses and mere possession of marketing assets do not fully account for the variation in bankruptcy risk. We argue for the need of a strong marketing capability to ensure that marketing assets are fully employed and exploited. Using a large longitudinal dataset of U.S. firms, we show that a combination of capabilities and assets is required to reduce bankruptcy risk. Out-of-sample validation using machine-learning techniques indicates that the performance of bankruptcy prediction models improve when marketing capability is included with standard financial predictors.
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来源期刊
CiteScore
9.20
自引率
7.30%
发文量
43
期刊介绍: Journal of Strategic Marketing publishes papers on key aspects of the interface between marketing and strategic management. It is a vehicle for discussing long-range activities where marketing has a role to play in managing the long-term objectives and strategies of companies. The objectives of the Journal are as follows: 1.To bridge the disciplines of marketing and strategic management, and to address the development of knowledge concerning the role that marketing has to play in the management of strategy. 2.To provide a vehicle for the advancement of knowledge in the field of strategic marketing and to stimulate research in this area. 3.To consider the role of marketing as an orientation of management at the strategic level of organizations.
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