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Corporate bad debt: A study to determine if there is a correlation between US WEST Communication's bad debt and the Bureau of Economic Analysis' measure of leading economic indicators

机译:企业坏账:一项研究以确定US WEST Communication的坏账与经济分析局的主要经济指标衡量标准之间是否存在关联

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摘要

American corporations are struggling with renewed purpose to get every penny of profit out of their operations and to reduce their costs of doing business. Attention in this process is often focused on collections, and particularly on bad debt. Currently, however, this focus on bad debt most often occurs at the collection end, rather than on methods of predicting what customers are bad debt risks before credit or service are extended.;A review of the literature reveals that most corporations, including US WEST Communications, still use outmoded, "judgmental" methods of assessing creditworthiness. Other studies show the increased effectiveness derived from the use of "empirical" credit scoring methods of predicting bad debt. Studies at US WEST Communications show that the corporation could save millions of dollars by adopting an empirical method of credit evaluation, and various model evaluation systems have been proposed. The purpose of this study is to provide a method for increasing the effectiveness of any such model by incorporating within it the hypothesized correlation between fluctuations in the Bureau of Economic Analysis' leading economic indicators and levels of bad debt at US WEST Communications.;The data used in this study derive from two primary sources: the specific periodic reports of the status of the leading economic indicators from the Bureau of Economic Analysis; and information on the fluctuations in bad debt from US WEST Communication's bad debt tracking system, COBRA, for the same periods. The methodology of correlational research is used to test the hypothesis, with the software package known as the "Statistical Analysis System" used to perform the univariate procedure to test for data normality; an ARIMA procedure to identify what model (autocorrelation, inverse autocorrelation or partial correlation) provided the best "fit"; and an autoregression procedure to further test for significance.;Following the data tables, the results of the data analysis are discussed. The long-range consequences of the study are analyzed in terms of US WEST Communication's future amid increased competition. Recommendations for further related research are made, and finally, the impact of this study on the author's profession is analyzed.
机译:美国公司正在努力重新制定目标,以从其运营中获得每分钱的利润,并降低其经商成本。在此过程中,注意力通常集中在收款,尤其是坏账上。但是,目前,这种对坏账的关注通常发生在收款时,而不是在扩展信贷或服务之前就预测客户的坏账风险的方法。文献综述表明,包括美国西部公司在内的大多数公司通信仍然使用过时的,“判断性”的评估信誉度的方法。其他研究表明,使用“经验”信用评分方法预测坏账会提高有效性。 US WEST Communications的研究表明,通过采用信用评估的经验方法,该公司可以节省数百万美元,并且已经提出了各种模型评估系统。这项研究的目的是通过将经济分析局主要经济指标的波动与美国西部通信公司坏账水平之间的假设关联纳入其中,从而提供一种提高任何此类模型有效性的方法。本研究中使用的数据来自两个主要来源:经济分析局关于主要经济指标状况的特定定期报告;以及同一时期来自美国西部通信公司的坏帐跟踪系统COBRA的坏帐波动信息。相关研究的方法论用于检验假设,软件包称为“统计分析系统”,用于执行单变量过程以检验数据的正态性。 ARIMA程序,以确定哪种模型(自相关,逆自相关或偏相关)提供了最佳“拟合”;根据数据表,讨论了数据分析的结果。在竞争日益激烈的情况下,根据美国西部通信公司的未来分析了该研究的长期结果。提出了进一步研究的建议,最后,分析了该研究对作者职业的影响。

著录项

  • 作者

    Young, Clifford R.;

  • 作者单位

    Walden University.;

  • 授予单位 Walden University.;
  • 学科 Commerce-Business.;Finance.
  • 学位 Ph.D.
  • 年度 1993
  • 页码 167 p.
  • 总页数 167
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 建筑科学;
  • 关键词

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