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.

Economics-Watching: Drewry Container Shipping Financial Insight, August 2025

[from Drewry Shipping Consultants, 22 August 2025]

Container shipping companies have reported mixed 2Q25 results. Read the article [archived PDF] for key takeaways from 2Q25 results and other key developments shaping the container shipping sector.

About Drewry Maritime Financial Research

Drewry Maritime Financial Research (DMFR), is the marketing name of Drewry Financial Research Services Ltd. DMFR, is an independent equity research service focused on the maritime industry. DMFR’s parent organisation, Drewry Shipping Consultants Holdings Limited was established more than 50 years ago and is now widely regarded as one of the leading independent sources of global industry analysis and insight. This in-depth industry knowledge is fully applied in our analysis of quoted maritime companies.

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 (GermanWirtschaftsgeschichte).

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: Why Businesses Say Tariffs Have a Delayed Effect on Inflation

[from the Federal Reserve Bank of Richmond, 8 August, 2025]

by R. Andrew BauerRenee Haltom and Matthew Martin

Regional Matters

Ever since new tariffs were enacted in early 2025, a key policy question has been what is the extent to which businesses will pass tariff costs through to prices, and when? The effects of a tariff are rarely straightforward, given, among other things, competitive dynamics and the challenges of implementation, but the historically large and changing nature of these tariffs have created additional levels of uncertainty over the effects.

In uncertain times, anecdotal evidence from businesses can be especially insightful. We are learning how businesses are reacting to tariffs through the Richmond Fed’s business surveys as well as through hundreds of one-on-one conversations with Fifth District businesses since the start of 2025.

These conversations showcase that navigating tariffs is a complex and sometimes protracted process for firms, particularly when there is uncertainty. Firms describe several reasons they may not have experienced the full impact of proposed tariffs yet (even when goods and countries they deal with are subject to them), as well as reasons that even when they have incurred tariff-related cost increases, there can be a delayed impact on pricing decisions.

Reasons Firms May Not Have Incurred Tariffs Yet

Business contacts describe several strategies or circumstances that can delay or reduce the tariffs on inputs or other imported items. These include the following:

As our monthly business surveys have found, many firms report deploying more than one strategy to delay tariffs. Notably, many of these delays are only temporary.

Reasons Tariffs May Have a Delayed Impact on Prices

Even when firms have incurred tariffs, they give several reasons why tariffs may not be immediately reflected in the prices they charge for their products. These include the following:

  • Waiting for tariff policy to clarify. Higher prices could reduce demand for goods and services and/or lead firms to lose market share, so many firms said they are hesitant to increase prices until they’re sure tariffs will remain in place. For example, a large national retailer said if tariffs are finalized at a sufficiently low level, they’ll absorb what they’ve incurred to date, but if high tariffs stick, they’ll have to raise prices. A steel fabricator for industrial equipment described being reluctant to raise prices on the 10 percent cost increases they’d seen thus far but would have to raise prices should the increases reach 12 to 13 percent. A grocery store chain was reluctant to raise prices and instead might reduce margins, which had recovered in recent years, to maintain their customer base. Some firms explicitly noted a strategy to both raise prices over time and pursue efficiency gains to cut costs and completely restore margins within a year or two.
  • Elasticity testing. Firms reported testing across goods whether consumers will accept price increases. A furniture manufacturer said he’s seen competitors pass along just 5 percentage points of the tariffs at a time so it isn’t such a huge shock to customers, though in that sector, “We all end in the same place which is the customer bearing most of it.” A national retailer said most firms are doing a version of stair-stepping tariffs through, e.g., raising prices a small amount once or twice to see if consumer demand holds, and if so, trying again two months later. This retailer said prices were going up very marginally in early summer, would increase more in July and August, and would be up by 3 to 5 percent by the end of Q4 and into 2026. Another national retailer said they would start testing the extent to which demand falls with price increases, e.g., when the first items that were subject to tariffs—in this case back to school items—hit shelves in late July.
  • Blind margin. Some firms reported attempting to pass through cost in less noticeable ways. While any price increase to consumers will be captured in measures of aggregate inflation, the fact that price increases may occur on non-tariffed goods might make it difficult to directly relate price increases to tariffs. An outdoor goods retailer said, “Unless it’s a branded item where everyone knows the price, if something goes for $18, it can also go for $19.” A national retailer plans to print new shelf labels with updated pricing, which will be less noticeable for consumers compared to multiple new price stickers layered on top. This takes time (akin to a textbook “menu cost” in economics), so it will not be reflected in prices until July and August. A grocery store said their goal was to increase average prices across the store but focus on less visible prices.
  • Selling out of preexisting inventory: Many firms noted they still have production inventory from before tariffs were announced, so they do not need to raise prices as long as they still sell these lower cost goods. A national retailer noted they have at least 25 weeks of inventory on hand for most imported products. A firm that produces grocery items said they will decide how much to raise prices as they get closer to selling tariff-affected products. Similarly, retailers order seasonal items quarters in advance. Many were receiving items for fall and winter when the new tariffs were going into effect in the spring. They paid the tariff then, but we won’t see the price increase until those items hit the shelves in the fall or winter. One retailer speculated that seasonal décor items will look the most like a one-time increase.
  • Pre-established prices. Many firms face infrequent pricing due to factors like annual contracts or pre-sales. For example, a dealer of farm equipment gets half its sales through incentivized pre-sales to lock in demand and smooth around crop cycles. They noted that while it would be difficult to retroactively ask those customers to pay for part of the tariff, they will pass tariffs directly through on spare parts. A steel fabricator for industrial equipment has a contract for steel through Q3, so they haven’t been impacted yet by price increases. However, they will face new costs once that contract expires.

In general, compared to small firms, large firms have more ability to negotiate with vendors, temporarily absorb costs, burn cash, wait for strategic opportunity, and test things out. This matters because large firms often lead pricing behavior among firms, so these strategic choices may influence the response of inflation to tariffs more generally. Even within firm size, one often hears that negotiations on price vary considerably by relationship and item.

Conclusion

A key question surrounding tariffs is whether any effects on inflation will resemble a short-lived price increase—as in the simplest textbook model of tariffs—or a more sustained increase to inflation that may warrant tighter Fed monetary policy. When asked in May what will determine the answer, Fed Chair Jerome Powell cited three factors [archived PDF]: 1) the size of the tariff effects; 2) how long it takes to work their way through to prices; and 3) whether inflation expectations remain anchored. The insights shared above suggest the process from proposed tariffs to the prices set by firms is far from instantaneous or clear-cut, particularly when tariff policy is changing.

Sensing from businesses suggests that the impact of tariffs on their price-setting [archived PDF] has been lagged, but it is starting to play out. Nonetheless, it remains highly uncertain how tariffs will impact consumer inflation. The discussion above makes clear that firms are nimble and innovative in the face of challenge, and they are concerned about losing customers in the current environment, particularly consumer-facing firms. We will continue to learn from our business contacts and share their insights.


Views expressed are those of the author(s) and do not necessarily reflect those of the Federal Reserve Bank of Richmond or the Federal Reserve System.

Monomania and the West

There have been all kinds of “voices” in the history of Western civilization. Perhaps the loudest voice is that of monomaniacs, who always claim that behind the appearance of the many is the one. If we illustrate the West, and at its roots, the intersection of Athens and Jerusalem, we see the origins of this monomania. Plato’s realm of ideas was supposed to explain everything encountered in our daily lives. His main student and rival, Aristotle, has his own competing explanation, based in biology instead of mathematics.

These monomanias in their modern counterpart in ideologies. In communism, the key to have everything is class and the resulting class struggles. Nazism revolves around race and racial conflict.

In our own era, the era of scientism, we have the idea of god replaced with Stephen Hawking’s “mind of god,” Leon Lederman’s The God Particle and KAKU Michio’s The God Equation. In the 2009 film, Angels & Demons, there’s a senior Vatican official, played by Ewan McGregor, who is absolutely outraged by the blasphemous phrase, “the god particle.”

Currently, the monomania impetus continues full-force. For example, Professor Seth Lloyd of MIT tells us that reality is the cosmos and not chaos, because all of reality together is a computer. His MIT colleague, Max Tegmark, argues in his books that the world is not explained by mathematics, but rather is mathematics. Perhaps the climax of this kind of thinking is given to us by the essay “Everything Is Computation” by Joscha Bach:

These days we see a tremendous number of significant scientific news stories, and it’s hard to say which has the highest significance. Climate models indicate that we are past crucial tipping points and irrevocably headed for a new, difficult age for our civilization. Mark van Raamsdonk expands on the work of Brian Swingle and Juan Maldacena and demonstrates how we can abolish the idea of spacetime in favor of a discrete tensor network, thus opening the way for a unified theory of physics. Bruce Conklin, George Church, and others have given us CRISPR/Cas9, a technology that holds promise for simple and ubiquitous gene editing. “Deep learning” starts to tell us how hierarchies of interconnected feature detectors can autonomously form a model of the world, learn to solve problems, and recognize speech, images, and video.

It is perhaps equally important to notice where we lack progress: Sociology fails to teach us how societies work; philosophy seems to have become infertile; the economic sciences seem ill-equipped to inform our economic and fiscal policies; psychology does not encompass the logic of our psyche; and neuroscience tells us where things happen in the brain but largely not what they are.

In my view, the 20th century’s most important addition to understanding the world is not positivist science, computer technology, spaceflight, or the foundational theories of physics.

It is the notion of computation. Computation, at its core, and as informally described as possible, is simple: Every observation yields a set of discernible differences.

These we call information. If the observation corresponds to a system that can change its state, we can describe those state changes. If we identify regularity in those state changes, we are looking at a computational system. If the regularity is completely described, we call this system an algorithm. Once a system can perform conditional state transitions and revisit earlier states, it becomes almost impossible to stop it from performing arbitrary computation. In the infinite case that is, if we allow it to make an unbounded number of state transitions and use unbounded storage for the states—it becomes a Turing machine, or a Lambda calculus, or a Post machine, or one of the many other mutually equivalent formalisms that capture universal computation.

Computational terms rephrase the idea of “causality,” something that philosophers have struggled with for centuries. Causality is the transition from one state in a computational system to the next. They also replace the concept of “mechanism” in mechanistic, or naturalistic, philosophy. Computationalism is the new mechanism, and unlike its predecessor, it is not fraught with misleading intuitions of moving parts.

Computation is different from mathematics. Mathematics turns out to be the domain of formal languages and is mostly undecidable, which is just another word for saying “uncomputable” (since decision making and proving are alternative words for computation, too). All our explorations into mathematics are computational ones, though. To compute means to actually do all the work, to move from one state to the next.

Computation changes our idea of knowledge: Instead of justified true belief, knowledge describes a local minimum in capturing regularities between observables. Knowledge is almost never static but progresses on a gradient through a state space of possible worldviews. We will no longer aspire to teach our children the truth, because, like us, they will never stop changing their minds. We will teach them how to productively change their minds, how to explore the never-ending land of insight.

A growing number of physicists understands that the universe is not mathematical but computational, and physics is in the business of finding an algorithm that can reproduce our observations. The switch from uncomputable mathematical notions (such as continuous space) makes progress possible. Climate science, molecular genetics, and AI are computational sciences. Sociology, psychology, and neuroscience are not: They still seem confused by the apparent dichotomy between mechanism (rigid moving parts) and the objects of their study. They are looking for social, behavioral, chemical, neural regularities, where they should be looking for computational ones.

Everything is computation.

Know This: Today’s Most Interesting and Important Scientific Ideas, Discoveries, and Developments, John Brockman (editor), Harper Perennial, 2017, pages 228-230.

Friedrich Nietzsche rebelled against this type of thinking the most profoundly. If scientism represents the modern, then Nietzsche was the prophet of postmodernism. Nietzsche’s famous phrase, “God is dead.” is not about a creator or divinity, but rather finality itself. There is no final explanation.

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.

World-Watching: Minutes of the Monetary Policy Committee — Copom

272nd Meeting – July 29-30, 2025

[from the Central Bank of Brazil, 5 August, 2025]

  1. Update of the economic outlook and the Copom’s scenario1
    1. The global environment is more adverse and uncertain due to the economic policy and economic outlook in the United States, mainly regarding its trade and fiscal policies and their effects.
    2. Therefore, the behavior and the volatility of different asset classes have been impacted, altering global financial conditions. This scenario requires particular caution from emerging market economies amid heightened geopolitical tensions.
    3. Regarding the domestic scenario, the set of indicators on economic activity has shown some moderation in growth, as expected, but the labor market is still showing strength.
    4. In recent releases, headline inflation and measures of underlying inflation remained above the inflation target. Inflation expectations for 2025 and 2026 collected by the Focus survey remained above the inflation target and stand at 5.1% and 4.4%, respectively.
  2. Scenarios and risk analysis
    1. The inflation outlook remains challenging in several dimensions. Copom assessed the international scenario, economic activity, aggregate demand, inflation expectations, and current inflation. Copom then discussed inflation projections and expectations before deliberating on the current decision and future communication.
    2. The global environment is more adverse and uncertain. If, on the one hand, the approval of certain trade agreements, along with recent inflation and economic activity data from the U.S., could suggest a reduction in global uncertainty, on the other hand, the U.S. fiscal policy—and, particularly for Brazil, the U.S. trade policy—make the outlook more uncertain and adverse. The increase of trade tariffs by the U.S. to Brazil has significant sectoral impacts and still uncertain aggregate effects that depend on the unfolding of the next steps in the negotiations and the perception of risk inherent to this process. The Committee is closely monitoring the potential impacts on the real economy and financial assets. The prevailing assessment within the Committee is the increased global outlook uncertainty, and, therefore, Copom should maintain a cautious stance. As usual, the Committee will focus on the transmission mechanisms from the external environment to the domestic inflation dynamics and their impact on the outlook.
    3. The domestic economic activity outlook has indicated a certain moderation in growth, while also presenting mixed data across sectors and indicators.
    4. Overall, some moderation in growth is observed, supporting the scenario outlined by the Committee. This moderation, necessary for the widening of the output gap and the convergence of inflation to the target, is aligned with a contractionary monetary policy. Monthly sectoral surveys and more timely consumption data support a gradual slowdown in growth.
    5. At turning points in the economic cycle, it is natural to observe mixed signals from economic indicators—some leading, others lagging—as well as from comparisons between markets, such as the credit and labor markets.
    6. The credit market, which is more sensitive to financial conditions, has shown clearer moderation. A decline in non-earmarked credit granting and an increase in interest and delinquency rates have been observed. Moreover, regarding household credit, there has been an increase in the household debtservice ratio and a deepening of the negative credit flow—that is, households repaying more debt than taking on. It was emphasized during the discussion that some recent measures, such as private payroll-deducted loans, have had less impact than many market participants expected. Given the implementation agenda in this credit line, as well as the effects of introducing and removing taxes on other credit modalities, the Committee believes it should closely monitor upcoming credit data releases.
    7. In contrast to the credit market, the labor market remains dynamic. Both from the perspective of income—with real gains consistently above productivity—and employment—with a significant decrease in the unemployment rate to historically low levels—the labor market has greatly supported consumption and income.
    8. Thus, the Committee assesses that the signals from demand and economic activity so far suggest that the scenario is unfolding as expected and is consistent with the current monetary policy. The Committee reiterates that the aggregate demand slowdown is an essential element of supplydemand rebalancing in the economy and convergence of inflation to the target.
    9. Fiscal policy has a short-term impact, mainly through stimulating aggregate demand, and a more structural dimension, which has the potential to affect perceptions of debt sustainability and influence the term premium in the yield curve. A fiscal policy that acts counter-cyclically and contributes to reducing the risk premium favors the convergence of inflation to the target. Copom reinforced its view that the slowdown in structural reform efforts and fiscal discipline, the increase in earmarked credit, and uncertainties over the public debt stabilization have the potential to raise the economy’s neutral interest rate, with deleterious impacts on the power of monetary policy and, consequently, on the cost of disinflation in terms of activity. The Committee remained firmly convinced that policies must be predictable, credible, and countercyclical. In particular, the Committee’s discussion once again highlighted the need for harmonious fiscal and monetary policy.
    10. Inflation expectations, as measured by different instruments and obtained from various groups of agents, remained above the inflation target at all horizons, maintaining the adverse inflation outlook. For shorter-term horizons, following the release of the most recent data, there has been a decline in inflation expectations. For longer-term horizons, conversely, there has been no significant change in inflation expectations between Copom meetings, even though measures of breakeven inflation extracted from financial assets have declined. The Committee reaffirmed and renewed its commitment to re-anchoring expectations and to conducting a monetary policy that supports such a movement.
    11. De-anchored inflation expectations is a factor of discomfort shared by all Committee members and must be tamed. Copom highlighted that environments with de-anchored expectations increase the disinflation cost in terms of activity. The scenario of inflation convergence to the target becomes more challenging with de-anchored expectations for longer horizons. When discussing this topic, the main conclusion obtained and shared by all members of Copom was that, in an environment of de-anchored expectations—as currently is the case—greater monetary restriction is required for a longer period than would be otherwise appropriate.
    12. The inflation scenario has continued to show downside surprises in recent periods compared with analystsforecasts, but inflation has remained above the target Industrial goods inflation, which has already been showing weaker wholesale price pressures, continued to ease in the more recent period. Food prices also displayed slightly weaker-than-expected dynamics. Finally, services inflation, which has greater inertia, remains above the level required to meet the inflation target, in a context of a positive output gap. Beyond the changes in items, or even short-term oscillations, the core inflation measures have remained above the value consistent with the target achievement for months, corroborating the interpretation that inflation is pressured by demand and requires a contractionary monetary policy for a very prolonged period.
    13. Copom then addressed the projections. In the reference scenario, the interest rate path is extracted from the Focus survey, and the exchange rate starts at USD/BRL 5.552 and evolves according to the purchasing power parity (PPP). The Committee assumes that oil prices follow approximately the futures market curve for the following six months and then start increasing 2% per year onwards. Moreover, the energy tariff flag is assumed to be “green” in December of the years 2025 and 2026.
    14. In the reference scenario, four-quarter inflation projections for 2025 and for 2026 are 4.9% and 3.6%, respectively (Table 1). For the relevant horizon for monetary policy—2027 Q1—the inflation projection based on the reference scenario extracted from the Focus survey remained at 3.4%, above the inflation target.
    15. Regarding the balance of risks, it was assessed that the scenario of greater uncertainty continues to present higher-than-usual upside and downside inflation risks to the inflation outlook. Copom assessed that, among the upside risks for the inflation outlook and inflation expectations, it should be emphasized (i) a more prolonged period of de-anchoring of inflation expectations; (ii) a stronger-than-expected resilience of services inflation due to a more positive output gap; and (iii) a conjunction of internal and external economic policies with a stronger-than-expected inflationary impact, for example, through a persistently more depreciated currency. Among the downside risks, it should be noted (i) a greater-than-projected deceleration of domestic economic activity, impacting the inflation scenario; (ii) a steeper global slowdown stemming from the trade shock and the scenario of heightened uncertainty; and (iii) a reduction in commodity prices with disinflationary effects.
    16. Prospectively, the Committee will continue monitoring the pace of economic activity, which is a fundamental driver of inflation, particularly services inflation; the exchange rate pass-through to inflation, after a process of increased exchange rate volatility; and inflation expectations, which remain de-anchored and are drivers of future inflation behavior. It was emphasized that inflationary vectors remain adverse, such as the economic activity resilience and labor market pressures, de-anchored inflation expectations, and high inflation projections. This scenario prescribes a significantly contractionary monetary policy for a very prolonged period to ensure the convergence of inflation to the target.
  3. Discussion of the conduct of monetary policy
    1. Copom then discussed the conduct of monetary policy, considering the set of projections evaluated, as well as the balance of risks for prospective inflation.
    2. Following a swift and firm interest rate hike cycle, the Committee anticipates, as its monetary policy strategy, continuity of the interruption of the rate hiking cycle to observe the effects of the cycle already implemented. It was emphasized that, once the appropriate interest rate is determined, it should remain at a significantly contractionary level for a very prolonged period due to de-anchored expectations. The Committee emphasizes that it will remain vigilant, that future monetary policy steps can be adjusted and that it will not hesitate to proceed with the rate hiking cycle if appropriate.
  4. Monetary policy decision
    1. The Committee has been closely monitoring with particular attention the announcements regarding the imposition by the U.S. of trade tariffs on Brazil, reinforcing its cautious stance in a scenario of heightened uncertainty. Moreover, it continues to monitor how the developments on the fiscal side impact monetary policy and financial assets. The current scenario continues to be marked by de-anchored inflation expectations, high inflation projections, resilience on economic activity, and labor market pressures. Ensuring the convergence of inflation to the target in an environment with de-anchored expectations requires a significantly contractionary monetary policy for a very prolonged period.
    2. Copom decided to maintain the Selic rate at 15.00% p.a., and judges that this decision is consistent with the strategy for inflation convergence to a level around its target throughout the relevant horizon for monetary policy. Without compromising its fundamental objective of ensuring price stability, this decision also implies smoothing economic fluctuations and fostering full employment.
    3. The current scenario, marked by heightened uncertainty, requires a cautious stance in monetary policy. If the expected scenario materializes, the Committee foresees a continuation of the interruption of the rate hiking cycle to examine its yet-to-be-seen cumulative impacts, and then evaluate whether the current interest rate level, assuming it stable for a very prolonged period, will be enough to ensure the convergence of inflation to the target. The Committee emphasizes that it will remain vigilant, that future monetary policy steps can be adjusted and that it will not hesitate to resume the rate hiking cycle if appropriate.
    4. The following members of the Committee voted for this decision: Gabriel Muricca Galípolo (Governor), Ailton de Aquino Santos, Diogo Abry Guillen, Gilneu Francisco Astolfi Vivan, Izabela Moreira Correa, Nilton José Schneider David, Paulo Picchetti, Renato Dias de Brito Gomes, and Rodrigo Alves Teixeira.
Table 1

Inflation projections in the reference scenario
Year-over-year IPCA change (%)

Price Index202520262027 Q1
IPCA4.93.63.4
IPCA market prices5.13.53.3
IPCA administered prices4.44.03.9
Footnotes

1 Unless explicitly stated otherwise, this update considers changes since the June Copom meeting (271st meeting).

2 It corresponds to the rounded value of the average exchange rate observed over the ten working days ending on the last day of the week prior to the Copom meeting, according to the procedure adopted since the 258th meeting.

Meeting information
Date: July 29-30 2025
Place: BCB Headquarters’ meeting rooms on the 8th floor (7/29 and 7/30 on the morning) and 20th floor (7/30 on the afternoon) – Brasilia – DF – Brazil
Starting and ending times:
July 29: 10:07 AM – 11:37 AM; 2:17 PM – 5:51 PM
July 30: 10:10 AM – 11:13 AM; 2:37PM – 6:34 PM
In attendance:
Members of the Copom
Gabriel Muricca Galípolo – Governor
Ailton de Aquino Santos
Diogo Abry Guillen
Gilneu Francisco Astolfi Vivan
Izabela Moreira Correa
Nilton José Schneider David
Paulo Picchetti
Renato Dias de Brito Gomes
Rodrigo Alves Teixeira
Department Heads in charge of technical presentations (attending on July 29 and on the morning of July 30)
André de Oliveira AmanteOpen Market Operations Department
Euler Pereira Gonçalves de MelloResearch Department (also attending on the afternoon of 7/30)
Fábio Martins Trajano de ArrudaDepartment of Banking Operations and Payments System
Luís Guilherme Siciliano PontesInternational Reserves Department
Marcelo Antonio Thomaz de AragãoDepartment of International Affairs
Ricardo SabbadiniDepartment of Economics
Other participants (attending on July 29 and on the morning of July 30)
Alexandre de CarvalhoOffice of Economic Advisor
André Maurício Trindade da RochaHead of the Financial System Monitoring Department
Angelo Jose Mont Alverne DuarteHead of Office of the Deputy Governor for Licensing and Resolution (attending on the mornings of 7/29 and 7/30)
Arnaldo José Giongo GalvãoPress Office Advisor
Cristiano de Oliveira Lopes CozerGeneral Counsel
Edson Broxado de França TeixeiraHead of Office of the Deputy Governor for Supervision
Eduardo José Araújo LimaHead of Office of the Deputy Governor for Economic Policy
Fernando Alberto G. Sampaio C. RochaHead of the Department of Statistics
Isabela Ribeiro Damaso MaiaHead of the Sustainability and International Portfolio Investors Unit (attending on the mornings of 7/29 and 7/30)
Julio Cesar Costa PintoHead of Office of the Governor
Laura Soledad Cutruffo CompariniDeputy Head of the Department of Economics
Leonardo Martins NogueiraHead of Office of the Deputy Governor for Monetary Policy
Marcos Ribeiro de CastroDeputy Head of the Research Department
Mardilson Fernandes QueirozHead of the Financial System Regulation Department
Olavo Lins Romano PereiraDeputy Head of the Department of International Affairs
Renata Modesto BarretoDeputy Head of the Department of Banking Operations and Payments System
Ricardo da Costa MartinelliDeputy Head of the International Reserves Department
Ricardo Eyer HarrisHead of Office of the Deputy Governor for Regulation
Ricardo Franco MouraHead of the Prudential and Foreign Exchange Regulation Department
Rogerio Antonio LuccaExecutive Secretary
Simone Miranda BurelloAdvisor in the Office of the Deputy Governor for Monetary Policy

The members of Copom analyzed the recent performance and prospects for the Brazilian and international economies, under the monetary policy framework, whose objective is to comply with the inflation targets established by the National Monetary Council. This document represents Copom’s best effort to provide an English version of its policy meeting minutes. In case of inconsistency, the Portuguese version prevails.

Arguments Without End: A Few Simple Examples

In the previous essay (“Is It Good to Be a Detached Observer?”), we just encountered Geyl’s phrase, “arguments without end.” Here we cover a few simple examples.

Language and the Mind

The twentieth century philosopher, Ludwig Wittgenstein, tells us that his purpose is “to show the fly the way out of the fly-bottle.” Where the fly is, of course, ourselves. He then tells us, that perhaps the main reason is that one is unable to free oneself from bewitchment of the mind by “language games.”

In the song “Hotel California” by the Eagles, there’s the line, “‘We are all just prisoners here / Of our own device.’” In this context, “device” could be interpreted as a bad decision.

My Body and Myself

The American philosophy professor, Samuel Todes, in his book Body and World, analyzes the human body, not as a meat-machine, but more like the silent partner of a person navigating their life. You can get a sense of this from Gabriel Marcel, when he writes:

Is my body my body, for instance, in the same sense in which I would say that my dog belongs to me? The question, let us first of all notice, of how the dog originally came into my hands is quite irrelevant here. Perhaps I found it wandering wretchedly about the streets, perhaps I bought it in a shop; I can say it is mine if nobody else puts in a claim for it—though this is still quite a negative condition of ownership. For the dog to be really, not merely nominally, mine there must exist between us a more positive set of relations. He must live, either with me, or as I, and I alone, have decided he shall live—lodged, perhaps, with a servant or a farmer; whether or not I look after him personally, I must assume the responsibility for his being looked after. And this implies something reciprocal in our relations. It is only it the dog recognizes me, obeys me, expresses by his behaviour towards me some feeling which I can interpret as affection or, at the very least, as wholesome fear, that he is really mine; I would become a laughingstock if I persisted in calling an animal that completely ignored me, that took no notice of me at all, my dog. And the mockery to which I would be exposed in such an instance is very significant. It is linked to a very positive idea of how things must be between my dog and me, before I can really say, ‘This dog is mine’.

Gabriel MarcelThe Mystery of Being, Vol. 1: Reflection & Mystery, Harper Torchbooks, 1965, page 117.

Marcel goes on to explain:

We should recall, at this point, what we said in an earlier lecture about the body; the latter is not merely an instrument, it presents us with a kind of reality which is quite different from the reality of any sort of apparatus, in so far as it, my body, is also my way of being in the world.

Marcel, page 257.

Marcel elaborates:

When I try to make clear to myself the nature of my bond with my body, it appears to me chiefly as something of which I have the use (as one has the use of a piano, a saw, or a razor); but all these uses are extensions of the initial use, which is simply the use of the body. I have real priority to my body when it is a question of active use, but none whatever when it is a question of knowledge. The use is only possible on the basis of a certain felt community. But the community is indivisible; I cannot validly say ‘I and my body.’ The difficulty arises from the fact that I think of my relation with my body on the analogy of my relation with my instruments—whereas in fact the latter presupposes the former.

Gabriel MarcelBeing and Having: An Existentialist Diary, Harper Torchbooks, 1965, page 14.

The connections between the trio of “me, myself and I” and the body is very elusive (as you may sense from your own introspection). This is another “argument without end.”

Psychology and National Moods

The great historian, George Rudé, in his book, Revolutionary Europe, 1783-1815, tries to give a believable and multifactorial explanation of the French Revolution. Based on Ernest Labrousse’s studies of the French economy during that period, Rudé gives a thoughtful and subtle analysis of how wages, prices and other factors correlated to unrest. Interestingly, he concludes on a note of French national mood:

But, of course, it needed more than economic hardship, social discontent, and the frustration of political and social ambitions to make a revolution. To give cohesion to the discontents and aspirations of widely varying social classes there had to be some unifying body of ideas, a common vocabulary, of hope and protest, something, in short, like a common “revolutionary psychology”. In the revolutions of our day, this ideological preparation has been the concern of political parties; but there were no such parties in eighteenth-century France.

George Rudé, Revolutionary Europe, 1783-1815, Wiley, 1964, page 74.

Rudé uses the phrase, “revolutionary psychology.” Apply this to our time and ask yourself, did a demagogue like Donald Trump create a revolutionary psychology, or did it cough up Trump? Notice that in the recent political tract, What’s the Matter with Kansas?, Thomas Frank makes the point that people’s sense of grievance involves not only economics, but also other psychological factors, just as Rudé does with the French Revolution.

World-Watching: 272nd Meeting of the Monetary Policy Committee (“Copom”) of the Central Bank of Brazil Press Release

Copom maintains the Selic rate at 15.00% p.a.

[from the Central Bank of Brazil, 30 July, 2025]

The global environment is more adverse and uncertain due to the economic policy and economic outlook in the United States, mainly regarding its trade and fiscal policies and their effects. Therefore, the behavior and the volatility of different asset classes have been impacted, altering global financial conditions. This scenario requires particular caution from emerging market economies amid heightened geopolitical tensions.

Regarding the domestic scenario, the set of indicators on economic activity has shown some moderation in growth, as expected, but the labor market is still showing strength. In recent releases, headline inflation and measures of underlying inflation remained above the inflation target.

Inflation expectations for 2025 and 2026 collected by the Focus survey remained above the inflation target and stand at 5.1% and 4.4%, respectively. Copom’s inflation projections for the first quarter of 2027, currently the relevant horizon for monetary policy, stand at 3.4% in the reference scenario (Table 1).

The risks to the inflation scenarios, both to the upside and to the downside, continue to be higher than usual. Among the upside risks for the inflation outlook and inflation expectations, it should be emphasized (i) a more prolonged period of de-anchoring of inflation expectations; (ii) a stronger-than-expected resilience of services inflation due to a more positive output gap; and (iii) a conjunction of internal and external economic policies with a stronger-than-expected inflationary impact, for example, through a persistently more depreciated currency. Among the downside risks, it should be noted (i) a greater-than-projected deceleration of domestic economic activity, impacting the inflation scenario; (ii) a steeper global slowdown stemming from the trade shock and the scenario of heightened uncertainty; and (iii) a reduction in commodity prices with disinflationary effects.

The Committee has been closely monitoring the announcements on tariffs by the USA to Brazil, which reinforces its cautious stance in a scenario of heightened uncertainty. Moreover, it continues to monitor how the developments on the fiscal side impact monetary policy and financial assets. The current scenario continues to be marked by de-anchored inflation expectations, high inflation projections, resilience on economic activity and labor market pressures. Ensuring the convergence of inflation to the target in an environment with de-anchored expectations requires a significantly contractionary monetary policy for a very prolonged period.

Copom decided to maintain the Selic rate at 15.00% p.a., and judges that this decision is consistent with the strategy for inflation convergence to a level around its target throughout the relevant horizon for monetary policy. Without compromising its fundamental objective of ensuring price stability, this decision also implies smoothing economic fluctuations and fostering full employment.

The current scenario, marked by heightened uncertainty, requires a cautious stance in monetary policy. If the expected scenario materializes, the Committee foresees a continuation of the interruption of the rate hiking cycle to examine its yet-to-be-seen cumulative impacts, and then evaluate whether the current interest rate level, assuming it stable for a very prolonged period, will be enough to ensure the convergence of inflation to the target. The Committee emphasizes that it will remain vigilant, that future monetary policy steps can be adjusted and that it will not hesitate to resume the rate hiking cycle if appropriate.

The following members of the Committee voted for this decision: Gabriel Muricca Galípolo (Governor), Ailton de Aquino Santos, Diogo Abry Guillen, Gilneu Francisco Astolfi Vivan, Izabela Moreira Correa, Nilton José Schneider David, Paulo Picchetti, Renato Dias de Brito Gomes, and Rodrigo Alves Teixeira.

Table 1

Inflation projections in the reference scenario
Year-over-year IPCA change (%)

Price Index202520261st quarter 2027
IPCA4.93.63.4
IPCA market prices5.13.53.3
IPCA administered prices4.44.03.9

In the reference scenario, the interest rate path is extracted from the Focus survey, and the exchange rate starts at USD/BRL 5.55 and evolves according to the purchasing power parity (PPP). The Committee assumes that oil prices follow approximately the futures market curve for the following six months and then start increasing 2% per year onwards. Moreover, the energy tariff flag is assumed to be “green” in December of the years 2025 and 2026. The value for the exchange rate was obtained according to the usual procedure.

Note: This press release represents the Copom’s best effort to provide an English version of its policy statement. In case of any inconsistency, the original version in Portuguese prevails.

World-Watching: India: Building an Export-Oriented Apparel Sector

[from ICRIER, 28 July, 2025]

The Kotak-ICRIER Centre of Excellence for Agriculture Policy, Sustainability, and Innovations (KICEAPSI) is delighted to present its Agri-Food Trends and Analytics Bulletin (AF-TAB), Volume 5, Issue 1, on “Building an Export-oriented Apparel Sector.” [archived PDF] Amidst an evolving geopolitical landscape and shifting global trade patterns, India’s textiles and apparel (T&A) sector stands at a crucial juncture. The country has a rich cultural heritage in textiles and is one of the few nations with the entire T&A value chain, yet its export share in apparel market remains low and stagnant over the last two decades, at least. With China gradually vacating the export market space and global buyers looking to diversify sourcing, India must act swiftly.

This AF-TAB issue explores this window of opportunity through three interesting articles. The first article, ‘India’s Apparel Sector and the Window of Opportunity’, examines India’s stagnant export performance and the structural constraints that have prevented it from capturing a larger global share. It highlights how fragmentation, poor logistics, and high input costs weigh the sector down, despite strong domestic potential. The second article, ‘Missing the Closet: Is India Exporting What the World Wears?’ analyses India’s export basket against global demand trends. It reveals a mismatch between what India produces–largely cotton-based basics and what the global markets demand—man-made fibres (MMF)-based, fashion-forward garments. This misalignment is most visible in key markets like the U.S. and EU. The third article, ‘PM MITRA Parks—Can They Lift Apparel Exports?’, evaluates the government’s flagship scheme designed to address these inefficiencies. While PM MITRA is a much-needed step to create scale, plug-and-play infrastructure, and attract investment, its success depends on timely execution, policy alignment, and strategic targeting.

Read the bulletin [archived PDF].