SME productivity and university collaboration: does past performance influence future performance?

Andrew Johnston, Daniel Prokop
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Abstract

PurposeAs little is known about the productivity levels of small and medium-sized enterprises (SMEs) engaging with universities and the relative changes in productivity of SMEs subsequent to these collaborations, the paper examines the following questions: (1) Does the relative productivity of SMEs engaging in university collaboration differ from those that do not? (2) Are subsequent changes in firm productivity following university collaboration related to their initial levels of productivity?Design/methodology/approachThe paper utilises data on 254 SMEs from the Longitudinal Small Business Survey and uses two statistical techniques: First, bivariate tests of difference were used to inspect the relationships between productivity levels and whether the firm collaborated with a university to introduce its innovation. Second, ordinary least squares regressions were used to test whether the future productivity of SMEs that collaborated with universities was related to their initial productivity levels.FindingsThe analysis reveals that SME–university collaboration is unrelated to starting productivity. Furthermore, the analysis suggests a nonlinear relationship exists between the starting productivity of SMEs and their subsequent productivity following a university collaboration. Therefore, higher levels of subsequent productivity are observed among those SMEs where starting productivity was either relatively low or high, suggesting that collaborations have a transformative effect on SMEs with relatively lower initial levels of productivity and a maintenance effect for SMEs with relatively higher levels of initial productivity.Practical implicationsGiven the fact that the extant literature also suggests that, overall, university collaboration is beneficial, policymakers should strive to encourage greater levels of collaboration involving SMEs. In light of the evidence that SME–university collaborations can transform less productive firms, it appears unjustified for practitioners and policymakers to only consider stronger-performing firms to be included in such programmes.Originality/valueThe study contributes new theoretical and practical knowledge to the understanding of the role of firm productivity in predicting the proclivity of firms to collaborate with universities. Furthermore, as few studies have examined the impact of these collaborations on the subsequent productivity of firms that collaborate with universities, this paper fills an existing gap in the literature.
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中小企业生产力与大学合作:过去的业绩会影响未来的业绩吗?
目的 由于人们对中小企业与大学合作的生产力水平以及合作后中小企业生产力的相对变化知之甚少,本文探讨了以下问题:(1) 与大学合作的中小企业与没有合作的中小企业的相对生产力是否不同?(2) 大学合作后企业生产率的后续变化是否与其最初的生产率水平有关?本文利用了小企业纵向调查中 254 家中小企业的数据,并使用了两种统计技术:首先,使用双变量差异检验来检测生产力水平与企业是否与大学合作引入创新之间的关系。第二,使用普通最小二乘法回归检验与大学合作的中小企业的未来生产率是否与其初始生产率水平相关。此外,分析表明,中小企业的起始生产力与大学合作后的后续生产力之间存在非线性关系。因此,在起始生产力相对较低或较高的中小企业中,可以观察到较高的后续生产力水平,这表明合作对起始生产力水平相对较低的中小企业具有转化效应,而对起始生产力水平相对较高的中小企业具有维持效应。有证据表明,中小型企业与大学的合作可以使生产率较低的企业脱胎换骨,因此,实践者和政策制定者只考虑将表现较好的企业纳入此类计划似乎是不合理的。原创性/价值这项研究为理解企业生产率在预测企业与大学合作倾向方面的作用提供了新的理论和实践知识。此外,由于很少有研究探讨这些合作对与大学合作的企业的后续生产力的影响,因此本文填补了现有文献的空白。
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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