The gravity of electromobility. An early investigation of structural change in automotive industry

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Date
2026-03Author
Baran, Jan
Czechowski, Patryk
Mućk, Jakub
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In this paper we examine the role of the electromobility transformation for exports of the automotive sector. To do so, we propose a novel mapping of granular codes of automotive products into three categories: (i) combustion-specific, (ii) neutral, and (iii) electric-specific. We estimate a standard gravity model of the trade flows of automotive products, comparing the three categories with each other. We demonstrate that key drivers of export of the electric-specific products are similar to the combustion-specific ones. However, exports related to electric vehicles are more technologically intensive and supported by either a domestic R&D potential or international knowledge spillovers through FDI. In particular, export-oriented production of electric-specific intermediates proves to be to a large extent R&D intensive. Our results also suggest that the ongoing structural change in the automotive industry leads rather to intra-industry reorganization than to more fundamental restructuring of existing Global Value Chains.
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