AI Research XOMXOM_earningsmacro:brent_daily

Does XOM 20-day realized beta to Brent fall after positive EPS surprises?

8
Analysed positive-surprise reports

Earnings beats are supposed to make XOM trade more like a company and less like a crude proxy. Over the past three years, the opposite showed up. Across the 8 quarterly reports with a positive EPS surprise, XOM's 20-day realized beta to Brent averaged 0.24 before the print and 0.34 after — higher, not lower.

The direction was consistent, too: beta fell in only 2 of the 8 events, and the largest swings were increases. Correlation tells the same story. With 8 observations and noisy 20-day beta estimates, this is inconclusive rather than proof of a reverse effect — but there is no support here for the decoupling thesis.

The full event-by-event breakdown, methodology and significance tests are in the analysis below.

The research question

Over the past ~3 years, does XOM's 20-day realized beta to Brent crude fall after a positive quarterly EPS surprise relative to the 20 days before the report? I expect a supermajor earnings beat to shift XOM's returns from oil-beta pass-through to company-specific capital-return and cost-control news, so realized correlation with Brent should decline.

How this was measured

Built daily XOM returns from minute bars and aligned Brent daily settlement prices onto the XOM trading calendar. Screened XOM earnings for reports with reported surprise percentage above zero. For each qualifying report, located the first XOM trading day on or after the report date and measured realized beta as the OLS slope of XOM daily returns on Brent daily returns over the 20 trading days before the report (t-20..t-1) and the 20 trading days after the report (t+1..t+20). The primary comparison is the paired change in pre- vs post-event beta; correlation is reported as a supplement.

The key numbers

Analysed positive-surprise reports
8
XOM/Brent range 2023-09-01 to 2026-08-28
Mean pre 20d beta
0.241
OLS slope XOM returns on Brent returns, t-20..t-1
Mean post 20d beta
0.343
OLS slope XOM returns on Brent returns, t+1..t+20
Mean beta change (post - pre)
0.102
Positive = beta rose after surprise, opposite to hypothesis
Median beta change
0.163
Less sensitive to a single large swing than the mean
Fraction of events with beta decline
25.00%
Share of reports where post-beta < pre-beta
Mean pre 20d correlation
0.334
Supplementary; beta is the primary object
Mean post 20d correlation
0.491
Supplementary; beta is the primary object
Paired one-sided t-stat
0.751
H1: post-beta < pre-beta
Paired one-sided t-test p
0.7613
One-sided p=0.7613 >= 0.05 -> beta decline not statistically clear
Wilcoxon one-sided p
0.9023
Wilcoxon p=0.9023 >= 0.05 -> shift not statistically clear

Reading the numbers

Across 8 positive EPS surprises, XOM's average 20-day beta to Brent actually rose from 0.24 to 0.34, not fell, and it dropped in only 25% of cases. The paired tests (p=0.76 and p=0.90, well above the usual 0.05 threshold) say this sample gives no reliable evidence of a decline either way.

The charts

XOM 20-day realized beta to Brent before vs after positive EPS surprises
What this chart says

These two side-by-side boxes show the 20-day oil beta for each XOM report window, measured before the earnings release and again after it. The 'after' box sits higher than the 'before' box — its mean moves from roughly 0.24 to 0.34 and its top whisker reaches 0.73, versus a high of 0.95 before — so the typical event pushed XOM's returns more in line with Brent, the opposite of the hypothesis. What deserves your eye is the upward shift in the middle of the boxes rather than any single outlier: only one quarter of the 8 events saw beta fall, so the decline you were looking for is the minority case here, not the pattern.

Pre vs post realized beta by report
What this chart says

This scatter plots each report as one dot, with its pre-surprise beta on the horizontal axis and its post-surprise beta on the vertical axis; points above the diagonal mean beta rose after the beat. Most dots sit above that invisible 45-degree line, and the pre-beta range runs from about -0.02 (essentially no oil linkage) up to 0.95, while post-beta stays in a tighter 0.07 to 0.73 range. The takeaway for your question is that the movement is not a clean rotation into company-specific news — the low-beta events tend to drift up and the high-beta ones drift down, which is the noise the report flags rather than a systematic post-earnings decoupling from Brent.

Per-event XOM-Brent 20-day beta around positive EPS surprises

report_datesurprise_pctpre_betapost_betadelta_betapre_corrpost_corr
2024-02-0213.240.1780.067-0.1110.2620.051
2024-04-260.98-0.0190.2610.28-0.0370.417
2024-08-026.470.1120.540.4280.0960.811
2024-11-012.130.2690.3830.1140.750.454
2025-01-3110.970.220.7260.5060.2830.769
2025-05-021.150.9530.228-0.7250.770.444
2025-08-015.130.0550.1870.1330.0740.252
2026-07-3111.680.1610.3530.1920.4710.728

The takeaway

The answer is no — XOM's 20-day beta to Brent did not fall after positive EPS surprises; it went the other way. Averaged across the 8 qualifying reports, realized beta was 0.24 in the 20 days before the report and 0.34 in the 20 days after, a mean increase of about +0.10 (median +0.16). Beta actually declined in only 2 of the 8 events, so 75% of the time it rose, and the biggest moves were upward — +0.43 after the August 2024 report and +0.51 after January 2025. The one-sided test for a decline came in at p = 0.76, and the rank-based version at p = 0.90, both nowhere near the 0.05 bar, which is what you'd expect if there were no effect at all. With just 8 events and noisy 20-day beta estimates, this is inconclusive rather than proof of a reverse effect — but there is zero support here for the idea that a beat decouples XOM from crude. Practically: don't build a trade or a risk model around the notion that earnings beats mute XOM's oil beta over the following month.

The fine print