Financials · CIK 0001123360

GPN Global Payments

Little or no relationship

Global Payments showed little relationship between MD&A tone and quarterly net income.

Relationship strength (, primary)

0.15

Sample

15 quarterly observations

More established sample

Multiple-testing check

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

Pearson (secondary): 0.08 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 3 of 5 comparable quarters.

3 / 5 direction agreement

How is agreement calculated?

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

Spearman ρ (exact)	0.154 (p=0.585)
Pearson r	0.076 (p=0.787)
95% CI (Pearson)	[-0.45, 0.57]
FDR q	0.880
Sample size (n)	15 · More established sample
Agreement	3 / 5 (3 / 5)

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

Moderate positive

Spearman

0.60

Pearson

-0.05

Sample

5 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
Aug 5, 2026	10-Q	+0.077	-94.6%	n/a
May 8, 2026	10-Q	+0.033	-688.7%	n/a
Nov 4, 2025	10-Q	-0.021	+101.6%	n/a
Aug 6, 2025	10-Q	-0.049	-35.5%	n/a
May 6, 2025	10-Q	-0.039	-2.4%	n/a
Oct 31, 2024	10-Q	+0.065	-12.9%	n/a
Aug 7, 2024	10-Q	+0.018	+36.7%	n/a
May 1, 2024	10-Q	+0.020	+2937.7%	n/a
Oct 31, 2023	10-Q	+0.012	+24.6%	n/a
Aug 1, 2023	10-Q	+0.021	+140.7%	n/a
May 3, 2023	10-Q	-0.008	-104.5%	n/a
Oct 31, 2022	10-Q	-0.109	-2.1%	n/a
Aug 1, 2022	10-Q	-0.066	-355.3%	n/a
May 2, 2022	10-Q	+0.014	+24.4%	n/a
Nov 2, 2021	10-Q	+0.158	+34.3%	n/a

Annual (10-K)

Date	Form	Tone	Net income YoY	Revenue YoY
Feb 20, 2026	10-K	+0.005	-10.8%	n/a
Feb 14, 2025	10-K	+0.039	+59.2%	n/a
Feb 14, 2024	10-K	+0.030	+784.6%	n/a
Feb 17, 2023	10-K	+0.023	-88.5%	n/a
Feb 18, 2022	10-K	+0.110	+65.2%	n/a