Efficiency and Technology Gap in European Apple Production—A Metafrontier Model for Germany, Italy, and Poland

ABSTRACT EU member states have exhibited varying rates of apple production growth. Technical efficiency (TE) estimation is suitable for identifying best‐practice farm performance. This study examined whether the development of the apple sector in Germany, Italy, and Poland was influenced by production efficiency, access to technology, as well as technological change, and assessed regional differences. In doing so, a translog stochastic metafrontier model was applied to farm‐level data from the Farm Accountancy Data Network (FADN) for the period spanning 2014–2020. The model was estimated with True Random Effects (TRE) and Mundlak True Random Effects (MTRE). We found that the available technology is sub‐optimally used in the three countries, with German farms producing at a level closest to the optimum. Furthermore, Poland had the lowest technology level among the three countries, while Germany and Italy produced close to the metafrontier. We found that subsidies significantly increase inefficiency in apple production in the three countries, while the effects of the share of family labor, and specialization in apple production differed among the countries. Therefore, country‐specific policies are needed to account for regional differences.

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Publication Details

Journal
Agribusiness
Published
2025-04-16
DOI
https://doi.org/10.1002/agr.22047
Citations
2
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
4.21
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article

Efficiency and Technology Gap in European Apple Production—A Metafrontier Model for Germany, Italy, and Poland

Jakub Staniszewski, Anika Muder
2 citations
Agribusiness
Efficiency Analysis Using DEA
4.21
article

Efficiency and Technology Gap in European Apple Production—A Metafrontier Model for Germany, Italy, and Poland

Jakub Staniszewski, Anika Muder
article en
2 citations

Abstract

ABSTRACT EU member states have exhibited varying rates of apple production growth. Technical efficiency (TE) estimation is suitable for identifying best‐practice farm performance. This study examined whether the development of the apple sector in Germany, Italy, and Poland was influenced by production efficiency, access to technology, as well as technological change, and assessed regional differences. In doing so, a translog stochastic metafrontier model was applied to farm‐level data from the Farm Accountancy Data Network (FADN) for the period spanning 2014–2020. The model was estimated with True Random Effects (TRE) and Mundlak True Random Effects (MTRE). We found that the available technology is sub‐optimally used in the three countries, with German farms producing at a level closest to the optimum. Furthermore, Poland had the lowest technology level among the three countries, while Germany and Italy produced close to the metafrontier. We found that subsidies significantly increase inefficiency in apple production in the three countries, while the effects of the share of family labor, and specialization in apple production differed among the countries. Therefore, country‐specific policies are needed to account for regional differences.

Agribusiness
Poznań University of Economics and Business (PL), Johann Heinrich von Thünen-Institut (DE), Czech Academy of Sciences, Economics Institute (CZ)
Openalex Percentile: Top 7%
Efficiency Analysis Using DEA
4.21
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Efficiency and Technology Gap in European Apple Production—A Metafrontier Model for Germany, Italy, and Poland — Jakub Staniszewski, Anika Muder · Agribusiness (2025) | TGRS Research Map | TGRS