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Based on the transformative learning theory, this paper analyses a French women-only training programme (WOTP) that aims to develop women’s soft skills in their professional contexts. This paper aims to focus on the process of personal transformation, the collective dimensions and the unexpected effects of the transformation.

This paper used a mixed qualitative design that mainly combines a qualitative two-step study of 47 women to assess their personal changes in terms of self-confidence, self-efficacy and assertiveness. This paper used 13 semi-structured interviews to explore the perceived changes in-depth.

The analysis shows that beyond “fixing their lack of skills” – including self-limiting behaviours, low feelings of self-efficacy and difficulty claiming one’s place – a WOTP can trigger a transformational learning experience at the individual level and can modify the surveyed women’s attitudes and behaviours at work. The results also highlight the collective dimension of transformation and, to some extent, an avenue for a societal transformation.

One can state that these WOTPs may positively contribute to human resources development in organisations, and that they may be considered a relevant practice in the move to promote women and gender diversity in organisations.

The findings reveal that, at their individual levels, these women may become agents of change by influencing and acting in their professional lives. The results stress that training women may contribute to organisational changes in terms of gender diversity. These findings contribute to the enrichment of the transformative learning theory by developing the collective and societal dimensions.

We enquire whether short-time work (STW) avoids firings as intended by policymakers and is associated with unintended side effects by subsidising some establishments and locking in some employees. Additionally, where it was feasible, establishments used working from home (WFH) to continue working without risking an increase in COVID-19 infections and allowing employed parents to care for children attending closed schools.

Using 21 waves of German high-frequency establishment panel data collected during the COVID-19 crisis, we investigate how STW and WFH are associated with hirings, firings, resignations and excess labour turnover (or churning).

Our results show the important influences of STW and working from home on employment dynamics during the pandemic. By means of STW, establishments are able to avoid an increase in involuntary layoffs and hiring decreases significantly. In contrast, WFH is associated with a rise in resignations, as can be expected from a theoretical perspective.

While most of the literature on STW and WFH is unrelated and remains descriptive, we consider them in conjunction and conduct panel data analyses. We apply data and methods that allow for the dynamic pattern of STW and working from home during the pandemic. Furthermore, our data include relevant establishment-level variables, such as the existence of a works council, employee qualifications, establishment size, the degree to which the establishment was affected by the COVID-19 crisis, industry affiliation and a wave indicator for the period the survey was conducted.