Blog Post

The breakdown of productivity diffusion

The OECD has been pushing the idea that the productivity slowdown is not so much due to a lack of innovation but rather due to a lack of innovation diffusion between firms.

By: and Date: June 27, 2016 Topic: Digital economy and innovation

The OECD view

Jane Bourke writes that a recent OECD report – “The Future of Productivity” – presents a new perspective on what drives national productivity growth. The OECD explains that in every world economy there are some ‘frontier firms’, which are internationally competitive and match global high standards in productivity. However, the majority of firms – up to 80 per cent – are not in this category. These firms may have a more domestic market orientation, and much lower average productivity and the OECD calls them ‘non-frontier firms’.

Timothy Taylor writes the report argues that slower productivity in high-income countries is not because cutting-edge firms are slowing down in their productivity growth, but rather because other firms aren’t keeping up. To put it another way, productivity growth isn’t diffusing across economies.

Chiara Criscuolo writes that the slow productivity growth of the “average” firm masks the fact that a small cadre of firms are experiencing robust gains. Timothy Taylor writes that the evidence of Figure 11 below suggests that the possibilities for productivity growth haven’t slowed down, but that large parts of the economy are having a harder time putting the practices that lead to faster productivity growth into effect.

bebr 25 6 16 1

Alex Tabarrok writes that it’s unclear why this is happening. Patents and other intellectual property being locked up in the frontier firms is one possible answer. Another possibility is that innovations are embedded in capital so you need new investment to diffuse innovation and business investment has been low for some time perhaps for “cyclical” reasons. The OECD argues that this is consistent with: i) longer run evidence on the penetration rates of new technologies (e.g. Comin and Mestieri, 2013); ii) winner takes all dynamics (Gabaix and Landier, 2008); and iii) the rising importance of tacit knowledge.

Winton Bates writes that the authors discount the winner-take-all explanation because the divergence is not confined to the ICT sector where winner-take-all dynamics might be expected to be most important.

Inequality among firms and income inequality

Alex Tabarrok writes that a failure of innovation diffusion is also consistent with the argument that much of the rise in income inequality can be attributed to greater inequality among firms. Jane Bourke notes that a recent study by Card et al. (2013) suggests that the observed rise in wage inequality appears to at least reflect the increasing dispersion in average wages paid across firms. Thus, raising the productivity of laggard (late adopter) firms could also contain increases in wage inequality, while reducing costs and improving the quality and variety of goods and services.

Jae Song and coauthors write that in the absence of comprehensive evidence on wages paid by firms, it is frequently asserted that inequality within the firm is a driving force leading to an increase in overall inequality. Using data on wage earnings for a one-sixteenth percent representative sample of U.S. workers, and the (100 percent) population of U.S. firms, between 1978 and 2012. Contrary to the assertions made by Mishel and Sabadish (2014), Piketty (2013), and others, we find strong evidence that within-firm pay inequality has remained mostly flat over the past three decades.

Matt O’Brien writes that new research shows that it’s not super-managers, but rather super-managers and everybody else at super-companies that are behind the growing income gap. The research team of Jae Song of the Social Security Administration, Fatih Guvenen of the University of Minnesota, and David Price and Nicholas Bloom of Stanford were able to look at what had previously between private earnings data for every company between 1978 and 2012—the best data we have so far—and found that the pay gap between executives and their own workers had barely changed during this time. What had changed, though, was the pay gap between every worker at the highest-paid firms and everyone else. In other words, inequality exploded because the top 1 percent of companies were making more and paying all their employees more. This was true across the country and across industries.

Jae Song and coauthors write that there are several potential explanations for these findings. One possibility is increased sorting: that is, perhaps, in the 1980s firms were employing workers from a broader set of skill levels but have become increasingly specialized over time, so that now firms employ workers from narrower skills groups. Therefore, some firms pay much higher average wages than before because their average worker quality has increased. A second potential explanation is growing productivity differentials across firms. If the production technology delivers positive assortative matching and workers are mobile and then higher skill workers will flock into higher productivity firms.


Republishing and referencing

Bruegel considers itself a public good and takes no institutional standpoint. Anyone is free to republish and/or quote this post without prior consent. Please provide a full reference, clearly stating Bruegel and the relevant author as the source, and include a prominent hyperlink to the original post.

Read about event More on this topic
 

Past Event

Past Event

Future of Work and Inclusive Growth Annual Conference

Annual Conference of the Future of Work and Inclusive Growth project

Speakers: Erik Brynjolfsson, Arturo Franco, Carl Frey, Andrea Glorioso, Francis Green, Francis Hintermann, Ivailo Kalfin, Vladimir Kvetan, J. Scott Marcus, Anna Kwiatkiewicz-Mory, Anoush Margaryan, Julia Nania, Laura Nurski, Poon King Wang, Monika Queisser, Fabian Stephany, Niels van Weeren and Guntram B. Wolff Topic: Digital economy and innovation Location: Bruegel, Rue de la Charité 33, 1210 Brussels Date: June 7, 2022
Read about event More on this topic
 

Past Event

Past Event

MICROPROD Final Event

Improving understanding of productivity, its drivers and the way we measure it.

Speakers: Carlo Altomonte, Eric Bartelsman, Marta Bisztray, Peter Bøegh Nielsen, Italo Colantone, Maria Demertzis, Wolfhard Kaus, Javier Miranda, Steffen Müller, Hannu Piekkola, Verena Plümpe, Niclas Poitiers, Andrea Roventini, Gianluca Santoni, Valerie Smeets, Nicola Viegi and Markus Zimmermann Topic: Macroeconomic policy Location: Bruegel, Rue de la Charité 33, 1210 Brussels Date: May 31, 2022
Read about event More on this topic
 

Past Event

Past Event

Adapting to European technology regulation: A conversation with Brad Smith, President of Microsoft

Invitation-only event featuring Brad Smith, President and Vice Chair of Microsoft who will discuss regulating big tech in the context of Europe's digital transformation

Speakers: Maria Demertzis and Brad Smith Topic: Digital economy and innovation Location: Bibliothéque Solvay, Rue Belliard 137A, 1000 Bruxelles Date: May 18, 2022
Read about event More on this topic
 

Past Event

Past Event

COVID-19 and the shift to working from home: differences between the US and the EU

What changes has working from home brought on for workers and societies, and how can policy catch up?

Speakers: Jose Maria Barrero, Mamta Kapur, J. Scott Marcus and Laura Nurski Topic: Inclusive growth Location: Bruegel, Rue de la Charité 33, 1210 Brussels Date: April 28, 2022
Read article Download PDF More on this topic
 

Working Paper

The low productivity of European firms: how can policies enhance the allocation of resources?

A summary of the most important policy lessons from research undertaken in the MICROPROD project work package 4, related to the allocation of the factors of production, with a special focus on the weak dynamism of European small and medium-sized enterprises (SMEs).

By: Grégory Claeys, Marie Le Mouel and Giovanni Sgaravatti Topic: Macroeconomic policy Date: April 25, 2022
Read article More by this author
 

Podcast

Podcast

What to expect from China's innovation drive?

How much has China progressed technologically?

By: The Sound of Economics Topic: Digital economy and innovation, Global economy and trade Date: April 6, 2022
Read article More on this topic More by this author
 

Opinion

Global chip shortage may soon turn into an oversupply crisis

Only companies investing in advanced semiconductors will see their margins increase.

By: Alicia García-Herrero Topic: Global economy and trade Date: February 25, 2022
Read article More on this topic More by this author
 

Blog Post

The dark side of artificial intelligence: manipulation of human behaviour

Transparency over systems and algorithms, rules and public awareness are needed to address potential danger of manipulation by artificial intelligence.

By: Georgios Petropoulos Topic: Digital economy and innovation Date: February 2, 2022
Read article Download PDF More on this topic
 

Working Paper

Market power and artificial intelligence work on online labour markets

In this working paper, the authors investigate three alternative but complementary indicators of market power on one of the largest online labour markets (OLMs) in Europe.

By: Néstor Duch-Brown, Estrella Gomez-Herrera, Frank Mueller-Langer and Songül Tolan Topic: Digital economy and innovation Date: December 16, 2021
Read about event
 

Past Event

Past Event

China’s medium term outlook: Will innovation save China from becoming old before it becomes rich?

What can China do to stop the deceleration of its economy. Is innovation the solution?

Speakers: Jean-Francois Di Meglio, Alicia García-Herrero and Guntram B. Wolff Topic: Digital economy and innovation, Global economy and trade Location: Bruegel, Rue de la Charité 33, 1210 Brussels Date: December 1, 2021
Read article More on this topic
 

External Publication

'In Situ' Data Rights

Privacy empowers individuals to control what is gathered and who sees it; portability permits analysis and creates competition. By moving our data to portals that would share more value in return, we might capture more of our data value. After all, that data concerns us.

By: Bertin Martens, Geoffrey Parker, Georgios Petropoulos and Marshall Van Alstyne Topic: Digital economy and innovation Date: December 1, 2021
Read article Download PDF More on this topic
 

Policy Contribution

What is holding back artificial intelligence adoption in Europe?

To accelerate the roll-out of AI technology across the European Union, policymakers should alleviate constraints to adoption faced by firms, both in the environmental context and in the technological context.

By: Mia Hoffmann and Laura Nurski Topic: Digital economy and innovation Date: November 30, 2021
Load more posts