了解消费者信心在应对不利冲击时的演变,以及市场营销如何帮助企业在经济衰退中取得成功

Q2 Economics, Econometrics and Finance Journal of Asian Finance, Economics and Business Pub Date : 2023-09-30 DOI:10.17261/pressacademia.2023.1818
Xitong Liu
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摘要

目的-首先,本文考察了消费者信心的当前测量如何被用来预测未来的家庭支出,通过使用经济变量(即失业率,国家调整后的人均收入)数据在中国,在统计工具(即Python和Pandas)的帮助下进行数据清理和分析工作。其次,我将专注于企业改变他们的营销组合在经济困难的面对生存的方式,通过理解在经济衰退期间利用有效的营销策略的重要性。方法-本文通过构建三种不同的OLS回归模型,并通过整合几个现有的建议,为低消费者信心时期的企业提供有效的营销策略,以帮助企业管理者做出明智和有效的应对经济衰退,来检验消费者信心指数对消费增长变化的预测性能。研究结果表明,滞后1年和滞后3年的消费者信心都能很好地预测当前消费模式的变化,而滞后2年的消费者信心与消费变化呈负相关,无论宏观经济变量如何,消费者信心都有自己的预测能力。结论-因此,本文通过提供消费者信心并不总是能够实现预测消费变化的实证发现,并进一步为经济衰退期间消费者信心的复苏提供具体的政策建议,以填补这一空白,从而对现有文献做出了贡献。关键词:消费者信心,营销,消费,消费者行为,预测。JEL代码:B16, B22, E21, E27, M21, M31
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Understanding consumer confidence evolution in response to adverse shocks and how marketing contributes to business s success in economic downturns
Purpose- Firstly, this paper examines how current measurements of consumer confidence might be used to forecast future household spending by using economic variable (i.e. unemployment rate, national adjusted income per capita) data in China, with the help of statistic tools (i.e. Python and Pandas) for the job of data cleaning and analyzing. Secondly, I will focus on the ways in which businesses alter their marketing mix in the face of economic hardship to survive by understanding the importance of utilizing effective marketing strategies during economic downturns. Methodology- This paper examines the predictive performance of consumer confidence index on change in consumption growth by constructing three different OLS regression models and by integrating several existing proposals for effective marketing strategies for businesses in times of low consumer confidence to help business managers to make wise and effective response to economic downturns. Findings- It is shown both 1 year lagged consumer confidence and 3 years lagged consumer confidence are good predictors for current change in consumption patterns, whereas 2 years lagged consumer confidence shows negative correlation with consumption change, and consumer confidence have their own predictive power regardless of the macroeconomic variables. Conclusion- Therefore, this paper contributes to the existing literature by providing empirical findings that consumer confidence cannot always fulfill the role of anticipating consumption change and by further providing concrete policy recommendations for consumer confidence’ revival during recessions in an effort to fill the gap. Keywords: Consumer confidence, marketing, consumption, consumer behavior, forecasting. JEL Codes: B16, B22, E21, E27, M21, M31
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