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Jyrki Ali-Yrkkö, Reda Cherif, Fuad Hasanov, Natalia Kuosmanen, and Mika Pajarinen
Do workers hired from superstar tech-firms contribute to better firm performance? To address this question, we analyze the effects of tacit knowledge spillovers from Nokia in the context of a quasi-natural experiment in Finland, the closure of Nokia’s mobile device division in 2014 and the massive labor movement it implied. We apply a two-stage difference-in-differences approach with heterogeneous treatment to estimate the causal effects of hiring former Nokia employees. Our results provide new evidence supporting the positive causal role of former Nokia workers on firm performance. The evidence of the positive spillovers on firms is particularly strong in terms of employment and value added.
International Monetary Fund. European Dept.
This 2019 Article IV Consultation highlights that Finland’s economy has performed well over the past three years, however, has slowed in 2019. There are some vulnerabilities in household finances, and productivity growth remains weak, with trend growth also constrained by adverse demographics. A new coalition government targets greater social support and inclusion, higher employment, carbon neutrality by 2035, and a balanced budget by 2023. A key challenge is to balance plans to increase spending with the need to maintain fiscal buffers. The fiscal expansion is expected to provide useful cyclical support in the short run, but offsetting measures will be required to ensure the structural balance reaches the government’s medium-term target. The government aims for a substantial increase in employment, but the effectiveness of the proposed wage subsidies is unclear. Alternatively, incentives from tax and benefit schedules could be improved, especially for younger women, older workers, and those out of the workforce. Risks in the banking system remain low overall, but some types of lending are increasing household vulnerabilities. The recent recommendation to limit the ratio of household debt to income is both sensible and in line with steps taken in many other countries.
International Monetary Fund. European Dept.

2018 Article IV Consultation-Press Release; Staff Report; and Statement by the Executive Director for Finland

International Monetary Fund. European Dept.
Recent growth has been healthy, and the unemployment rate has fallen to its lowest level since 2011. However, some underlying weaknesses remain. The rate in which new jobs are created and the “churn” of workers relocating across jobs has not picked up with the recovery, labor productivity growth remains weak, and the outlook for potential growth is constrained by a shrinking workforce. Household debt has been increasing as the economy has recovered, and some borrowers appear vulnerable to interest rate increases.
International Monetary Fund. European Dept.
This Selected Issues paper describes wages and competitiveness in Norway. Norway may have to downwardly revise its expectations for wage growth if it is to avoid a significant loss of competitiveness and manage the transition to a less oil-dependent economy. Norway was able to afford very high wage growth in the past (notwithstanding the noted challenges in several sectors) thanks to good fortune in its terms of trade. Going forward, it would be prudent not to count on being fortunate twice: wage moderation would help build resilience in case of less favorable trends in international prices. It would also help facilitate the needed transition out of oil by supporting sectors that did not benefit from past terms of trade gains. Communication from the government can continue to help in managing public expectations. Fiscal policy plays a key role in promoting competitiveness and containing the spending effect of Dutch Disease. After a prolonged expansion of fiscal policy—partly enabled by large valuation gains of the sovereign wealth fund—it is now appropriate to gradually start tightening fiscal policy. The ongoing up-cycle provides an ideal setting to get started on structural consolidation, which will ultimately be needed to face to address aging pressures.
Cornelia Hammer, Ms. Diane C Kostroch, and Mr. Gabriel Quiros-Romero
Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite data are already well established, the statistical community is now experimenting with structured and unstructured human-sourced, process-mediated, and machine-generated big data. The proposed SDN sets out a typology of big data for statistics and highlights that opportunities to exploit big data for official statistics will vary across countries and statistical domains. To illustrate the former, examples from a diverse set of countries are presented. To provide a balanced assessment on big data, the proposed SDN also discusses the key challenges that come with proprietary data from the private sector with regard to accessibility, representativeness, and sustainability. It concludes by discussing the implications for the statistical community going forward.
International Monetary Fund. European Dept.
This Selected Issues paper analyzes Norway’s economy that has a maturing oil and gas industry. Norway’s half century of good fortune from its oil and gas wealth may have peaked. Oil and gas production will continue for many decades on current projections, but output and investment have flattened out, and the spillovers from the offshore oil and gas production to the mainland economy may have turned from positive to negative. Thus far, economic policy has needed to focus on managing the windfall, and Norway’s institutions have been a model for other countries. Going forward, the challenges are expected to become more complex.
International Monetary Fund. European Dept.
This paper examines 2013 Cluster Consultation—a Nordic Regional IMF staff report. Denmark, Finland, Norway, and Sweden that form the Nordic region share a set of strong economic and social institutions and policies, with emphasis on education, high income equality, high employment, innovative and competitive business environment, etc. The IMF report suggests that strong national financial sector policies and regional cooperation would help mitigate common challenges and shared risks. Cooperative regional policies, such as introducing binding macroprudential minima and clear ex ante burden-sharing arrangements are expected to help limit the costs from any large bank failures.