How to read this section: We test whether three price-based signals —
12-month momentum (trailing stock return), realized volatility (annualized standard deviation of daily returns), and
relative strength (stock return minus S&P 500 return) — predict next-quarter fundamental outcomes:
revenue growth, operating margin change, and ROE change (all year-over-year to remove seasonality).
Each cell shows the Pearson correlation (r) between signal at quarter Q and outcome at quarter Q+1.
Values closer to +1 or −1 indicate stronger predictive relationships. “n” is the number of quarterly observations.
The analysis examines the relationship between three price-based signals—12‑month momentum, realized volatility, and relative strength—and three fundamental outcomes: revenue growth, margin change, and ROE change over a 45‑quarter window (2015Q1‑2026Q1) for ConnectOne Bancorp, Inc. (CNOB). The strongest observed relationship is a notable negative correlation between 12‑month momentum and revenue growth (r = -0.41, p = 0.008, n = 41), indicating that periods of declining stock price momentum tend to precede higher subsequent revenue growth. Other signal–outcome pairs show weaker associations, with absolute r values ranging from 0.09 to 0.37 and limited statistical significance. No consistent cross‑company patterns emerge, as CNOB is the sole firm examined.
12M Momentum vs Revenue Growth: r = -0.41 (p = 0.008, n = 41) – notable predictive signal.
Realized Volatility vs Margin Change: r = 0.37 (p = 0.017, n = 41) – weak but statistically significant.
All Relative Strength correlations are weak and non‑significant (|r| ≤ 0.22, p > 0.15).
No cross‑company patterns identified; findings are specific to CNOB.
Limitations: Sample size is limited to 41 quarterly observations, reducing statistical power. Correlations do not imply causation; observed relationships may be driven by omitted variables or regime shifts in the banking sector. Signal effectiveness could vary across market cycles; results derived from a single firm may not generalize to other banks.
CNOB
For ConnectOne Bancorp, 12‑month momentum exhibits a notable inverse relationship with future revenue growth (r = -0.41, p = 0.008, n = 41). This suggests that when the stock experiences sustained price declines over the prior year, the market may be underpricing upcoming top‑line expansion, perhaps because investors focus on short‑term earnings volatility rather than longer‑term loan portfolio growth. Realized volatility shows a modest negative correlation with revenue growth (r = -0.37, p = 0.018) and a weak positive link to margin change (r = 0.37, p = 0.017), implying that higher price swings may signal upcoming pressure on profitability but also potential for margin improvement as risk premiums adjust. Relative strength provides only negligible predictive power across all fundamentals, with r values below 0.22 and non‑significant p‑values, indicating limited usefulness in this banking context.