Showing posts with label gdp myth. Show all posts
Showing posts with label gdp myth. Show all posts

Sunday, July 05, 2026

World Bank's Philippine Upper-Middle-Income Upgrade: Benchmarkism in Action

  

The Philippines’ most important economic problem is that poverty and hunger have been high for several years now, and are still unrecovered to their historically low levels prior to the COVID-19 pandemic—Mahar Mangahas 

In this issue: 

World Bank's Philippine Upper-Middle-Income Upgrade: Benchmarkism in Action

Part I: The Threshold and the Managed Reality

I.1. Benchmarkism

I.2. The Managed Visibility of the Economy

I.3. Why the Upgrade Matters

Part II: The Anatomy of Intervention-Driven Growth

II.1. From Savings to Debt

II.2. Growth and Fragility Are Two Sides of the Same Process

II.3. The Missing Dimension

Part III: Benchmarkism in Action

III.1. From Measurement to Mechanism

III.2. The Benchmark Effect

III.3. Cui Bono?

III.4. On the Question of Coordination

III.5. The Accountability Gap

IV. Conclusion: Beyond the Benchmark 

World Bank's Philippine Upper-Middle-Income Upgrade: Benchmarkism in Action 

When statistical upgrades become instruments of economic narrative management

Part I: The Threshold and the Managed Reality 

World Bank Blog: The Philippines achieved its reclassification through broad-based expansion. GDP grew at an average of 5.8% per year over five years, reflecting gains across all major industries, not a single sector boom, but an economy-wide shift. 

The World Bank has reclassified the Philippines as an upper-middle-income economy after its Gross National Income (GNI) per capita reached approximately US$4,850, surpassing the US$4,636 threshold under the Atlas method. 

On its face, the upgrade is presented as objective statistical recognition of economic progress. Government officials immediately framed it as validation of stronger economic fundamentals, improved investor confidence, and enhanced access to international capital markets. 

But the timing—and more importantly, the economic regime that produced the numbers—matter far more than the threshold itself.


Figure 1 

First, the choice of the measurement window matters. The World Bank highlights average GDP growth of 5.8% from 2021 to 2025. 

Yet that period begins immediately after the deepest economic contraction in modern Philippine history, making it heavily influenced by base effects. Extending the window produces a markedly different picture. Including 2020 lowers the average GDP growth to 3.2%, while extending the comparison back to 2015 reduces it to about 4.7%. (Figure 1, upper window) 

GNI exhibits a similar pattern: approximately 7.1% when measured from 2021, 4.1% from 2020, and roughly 5.0% when measured from 2015. The choice of benchmark materially shapes the narrative. (Figure 1, lower graph) 

In short, the elevated GNI growth figures the World Bank highlights are largely a product of base effects — the 2021 starting point follows the deepest contraction in modern Philippine history, mechanically inflating the measured average. Whether the window was chosen deliberately or by convention, the effect on the narrative is the same. 

Second—and far more importantly—the World Bank's narrative omits the policy regime that generated these outcomes. 

The years feeding into the classification window were defined by an unprecedented macroeconomic configuration: historic monetary expansion, unparalleled fiscal deficits, extraordinary regulatory accommodation, and pandemic-era financial support measures that never fully reverted to their pre-crisis settings. 

Between 2020 and 2021, the Bangko Sentral ng Pilipinas injected a record Php 2.3 trillion into the financial system through liquidity facilities, aggressive monetary easing, and various crisis-response measures designed to stabilize output and financial markets. 

Those interventions were introduced as temporary, countercyclical responses to an extraordinary crisis. 

What followed, however, was not a return to the pre-pandemic policy framework, but the gradual institutionalization of an intervention-heavy economic regime. 

It must be emphasized that the World Bank's Atlas GNI is not a production-based measure of real economic output. 

It is a smoothed, dollar-converted aggregate that combines nominal income, exchange-rate movements, and the effects of credit-supported expansion into a single statistical measure. 

It does not distinguish whether rising income originates from productivity gains, liquidity creation, fiscal stimulus, financial leverage, or some combination thereof. It records the outcome, not the mechanisms that produced it.


Figure 2

The same intervention-heavy macroeconomic regime that elevated measured GNI also coincided with substantial increases in concentrated private wealth. Using the World Bank's own 2021–2025 benchmark period, the combined net worth of the Forbes Philippines 50 Richest grew by roughly 8 percent annually. (Figure 2, upper pane) 

This was not a parallel coincidence but an interconnected consequence of the same policy regime. 

Liquidity expansion, credit creation, fiscal stimulus, and extraordinarily accommodative financial conditions supported corporate earnings, business valuations, and financial asset prices, all of which contributed to the accumulation of private wealth. 

Rising GNI and rising billionaire wealth thus emerged not as independent developments, but as interconnected expressions of the same underlying monetary-financial process. 

Seen this way, the benchmark records only one observable consequence of the policy regime while remaining largely silent about the parallel accumulation of wealth and financial claims generated by the same causal forces. 

Nor does its per-capita average reveal how income is actually distributed across households. 

The threshold itself illustrates how sensitive the classification can be. 

Last year, believe it or not, the Philippines missed upper-middle-income status by only US$26 per person—underscoring how the World Bank's classification rests almost entirely on estimated quantitative outcomes. 

In other words, the period being measured is precisely the period during which emergency intervention evolved into a permanent feature of the Philippine development model. 

I.1. Benchmarkism 

This is where what I have termed benchmarkism begins to operate. 

Benchmarkism is not simply the use of statistical indicators. It is the transformation of statistical and market benchmarks into instruments of narrative management designed to influence expectations, stimulate confidence—or what Keynes famously called animal spirits—and shape market behavior in ways that reinforce an existing political-economic order. 

In practice, the process unfolds through a self-reinforcing feedback loop: 

  • intervention-driven expansion supports nominal income growth;
  • income growth feeds into standardized international benchmarks;
  • benchmark upgrades improve investor confidence and credit perception;
  • improved confidence lowers financing costs;
  • cheaper financing sustains the same intervention-dependent growth model. 

What begins as emergency stabilization gradually becomes institutional structure. 

What begins as temporary policy support evolves into the governing logic of economic development. 

At that point, the benchmark no longer merely measures reality

It becomes one of the mechanisms through which that reality is sustained. 

I.2. The Managed Visibility of the Economy 

This phenomenon is not confined to income statistics. 

Across the same period, other indicators pointed in very different directions beneath the aggregate numbers: 

  • persistent inflation above the BSP's target range;
  • slowing growth momentum even before the latest oil shock and external uncertainties;
  • rising leverage among corporations and major conglomerates;
  • the BSP Financial Stability Coordination Council's warnings over concentrated exposures in real estate, power, energy, and expanding household credit;
  • rising self-rated poverty exceeding 50 percent in national surveys, alongside widening inequality; and (Figure 2, lower chart)
  • Fitch Ratings and Moody's both revised their outlooks on the Philippine banking sector to negative/deteriorating, citing weaker growth, elevated inflation, and rising credit-quality risks. 

These are not anomalies existing outside the system. They are operating realities revealed through different analytical lenses than aggregate income.


Figure 3

Think of it: the Philippines was upgraded to an UPPER-middle-income economy after GNI per capita reached about US$4,850 (roughly Php 290,000 per person on average at USDPHP 60). Yet more than half of Filipinos continue to describe themselves as poor! A 2021 PIDS study suggests that only about 4.9% of the 2015 population fell within the upper-middle-income category (though this share may be higher today).  The same label—"upper-middle income"—thus describes two very different concepts: a national average and the distribution of household incomes. (Figure 3) 

In effect, the income profile of a relatively small segment becomes the statistical basis for relabeling an entire economy! 

This is precisely why SWS founder Mahar Mangahas recently argued that attaining "upper middle income" under the World Bank's standards has no more bearing on the economic well-being of Filipinos than gross national product (GNP) itself, nor does the re-classification indicate the growth of the Filipino middle class. 

His observation underscores the central weakness of benchmark-based classifications: they elevate national aggregates while obscuring the underlying distribution they purport to represent. 

That narrative matters because it influences capital allocation, sovereign risk assessments, financing conditions, and ultimately public perceptions of politically driven economic success.

I.3. Why the Upgrade Matters 

The World Bank's reclassification does not merely describe the Philippine economy. It repositions the country within the global financial architecture. 

Like a sovereign credit-rating upgrade, upper-middle-income status functions as a positive signal. It suggests lower development risk, strengthens perceptions of macroeconomic stability, and improves access to cheaper domestic and international financing

More importantly, it helps validate the existing development model

Governments gain external affirmation of their policies. Large borrowers—particularly the state, banks, and major conglomerates—benefit from lower financing costs and easier access to capital. The benchmark itself becomes part of the financing mechanism

This is precisely how benchmarkism operates. 

The benchmark does not simply measure economic performance. 

It helps manufacture the confidence that facilitates cheaper money

Cheaper money, in turn, reinforces the same intervention-dependent political-economic structure that produced the benchmark in the first place. 

Theoretically, the process becomes self-reinforcing. 

Part II: The Anatomy of Intervention-Driven Growth 

If the World Bank measured the outcome, the more important question is what produced it. 

The answer lies not simply in higher output, but in a transformation of the Philippine economy's financing structure. 

The pandemic response did far more than stabilize economic activity. It altered the relationship between savings, investment, credit, and government spending. Instead of allowing the economy to adjust through market liquidation and the rebuilding of private savings, policy increasingly relied on liquidity creation, deficit spending, and regulatory accommodation to sustain aggregate demand.


Figure 4

Growth therefore became progressively less dependent on internally generated savings and increasingly dependent on policy induced balance-sheet expansion. 

Record domestic claims-to-GDP and the persistence of elevated M2-to-GDP ratios since the pandemic expose the economy's drift toward financialization: a growing dependence on credit expansion and liquidity creation that has made growth increasingly vulnerable to financial fragility. (Figure 4, upper diagram) 

The paradox is that as the economy has become more financialized, growth has steadily slowed since 2022, exposing the diminishing returns of intervention-driven expansion. 

II.1. From Savings to Debt 

One of the least discussed consequences of the post-pandemic policy regime has been the widening savings-investment gap (SIG). Official or GDP based saving-investment gap reached a record Php 3.9 trillion in 2025 (Figure 4, lower image) 

Traditionally, investment is financed by accumulated private savings. Under the intervention regime, however, an increasing share of investment has been financed through government deficits, bank credit, and expanding corporate leverage. 

In effect, policy induced balance-sheet expansion substituted for capital accumulation. 

This distinction is largely invisible in aggregate income statistics. Gross National Income records the resulting income flows, but not whether they were financed through rising productivity or through increasing indebtedness. 

That difference is fundamental because both paths can generate higher measured income in the short run while producing very different long-term outcomes. 

II.2. Growth and Fragility Are Two Sides of the Same Process 

The Bangko Sentral ng Pilipinas' own 2025 Financial Stability Report offers a different perspective on the same expansion. 

Rather than focusing on income, it focuses on balance sheets.


Figure 5

Its latest assessment warns of approximately Php 4.8 trillion in leveraged exposures among non-financial corporations, equivalent to 60.0% of total NFC debt and 21.2 % of nominal GDP, largely concentrated in real estate, power, energy, ICT, construction, manufacturing, and other conglomerate-dominated industries. 

Notably, these are substantially the same sectors that the World Bank cites as evidence of "gains across all major industries." What appears in the World Bank's framework as broad-based sectoral progress is, from a political economy perspective, also the expansion of highly leveraged, elite conglomerates that dominate those industries. 

These sectors have also been among the principal channels through which post-pandemic credit expansion has been transmitted. 

San Miguel Corporation provides a concrete illustration of this balance-sheet expansion at the firm level. According to its SEC filings (17-Q and 17-A), outstanding debt reached approximately Php 1.668 trillion in Q1 2026, up from Php 1.587 trillion in Q4 2025. (Figure 5, lower chart) 

While this figure is not directly comparable to the BSP’s aggregate estimate of corporate leverage, it reflects the scale of debt-financed expansion within one of the country’s largest conglomerates operating inside the same macro-financial environment. 

This is not a contradiction.

It is the other side of the same process. 

Credit-supported expansion can simultaneously produce higher income and higher systemic vulnerability. 

Measured growth and financial fragility are therefore not competing explanations. 

They are complementary outcomes generated by the same intervention regime. The benchmark records the expansion in output; the balance sheet reveals the leverage that helped produce it. Looking only at the former mistakes one dimension of the process for the whole. 

II.3. The Missing Dimension 

None of this appears in the World Bank's Atlas GNI. 

Nor is it intended to. 

The Atlas methodology answers a narrow question: 

Has national income crossed a specified statistical threshold? 

It does not ask:

  • how that income was financed;
  • whether national income reflected productivity gains or leverage;
  • whether debt increasingly replaced private savings;
  • whether intervention became permanent policy;
  • whether balance-sheet risks accumulated alongside growth; or
  • whether rising income translated into broad improvements in household welfare. 

Those questions belong to political economy and financial stability—not to the construction of an income benchmark. 

Yet they are precisely the questions that determine whether today's measured prosperity proves durable tomorrow. 

The World Bank's upgrade therefore captures only one dimension of the Philippine economy.

The BSP's Financial Stability Report, Savings-Investment gap, BSP’s liquidity conditions, SWS survey, Top 50 Forbes net worth captures another. 

But taken together, they describe an economy in which rising income and rising fragility have emerged from the same underlying development model. 

Part III: Benchmarkism in Action 

III.1. From Measurement to Mechanism 

Benchmarkism does not end with the publication of a statistic. Its operative function begins when that statistic is accepted as a proxy for economic reality in policy and financial decision-making. 

This is not limited to income classification. 

Across the same period in which the World Bank highlighted the Philippines’ broad-based expansion, other indicators pointed to a more complex underlying structure: persistent inflation above target, slowing economic momentum, rising corporate leverage, concentrated exposures flagged by the BSP Financial Stability Coordination Council, and continued self-rated poverty among a majority of households. These are not anomalies outside the system. (This pattern has been examined in greater detail in the author's earlier stagflation series.) 

They are different manifestations of the same economy observed through non-aggregate lenses. 

Yet the Atlas GNI ultimately presents these diverse developments through a single aggregate benchmark. Once accepted as a signal of economic progress, that benchmark becomes the language through which policymakers, investors, lenders, and the public increasingly interpret the economy. 

III.2. The Benchmark Effect 

The World Bank’s reclassification does not merely describe the Philippine economy. It alters how the economy is interpreted in financial markets and policy discourse. 

The response was immediate. President Marcos Jr.'s administration, the Bangko Sentral ng Pilipinas, and the Department of Economy, Planning, and Development presented the reclassification as external validation of the country's economic management, reinforcing the narrative of policy success.  Like a stroke of luck, the UMIC upgrade arrived just as the administration faced record-low popularity ratings and only weeks before the President's State of the Nation Address (SONA). 

Like a sovereign credit-rating upgrade, upper-middle-income status signals reduced development risk, strengthens perceptions of macroeconomic stability, and supports access to cheaper financing. 

This is reflected in market outcomes--the Philippine government’s US$2.5 billion sovereign bond issuance and more than US$1 billion in World Bank financing for the energy sector happened just days before the UMIC upgrade announcement. 

Whether coincidental or not, the sequencing highlights the functional role of benchmarks: statistical upgrades shape perceptions of risk, and perceptions of risk influence financing conditions. 

  • Confidence lowers perceived risk.
  • Lower perceived risk reduces borrowing costs.
  • Cheaper financing extends the policy space of the existing economic model. 

In turn, favorable economic benchmarks also reinforce political legitimacy. They furnish incumbent policymakers with externally certified evidence of success, strengthening the credibility of existing policies and improving the prospects for advancing their political and legislative agenda. 

Confidence, therefore, is not the endpoint. It is the transmission mechanism. 

Cheap money is the immediate financial outcome. Political reinforcement is its institutional counterpart. Together, they help sustain the intervention regime that produced the benchmark in the first place. 

III.3. Cui Bono? 

Political economy asks a simple question: who benefits? 

Governments benefit from external validation of economic performance. The narrative shifts from inflation pressures, rising leverage, and structural constraints toward international recognition of progress

Sovereign borrowers gain improved access to global capital markets. Large conglomerates—among the most credit-dependent actors in the economy—benefit from lower funding costs and easier refinancing conditions. Financial markets receive reinforcement of the prevailing development narrative. 

The distributional effects are uneven. Gains are concentrated among state-linked financial actors and large corporate borrowers, while adjustment costs are diffuse across households facing persistent inflation, structural debt accumulation, and constrained real income growth

Benchmarkism does not eliminate these conditions. It reorganizes how they are perceived and politically processed.

III.4. On the Question of Coordination 

It is important to recognize that benchmark institutions do not operate in political isolation. They function within broader political and diplomatic environments where engagement between sovereign governments and international organizations is continuous and multifaceted, involving formal reporting, technical consultations, policy dialogue, and high-level interactions. Of course, there are also informal dialogues and interactions that can take place. 

Benchmark outcomes may be grounded in standardized statistical methodologies, but their interpretation, framing, and policy significance are shaped within this broader institutional ecosystem. Consequently, formally independent classifications can acquire political and strategic importance when they reinforce the interests, objectives, or narratives of multiple stakeholders. 

None of this, by itself, demonstrates explicit coordination or political bargaining, nor should such claims be presented as established fact. It does suggest, however, that benchmark systems cannot be understood solely as technical exercises divorced from the political economy in which they operate. 

Whether one describes the resulting alignment as coordination, convergence, or mutually reinforcing incentives, the practical consequence is similar: favorable benchmark outcomes strengthen confidence in the prevailing development model at moments when that confidence carries tangible political and financial value.

III.5. The Accountability Gap 

If the underlying fragility — conglomerate leverage, the savings-investment gap, persistent inflation above target — resolves badly in the coming years, there is no mechanism by which the World Bank bears any cost for having certified resilience at the peak of the imbalance (no skin in the game)

The Philippines bears the full cost either way. Balisacan himself conceded as much in the same breath as the celebration: income disparities persist, many still face economic difficulty

Of course, the classification can be revised. The narrative can be updated. 

Benchmarkism can shape expectations. But it cannot absorb economic consequences. 

IV. Conclusion: Beyond the Benchmark 

The Philippines' upgrade to upper-middle-income status is more than a statistical event. In practice, it becomes a political and financial one

Governments present it as external validation of economic management, financial markets interpret it as a positive signal, and institutional confidence is reinforced far beyond the narrow question of national income. 

An aggregate measure of national income thus becomes more than a statistical classification. It becomes a signal of economic success. That signal shapes confidence. Confidence influences the price of risk. Lower perceived risk facilitates cheaper financing, reinforcing the same political-economic structure that generated the benchmark in the first place. 

That is the central proposition of benchmarkism. Benchmarks are not merely passive measures of economic conditions. Once embedded in policy, finance, and public discourse, they become institutional mechanisms that shape expectations, influence the allocation of capital, and reinforce existing political-economic arrangements. 

Whether the Philippines' recent gains ultimately reflect durable productivity and genuine capital formation or an economy increasingly sustained by intervention, leverage, and confidence management remains to be seen. Time—not statistical thresholds—will render that judgment. 

Benchmarks can shape narratives. They can influence incentives. They can buy confidence. 

They cannot repeal economic reality. 

____

Notes

See the author's Stagflation series, Parts 1–11, for a more detailed examination of the interaction between slowing growth, persistent inflation, and intervention-driven expansion.

 


Sunday, November 16, 2025

The Philippine Q3 2025 “4.0% GDP Shock” That Wasn’t

 

There is enormous inertia — a tyranny of the status quo — in private and especially governmental arrangements. Only a crisis — actual or perceived — produces real change. When that crisis occurs, the actions that are taken depend on the ideas that are lying around. That, I believe, is our basic function: to develop alternatives to existing policies, to keep them alive and available until the politically impossible becomes politically inevitable—Milton Friedman  

In this issue

The Philippine Q3 2025 “4.0% GDP Shock” That Wasn’t

I. Q3 GDP Shock: A Collapse Few Saw Coming; The Loose Cauldron of Policy Support

II. Why Then the Surprise?

III. The Echo Chamber: Forecasting as Optimism Theater

IV. Statistics ≠ Economics: The Public’s Misguided Faith

V. Ground Truth: SEVN as a Proxy — Retail Reality vs. GDP Fiction

VI. The Consumer Slump is Structural, Not Episodic; Hunger as a Better Predictor; CPI Is Not the Whole Story

VII. So What Happened to Q3 GDP?

VIII. Household Per Capita: The Downtrend

IX. The Real Q3 2025 GDP Story: Consumer Slowdown

X. Government Spending Didn’t Collapse — It Held Up Amid Scandal; Public Construction Implosion

XI. External Sector: Trump Tariffs’ Exports Front-Loaded, Imports Slowing

XII. Corruption Is the Symptom; Policy Induced Malinvestment Is the Disease

XIII. Increasing Influence of Public Spending in the Economy

XIV. Crowding Out, Malinvestment, and the Debt Time Bomb

XV. Statistical Mirage: Base Effects and the GDP Deflator

XVI. Testing Support: Fragility in the Data, Institutional Silence

XVII. Overstating GDP via Understating the CPI

XVIII. Real Estate as a Case Study: GDP vs. Corporate Reality

XIX. Calamities and GDP: Human Tragedy vs. Statistical Resilience

XX. Calamities as a Convenient Political Explanation and Bastiat’s Broken Window Fallacy

XXI. Expanding Marcos-nomics: State of Calamity as Fiscal Stimulus

XXII. More Easing? The Rate-Cut Expectations Game

XXIII. A Fiscal Shock in the Making, Black Swan Dynamics

XXIV. Conclusion: Crisis as the Only Reform 

The Philippine Q3 2025 “4.0% GDP Shock” That Wasn’t 

Behind the typhoon-and-scandal headlines lies the real story: a shocked consensus, overstated aggregates, expanded stimulus, and a political economy running on malinvestment.

I. Q3 GDP Shock: A Collapse Few Saw Coming; The Loose Cauldron of Policy Support 

The Philippine government announced that Q3 GDP growth slumped to a mere 4%, the slowest pace since the pandemic recession. This came as a ‘shock’ to mainstream forecasters, who had projected a modest deceleration—not a plunge. 

Statistics must never be viewed in isolation. This GDP print must be seen in context. Q3 unfolded amid a deepening BSP easing cycle—six rate cuts (with a seventh in October or Q4), two RRR reductions, and a doubling of deposit insurance coverage. 

This stimulus-driven environment was reinforced by all-time-high bank lending, particularly in consumer credit, even as employment—though slightly weaker—remained near full employment levels. 

In short, Q3 growth occurred under the most accommodative financial and fiscal conditions in years—a cauldron of policy backstops

II. Why Then the Surprise? 

Forecasting errors were not only widespread—they were flagrant. 

Reuters called the result “shocking,” citing a corruption scandal linked to infrastructure projects that hammered both consumer and investor confidence. The report noted that growth came in “well below the 5.2% forecast in a Reuters poll and significantly weaker than the 5.5% expansion in the previous quarter.” 

BusinessWorld’s survey of 18 economists yielded a median forecast of 5.3%.

Philstar’s poll of six economists projected 5.45%, barely below Q2’s 5.5%. 

A 50-bps drop was labeled a ‘slowdown’? Really? 

That’s not analysis—it’s narrative management. 

Why such a brazen forecasting error? 

III. The Echo Chamber: Forecasting as Optimism Theater 

The DBM chief claimed that Q4 growth would “normalize,” insisting that the 5.5–6.5% full-year target “remains attainable.” 

Implicit in that projection was a soft but stable Q3—a forecast that proved disastrously optimistic

This consensus blindness mirrors past failures: the Q1 2020 COVID shock and the 2022 inflation spike. 

This isn’t ideological—it’s institutional. Forecasts aren’t tools for analysis; they are marketing vehicles for official optimism. Economic statistics are not used to diagnose, but to promote and reassure. 

Hence the futility of “pin-the-tail-on-the-donkey” forecasting: a guessing game played on deeply flawed metrics. 

IV. Statistics ≠ Economics: The Public’s Misguided Faith 

Statistics is NOT economics. 

Despite repeated misses, the public continues to cling to mainstream forecasts. They fail to see the incentive mismatch—institutions seek fees, commissions, and access, while individuals seek returns. 

Agency problems, asymmetric information, and lack of skin in the game define this relationship—core realities that mainstream commentary refuses to admit

V. Ground Truth: SEVN as a Proxy — Retail Reality vs. GDP Fiction


Figure 1 

Take Philippine Seven Corp. [PSE: SEVN]. In Q3: 

  • Revenue rose just 3.8% YoY, its weakest since Q1 2021.
  • Same-store sales contracted 3.9%, the worst since the pandemic.
  • Store count rose 8.6%, yet total sales fell—signaling demand erosion. 

This downtrend, persisting since 2022, mirrors the slowdown in real retail and household consumption GDP, which posted 5.1% and 4.09% in Q3, respectively. (Figure 1, topmost and middle windows) 

Yet the gap between SEVN’s data and official GDP implies potential overestimation in national accounts. 

If major retail chains show a sustained slowdown or outright contraction, then headline consumption growth of 4–5% either overstates economic reality—or implies that GDP should be even weaker than reported. 

These trend declines offer a structural lens into the economy’s underlying deterioration. 

VI. The Consumer Slump is Structural, Not Episodic; Hunger as a Better Predictor; CPI Is Not the Whole Story

The consumer slowdown did not emerge from the corruption scandal or recent natural calamities (earthquakes and typhoons)—it preceded both. The underlying weakness has long been visible to anyone looking beyond the official narrative. 

While economists missed the turn, sentiment data didn’t. 

The SWS hunger survey—a proxy for household stress—proved a far better leading indicator. Its late-September spike revealed deepening hardship among lower- and middle-income Filipinos—mirroring the Q3 GDP plunge. (Figure 1, lowest graph) 

Like SEVN’s revenue and the deceleration in consumption and retail GDP, hunger is not an anomaly—it’s a trend. One that has persisted since the pandemic and now appears to be accelerating.


Figure 2

With CPI steady at 1.4% for two consecutive quarters—assuming the number’s accuracy—the malaise clearly extends beyond price pressures. 

The hunger dilemma reflects deeper economic deterioration: slowing jobs, stagnant wages, weak investments, falling earnings, declining productivity, and eroding savings. (Figure 2, topmost image) 

This is the institutional blind spot—prioritizing political and commercial relationships over truth. 

VII. So What Happened to Q3 GDP? 

Aside from back-to-back typhoons, officials attributed the unexpected slowdown to concerns over the integrity of public spending and further erosion of investor sentiment. 

And it was not just investors. According to Philstar, the DEPDEV (Department of Economy, Planning, and Development) chief said consumer confidence has also been hit by the flood control probes, with many households postponing planned purchases. 

But unless there has been a call for nationwide civil disobedience (à la Gandhi or Etienne de La Boétie), why should people’s daily consumption habits suddenly be affected by politics? 

The reality is more complex. Universal commercial banks’ household loan portfolios surged 23.5% in Q3 2025—marking the 13th consecutive quarter of 20%+ growth. If households weren’t spending, what were they doing with interest-bearing loans? Investing? Speculating? Or simply refinancing old debt? (Figure 2, middle chart) 

VIII. Household Per Capita: The Downtrend 

Meanwhile, real household per capita consumption grew just 3.2%, its lowest since the BSP-sponsored recovery in Q2 2021. This wasn’t an anomaly—it reflected a downtrend in household spending growth since Q1 2022. (Figure 2, lowest visual) 

In short, the corruption scandal was not the root cause but an aggravating circumstance layered atop an existing structural slowdown. 

IX. The Real Q3 2025 GDP Story: Consumer Slowdown

Let us look at the real Q3 2025 expenditure trend, and how it compares with recent periods. 

Q3 2025 (4% GDP):

  • Household spending: +4.1%
  • Government spending: +5.8%
  • Construction spending: –0.5%
  • Gross capital formation: –2.8%
  •  Exports: +7%
  • Imports: +2.6%

Q2 2025 (5.5% GDP): 

  • Household spending: +5.3%
  •  Government spending: +8.7%
  • Capital formation: +1.2%
  • Construction: +0.9%
  • Exports and imports: +4.7%, +3.5%

Q3 2024 (5.2% GDP): 

  • Household spending: +5.2% 
  • Government spending: +5%
  • Capital formation: +12.8%
  • Construction: +9%
  • Exports and imports: –1.3%, +6.5%

X. Government Spending Didn’t Collapse — It Held Up Amid Scandal; Public Construction Implosion 

Despite the corruption scandal, government consumption remained positive and was even higher in Q3 2025 than in Q3 2024. This alone undermines the narrative that the GDP slump was simply "sentiment shock."


Figure 3

Government construction plummeted 26.6%, matching the pandemic lockdown era of Q3 2020. This single line item pulled construction GDP into a mild –0.5% decline. (Figure 3, topmost pane) 

But buried beneath the headline, private construction was strong:

  • Private corporate construction: +14.4%
  • Household construction: +13.3%

These robust figures cushioned the damage from the government crash.

Absent private-sector strength, construction GDP would have mirrored the government collapse. 

Government construction also contracted –8.2% in Q2, reflecting procurement restrictions during the midterm election ban. 

As we already noted last September: (bold original) 

"Many large firms are structurally tied to public projects, and the economy’s current momentum leans heavily on credit-fueled activity rather than organic productivity."

"Curtailing infrastructure outlays, even temporarily, risks puncturing GDP optics and exposing the private sector’s underlying weakness." 

The Q3 data has now validated this. 

A large network of sectors tied to public works absorbed the first-round impact—and that ‘shock’ bled into already stressed consumers. 

XI. External Sector: Trump Tariffs’ Exports Front-Loaded, Imports Slowing 

Exports rose +7% in Q3 2025, boosted by front-loading ahead of Trump tariffs

Imports slowed to +2.6%, the weakest pace in recent periods, reflecting consumer retrenchment

This divergence highlights how external momentum was artificially timed, while domestic demand faltered.

XII. Corruption Is the Symptom; Policy Induced Malinvestment Is the Disease

The controversial flood control scandal represents the visible tip of a much deeper corruption iceberg. It is not the anomaly—it is the artifact. 

Political power is, at its core, about monopoly. 

In the Philippines, political dynasties are merely its institutional symptom. The deeper question is: what incentives drive politicians to cling to power, and how do they sustain it? 

Public service often serves as a facade for the real intent: access to political-economic rents, impunity, and the machinery of patronage. Through electoral engineering—name recall, direct and indirect (policy-based) vote-buying, and bureaucratic capture—politicians commodify entitlement, turning public goods into tradable favors.

Dependency is weaponized or transformed into political capital, politicizing people’s basic needs to secure loyalty, votes, and tenure. 

Poverty becomes leverage. 

This erodes the civic ethic of self-reliance and responsibility, and it traps constituents—who participate out of a survival calculus—into legitimizing dynastic monopolies. 

This free-lunch electoral process, built on deepening dependence on ever-growing public funds, represents the social-democratic architecture of a political economy of control, centralization, and extraction—one that incentivizes corruption not as an aberration but as a structural outcome of concentrated power. 

XIII. Increasing Influence of Public Spending in the Economy 

Direct public spending reached 16.1% of 9M 2025 real GDP—the second highest on record after the 2021 lockdown recession.  (Figure 3, middle diagram) 

This figure excludes government construction outlays and the spending of private firms reliant on state contracts and agency revenues, such as PPPs, suppliers, outsourcing, etc. 

In this context, corruption is not merely a moral failure but a symptom of structural defects in the political-economic electoral process, reinforced by the misdirection of resources and finances, which signifies chronic systemic malinvestment. 

GDP metrics mask political decay, economic erosion, and institutional fragility. 

Yet even with statistical concealment, the entropy is visible. 

XIV. Crowding Out, Malinvestment, and the Debt Time Bomb 

The ever-rising share of public spending has coincided with a slowdown in GDP growth. Public outlays now prop up output, while pandemic-level deficits have shrunk the consumer share of GDP. (Figure 3, lowest graph) 

Crowding-out effects, combined with “build-and-they-will-come” malinvestments, have drained savings and forced greater reliance on leverage—weakening real consumption.


Figure 4 

Most alarming, nominal public debt rose Php 1.56 trillion YoY in September, equivalent to 126% of the Php 1.237 trillion increase in nominal GDP over the same period. 126%! (Figure 4, topmost visual) 

As a result, 2025 public debt-to-GDP surged to 65.11%—the highest since 2006. (Figure 4, middle graph) 

Needless to say, Corruption is what we see; malinvestment is what drives the crisis path. 

XV. Statistical Mirage: Base Effects and the GDP Deflator 

Yet, the “shocking” Q3 GDP overstates its actual rate. 

Because the headline GDP growth rate is derived from statistical base effects, almost no analyst examines the underlying price base, which is the most critical determinant of real GDP. The focus is always on the percentage change—never on the structural level from which the change is computed. 

For years, the consensus has touted the goal of “upper middle income status,” equating progress with high GDP numbers. 

But whatever outcome they anticipate, the PSA’s nominal and real GDP price base trends have consistently defied expectations. (Figure 4, lowest chart) 

The primary trend line was violated during the pandemic recession and replaced by a weaker secondary trend line. Statistically, this guarantees that base-effect growth will be slower than what the original trajectory implied. 

The economy is no longer expanding along its pre-pandemic path; it is merely oscillating below it. 

XVI. Testing Support: Fragility in the Data, Institutional Silence 

Recent GDP prints have repeatedly tested support levels. The risk is not an upside breakout but a downside violation—the path consistent with a recession.   

Q3 GDP brought both the nominal and real price base to the brink of its crucial support. A further slowdown could trigger its incursion. 

Yet you hear none of this discussed—despite all this coming straight from government data. 

The silence underscores a broader indictment: statistics are deployed as optimism theater, not as diagnostic tools

XVII. Overstating GDP via Understating the CPI 

And this brings us to a deeper issue that amplifies the problem. 

Real GDP is computed by dividing nominal GDP by the implicit GDP deflator. For the personal consumption component, the PSA uses CPI-based price indices to adjust nominal household spending.


Figure 5

The implicit price index is technically the GDP deflator. (Figure 5, topmost diagram) 

If CPI becomes distorted by widespread price interventions—such as MSRPs, the Php 20-rice rollout, or palay price floors—its measured inflation rate can diverge from actual market conditions. 

Any downward bias in CPI would mechanically lower the corresponding deflators used in the national accounts. 

A lower deflator raises the computed real GDP. 

Thus, even without access to PSA’s internal methodology, the basic statistical relationship still holds: systematic price suppression in CPI-tracked goods would tend to understate the deflator and, in turn, overstate real GDP. 

As noted in our August post: (bold & italics original) 

"Repressing CPI to pad GDP isn’t stewardship—it’s pantomine. A calculated communication strategy designed to preserve public confidence through statistical theater.  

"Within this top-down, social-democratic Keynesian spending framework, the objective is unmistakable: Cheap access to household savings to bankroll political vanity projectsThese are the hallmarks of free lunch politics 

"The illusion of growth props up the illusion of competence. And both are running on borrowed time.  

XVIII. Real Estate as a Case Study: GDP vs. Corporate Reality 

The GDP headline may be overstating growth due to deviations in calculation assumptions or outright political agenda— what I call as "benchmark-ism." 

Consider the revenues of the Top 4 listed developers—SM Prime, Ayala Land, Megaworld, and Robinsons Land. 

Despite abundant bank credit flowing to both supply and demand sides, their aggregate revenues increased only 1.16% in Q3 2025, barely above Q2’s 1.1%. This mirrors the slowing consumer growth trend: since peaking in Q2 2021, revenue growth rates have been steadily declining, leading to the current stagnation. The slowdown also coincides with rising vacancies. Reported revenues may still be overstated, given that the industry faces slowing cash reserves alongside record debt levels. 

Meanwhile, official GDP prints show:

  • Real estate nominal GDP: +6.8%
  • Real estate real GDP: +4.7% 

Yet inflation-adjusted revenues for the Top 4 translate to zero growth—or contraction

Their revenues accounted for 26.4% of nominal real estate GDP in Q3 2025. Real estate’s share of national GDP was 6.2% nominal, 6% real. (Figure 5 middle image) 

This gap between corporate revenues and GDP aggregates suggests statistical inflation of output. 

This highlights a broader point: The industry’s CPI barely explains the wide divergence between revenues and GDP. And this is just one sector. 

Comparing listed company performance with GDP aggregates exposes the disconnect between macro statistics and micro realities, not just episodic shocks—a motif that recurs across retail, consumption, and sentiment indicators. 

Yet, natural calamities—especially typhoons—are often blamed, but their impact on national output is minimal—much like the weak revenue trends, the real slowdown lies deeper than headline statistics suggest. 

XIX. Calamities and GDP: Human Tragedy vs. Statistical Resilience

Despite public perception, the Philippine economy has been structurally resilient to typhoon disruptions—not because disasters are mild, but because GDP barely registers them. 

In Q3 2025, ten tropical cyclones passed through or enhanced the monsoon system, with the July cluster (Crising, Dante, Emong + Habagat) causing an estimated Php 21.3 billion in officially reported damages and the September cluster (Nando/Ragasa, Bualoi/Ompong + Habagat) adding another Php 1.9 billion in infrastructure and agricultural losses. 

The combined Php 23.1 billion destruction sounds enormous, but in macroeconomic terms it is equal to just 0.37% of quarterly nominal GDP. 

This pattern is consistent with past experience: Yolanda (Q4 2013, 5.4%), Odette (Q4 2021, 7.9%), Ompong (Q3 2018, 6.1%), Pablo (Q4 2012, 7.8%), and Glenda (Q3 2014, 5.9%) all inflicted large localized damage yet barely dented national output. (Figure 5, Table) 

The reason is structural: GDP is weighted toward services and urban economic activity, while disasters strike geographically narrow areas. Catastrophic in human terms, typhoons seldom materially affect national accounts. 

The Q3 2025 storms fit the same pattern: human tragedy, fiscal strain, and regional losses—but minimal macroeconomic imprint. Resilience in the data conceals suffering on the ground, because GDP measures transactions, not destroyed livelihoods

XX. Calamities as a Convenient Political Explanation and Bastiat’s Broken Window Fallacy 

Given this historical consistency, attributing the Q3 slowdown to typhoons is politically convenient but analytically weak. It reflects self-attribution bias—positive outcomes are claimed as accomplishments, negative ones pinned on exogenous forces. 

GDP simply does not respond to weather shocks of this scale. At most, calamities intensify pre-existing consumption weakness rather than create it. They add entropy to a deteriorating trend; they do not determine it. 

The same applies to earthquakes. The deadly July 1990 Luzon earthquake claimed over 1,600 lives and caused Php 10 billion in damage, yet Q3 1990 GDP posted +3.7% growth. The slowdown that followed led to a technical recession in Q2 (-1.1%) and Q3 1991 (-1.9%), driven more by political crisis (coup attempts, post-EDSA transition) and the US recession (July 1990–March 1991) than by the quake itself. 

Recovery spending from calamities gets factored into GDP, but as Frédéric Bastiat taught us, this is the broken window fallacy—a diversion of resources, not genuine growth. 

XXI. Expanding Marcos-nomics: State of Calamity as Fiscal Stimulus 

The administration has relied on this same narrative today. 

The cited calamities—Typhoon Tino and Uwan, plus the Cebu and Davao earthquakes—occurred in Q4 2025. These events contributed to entropic consumer conditions but did not create them. 

But their political and bureaucratic timing proved useful. 

Authorities tightened the national price freeze a day before the USD/PHP broke 59 (see reference discussion on the USDPHP breakout) 

Typhoon Tino, followed by Uwan, justified declaring a State of Nationwide Calamity for one year—the longest fixed-term declaration in Philippine history. (By comparison, the COVID-era State of Calamity lasted 2.5 years due to repeated extensions.) 

This one-year window: 

  • Reinforces the price freeze, aggravating distortions.
  • Enables liberalized public spending under relief and rehabilitation cover.
  • Allows budget realignments, procurement exemptions (RA 9184 Sec. 53[b]), calamity/QRF access, and inter-agency mobilization (RA 10121). 

In effect, the national calamity declaration acts as a workaround to the spending constraints imposed by the flood-control corruption scandal. It restores fiscal maneuvering room under the guise of emergency relief and rehabilitation. 

This is emergency Marcos-nomics, designed to lift headline GDP via public-sector outlays—on top of pandemic-level deficits, easy-money liquidity, and the FX soft-peg regime. 

XXII. More Easing? The Rate-Cut Expectations Game 

Layered onto this is the growing consensus expectation of a jumbo BSP rate cut in November. One must ask: 

  • Are establishment institutions applying indirect pressure on the BSP?
  • Or is the BSP conditioning the public for an outsized cut to stem a crisis of confidence? 

Both interpretations are possible—and neither signals macro-stability. 

Meanwhile, supermarkets warn that “noche buena” food items may rise due to relief-driven demand—a symptom of distortions

This is the predictable byproduct of a price-freeze regime: shortages, hoarding, cost-pass-through, and black-market substitution.

XXIII. A Fiscal Shock in the Making, Black Swan Dynamics 

At worst, emergency stimulus during a slowdown widens the deficit and accelerates fiscal deterioration—pushing the economy toward the fiscal shock we warned about in June

"Unless authorities rein in spending—which would drag GDP, risking a recession—a fiscal shock could emerge as early as 2H 2025 or by 2026.  

"If so, expect magnified volatility across stocks, bonds, and the USDPHP exchange rate."


Figure 6 

Market behavior is already signaling intensifying stress: the USDPHP and the PSE remain under pressure despite repeated rescue efforts. (Figure 6) 

XXIV. Conclusion: Crisis as the Only Reform 

A political-economic crisis—a black swan event—doesn’t happen when expected. It occurs because almost everyone is in entrenched denial and complacency, blinded by past resilience. Like substance abuse, they believe unsustainable events can extend indefinitely: It hasn’t happened, so it won’t (appeal to ignorance). 

But history gives us a blueprint: 

economic strains political tensions revolution/reforms

  • EDSA I followed the 1983 debt crisis.
  • EDSA II followed the 1997 Asian Financial Crisis.

Economic strains were visible even before the flood-control scandal. This is Kindleberger’s and Minsky’s late-cycle phase: swindles/fraud/deflacation emerge when liquidity thins, growth slows, tenuous relationships and political coalitions fracture. 

More improprieties—public and private—will surface as slowing growth exposes hidden malfeasance, nonfeasance, and misfeasance. 

The sunk-cost architecture of vested interests, built on free-lunch trickle-down policies, points to a grand finale: either EDSA 3.0 or a putsch. 

A crisis, not politics, will force change. 

To repeat our conclusion last October, 

In the end, because both political and economic structures are ideological and self-reinforcing, reform from within is improbable.  

The deepening economic and financial imbalances will not resolve through policy, but will ventilate through a crisis—again the lessons of the post-1983 debt restructuring of EDSA I and the post-Asian Financial Crisis of EDSA II.  

____

References

Prudent Investor Newsletter, When Free Lunch Politics Meets Fiscal Reality: Lessons from the DPWH Flood Control Scandal, Substack, September 07, 2025 

Prudent Investor Newsletter, The 5.5% Q2 GDP Mirage: How Debt-Fueled Deficit Spending Masks a Slowing Economy, Substack, August 10, 2025 

Prudent Investor Newsletter, Is the Philippines on the Brink of a 2025 Fiscal Shock? Substack, June 08, 2025

Prudent Investor Newsletter, The Political Economy of Corruption: How Social Democracy Became the Engine of Decay, Substack, October 26, 2025 

Prudent Investor Newsletter, The USD-PHP Breaks 59: BSP’s Soft Peg Unravels, Exposing Economic Fragility, Substack, November 02, 2025