{"title":"Employment Volatility and Labor Productivity of Czech Companies","authors":"O. Machek, M. Machek","doi":"10.18267/pr.2019.los.186.100","DOIUrl":null,"url":null,"abstract":"Multiple past authors found evidence of negative effects of job insecurity on labour productivity. However, it is not clear whether the relationship is purely linear, or it contains nonlinear components. Moreover, to the best of our knowledge, no study evaluated the relationship in the Czech Republic. In this paper, we investigate the relationship between fluctuation of employment and labour productivity among 13,546 Czech companies. Using the financial data from the period 2013-2017 extracted from the Bureau van Dijk’s Amadeus database and linear regression analysis, we find a significant inverse U-shaped relationship between firm-level employment volatility and labour productivity. This finding partly contradicts previous studies and suggest that job insecurity and labour productivity are first positively related and then negatively related. Possible reasons and implications are discussed.","PeriodicalId":235267,"journal":{"name":"International Days of Statistics and Economics 2019","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Days of Statistics and Economics 2019","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18267/pr.2019.los.186.100","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Multiple past authors found evidence of negative effects of job insecurity on labour productivity. However, it is not clear whether the relationship is purely linear, or it contains nonlinear components. Moreover, to the best of our knowledge, no study evaluated the relationship in the Czech Republic. In this paper, we investigate the relationship between fluctuation of employment and labour productivity among 13,546 Czech companies. Using the financial data from the period 2013-2017 extracted from the Bureau van Dijk’s Amadeus database and linear regression analysis, we find a significant inverse U-shaped relationship between firm-level employment volatility and labour productivity. This finding partly contradicts previous studies and suggest that job insecurity and labour productivity are first positively related and then negatively related. Possible reasons and implications are discussed.
过去的多位作者发现了工作不安全感对劳动生产率产生负面影响的证据。然而,尚不清楚这种关系是纯线性的,还是包含非线性成分。此外,据我们所知,没有研究评估捷克共和国的这种关系。本文研究了13546家捷克公司的就业波动与劳动生产率之间的关系。利用从Bureau van Dijk的Amadeus数据库中提取的2013-2017年的财务数据和线性回归分析,我们发现企业层面的就业波动与劳动生产率之间存在显著的反u型关系。这一发现在一定程度上与之前的研究相矛盾,并表明工作不安全感和劳动生产率首先呈正相关,然后呈负相关。讨论了可能的原因和影响。