External Determinants of Small Business Survival – The Overwhelming Impact of GDP and Other Environmental Factors and a New Proposed Framework

Evaldo Guimarães Barbosa
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引用次数: 1

Abstract

This article claims that the basic relationships between, on the one side, the small firms’ hazard of exit, and, on the other side, the GDP growth rate and the industry growth rate are U-shaped. This means that there are more births and deaths for this segment of manufacturing enterprises during both cyclical downturns and booms in the economy. Higher competition in the economy in the first case comes from necessity entrepreneurs and in the second case from opportunity ones. The article also claims that the quadratic specification would rarely be the most adequate, since other combinations of different pairs of exponents would certainly better capture nuances of the relationships being regressed, in view of the fact that the actual U-shaped relationship is rarely symmetric. This is exactly why the artificial exclusive monotonic fitting normally produces parameter estimates that signalize the existence of a decreasing relationship. So, what may wonder many people, the invariably detected inverse relationship is not caused by the second half segment (where the economic upturns occur) of the continuous of the GDP growth rate, but rather by the first (where the economic downturns occur), whose impact on the hazard of exit is normally stronger. Also, even a direct relationship may occur because of this asymmetry and findings of lack of statistical significance result from a misguided attempt to fit a linear specification to a perfect, or almost perfect, symmetrical actual U-shaped relationship. The article conclusively claims that these realizations, and the fact that authors overfit by specifying contemporaneously the GDP growth rate, the industry growth rate and the industry entry rate, explain findings in the extant literature that are awkward, unexpected and embarrassing and interpretations that are many times completely inapplicable.
小企业生存的外部决定因素-国内生产总值和其他环境因素的压倒性影响和一个新的建议框架
本文认为,小企业退出风险与GDP增长率和产业增长率之间的基本关系是u型的。这意味着在经济的周期性衰退和繁荣期间,这部分制造业企业的出生和死亡人数都更多。在第一种情况下,经济中更高的竞争来自必需品企业家,在第二种情况下来自机会企业家。本文还声称,二次规范很少是最充分的,因为考虑到实际的u型关系很少是对称的这一事实,不同指数对的其他组合肯定会更好地捕捉被回归关系的细微差别。这就是为什么人工的独家单调拟合通常产生的参数估计表明存在递减关系。因此,许多人可能会感到奇怪的是,不可避免地发现的反向关系不是由GDP增长率连续的后半部分(经济上升发生的地方)引起的,而是由第一部分(经济衰退发生的地方)引起的,后者对退出危险的影响通常更大。此外,由于这种不对称性,甚至可能出现直接关系,缺乏统计显著性的发现是由于错误地试图将线性规范拟合到完美或几乎完美的对称实际u型关系中。文章最后声称,这些认识,以及作者通过同时指定GDP增长率、行业增长率和行业进入率而过度拟合的事实,解释了现有文献中令人尴尬、意外和尴尬的发现,以及很多时候完全不适用的解释。
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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