Financials · CIK 0000315293

AON Aon plc

Little or no relationship

Aon plc showed little relationship between MD&A tone and quarterly net income.

Relationship strength (, primary)

-0.06

Sample

14 quarterly observations

More established sample

Multiple-testing check

Does not remain notable after adjusting for hundreds of tests. Why?

Pearson (secondary): -0.41 Why show both?

The analysis measures a same-filing relationship, not a forecast. Limitations

Tone vs earnings change

Each dot represents one 10-Q filing. Points farther right have more positive MD&A tone. Points higher on the chart had stronger year-over-year net income growth, after extreme percent changes are capped. Upper-right and lower-left points indicate tone and earnings moving in the same direction. How to read this chart

Direction agreement

Tone and earnings moved in the same direction in 9 of 13 comparable quarters.

9 / 13 direction agreement

How is agreement calculated?

Statistical details (Pearson, p-values, q, confidence interval)

Spearman ρ (exact)	-0.059 (p=0.840)
Pearson r	-0.413 (p=0.142)
95% CI (Pearson)	[-0.77, 0.15]
FDR q	0.396
Sample size (n)	14 · More established sample
Agreement	9 / 13 (9 / 13)

Revenue analysis (secondary metric)

Secondary to net income because revenue concepts are less comparable across some industries.

Revenue comparison not used

Revenue comparison is not used for this industry because companies report revenue-like concepts differently.

Why?

Annual 10-K analysis (secondary analysis)

Annual samples are shorter and are not mixed into the default quarterly board.

Relationship

Weak positive

Spearman

0.40

Pearson

0.55

Sample

4 annual observations

Filing history

Tone shown to three decimals so small nonzero values stay visible.

Quarterly (10-Q)

Date	Form	Tone	Net income YoY	Revenue YoY
Jul 29, 2026	10-Q	+0.180	-4.8%	n/a
May 1, 2026	10-Q	+0.125	+25.6%	n/a
Oct 31, 2025	10-Q	+0.192	+33.5%	n/a
Jul 25, 2025	10-Q	+0.235	+10.5%	n/a
Apr 25, 2025	10-Q	+0.108	-9.9%	n/a
Oct 25, 2024	10-Q	+0.105	-24.8%	n/a
Jul 26, 2024	10-Q	+0.135	-6.4%	n/a
Apr 26, 2024	10-Q	+0.091	+2.0%	n/a
Oct 27, 2023	10-Q	+0.206	+11.8%	n/a
Jul 28, 2023	10-Q	+0.158	+11.8%	n/a
Apr 28, 2023	10-Q	+0.130	+2.6%	n/a
Oct 28, 2022	10-Q	+0.041	+145.3%	n/a
Jul 29, 2022	10-Q	+0.085	+32.2%	n/a
Apr 29, 2022	10-Q	+0.133	+12.0%	n/a
Oct 29, 2021	10-Q	+0.119	n/a	n/a

Annual (10-K)

Date	Form	Tone	Net income YoY	Revenue YoY
Feb 13, 2026	10-K	+0.068	+39.2%	n/a
Feb 18, 2025	10-K	+0.095	+3.5%	n/a
Feb 16, 2024	10-K	+0.080	-1.0%	n/a
Feb 17, 2023	10-K	+0.109	+106.3%	n/a
Feb 18, 2022	10-K	+0.050	n/a	n/a