EconPol Forum

The Covid-19 pandemic propelled an enormous uptake in hybrid and fully remote work. Over time, it has become clear that this shift will endure long after the initial forcing event. There are few modern precedents for such an abrupt, large-scale shift in working arrangements. This article analyzes the full text of hundreds of millions of job postings in five English-speaking countries. In doing so, it applies a state-of-the-art Large Language Model (LLM) to analyze the text and determine whether the job allows remote/hybrid work.

The war in Ukraine is not over yet. Nevertheless, a possible roadmap and proposals for post-war reconstruction strategies are currently being discussed. They should be accompanied by economic and political reforms in the country. To finance this project, Ukraine will need to tap a variety of sources and institutions. This is because it will require investments in the hundreds of billions ‒ perhaps even trillions ‒ of US dollars. The EU, the US and other Western countries have signaled their willingness to provide further financial support for postwar reconstruction. Also potentially involved could be bilateral donors, multilateral banks, private investors, and the Russian state with reparations.

The analysis shows that data skills are required in many job advertisements in Germany and are becoming more relevant. This is a positive sign for the data economy in Germany, as companies increasingly realize the potential of data and try to implement it in their own operations. However, a growing demand for employees with data skills poses challenges for companies in the future in view of the existing skills gap, especially in digitalization professions. Policymakers should intervene by, for example, taking measures that make it easier for companies to recruit foreign workers.

The recent literature on law enforcement activities and police presence shows that the intensity of crime can be influenced by police availability and visibility. This study is one of the first to analyze the effects of police infrastructure on crime occurrence. Attempts to cut back on police infrastructures in the area in favor of supposed efficiency gains can therefore be accompanied by considerable side effects – in the form of an increase in reported property crimes. Thus, the present results can inform policymakers and practitioners about possible unintended side effects of efficiency-oriented restructuring of administrative infrastructures. These should be considered for future plans of an efficient and future-proof reorganization of police structures.

In this article, the authors provide new evidence on regional income inequality in Germany, using tabulated income tax statistics for the period 1998-2016. Other than related work on regional income inequality in Germany which analyzes income or wages at the county level, we can characterize inequality at the municipality level. As there currently exist 401 counties in Germany, but more than 10,000 municipalities, our analysis is conducted at a much more fine-grained level.