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What makes the difference between unsuccessful and successful firms in the German mechanical engineering industry? A microsimulation approach using data from the NIFA-Panel

机译:德国机械工程行业中不成功企业与成功企业之间的区别是什么?使用来自NIFa-panel的数据的微观模拟方法

摘要

Against a background of rising costs and increasing competition, it is becoming more and more difficult for the small and medium-sized firms of the German mechanical engineering industry to be economically successful. The thesis that rapidly changing markets, products and production processes cause serious economic problems for these firms is, however, a proposition on an average trend. A substantial number of firms are not only capable of coping with these conditions and challenges, but are even able to expand their business activities, including employment. We may hypothesize that their product and market strategies as well as their internal mode of operation and organization differs significantly from those firms doing economically less well. In order to test the significance of factors which could lead to different levels of success, operationalized with data of the NIFA panel the method of static microsimu lation is applied using the program MICSIM. This particular method offers the possibility of reweighting the information contained in micro datasets according to restrictions given by aggregated data (i.e. marginal distributions). The latter will be chosen in such a way that the number of firms with properties (strategies), hypothetically leading to success in terms of lower excess capacity, are - artificially - increased in the sample. The research goal is to find out whether such hypothetical strategies are supported by the data. The basic finding that certain complex strategies are more often successful demonstrates that unidimensional approaches to modernize production are of less value. Only in those strategies wehere organization of production, technical equipment, degree of vertical integration, products and customers are part of an intergrated innovational strategy, is success most likely to be fuelled.
机译:在成本上升和竞争加剧的背景下,德国机械工程行业的中小型企业在经济上取得成功变得越来越困难。然而,快速变化的市场,产品和生产过程对这些公司造成严重的经济问题这一论点是平均趋势的命题。许多公司不仅能够应对这些条件和挑战,而且甚至能够扩大其业务活动,包括就业。我们可以假设他们的产品和市场策略以及他们的内部运营和组织模式与那些经济状况不佳的公司存在显着差异。为了测试可能导致不同程度成功的因素的重要性,使用NIFA面板的数据进行操作,使用MICSIM程序应用静态微观模拟方法。这种特定方法提供了根据汇总数据(即边际分布)给出的限制对微型数据集中包含的信息进行加权的可能性。选择后者的方式是,人为地-假设增加了具有属性(策略)的公司数量(假设会导致过剩产能降低),从而人为地增加了数量。研究目标是找出数据是否支持这种假设策略。某些复杂策略更为成功的基本发现表明,单维化生产现代化的方法价值较低。只有在这些战略中,生产,技术设备,垂直整合程度,产品和客户的组织才是综合创新战略的一部分,最有可能促进成功。

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