Negatively to labour force skills; Negatively to R&D spending;

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December 7 What can be done to reduce the structural unemployment rate? In the euro zone as a whole, and in France, the unemployment rate is rapidly moving closer to the structural unemployment rate, with the threat that, once the unemployment rate has reached the level of the structural unemployment rate, growth will slow down sharply and return to the level of potential growth. It is therefore important and urgent to bring down the structural unemployment rate in the euro zone and in France; but how can this be done? What does the structural unemployment rate depend on? When we compare OECD countries, we find that the structural unemployment rate is apparently related: Negatively to labour force skills; Negatively to R&D spending; and not to other variables (corporate tax burden, automation). The top priority therefore, in the euro zone and in France, is to improve skills and boost innovation. Patrick Artus Tel. ( ) 5 55 5 patrick.artus@natixis.com @PatrickArtus www.research.natixis.com CORPORATE & INVTMENT BANKING INVTMENT SOLUTIONS & INSURANCE SPECIALIZED FINANCIAL SERVIC Distribution of this report in the United States. See important disclosures at the end of this report..

Euro zone and France: The unemployment rate is moving closer to the structural unemployment rate The rapid decline in the unemployment rate in the euro zone and in France (Chart ), as a result of significant job creation (Chart ), is bringing the unemployment rate closer to the structural unemployment rate, which is probably around % in the euro zone and.5% in France. Chart Chart Employment (Y/Y as %) Euro zone France Euro zone France 9 9 - - 7 Sources: Datastream, Eurostat, INSEE, Natixis 5 7 9 5 7 7 - Sources: Datastream, ECB, INSEE, Natixis - 5 7 9 5 7 - - We can see, moreover, the first signs of an acceleration in nominal wages (Chart ), and recruitment problems for companies (Table ). Chart Nominal per capita wage (Y/Y as %) 5 Euro zone France 5 Sources: Datastream, INSEE, ECB, Natixis 5 7 9 5 7 Table : France survey: reasons why companies have problems hiring Sectors Uncertainty about economic situation Skilled labour unavailable Hiring costs Social contributions too high Wage level too high Redundancy costs Legal risks related to redundancies Sustainability of labour law Industry 9 5 7 5 5 Services 7 7 9 Construction 5 9 7 All sectors 7 7 Interpretation: industrial companies that see barriers to hiring related to uncertainty about the economic situation employ % of the employees in the sector. Notes: the results are weighted by the workforce of the companies surveyed. Several answers are possible for the same company. Source: INSEE, cyclical surveys April 7 Other

Once the unemployment rate has returned to the level of the structural unemployment rate, growth returns to the level of potential growth (Charts A and B), which is low due to the low level of productivity gains (Charts 5A and B). Chart A France: Real GDP and potential growth* (Y/Y as %) Real GDP (Y/Y as %) Potential growth* Chart B Euro zone: Real GDP and potential growth (Y/Y as %) Real GDP (Y/Y as %) Real potential growth* - - (*) Labour force* + per capita productivity smoothed over the past 5 years (Y/Y as %) - Sources: Datastream, INSEE, Natixis - 5 7 9 5 7 - - - - - (*) Per capita productivity smoothed over the past 5 years + - labour force (Y/Y as %) Sources: Datastream, ECB, Eurostat, Natixis - 5 7 9 5 7 - - - Chart 5A France: Per capita productivity (Y/Y as %) Chart 5B Euro zone: Per capita productivity (Y/Y as %) Y/Y as % Y/Y as %, smoothed over the past 5 years Y/Y as % Y/Y as %, smoothed over the past 5 years - - - - - - - - Sources: Datastream, INSEE, Natixis - 5 7 9 5 7 - Sources: Datastream, ECB, Natixis - 5 7 9 5 7 - It is therefore important and urgent to bring down the structural unemployment rate in France and the euro zone. But to do this, it is essential to identify the cause of high structural unemployment. What is the cause of high structural unemployment in OECD countries? We shall compare the OECD countries in Table. Tableau : les pays de l'ocde analysés États-Unis Allemagne Belgique Suisse Canada France Autriche Japon Royaume-Uni Espagne Finlande Australie Suède Italie Portugal Nouvelle-Zélande Danemark Pays-Bas Grèce Source : NATIXIS

We make the assumption that the ranking of structural unemployment rates is the same as that of average unemployment rates over the period -, and we compare: - On the one hand, the average unemployment rate over -; - On the other hand, the possible determinants of structural unemployment: - The corporate tax burden (on average over -); - Labour-force skills; - Companies' automation drive (on average over -; automation should increase productivity, improve competitiveness, and thus reduce structural unemployment). Charts, 7, and 9 show that the structural unemployment rate is significantly correlated: - Negatively to labour-force skills; - Negatively to R&D spending. Chart Unemployment rate and corporate taxes (- average) PT IT FN GE BG UK SD DK AU US CN NL OE NZ JP SW Sources: OECD, Eurostat, Natixis Corporate taxes (as % of nominal GDP) Unemployment rate (- average, as %) Chart 7 Unemployment rate and overall score on OECD PIAAC survey IT BG GE FN CN SD US UK DK AU JP NZ OE NL Sources: OECD, Natixis 5 7 9 OECD PIAAC survey (overall score) PT Chart Unemployment rate and stock of robots (- average) IT FN GE CN SD UK BG NZ AU DK US NL OE SW Sources: OECD, I, Natixis JP..5..5..5. Stock of industrial robots (as % of manufacturing employment) Chart 9 Unemployment rate and R&D spending (- average) PT IT GE FN CN BG UK US NZ SD NL DK AU OE SW JP Sources: OECD, Natixis..5..5..5..5. Total R&D spending (as % of nominal GDP)

Conclusion: What policies should be conducted? In the euro zone and in France, the unemployment rate is moving closer to the structural unemployment rate. It is therefore essential to implement policies to reduce the structural unemployment rate. Given the variables related to the structural unemployment rate in OECD countries, these policies to reduce structural unemployment should be: - Improvement of labour-force skills; - Spending on Research & Development. 5

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