Sentence examples for based on panel data from inspiring English sources

The empirical analysis is based on panel data from northern Mali, collected in 1997-98.

Based on panel data on the largest German companies, the econometric analysis shows a positive influence of external executives on innovative firm performance, measured by patent applications.

To shed further light on this complex relationship, we report the results of a longitudinal study based on panel data of 414 companies in the German mechanical engineering industry collected over a five-year period.

The authors have studied the spatial dynamics of the forest land in this region during the past 20 years based on panel data of four periods (1988 , 1995 2000, 2005), and comprehensively characterized its changing patterns under the macroscopic context of rapid economic growth, social change and technical progress.

Most of the impactful articles are based on panel data.

Findings suggest that studies are mostly performed based on panel data and only several studies include sophisticated statistical analysis.

Based on panel-data analysis using detailed university-level data on academic spinoffs, we identify three classes of institutionally-defined rules that can motivate faculty members to establish a spinoff company.

More recently, such discrepancies have also been observed between cross-section studies and panel studies based on micro panel data.

Based on the panel data models, we see that the funding volume itself is not statistically significant, with t-statistics ranging from 0.03 to 0.98, depending on the panel data model and whether we use the three- or five-factor model as a benchmark.

Linear regression based on dynamic panel data, examined the impact of working capital on competitive performance.

Our study adds to the limited evidence on this topic with an empirical investigation based on a panel data set for a broad sample of university researchers.