What drives this, generally speaking, high correlation? One factor is the cause of the slowdown. If the shock is global, like in 2008-2009, or economy-wide, like the eurozone sovereign debt crisis in 2011-2012, one would expect that manufacturing and services suffer simultaneously from a drop in confidence, income, access to financing, etc. If the shock is sector specific, which to a large degree has been the case since early 2018, the extent of the spillover effect from manufacturing to services will depend on the degree in which both sectors are intertwined. In a study in 2014, the ECSIP Consortium[ii] noted that “as services are used in the production processes of a manufactured product, the value of a final manufacturing product embodies directly and indirectly value added created in services to a large extent.” Based on data for 2011, in the EU-27, “services account for slightly less than 40% in the value of a final manufacturing product”.[iii] This implies that a drop in the demand for manufactured goods has a considerable impact throughout the value chain and hence on services.[iv] Confidence effects may also play a role: companies in the services sector may end up becoming concerned about their business prospects when they observe that the manufacturing sector is in a dire situation with no end in sight. This may weigh on their recruitment and investment plans.
To explore these relationships, the charts below show, on the horizontal axis, the 12-month change in the manufacturing PMI and on the vertical axis, the equivalent for services. In France, Italy and Spain, the correlations are very high but this is less the case in Germany.In that country, the slope of the regression line is also less steep, which suggests that services are more insulated from what’s happening in manufacturing or depend on other factors. What is striking however is the degree in which the latest observation of the 12-month change of the German services PMI diverges from the expectation based on the historical relationship between the two sectors and given the huge drop in the manufacturing PMI. One would expect that, eventually, this outlier would correct itself, either because manufacturing rebounds, or because services weaken significantly or a mixture of these two. Considering that for the other countries both indices are well in line, when gauging the resilience of services in the eurozone to the worsening international business climate hitting manufacturing, the analysis has to focus on Germany. Clearly, absence of a pick-up in manufacturing sentiment would end up weighing on confidence, not only in Germany, but, given its weight, also in the rest of the eurozone.
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)
[i] ECB, Introductory statement to the press conference of Mario Draghi, President of the ECB and Luis de Guindos, Vice-President of the ECB, Vilnius, 6 June 2019
[ii] Study on the relation between industry and services in terms of productivity and value creation, 2014. The report was written for the DG Enterprise and Industry of the European Commission by the partners of the ECSIP Consortium: WIIW (The Vienna Institute for International Economic Studies), Ifo and Ecorys
[iii] In France this percentage was even higher (48.5%) and the opposite holds for Germany (35.9%). Italy (40%) and Spain (39.4%) are in line with the EU average.
[iv] The authors make a distinction between upstream (development) services (R&D, design), core (production) services (supply management, production and process engineering, other technical services) and downstream (market) services.