“practically significant”

This average change in level outcome can be interpreted within context, and the researcher can consider the target population to ultimately determine whether a reduction of 1.36 in pain intensity is practically significant or not.

This is not only practically significant for applications in marine engineering, such as the inspection and maintenance of subsea facilities, but also supports scientific research, such as studies on marine biodiversity.

An important direction in the development of the results obtained is the development of practically significant methods for controlling the state of the carbon rock mass, that is, control over structural transformations in the substance, subject to an adequate assessment of its physicochemical state.

I’d suggest that in such cases conventional significance is less useful and it would be better to either tighten that to .01 or even better to use some effect size convention, such as Cohen’s to decide on what effects are practically significant and meriting discussion. 3.

A confidence level of 95% (α = 0.05) and an effect size of 0.93 were used to estimate the magnitude of practically significant differences.

The experimental results using this new Framework have once again demonstrated the arguments in section “ Contribution of this paper ” of the paper are entirely scientifically grounded and practically significant.

Thus, clinical examinations that are simple and quick to perform can be practically significant.

Interpretation of Statistical Results The statistical analysis corroborates the performance improvements of the BO-MAP algorithm, demonstrating that the gains in the TPR, AUC, and robustness are not only practically significant but also statistically significant.

Thus, simple, data-informed approaches can provide practically significant improvements in model performance for this dataset while maintaining use of the traditional and easily accessible partial least squares regression model.

RESPONSE: We agree, although our approach includes the changes to costs from implementing the TEXT ME intervention, so the mean difference also has to also be practically significant in order to recover these costs.

Preliminary experiments conducted with alternative chaotic maps did not yield practically significant improvements in classification accuracy.

Compared with both conventional biosorbents and engineered nanocomposites, MOS demonstrates a balanced and practically significant performance: although its q max is lower than that of MOFs, it surpasses all other low-cost and biogenic materials examined, while being synthesized from an abundant waste resource through simple thermal–acid activation.

Therefore, simple indicators such as the TyG index, which reflects insulin resistance, are more practically significant for monitoring metabolic phenotype transitions, particularly for Asians even with a normal BMI ( 26 , 27 ).

Considering metabolomics variability on a relatively long-term basis, careful experimentation with particular attention to control samples is required to ensure reproducibility and relevance of the research results when testing both fundamentally and practically significant hypotheses.

Practical & managerial contribution The study is practically significant for Chinese manufacturing SMEs as it outlines a path for enhancing sustainability through environmental awareness, renewable energy, and green innovation.

2 ), and this effect was practically significant based on Bayesian models.

The range of model performance (AUC) from 0.69 to 0.75 when varying the size change metric demonstrated that varying the size change metric also produced practically significant differences in our model’s performance.

4 Discussion and conclusion 4.1 Discussion The study revealed statistically and practically significant improvements in compassion, cultural humility, and mindfulness following the brief loving-kindness mindfulness exercise.

This is perhaps our most practically significant conclusion, since generative AI appears to hold great promise for many applications requiring fine-grained moral judgment and decision-making at society scale, and RLHF has emerged as the standard approach for aligning generative systems with human values.

However, the large effect size (d = 4.98) indicates that this difference is also practically significant, highlighting the challenge that traditional ensemble methods pose for deep learning approaches under certain extreme conditions.

Therefore, with an effect size of 0.882301 and a statistical power of 84%, indicating a very low likelihood of a Type II error, the results presented are both statistically and practically significant.

Conclusions This study thoroughly investigates the impact of dynamic features of light-based eHMIs on pedestrians’ crossing behavior, deriving several practically significant conclusions through systematic experimental design.

Only nonlinear viscoelasticity in polymers is comparably important for such small and practically significant perturbations.

This makes it a practically significant issue in pharmaceutical care.

Therefore, developing a method that can provide long-term alterations in reservoir wettability to enhance oil recovery is still greatly practically significant.