Barely Significant
← all excerpts

Predictive model on employee stock ownership impacting corporate performance.

Sci Rep · 2025 · PMC12219169 · PMID 40593046

Europe PMCDOI
1
hedged sentence
0.0100
closest p · 0.2× alpha
0.0100
boldest claim

The sentences

highly significantp <0.01actually significant
The social sentiment coefficient is insignificant in ARIMA and Random Forest ( p =0.12 and p =0.15), but highly significant in LSTM ( p <0.01), suggesting that traditional models are unable to resolve its time-varying effects.

also in 132,142 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.