Scholarlink

<p>This article investigates the determinants of alternative pathways to labour market activisation in Poland. The objective is to identify the key factors that influence transitions from inactivity to either employment or unemployment. Using individual-level data from the Polish Labour Force Survey (2011–2019), we apply machine-learning methods to analyse a uniquely constructed dataset tailored for this purpose. The analysis highlights the importance of several socio-economic factors. Our findings show that higher levels of education and work experience, being married, and receiving a pension as the main source of income are connected with an increased likelihood of transitioning from inactivity to employment. On the other hand, older, self-identifying as unemployed, and having lower levels of education or experience increase the likelihood of transitioning from inactivity to unemployment.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

What do We Really Know About the Determinants of Labour Market Activisation?

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年1月5日

查看全文
  • Maciej Nasiński,
  • Paweł Strawiński,
  • Paulina Broniatowska

摘要

This article investigates the determinants of alternative pathways to labour market activisation in Poland. The objective is to identify the key factors that influence transitions from inactivity to either employment or unemployment. Using individual-level data from the Polish Labour Force Survey (2011–2019), we apply machine-learning methods to analyse a uniquely constructed dataset tailored for this purpose. The analysis highlights the importance of several socio-economic factors. Our findings show that higher levels of education and work experience, being married, and receiving a pension as the main source of income are connected with an increased likelihood of transitioning from inactivity to employment. On the other hand, older, self-identifying as unemployed, and having lower levels of education or experience increase the likelihood of transitioning from inactivity to unemployment.