Back in work, still out of pocket: Labour market recovery since the Great Recession

Stefano Scarpetta, Mark Keese, Paul Swaim

25 July 2016



Labour markets across the OECD area continue to recover from the Great Recession, albeit in a painfully slow manner in many countries. While progress has been made in reversing the crisis-related increase in unemployment, little progress has been made in recouping the lost ground on wages. The possibility that the reabsorption of high cyclical unemployment will not translate into strong and widely shared wage gains is closely related to recent concerns that the global economy may have entered a protracted period of secular stagnation (Teulings and Baldwin 2014). The implications of chronically deficient aggregate demand for macroeconomic policy have already generated considerable reflection (Summers 2016). It is also timely to begin reflecting upon the implications of stagnation for growth and wages and growing inequality for employment policy.

The jobs gap is closing (finally)

The jobs recovery has been underway since the first quarter of 2010, when the OECD average employment rate reached its post-crisis trough, with only 58.6% of the population (ages 15-74 years) employed. This was 2.2%  lower than the employment rate in 2007, corresponding to 20.3 million missing jobs. Despite the slow and uneven nature of the economic recovery, the jobs deficit had fallen to 5.6 million by the end of 2015 and the OECD Employment Outlook 2016 (OECD 2016) now projects that the jobs gap in the OECD area will close during the course of 2017 (Figure 1). While this is welcome news, the fact that the Great Recession depressed employment for nearly ten years testifies to its severity and the price workers have paid.

Figure 1 The jobs recovery continues, but remains incomplete in the majority of OECD countries

Notes: a) Annual values calculated using employment data from the OECD Economic Outlook Database and UN population projections; b) Aggregate of 15 OECD countries of the euro area.
Source: OECD calculations based on OECD Economic Outlook Database and United Nations, World Population Prospects: The 2015 Revision.

As is usually the case, averages tell only a part of the story. Some countries experienced only a shallow or short recession and employment in these countries has long since returned to, or climbed above, its pre-crisis level. Indeed, employment rates are now more than 5% above their end-2007 levels in Chile, Germany, Hungary, Israel, and Turkey. At the other extreme, the jobs deficit is still large in Greece, Ireland, and Spain (where the jobs gaps are currently 9%, 7.9% and 8.5% respectively, and projected to remain sizeable, albeit smaller, by the end of 2017). While it is encouraging that employment is now rising quite rapidly in these hardest-hit countries, a full jobs recovery remains some way off and there is a risk that it will not be achieved before a new recession arrives.

The crisis also adversely affected earnings and the resulting wage gap may be difficult to close

The Great Recession was characterised not only by severe job losses but also by widespread and often deep wage adjustments. Real wages fell sharply during the crisis in hard-hit countries such as Greece, Ireland, Portugal, Spain, and the Baltic States, but wages stagnated or barely grew almost everywhere. Comparing real wage growth between 2000-07 with that between 2008-15 suggests a sharp deceleration in a number of countries, including the Czech Republic, Estonia, Latvia, and the United Kingdom. By 2015, real hourly wages in these countries were more than 25% below where they would have been if wage growth had continued at the rate observed during 2000-07, and this wage gap exceeded 20% in Greece, Hungary, and Ireland. The wage story is also discouraging in some countries not experiencing a wage gap in this sense (or only a small gap), as in Japan and the United States, where this reflects a continuation of the wage stagnation that already characterised the pre-crisis period. There are a few happy exceptions, most notably Germany, where wage growth has been significantly stronger since 2007 than during the pre-crisis period.

Table 1 Cumulative gaps in real hourly wage growth and real hourly labour productivity growth since the crisis

Percentage shortfall of the Q4 2015 value with respect to a counterfactual value calculated assuming the pre-crisis growth rate (Q1 2000 to Q4 2007) had continued after Q4 2007

Notes: a) Q1 2002 to Q4 2007 for Poland; b) OECD is the weighted average of the 27 OECD countries shown (not including Latvia and Lithuania).

Source: OECD estimates based on national quarterly national accounts.

Whether workers can ever recuperate the potential wage gains lost since 2007 is uncertain, especially if labour productivity growth continues to stagnate. The prospects for returning to vigorous wage gains is thus closely tied to whether the global economy manages to move from the current low growth equilibrium characterised by low investment, subpar productivity growth, and historically weak international trade. This in turn calls for a comprehensive policy response, including more ambitious use of fiscal policy and additional structural reforms. Labour market policies will need to contribute to this broader effort while also balancing the short-run need to complete the recovery with the longer-run imperative to support a return to stronger and more broadly-shared wage growth.

Making better use of workers’ skills would provide a boost to productivity and wages

Skills policy can play an important role in boosting productivity and wages. In the past, most of the attention has been on skills development through the expansion of education and improvements in the quality and content of curricula. New analysis reported in the Outlook [SH1] shows that it is equally important to assure that workers can make full use of their skills at work. Among equally educated and skilled workers, those who make fuller use of their information processing skills on the job are more productive, earn higher wages and have higher job satisfaction. There are large international differences in skills use that do not closely track cross-country differences in workforce proficiencies. For example, Japanese workers have considerably better literacy skills than their US counterparts, but use their reading skills significantly less at work (see Figure 2). Governments can and should enact policies that nudge employers towards better skill use. Doing so would help to lower the risk of the overall economy becoming stuck in a low-growth equilibrium, even as it improves the well-being of workers.

Figure 2 Skills proficiency and skills use across OECD PIAAC countries

Average proficiency scores and average skills use at work among the working 16-65 year old populationa

Notes: a) Countries are ranked by their average proficiency score in literacy and numeracy; b) Data for Belgium correspond to Flanders.
Source: Survey of Adult Skills (PIAAC) 2012, 2015.

A smarter approach to structural reform is also needed

Moving OECD economies away from the current slow growth equilibrium requires a renewed effort at structural reforms. While there is a broad consensus on the beneficial effects of well-targeted and fully implemented reforms of product and labour markets on productivity and hence average living standards in the long run, these reforms often face strong political opposition due to concern about their short-term distributional effects. These are important concerns in the context of high inequality. The new evidence presented in the Outlook [SH1] points the way toward smarter reform strategies that reduce, or even avoid, the temporary disruptions associated with the implementation of structural reforms. For example, it is shown that reforms to employment protection rules, which can temporarily depress employment, tend not to have that effect if implemented during an economic expansion and in countries characterised by large segmentation in the labour market. Moreover, the evidence suggests that complementary measures to promote greater internal adaptability of firms and more effective unemployment benefits can further help minimise short-term adjustment costs. Both the current weakness of productivity growth and the fact that most OECD countries are in the middle of an expansion indicate that now is a particularly good time to consider implementing additional structural reforms.

Bottom line

As labour markets continue to heal from the impact of the Great Recession, structural weaknesses in labour market performance become more visible, including stagnant wages in the lower and middle ranges of the earnings distribution. This requires a coordinated government policy response, with macroeconomic policies aimed at strengthening investment, and growth being supported by structural policies, even as they help workers to navigate today’s difficult labour markets.


OECD (2016), Employment Outlook 2016, OECD Publishing, Paris

Summers, L (2016), “Interest rates are at inconceivable levels, and we must confront what that means”, WONKBLOG, The Washington Post, 6 July

Teulings, C, and R Baldwin (2014), Secular Stagnation: Facts, Causes and Cures,, CEPR Press, London



Topics:  Global crisis Labour markets

Tags:  Great Recession, Labour Markets, OECD, unemployment, productivity, Germany

Director for Employment, Labour and Social Affairs, OECD

Head, Employment Analysis and Policy Division, Directorate for Employment, Labour and Social Affairs, OECD

Senior Economist, Employment Analysis and Policy Division, Directorate for Employment, Labour and Social Affairs, OECD