Famous quotes

"Happiness can be defined, in part at least, as the fruit of the desire and ability to sacrifice what we want now for what we want eventually" - Stephen Covey

Sunday, July 26, 2026

Iran Update Special Report: July 25, 2026

 Iran Update Special Report, July 25, 2026

The Institute for the Study of War (ISW) and The Critical Threats Project (CTP) at the American Enterprise Institute Data Cutoff: 2:00 PM ET

Analyst Notes

ISW-CTP has revised its update structure due to the resumption of war between the United States and Iran. Iran is currently engaged in an information effort to frame its attacks on US bases and regional states as retaliatory and defensive; however, it is actually engaged in proactive military operations to achieve discrete objectives.


Key Takeaways

  1. The Saudi-led coalition struck several Houthi targets across Yemen to degrade capabilities to threaten shipping and strike critical infrastructure.
  2. The Houthis responded by attacking Saudi vessels and Red Sea ports, raising the cost for Saudi Arabia to continue air operations.
  3. The United States did not conduct a wave of overnight strikes in Iran for the first time in 13 days. President Donald Trump reportedly ordered a hold after an Omani delegation arrived in Tehran to discuss re-opening the Strait of Hormuz.
  4. Iran has fired advanced variants of the Kheybar Shekan medium-range ballistic missiles (MRBM) at regional US bases, which have successfully evaded US defenses.

Toplines

Saudi-Houthi Conflict The Saudi-led coalition struck Houthi targets on July 24 and 25, including a telecommunications building in Hudaydah City and Houthi barracks. While Saudi officials denied striking Hudaydah Port, geolocated imagery showed a fire burning there on July 24. In response, Saudi forces targeted Houthi drone and missile launch sites in Jawf and Marib on July 25.

The Houthis retaliated by firing missiles and drones at oil infrastructure in Yanbu and Jizan. While Saudi defenses intercepted two ballistic missiles targeting Yanbu, munitions did impact Jizan. The Houthis also attacked a Saudi vessel, the NCC Masa, in the Red Sea. Houthi military spokesperson Yahya Sarea warned that the group will continue its blockade on Saudi ports and "not hesitate" to escalate.

These attacks advance Iranian interests by eliminating Saudi alternatives to accepting Iran’s demand for recognized control over the Strait of Hormuz, as Saudi Arabia heavily depends on Yanbu for oil exports.

US Strikes and Iranian Calibration For the first time in nearly two weeks, the US paused its nightly strikes in Iran. President Trump met with advisers on July 24 to discuss expanding military operations but ordered a hold following the arrival of Omani mediators in Tehran.

Since July 12, US forces have struck over 1,000 targets in Iran, including command centers, drone storage, and maritime capabilities. Iranian activity has mirrored this pause; only one attack targeting a US base in Bahrain was reported since July 24, suggesting Iran is calibrating its attacks in response to US activity. Iran’s strategy is to inflict steady casualties to create domestic pressure in the US to halt the air campaign.

Threats to President Trump US officials determined that "Iranian proxy forces" posed a "credible threat" to President Trump and Air Force One during his return from the NATO summit in Ankara on July 8. This threat was separate from a previous plot attributed to Israeli intelligence in early July.


US and Partner Military Operations

On July 24, US forces disabled the Lavine, a vessel attempting to transport Iranian liquefied petroleum gas in the Gulf of Oman, after the crew ignored four warnings to comply with the US blockade. Iranian media reported that the strike killed two sailors. This is the second ship disabled since the US re-imposed the blockade on July 14.


Iranian Strike Campaign

Assessed Iranian War Aims:

  • Secure international recognition of Iranian control over the Strait of Hormuz.
  • Degrade US ability and willingness to continue the war.
  • Restore deterrence and divide the US and Israel from Arab states.

Advanced Missile Capabilities US officials confirmed that advanced Kheybar Shekan MRBMs have successfully circumvented US air defenses by using different flight paths, speeds, and maneuvers. These missiles feature detachable warhead-bearing nosecones that can adjust trajectory during the terminal phase at speeds up to 6,000 miles per hour. Iran is estimated to have possessed 2,500 of these missiles before the war began and may be currently assembling more in underground facilities.


Iranian Domestic Affairs

Nuclear Program Intelligence assessments suggest that Supreme Leader Mojtaba Khamenei has a greater interest in developing a nuclear weapon than his father, Ali Khamenei. Mojtaba reportedly supports developing a miniaturized thermonuclear warhead for deployment on long-range missiles. However, experts like David Albright assess that current barriers remain significant, as 2025 and 2026 strikes by the US and Israel disabled much of Iran’s uranium enrichment infrastructure and destroyed highly enriched uranium stockpiles.


Regional Status

  • Lebanon: Nothing significant to report.
  • Iraq: Nothing significant to report.
  • Arabian Peninsula: (See Topline section regarding Houthi/Saudi conflict).

Japan Reusable Rocket Launch

Skyroot Aerospace: Vikram 1 Launch

I Am From Bosnia, Take Me to America

 The article "I Am From Bosnia, Take Me to America: Notes on the Western Balkans" was published by NOTCOMPETING on July 20, 2026. It chronicles a three-week journey through Slovenia, Croatia, Bosnia and Herzegovina, Serbia, Montenegro, and Albania, a region characterized by competing international influences via investment, migration, and real estate.

Minimum Viable History

After World War II, the region was united under Yugoslavia, comprising Slovenia, Croatia, Bosnia, Serbia (with Kosovo), Montenegro, and North Macedonia. National identities were primarily defined by religion: Slovenes and Croats were mostly Catholic, Serbs and Montenegrins mostly Orthodox, and Bosniaks Muslim. Following the fall of communism in 1991, the federation broke apart through a series of wars. While Slovenia gained independence quickly, the conflicts in Croatia and Bosnia were more protracted, with the Yugoslav army—dominated by Serbs—aiming to create a "Greater Serbia".

The 1995 Dayton Accords ended the fighting in Bosnia but divided the country, leaving roughly half as Republika Srpska, a Serb ethnostate that remains largely isolated from the rest of the nation. The final violent split occurred in 1999 in Kosovo, leading to NATO bombing and Kosovo's unilateral independence in 2008. Since then, Slovenia and Croatia have joined the EU and prospered, while Serbia has aligned more with Russia and Bosnia remains dysfunctional.

Bosnia

Bosnia is the most ethnically diverse of the former republics. During the author's visit, the 15-year-old song "I am from Bosnia, take me to America" saw a resurgence. While the U.S. is viewed as a symbol of wealth, there is resentment regarding the Dayton Accords, which established a tripartite government that many locals blame for state corruption and stagnation. In Sarajevo, the author observed the American Corner in the library and noted that while "heavy-handed" book displays do little, exchange programs (defunded in 2025) successfully generated pro-American sentiment.

The author highlighted the following observations in Bosnia:

  • Migration: Young Bosniaks, including engineering and CS students, often plan to migrate to Germany or Dubai for better opportunities.
  • Tourism: A wave of Arab and Turkish tourism in Sarajevo has brought investment but also sparked backlash regarding tourists seeking "white muslim wives".
  • Ethnic Segregation: The city of Mostar remains deeply segregated. In 1993, Croatian militia destroyed the historic 16th-century bridge, and the Croatian side now displays militia emblems and a large cross on the ridge where artillery was once placed.
  • Yugoslavia Nostalgia: Older generations often view the Yugoslav era as superior, citing higher rates of interethnic marriage, though studies suggest these claims may be exaggerated.

Serbia

Belgrade is described as the only "modern-looking global city" in the region. Serbia benefits from Chinese, Russian, and Turkish capital. Following the 2022 influx of Russians, some locals have reportedly refused to speak Russian, preferring English. Chinese influence is prominent, including a cultural center and hotel built on the site of the U.S. embassy bombed in 1999.

The Serbian rail network is noted for its "Chinese Train Station Design Language," but it has suffered from tragedy. In 2024, an awning collapse at the Novi Sad station killed 16 people, sparking massive anti-government protests.

Montenegro and Albania

Montenegro is on track to join the EU in two years and has already adopted the Euro. The capital, Podgorica, is described as boring but possessing good urbanism. The author noted a prevalence of cheap Chinese consumer goods and a lack of functioning railway crossing gates, leading to common collisions.

Albania is characterized by a dual currency regime (Lek and Euro) and a complete lack of nostalgia for its communist past, which was uniquely isolated. In Tirana, the "attract-tourists plan" involves building "super-weird skyscrapers," such as one shaped like the head of national hero Skanderbeg. The author also witnessed the "Flamingo Revolution" protests, which were sparked by a luxury development deal involving Jared Kushner and Ivanka Trump.

Conclusion

The author concludes that the Balkans, despite recent ethnic violence and high gun ownership, is one of the safest regions for walking. However, regional transit is unreliable, and digital tools like Google Maps are often inaccurate regarding local schedules and station closures. Ultimately, for many young people in the region, the primary "democratic" goal of EU accession is the ability to leave for higher-income countries.

The Geography of Resentment

 The Sequential Theory of Political Animosity provides a place-based framework to explain the global rise of political hostility by adjudicating between "bottom-up" socio-economic explanations and "top-down" political ones. This conceptual framework bridges fragmented literatures—such as those on affective polarization, populism, and social group prejudice—by offering a broader, encompassing definition of political animosity.

Definition of Political Animosity

Within this framework, political animosity is defined as animosity regarding others' behaviors, attitudes, goals, and identities in the realm of politics. Key features of this definition include:

  • Broad Emotional Scope: It encompasses a "family of hostile emotions" including anger, resentment, indignation, contempt, and disgust.
  • Encompassing Targets: Unlike "partisan animosity," which focuses on specific outgroups like parties or ideologies, this concept includes animosity toward the elite establishment, place-based groups (e.g., urban vs. rural), and social groups such as immigrants or the "educated elite".
  • Political Relevance: It specifically concerns how resources, rights, esteem, and power are distributed in society, and the actors influencing government actions.

The Three-Part Sequential Theory

The theory proposes that the rise of this animosity occurs in a specific causal sequence rooted in geographic location:

  1. Bottom-Up Emergence in Declining Places: Widening geographic inequalities generate political animosity in relatively declining areas even before the salient rise of populists. Residents in these areas perceive economic and symbolic threats to their place-based identity, which translates into resentment toward governments and urban centers.
  2. Facilitation of Populist Rise: This pre-existing, accumulated animosity creates an "opportunity structure" that right-wing populists exploit. Consequently, declining places with higher pre-existing animosity show larger electoral swings toward populist candidates.
  3. Top-Down Reaction in Prospering Places: The subsequent electoral success and Manichean rhetoric of populists incite threat perceptions in prospering areas. This produces a reactive political animosity in these "winning" areas, which may previously have had low levels of hostility because the status quo served their interests.

Theoretical Implications

The framework argues that current high "emotional temperatures" in politics are not driven solely by the "left-behind". Instead, it posits a cycle where socio-economic processes first ignite animosity in declining places, while political processes (populist mobilization and victory) later spread and amplify that animosity to prospering places, eventually consuming the entire political landscape. This allows researchers to view animosity as a reaction to context and threat perceptions rather than an inherent trait of specific social groups.


The Sequential Theory of Political Animosity is a place-based framework designed to explain the global rise of political hostility by adjudicating between "bottom-up" socio-economic explanations and "top-down" political ones. This framework proposes that the high "emotional temperature" of current politics is the result of a specific three-part causal sequence that spreads animosity across different geographic areas over time.

Part 1: Bottom-Up Emergence in Declining Places

The theory begins with widening geographic inequalities, where the emergence of the knowledge economy concentrates prosperity in urban hubs while other areas decline.

  • Socio-economic Threats: Residents in relatively declining places experience direct economic threats (e.g., falling property values, loss of services) and symbolic threats (e.g., territorial stigma, sociocultural marginalization).
  • Pre-existing Animosity: These threats generate high levels of political animosity—resentment toward governments, urban centers, and social minorities—before the salient rise of populist politicians. This suggests that economic discontent can translate into political hostility even without elite mobilization.

Part 2: Facilitation of the Rise of Populists

The pre-existing animosity accumulated in declining places creates an "opportunity structure" that right-wing populists can exploit.

  • Electoral Swings: The theory posits that right-wing populists see larger electoral gains specifically in declining places that already exhibited high levels of pre-existing animosity.
  • Direct Link: Findings confirm that once economic decline produces political animosity, that animosity itself has a direct effect on populist support beyond what economic decline alone can explain.

Part 3: Top-Down Reactive Animosity in Prospering Places

The final stage of the sequence occurs when the electoral success and rhetoric of populists incite threat perceptions in prospering areas.

  • Reactive Animosity: Unlike declining places, prospering areas typically exhibit low political animosity before populists rise because the status quo serves their interests. However, once populists win or use salient rhetoric, residents in these "winning" areas perceive a threat to their economic status and political control.
  • The "Gap" Closes: This generates a reactive political animosity toward populist elites, their supporters, and associated social groups (like rural or less-educated voters). This process effectively spreads political animosity to the entire landscape, closing the "animosity gap" between declining and prospering places.

Significance in the Larger Framework

The three-part sequential theory challenges the narrative that rising animosity is exclusively driven by "left-behind" communities or populist supporters. Instead, it offers a cycle where socio-economic processes first ignite animosity in declining places, and political processes (populist victory) later spread it to prospering places. This allows researchers to view animosity as a reaction to context and threat perceptions rather than an inherent trait of specific social groups.


To test the Sequential Theory of Political Animosity, the source utilizes a multi-methodological approach that combines massive social media datasets with deep learning and econometrics to track emotional shifts across time and space. This methodology allows the researcher to move beyond traditional survey-based "feeling thermometers" and capture organic, real-time political discourse.

Data: 3 Billion Geo-located Tweets

The core of the analysis is based on 3 billion tweets collected between 2013 and 2022 by the Harvard Center for Geographic Analysis.

  • Geographic Granularity: The data includes precise GPS coordinates or place tags, allowing the researcher to link individual expressions of animosity to fine-grained local indicators of decline and prosperity, such as U.S. counties, French employment zones, and Korean sigungus.
  • Temporal Reach: Spanning a decade, the data covers the periods before, during, and after the salient rise of right-wing populists (Donald Trump, Marine Le Pen, and Yoon Suk Yeol).
  • Focus on Mass Opinion: To ensure the data reflects the views of ordinary citizens, the researcher excludes tweets from identified bots, job advertisements, and accounts belonging to institutional entities or professional politicians.

Measuring Political Animosity

Measuring animosity in natural language required a two-step deep learning process:

  1. Classification: Using BERT (Bidirectional Encoder Representation Transformer) models, the researcher fine-tuned country-specific language models on hand-coded data to classify whether a tweet was "political". This resulted in a dataset of over 186 million political tweets in the U.S. alone.
  2. Scoring Animosity: The Google Perspective API was used to assign a continuous score (0–100) of animosity to each political tweet, identifying language that is "hateful, aggressive, disrespectful, [or] rude".
  3. Relative vs. Absolute Measures: For decade-long trends, the researcher uses relative percentiles of animosity to account for changes in platform-wide data characteristics over time. For short-term event studies, absolute levels are used.

Measuring Economic Decline and Prosperity

To define the status of a "place," the researcher used specific socioeconomic indicators:

  • Relative Decline: This is primarily measured as the percentile of a place’s economic growth over time.
  • Specific Metrics: Median household income growth was used for the U.S. and France, while per capita Gross Regional Domestic Product (GRDP) was used for South Korea.
  • Community Types: In the U.S. analysis, the data was further broken down into a 15-type county typology (e.g., "Big Cities" vs. "Working Class Country") to see if different types of declining places behaved similarly.

Analytical Framework for Testing the Theory

The theory's three stages were tested using different statistical techniques:

  • H1 & H4 (Pre-existing Animosity): Bivariate linear regressions were used to correlate community characteristics (unemployment, commute times, industry decline) with pre-populist animosity levels.
  • H2 (Populist Swings): The researcher analyzed electoral swings by mapping the size of the vote shift toward populists against both economic decline and pre-existing animosity.
  • H3 & H5 (Reactive Animosity): Interrupted Time Series (ITS) analysis was employed to test for "discontinuous changes" in animosity levels on the exact days of populist campaign launches or election victories.

The geographic findings within the Sequential Political Animosity Theory highlight how spatial inequalities and place-based identities drive the evolution of political hostility across different types of localities. By analyzing geo-located data, the sources uncover specific patterns of animosity that vary according to a location's economic trajectory and its relationship to national power centers.

Spatial Distribution of Pre-existing Animosity

Before the prominent rise of populists, political animosity was geographically concentrated in relatively declining places.

  • Declining Regions: In the U.S., high levels of animosity were found in the American Rust Belt and the economically insecure Deep South. In France, animosity was highest in traditional manufacturing areas in the Northeast, while in South Korea, it was concentrated in primary industry areas in the Southwest, such as the Jeolla province.
  • Community Typologies: In the U.S., "relatively declining" community types—including Working Class Country, Middle Suburbs, and Native American Lands—exhibited high levels of animosity as early as 2013. Conversely, culturally conservative areas like Evangelical Hubs and Graying America initially showed lower levels of outward animosity but were later brought into antagonistic politics through populist mobilization.

Urban-Rural vs. Center-Periphery Inequality

The geographic findings demonstrate that different national structures influence where animosity emerges.

  • Multi-centric vs. Mono-centric: In the multi-centric U.S., animosity followed a broad urban-rural divide. In the mono-centric systems of France and Korea, however, center-periphery inequality was more salient.
  • The "Bedroom Community" Effect: In France and Korea, political animosity was relatively low inside the capital cities (Paris and Seoul) but significantly higher in their surrounding bedroom communities. Findings show that longer commutes were strongly associated with higher pre-existing animosity in the Seoul metropolitan area, reflecting the frustration of residents living in the periphery of prospering centers.

The Geographic Shift: Prospering Places React

A key finding of the sequential theory is the dramatic shift in animosity within prospering areas following populist successes.

  • Reactive Surge: Areas like Big Cities, Urban Burbs, and College Towns initially expressed the lowest levels of political animosity. However, following the election of figures like Donald Trump or Yoon Suk Yeol, these "winning" areas experienced the sharpest increases in animosity, effectively closing the geographic "animosity gap".
  • Within-City Dynamics: In Paris, a distinct shift occurred where pre-existing animosity was originally higher in deprived outer arrondissements; after Marine Le Pen's 2017 campaign, animosity surged in the wealthier central arrondissements, suggesting a reactive response from the urban elite to the populist threat.

Indicators of Geographic Resentment

The sources identify several local factors that correlate with high pre-existing political animosity in a given area.

  • Economic Decline: Manifestations of decline—such as falling housing values, population loss, and industrial employment decline—are consistently associated with higher animosity.
  • Service Deprivation: In France and Korea, weaker provision of public services and cultural facilities at the local level was a significant predictor of regional resentment.
  • Place Attachment: The findings suggest that when economic threats overlap with geographic segregation, people develop exaggerated perceptions of group differences, which intensifies animosity toward distant, prospering outgroups.

The Sequential Theory of Political Animosity offers a place-based framework that integrates "bottom-up" socioeconomic factors with "top-down" political processes to explain the global rise of political hostility. The core takeaways from the sources center on the timing, location, and reactive nature of this animosity across the political landscape.

1. Animosity Emerges Organically in Declining Places

A primary takeaway is that political animosity often develops before the rise of salient populist mobilization. In relatively declining areas—such as the American Rust Belt, French manufacturing zones, or Korean primary industry regions—widening geographic inequalities generate economic and symbolic threats. These threats translate into organic resentment toward governments and distant urban centers even without elite cues, suggesting that economic discontent can become politicized through internal psychological mechanisms.

2. Pre-existing Animosity as an "Opportunity Structure"

The sources highlight that this accumulated hostility in declining places is a prerequisite for populist breakthroughs. Data from the U.S. and France confirm that declining regions with higher pre-existing animosity exhibited larger electoral swings toward right-wing populists like Donald Trump and Marine Le Pen. In this sense, the animosity generated by geographic inequality serves as an opportunity structure that populists exploit to gain power.

3. The "Animosity Gap" Closes Through Reactive Hostility

One of the most significant takeaways is the phenomenon of top-down reactive animosity in prospering areas.

  • Initial Security: Prospering places (e.g., big cities and college towns) typically begin with low animosity because the status quo serves their interests.
  • The Reaction: When populists achieve salient victories or use aggressive rhetoric, residents in these "winning" areas perceive a threat to their social status and political control.
  • The Result: This triggers a sharp increase in hostility toward populists and their supporters, effectively closing the geographic animosity gap and spreading political hostility to the entire nation.

4. Broadened Conceptualization of Animosity

The theory moves beyond traditional "partisan animosity"—which focuses on dislike for opposing parties—to a broader concept of political animosity. This definition encompasses a "family of hostile emotions" (anger, contempt, disgust) directed at a wide range of targets, including the elite establishment, urban or rural residents, and specific social groups like immigrants or the "uneducated". This allows for a comparison of animosity across different segments of society that may not have strong traditional partisan identities.

5. Normative Threats to Liberal Democracy

The final takeaway concerns the long-term health of democratic systems. As animosity consumes the political sphere, it fosters anti-pluralistic governance desires:

  • Populism in Declining Places: Residents may desire the unchecked governance of the "will of the people," potentially ignoring liberal principles.
  • Elitism in Prospering Places: Reactive hostility in prospering hubs can transform into technocratic elitism, where residents may feel that "ordinary people" lack the knowledge to make sensible judgments, potentially contradicting democratic principles.

Ultimately, the sources argue that high political temperatures are not just a trait of certain groups but are reactions to context and threat perceptions that cycle through different geographic regions.



Newspaper Summary 260726

 Based on the source material from the July 26, 2026, edition of BusinessLine Portfolio, here is the reproduction of the article titled "The many routes to alpha" (which appears under the main headline "The many routes to PMS"):

The many routes to alpha

DEEP DIVE. PMS investing is primarily a manager-selection decision, not merely a choice between strategies. Here’s a peek into the PMS industry, where we analyse 530 SEBI-registered portfolio managers.

PMS IN BRIEF

  • PMS is designed mainly for affluent investors, family offices, and institutions seeking a separately managed account rather than units in a pooled fund.
  • Minimum investment: ₹50 lakh.
  • Direct ownership: Securities are generally held in the investor’s individual account and cash remains in a designated bank account.
  • Discretionary PMS: The manager makes and executes investment decisions on the client's behalf.
  • Non-discretionary PMS: Transactions require the client's approval.
  • Advisory PMS: The manager gives advice, while the client makes and executes the decisions.
  • Customisation varies: Many providers run model strategies, although PMS can offer more flexibility than standardised mutual fund categories.

Introduction

Portfolio Management Services (PMS) managers have greater freedom to run concentrated portfolios than though standard benchmark outperforming diversified mutual fund strategies. AM portfolio analysis of 554 active PMS strategies shows that category-average returns beat the relevant benchmarks in three of the six equity categories examined over five years. Mid-cap stood out as a challenging segment, as no manager managed to surpass the Nifty Midcap 150 TRI. Multi and Flexi-cap PMS fared better, with one in three in the first age and about 2 out of 3 strategies in the second beating the Nifty 500 TRI.

The wide gap between category averages and the best-performing managers carries a second message. PMS investing is primarily a manager-selection decision, not merely a choice between strategies. A concentrated portfolio can produce excess returns (alpha) when the manager is right, but it can significantly underperform when the manager's selection calls go wrong.

As of June 2024, India had 530 SEBI-registered portfolio managers. The industry’s total assets under management managed ₹30.8 lakh crore (excluding EPFO assets) across discretionary, non-discretionary, and advisory services.

How We Did It

The Association of Portfolio Managers in India (APMI) lists about 1,370 PMS strategies, including active and inactive offerings. This Portfolio analysis uses PMS Bazaar data covering 554 active model portfolios or primary strategies across 15 categories.

Equity strategies were assessed on five-year returns ended June 30, 2024. Debt, multi-asset, MF-PMS and arbitrage strategies were ranked on three-year returns because only a few offerings in these segments had a five-year track record. Performance is reported using the Time-Weighted Rate of Return (TWRR), which is designed to separate the manager's investment performance from the timing of client cash flows.

Cost and Tax

Before we delve into PMS performance, understand three important things.

  • Fees: Total expenses for a PMS can reflect the full cost of PMS investing. A fixed fee (usually 1.5–2.5 per cent), performance-linked (20 per cent above a hurdle rate), or hybrid structures.
  • Tax: A portfolio churn can create tax even without a withdrawal. In an equity mutual fund, tax generally arises when the investor redeems units. In a PMS, securities are bought and sold in the client’s own account. Portfolio churn can, therefore, crystallize short- or long-term capital gains even when the client has not withdrawn money.
  • Transparency: Reporting similar mutual funds can deliver different post-tax results.

PMS Performance

Here is how categories performed:

  • Large-cap: Large-cap PMS strategies produced a mixed result. The category delivered an average annualised return of 10.4 per cent over five years, slightly ahead of the Nifty 100 TRI’s 10.3 per cent.
  • Large and mid-cap: The large and mid-cap category returned an average 13.4 per cent a year, trailing the Nifty LargeMidcap 250 TRI’s 14.5 per cent.
  • Mid-cap: Mid-cap was the weakest equity PMS category in the study; its five-year average annualised return of 12.8 per cent trailed the Nifty Midcap 150 TRI’s 18.3 per cent.
  • Small-cap: The small-cap category returned an average 19.1 per cent a year, beating the Nifty Smallcap 250 TRI’s 16.8 per cent.
  • Multi-cap and flexi-cap: Broadly better performing, these 106 strategies delivered an average annualised return of 14.8 per cent, outperforming the Nifty 500 TRI’s 12.3 per cent.

Beyond Pure-Equity PMS

  • Multi-asset: Multi-asset PMS strategies can move dynamically across equities, debt, gold and silver exchange-traded funds, and permitted overseas funds.
  • Debt: Yield-oriented debt PMS strategies may pursue capital appreciation, regular income or yield enhancement, with materially different profiles for interest rate, credit, concentration and liquidity risk.
  • PMS-The Layered structure: MF-PMS offerings manage portfolios made up entirely of mutual funds for affluent investors who want professional asset allocation, fund selection and rebalancing.

What SEBI’S July 2026 proposals could change

SEBI’s July 23, 2026 consultation paper proposes a wider investment framework for PMS providers. These are proposals, not final rules.

Key proposed changes include:

  • Expanded Investment Scope: If adopted, discretionary PMS managers could invest in to-be-listed securities, allocate up to 10 per cent of client assets to investment-grade unlisted debt, and access specified overseas equities, debt securities, and funds, subject to applicable limits and explicit client consent.
  • MF-PMS and Non-Discretionary Framework: A framework has also been proposed for non-discretionary only PMS or MF-PMS. Such portfolios could invest in the direct plans of mutual funds, ETFs, and specialised investment funds.
  • Lower Entry Barrier: The minimum investment client count could be reduced from ₹50 lakh to ₹25 lakh, which would widen access to mass-affluent investors.
  • Fee Adjustments: PMS-level (re-)load provisions may be waived to avoid double charging.
  • Leverage and Exposure: The proposed development is expected to take total exposure of up to 1.25 times client AUM, including limited leverage through listed options and exposure with explicit client consent.
  • Portability: Easier demat-account portability between different PMS providers has also been suggested.

How investors should evaluate a PMS

Here are some important ways with which PMS returns can be assessed:

  • Start with the return that remains after every cost: Compare performance after management fees, performance fees, operating expenses and transaction charges. A strategy that marginally beats an index before these costs may leave the individual investor worse off than a low-cost passive alternative.
  • Prefer consistency over one point-to-point CAGR: A five-year CAGR can be dominated by the starting and ending dates. If possible, examine three- and five-year rolling returns, the proportion of periods in which the strategy beat the benchmark and whether outperformance persisted under the same portfolio manager and investment process.
  • Measure the pain taken to earn the return: Maximum drawdown, downside capture and recovery time reveal risks hidden by an annualised return. A concentrated strategy may outperform over a full cycle but expose the investor to losses that are difficult to tolerate or recover from.
  • Check concentration, turnover and category drift: Study the top-five and top-10 holdings, sector concentrations, cash allocation and annual portfolio turnover. Also check whether the present portfolio still resembles the stated strategy. A product labelled small-cap, multi-asset or debt may have materially changed its exposure over time.
  • Assess the manager, not just the strategy name: Confirm who generated the historical record, whether that person still manages the strategy and whether the investment process is repeatable. A top ranking becomes less relevant after a manager change, a change in assets or a significant alteration in the mandate.

The Silver-Shanghai technical link

DEVIL’S RETREAT. Silver can also remain stuck in a wide sideways range if it follows the path of Shanghai Composite index.

By Gurumurthy K

Things have turned around all of a sudden for the devil’s metal, as silver is often called, aboard and volatile price swings. The price has tumbled over 30 per cent from its record high of $121 per ounce. Silver (spot price) is currently trading at $38 per ounce.

Silver started the year with a bang by surging 70 per cent and recording a high of $121 per ounce in January. This is the first time in history that the poor man’s gold has risen above the psychological $100-mark. Prior to this rise, the price had skyrocketed 148 per cent in 2025, the highest for any year since 1979. Robust inflows into the silver-backed Exchange Traded Products (ETPs), dealers holding up huge long positions and strong retail demand in India were major factors that drove the price higher.

The big question now is where the silver price is headed. From a pure technical point of view, the connection of silver with the Shanghai Composite index is hinting that silver is headed for a prolonged sideways move, going forward. Before getting into these details, let us first see what caused the sudden fall in silver price and some other factors that are likely to impact the price in future.

THE TRIGGER

The Chicago Mercantile Exchange (CME) increasing the initial and maintenance margin for silver twice in May and June 2026, triggered the sudden price reversal.

The initial margin was increased from 11 per cent/12.1 per cent to 15 per cent/16.5 per cent. The maintenance margin, on the other hand, was increased to 15 per cent from 11 per cent. Following this announcement, silver price crashed over 35 per cent on a single day on January 30 from a high of around $118 to a low of $74, as traders rushed to book profits and exit their trades.

DEMAND AND SUPPLY

According to the Metal Focus World Silver Survey 2026 released by The Silver Institute, a deficit in silver is likely for the sixth consecutive year. It is estimated that there will be a deficit of 46 million ounces for this year. This deficit will be about six million ounces higher than the one seen in 2025.

The supply/demand scenario can remain uncertain due to the ongoing geopolitical tensions. So, this may not have a major say on the price movement, going forward.

But, we see the US dollar and gold/silver ratio as the major factors driving the silver price either way, this year.

DOLLAR IMPACT

A close study on the price movement since the beginning of this year shows that the silver price has been largely driven by the dollar (see the chart). The dollar index has strengthened from a low of 95.5 in January to 101.45 now.

A surge in oil price on the back of the on-going US-Iran war has pushed the US yields higher. That, in turn, is supporting the dollar strength. The US Federal Reserve has kept the room for one rate hike this year. This can support the dollar to remain strong. As long as the dollar index stays above 100, it has the potential to test 103 finally and even 105-106 eventually in the coming months.

So, the upside in the silver price can be capped on the back of the strong dollar.

GOLD/SILVER RATIO

The surge in silver price to $121 in January dragged the gold/silver ratio to a low of about 43.5. This was the first time in the last 15 years that the ratio had declined below 50. Prior to this fall, the average value of this ratio had been around 80 since 2015. Barring the dip to 30 in 2011 and the rise to 127 in 2020, the ratio has been moving inside a wide range of 40-100 since 1984.

The ratio has now come up to 69. Based on technical analysis, it can rise to 76-78 in the coming months. Gold ($3,052 per ounce) has room for a fall to $3,800-$3,750. The upside can be capped at $4,300 from here.

For a range of $3,750-4,300 in gold and 66-78 in the gold/silver ratio, we get an average price of $56 for silver. This suggests that silver price can remain subdued.

CHINESE CONNECTION

The movement in silver price shows that the recent movement in silver is similar to that of the earlier movement in the Shanghai Composite Index.

The movement in silver price since April 2024, is similar to that of Shanghai Composite index (see chart). If silver follows the same trend sustained, then it suggests that the upside in silver can be capped at $70.

Historical movement shows that the Shanghai Composite index ran into a multi-year sideways consolidation from 2016 to 2024.

This suggests that silver can also remain stuck in a wide range of $40-70, going forward.


GLOBAL BOARDROOM CHATTER

What they say on their India plans

With India being the fastest-growing large economy, "what is your India plan" is a common topic in boardrooms of most global corporations. One important source to distill their India plans is from their quarterly earnings calls. This column presents what CEOs of global corporations are saying about India, along with news and insights from the key global business and earnings season. With the June quarter earnings season in progress, here are some global firms that reported their earnings last week:

  • West Pharmaceutical Services, Inc. (UST, m-cap $23.1 billion): The US-based injectable-drug-packaging company identified India as its second-fastest-growing market, supported by new biosimilar approvals and increasing demand for GLP-1 products.
    • Quote: "Global expansion continues. India is our largest geographic growth engine after China. Growth is broad-based but led by generic and biosimilar GLP-1 products, where we are participating in several newly-approved Indian programmes and will scale alongside our customers".
  • Airbus SE (AIR, €161.9 billion): The aerospace major opened a helicopter assembly line in India to expand capacity and serve rapidly-growing civil and military markets.
    • Quote: "We opened a new assembly line in India as helicopter demand is growing for both civilian and defence markets. The facility expands our production capacity and adds India to our global helicopter industrial footprint, alongside France, Germany, the US and Brazil".
  • Valeo SE (FR, €3.1 billion): The automotive component supplier is expanding Indian manufacturing for electric vehicles (EV) and ADAS systems, targeting a three-fold increase in local sales by 2028.
    • Quote: "We are investing in a new 3-in-1 e-Axle production line for Indian EVs and expanding our advanced driver camera line for local OEMs. We expect India sales to reach €700 million by 2028, three times 2023 levels".
  • Nestlé S.A. (NESN, CHF 204.0 billion): The consumer goods major expects India to remain a key growth engine despite recent slower growth even as favourable sales-tax comparisons begin to normalise.
    • Quote: "India continues to benefit from the sales-tax change, although the macro-economic and consumer environment is becoming tougher. Nevertheless, we still expect double-digit growth and see significant potential".
  • 3M Company (MMM, $87.5 billion): The diversified industrial company reported a seventh consecutive quarter of double-digit growth in India, supported by expanded sales coverage and a dedicated local organisation.
    • Quote: "India led double-digit growth across Asia, extending its growth streak. Our dedicated India-based team are driving this through a hybrid organisational model combining global business groups and central corporate functions to boost performance".
  • Crown Holdings, Inc. (CCK, $12.8 billion): The beverage-can manufacturer plans to invest approximately $250 million in a new Indian plant with two high-speed production lines, supported by long-term customer commitments.
    • Quote: "A new plant in India with two high-speed lines will cost around $250 million, depending on land and construction costs. We expect commitments covering at least 75 per cent of its volume, highlighting the long-term potential of India’s consumer economics. The site has been selected but remains undisclosed while land negotiations conclude".
  • Based on the July 26, 2026, edition of BusinessLine Portfolio, here is the reproduction of the market analysis article from page 7:

    Short-term picture flips weak

    By Gurumurthy K, bl research bureau

    Nifty and Nifty Bank have been beaten down badly last week. We had expected the indices to sustain the initial fall and go higher. That view has gone wrong. Crude oil price hitting the $100 per barrel mark on the back of the US-Iran war is weighing on the Indian markets.

    Sensex and Nifty fell 2.7 and 2.3 per cent, respectively. Nifty Bank was the worst hit and was down over 3 per cent. On the sectoral front, BSE Realty, Private Bank and BSE Bankex indices fell the most. Both indices declined by 4.9 and 2.9 per cent last week.

    The benchmark indices have indeed declined below their intermediate supports, which is contrary to our expectation. The recent price action has started to impinge on our expectations. So, we now prefer to step aside and watch the price action without taking any specific position until we get some clarity.

    Nifty 50 (23,767.45)

    • Short-term view: The picture looks like a head and shoulder formation on the daily chart. Key resistance for this week is at 23,800. A break below 23,700 can drag it further down to 23,400 and even lower. For the index to negate this fall, Nifty has to breach 24,000 decisively. Only then the upside will open up to revisit 24,400-24,500 again.
    • Medium-term view: Our view remains bullish in the broad 22,000-26,500 range as long as the index stays above 22,000. A fall to 23,000 could lead to 22,500 and lower levels. However, for now, there is no change in the broader bullish view of Nifty seeing 26,000 or even 30,000 in the long term; it is only that the rally can now happen with a delay.

    Nifty Bank (56,693.50)

    • Short-term view: The fall below 57,000 has turned the short-term picture weak. A crucial support is around 55,000. A bounce from there can take the index up to 57,400 or 57,700, but a break below 55,000 will be bearish.
    • Medium-term view: The level of 55,000 is a crucial support. A break below it can drag the index to 53,500 or even 51,000. Key resistance is around 59,000; a sustained break above it is needed to strengthen the bullish case for 65,000 in the medium term.

    Sensex (76,069.77)

    • Short-term view: The fall below 76,500 is a negative. Immediate resistance is at 76,200. There is room for a fall to 74,800 or 74,500. A bounce from this region will give relief, but a break below 74,500 can lead to 73,300.
    • Medium-term view: While there is a struggle within the 71,000-86,000 range, our long-term bullish view remains unchanged. We expect the Sensex to eventually breach 86,000 and rally toward 94,000.

    Nifty Midcap 150 (22,685.25)

    The index declined well beyond its first support level of 22,750. Failure to rise back above 22,800 can drag it down to 22,000-21,500. The long-term bullish view remains, with an eventual target of 28,000-28,500, unless the index declines below the 21,000-20,800 support zone.

    Nifty Smallcap 250 (17,601.20)

    A crucial support is in the 17,500-17,400 region. If it sustains this, a rise to 17,800-18,000 is possible, keeping the broader bullish view for 22,500-25,000 intact. A decline below 17,400 could lead to 16,500 or lower.


    INDEX OUTLOOK SIDEBAR

    The benchmark indices should hold above their immediate support to avoid more fall.

    Key Supports to Watch:

    • Nifty 50: 23,620
    • Sensex: 74,500
    • Nifty Bank: 55,500

Any rally in US markets will be capped and can be short-lived

US MARKET OUTLOOK. Any rally from here will be capped and can be short-lived.

By Gurumurthy K

The Dow Jones Industrial Average fell for the third consecutive week. The S&P 500 and the NASDAQ Composite indices were also down for the second week in a row. The Dow Jones and S&P 500 were down 0.28 per cent and 0.61 per cent, respectively. The NASDAQ Composite was knocked down over 2 per cent last week.

The price action over the last few weeks indicates that the US benchmark indices are struggling to rise and are turning down. Near-term supports are there for all the three indices. A break below it can drag the indices further lower in the coming weeks. Any bounce from here will be capped and can be short-lived.

DOW JONES (31,952.20)

The fall last week extended well below the 50-day moving average, currently at 31,650. The index touched a low of 31,450 before rising slightly from there. If it manages to get a good follow-through rise, then 32,350 or 32,500 can be seen this week. The region between 32,150 and 32,250 is a strong resistance which can cap the upside. The Dow Jones can reverse lower either from 32,350 itself or after a move up to 32,500. A fall back to 31,800 is likely. A decisive break below 31,800 can then drag it down to 31,300 or 31,200.

S&P 500 (7,411.97)

The fall is slow, but the downside is gradually increasing. The index has to rise past 7,500 to get a breather. However, that looks less likely as the price action on the daily chart indicates the struggle to rise past 7,450. That keeps the S&P 500 index vulnerable to a break below 7,400. Such a break can drag the index to 7,300, 7,250 or even 7,200-7,180 in the coming weeks.

NASDAQ COMPOSITE (24,975.82)

The index has just broken the key support level of 25,000. That keeps our overall bearish view intact. The next key target is 23,700-24,100, which can be tested this week. Resistance for the NASDAQ Composite index is at 25,500, and even 26,000 in the coming weeks.


MOMENTUM GAINS

The US 10Y Treasury Yield can rise to 4.8 per cent.

DOLLAR OUTLOOK

The dollar index (101.45) has risen well, breaking above the 101.20 resistance. This has negated the danger of seeing 100.20 in the short term. The region between 101.20 and 101 will act as a strong support now and limit the downside. The outlook is bullish. The dollar index can now rise to 102.50 from here initially and then 103 eventually. Such a rise will also keep our medium-term bullish view to see 105-106 on the upside intact. The index has to decline below 100.80 to bring back the chances of the fall to 100. But that looks less likely.

TREASURY YIELD

The US 10-Yr Treasury Yield (4.68 per cent) sustained well above the 4.60 per cent support as expected. Indeed, it has surged well breaking above the key resistance level of 4.6 per cent. A strong surge in crude oil price has pushed the yields higher. Our overall bullish view remains intact. The rise to 4.8 per cent is happening in line with our expectation. Resistance is around 4.8 per cent. If the current momentum sustains, there is potential to see 5 per cent on the upside. We will have to wait and watch.


New 10% US Section 301 tariff puts pressure on gems/jewellery exports

COSTLY DEALS. Rivals benefit from duty-free access, offsetting India’s tariff advantage over some countries.

By Amiti Sen, NEW DELHI

The US decision to impose a 10 per cent additional tariff on Indian exports under its new Section 301 forced-labour regime has put the country’s gems and jewellery exporters under pressure, although India enjoys a tariff advantage over several competing manufacturing hubs.

The Gem and Jewellery Export Promotion Council (GJEPC) said the new tariff will pose challenges for Indian exporters, particularly in the face of competing diamond trading centres, such as in the EU and Africa, continuing to enjoy duty-free access for natural diamonds.

“European Union (Belgium), a global diamond trading hub, continues to enjoy a zero per cent preferential tariff on natural diamonds, while comparable Indian origin diamonds attract a 10 per cent duty, creating a significant competitive gap for Indian exporters,” GJEPC noted in a statement on Saturday.

While India enjoys a tariff advantage over countries such as China, Hong Kong, Thailand, Türkiye, the UAE, Israel and Vietnam, which are being charged a higher additional tariff of 12.5 per cent, several major diamond producing countries—including Botswana, Namibia, the Democratic Republic of the Congo, Zimbabwe, Sierra Leone, Liberia, Ghana, Tanzania and Mauritius—remain outside the scope of the current Section 301 action, the statement noted.

HIGHER DUTIES

The new Section 301 regime, which came into effect on July 24, 2026, replaces the temporary 10 per cent Section 122 tariffs, following investigations by the US Trade Representative into the manufacture, production and enforcement of prohibitions on imports produced with forced labour across 60 economies.

Jewellery exports will continue to attract a total duty of approximately 5.5 per cent to 6.5 per cent, in addition to the additional 10 per cent Section 301 tariff, taking the effective import duty to approximately 15.5 per cent to 16.5 per cent. Lab-grown diamonds and synthetic stones also remain subject to the 10 per cent additional tariff.

“Imposing a 10 per cent US tariff under the new Section 301 regime, while at all justified, remains a challenge for India’s gem and jewellery exports, particularly as key competing trading centres in diamond continue to enjoy duty-free access for natural diamonds,” GJEPC chairman Kirit Bhansali said.

He said India’s placement in the lower tariff band provides some relative competitiveness for jewellery exports but added that bridging the remaining tariff gaps through a free India-US bilateral trade agreement and securing tariff relief for natural diamonds and coloured gemstones remain key priorities.


Chennai Metro to extend services to Chengalpattu; invites bids for DPR

By T E Raja Simhan, CHENNAI

Chennai Metro Rail Ltd (CMRL) has initiated plans to extend the metro network from Chennai airport to Chengalpattu, the “gateway” to the rapidly growing southern suburbs. CMRL is in the process of preparing a Detailed Project Report (DPR) for extending the metro up to Chengalpattu via Tambaram, for a stretch of about 25 km, as part of Corridor-1 (Phase-I).

The proposed extension builds on the Chennai Airport-Kilambakkam Metro project, for which CMRL submitted a DPR to the State government in February 2023. The 15.46-km elevated corridor, estimated to cost ₹4,080 crore, including an elevated road, will have 13 stations and connect Chennai Airport with the Kilambakkam bus terminus.

SEAMLESS NETWORK

According to the DPR, the Metro corridor has been proposed to parallel, while the elevated road will run at Level 1, providing seamless connectivity to the Kilambakkam terminus. Intermediate ramps are planned near Tambaram to provide access to the Outer Ring Road. The elevated road has also been designed with provision for a future expansion to Chengalpattu.

Apart from the Chengalpattu proposal, CMRL has also floated a tender to prepare a DPR for extending Corridor-5 (Phase II) from Assisi Nagar in Madhavaram to Wimco Nagar in North Chennai, an 11 km stretch. These extensions aim to help strengthen Metro connectivity in North Chennai by linking with the existing Wimco Nagar Metro station.



Saturday, July 25, 2026

The Class-Skewed Great Awokening

 The provided source develops a status-signaling account to explain why the "Great Awokening"—the marked rise in racial liberalism among white liberals between 2010 and 2020—was fundamentally class-skewed. This account suggests that political expressions serve as social signals used to communicate moral character and group loyalty within specific social environments.

The Status-Signaling Account and Class Dynamics

The status-signaling framework argues that affluent white liberals are uniquely positioned at the intersection of two conflicting forces:

  • Reputational Incentives: High-income liberals are often embedded in dense, politically homogeneous elite networks. In these environments, publicly aligning with anti-racist norms carries significant reputational value.
  • Material Constraints: These same individuals are tied to tax bases and "scarce positional goods," such as elite schools and neighborhoods, which material redistribution would directly unsettle.

As a result, the "Great Awokening" is characterized not as a broad ideological transformation, but as a selective shift concentrated among high-income white liberals. While education represents longer-run ideological formation, income better captures exposure to social environments where political expression carries immediate reputational weight.

The Recognition-Redistribution Gap

A central finding of the sources is the emergence of a sharp recognition-redistribution gap. This gap is defined by a divergence between symbolic commitments and material policy support:

  • Recognition (Symbolic): Involves acknowledging discrimination and expressing solidarity. These actions are highly visible, low-cost, and socially rewarded in liberal networks. The source finds that high-income white liberals led the surge in racially liberal attitudes and police disfavorability following the murder of George Floyd.
  • Redistribution (Material): Involves policies like taxation, universal healthcare, or reparations that impose direct fiscal burdens or threaten existing advantages. The research shows little to no movement on these redistributive preferences among affluent liberals, even when such claims were salient in protest discourse.

Key Evidence for Status-Signaling

The source provides several empirical tests to support this signaling account over simpler explanations like "generalized liberal updating":

  • Implicit Bias vs. Test Uptake: In Study 4, an income gap emerged in implicit-bias test uptake (a voluntary, visible form of engagement with a bias-awareness tool) but not in actual implicit-bias scores, which are less amenable to "impression management".
  • Temporal Volatility: Recognitional responses were found to be short-lived and front-loaded, spiking immediately after the George Floyd "shock" and rapidly decaying as social pressure receded.
  • Domain Specificity: The class-skewed response was limited to racially salient recognition; no comparable income gradients appeared for unrelated cultural issues like abortion or immigration.

The Larger Context of the Great Awokening

In the broader context, the sources argue that the Great Awokening reflects "recognitional politics without commensurate redistribution". This aligns with concerns regarding elite capture in identity politics, where political agendas are defined by advantaged actors whose commitments remain centered on symbolic and discursive action rather than structural change. Ultimately, the data suggests that while the Great Awokening meaningfully shifted attitudes and public discourse, it left the "harder politics of redistribution" largely unaddressed.


The sources define the recognition-redistribution gap as a fundamental divergence in how the "Great Awokening"—the surge in racial liberalism among white liberals between 2010 and 2020—manifested across different social classes. While this period is often framed as a broad "racial reckoning," the research indicates it was a class-skewed phenomenon where affluent white liberals adopted highly visible symbolic commitments but resisted material policy changes.

Defining the Gap

The gap represents two distinct domains of political expression that failed to align during the Great Awokening:

  • Symbolic Recognition: This involves acknowledging discrimination, expressing solidarity, and adopting anti-racist language. These actions are characterized as highly visible, low-cost, and socially rewarded within elite liberal networks.
  • Material Redistribution: This involves policies that impose direct fiscal burdens or threaten "opportunity hoarding," such as progressive taxation, universal healthcare, or reparations. These are high-cost actions that directly conflict with the material interests of the affluent.

The Status-Signaling Account and Class

The sources argue that the recognition-redistribution gap is driven by a status-signaling mechanism unique to the liberal upper class. Affluent white liberals are often embedded in dense, politically homogeneous environments where expressing anti-racist norms carries significant reputational value.

However, these same individuals are tied to tax bases and "scarce positional goods"—such as elite schools and neighborhoods—that material redistribution would unsettle. Consequently, their response to racial shocks like the murder of George Floyd was concentrated in the "expressive domain," allowing them to signal moral character without incurring material costs.

Empirical Evidence of the Gap

The research provides several layers of evidence showing that this gap is widest among high-income liberals:

  • Attitudinal Divergence: Study 1 found that following the George Floyd shock, white liberals in the top income quintile showed massive shifts in racial liberalism and police disfavorability but zero movement on economic redistribution or reparations.
  • Discourse Reallocation: Study 2 examined local public meetings and found that affluent, white, Democratic ("AWL") contexts reallocated their agendas toward racial recognition discourse after May 2020, while discourse regarding redistribution (housing, budgets, services) remained flat.
  • Lack of Spillover: Study 3 used panel data to show that even when individuals became more "recognitional" in their views, those changes did not reliably translate into increased support for redistributive policies over time.
  • Behavioral Signaling: Study 4 revealed that high-income liberals led a surge in implicit-bias test uptake (a visible, discretionary act of self-monitoring) but showed no comparable change in their actual implicit-bias scores.

The Context of Elite Capture

In the larger context of American politics, this gap points toward "elite capture" in identity politics. When political agendas are defined by advantaged actors, the movement's goals may shift toward symbolic and discursive action rather than structural reform.

The sources conclude that while the Great Awokening meaningfully transformed racial attitudes and public discourse, it remained a "recognitional politics without commensurate redistribution". Ultimately, the surge in racial liberalism was most intense where alignment was visible and short-lived, leaving the "harder politics of redistribution" largely unaddressed.


The findings across five distinct studies demonstrate that the "Great Awokening" was a class-skewed phenomenon, characterized by a sharp divergence between symbolic commitments and material policy preferences among affluent white liberals. The research identifies a "recognition-redistribution gap," where the surge in racial liberalism was concentrated in low-cost, highly visible expressive domains rather than in policies that would impose material costs on the wealthy.

Synthesis of Findings Across Five Studies

The studies utilized national surveys, local meeting transcripts, panel data, and implicit bias tests to evaluate how different social groups responded to racial justice "shocks," primarily the murder of George Floyd.

  • Study 1: Individual Attitudes. High-income white liberal Democrats showed massive shifts in racial recognition (acknowledging discrimination) and police disfavorability following the 2020 protests. However, there was zero movement among this group on economic redistribution, universal healthcare, or reparations.
  • Study 2: Public Discourse. In local government meetings, affluent, white, Democratic contexts significantly reallocated their agendas toward racial recognition discourse (e.g., "racial justice," "equity"). Meanwhile, discourse regarding material redistribution, such as housing and budgets, remained flat.
  • Study 3: Medium-Run Translation. Panel data tracking the same individuals over time showed that becoming more "recognitional" in racial views did not translate into increased support for redistributive policies. This suggests that symbolic and material commitments are decoupled rather than sequential.
  • Study 4: Behavioral Signaling vs. Internal Belief. Following the Floyd murder, there was a massive spike in voluntary implicit-bias test uptake among high-income liberals, which is a visible form of "self-monitoring". Crucially, there was no corresponding income-skewed change in actual implicit-bias scores, which are less subject to "impression management".
  • Study 5: Generalizability. Applying the same framework to a 2014 racial-policing shock confirmed that this class-skewed pattern—where affluent liberals lead on recognition but not redistribution—is not unique to 2020 but reflects a broader feature of liberal political expression.

The Role of Class in the Great Awokening

The findings recast the Great Awokening not as a broad ideological transformation, but as a shift governed by the status-signaling incentives of the liberal upper class.

  1. Reputational Incentives: Affluent liberals are often embedded in dense, politically homogeneous networks where expressing anti-racist norms carries high reputational value.
  2. Material Constraints: These same individuals are tied to scarce positional goods (such as elite neighborhoods and schools) and tax bases that material redistribution would directly unsettle.
  3. Elite Capture: The sources suggest these findings align with concerns about "elite capture" in identity politics. When the best-positioned participants in a movement define its content, the agenda may shift toward symbolic and discursive action that remains "materially low-cost" to them while leaving underlying structural inequalities unaddressed.

Temporal Dynamics and Volatility

The studies also found that the "recognitional" response was highly volatile and short-lived. While symbolic expressions of solidarity spiked immediately after the George Floyd "focusing event," they decayed rapidly as social pressure and media salience receded. In contrast, redistributive preferences—anchored in stable material interests—showed almost no change throughout the entire period.


The core takeaway from the sources is that the "Great Awokening"—the surge in racial liberalism among white liberals—was a class-skewed phenomenon concentrated primarily among high-income individuals. This transformation is defined not as a broad ideological shift, but as a period of recognitional politics without commensurate redistribution.

The Recognition-Redistribution Gap

A primary finding is the emergence of a sharp divide between two domains of political expression:

  • Symbolic Recognition: This includes acknowledging discrimination, expressing solidarity, and adopting anti-racist language. The sources describe these as highly visible, low-cost, and socially rewarded actions.
  • Material Redistribution: This involves policies that impose direct fiscal burdens or threaten "opportunity hoarding," such as tax increases, universal healthcare, or reparations.

The research shows that while affluent white liberals led the surge in recognitional attitudes and police disfavorability after 2020, they showed little to no movement in their preferences for material redistribution.

The Status-Signaling Account

The sources explain this class-conditioned response through a status-signaling framework. Affluent white liberals are uniquely positioned at the intersection of two conflicting incentives:

  • Reputational Rewards: They are often embedded in dense, politically homogeneous elite networks where publicly aligning with anti-racist norms carries significant social value.
  • Material Constraints: These same individuals are tied to scarce positional goods—such as elite neighborhoods and schools—and tax bases that structural redistribution would directly unsettle.

Consequently, political expression serves as a social signal of moral character and group loyalty, favoring visible, "materially low-cost" symbolic alignment over costly policy reform.

Key Evidence for Class-Skewed Response

The sources provide empirical evidence to distinguish this signaling account from genuine, broad belief change:

  • Self-Monitoring vs. Belief Change: In Study 4, an income gap emerged in implicit-bias test uptake (a voluntary, visible act of self-monitoring) but not in actual implicit-bias scores, which are less subject to "impression management".
  • Temporal Volatility: Recognitional responses were found to be short-lived and front-loaded, spiking after the George Floyd "shock" and rapidly decaying, whereas redistributive preferences remained stable and flat.
  • Local Agenda Reallocation: Study 2 found that affluent liberal contexts reallocated their public discourse toward recognition after May 2020, while discussion of material issues like housing and budgets remained unchanged.

Elite Capture and Political Voice

In the larger context of class, these findings suggest a pattern of "elite capture" in identity politics. When the best-positioned actors define the political agenda, the resulting "racial reckoning" may prioritize the dimensions of change that are most compatible with their own social and material interests. Ultimately, the sources conclude that the Great Awokening expanded recognition among the affluent but left the "harder politics of redistribution" largely unaddressed.


The sources characterize the murder of George Floyd as a "focusing event" and a high-salience shock that catalyzed the apex of the "Great Awokening." This event triggered an unprecedented surge in media attention, social pressure, and grassroots mobilization, creating a unique setting to observe how different social classes responded to shifting racial norms.

The Role of the "Focusing Event"

The murder of George Floyd is defined as a "focusing event"—a sudden, attention-grabbing occurrence that concentrates public and elite attention on a policy problem and shifts the political agenda.

  • Scale of the Shock: The 2020 protests generated a "bundled shock" to the information environment, with spikes in Google searches, news mentions, and social media activity that dwarfed all previous racial justice mobilizations.
  • Expanding the Scope of Conflict: The event forced visible political alignment, pulling the wider public into debates and intensifying the salience of anti-racist norms.

Class-Skewed Responsiveness

The sources argue that while the Floyd shock was national, the response was highly class-contingent. This is explained through the status-signaling account, which suggests that the "Great Awokening" had a "strong upper-class accent."

  • Affluent Liberals as Leaders: High-income white liberals showed the largest shifts in racial liberalism following the event.
  • Reputational Incentives: Because affluent liberals are often embedded in dense, politically homogeneous networks, the Floyd shock created powerful incentives for them to publicly signal their moral character through visible anti-racist alignment.

The Recognition-Redistribution Gap

The most critical finding regarding the Floyd focusing event is the emergence of a sharp recognition-redistribution gap among the affluent:

  • Surge in Recognition: In the immediate aftermath of the murder, affluent white liberals moved sharply on symbolic recognition—including more favorable racial attitudes and increased police disfavorability.
  • Stagnant Redistribution: Despite the "Movement for Black Lives" explicitly linking the event to material demands like the BREATHE Act, affluent liberals showed zero movement on redistributive policies like taxation, universal healthcare, or reparations.
  • Temporal Volatility: The recognitional surge among the affluent was short-lived and front-loaded, spiking in the first six weeks after the murder and decaying rapidly as social pressure receded.

Behavioral Signaling vs. Belief Change

The Floyd event also highlighted a distinction between self-monitoring and internal belief change. Following the murder, there was a massive income-skewed spike in voluntary implicit-bias test uptake (a visible, effortful form of engagement), but no comparable income gradient appeared in actual implicit-bias scores. This suggests that the response to the focusing event was more about managing social status and reputations than a fundamental shift in underlying associations.

In the larger context, the sources conclude that the George Floyd shock illustrates both the power and the limits of the Great Awokening. While it successfully expanded racial recognition among the upper class, it failed to translate that symbolic momentum into a broad-based support for material redistribution.



Kalecki and the Structuralist View of Economic Development

 In the framework developed by MichaÅ‚ Kalecki and adopted by structuralist economists, the financing of investment in developing nations is viewed not merely as a matter of finding money, but as a complex fiscal and structural challenge. Kalecki argued that in a closed economy, investment essentially finances itself because the act of investing creates a corresponding amount of savings through the generation of income and profits.

The Mechanism of Self-Financing Investment

Kalecki posits that when investment is initiated—whether through bank credit or a firm's liquid reserves—it generates demand that eventually accrues as savings to entrepreneurs.

  • No Formal Financial Limits: Formally, there are no limits to the volume of investment an economy can undertake.
  • The Real Constraint: The actual limitation is not a "supply of saving" but rather the inflationary pressure that arises if the supply of consumption goods cannot meet the increased demand generated by new investment.
  • Public Investment: Because private investment is often low in developing countries due to entrepreneur "unwillingness," public investment becomes crucial for rapid development and does not necessarily create more inflationary pressure than private investment.

Inflation and the "Food Bottleneck"

A central theme in Kalecki's development theory is the distinction between "primary inflation" and speculative hoarding.

  • Supply Inelasticity: Unlike developed economies with excess industrial capacity, developing countries often face a rigid supply of basic necessities, particularly food.
  • The Wage-Price Spiral: If food production does not expand alongside the industrial workforce, food prices rise, reducing real wages. This can trigger a "wage-price spiral" as workers demand higher money wages to compensate for the cost of living.
  • Land Reform as Finance Policy: Kalecki argued that land reform was an essential component of financing development. By breaking the power of landlords and moneylenders—who might otherwise absorb higher food prices as "luxury consumption" or "capital flight"—land reform ensures that agricultural surpluses are reinvested to support further industrial growth.

Foreign Trade and Capital Constraints

In an open economy, development financing is further complicated by the foreign exchange constraint.

  • Import Dependency: Industrialization requires importing capital goods, raw materials, and sometimes food, which puts immediate pressure on the balance of payments.
  • Foreign Capital Issues: While foreign capital can relieve inflationary pressure, Kalecki was wary of its long-term effects.
    • Grants are preferred but often politically tied.
    • Foreign Direct Investment (FDI) can provide equipment but may not align with national development plans and risks "transfer pricing" abuses.
    • Loans create inflexible debt-servicing burdens; Kalecki and Ignacy Sachs argued that loans should ideally be repayable in goods produced by the recipient country.

Kalecki vs. Structuralist Approaches

While Kalecki shared the structuralist skepticism of the international financial system and the "Prebisch-Singer" view of declining terms of trade for primary exports, he critiqued certain structuralist tendencies.

  • Critique of "Hydraulic" Keynesianism: Kalecki rejected the view that simply increasing aggregate demand would lead to growth, noting that developing countries lack the capital equipment (factories and machinery) to respond to that demand.
  • Class Structure: He emphasized that the effectiveness of policy is conditioned by the class structure—specifically how money circulates between workers, traditional merchants, and landowners.
  • The Fiscal Solution: Ultimately, Kalecki viewed development finance as a fiscal problem. He recommended heavy taxation of capitalists and luxury consumption to limit domestic inflation and the demand for imported luxuries, thereby preserving resources for productive investment.

The structuralist framework of economic development, as detailed in the sources, is an analytical approach that views the underdevelopment of certain nations not as a temporary stage, but as a result of their specific structural position within the global capitalist economy.

The following key elements define this framework and its relationship to the work of Michał Kalecki:

Core Foundations: Prebisch-Singer and Import Substitution

The structuralist approach is built upon two fundamental pillars:

  • The Prebisch-Singer Hypothesis: This theory posits that the prices of raw materials (exported by developing countries) rise more slowly than the prices of manufactured goods (exported by industrialized countries). Consequently, financial resources for investment accumulate much more slowly in the "periphery" compared to the "center".
  • Import-Substitution Industrialization (ISI): As a solution to the declining terms of trade, structuralists advocate for expanding domestic demand behind protective tariff barriers. This strategy aims to foster domestic industry to replace imports, utilizing the large surplus labor forces common in developing nations.

Policy Autonomy and "Hydraulic" Keynesianism

Structuralists emphasize the necessity of policy autonomy to allow developing nations to direct their own growth.

  • Fiscal and Monetary Tools: The framework supports capital controls, fixed exchange rates, and the rationing of foreign exchange. It also promotes industrial planning and the direction of credit toward modernizing sectors.
  • The Keynesian Influence: Many structuralists adopted a "hydraulic" Keynesian view, believing that because of large labor reserves, domestic demand could be increased with minimal impact on inflation or nominal wages.

Kalecki’s Critique of the Framework

While Kalecki shared the structuralist skepticism of the international financial system and the foreign exchange constraint, he critiqued several key structuralist assumptions:

  • Capital Scarcity vs. Excess Capacity: Kalecki rejected the "hydraulic" view, noting a fundamental difference: while industrialized economies have excess industrial capacity, developing countries lack the capital equipment necessary to respond to increased demand.
  • The "Food Bottleneck": Kalecki argued that structuralists often overlooked the inelastic supply of basic necessities, particularly food. He posited that if food production does not expand alongside industrial employment, food prices rise, causing real wages to fall and shifting income toward traditional landowners and merchants rather than productive investment.
  • Class Structure: He emphasized that policy effectiveness is conditioned by the class structure—specifically how money circulates between workers, landowners, and foreign companies.

The Cuban Confrontation

The differences between these approaches were highlighted in 1960s Cuba, where ECLA (structuralist) economists promoted "euphoric planning" aimed at rapid growth. Kalecki, however, presented a more cautious "Hypothetical Outline," warning that without addressing the agricultural bottleneck and the lack of technical expertise, rapid industrialization would lead to inflation and a collapse in real wages. In his view, the structuralist focus on demand-led growth was risky without first ensuring the supply of wage goods.


The case of Cuba in 1960 serves as a critical historical "confrontation" between MichaÅ‚ Kalecki’s analytical model and the structuralist framework championed by the United Nations Economic Commission for Latin America (ECLA). This case study highlights the practical differences in how these two schools of thought approached rapid industrialization and social reform.

The Structuralist Influence and "Euphoric Planning"

Following the Cuban revolution, the new government sought assistance from ECLA to develop a path toward economic independence from the United States. ECLA economists, including figures like Economy Minister Regino Boti and inspired by Ernesto "Ché" Guevara, promoted "import-substitution" to allow for the rapid growth of the domestic market.

Observers, such as development economist Dudley Seers, characterized the atmosphere in the Cuban Planning Board as one of "euphoric planning". Officials like Boti predicted that Cuba would reach a 10% growth rate and achieve a European standard of living within a decade. This optimism was rooted in a "hydraulic" Keynesian belief that the nation's large labor reserves could accommodate massive increases in domestic demand with minimal inflationary impact.

Kalecki’s "Hypothetical Outline"

In 1960, Kalecki was invited to prepare a report, which he titled a "Hypothetical Outline of the Five Year Plan 1961-1965". While his plan shared the goals of achieving full employment and raising living standards, his approach was significantly more cautious than the prevailing structuralist enthusiasm.

  • Doubts on Data: Kalecki labeled his plan "hypothetical" specifically because he doubted the reliability of the economic statistics provided by the Cuban government.
  • The Agricultural Bottleneck: Kalecki identified agriculture as the primary bottleneck to economic expansion. He argued that converting large estates into state farms ("Granjas del Pueblo") would not yield immediate productivity gains due to a severe shortage of technical expertise. He also opposed distributing land to local peasants, believing they would be unable to produce the necessary marketable food surpluses.
  • Inflation Warnings: Kalecki’s central warning was that rapid industrialization without a corresponding increase in the supply of food would inevitably lead to inflation and a collapse in real wages. He argued that the rise in consumption promised by the revolution could not be a "straight increase of real wages" but must be managed through the slow elimination of unemployment and the repair of existing industrial capacity.

Outcome and Legacy

Kalecki’s plan was never formally discussed because of the political emergency caused by the U.S. economic blockade and the Bay of Pigs invasion in 1961. However, the economic reality soon mirrored his warnings: by 1961, food became scarce, and by March 1962, the revolutionary government was forced to introduce rationing.

The Cuba case study validates Kalecki’s critique of the structuralist framework—specifically that in developing nations, supply-side constraints on basic necessities (like food and housing) are more critical than aggregate demand. While structuralists focused on the foreign exchange constraint, Kalecki demonstrated that the "food bottleneck" is an equally powerful limit on the ability of a developing nation to finance and sustain its own growth.


Based on the provided source, the key takeaways regarding MichaÅ‚ Kalecki’s contribution to development economics, particularly in contrast to the structuralist framework, center on the unique constraints faced by developing nations that distinguish them from industrialized economies.

1. Investment as a Fiscal and Inflationary Challenge

A primary takeaway is that while investment "finances itself" by creating its own savings through income generation, the actual limit to development is not a lack of money but the inflationary pressure it creates.

  • The Fiscal Nature of Finance: For Kalecki, financing development was primarily a fiscal problem—requiring the taxation of capitalists and luxury consumption—rather than a search for external credit.
  • Primary Inflation: This occurs when the supply of consumption goods cannot keep up with the increased demand generated by new investment.

2. The "Food Bottleneck" and Supply Inelasticity

Kalecki argued that the most significant constraint on development is the inelastic supply of basic necessities, particularly food.

  • Wage-Price Spirals: If food production does not expand alongside industrial employment, food prices rise, causing real wages to fall and triggering inflationary spirals.
  • Land Reform as Economic Necessity: Unlike some structuralists who focused on trade, Kalecki viewed land reform as essential to ensure that agricultural surpluses were reinvested into the economy rather than being absorbed by landlords for luxury consumption or capital flight.

3. Critique of "Hydraulic" Keynesianism

A major theoretical takeaway is Kalecki’s rejection of the "hydraulic" Keynesianism often adopted by structuralists.

  • Lack of Capital Equipment: While industrialized nations have excess industrial capacity to respond to increased demand, developing nations lack the capital equipment (factories and machinery) necessary to do so.
  • Ineffectiveness of Pure Demand Management: Simply increasing aggregate demand in a developing nation without addressing these supply-side "bottlenecks" leads to inflation rather than growth.

4. Structuralist Trade and Foreign Exchange Constraints

The sources highlight that Kalecki shared the structuralist concern regarding the international economic structure, which is biased against developing nations.

  • Prebisch-Singer Hypothesis: Structuralism is built on the observation that the prices of raw material exports rise more slowly than the prices of manufactured imports, leading to a chronic foreign exchange constraint.
  • Import-Substitution: This strategy aims to build domestic industry behind tariffs to overcome this trade imbalance, a goal Kalecki supported, though he remained more cautious about the inflationary risks of rapid industrialization.

5. Lessons from the Cuba Case Study

The 1960 confrontation in Cuba serves as a practical takeaway on the dangers of "euphoric planning".

  • Demand vs. Supply: While structuralist planners predicted rapid growth through demand-led industrialization, Kalecki warned that without addressing the agricultural bottleneck and lack of technical expertise, the plan would fail.
  • Verification of Kalecki's Model: The subsequent introduction of rationing in Cuba by 1962 validated Kalecki’s warnings about the priority of supply-side constraints over aggregate demand.

6. Relevance of Domestic Financing Today

Finally, the source suggests that Kalecki’s focus on domestic financing remains more relevant than ever. Despite the massive increase in international credit, these flows have brought little benefit to the poorest countries, reinforcing Kalecki's view that development must be self-sustaining and independent of the growth cycles of industrialized economies.

Italy and the Paradox of European Fiscal Consolidation

 The recent reform of the European fiscal governance framework, while portrayed as a departure from past austerity, maintains a core logic that may lead to pro-cyclical tightening and adverse debt dynamics for countries like Italy. The following sections detail the shift in rules, their application to Italy, and the underlying methodological assumptions that create a potential paradox for debt consolidation.

The Shift in Governance Framework

The 2024 reform of the Stability and Growth Pact moved from monitoring the "structural balance" to a new focus on net primary expenditure.

  • Reference Trajectories: For Member States with public debt exceeding 60% of GDP or a deficit over 3%, the European Commission now provides a country-specific "reference trajectory" for net primary expenditure.
  • Adjustment Periods: These trajectories set a maximum growth rate for expenditure over a four- or seven-year adjustment period, aimed at reducing the structural primary deficit.
  • Continued Reliance on Potential GDP: Despite the change in indicators, the estimation of potential GDP remains central, as expenditure growth is designed to remain below projected potential GDP growth to ensure a declining debt-to-GDP ratio.

New Fiscal Rules and Italy’s Debt

Italy was transmitted a reference trajectory in June 2024 based on a seven-year adjustment period. The Commission’s own forecasts for Italy reveal a challenging path:

  • Rising Debt in the Short Term: Even under the Commission’s "policy scenario," Italy’s debt-to-GDP ratio is projected to increase until 2028.
  • Delayed Recovery: The ratio is not expected to fall below its 2024 level until 2034 at the earliest.
  • Limited Countercyclicality: Once a structural plan is approved, the growth of net expenditure is fixed; no discretionary countercyclical measures are allowed, though "automatic stabilizers" like progressive taxation are left to operate.

The Paradox of Fiscal Consolidation

The sources highlight a fundamental "paradox" where the very measures intended to reduce debt may actually increase it if certain economic assumptions do not hold.

  • The Assumption of Transitory Effects: The Commission assumes that the contractionary impact of fiscal tightening on GDP is only temporary, with the output gap closing three years after the adjustment period ends (2034 for Italy).
  • The Hysteresis Challenge: If negative shocks from fiscal consolidation are persistent—a phenomenon known as hysteresis—GDP growth weakens substantially, potentially causing the debt-to-GDP ratio to rise rather than fall.
  • Fiscal Multipliers: The Commission uses a constant fiscal multiplier of 0.75 for all Member States. However, the sources suggest this may be an underestimate, particularly for countries in recession or with low interest rates.
  • Nuti’s Threshold: For highly indebted countries like Italy, if the fiscal multiplier exceeds the inverse of the debt-to-GDP ratio (approximately 0.74 for Italy in 2024), fiscal consolidation can have a "perverse" effect, leading to an exponential increase in the debt-to-GDP ratio because the reduction in output is proportionally larger than the reduction in debt stock.

Ultimately, the sources warn that if the assumption of naturally converging output is rejected in favor of persistent restrictive effects, the new framework could lead to a cycle of slower growth and undermined debt sustainability across the Euro Area.


The European Commission’s (EC) forecasts for Italy under the new fiscal governance framework are built upon several critical methodological assumptions. These assumptions are central to the "reference trajectories" for net primary expenditure that now guide EU fiscal policy, but the sources argue they may lead to a perverse outcome where fiscal consolidation actually increases the debt-to-GDP ratio.

Core Methodological Assumptions

The Commission’s "policy scenario" rests on three primary assumptions that the sources identify as potentially flawed:

  • Temporary Contractionary Effects: The EC assumes that while fiscal tightening initially has a negative impact on GDP, these effects are strictly temporary and fully dissipate within three years after the adjustment period ends. For Italy, this means the output gap is projected to close by 2034, at which point GDP growth returns to its "potential" path.
  • A Constant Fiscal Multiplier: The EC utilizes a uniform fiscal multiplier of 0.75 for all Member States. This value is assumed to be constant over time, ignoring evidence that multipliers are often higher during recessions, when interest rates are low, or in large, relatively closed economies.
  • Independence of Potential GDP: The framework assumes that potential GDP—determined by labor, capital, and productivity—is unaffected by fiscal policy. This ignores the phenomenon of hysteresis, where negative shocks like fiscal consolidation can cause persistent damage to an economy’s productive capacity.

The Role of Implicit Compensatory Mechanisms

The EC’s assumption that the economy will naturally converge to its potential output relies on implicit "compensatory mechanisms" that are expected to offset the reduction in domestic demand. The sources find these mechanisms unlikely to function for Italy:

  • Interest Rate Reductions: While lower deficits could theoretically lower interest rates and stimulate private spending, the sources note that monetary policy in the Euro Area is centralized and cannot respond to Italy's specific fiscal stance.
  • Export Growth: The EC implicitly assumes that lower domestic demand will lead to lower wages and prices, boosting exports. However, the sources point out that many EU countries are implementing similar austerity measures simultaneously, and rising global trade barriers further undermine this possibility.

Impact on Italy’s Debt Dynamics

The interaction of these assumptions with Italy’s high debt levels creates a significant risk to debt sustainability.

  • The Debt Ratio Paradox: According to "Nuti’s threshold," if the fiscal multiplier exceeds the inverse of the initial debt-to-GDP ratio, consolidation will increase the debt-to-GDP ratio because output shrinks faster than the debt stock. For Italy, the inverse of its debt ratio is approximately 0.74, which is lower than the EC's assumed multiplier of 0.75.
  • Policy vs. Alternative Scenarios: Under the EC's "policy scenario," Italy's debt begins to decline in 2030 and falls below its 2024 level by 2034. However, in an "alternative scenario" where the restrictive effects of consolidation are persistent (hysteresis), Italy’s debt-to-GDP ratio is projected to grow exponentially, reaching 158.6% by 2031 instead of the 142.7% predicted by the EC.
  • Pro-Cyclical Tightening: Because the new rules fix expenditure growth based on these optimistic assumptions, Italy is prevented from taking discretionary countercyclical measures if the economy underperforms. This could lead to a cycle of slower growth, undermined sustainability, and further required tightening.

The source offers a critical analysis of the new European fiscal governance framework, arguing that while it is presented as a break from past austerity, its underlying logic remains largely unchanged and relies on questionable methodological assumptions. The critique centers on the European Commission's (EC) "policy scenario" and proposes an "alternative view" based on the reality of persistent economic shocks.

Critique of the Commission's Methodology

The primary critique of the new fiscal rules is their continued reliance on unobservable variables and optimistic convergence assumptions:

  • Reliance on Potential GDP: Although the focus has shifted to net primary expenditure, the trajectory for this expenditure is still anchored in estimates of potential GDP, which the source describes as uncertain and subject to large revisions.
  • Unjustified Output Gap Closure: The EC assumes that the negative impact of fiscal tightening on GDP is strictly temporary, with the output gap closing in exactly three years after the adjustment period. The source notes that the Commission provides no justification for shortening this horizon from the five years used in previous exercises.
  • Questionable Compensatory Mechanisms: The Commission implicitly assumes that domestic demand lost through austerity will be offset by lower interest rates or increased exports. The critique argues these are unlikely to function for Italy because monetary policy is centralized at the Euro Area level and many neighboring countries are implementing similar restrictive policies simultaneously.
  • Underestimated Fiscal Multipliers: The EC uses a constant fiscal multiplier of 0.75 for all countries, which the source suggests is an underestimate. Historical data and academic literature suggest multipliers are higher during recessions or when interest rates are already low.

The "Alternative View": Hysteresis

The "alternative view" presented in the source rejects the notion that economies naturally converge to a predetermined potential output.

  • Persistent Effects: Drawing on the concept of hysteresis, this view argues that negative shocks from fiscal consolidation can have persistent or permanent effects on a country’s productive capacity.
  • Disregarding the Policy Scenario: While the EC includes an "intermediate scenario" in its calculations where output does not converge, it disregards this for policy prescriptions. The alternative view argues this "intermediate" path is actually the more realistic one.

The Paradox for Italy's Debt

When applying this alternative view to Italy’s specific debt situation, the source identifies a "perverse" outcome:

  • Nuti’s Threshold: The critique utilizes "Nuti's threshold," which suggests that for high-debt countries, if the fiscal multiplier exceeds the inverse of the debt-to-GDP ratio, consolidation will increase the debt ratio rather than decrease it.
  • Mathematical Implausibility: Italy’s debt-to-GDP ratio in 2024 (approx. 135.8%) results in a threshold of 0.74; since the EC’s own multiplier (0.75) is already higher than this, the rules are mathematically likely to fail in reducing Italy's debt.
  • Exponential Debt Growth: Under the alternative scenario where consolidation effects are persistent, Italy’s debt-to-GDP ratio is projected to grow exponentially to 158.6% by 2031, compared to the EC’s projected decline to 142.7%.

Ultimately, the alternative view warns that the new framework risks creating a self-defeating cycle where austerity leads to slower growth, which in turn makes debt less sustainable, prompting further (and more damaging) tightening measures.


The sources provide a detailed analysis of the projected impact of new European fiscal rules on Italy’s debt-to-GDP ratio, contrasting the European Commission's (EC) optimistic "policy scenario" with an "alternative scenario" that accounts for the persistent negative effects of austerity.

The European Commission’s Policy Scenario

Under the EC’s own projections, which assume a seven-year adjustment period, the path to debt reduction for Italy is notably slow:

  • Short-Term Increase: Even with strict adherence to fiscal rules, Italy’s debt-to-GDP ratio is projected to increase until 2028.
  • Delayed Decline: The ratio is only expected to begin a meaningful decline in 2030, and it will not fall below its 2024 base-year level until 2034, when it is forecasted to reach 137.3%.
  • Optimistic Assumptions: This scenario relies on the assumption that the output gap will close by 2034, meaning the negative impact of fiscal tightening is strictly temporary and fully dissipates within three years after the adjustment ends.

The No-Policy-Change Baseline

To justify the new rules, the EC compares its policy scenario against a "no-policy-change" counterfactual:

  • Exponential Growth: Without the mandated fiscal adjustments, the EC projects Italy’s debt-to-GDP ratio would grow steadily and reach 168.0% by 2034.
  • Justification for Austerity: By comparing 137.3% (policy) to 168.0% (no-policy), the Commission argues that the required primary surpluses are necessary for long-term sustainability.

The "Alternative Scenario" and the Perverse Effect

The sources present a critical "alternative scenario" based on the concept of hysteresis, where the contractionary effects of fiscal consolidation are persistent rather than temporary.

  • Higher Debt via Consolidation: In this scenario, the debt-to-GDP ratio grows faster than in the EC's policy scenario and even exceeds the no-policy-change scenario in later years. By 2031, Italy’s debt ratio would reach 158.6%, compared to the EC’s projected 142.7%.
  • The Multiplier Threshold: Using "Nuti’s threshold," the sources explain that if the fiscal multiplier exceeds the inverse of the initial debt-to-GDP ratio, consolidation becomes "perverse"—it increases the debt ratio because the reduction in GDP is proportionally larger than the reduction in debt stock.
  • Italy’s Mathematical Vulnerability: For Italy, with an estimated 2024 debt-to-GDP ratio of 135.8%, the threshold is 0.74. Since the EC uses a constant multiplier of 0.75, the sources argue the rules are mathematically designed to produce a "perverse" increase in Italy's debt ratio.

Broader Economic Implications

The sources warn that if these projections of persistent restrictive effects are accurate, the impact on Italy could be severe:

  • Self-Defeating Cycle: Slower growth and rising debt ratios could lead to further tightening measures, creating a downward spiral of depression and undermined sustainability.
  • Euro Area Contagion: Because many Euro Area members must implement similar austerity simultaneously, the negative spillover effects from reduced demand could amplify the recessionary impact across the entire region.
  • Loss of Market Confidence: Ultimately, the failure of these rules to reduce the debt-to-GDP ratio could undermine financial market confidence, making the debt even less sustainable than it was before the reform.

The recent reform of the European fiscal governance framework, while intended to move away from rigid austerity, introduces significant risks for high-debt nations like Italy. The following analysis synthesizes the key takeaways and economic risks identified in the source regarding the new fiscal rules and their potential impact on Italy’s debt dynamics.

Key Takeaways: A Continued Logic of Austerity

  • Persistent Methodological Issues: Despite moving from "structural balance" to "net primary expenditure" monitoring, the new framework still relies heavily on unobservable variables like potential GDP to set expenditure trajectories.
  • Unjustified Assumptions: The European Commission’s (EC) projections for debt reduction rest on the critical assumption that the negative impact of fiscal tightening on GDP is strictly temporary, with the output gap closing just three years after the adjustment period ends.
  • The Seven-Year Trajectory: For Italy, the Commission provided a reference trajectory in June 2024 based on a seven-year adjustment period, designed to put the debt-to-GDP ratio on a "plausibly downward path".
  • Lack of Discretionary Flexibility: Once a structural plan is approved, the growth of net expenditure is fixed; no discretionary countercyclical measures are permitted, meaning the government must stick to spending cuts even if the economy weakens significantly.

Major Risks to Italy's Debt Sustainability

The source identifies several risks that could turn fiscal consolidation into a "perverse" mechanism that increases debt rather than reducing it:

  • The Paradox of Perverse Consolidation: According to Nuti’s threshold, if the fiscal multiplier exceeds the inverse of the initial debt-to-GDP ratio, the debt ratio will increase because output shrinks faster than the debt stock. For Italy, this threshold is approximately 0.74, which is lower than the 0.75 multiplier the EC uses in its own calculations, suggesting the rules are mathematically likely to fail in reducing Italy's debt ratio.
  • Hysteresis and Persistent Damage: A major risk is that fiscal consolidation causes hysteresis—permanent or persistent damage to a country's productive capacity, employment, and GDP. If these effects do not dissipate as the EC assumes, Italy's debt-to-GDP ratio could grow exponentially, potentially reaching 158.6% by 2031 instead of the 142.7% predicted by the Commission.
  • Underestimation of Fiscal Multipliers: The source argues that the EC's constant multiplier of 0.75 is likely an underestimate, as multipliers tend to be higher during recessions, in large closed economies, or when interest rates are low.
  • Pro-Cyclical Tightening and Demand Spillovers: Because many Euro Area members must implement similar austerity measures simultaneously, the high degree of trade integration means simultaneous reductions in demand will generate significant negative spillovers, amplifying recessionary effects across the region.
  • Market Confidence and Financial Stability: Ultimately, if the rules fail to produce the promised debt reduction and instead lead to stagnation, the resulting loss of financial market confidence could make public debt even less sustainable than it was before the reform.