agriculture
Article
Factors Influencing Technical Efficiency in the EU Dairy Farms
Zde ˇ nka Náglová
1
and Tamara Rudinskaya
2,
*
Citation: Náglová, Z.; Rudinskaya, T.
Factors Influencing Technical
Efficiency in the EU Dairy Farms.
Agriculture 2021, 11, 1114. https://
doi.org/10.3390/agriculture11111114
Academic Editor: Giuseppe
Timpanaro
Received: 18 October 2021
Accepted: 7 November 2021
Published: 9 November 2021
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1
Department of Economics of Food Industry and Agriculture, Institute of Agricultural Economics
and Information, Mánesova 1453/75, 130 00 Prague, Czech Republic; naglova.zdenka@uzei.cz
2
Department of Agricultural Commodities, Institute of Agricultural Economics and Information,
Mánesova 1453/75, 130 00 Prague, Czech Republic
* Correspondence: rudinskaya.tamara@uzei.cz; Tel.: +420-222-000-421
Abstract: This paper aims to analyse the technical efficiency (TE) of dairy farms and find its deter-
minants. To accomplish this problem, the Stochastic Frontier Analysis was applied. The data were
obtained from the Farm Accountancy Data Network database for dairy farms (TF15-45—Specialist
dairying) for 2004–2019. Dairy farms were divided into four clusters according to their physical size
(number of livestock units per farm) and economic size (standard output per farm). The largest farms
by physical and economic size are located in Denmark and Cyprus. The smallest, in comparison,
are in Bulgaria, Croatia, Latvia, Lithuania, Austria, Poland, Romania, and Slovenia. Farms in the
EU are relatively technically efficient, i.e., they use their resources efficiently to produce maximum
output (production). However, they have the potential to achieve better economic results and be
more competitive, as the size of farms’ is not fully optimised. The abolition of the milk quota can
be considered a factor in improving technical efficiency, as the indicator is higher after the abolition.
New and old member states have almost comparable technical efficiency levels (the p-value of the
t-test is 0.463), with old members having slightly higher level TE. Subsidies have contradictory
effects on TE. Farm efficiency with higher subsidies per cow is higher for farms with €51–100/cow.
However, as subsidies increase, TE decreases. Only the group of farms with the highest subsidies
has a higher TE. More diversified farms are more technically efficient than specialised farms. Milk
yield did not influence the analysed indicator. The analysis results can serve the stakeholders as a
tool for modelling future agricultural policy, as the European farms are very heterogenous and show
different conditions and economic outcomes.
Keywords: subsidies; farm size; milk; cluster analysis; stochastic frontier analysis; European Union
1. Introduction
The dairy sector is associated with a particular degree of uncertainty. In livestock,
diseases in animal husbandry, perishability of the product, product prices and feed prices
play a role and influence productivity positively and negatively [1]. The dairy sector is
affected by structural changes, including the geographical relocation of milk production
or the introduction of an intensive production system. These changes may affect farm
efficiency, farm profitability, or the sector’s sustainability in traditional milk-producing
areas [2].
EU milk production is important in a global context. EU countries are the second-
largest milk producers in the world (after India). The EU is also one of the largest milk
exporters, together with New Zealand and the United States. In 2020, milk production in
the EU increased. The largest importer is China. In the following years, EU production
is expected to grow, but at a slower rate than the global average; the herd is expected to
decrease but milk yields are expected to increase. The dairy sector has been relatively stable
during the pandemic, but some structural changes may have long-term implications [3].
The role of competitiveness in the dairy market has become significant. The main EU milk
production countries are Germany, France, the Netherlands, Poland, and Italy, that account
for more than 66% of the total EU milk production in 2019 [4].
Agriculture 2021, 11, 1114. https://doi.org/10.3390/agriculture11111114 https://www.mdpi.com/journal/agriculture