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War and Subsidies Have Turbocharged the Green Transition

Economist Staff The Economist
Date Posted:
February 14, 2023
Is Database:
Database

.@TheEconomist argues that “The crunch caused by the war in Ukraine may, in fact, have fast-tracked the green transition by an astonishing five to ten years” via increased subsidies.

The crunch caused by the war in Ukraine may, in fact, have fast-tracked the green transition by an astonishing five to ten years. Last year global capital expenditure on wind and solar assets grew from $357bn to $490bn, surpassing investment in new and existing oil and gas wells for the first time. America’s Inflation Reduction Act earmarks $369bn of subsidies for green tech; the European Commission has unveiled a “Net-Zero Industry Act”, which will provide at least €250bn ($270bn) to clean-tech companies. China’s 14th five-year plan for energy, released in June, for the first time sets a goal for the share of renewables in power generation (of 33% by 2025). All told, the IEA expects global renewable-energy capacity to rise by 2,400gw between 2022 and 2027, an amount equivalent to China’s entire installed power capacity today. That is almost 30% higher than the agency’s forecast in 2021, released before the war. Renewables are set to account for 90% of the increase in global generation capacity over the period. Carbon-dioxide emissions look set to fall considerably faster than expected just 12 months ago. S&PGlobal, a data firm, thinks emissions from energy combustion will peak in 2027, at a level the world would still be producing in 2028 had the war not happened.

The Economist’ argues that “The crunch caused by the war in Ukraine may, in fact, have fast-tracked the green transition by an astonishing five to ten years” via increased subsidies, “The crunch caused by the war in Ukraine may, in fact, have fast-tracked the green transition by an astonishing five to ten years. Last year global capital expenditure on wind and solar assets grew from $357bn to $490bn, surpassing investment in new and existing oil and gas wells for the first time. America’s Inflation Reduction Act earmarks $369bn of subsidies for green tech; the European Commission has unveiled a “Net-Zero Industry Act”, which will provide at least €250bn ($270bn) to clean-tech companies. China’s 14th five-year plan for energy, released in June, for the first time sets a goal for the share of renewables in power generation (of 33% by 2025). All told, the IEA expects global renewable-energy capacity to rise by 2,400gw between 2022 and 2027, an amount equivalent to China’s entire installed power capacity today. That is almost 30% higher than the agency’s forecast in 2021, released before the war. Renewables are set to account for 90% of the increase in global generation capacity over the period. Carbon-dioxide emissions look set to fall considerably faster than expected just 12 months ago. S&PGlobal, a data firm, thinks emissions from energy combustion will peak in 2027, at a level the world would still be producing in 2028 had the war not happened.”

Economist Staff, “War and subsidies have turbocharged the green transition,” The Economist, February 13, 2023, https://www.economist.com/finance-and-economics/2023/02/13/war-and-subsidies-have-turbocharged-the-green-transition

War and subsidies have turbocharged the green transition

To many activists, Lutzerath, an abandoned hamlet in Germany, encapsulates the nightmare of the global energy crisis. For months campaigners blocked the site’s demolition, after Robert Habeck, the country’s energy minister, allowed a utility firm to mine for lignite—the dirtiest form of coal—under its graffitied houses. As a giant excavator swallowed its way closer, hundreds of police, unfazed by the pyrotechnics propelled at them, dragged protesters from their stations. Now the village is empty; its last buildings gone.

In their panic to keep the lights on, policymakers across Europe and Asia are reopening coal mines, keeping polluting power plants alive and signing deals to import liquefied natural gas (lng). State-owned oil giants, such as the uae’s adnoc and Saudi Aramco, are setting aside hundreds of billions of dollars to boost output, even as private energy firms mint enormous profits. Many governments are encouraging consumption of these dirty fuels by subsidising energy use, to help citizens get through the winter.

Yet the reality is that the return of brown fuels is a subplot in a much grander story. By making coal, gas and oil scarcer and dearer—prices remain well above long-run averages, despite recent falls—Russia’s invasion of Ukraine has given renewable power, which is mostly generated domestically, a significant strategic and economic edge. Indeed, even as Mr Habeck endorsed coal-mining last year, the Green politician set out plans to expand solar and wind energy, including in Lutzerath’s gusty Rhineland. All over the world officials are raising renewables targets and setting aside huge sums to bankroll a build-out.

This complexity makes it difficult to discern whether the tumult in energy markets has aided or impeded the energy transition. To assess the overall picture, The Economist has looked at a range of factors, including fossil-fuel consumption, energy efficiency and renewables deployment. Our findings suggest that the crunch caused by the war in Ukraine may, in fact, have fast-tracked the green transition by an astonishing five to ten years.

Smoke signals

As the Battle of Lutzerath suggests, the main reason for alarm is that the world is burning more coal these days. Before the war, it seemed as if appetite for the fuel, having peaked in 2013, was in secular decline. Last year, however, consumption grew by 1.2%, surpassing 8bn tonnes for the first time in history. Sky-high gas prices have pushed utility firms in Europe and parts of Asia, notably Japan and South Korea, to use much more of the stuff. Politicians have prolonged the life of coal-fired plants, reopened closed ones and lifted production caps. This has led to a scramble for supply, one which has been exacerbated by Europe’s ban on Russian imports. In China and India production jumped by 8% and 11% respectively in 2022, pushing world output to a record high.

The International Energy Agency (iea), an official forecaster, predicts coal demand will remain high until 2025 (though it cautions that soothsaying is particularly hard in current market conditions). Europe will receive less gas from Russia, and global lng supply is likely to stay tight, meaning coal will remain the bloc’s fall-back option. India’s appetite will probably grow, adding to demand. But the rise will be tempered by an increase in the use of renewables—and beyond 2025 coal’s fortunes look dim. New lng projects in America, Qatar and elsewhere will kick in, providing relief to gas markets. At the same time, a wind and solar boom will shrink appetite for fossil fuels, not least in China. The iea expects the country to build renewable generation capacity capable of supplying 1,000 terawatt-hour by 2025, equivalent to the total power generation of Japan today.

Meanwhile, the world’s existing production capacity of both oil and gas is already close to being fully used. Russia cannot easily redirect gas exports; its oil rigs, lacking people and parts, may soon produce less than they do now. Although energy-hungry countries have been busy signing long-term deals to import lng, which will force them to import the fossil fuel for several more decades, volumes remain modest. Hydrocarbon firms are enjoying juicy profits, but investment in new projects is falling. Such spending remains well below levels of a decade ago, and a dollar of investment seems to go less far nowadays: capital expenditure per barrel of output, a measure of exploration and production costs, has risen by 30% since 2017. Sustained demand amid slowly rising, perhaps even falling, supply should keep prices of both high.

Lofty prices mean that consumers and firms have sought to reduce their reliance on fossil fuels. Last year the world economy became 2% less energy-intensive—measured by the amount of energy it uses to produce one unit of gdp—its fastest rate of improvement in a decade. Efforts to consume less are most apparent in Europe, which in recent months has been assisted by unusually mild temperatures. Together warm weather and greater energy efficiency mean the continent has used 6-8% less electricity this winter than in the previous one. All over the world, capital is being mobilised on a vast scale to make the economy more frugal. Last year governments, households and firms together spent $560bn on energy efficiency. This money mainly went on two technologies: electric vehicles and heat pumps. Sales of the former almost doubled in both 2021 and 2022.

But efficiency can only make so much difference. People are also looking to alternative sources of energy, especially in Europe. From December 2021 to October 2022 contract prices for the continent’s wind and solar photovoltaic projects were on average 77% below wholesale power prices. At €257 per megawatt-hour (mwh), the average price in Germany in December, a typical solar plant takes less than three years to become profitable, against 11 years at €50 per mwh, the average spot price between 2000 and 2022. Globally, installations of rooftop solar panels, which households and firms use to trim bills, rose by half last year. A record 128GW of onshore-wind projects also broke ground, marking a 35% increase from the year before.

Such indicators only cover a fraction of the activity that has taken place since the war, because selecting a site, obtaining permits and designing large wind or solar farms can take many years. A more representative—and even more encouraging—metric is the amount of money flowing to new projects. Last year global capital expenditure on wind and solar assets grew from $357bn to $490bn, surpassing investment in new and existing oil and gas wells for the first time. Rystad Energy, a consultancy, reckons investment will continue to rise over the next two years.

At the same time, the fuel squeeze has turbocharged clean-energy policy in the world’s biggest economies. America’s Inflation Reduction Act (ira) earmarks $369bn of subsidies for green tech; the European Commission has unveiled a “Net-Zero Industry Act”, which will provide at least €250bn ($270bn) to clean-tech companies, while also bringing forward the target for doubling the eu’s installed solar capacity to 2025, from 2030. National ambitions have been supersized, too. In July Germany raised its target for the renewable share in power generation by 2030 to 80%, from 65%. China’s 14th five-year plan for energy, released in June, for the first time sets a goal for the share of renewables in power generation (of 33% by 2025). The country’s provincial governments are also increasingly offering green incentives.

Much of the money will be spent inefficiently. The ira comes with a raft of “Made In America” stipulations. In response, the European Commission is planning to loosen state-aid rules. This industrial policy will compound an already existing problem: that of cost inflation. Russia’s war in Ukraine lifted the price of metals such as aluminium, copper and steel, all of which are crucial for cables, turbines and panels. Although some commodity prices are now falling, costs are being pushed up by higher interest rates—a particular issue for developers of solar and wind farms, which require more capital upfront than regular power plants. High freight and power costs, as well as staffing shortages, add to the bill. Namit Sharma of McKinsey, a consultancy, reckons that by 2030 the eu will have to quadruple the number of people developing, building and running the green plants required to meet its targets.

All this means that developers at the top of the green supply chain are not making much money. Several offshore-wind giants have recently announced that they will carry out huge write-downs on projects. In theory, developers could pass higher costs on to consumers by bidding for potential projects at higher prices. But in practice miserly new national rules and auction designs make doing so difficult. This winter Europe adopted a windfall tax on renewable-energy generators, and a cap on wholesale power prices, in effect placing a ceiling on returns. Germany’s new offshore-wind-tender system makes bidders compete over how much they are willing to pay to run projects, a system known as “negative bidding”. Never-ending permitting wrangles dilute returns even further.

Earth, wind and fire

In an alternative, less protectionist universe America’s and Europe’s vast spending packages would have an even bigger impact. But even in this fallen world, they are still pretty momentous—sufficient, forecasters consulted by The Economist estimate, to accelerate the energy transition by five to ten years. The investment surge and tighter targets should create an enormous amount of renewable-generation capacity. All told, the iea expects global renewable-energy capacity to rise by 2,400gw between 2022 and 2027, an amount equivalent to China’s entire installed power capacity today. That is almost 30% higher than the agency’s forecast in 2021, released before the war. Renewables are set to account for 90% of the increase in global generation capacity over the period.

As green power is turbocharged and fossil-fuel use sags, carbon-dioxide emissions look set to fall considerably faster than expected just 12 months ago. s&p Global, a data firm, thinks emissions from energy combustion will peak in 2027, at a level the world would still be producing in 2028 had the war not happened. Rystad estimates that those from electricity and heating generation alone could hit a ceiling as soon as this year. This is because the recent mad rush to secure fossil fuels is unlikely to last long or be big enough to counteract the green boom. For an illustration of this, return to Germany. The fate of Lutzerath was sealed by a compromise. The deal will see two coal plants that were to be shut in 2022 run until March 2024. In return, however, two bigger plants will be retired in 2030—eight years sooner than had been planned.

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Previous articleFebruary 14, 2023Youth Risk Behavior SurveyAccording to a @CDCgov survey, 57% of female high school students in 2021 experienced persistent feelings of sadness or hopelessness up from 36% in 2011. Male students saw only an 8 percentage point increase.Next articleFebruary 14, 2023Is the Green Transition Inflationary?Analysts from the @NewYorkFed argue that while climate policies will assuredly impact the relative prices of clean and dirty energy, these policies will not cause a change in the general price level in the absence of price rigidities.
Showing 91 database articles primarily about Investment

Gross and Net US Investment

AI Summary. Net investment has fallen from ~40% of gross investment in the 1970s to ~25% today, meaning three-quarters of gross investment merely replaces depreciating assets. The shift toward faster-depreciating information technology assets requires larger gross investment increases to achieve any given gain in productive capital per worker.

Timothy Taylor Conversable Economist
Date Posted:
September 4, 2026
Is Database:
Database

U.S. real net private domestic investment—which adds to the American capital stock—is now only ~25% as large as gross investment, down from ~40% in the 1970s. Taylor suggests the widening gap between gross and net investment reflects the relatively rapid depreciation of IT-related capital.

Does faster asset depreciation explain slowing productivity growth?

Core argument: Net investment has fallen from ~40% of gross investment in the 1970s to ~25% today, meaning three-quarters of gross investment now merely replaces depreciating capital rather than expanding the productive stock.

The figure divides net investment by gross investment. Back in the 1970s, net investment was often around 40% of gross investment, but the share has been slumping over time. For the last decade or so, net investment has been about 25% of the gross–that is, about three-quarters of gross investment is just making up for depreciation of the pre-existing capital stock. The likely reason for the growing gap between gross and net investment is that modern investment is more likely to be related to information technology [which] depreciates more rapidly and thus needs to be replaced and updated more often. If we want the average US worker to be using a greater amount of capital on the job–which was one of the key drivers of rising labor productivity in the past–it now takes a bigger rise in gross investment to lead to a given rise in net investment.

Takeaways by Macro Roundup® AI

  1. Net investment has fallen from ~40% of gross investment in the 1970s to ~25% today, meaning three-quarters of gross investment now merely replaces depreciating capital rather than expanding the productive stock.
  2. The shift toward information technology — which depreciates faster than physical machinery — is the primary driver of the widening gap between gross and net investment.
  3. Raising capital per worker, a historic engine of labor productivity growth, now requires a substantially larger increase in gross investment than it did several decades ago.

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Understanding AI and Productivity

AI Summary. U.S. productivity growth has accelerated to ~2.2% annually since mid-2022, above the 2010s baseline, though pandemic-era labor market and business formation dynamics likely contributed alongside AI. Historical general-purpose technology booms sustained labor productivity growth above 2.5% for a decade or more, making the current acceleration substantial but not unprecedented.

Chad Syverson Economic Innovation Group
Date Posted:
August 28, 2026
Is Database:
Database

Syverson is skeptical that AI initiated the rise in productivity growth that began in 2023. The acceleration began while AI investment was small, and pandemic-era labor market churn and business dynamism match the acceleration’s start.

Is AI-driven productivity growth sustainable at historical technology boom levels?

Core argument: U.S. labor productivity has grown at roughly 2.2% annually since mid-2022, a pace exceeding the 2010s trend and, if sustained, implying GDP per capita roughly 7% higher within a decade than the prior trajectory.

Productivity from mid-2022 on has maintained a faster-than-2010s trajectory involving annual growth of about 2.2%. Could this acceleration be due to AI? Perhaps. The timing leans against AI being the sole initial cause. Additionally, there were well-documented increases in economic dynamism (labor market churn and business formation) during the pandemic emergence whose timing matches the acceleration’s start. Regardless of AI’s current effect, the longer the aggregate productivity acceleration continues, the more plausible it is that AI is an important driver. As for the magnitude, a sustained increase from 1.5 to 2.2% annual productivity growth would be substantial (after a decade, GDP per capita would be 7% higher than otherwise), but hardly unprecedented. The 1995–2004 productivity boom saw annual productivity growth of nearly 3% per year, and other past general-purpose-technology-related productivity boosts saw labor productivity growth in excess of 2.5% for a decade or longer.

Takeaways by Macro Roundup® AI

  1. U.S. labor productivity has grown at roughly 2.2% annually since mid-2022, a pace exceeding the 2010s trend and, if sustained, implying GDP per capita roughly 7% higher within a decade than the prior trajectory.
  2. The 1995–2004 productivity boom averaged nearly 3.0% annual growth, establishing that a durable AI-driven acceleration to 2.2% would be meaningful but well within historical precedent for general-purpose-technology cycles.
  3. Pandemic-era surges in labor market churn and business formation align more precisely with the productivity acceleration’s start date than AI adoption does, complicating AI-as-sole-cause narratives.

Related Articles:

  • AI and Productivity — Rising US labor productivity is driven by higher capital utilization—factories, servers, and hotel rooms running harder—rather than new investment or efficiency gains at the individual task level.
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US Widens AI-Driven Investment Gap With Europe

AI Summary. US corporate investment in equipment and facilities is projected to grow 40% in real terms by the end of next year, versus 12% in the euro area, widening a productivity gap where output per hour worked rose $14 in the US compared with $2 in Europe since 2018.

Sam Fleming, Amy Borrett and Olaf Storbeck Financial Times
Date Posted:
August 24, 2026
Is Database:
Database

Oxford Economics projects US real business investment will rise 40% over 2021–2027, ~3x the euro area’s 12%. US investment growth since 2024 has been largely information processing and software, but high US growth in GDP/hour is not “merely digital.”

Is artificial intelligence investment widening the transatlantic productivity divide?

Core argument: U.S. corporate investment in equipment and facilities is projected to rise 40% in real terms between 2021 and end-2026, versus 12% in the euro area and near-zero growth in Germany, sharply widening the transatlantic capital-spending gap.

Corporate spending on new equipment and facilities in the US is projected to increase 40% in real terms between 2021 and the end of next year, according to forecasts from Oxford Economics. The US surge compared with a real-terms increase of just 12% in the euro area, while German business investment is expected to have all but stagnated over the same period. Europe also faces a large and growing productivity gap with the US. “The United States has recently pulled further ahead of Europe,” Bart van Ark, a professor at the University of Manchester, told policymakers at the ECB Forum in Sintra. GDP per hour worked increased $14 in the US between 2018 and 2025, compared with just $2 in Europe. “The gap is not only a digital sector story,” added van Ark, stressing that the US outperformance extended to other sectors, including wholesale and retail as well as professional services.

Takeaways by Macro Roundup® AI

  1. U.S. corporate investment in equipment and facilities is projected to rise 40% in real terms between 2021 and end-2026, versus 12% in the euro area and near-zero growth in Germany, sharply widening the transatlantic capital-spending gap.
  2. U.S. labor productivity rose $14 per hour worked between 2018 and 2025, versus $2 in Europe, with outperformance spanning wholesale, retail, and professional services—not solely the digital sector.

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Why Big Tech’s AI Spending Is $3 Trillion Higher Than It Seems

AI Summary. Nine major technology companies carry ~$3tn in off-balance-sheet AI commitments — 5x their ~$600bn in reported capital spending — obligations that are growing faster than traditional investment and triple their combined lease and debt liabilities.

Peter Rudegeair and Peter Santilli Wall Street Journal
Date Posted:
August 17, 2026
Is Database:
Database

A WSJ analysis finds 9 firms involved in the data center buildout have ~$3T in off-balance-sheet commitments largely tied to AI infrastructure. The growth in such obligations has outpaced the firms’ capex growth over the last year.

Are technology companies hiding the true cost of artificial intelligence?

Nine top tech companies had some $3 trillion of off-balance-sheet commitments mostly related to AI, according to a Wall Street Journal analysis of footnotes in their most recent securities filings. Those obligations are growing faster than traditional “capex,” which totaled about $600 billion over the past year they reported, and were about triple what the companies owe under their outstanding leases and long-term borrowings.

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  • The Market Is Asking Questions — AI infrastructure debt spreads are widening as markets question whether returns on massive, front-loaded capital spending will outpace financing costs before assets depreciate. If compute demand plateaus from efficiency gains or slow adoption, the industry faces a glut of expensive, rapidly depreciating capacity.
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AI Is Driving Up Treasury Yields: ‘It Just Touches Everything’

AI Summary. Heavy corporate bond issuance driven by AI investment has reduced demand for long-term government debt, pushing 10-year Treasury yields up ~0.3 percentage points as investors rotate into higher-yielding corporate bonds.

Davide Barbuscia, Ye Xie, and Michael MacKenzie Bloomberg
Date Posted:
August 17, 2026
Is Database:
Database

US investment-grade debt issuance is up 36% y/y to ~$1.5T. A BofA analysis argues the surge in this debt, alongside increased MBS issuance, has driven up the 10-year Treasury yield by ~.3pp this year.

Is artificial intelligence investment reshaping the government bond market?

[In 2026] investment-grade companies have sold nearly $1.5 trillion of bonds, a 36% jump from a year earlier, putting them on pace to eclipse the record from 2020, when businesses were rushing to seize on near-zero interest rates. As the slew of longer-dated bonds keeps hitting the market, some investors have sold US Treasuries. That freed up cash to buy higher-yielding debt from immensely profitable companies like Alphabet, whose recent 30-year debt was issued at a yield of nearly 6.4%, 1.15 percentage points more than comparable Treasuries. Quantifying the precise impact on interest rates is difficult and estimates vary. Bank of America economists said the AI borrowing is “potentially crowding out long-end Treasury demand” and has played a major role in the rise of bond yields. They estimated that the surge in corporate-debt sales — along with a rise in issuance of mortgage-backed securities — pushed up 10-year rates by about 0.3 percentage point this year.

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Big Tech AI Spending Spree Tops $1tn

AI Summary. Combined capital spending by Google, Amazon, Microsoft, and Meta on AI infrastructure has exceeded $1.1tn since 2023, with executives warning that continued investment will reduce the cash available to repay debt or return money to shareholders.

Ryan McMorrow, Rafe Rosner-Uddin and Hannah Murphy Financial Times
Date Posted:
July 31, 2026
Is Database:
Database

Google, Amazon, Microsoft and Meta’s combined free cash flow fell to a decadal low of ~$7B as their capex continues to rise.

Is Big Tech's trillion-dollar AI bet crowding out shareholder returns?

Combined capital spending by Google, Amazon, Microsoft and Meta from the beginning of the AI boom in 2023 to the end of June hit $1.1tn, according to earnings reports from the four companies in the past two weeks. Several top executives acknowledged to analysts that the outlay on AI would continue to sap free cash flow in coming quarters. The free cash flow metric is closely watched as a measure of the cash companies have left to service debt or return to shareholders after covering their operating costs and capital spending.

Related Articles:

  • The Summer I Turned Pretty — Capital spending booms historically peak when end-demand companies stagnate while equipment suppliers still thrive; today, semiconductor profits are rising even as the large cloud companies funding AI infrastructure see earnings and cash flow decline, raising doubt over who will sustain AI investment.
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  • The Magnificent Seven Are Riding Into the Sunset — When large technology companies issue new shares to fund capital spending, the resulting increase in equity supply puts downward pressure on stock prices, reversing the buyback-driven trend that has supported market gains for decades.
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