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IQV vs VEEV: Correlation

IQVIA (IQV) and Veeva Systems (VEEV) show a moderate relationship: their 3-year correlation of weekly returns is 0.46.

Data as of 2026-08-27 · refreshed every trading day · weekly returns · methodology

Correlation (3Y)
0.46
moderate
Correlation (1Y)
0.49
last 12 months
Correlation (5Y)
0.51
long-run
Ann. covariance
692.4
%² · weekly, annualized

How correlated are IQV and VEEV?

On 3 years of weekly data the IQV/VEEV correlation comes out at 0.46, moderate. Little has changed lately, as the 1-year reading of 0.49 lands near the 3-year figure. The 5-year figure is 0.51, and annualized covariance runs at 692.4 %².

Among the 37 assets we track against IQV, VEEV ranks #19 by 3-year correlation. The last year tells two different stories: IQV led by 42.9 percentage points, +39.0% for IQV against -3.9% for VEEV. Across three years, the rolling one-year figure varied moderately, from 0.27 to 0.60.

+1.0+0.50-0.5-1.020232026-08-27
How the one-year correlation itself moved over the past three years.
How is this computed?

Pearson correlation on weekly returns: ρ(A,B) = cov(rA, rB) / (σA · σB), over windows of 52, 156 and 260 weeks. Covariance is annualized (×52) and expressed in %². Full definitions on the methodology page.

IQV vs VEEV: side by side

IQV (IQVIA)VEEV (Veeva Systems)
1-year return+39.0%-3.9%
5-year return+0.3%-15.2%
Volatility (ann.)37.9%40.0%
Beta vs S&P 5000.930.99
Max drawdown (3Y)-47.1%-50.5%
Market cap$43.2B$45.8B
P/E (trailing)32.646.3
Dividend yield0.00%0.00%
Sector / categoryHealth CareHealth Care
Lower P/E: IQV 32.6 vs 46.3Smaller drawdown: IQV -47.1% vs -50.5%Higher 5y return: IQV +0.3% vs -15.2%
-44%0%+40%2025-09-052026-08-27
Twelve months of weekly closes, each series rebased to 100. IQV · VEEV

Year-by-year returns

YearIQVVEEV
2022-27.4%-36.8%
2023+12.9%+19.3%
2024-15.1%+9.2%
2025+14.7%+6.2%
2026+16.4%+26.4%

Calendar-year price returns; the current year is year-to-date as of the data date above.

Are IQV and VEEV good diversifiers for each other?

Yes, to a useful degree: a correlation of 0.46 leaves real independence between the two, which historically damped combined volatility.

FAQ

What is the correlation between IQV and VEEV?

Using weekly returns as of 2026-08-27: 0.46 over 3 years, with 0.49 over the last year and 0.51 over 5 years.

Is VEEV a good diversifier for IQV?

Yes, to a useful degree: a correlation of 0.46 leaves real independence between the two, which historically damped combined volatility.

What does a correlation of 0.46 mean?

A reading of 0.46 sits on a scale from −1 (opposite moves) through 0 (unrelated) to +1 (identical moves). Correlation captures direction, not magnitude or performance.

Use this data

JSON API · no key required
$ curl https://www.pairbook.io/api/v1/pairs/iqv-vs-veev.json

IQV vs VEEV: 3-year weekly correlation 0.46IQV vs VEEV0.46

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Hubs: IQV correlations · VEEV correlations