Edward Conard

Top Ten New York Times Bestselling Author

  • “…a fresh argument for the productive value of inequality.” - David Autor, Professor of Economics, Massachusetts Institute of Technology
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “…a fresh argument for the productive value of inequality.” - David Autor, Professor of Economics, Massachusetts Institute of Technology
  • “Unintended Consequences is far smarter and more thought-provoking than most economics written for the general public” - Greg Mankiw, Harvard University, Former Chairman of the Council of Economic Advisors
  • “Unintended Consequences is full of substance, it is one of the must-read books of the year, and once I finish it I will be giving it a second read through right away.” - Tyler Cowen, Professor, George Mason University
  • “…a very valuable contribution.” - Larry Summers, former Secretary of the Treasury and director of the National Economic Council, president emeritus, Harvard University
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “…a must-read for serious students of economic policy.” - Glenn Hubbard, Dean, Columbia Business School, and former Chairman of the Council of Economic Advisers
  • “Unintended Consequences offers deep and well-argued analyses on almost every issue.” - The New York Times
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “…a must-read for serious students of economic policy.” - Glenn Hubbard, Dean, Columbia Business School, and former Chairman of the Council of Economic Advisers
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Monday, June 10, 2019

Aggregate Implications of Changing Sectoral Trends

AI Summary. The authors estimate that more than two-thirds of the long-run decline in aggregate productivity growth stems from sector-specific rather than economy-wide disturbances, with construction alone accounting for 30%. Because sectors are linked, they estimate changing sectoral trends have cut trend GDP growth by roughly 2-3 percentage points.

Andrew Foerster Federal Reserve Bank of San Francisco
Date Posted:
June 10, 2019
Is Database:
Database
Is Important:
Important

Construction sector accounts for 30% of decline in TFP growth. Sector-specific disturbances have reduced trend GDP growth by 2-3pp over last 6 decades.

Do sector-specific disturbances drive most of the productivity growth slowdown?

Core argument: The construction sector accounts for 30% of the slowdown in aggregate total factor productivity growth, and since 1950 more than two-thirds of the secular decline in aggregate TFP growth stems from sector-specific rather than aggregate disturbances.

The slowdown in Total Factor Productivity (TFP) growth is highly sector-specific, with the construction sector accounting for 30% of the decline. Since 1950, more than two-thirds of the secular decline in aggregate TFP growth results from sector-specific disturbances rather than aggregate ones. This trend is mirrored in labor growth, particularly after 1980. The dynamic multi-sector framework shows that changes in TFP or labor growth in one sector can significantly impact GDP growth across other sectors due to inter-sectoral linkages. These linkages result in GDP growth multipliers that can be up to three times a sector's value-added share. Over the last six decades, changing sectoral trends have reduced trend GDP growth by approximately 2-3 percentage points. The construction sector's significant contribution to this decline highlights the persistent effects of structural changes on capital accumulation, suggesting a continued fall in trend GDP growth over the next decade without positive disturbances.

Takeaways by Macro Roundup® AI

  1. The construction sector accounts for 30% of the slowdown in aggregate total factor productivity growth, and since 1950 more than two-thirds of the secular decline in aggregate TFP growth stems from sector-specific rather than aggregate disturbances.
  2. Inter-sectoral linkages in a dynamic multi-sector framework generate GDP growth multipliers of up to three times a sector's value-added share, so changes in TFP or labor growth in one sector affect GDP growth across other sectors.
  3. Changing sectoral trends have reduced trend GDP growth by approximately 2-3 percentage points over the last six decades, and trend GDP growth is projected to keep falling over the next decade absent positive disturbances.

FRBSF looks at the slowdown in TFP growth and finds that it's highly sector specific. construction accounts for 30% (reminded me of the subway.... or firehouse)

"....In this paper, we estimate trends in TFP and labor growth across major U.S. production sectors and explore the role they have played in shaping the secular behavior of GDP growth. We find that trends in TFP and labor growth have generally decreased across a majority of sectors since 1950. More than 2/3 of the secular decline in aggregate TFP growth results from the combination of sector-specific rather than aggregate disturbances. Similarly, trend labor growth has also been dominated by sector-specific factors, especially after 1980 and the latter part of the post-war period. We embed these findings into a dynamic multi-sector framework in which materials and capital used by different sectors are produced by other sectors. The presence of capital, in particular, allows changes in TFP or labor growth in a given sector to affect value added growth in every other sector. This feature leads to quantitatively important sectoral multiplier effects on GDP growth that reflect the importance of different sectors as suppliers of capital or materials to other sectors. The strength of these linkages result in GDP growth multipliers that for some sectors can be as large 3 times their value added share. Ultimately, sector-speci c rather than aggregate factors in TFP and labor growth explain the major part of low frequency variations in U.S. GDP growth. Changing sectoral trends in the last 6 decades, translated through the economy's production network, have on net lowered trend GDP growth by around 2:3 percentage points. The Construction sector, more than any other sector, stands out for its contribution to the trend decline in GDP growth over the post-war period, accounting for 30 percent of this decline. Moreover, the process of capital accumulation means that these structural changes have endogenously persistent effects. Thus, absent the realization of predominantly positive and persistent disturbances to TFP and labor growth, we estimate that trend GDP growth will continue to fall over the next 10 years...."

Andrew Foerster, Andreas Hornstein, Pierre-Daniel and Sarte Mark Watson, "Aggregate Implications of Changing Sectoral Trends," Federal Reserve Bank of San Francisco, May 14, 2019, https://www.frbsf.org/economic-research/files/wp2019-16.pdf

  • Productivity
    • Institutional Capabilities
    • Investment
    • Workforce Reorganization
      • Manufacturing vs Services
  • Comparisons
    • Historical
    • Sector

The changing structure of American innovation: Some cautionary remarks for economic growth

AI Summary. The authors argue that the shift of research from large corporate labs to startups and universities has not fully replaced those labs' capabilities, weakening innovation and growth. Research fell from 30% of total business R&D in 1985 to under 20% in 2015, and scientific publications per firm dropped about 20% per decade.

Ashish Arora, Sharon Belenzon, Andrea Patacconi, and Jungkyu Suh National Bureau of Economic Growth
Date Posted:
June 10, 2019
Is Database:
Database

Research shifted from corporate labs to startups & universities hasn’t fully compensated for decline of corporate labs, impacting innovation & economic growth.

Has the decline of corporate research labs weakened innovation and growth?

Core argument: NSF data show research fell from 30% of total U.S. business R&D in 1985 to below 20% in 2015, as innovation shifted from corporate labs to startups and universities.

The shift of research from corporate labs to startups and universities has not fully compensated for the decline of corporate labs, impacting innovation and economic growth. NSF data shows the share of research in total business R&D fell from 30% in 1985 to below 20% in 2015. The number of scientific publications per firm dropped by 20% per decade from 1980 to 2006, with a more than 30% decline in high-quality journals. Fortune 500 firms' share of R&D 100 awards fell from 41% in 1971 to 6% in 2006. While university research has grown, it is often less mission-driven, requiring further development to become commercially viable. This division of labor has not yet realized its full potential, as large corporate labs had unique capabilities that are difficult to replace.

Takeaways by Macro Roundup® AI

  1. NSF data show research fell from 30% of total U.S. business R&D in 1985 to below 20% in 2015, as innovation shifted from corporate labs to startups and universities.
  2. Scientific publications per firm declined about 20% per decade from 1980 to 2006, with a more than 30% drop in high-quality journals, and Fortune 500 firms' share of R&D 100 awards fell from 41% in 1971 to 6% in 2006.
  3. University research has grown but is often less mission-driven and requires further development to become commercially viable, leaving the shift away from large corporate labs short of replacing their unique capabilities.

new NBER theorizes that moving research off corporate balance sheets to"...Spinoffs, startups, and university licensing offices...." quote"....has not fully filled the gap left by the decline of the corporate lab...".lots of good factoids

"...NSF data indicate that share of research (both basic and applied) in total business R&D in the U.S. fell from about 30 percent in 1985 to below 20 percent in 2015 (figure 2).The figure also shows that the absolute amount of research in industry, after increasing over the 1980s, barely grew over the 20 year period between 1990 to 2010. Other data show the same decline...Utilizing data on scientific c publications, Arora et al. (2018) show that the number of publications per rm fell at a rate of 20 percent per decade from 1980 to 2006 for R&D performing American listed firms. The authors also find that the drop is even more dramatic for established firms in high quality journals. For articles within the top quartile of Journal Impact Factor scores, the magnitude of the drop increases to over 30 percent. Large firms' withdrawal from science can also be gleaned from the list of R&D 100 awards winners. Fortune 500 firms won 41 percent of the awards in 1971, but only 6 percent in 2006 (Block and Keller, 2009). Over the same period, total industry R&D and patenting grew steadily, as did university performed research (see figure 6 below). This evidence points to the emergence of a new division of innovative labor, with universities focusing on research, large firms focusing on development and commercialization, and spinoffs, startups, and university technology licensing offices responsible for connecting the two.....Anecdotal evidence suggests that neural network research published by Google brain has been implemented by follow-own research at firms. It is now standard practice among researchers to test their algorithm's performance against Alexnet or LSTM | both of which were re fined at Google. We find that ML papers published by large firms are cited more often in patents than other ML papers: large firms published 12 percent of the papers in KDD, AAAI, ICML, IJCAI, and NIPS between 2011 and 2018, but accounted for 32 percent of the papers that are cited by patents.Bikard (2015) finds corporate publications to be 23 percent more likely to be cited than university publications one the same scientific discovery. We add wider correlational evidence in support of this prediction by comparing the likelihood of a U.S. utility patent issued between 1980 and 2006 citing a corporate scientific publication versus a university counterpart in its non-patent literature section.Using a linear probability model, we estimate that corporate publicationsare on average 11 percent more likely to be cited as a university publications. We control for the possibility that these results are driven by lower-quality universities, "applied" journals, or industry level differences in scientific quality, and find that the results hold. Panel (A) of Figure 12 visualizes the citation likelihood differences between these two groups, while panel (B) shows that corporate publications first order stochastically dominate university publications in terms of the number of citations they receive from patents...we suggest that this division of innovative labor has not, perhaps, lived up to its promise. The translation of scientific knowledge generated in universities to productivity enhancing technical progress has proved to be more difficult to accomplish in practice than expected.Spinoffs, startups, and university licensing offices have not fully filled the gap left by the decline of the corporate lab.Corporate research has a number of characteristics that make it very valuable for science-based innovation and growth. Large corporations have access to significant resources, can more easily integrate multiple knowledge streams, and direct their research toward solving specific practical problems, which makes it more likely for them to produce commercial applications. University research has tended to be curiosity-driven rather than mission-focused. It has favored insight rather than solutions to specific problems, and partly as a consequence, university research has required additional integration and transformation to become economically useful. This is not to deny the important contributions that universities and small firms make to American innovation.Rather, our point is that large corporate labs may have distinct capabilities which have proved to be difficult to replace....During the so-called Golden Age of American Capitalism, large corporate labs were important loci of research, and important sources of scientific and technical advances. At the start of the period, the university research sector was small (certainly compared to the current period) and uneven in quality. Over time, university research grew, bolstered by significant support from the federal government. This period also coincided with (and perhaps this was more than a coincidence) incumbent firms enjoying significant market power but restrained by aggressive anti-trust actions. Despite the apparent successes, corporate research, and the large corporate labs in particular, fell out of favor with investors, and eventually, also with managers. The focus shifted to university research, and startups, often venture funded, that aimed to capitalize on the scientific and technical advances in university labs. Corporations turned to sourcing ideas and inventions from the outside, hoping to combine it with their downstream development and commercialization abilities. These hopes have not been fully realized, at least not yet. Even as this division of innovative labor has progressed, so have the challenges it faces become more evident. University research is different from corporate research: it is less likely to be mission-driven. Its smaller scale and greater disciplinary focus mean that university research typically produces insights which then need further development and integration to produce commercializable inventions. This requirement of converting insight to product has proved more onerous and challenging than commonly appreciated. It seems unlikely that corporate research will rediscover its glory days. The boost in employment of data scientists, machine learning experts, and even economists, in large firms would appear to prognosticate a different future. We disagree. For some time, quick wins from low-hanging fruit (such as optimizing auction or advertising formats) may cover up the problem, but the fundamental challenge of managing long-run research inside a for-profit corporation remains a formidable one. Put differently, although there are significant efficiency gains that companies have realized from hiring data scientists and economists, there are only a handful of cases of significantly new markets created from such efforts, and incumbent firms continue to rely on outside inventions to fuel their growth. In the longer run, therefore, university research will remain the principal source of new ideas for such inventions. And therefore the ongoing economic experiments of discovering efficient ways to translate scientific insights in universities into technical advances that eventually manifest in productivity growth will remain crucial to our future prosperity...."

Ashish Arora, Sharon Belenzon, Andrea Patacconi, and Jungkyu Suh, "The changing structure of American innovation: Some cautionary remarks for economic growth," National Bureau of Economic Growth, May 22, 2019, https://www.nber.org/chapters/c14259.pdf

  • Productivity
    • Innovation/Research
    • Institutional Capabilities
    • Investment
  • Comparisons
    • Historical

Tuesday, June 11, 2019

Does the UK Benefit From Chinese Investment?

AI Summary. Net foreign investment inflows into the UK, including £8.3bn from China, can either raise domestic investment or lower the domestic savings rate, depending on how the capital is absorbed. Inflows that fund new projects and business expansion can support growth, while those that do not raise investment press down on savings.

Michael Pettis China Financial Markets
Date Posted:
June 11, 2019
Is Database:
Database
Is Important:
Important

@michaelxpettis: Countries with net foreign investment inflows necessarily see domestic investment rise or domestic savings drop. If capital inflows don’t cause investment to rise, they must force down the savings rate.

@michaelxpettis: Countries with net foreign investment inflows necessarily see domestic investment rise or domestic savings...

Do foreign investment inflows raise domestic investment or lower savings?

Core argument: Chinese investment in the UK reached £8.3bn in 2018, part of a broader rise in foreign direct investment inflows into the UK.

The UK has experienced significant net foreign investment inflows, particularly from China, which can lead to either an increase in domestic investment or a decrease in domestic savings. In 2018, Chinese investment in the UK reached £8.3bn, contributing to a broader trend of rising foreign direct investment (FDI) inflows. This influx of capital can stimulate economic growth by funding new projects and expanding existing businesses, potentially increasing the UK's GDP. However, if these inflows do not translate into higher domestic investment, they may exert downward pressure on the savings rate, as the capital must be absorbed into the economy. The balance between these outcomes is crucial for policymakers to consider when evaluating the long-term benefits of foreign investment, as it impacts both economic stability and growth prospects.

Takeaways by Macro Roundup® AI

  1. Chinese investment in the UK reached £8.3bn in 2018, part of a broader rise in foreign direct investment inflows into the UK.
  2. Net foreign investment inflows into the UK can either raise domestic investment, funding new projects and expanding existing businesses to lift GDP, or push down the domestic savings rate as the capital is absorbed.
  3. The balance between higher domestic investment and a lower savings rate is central to assessing the long-term benefit of foreign investment for the UK, affecting economic stability and growth prospects.

Michael Pettis, "Does the UK Benefit From Chinese Investment?,"China Financial Markets, June 5, 2019, https://carnegieendowment.org/chinafinancialmarkets/79261

Ed Comment:Obviously, I couldn't agree more. Shocking what a bunch of nitwits many mainstream economists are on this topic. They haven't rethought it since they read it in textbook in college 30 years ago based on thinking from 30 years before that. We let them damage our economy without giving it a second thought. It's too bad petiis can't see straight on inequality. That people have to earn the money before it can be redistributed and if it's redistributed it may never be earned in the first place."....While foreign investment usually benefits developing economies and creates local economic benefits in advanced economies, it generally does not benefit advanced economies on the whole except in very limited cases. On the contrary, foreign investment in advanced economies is more likely to lead to higher unemployment or rising debt....The idea that a country automatically benefits from foreign investment is based on the assumption that productive investment in any country is always constrained by a shortage of capital. That is why when foreigners promise to invest in a country, it is assumed that this will lead to an increase in productive investment. But like many other widely shared assumptions among economists about what is or isn’t good for the economy, this assumption is too rigid. Foreign capital inflows into any country can lead to an increase in productive investment only under certain circumstances. Under other circumstances, these inflows are more likely to lead to either more unemployment or more debt. What matters are the underlying conditions in a given country and, to a lesser extent, conditions in the country from which the investment originates. In fact, as I will show below, while Chinese investment can cause developing economies to grow faster, it is unlikely systematically to benefit the UK or other advanced economies. This extremely unintuitive conclusion seems to fly in the face of many years of policy direction and behavior, but it follows automatically from working logically through the ways in which foreign investment affects recipient countries.The key is to recognize that an assumption that implicitly governs much classical economics—that capital is a scarce resource—while probably true for most of modern economic history is now obsolete, at least for most advanced economies. Because countries like the UK do not suffer from a scarcity of investible capital, the benefits of foreign investment are not nearly what once was believed.... foreign investment inflows, as the obverse of current account outflows, can damage developed economies. Specifically, foreign investment inflows pose two potentially large costs to the UK. First, in the case of foreign direct investment, foreigners may buy British companies to acquire and transfer advanced technology. This may or may not harm British economic growth over the medium term and the long term depending on the specific circumstances, which I probably don’t need to rehash as journalists have discussed this issue quite a bit. The second cost is potentially even greater. Countries that receive net foreign investment inflows, whether direct investment or portfolio investment, by definition will necessarily see either domestic investment rise or domestic savings drop.2 If net foreign capital inflows don’t cause investment to rise in advanced economies like the UK, (and may even cause it to decline if these inflows export consumption demand), they must force down the domestic savings rate. This very important point is almost always misunderstood and so worth repeating. If any country sees an increase in its net foreign investment inflows, there are corresponding changes in three accounting identities which, precisely because they are accounting identities, must occur simultaneously and are simply different ways of saying the same thing: (1) the country’s capital account surplus will rise by the amount of the increase in net foreign investment, (2) its current account deficit will also rise by exactly the same amount, and (3) the excess of domestic investment over domestic savings will rise, again by exactly the same amount. Because the UK is an advanced economy in which investment is unconstrained by scarce capital, the country’s investment level will not rise with an increase in net foreign inflows, in which case its savings must automatically decline, as the gap between the two rises exactly by the amount of the net foreign investment inflow. Economists and policymakers still find it hard to understand how foreign capital inflows can automatically depress domestic savings. But as I have discussed several times before (for example, here, here, and here), there are many ways in which they can do so. These, broadly speaking, always result in either higher unemployment or higher debt, neither of which the UK is likely to see as a good thing.It isn’t a coincidence at all, by the way, that countries with the most open and flexible capital markets and the best financial-market governance (basically the Anglo-Saxon economies) have run permanent or nearly permanent deficits driven by low savings since the 1970s: capital inflows have depressed domestic savings. That is why when analysts argue that their low savings prove that the UK (and similar countries, like the United States) need foreign capital, they have it exactly backwards. If foreign capital does not drive up investment, it must drive down savings. These economies receive the excess savings generated abroad not because they need the money (in which case they would have been driven by rising interest rates) but rather because the excess savings were forced into countries that could best accommodate them (in which case they should drive down interest rates, as they seem to have done). This means that foreign capital inflows into the UK—whether from China, the United States, elsewhere in Europe, or anywhere else—force the UK to accept either rising debt or rising unemployment (or some combination)...."

  • Savings Glut/Trade Deficit
  • Productivity
    • Investment

Chinese Cash Is Suddenly Toxic in Silicon Valley, Following U.S. Pressure

AI Summary. Chinese foreign direct investment into the US fell about 90%, from $46bn to $5bn, a decline attributed to heightened US scrutiny and regulatory pressure on Chinese investment in technology sectors. State-backed Chinese investors nearly disappeared from the US market, leaving startups that relied on Chinese capital without that funding source.

Rolfe Winkler Wall Street Journal
Date Posted:
June 11, 2019
Is Database:
Database

Chinese Inbound US FDI Plunging 90% $5B in 2018 Versus $46B In 2016.

Has US scrutiny driven Chinese investment out of American tech?

Core argument: Chinese inbound US foreign direct investment fell 90% from $46bn in 2016 to $5bn in 2018, a decline attributed to heightened US scrutiny and regulatory pressure on Chinese investments, particularly in technology sectors.

Chinese inbound US FDI [Foreign Direct Investment] experienced a dramatic decline, plummeting 90% from $46bn in 2016 to $5bn in 2018. This sharp decrease is attributed to heightened US scrutiny and regulatory pressure on Chinese investments, particularly in technology sectors. The decline was marked by a significant reduction in state-backed Chinese investors, who nearly vanished by the end of 2018. This shift reflects broader geopolitical tensions and a strategic pivot by the US to protect its technological edge. The impact is particularly pronounced in Silicon Valley, where Chinese capital has become increasingly unwelcome, affecting startups reliant on foreign investment. The data underscores a significant realignment in global investment flows, with potential long-term implications for innovation and economic growth in the US tech industry.

Takeaways by Macro Roundup® AI

  1. Chinese inbound US foreign direct investment fell 90% from $46bn in 2016 to $5bn in 2018, a decline attributed to heightened US scrutiny and regulatory pressure on Chinese investments, particularly in technology sectors.
  2. State-backed Chinese investors nearly vanished from US inbound investment by the end of 2018.
  3. Silicon Valley shows the most pronounced effects of the retreat in Chinese capital, affecting startups reliant on foreign investment, with potential long-term implications for US tech innovation and economic growth.

".....After hitting record levels early last year, Chinese funding for U.S. startups slowed beginning in May 2018, according to research firm Rhodium Group. And state-backed Chinese investors all but disappeared by year-end, Rhodium said. Meanwhile,foreign direct investment from China, which includes acquisitions of U.S. companies, plunged 90% to $5 billion in 2018 from $46 billion in 2016....."

Rolfe Winkler, "Chinese Cash Is Suddenly Toxic in Silicon Valley, Following U.S. Pressure,"Wall Street Journal, June 11, 2019, https://www.wsj.com/articles/chinese-cash-is-suddenly-toxic-in-silicon-valley-following-u-s-pressure-campaign-11560263302

  • Financial Markets
  • Comparisons
    • Historical
  • Productivity
    • Investment


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