Tag: economy

Economics-Watching: Estimating the Effects of Monetary Policy: An Ongoing Evolution

New monetary policy tools have lengthened the interval over which policy news is transmitted and processed.

[from the Federal Reserve Bank of Kansas City, 2 October 2025]

by Karlye Dilts Stedman, Amaze Lusompa & Phillip An

Disentangling how the economy responds to a monetary policy decision from its response to macroeconomic conditions at the time of the decision is an ongoing challenge. One popular method researchers use to measure the effect of a monetary policy announcement—high-frequency identification—analyzes the reaction of fast-moving financial variables immediately following the policy announcement, using a time window long enough for markets to respond but not so long that the response is contaminated by other information.

Since high-frequency identification was introduced in the early 2000s, policymakers have introduced tools such as forward guidance and large-scale asset purchases. Karlye Dilts Stedman, Amaze Lusompa, and Phillip An examine how the evolution of monetary policy has changed high-frequency identification and assess whether additional changes might be necessary to better capture the effect of modern monetary policy surprises. Although researchers have continually updated the asset mix used in high-frequency identification over time, they have not updated the measurement window. Because the timing of monetary policy communication has changed significantly in recent years, refining the length of this measurement window may be necessary going forward.

Read the full article [archived PDF].

Economics-Watching: Tracking the Economy in Real‑Time Through Regional Business Surveys

[from the Federal Reserve Bank of New York’s The Teller Window, 23 September 2025]

by Richard Deitz and Kartik Athreya

Federal Reserve policymakers need current information about economic conditions to make well-informed monetary policy decisions. But hard data, such as GDP and the unemployment rate, is released with a significant lag, making it difficult to get a precise, real-time read on the economy, especially during times of rapid change.

To help fill the gap, the New York Fed conducts two monthly regional business surveys: the Empire State Manufacturing Survey of manufacturers in New York state and the Business Leaders Survey, which covers service sector firms in New York state, northern New Jersey, and Fairfield County, Conn. These surveys provide timely soft data, available well before hard data is released.

Hard data is based on precise quantitative measurements, such as sales figures or the specific prices firms are charging. By contrast, soft data is qualitative, focusing on trends, expectations, and sentiment around economic activity. And while hard data looks backward, soft data from the regional surveys can look forward—providing important information about expectations for the future and emerging trends.

Gathering soft data quickly can be impactful—for example, the Empire State Manufacturing and Business Leaders surveys signaled a sharp downturn in economic activity in early March 2020 [archived PDF], providing a warning weeks before official statistics captured the full extent of the COVID pandemic’s economic impact.  

How the Surveys Work

The New York Fed launched the Empire State Manufacturing Survey in 2001. It was modeled after the Philadelphia Fed’s Business Outlook Survey, a long-running manufacturing survey that has historically been watched by financial markets and policymakers as an early signal about national manufacturing conditions. The Business Leaders Survey was launched later in 2004 and was among the first regional business surveys to target the service sector.

The surveys are sent to over 300 business executives and managers at firms across industries during the first week of every month. While about two-thirds of participating firms have 100 or fewer employees, some have hundreds or thousands of workers.

Leaders at the firms fill out a short questionnaire asking if business activity has increased, decreased, or stayed the same compared to the prior month. The surveys ask about indicators such as prices–yielding insights into inflationary pressures–as well as employment, orders, and capital spending. Respondents answer questions about how they expect these indicators to change over the next six months, offering a forward-looking perspective on the economy’s trajectory.

From the responses, New York Fed researchers construct diffusion indexes by calculating the difference between the percentage of firms reporting increased activity and those reporting decreased activity. Positive values indicate that more firms say activity increased than decreased, suggesting activity expanded over the month. Higher positive values indicate stronger growth, while lower negative values indicate stronger declines.

The surveys include local businesses, like restaurants and car dealerships, as well as firms with national and global reach, such as software manufacturers and shipping enterprises. As a result, the economic indicators derived from the surveys are often early predictors of national economic patterns, frequently aligning with hard data released later.

Getting Answers on Current Issues

The surveys regularly ask supplemental questions about current economic issues to get real-time answers. Over the last few years, the surveys have asked about firms’ experience with tariffs, inflation expectations, if the use of AI is leading to a reduction in employment, how often employees work from home [archived PDF], and whether supply availability was affecting their businesses.

Going Beyond the Indicators

In addition to providing data to track economic conditions, the regional surveys also provide a channel to hear directly from local business leaders. Every month, survey respondents are asked for their comments, offering the opportunity for businesses to share their thoughts, concerns, and experiences with the New York Fed. This helps researchers and policymakers understand how businesses are being affected by economic conditions.

The surveys act as one of the bridges between the New York Fed and the business community, ensuring the voices of regional businesses are considered in economic assessments and policy discussions as well as enhancing the ability of policymakers to make informed decisions to respond effectively to economic challenges.

Executives, owners, or managers of businesses in New York, northern New Jersey, or Fairfield County, Conn., interested in participating in the New York Fed’s monthly business surveys can find more information here. The next survey results will be released on Oct. 15 and 16.

Newspapers and the “Manufacture of Consent”

When we think about newspapers, various associations come to mind. Examples include Jeff Bezos purchasing The Washington Post or William Randolph Hearst inspiring Citizen Kane. Newspapers have, to some extent, devolved into a vehicle for propaganda, as described in Walter Lippmann’s Public Opinion.

Lippmann is famously quoted for advocating the “manufacture of consent.”

Max Weber describes the economic function of newspapers:

The newspaper as an institution came into the service of commerce at an astonishingly late date.

The newspaper, as an institution, is not a product of capitalism. It brought together in the first place political news and then mainly all sorts of curiosities from the world at large. The advertisement, however, made its way into the newspaper very late. It was never entirely absent but originally it related to family announcements, while the advertisement as a notice by the merchant, directed toward finding a market, first becomes an established phenomenon at the end of the 18th century—in the journal which for a century was the first in the world, the “Times.” Official price bulletins did not become general until the 19th century; originally all the exchanges were closed clubs, as they have remained in America virtually down to the present. Hence in the 18th century, business depended on the organized exchange of letters. Rational trading between regions was impossible without secure transmission of letters. This was accomplished partly by the merchant guilds and in part by butchers, wheelwrights, etc. The final stage in the rationalization of transmission of letters was brought about by the post, which collected letters and in connection therewith made tariff agreements with commercial houses. In Germany, the family of Thurn and Taxis, who held the postal concession, made notable advances in the rationalization of communication by letter. Yet the volume of correspondence is in the beginning surprisingly small. In 1633, a million letters were posted in all England while today a place of 4,000 population will equal the number.

Max Weber, General Economic History, Collier Books, 1966 (Third Printing), page 220.

Herbert Hunt provides a useful overview of the newspaper as a political tool in his introduction to Honoré de Balzac’s Lost Illusions (French: Illusions perdues).

The first half of the nineteenth century witnessed the rapid rise to power of the periodical press. Journalism had been active — though dangerous to those engaged in it — during the Revolutionary period. Napoleon had kept the press under his thumb, as Giroudeau points out on page 235. The ‘freedom’ of the press was one of the most controversial issues both under the Restoration and the July Monarchy. Under Louis XVIII and Charles X the struggle between those who, like the Liberals and Bonapartists, wanted to keep the Revolutionary principles and gains intact, and the Conservatives of various hues, especially the ‘Ultras’, who wanted to put the political clock back, was an affair of major importance; likewise, under Louis-Philippe, the conflict between the spirit of stagnation and the parties in favour of ‘movement’. Balzac’s contention is that the majority of journalists under these three monarchs, instead of recognizing that they were called to a serious, even sacred mission, turned the Press into an instrument for self-advancement, prostituted principles to intrigue and used journalism merely as a means of acquiring money, position and power. He is reluctant to admit that there were great, responsible press organs, like Le Journal des Débats, Le Conservateur, Le Constitutionnel and, from 1824, Le Globe, which stood firm on principle; he is above all aware of the vogue which the petits journaux enjoyed after the fall of Napoleon, and of the role they played as political privateers.

The petits journaux were so-called because they were produced in smaller format than the important dailies or weeklies, which were more or less grave, staid and ponderous. They proliferated in Paris once the fall of the Empire had given a relative, though still precarious liberty to the Press — precarious because it was constantly threatened by the increasingly reactionary governments of the time. The politicians of the Right found it difficult to keep the newspapers under control even by such means as stamp-duty, caution-money, fines, suspensions and suppressions, the object of these being mainly to put obstacles in the way of would-be founders of hostile periodicals. The ‘little papers’, short-lived as they often proved to be, were much given to journalistic sharp-shooting. They preferred satire, personal attack, sarcasm and scandal-mongering to serious argument or the affirmation of ideals. They were mostly Opposition journals and were a constant thorn in the flesh of the Government. Balzac’s aim was to expose their addiction to ‘graft’, intrigue, blackmail and the misuse of the feuilleton, namely the bottom portion of the first page or other pages generally reserved for critical articles and frequently devoted to the malicious task of slashing literary reputations. Andoche Finot — the prototype of such later newspaper magnates as Émile de Girardin and Armand Dutacq, pioneers in 1836 in the founding of cheap dailies which relied on advertisement and serialized novels as a chief source of income — acquires a large share in a big daily and hands on to the equally unprincipled Lousteau the editorship of the ‘little paper’ he already owns. Balzac probably had Le Figaro chiefly in mind, a periodical which was constantly going bankrupt or being suppressed but kept popping up again under different editors. Hector Merlin’s royalist Drapeau Blanc, edited by Martainville, really existed, having been founded in 1819; so did Le Réveil. Other examples of ‘little papers’ before 1830 were Le Nain Jaume (Bonapartist), Le Diable Boiteux and Le Corsaire (both Liberal), Le Voleur, La Mode, La Silhouette, and, under Louis-Philippe, not only the phoenix-like Figaro, but also La Caricature, Le Charivari (ancestor of our English Punch), and once more Le Corsaire: a few among many. Louis-Philippe and his Cabinets were easy prey for these stinging gad-flies whose unremitting satire and innuendo remind one of the present-day Canard Enchaîné.

It is an amusing thought that, in the late twenties and early thirties, Balzac had himself been a contributor to these disreputable rags and sometimes had a hand in the running of them; for instance he had helped Philipon to found La Caricature. Throughout his career he contributed many novels in serial form to the more important newspapers, notably those founded by Girardin and Dutacq — La Presse and Le Siècle. But by the time he was writing A Great Man in Embryo he had left the petits journaux far behind him. He himself tried his luck as a newspaper-proprietor and editor: he bought La Chronique de Paris in 1836 and founded La Revue Parisienne in 1840. Both of these ventures failed. We can well imagine therefore what a large amount of bile was accumulating inside him. On the whole, reviews of his works appearing in periodicals had been hostile if not harsh. He suffered much from the disparagement of editors and critics such as Sainte-Beuve and Jules Janin respectively. He was always quarrelling with Émile de Girardin. And so he took his revenge. He had already made a preliminary attack on the periodical press in The Skin. And he followed up his attack of 1839 with his Monograph of the Paris Press (1842).

Honoré de Balzac, Lost Illusions, translated and introduced by Herbert Hunt, Penguin Books, 1971, pages xiv-xvi.

Balzac’s novel is very concerned with all aspects of journalism. For example, chapter 17 is titled “How a news-sheet is edited” and chapter 18 is a symposium on newspapers. Chapter 18 quotes a German guest who states, “I thank god there are no newspapers in my country.” (page 312). Another participant states, “In corporate crimes no one is implicated.” “A newspaper can behave in the most atrocious manner and no one on the staff considers that his own hands are soiled.” (page 314).

‘The influence and power of newspapers are only just dawning,’ said Finot. ‘Journalism is in its infancy; it will grow up. In ten years from now, everything will be subject to publicity. Thought will enlighten the world…’

Honoré de Balzac, Lost Illusions, Penguin Books, 1971, page 313.

‘Newspapers are an evil,’ said Claude Vignon. ‘An evil which could be utilized, but the Government wants to fight it. There’ll be a conflict. Who will go under? That’s the question.’

Honoré de Balzac, Lost Illusions, Penguin Books, 1971, page 313.

We should heed Vignon’s warning. Nazi Germany’s three main newspapers confirm this danger.

Economics-Watching: SF FedViews: September 4, 2025

[from the Federal Reserve Bank of San Francisco]

Andrew Foerster, senior research advisor at the Federal Reserve Bank of San Francisco, shared views on the current economy and the outlook from the Economic Research Department as of September 4, 2025.

While economic activity in the United States has remained resilient, recent data show some softening in the labor market. Swings in net exports affected GDP in the first half of 2025, with imports surging in the first quarter followed by imports declining in the second quarter. Inflation remains above the Fed’s 2% goal, and a near-term rise from tariffs appears likely. Job gains in recent months have slowed. Downward revisions for recent job growth estimates have been large, but the magnitudes of these revisions are not out of line with historical values. Job growth estimates remain reliable despite data collection challenges. With the balance of risks surrounding the Fed’s dual mandate now shifting, market participants are projecting an easing of monetary policy in coming months.

Read the full article [archived PDF].

Price Revolutions and Their Historical Impact

In 1996, leading economic historian, David Hackett Fischer, published The Great Wave: Price Revolutions and the Rhythm of History. If you ponder the subtitle, you may grasp the work’s ambition.

Nobel Prize-winning economist Paul Krugman has been arguing with Fischer for many years that, in making the transition from business to historical cycles, Fischer’s position is problematic.

There are, of course, detailed histories of prices, such as Thomas Tooke’s A History of Prices and of the State of the Circulation during the Years 1793–1856 (6 volumes, 1838–1857).

In the first four volumes he treats (a) of the prices of corn, and the circumstances affecting prices; (b) the prices of produce other than corn; and (c) the state of the circulation. The two final volumes, written with William Newmarch, deal with railways, free trade, banking in Europe and the effects of new discoveries of gold.

Wikipedia (links added)

Tooke-type price histories are one thing, but what about Fischer’s price revolutions? Max Weber (who predates Fischer by almost a century) seems to endorse this concept. In Weber’s General Economic History (German: Wirtschaftsgeschichte), he writes:

The great price revolution of the 16th and 17th centuries provided a powerful lever for the specifically capitalistic tendencies of seeking profit through cheapening production and lowering the price. This revolution is rightly ascribed to the continuous inflow of precious metals, in consequence of the great overseas discoveries. It lasted from the thirties of the 16th century down to the time of the Thirty Years’ War, but affected different branches of economic life in quite different ways. In the case of agricultural products an almost universal rise in price set in, making it possible for them to go over to production for the market. It was quite otherwise with the course of prices for industrial products. By and large these remained stable or rose in price relatively little, thus really falling, in comparison with the agricultural products. This relative decline was made possible only through a shift in technology and economics, and exerted a pressure in the direction of increasing profit by repeated cheapening of production. Thus the development did not follow the order that capitalism set in first and the decline in prices followed, but the reverse; first the prices fell relatively and then came capitalism.

Max Weber, General Economic History, Collier Books (3rd printing), 1966, pages 230-231.

Notice the last sentence above, Weber explicitly describes price revolutions exactly as Fischer argues.

In the history books we read, the emphasis is always on colorful personalities, inventions and other more theatrical events. This obviously omits the idea of phenomena like price revolutions. We cannot explain history merely by these personalities; we need to zoom out and view the larger picture.

World-Watching: USDA GAIN Reports from 19 August 2025

[from the United States Department of Agriculture, Foreign Agricultural Service: Global Agricultural Information Network (GAIN)]

Australia: Stone Fruit Annual

Stone fruit production in Australia is forecast to decline in marketing year (MY) 2025/26, primarily due to the Bureau of Meteorology’s (BOM) projection of a wetter-than-average spring. If realized, these conditions are expected to negatively affect both yields and fruit quality. Cherry production is forecast to fall by ten percent, while peach and nectarine production is expected to drop by seven percent. Growing conditions to date have been favorable, with excellent winter chill hours supporting strong bud burst and production potential. However, the anticipated shift to wet spring weather is likely to undermine these early-season advantages. As a result, cherry exports are forecast to decrease by nine percent and peach and nectarine exports by seven percent. Imports, though starting from a low base, are projected to rise modestly in MY 2025/26.

Read the full article [archived PDF]

Chile: Stone Fruit Annual

Post projects exports of Chilean cherries to grow significantly in the coming years, driven by strong international demand, particularly from China. Post estimates cherry production in marketing year (MY) 2024/25 to reach 730,000 metric tons (MT), a 6.7 increase over MY 2024/25. Chilean cherry exports will increase by 7.2 percent reaching 670,000 MT. In MY 2024/25, Post estimates nectarine and peach production to total 205,000 MT, a 3.4 percent increase over MY 2024/25. Peach and nectarine exports will increase by 3.4 percent totaling 146,000 metric tons. This growth reflects the continued expansion of nectarine planting, which offsets the decline in fresh peach area planted.

Read the full article [archived PDF]

China: Call for Domestic Comments on 30 National Food Safety Standards

On August 1, 2025, the Chinese government announced a public comment period for 30 national food safety standards, open until September 26, 2025, via the national standards management system. The standards have not yet been notified to the WTO. This report includes an unofficial translation of the announcement and the list of standards, and stakeholders are advised to review the regulations for potential market or regulatory impacts.

Read the full article [archived PDF]

China: New CCP Regulation Expands Anti-Corruption and Frugality Measures

On May 18, 2025, the Chinese Communist Party and State Council issued a revised regulation on “Strict Economy and Opposing Waste by Party and Government Organs.” The regulation bans drinking alcohol at public receptions and events and discourages other forms of consumption that could be seen as extravagant. The FAS China offices are monitoring the potential impact on high-value U.S. agricultural products.

Read the full article [archived PDF]

China: Revised National Food Safety Standard for Paddy Rice Notified

On July 25, 2025, China notified a National Food Safety Standard for Paddy Rice to the WTO under G/TBT/N/CHN/2091. This national food safety standard includes mandatory requirements for quality, testing, inspection, packaging, and labeling of domestic and imported commercial paddy rice. This report provides an unofficial translation of the notified standard. Comments may be submitted to the China’s TBT National Notification and Enquiry Center at tbt@customs.gov.cn until August 24, 2025.

Read the full article [archived PDF]

Guatemala: Retail Foods Annual

Guatemala boasts a young population with a median age of 26 years and a growing middle class, driving increased demand for modern retail formats. However, traditional markets and informal retail remain prevalent across the country. In 2024, the United States exported $1.9 billion in agricultural and related products to Guatemala, with $886 million attributed to consumer-oriented goods. Key export categories included red meats, poultry, dairy products, fresh fruits, and processed vegetables.

Read the full article [archived PDF]

India: Cotton and Products Update

FAS Mumbai estimates MY 2025/26 India cotton production at 24.5 million 480-lb bales from 11.2 million hectares, down two percent from the previous estimate as farmers shift to higher-return crops like paddy, pulses, and cereals; kharif sowing decreased 2.4 percent from last year (as of August 1). An eight percent increase in the minimum support price (MSP) for medium- and long-staple cotton, effective October 1, is pushing fiber prices higher, encouraging mills to increase imports. Mill consumption is forecast at 25.7 million 480-lb bales, supported by steady yarn and apparel demand in key export markets and a potential export surge following ratification of the U.K.-India Comprehensive Economic and Trade Agreement (CETA).

Read the full article [archived PDF]

Japan: Stone Fruit Annual

Japan’s fresh cherry production for the 2025/26 marketing year (MY) is projected to be 12,500 tons. This forecast is a result of production losses caused by high temperatures during the pollination period in the country’s largest cherry-producing region. While this represents an 8.7 percent increase compared to the previous year’s historically poor harvest, it is expected to be a low yield year with a 25 percent decrease from the average production year. Due to the poor domestic production, demand for U.S. cherries is expected to remain strong for the 2025/26 MY, continuing the trend from the previous year. For peach production in Japan, the absolute number of fruits is anticipated to be equivalent to the previous year; however, the total production volume by weight is forecasted to decrease by approximately 10 percent because of high temperatures and low rainfall during the critical fruit growing period.

Read the full article [archived PDF]

Nicaragua: Nicaragua Peanut Report Annual

Nicaragua’s peanut farmers are expected to reduce harvested areas by at least five percent in marketing year (MY) 2025/26 in anticipation of lower prices due to increased Brazilian peanut production. FAS Managua expects farmers to be more rigorous in selecting production areas based on historical yields in MY 2025/26, excluding marginal lands with less fertile soil. Even with fluctuating market prices and adjustments to planted areas, Nicaragua is expected to remain a stable peanut producer in the region, with exports of shelled peanuts exceeding 70,000 metric tons annually.

Read the full article [archived PDF]

For more information, or for an archive of all FAS GAIN reports, please visit gain.fas.usda.gov.

The Interconnectedness of Everything and How It Should Influence Our Thinking

Max Weber, considered to be the father of modern sociology alongside Émile Durkheim, wrote a classic of economic history, General Economic History (German: Wirtschaftsgeschichte).

Weber concludes chapter 25 (“Free Wholesale Trade”) with:

The railway is the most revolutionary instrumentality known to history, for economic life in general and not merely for commerce, but the railway was dependent on the age of iron; and it also like so many other things, was the plaything of princely and courtier interests.

Max Weber, General Economic History, Collier Books, Third Printing, 1966, page 221.

Zooming out you may intuit that these narrow gauge explanations are inadequate but much better than nothing. We are faced with the problem of connecting railroads and the Iron Age to larger transformations from which these railroads were born.

Your high school history book might mention Abraham Darby III; to quote Wikipedia:

He built the largest cast iron structure of his era: the first cast-iron bridge ever built, as a crossing over the Severn near Coalbrookdale. The bridge made it possible for the village of Ironbridge to grow up around it, with the area being subsequently named Ironbridge Gorge.

He was the third of four men of the same name, all English ironmasters, from several generations of a Quaker family that played a pivotal role in the Industrial Revolution. Without James Watt, there would be no steam engine; without which, there would be no railroad. Watt in turn improved upon the Newcomen atmospheric engine, while consulting other scientists.

Despite the brilliance of Watt’s engine, however, without the financial backing of Matthew Boulton, it might have been a failure.

If you read Watt and Boulton’s correspondence, Watt is always thinking locally, whereas Boulton is already talking about selling the invention globally. This is the ecosystem in which Weber’s economic observations reside.

Weber leads up to the point of the importance of railroads by discussing the evolution of land transport.

Land transport also remained as before. The post produced no change; it merely forwarded letters and small packages, but did not concern itself with large scale production, which was decisive for economic life.

Only the roads underwent an extraordinary improvement, through the construction of turnpikes. In this the French government under Sully took the lead, while England leased the roads to private enterprisers who collected tolls for their use. The building of the turnpikes wrought a revolution in commercial life comparable to no other before the appearance of the railways. There is no comparison between the present density of road traffic and that of this period. In 1793, 70,000 horses went through the little town of Lüneburg while as late as 1846 only 40,000 were used in freight transport in all Germany. The costs of land carriage amounted to ten or twenty times the freight on the railways at a later time, and were three to four times as high as the charges for inland shipping at the same period. A half billion ton-kilometers was the highest figure for transportation for the movement on land in Germany, while in 1913, 67 billions were carried on the railroads.

Max Weber, General Economic History, Collier Books, Third Printing, 1966, page 221.

Weber also connects railroads with the atmosphere of speculation:

Such speculation underwent an enormous expansion with the building of railroads; these provided the paper which first unchained the speculative urge. Under the head of goods, grains, and a few colonial products available in large volume, and then other goods, were drawn into the circle of exchange speculation during the 19th century.

Max Weber, General Economic History, Collier Books, Third Printing, 1966, page 219-220.

Everything is connected to everything else, and without realizing this truth and sensing the underlying transformations, you cannot get a clear signal from history.

Economics-Watching: BIS Alerts for 18 August 2025

[from the Bank for International Settlements]

An Approach to Anti-Money Laundering Compliance for Cryptoassets

BIS Bulletin № 111 (13 August 2025)

by Iñaki Aldasoro, Jon Frost, Sang Hyuk Lim, Fernando Perez-Cruz & Hyun Song Shin

Key takeaways
  • Existing anti-money laundering (AML) approaches relying on trusted intermediaries have limited effectiveness with decentralized record-keeping in permissionless public blockchains.
  • The public transaction history on blockchains can enable AML and other compliance efforts, such as FX regulations, by leveraging the provenance and history of any particular unit or balance of a cryptoasset, including stablecoins.
  • An AML compliance score based on the likelihood that a particular cryptoasset unit or balance is linked with illicit activity may be referenced at points of contact with the banking system (“off-ramps”), preventing inflows of the proceeds of illicit activity and supporting a culture of “duty of care” among crypto market participants.

Read the full article [archived PDF]

Macroeconomic Impact of Tariffs and Policy Uncertainty

BIS Bulletin № 110 (12 August 2025)

by Emanuel Kohlscheen, Phurichai Rungcharoenkitkul, Dora Xia & Fabrizio Zampolli

Key takeaways
  • Tariffs affect economies most directly through trade volume and prices. Tariffs lower output growth everywhere, though the magnitude varies by country and scenario. They also tend to raise inflation, most notably in the imposing countries.
  • Tariffs have indirect effects, including exchange rate shifts, supply chain disruptions, trade diversion and heightened uncertainty. These could worsen growth and inflation effects as well as the policy trade-offs central banks face.
  • If it proves persistent, trade policy uncertainty could depress domestic demand and put global growth at risk.

Read the full article [archived PDF]

Economics-Watching: Tracking Business Sentiment in the Western United States

[from the Federal Reserve Bank of San Francisco, Economic Letters, 11 August, 2025]

by Hamza Abdelrahman, Luiz Edgard Oliveira and Aditi Poduri

Information the San Francisco Fed collects from businesses and community sources for the Beige Book provides timely insights into economic activity at both the national and regional levels. Two new indexes based on Beige Book questionnaire responses track business sentiment across the western United States. The indexes track data on economic activity and inflation, serving as early indicators of official data releases and helping improve near-term forecasting accuracy. The latest index readings suggest weakening economic growth and intensifying inflationary pressures over the coming months.

The San Francisco Fed serves the 12th District—the largest in the Federal Reserve System, representing nine western states, two territories, and a commonwealth. To better understand and analyze the regional economy, we collect information from a variety of business and community sources to create the San Francisco Fed’s report for the Beige Book. This is compiled with reports from other Districts and published by the Federal Reserve Board of Governors eight times a year. 

Views about the economy from businesses and communities play an important role in shaping economic outcomes. For example, expectations for future inflation can help spur or slow current consumer spending and business investment. Furthermore, economic forecasters rely on models that incorporate both more traditional “hard” quantitative data and “soft” qualitative information on sentiment. Adding these soft measures has been shown to improve the accuracy of economic forecasts (see Shapiro, Moritz, and Wilson 2022 and their cited literature). Among the many sentiment measures available, two popular approaches rely on survey data, as in the University of Michigan’s Surveys of Consumers, or on textual analysis, as in the SF Fed’s Daily News Sentiment Index.

This Economic Letter examines the economic information collected through the SF Fed’s Beige Book questionnaire over the past 10-plus years. We analyze this information by constructing sentiment indexes from the qualitative data and comparing them with quantitative measures of national and regional economic activity and inflation. We introduce two indexes—the SF Fed Business Sentiment Index and the SF Fed Inflation Gauge Index—which track our contacts’ views and expectations for economic growth and inflation, respectively. We find that these new indexes serve as reliable early indicators of official data releases and help improve near-term forecast accuracy. The SF Fed Business Sentiment Index has generally exhibited patterns similar to other recent business and household sentiment indexes, and the SF Fed Inflation Gauge Index has shown a strong uptick in expected inflation. To regularly monitor changes in these two indexes, the San Francisco Fed has launched a new Twelfth District Business Sentiment data page.

Constructing regional sentiment indexes

The San Francisco Fed sends out a Beige Book questionnaire to business and community contacts across the District eight times a year to gather regional information. In addition to answering questions regarding their organizations, respondents share their views on regional and national topics, including economic activity and inflationary pressures.

In two questions, respondents indicate whether they see national output growth and inflation rates increasing, decreasing, or staying stable over the coming year using a standard five-tiered scale. We use these responses since 2014 to formulate two business sentiment indexes, one on economic activity and another on inflation. We assign standard weights to the five-tiered qualitative scale that are symmetrical around zero. For example, we ask if activity is expected to “decrease significantly” = –2, “decrease” = –1, “remain unchanged” = 0, “increase” = 1, or “increase significantly” = 2. We add up the weighted shares of responses for each tier within each index. We then normalize each resulting series by its own average and standard deviation for ease of comparison with traditional economic indicators.

Tracking business sentiment

Figure 1 shows how the SF Fed Business Sentiment Index (blue line), compiled from responses to the question on national economic activity, compares with data on changes in national GDP (green line). We measure national output as the four-quarter change in inflation-adjusted, or real, GDP, normalized by its average and standard deviation so that it is centered around zero and, hence, more directly comparable to the SF Fed Business Sentiment Index. The vertical axis shows how many standard deviations away each observation is from its respective measure’s average from 2014 to mid-2025.

Figure 1
Economic growth versus business sentiment

Notes: Indicators normalized by their respective averages and standard deviations based on data from 2014 to present. Gray bar indicates NBER recession dates. Correlation coefficient is calculated between quarterly versions of both indicators.
Source: Bureau of Economic Analysis, FRBSF Beige Book questionnaire responses, and authors’ calculations.

The SF Fed Business Sentiment Index generally tracks the movements in national GDP over the past decade; a correlation coefficient of +0.63 on a scale of –1 to 1 indicates a moderately strong positive relationship between the two measures. A relatively recent exception started in 2022, when our index began showing a considerable decline relative to the national GDP measure. Respondents across the District were downbeat about economic growth and reported expectations of a sharp decline in consumer spending and overall household financial health following the depletion of pandemic-era savings (Abdelrahman and Oliveira 2023). A similar decline appeared in other measures of business and household sentiment. Nevertheless, overall economic growth continued at a solid pace. This decoupling between sentiment and hard data that began in 2022 was dubbed a “vibecession” (Daly 2024, Scanlon 2022).

Another possible reason for the divergence between national real GDP and our Business Sentiment Index is the influence of the regional economy. Although respondents are asked about their views of national GDP, their responses may be affected by regional outcomes. Thus, our index may also reflect a regional perspective from our business and community contacts.

Figure 2 supports this rationale, showing the SF Fed Business Sentiment Index alongside a measure of regional output growth (gold line). We find that the measures closely track one another, including for 2022 and 2023, with a correlation coefficient of +0.74. We define District real GDP growth as the year-over-year percent change in the total output of the District’s nine states as reported by the Bureau of Economic Analysis (BEA). We normalize the series as described before.

Figure 2
Regional economic growth and business sentiment

Notes: Indicators normalized by their respective averages and standard deviations based on data from 2014 to present. Gray bar indicates NBER recession dates. Correlation coefficient is calculated between quarterly versions of both indicators.
Source: Bureau of Economic Analysis, FRBSF Beige Book questionnaire responses, and authors’ calculations.

Our findings indicate that the SF Fed Business Sentiment Index can serve as an accurate early indicator for national and regional output growth. Since the regional Beige Book questionnaire is collected twice each quarter, it provides particularly timely insights into economic activity during the current quarter. By contrast, the first GDP data release for any given quarter usually arrives a full month after that quarter has ended, and initial data releases for state-level output growth arrive with even more delay.

Over the first half of this year, the SF Fed Business Sentiment Index turned negative, with contacts citing elevated uncertainty about trade policy and downbeat expectations for the labor market. This notable decline is also seen in other measures of household and business sentiment, including national measures, such as the University of Michigan’s Surveys of Consumers, and regional measures, such as the Cleveland Fed’s Survey of Regional Conditions and Expectations and the Dallas Fed’s Texas Business Outlook Surveys.

Gauging business views on inflationary pressures

Our Beige Book questionnaire responses also provide insights into how business and community contacts in the District see national inflation evolving. Figure 3 compares the SF Fed Inflation Gauge Index (blue line) with monthly changes in the year-over-year headline personal consumption expenditures (PCE) inflation rate published by the BEA (green line). We normalize the inflation series and index as discussed earlier.

Figure 3
SF Fed Inflation Gauge Index versus realized inflation

Notes: Green line is the percentage point change in year-over-year headline PCE inflation shown as a 6-month moving average. Indicators normalized by their respective averages and standard deviations based on data from 2014 to present. Gray bar indicates NBER recession dates. Correlation coefficient is calculated between quarterly versions of both indicators.
Source: Bureau of Economic Analysis, FRBSF Beige Book questionnaire responses, and authors’ calculations.

Similar to our business sentiment index, the inflation gauge index is an early indicator for official inflation data releases. The index generally tracks changes in headline PCE inflation over the past decade, with a correlation coefficient of +0.65.

The most recent index results suggest a strong uptick in expected inflation among SF Fed business contacts, with several responses citing trade policy adjustments and inflation being persistently above the Federal Reserve’s 2% target. The recent peak resembles the one in 2018, which followed heightened trade tensions with China. The surge tracks other business and household-based measures of short-term inflation expectations, such as the Atlanta Fed’s Business Inflation Expectations and the New York Fed’s Survey of Consumer Expectations.

Making better projections

Beyond tracking data on national and regional economic conditions, we consider whether our two indexes can help improve one-year-ahead projections of output growth and overall inflation. We run linear regressions on a 2014–2022 data sample and estimate out-of-sample projections for the period starting in the first quarter of 2023. We run this analysis for the three economic measures—national GDP, regional GDP, and inflation—once with our index included on the right-hand side of the regression equation and once without the index. For this analysis, we use versions of the SF Fed Business Sentiment Index and the SF Fed Inflation Gauge Index that have been aggregated quarterly.

Figure 4 compares the out-of-sample projection accuracy of the two iterations. Across all economic measures, incorporating the SF Fed Business Sentiment Index or the SF Fed Inflation Gauge Index in the regression noticeably reduced the forecast errors for the out-of-sample period. This general result appears to hold when we project output growth and inflation one quarter ahead, in line with other studies that incorporate soft data from the Beige Book in short-term projections (Balke and Petersen 2002). The results are also consistent when using a local projections method from Jordà (2005) for one-year-ahead projections of output growth and shorter-term projections of inflation. This further supports the usefulness of our qualitative measures as early indicators of the future economic landscape over the short term.

Figure 4
Forecast errors with and without SF Fed sentiment indexes

Notes: Root mean-squared errors of out-of-sample projections from 2023:Q1 to 2025:Q2 including and excluding the SF Fed Business Sentiment Index (for GDP) and SF Fed Inflation Gauge Index (for inflation).
Source: Bureau of Economic Analysis, FRBSF Beige Book questionnaire responses, and authors’ calculations.

Conclusion

Information collected from businesses and communities through the San Francisco Fed’s regional Beige Book questionnaire can provide valuable insights into the national and regional economies. Sentiment indexes described in this Letter use responses from Twelfth District Beige Book contacts to generally track economic activity and inflation. Our two indexes serve as reliable early indicators of official data, which could help improve near-term forecast accuracy. The SF Fed Business Sentiment Index remained negative for much of 2022 and 2023, possibly reflecting more subdued growth within the District relative to the United States. Meanwhile, the SF Fed Inflation Gauge Index spiked in recent months following adjustments to trade policy.

References

Abdelrahman, Hamza, and Luiz E. Oliveira. 2023. “The Rise and Fall of Pandemic Excess Savings.” FRBSF Economic Letter 2023-11 (May 8).

Balke, Nathan S., and D’Ann Petersen. 2002. “How Well Does the Beige Book Reflect Economic Activity? Evaluating Qualitative Information Quantitatively.” Journal of Money, Credit and Banking 34 (1), pp. 114–136.

Daly, Mary C. 2024. “Fireside Chat with Mary C. Daly at the San Diego County Economic Roundtable.” January 19.

Jordà, Òscar. 2005. “Estimation and Inference of Impulse Responses by Local Projections.” American Economic Review 95(1), pp. 161–182.

Scanlon, Kyla. 2022. “The Vibecession: The Self-Fulfilling Prophecy.” Kyla Substack (June 30).

Shapiro, Adam Hale, Moritz Sudhof, and Daniel Wilson. 2022. “Measuring News Sentiment.” Journal of Econometrics 228(2), pp. 221–243.

China to Sustain Top-Down, Debt-Fueled Investment in Major Projects and Security Capacities, Ex-Official Says

Dong Yu, now at Tsinghua, says via state media that Beijing-decreed, central govt bond-backed construction will continue into the next five years.

[from the Center for China & Globalization’s Pekingology]

by Zichen Wang, 10 August, 2025

The key concept in today’s newsletter is 国家重大战略实施和重点领域安全能力建设, in abbreviation in Chinese as 两重 liǎng zhòng.

In English, it is translated officially as the implementation of major national strategies and building up security capacity in key areas, hereinafter referred to as “Two Major Undertakings.”

The concept first appeared in official policy documents in the Chinese Premier’s Report on the Work of the Government [archived PDF] in March 2024.

To systematically address funding shortages facing some major projects for building a great country and advancing national rejuvenation, it is proposed that, starting this year and over each of the next several years, ultra-long special treasury bonds be issued. These bonds will be used to implement major national strategies and build up security capacity in key areas. One trillion yuan of such bonds will be issued in 2024.

By the end of the year, the yuan tag, despite being approved by the national legislature, had changed by 300 billion. The People’s Daily newspaper reported in December 2024.

As of now, the 700 billion yuan in ultra-long-term special treasury bonds allocated for the “two major undertakings” has been distributed in three batches to specific projects.

In 2025, the following year, the Report on the Work of the Government [archived PDF] says,

A total of 1.3 trillion yuan of ultra-long special treasury bonds will be issued, 300 billion yuan more than last year.

735 billion yuan will be earmarked in the central government budget for investment. We will put ultra-long special treasury bonds to good use, increase ultra-long-term loans and other types of financing support, and strengthen top-down organization and coordination to ensure greater support for the implementation of major national strategies and security capacity building in key areas.

A simultaneous Finance Ministry budget plan [archived PDF] rounds up the overall central government spending for the Two Major Undertakings to 800 billion yuan in 2025.

In yuan terms, the much-touted new government subsidies to households pale in comparison with the two major undertakings.

Also from the 2025 Report on the Work of the Government [archived PDF]:

Ultra-long special treasury bonds totaling 300 billion yuan will be issued to support consumer goods trade-in programs. This represents an increase of 150 billion yuan over the previous year.

This week, China announced this week that the phased free preschool education policy will cover all children in their final year of kindergartens, saving families 20 billion yuan. Childcare subsidies unveiled in July amount to 90 billion yuan. 

As Joe Biden repeated over the years,

Don’t tell me what you value. Show me your budget, and I’ll tell you what you value.

The National Development and Reform Commission said last month:

In 2025, a total of 800 billion yuan has been allocated for the “two major undertakings,” supporting 1,459 projects in key areas such as ecological restoration in the Yangtze River Basin, major transportation infrastructure along the Yangtze River, the New Western Land–Sea Corridor, high-standard farmland, major water conservancy projects, urban underground pipeline networks, the “Three-North” shelterbelt program, and the renovation of hospital wards.

Now that the 2025 money has been spent by July and China is drawing up its next Five-Year Plan for 2026-2030, will there be more such projects in the future?

In a column for the state-run China News Service this week, Dong Yu, previously Deputy Director-General of the Second Economic Bureau of the Office of the Central Financial and Economic Affairs Commission and, before that, an official at China’s National Development and Reform Commission (NDRC), pointedly said,

In the next step, during the formulation and implementation of the 15th Five-Year Plan, the “two major undertakings” will continue to occupy an important place, be organically incorporated into the new five-year plan, and form close alignment and sustained momentum with major national strategies, major plans, major projects, and key initiatives…

…Such a major strategy will be pursued with persistence—it will not remain rhetorical, nor will it be reversed abruptly.

He did not cite a source of information in his article.

Continuing with his lecturing style, Dong, now Executive Vice Director of China Institute for Development Planning, Tsinghua University, rebuked some unspecified market analysis that had observed the investments just were a one-time boost shot.

Some market institutions once analyzed that when China’s economy was facing short-term difficulties and challenges, the launch of the “two major undertakings” was mainly aimed at expanding investment in the short term to stabilize growth. Such a view clearly lacks a professional understanding of the decision-making intentions and logic, fails to properly grasp the relationship between the short term and the medium-to-long term, as well as between objectives and means, and inverts the proper order of priorities—a misconception that needs to be pointed out and corrected.

Dong also highlighted what he said was the unusual nature of the “strategic move,” including that central government debts fueled the investments, and they were selected “top-down,” rather than primarily relying on local government proposal or input.

The two undertakings were formally submitted for deliberation at the 2024 National People’s Congress after the central leadership made its decision and arrangements…

The central authorities have shown firm determination in this work, adopting the ultra-long-term special treasury bond—a macro policy tool that has rarely been used. Compared with several past issuances of special treasury bonds, the funding arrangement for the “two major undertakings” spans a longer cycle, has a broader scope of application, and will continue to advance in the next stage. It can be said that the scale and intensity are unprecedented. In 2024, a total of 700 billion yuan in ultra-long-term special treasury bonds was allocated, and in 2025, the figure is 800 billion yuan, all of which have now been fully disbursed.

The organization of the “two major undertakings” construction is top-down, completely different from the past practice in the investment sector where projects were determined through bottom-up applications. The purpose is to facilitate the smoother downward transmission of the needs of major national strategies. Relevant [central] government departments, by identifying shortcomings and weaknesses, specifying key areas, and refining project requirements, have ensured that the project list is no longer a collection of fragmented local items. Instead, projects are planned in an integrated manner by category and sector, with strengthened guidance for key regions, more targeted measures, and clearer standards.

Although an exhaustive list of the 1,459 projects does not appear to be available to the public, the “security capacity” build-up in the two major undertakings should be understood in broad terms, and Dong claims the investments put China on a sounder footing globally now that Donald Trump rules America again.

In recent years, the central authorities have emphasized security awareness and bottom-line thinking in development planning, a shift closely related to changes in the international situation. The closer China’s economy becomes intertwined with the global economy, the more comprehensive its considerations must be regarding issues such as food security, energy security, industrial security, and ecological security. The second “undertaking” in the “two major undertakings”—the strengthening of security capabilities in key areas—is precisely a forward-looking arrangement. The dramatic changes in the international environment since the beginning of 2025 have further underscored and confirmed the necessity of enhancing security capabilities, fully demonstrating that the central authorities’ thinking and deployment have been prescient and ahead of the curve.

Dong’s article via China News Service is fully translated below.

中央这一先手棋很不寻常

This Strategic First Move by the Central Authorities Is Highly Unusual

by Dong Yu, Executive Vice President, Institute for China Development Planning, Tsinghua University

The issuance of ultra-long-term special treasury bonds to support the implementation of major national strategies and the building of security capacities in key areas (hereinafter referred to as the “two major undertakings”) has become one of the hottest topics in China’s economy in recent years. Any observation of China’s present and future economic trajectory must include research and analysis of these two undertakings. More than a year has passed since the initiative was launched, making it both necessary and timely to evaluate its effectiveness, understand its operating mechanisms, and look ahead to its prospects.

The “Two Major Undertakings” Are by No Means Ordinary Policy Measures

In terms of decision-making background and process, as well as policy intensity and scope, the launch and implementation of the two major undertakings stand out from other policies. They represent a top-level design initiative.

Understanding a policy starts with its background. From the sequence of events leading to the proposal, this was a proactive, historic choice. The two undertakings were formally submitted for deliberation at the 2024 National People’s Congress after the central leadership made its decision and arrangements. The timing was significant: the 20th Communist Party of China National Congress had laid out a series of major long- and medium-term strategic initiatives that needed concrete engineering projects to push forward. China was midway through two Five-Year Plans, yet strategic advancement could not wait. The central leadership thus introduced the two major undertakings as a groundbreaking initiative.

Strategically, the undertakings directly address the needs of advancing long-term objectives. From the outset, they have been aimed squarely at the goals of Chinese modernization. By breaking down these goals into specific tasks and identifying the most difficult bottlenecks, the undertakings found their points of focus. Some of these tasks might take decades for other countries to achieve, but China has chosen not to delay—tackling them head-on at the starting stage of the new journey toward modernization. This model is uniquely Chinese and has been proven by history to be a key factor in China’s remarkable development successes.

The undertakings are also highly forward-looking—a “first move” by the central leadership. In recent years, national development planning has placed greater emphasis on security and on guarding the bottom line, in response to changes in the international environment. The closer China’s economy is linked to the global economy, the more comprehensive its considerations must be on food security, energy security, industrial security, and ecological security, and other issues. The second “major” in the initiative—security capacity building in key areas—is an arrangement made in anticipation of future challenges. The sharp changes in the international environment since 2025 have only highlighted and validated the necessity of strengthening security capacities, demonstrating that the central leadership’s thinking and arrangements were ahead of the curve.

The undertakings also have a strong overall and systemic quality, constituting a key move in macroeconomic governance. They focus on areas of outstanding importance to economic and social development and have a high degree of relevance to the overall development landscape. The policy toolkit they employ integrates investment, fiscal, science and technology, education, social, and ecological policies. This comprehensive package embodies the use of systems thinking to drive development and will significantly impact all aspects of the economy and society.

A Manifestation of Central Will

Extraordinary measures are for extraordinary tasks. The strategic objectives of Chinese modernization are long-term undertakings, and the two major undertakings provide the foundational support through systematic design and substantial funding.

The central leadership has committed to this initiative by adopting the rarely used macroeconomic tool of ultra-long-term special treasury bonds. Compared with previous special bond issuances, the funding for the two undertakings spans a longer cycle and serves a wider range of purposes, with plans for continued implementation. In both scale and intensity, this is unprecedented: 700 billion yuan in 2024 and 800 billion yuan in 2025, all of which has already been allocated.

In terms of priorities, it vividly reflects the principle of “concentrating resources to accomplish major undertakings.” The focus areas include urban–rural integration, regional coordination, high-quality population development, food security, energy and resource security, ecological security, and self-reliance and strength in science and technology—all crucial to building a strong nation and achieving national rejuvenation. These require coordinated planning and advancement. In just over a year, the high-level requirements have been translated into batches of concrete projects, reflecting the efficiency of implementation.

Project selection is guided by the principle that only the central government can resolve these issues. Some involve urgent development bottlenecks with significant obstacles that cannot be overcome by conventional means, such as scientific and technological breakthroughs, high-standard farmland construction, and upgrading the quality of higher education. Others are long-desired but previously unachievable projects that lack local willingness or capacity to implement, such as major cross-regional infrastructure, cross-basin wastewater treatment, and urban underground utility upgrades.

The organization of the “two major undertakings” construction is top-down, completely different from the past practice in the investment sector where projects were determined through bottom-up applications. The purpose is to facilitate the smoother downward transmission of the needs of major national strategies. Relevant [central] government departments, by identifying shortcomings and weaknesses, specifying key areas, and refining project requirements, have ensured that the project list is no longer a collection of fragmented local items. Instead, projects are planned in an integrated manner by category and sector, with strengthened guidance for key regions, more targeted measures, and clearer standards.

A Combination of “Hard” and “Soft” Measures

From the start, the undertakings were designed not only to fund “hard” engineering projects but also to include comprehensive arrangements for “soft” institutional and policy measures—an important innovation.

The emphasis on soft measures is pragmatic. Given the high importance and public nature of the projects, long-term mechanisms must be designed to ensure smooth progress during construction and sustainable operation thereafter. This includes drafting specialized plans to provide strategic guidance, introducing targeted policies to improve funding efficiency, and innovating institutional arrangements to safeguard implementation.

The implementation process is thus also a process of improving the investment and financing system, updating project management approaches, and enhancing investment effectiveness. In some sectors, soft-measure experiments have had positive impacts, creating healthy interaction with hard investments.

For example, the healthy operation of urban underground pipelines depends on sound maintenance mechanisms. Some local governments have attracted long-term institutional funds into major pipeline projects through debt or equity investment plans, stabilizing private sector returns via operational rights, government subsidies, and tax incentives. Others have introduced province-wide upstream–downstream gas price linkage, set reasonable water supply return rates based on market profits, and advanced the marketization of gas and water prices—reducing losses for public utilities and encouraging private investment.

Similarly, in the quality undergraduate expansion program, mechanisms play a guiding role: schools effectively implementing expansion plans receive increased support, while those performing poorly see reduced support; universities without expanded undergraduate admission plans are generally excluded from special bond funding. Disciplines and programs are adjusted dynamically to align talent training with economic and societal needs.

Directly Relevant to Everyone

The nature of the undertakings is not determined by project size but by their strategic objectives and significance. As long as they align with major national strategies, they are included—whether as large standalone projects, such as high-speed rail along the Yangtze River, or as “project packages,” such as Yangtze River wastewater treatment composed of multiple treatment facilities. This flexible, problem-oriented approach allows better alignment with public needs.

As projects break ground and enter operation, their benefits to people’s livelihoods will become increasingly evident. Observers should not see the undertakings as distant from daily life; they will bring tangible improvements to everyone’s quality of life.

For example:

  • Urban underground pipelines: Upgrades to gas, water, and heating systems will greatly improve safety and resilience. Renovation of old gas pipelines is nearing completion, reducing accident rates by over 30%. Eliminating hidden risks in unseen places increases residents’ sense of security.
  • Food security: Gradually converting all permanent basic farmland into high-standard farmland will stabilize grain output and enhance food safety. Higher standards mean safer products, so people will eat with greater confidence.
  • Yangtze River protection: Building or upgrading over 60,000 kilometers of sewage pipelines in the Yangtze Economic Belt will greatly improve the river’s ecological environment and resolve long-standing public concerns.
  • Transportation: Creating the shortest Shanghai–Chengdu high-speed rail corridor (approx. 1,900 km) will connect the Yangtze River Delta, the middle Yangtze region, and the Chengdu–Chongqing area more quickly, cutting travel time nearly in half and boosting east–west connectivity.
  • Ecological security: Implementing the “Three-North” shelterbelt project over 130 million mu (93 million hectares), with good survival rates for trees, shrubs, and grasses, will safeguard northern ecological security and create new income opportunities.
  • Higher education: “Double First-Class” universities will see markedly improved conditions, with over 500,000 new standard dorm beds. Quality undergraduate enrollment will rise by 16,000 in 2024 and over 20,000 in 2025, giving more students access to quality education and ensuring basic living needs for those from low-income families.
A Bold Stroke in the History of Development

The two major undertakings are a major decision by the CPC Central Committee and the State Council, aimed at the overall strategy of building a strong country and achieving national rejuvenation. They play an irreplaceable role in advancing Chinese modernization.

They are not short-term measures but focus on medium- to long-term development. Some market institutions once analyzed that when China’s economy was facing short-term difficulties and challenges, the launch of the “two major undertakings” was mainly aimed at expanding investment in the short term to stabilize growth. Such a view clearly lacks a professional understanding of the decision-making intentions and logic, fails to properly grasp the relationship between the short term and the medium-to-long term, as well as between objectives and means, and inverts the proper order of priorities — a misconception that needs to be pointed out and corrected.

Since implementation began, the undertakings have provided important support for economic stability. Although their starting point was not short-term growth, the resulting investment has boosted employment and consumption, helping to expand domestic demand and stabilize growth. In the next step, during the formulation and implementation of the 15th Five-Year Plan, the “two major undertakings” will continue to occupy an important place, be organically incorporated into the new five-year plan, and form close alignment and sustained momentum with major national strategies, major plans, major projects, and key initiatives.

They will also bolster the country’s core competitiveness. As foundational support for Chinese modernization, they will strengthen factor security and resolve long-term bottlenecks, with far-reaching significance for shaping China’s development prospects. In an era of intensifying major-power competition, they will provide stable expectations and significantly enhance China’s capacity to manage international uncertainty. Such a major strategy will be pursued with persistence—it will not remain rhetorical, nor will it be reversed abruptly.

Though implementation has only recently begun, the undertakings’ historic role will continue to grow over time. In the future, looking back, they will surely stand as an important part of the “China story” and leave a bold stroke in the history of the People’s Republic’s development.