The Impact of the E-Commerce Market on Freight Transport – The Use of Regression Analysis to Simulate Logistic Processes

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Dominika KOTULSKA1, Karolina TRZYNIEC2, Maciej GLINIAK2 and Piotr WALĄG2

1Cracow University of Technology, Poland

2University of Agriculture in Krakow, Poland

Abstract

The aim of the research was to analyze the impact of the development of the e-commerce industry on freight transport in Poland. As part of the work, the scale of interactivity of individual analyzed parameters was shown. Data from 2011-2019 were obtained to study the impact of the e-commerce industry on the transport of goods. All of the presented data describe the Polish market. The statistical analysis included the following tools: Pearson’s linear correlation, least squares regression analysis, and the coefficient of determination R2. A significance test was performed for each model. The conducted research has shown that the e-commerce industry has a direct impact on the development of road transport in Poland.

Keywords: E-Commerce, Regression, Transport, Simulation.
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