Sixth quarterly report on Covid-19 impact on industrial relations: Preliminary results
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ABSTRACT
This report adds to previous reports (see References) new preliminary results from data mining and text analysis of the newsletter outputs published by the selected stakeholders at the EU level. The goal of these quarterly reports is to address the first research question of the BARCOVID project: “How have the Covid-19 crisis, the state-imposed measures and their consequences affected the industrial relations landscape in EU27 and 5 candidate countries?” To respond to this question, text data (text extractions) were collected from social partners’ press releases and newsletters at the EU level and then further analysed. In total, 1,428 texts were extracted from the newsletters of organizations, particularly WageIndicator (20%), ETUI (12%), BusinessEurope (10%), UniEurope (5%), country-level newsletters letters (40%), and others (12%), between March 2020 and March 2022 based on the selected list of keywords (see Annex).
As already explained in the First Quarterly Report, the methodology consists of the text mining techniques (using Python), supported by qualitative and quantitative text analysis of the newsletter outputs. While in the previous report, we focused on 2020, the analysis illustrated in this report presents a qualitative analysis of the newsletter outputs that were published in 2021, thus, during the second year of the pandemic. The data extractions were examined using the Dedoose software and, based on the coding of the key themes, 427 text items were selected and analysed. In this report, the focus is not only on the policy measures that were discussed during the designated time, but also on the whole discourse between social partners, including the channels of communications and the different key issues discussed.
The analysis also proposes a comparison of the findings observed at country level, within the theoretical framework of the welfare regimes. The countries in the sample were categorised according to the welfare regimes classification (Esping-Andersen, 1990; Ferrera, 1996; Adascalitei, 2012) as follows: Conservative regimes (Austria, France, Germany, Luxembourg, Netherlands), Liberal regimes (Ireland and United Kingdom), Mediterranean countries (Greece, Italy, Portugal, Spain and Cyprus), Social Democratic Regimes (Denmark, Finland, Sweden and Iceland) and Central and Eastern Europe (Czechia, Croatia, Hungary, Poland, Slovakia, and Slovenia).