The phrase "a quantitative approach based on" is correct and usable in written English.
You can use it when discussing research methods or analytical frameworks that rely on numerical data or statistical analysis.
Example: "In this study, we employed a quantitative approach based on survey data to assess consumer behavior."
Alternatives: "a numerical method grounded in" or "a statistical strategy relying on".
Houseknecht (1987) and Ehrenberg (1989, 1995) developed a quantitative approach based on point count data to compute the original intergranular porosity loss due to compaction (COPL) and cementation (CEPL).
Finally, as for the design of the actuators, a quantitative approach based on the outcomes of the system linear stability analysis has been proposed, in order to define the maximum safety value for the extraction speed of the control rods.
Here, in order to reveal the mechanism of spontaneous cell migration, we employed a quantitative approach based on the statistical analysis of the cell shape of single Dictyostelium cells.
We then used a quantitative approach based on the principle that allelic diversity in a population reduces faster than heterozygosity after going through a bottleneck, resulting in a relative excess of heterozygotes (Cornuet and Luikart 1996; Spencer et al. 2000).
To automatically flag single plates with artifacts that need correction, we employed a quantitative approach based on calculation of the Z'-factor and the SSMD scores (Z' and SSMD, Table 1) (Zhang, 2011; Zhang et al., 2007).
Here we propose a quantitative approach based on the notion that it may be possible to predict the amount of additional information required to change a non-significant meta-analytic result to a significant one.
We propose to move from a binary approach in trials to a more quantitative approach, based on differences in cumulative glycemic exposure.
A more quantitative approach, based on results from actual past projects, is needed.
In this work, a recently developed quantitative approach based on the principles of detection theory is used in order to determine the possibilities and limitations of High Resolution Scanning Transmission Electron Microscopy (HR STEM and HRR TEM for atom-counting.
A thorough theoretical analysis of this quantitative approach based on bibliometrics is illustrated with the case study from the medical device industry.
The quantitative approach based on the statistics metrics such as RMSD, MAPD and CCD to compare the EMI spectra is also presented.
