Consumer Rolling Analysis

The Myth of Consumer Resilience: Rolling Data Tells a Different Story

Headlines celebrate the "resilient consumer." Rolling metrics reveal the truth: a systematic drawdown of savings, return to pre-pandemic debt burdens, and weakening income growth. The resilience is depleting buffers, not structural strength.

January 2026 Rolling Analysis: 2017-2025 34 Quarterly Observations

The Trade: Consumer Health Trajectory

Current State

  • Savings Rate: 4.0% (was 31.8% in 2020)
  • Debt Service: 11.25% (back to pre-COVID)
  • Revolving Credit: -2.5% YoY (deleveraging)

Positioning

  • Overweight: WMT, COST, MCD (trade-down)
  • Underweight: AMZN, DG, LOW
  • Watch: Savings rate below 4%

The Pattern

When consumer health deteriorates, value retailers and QSR outperform discretionary. WMT +4.4%/qtr vs AMZN -2.5%/qtr in deteriorating periods.

4.0%
Savings Rate
Down from 31.8% peak
11.25%
Debt Service
Pre-pandemic level
-2.5%
Revolving Credit YoY
Deleveraging phase
2.3%
Real Income Growth
Slowing from 4%+

The Drawdown: Savings Rate vs Debt Service (2017-2025)

Rolling quarterly data shows systematic deterioration from COVID peaks

Source: FRED (PSAVERT, TDSP). Quarterly averages.

The "resilient consumer" has become Wall Street's favorite narrative. Month after month, spending data beats expectations. Retail sales grow. The economy keeps humming. But rolling analysis of consumer balance sheets reveals a different story: the resilience isn't structural strength—it's a systematic drawdown of pandemic-era buffers.

From April 2020 to September 2025, the savings rate collapsed from 31.8% to 4.0%—a 27.8 percentage point decline. Debt service ratios climbed from 9.1% back to 11.25%. After a historic credit card buildup (+15% YoY in late 2022), revolving credit is now contracting. These aren't signs of resilience. They're signs of exhaustion.

The Trajectory Matters More Than the Level

Consumer spending can stay elevated even as balance sheets deteriorate—until it can't. The 2006-2007 consumer looked "resilient" too. Rolling metrics showed the trajectory years before the crisis hit. Today's pattern rhymes: savings depleted, debt normalized, income growth fading.

I. The Three Pillars of Consumer Health

Consumer spending ultimately depends on three factors: income (what you earn), savings (your buffer), and credit (your borrowing capacity). Rolling analysis of these three pillars tells us whether consumer strength is sustainable or borrowed.

Savings Rate: The personal savings rate measures income not spent. During COVID stimulus, it spiked to 31.8%—unprecedented in modern history. Consumers accumulated an estimated $2.3 trillion in "excess savings." That buffer is now depleted. At 4.0%, the savings rate sits below pre-pandemic levels (6-7% historical norm), meaning consumers have less cushion than before.

Debt Service: The household debt service ratio measures how much income goes to debt payments. It dropped to 9.1% during COVID (forbearance programs, stimulus). It has since climbed back to 11.25%—essentially where we started. The pandemic provided temporary relief, not permanent improvement.

Credit Growth: After deleveraging during COVID (-12% YoY revolving credit in late 2020), consumers went on a borrowing spree (+15% YoY by late 2022). That's now reversed: revolving credit contracted 2.5% YoY in October 2025. When credit contracts, it signals either voluntary deleveraging or forced retrenchment. Neither is bullish for discretionary spending.

Rolling Consumer Health: The Trajectory (2019-2025)

Period Savings Rate Debt Service Real Income YoY Revolving Credit YoY Assessment
Pre-COVID (2019) 7.5% 11.6% +3.4% +4.0% Baseline
COVID Peak (2020) 17.3% 10.5% +8.5% -9.1% Stimulus Boost
Transition (2021) 12.1% 9.8% +2.8% +0.4% Drawdown Begins
Spending Surge (2022) 3.4% 10.7% -6.0% +14.5% Credit Surge
Normalization (2023) 5.4% 10.9% +5.5% +12.2% Stabilizing
Recent (2024) 5.6% 11.2% +3.1% +7.5% Slowing
Current (2025) ← Now 4.0% 11.25% +2.3% -2.5% Deleveraging

Annual averages from FRED (PSAVERT, TDSP, DSPIC96, REVOLSL). 2025 data through Q3.

II. Stock Implications: Trade-Down vs Trade-Up

Deteriorating consumer health doesn't mean all consumer stocks suffer. In fact, some benefit. The key is understanding who wins when consumers tighten their belts.

Counter-Cyclical Winners: Value retailers (WMT, COST) and quick-service restaurants (MCD) actually outperform when consumer health deteriorates. Why? Trade-down. When budgets tighten, consumers shift from premium to value. Walmart gains what Target loses. Costco benefits from bulk buying. McDonald's captures meals that would have gone to casual dining.

Pro-Cyclical Losers: Discretionary spending gets cut first. Home improvement (HD, LOW) suffers because big-ticket projects get delayed. Dollar stores (DG, DLTR) struggle because their core customer is most financially stressed. Amazon (AMZN) faces headwinds as Prime memberships get scrutinized.

Quarterly Returns by Consumer Health Trend (2018-2025)

Stock Deteriorating Health Improving Health Spread Category
WMT +4.38% +0.73% +3.65pp Counter-Cyclical
COST +7.40% +5.23% +2.17pp Counter-Cyclical
MCD +3.70% +0.18% +3.52pp Counter-Cyclical
XLY +1.20% +5.65% -4.45pp Pro-Cyclical
LOW +3.71% +10.27% -6.56pp Pro-Cyclical
AMZN -2.46% +13.60% -16.06pp Pro-Cyclical
DG -1.22% +4.33% -5.55pp Pro-Cyclical

Consumer health defined as Deteriorating (savings falling AND debt service rising), Improving (opposite), or Mixed. N=31 quarters.

The Divergence: Counter-Cyclical vs Pro-Cyclical

Rolling stock performance reveals the trade-down effect in real time.

Returns by Consumer Health Trend

Revolving Credit YoY vs XLY

III. The Current Setup

Where does this leave us today? The rolling data points to continued pressure:

Savings Near Depletion: At 4.0%, the savings rate sits below the pre-pandemic average of 6-7%. There's no buffer left. Any income shock now hits spending directly.

Debt Burden Normalized: The debt service ratio at 11.25% is back to 2019 levels. The pandemic provided a pause, not a reset. Consumers carry the same burden they did before.

Credit Contracting: Revolving credit growth turning negative (-2.5% YoY) is the clearest signal. Either consumers are voluntarily paying down debt (defensive), or they're hitting credit limits and getting denied (stress). Neither supports the "resilient consumer" narrative.

Income Growth Fading: Real disposable income growth has slowed from 5%+ in 2023 to 2.3% in 2025. That's barely above inflation. Without income growth, spending growth must come from savings drawdown or credit—both of which are exhausted.

What "Resilient" Actually Means

Resilience implies the ability to absorb shocks. The current consumer has depleted buffers (savings), normalized burdens (debt), and exhausted credit capacity. A resilient system can take a hit. This consumer is one job loss, one unexpected expense away from distress. The trajectory, not the level, tells the story.

IV. Implementation

The rolling analysis suggests positioning for continued trade-down dynamics rather than betting on consumer resilience.

Overweight: Trade-Down Beneficiaries

Value retailers and affordable food capture wallet share when budgets tighten. These names have historically outperformed by 2-4 percentage points per quarter during deteriorating consumer health periods.

WMT COST MCD KR YUM

Underweight: Discretionary Vulnerable

Home improvement, premium retail, and dollar stores face the most headwind. The spread vs counter-cyclical names widens to 6-16 percentage points quarterly in deteriorating periods.

AMZN LOW DG DLTR TGT

V. Conclusion

The Verdict: Resilience Is Not Strength

Rolling consumer health metrics reveal systematic deterioration since COVID peaks. The "resilient consumer" narrative confuses depleting buffers with structural strength. Position for trade-down dynamics until trajectory reverses.

Explore the Data

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Personal income, consumption expenditures, and savings analysis.

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Methodology Notes

Consumer health trend defined as "Deteriorating" when savings rate falling AND debt service rising quarter-over-quarter; "Improving" when opposite; "Mixed" otherwise. Stock returns are quarterly. Analysis period: 2018-2025 (31 quarters). Data sources: FRED (PSAVERT, TDSP, REVOLSL, DSPIC96), prices_daily_bulk.