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Food chain economic analyses developed in the context of the scientific policy support for the Commission needs in the area of food value chains. The food chain approach of the agro-food markets is motivated by the increasing trends towards vertical integration, concentration and globalization in agro-food markets both in EU and globally.
The main areas of scientific policy support are:
  1. Policy analyses of the Commission legislative actions on “Initiative to improve the Food Supply Chain”: unfair trading practices: economic, market transparency and producers organizations

  2. Economic analyses of the differences in the composition of branded food products in the single market

  3. The role of market structure and governance of food supply chains for growth and employment

  4. Global food chains: implication of the inter-linkages between players in global food chains for growth, rural employment, food security

  5. Prospective research activities and new technologies

Data and dashboards

Featured contents

DataM flagship products with periodical data updates

Unfair Trade Practices - Yearly surveys

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Surveys yearly performed as from 2020 by the European Commission across all Member States and target suppliers covered by the UTP Directive at the different stages of the agricultural and food supply.
Last update: 20/12/2024 | Update frequency: annual

Ad-hoc contents

Datasets linked to terminated works, including studies periodically repeated.

The state of digitalisation in EU agriculture - Insights from farm surveys

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The data provides insights into the adoption of general IT and software tools and farm-specific technologies, key drivers and barriers, perceived sustainability aspects, and farm-level practices in data collection, management and sharing.
Last update: 16/09/2025

Survey: questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 5th wave

DG AGRI - JRC survey carried on between 16/09/2024 and 20/12/2024 about unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.
Last update: 20/12/2024

Survey: questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 4th wave

DG AGRI - JRC survey carried on between 01/12/2023 and 17/03/2024 about unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.
Last update: 22/03/2024

Survey: questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

DG AGRI - JRC survey carried on between 07/09/2020 and 28/02/2021 about unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.
Last update: 15/11/2023

Survey: questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 2nd wave

DG AGRI - JRC survey carried on between 11/10/2021 and 21/03/2022 about unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.
Last update: 15/11/2023

Survey: questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 3rd wave

DG AGRI - JRC survey carried on between 19/12/2022 and 15/04/2023 about unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.
Last update: 16/05/2023

Survey: innovation and sustainability in agrifood businesses

The European Commission's has launched the IN-PACT project with CARTIF Technology Centre on how agri-food businesses innovate products and practices to move towards a more sustainable EU agri-food sector.
Last update: 02/02/2022

Survey: covid effects on agricultural-food supply chain

The JRC launched a survey in July 2019 to monitor the impact of the COVID-19 pandemic on the EU’s agricultural-food supply chain - from farm to fork. The survey was running till 15th January of 2021. Find here the dashboard of the results.
Last update: 29/03/2021

Publications

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    Are consumers' attitudes regarding sustainability reflected on food choices? Evidence from a Discrete Choice Experiment in 10 European countries

    Year: 2025

    Authors: Solano-Hermosilla, G; Barreiro-Hurle, J

    Journal: Agricultural and Resource Economics

    Abstract: We assess whether consumers' attitudes towards sustainability are reflected in their food choices. Using an online survey, we elicit from 20,000 consumers in ten European countries the main motives when purchasing food, front-of-pack elements that signal differences in sustainability and purchase decisions. At the aggregated level, our results show that self-declared purchase motives translate into consumer choices, albeit in a divergent manner for the health and environmental components of sustainability. The findings can help policymakers and businesses to learn about the gap between attitudes and purchase behaviour and help them develop appropriate policies and strategies to promote sustainable food purchases.

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    The state of digitalisation in EU agriculture - Insights from farm surveys

    Year: 2025

    Authors: Antonioli, F; Ciaian, P; Fellmann, T; Tur Cardona, J; Rocciola, F; Ierardi, I; Crimeni, R; Anastasiou, E

    Journal: Publications Office of the European Union

    Abstract: The digitalisation of the EU agricultural sector is an essential part of the broader EU Digital Agenda and the Common Agricultural Policy (CAP) aiming to promote competitiveness, sustainability, and resilience in agriculture through digital transformation. This report analyses the current state of digitalisation in EU agriculture, covering the adoption of general IT and software tools and farm-specific technologies, key drivers and barriers, perceived sustainability aspects, and farm-level practices in data collection, management and sharing. The analysis is based on farm survey data from 1 444 respondents in nine EU Member States – Germany, Ireland, Greece, Spain, France, Italy, Lithuania, Hungary and Poland – collected between June and October 2024. The results show that while general IT and software tools are widely used, more expensive technologies specific to crop or livestock production have been less widely adopted. Adoption rates are higher among larger farms, those with better internet connectivity and those with specialised training. Key drivers of adoption include efficiency gains, cost savings, regulatory pressures and improved quality of life, while high costs and limited skills remain notable barriers. Farmers expect digital technologies to have positive economic, environmental and social impacts. Farm-level data collection is still largely manual or based on basic digital tools, which increases the administrative burden on farmers. Farmers appear to take a selective approach to data sharing, mainly due to concerns about privacy, security and data control. Promoting transparent data policies, ensuring farmers benefit from sharing and adopting a targeted policy approach for advanced technologies can help build trust and support wider digital adoption.

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    Much ado about nothing? An empirical analysis of consumer behaviour in the presence of ‘dual food quality’

    Year: 2025

    Authors: Di Marcantonio, F; Barreiro-Hurle, J; Menapace, L; Colen, L; Dessart, F.J; Ciaian, P

    Journal: Food policy

    Abstract: Marketing food products with slightly different compositions as identical across countries is a common practice in the food industry. While food companies argue that different versions reflect taste preferences, some Central and Eastern European consumers allege that multinational companies sell lower quality products using the same brand name and packaging as in Western European countries. The political attention gathered by this practice, exemplified by the dual food quality (DFQ) debate in the European Union (EU), has largely neglected how the presence of DFQ affects consumers’ purchase decisions. This study aims to help fill this gap. Additionally, it examines the impact of a policy intervention consisting of a ‘made for’ claim and the role of the brand name on consumer choices. Through online discrete-choice experiments and laboratory tasting and rating experiments in six EU countries, no systematic support is found for either the industry’s or the consumers’ arguments. Results also indicate that a policy requiring consumers to be informed about the destination market of different versions would increase consumers’ valuation of domestic products, while at the same time improving transparency and avoiding misleading consumers.

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    The impact of pre-empting dual food quality regulation on product reformulation and packaging  

    Year: 2024

    Authors: Nes, K; Antonioli, F; Di Marcantonio, F; Ciaian, P

    Journal: Food Policy

    Abstract: The objective of this paper is to analyse the changes in the occurrence of the Differences in Composition of Seemingly Identical, branded food Products (DC-SIP) – also known as “dual food quality” – in the EU and the role of the Unfair Commercial Practices Directive (UCPD) in affecting the food industry’s packaging and recipe formulation choices of branded food products. The occurrence of DC-SIP has decreased from 31 % in 2018/2019 to 24 % in 2021. Our regression results show that companies are more likely to alter the front packaging rather than the composition of the products to address DC-SIP issues. The likelihood that changes in recipe reformulations and front packaging are introduced simultaneously is statistically significant but not all recipe reformulations are introduced jointly with changes in front packaging. Our results provide evidence that the UCPD regulation plays a role in companies reformulating recipes or/and changing the product packaging, but it is not a main driver. Companies often justify the composition differences in DC-SIP by differences in market conditions across Member States. The DC SIP provisions in the UCPD give companies several options for addressing DC-SIP. For this reason, it is not a significant factor in impacting the companies’ choices to reformulate or change the packaging of products.

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    Study of the adoption of greenhouse gas mitigation technologies by EU livestock farmers

    Year: 2024

    Authors: Eory, V; Begho, T; MacLeod, M; Martinez, MA; Castellanos, V; Gómez-Barbero, M

    Journal: Publications Office of the European Union

    Abstract: Livestock production is responsible for most of the greenhouse gas (GHG) emissions from European agriculture. To achieve the climate targets in the European Union, reducing emissions from the food chain, and within that from livestock production, is imperative. Along with structural changes, management and technological improvements on farms have an important role in reducing GHG emissions. However, our understanding of the uptake of low-GHG practices is limited, with uneven evidence across countries and practices. This report adds to the evidence base on the uptake of mitigation practices by presenting the results of two surveys, one done with dairy farmers in Poland about the use of breeding indices, and the other with pig producers in France about multi-phase feeding. The results provide evidence of the importance of farm size and specialisation in practice uptake, while also pointing to the role of the processors in the case of milk production. The most common barriers are high cost, low return on investment and a perception that the farm is too small to implement such practices. Adopters mentioned the benefits of improved milk yield and genetics and also better knowledge of the herd in the case of the breeding index, and reduced feed costs and nitrogen excretion with multi-phase feeding. Simulations of greenhouse gas emissions associated with the adopters’ and non-adopters’ farming systems showed a potential reduction of GHG emission intensity in both cases, namely 9% for milk production with using the breeding index in the herd and 3% for pig meat production with multi-phase feeding.

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    Food-Checker: A mobile-based crowdsourcing application for dual quality of food

    Year: 2024

    Authors: Di Marcantonio, F; Nedelcu, BR; Padiu, B; Rebedea, T; Barreiro-Hurle, J; Ciaian, P

    Journal: Publications Office of the European Union

    Abstract: In the context of the policy debate and initiatives to address misleading practices that suggest to consumers that products marketed under the same brand and in the same or similar packaging have the same composition or characteristics across different Member States when this is not the case (often referred to as ‘dual quality’ (DQ)), the European Parliament has emphasised the importance of establishing a permanent monitoring system to track products sold on the single market. This feasibility study aims to explore the effectiveness of a crowdsourcing mobile app (Food-Checker) as a tool to monitor the occurrence of DQ. The app uses artificial intelligence (AI) technology and was tested using an awareness campaign and incentives to motivate users to submit product images. The app was piloted in five Member States (Germany, France, Italy, Poland and Romania) between September 2022 and March 2023. The study results demonstrate that Food-Checker can effectively utilise AI technology for monitoring DQ, particularly for capturing and extracting information from product packaging. Although there was a substantial awareness campaign, users’ engagement with the app was limited. In this regard, monetary rewards were found to be more effective than behavioural interventions. As a result of low user engagement and a small sample size, AI could not be fully trained in certain functions relevant to identifying DQ − such as identifying the same or similar branded products, distinguishing different product versions within a Member State and detecting DQ practices. The app could be a viable solution for monitoring DQ if the AI behind the app is further trained to enhance its performance and effective engagement tools are developed.

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    Adoption of sustainability innovations by operators in the EU food supply chain

    Year: 2023

    Authors: Solano-Hermosilla, G; Antonioli, F; Ciaian, P; Pinedo Gil, J; Fernández Casal, L

    Journal: Publications Office of the European Union

    Abstract: The European Green Deal and its farm-to-fork strategy have made food system sustainability an EU policy priority, with the aim of making the EU’s current food system fairer, healthier and more environmentally friendly. Notably, the farm-to-fork strategy highlights action areas for food supply chain operators, which give rise to both opportunities and challenges. Innovation in sustainability-enhancing products and practices is playing an increasingly important role in this transition to a sustainable food system; such innovation creates value for both companies and society and gives companies a competitive advantage. However, there is limited information on operator-level sustainability initiatives across the food supply chain. Importantly, to understand how regulations can effectively support this transition, policymakers must understand the drivers of and barriers to innovative sustainability initiatives. They must also be aware of how these initiatives work in practice and the expected implications and trade-offs in terms of the economic, social and environmental sustainability dimensions. This report attempts to bring together evidence on and provide a comparative assessment of sustainability innovation and innovative initiatives adopted by private operators in the EU food supply chain. The report’s analyses are based on microdata collected through an online survey of 426 representatives of EU food chain operators, industry associations and other related organisations. The results show that most of the operators surveyed had put in place a range of sustainability initiatives of different natures, such as process innovations, product innovations, technological/digital innovations, organisational innovations, marketing innovations and logistic process innovations. Impacts in the environmental dimension were the main sustainability improvement expected by respondents, followed by impacts in the social and economic dimensions. Market-related factors (demand and supply requirements) were found to be the main drivers of sustainability initiatives, followed by meeting regulatory requirements. The barriers to developing and implementing sustainability innovations most commonly indicated by respondents were a lack of economic resources, qualified human capital, technical resources, knowledge, a sustainability culture, public policy support, clarity in regulations and recognition by consumers or the market. The majority of the sustainability initiatives introduced relied on internal research and development and vertical collaboration with other actors in the food chain. Many respondents used indicators to measure the performance of sustainability innovations, but the coverage of the sustainability dimensions was heterogeneous. In terms of the performance of the sustainability initiatives adopted, the results indicate that the initiatives generated net-positive sustainability gains. At the same time, there were trade-offs between the sustainability dimensions. While the sustainability initiatives implemented generally had different sustainability impacts, they did not all result in net gains in all sustainability dimensions. Overall, respondents’ most common perception about the transition of the current food system towards sustainability was that this process was just beginning but progressing well.

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    EU-wide comparison of the characteristics and presentation of branded food products (2021)

    Year: 2023

    Authors: Nes, K; Antonioli, F; Di Marcantonio, F; Ciaian, P

    Journal: Publications Office of the European Union

    Abstract: Differences in composition of seemingly identical branded food products (DC-SIP) occur when a good is marketed in one Member State as being identical (same brand labelling and same or similar front-of-pack appearance) to a good marketed in another Member State while that good has a significantly different composition or significantly different characteristics. The Joint Research Centre (JRC) developed a common testing methodology to examine the occurrence of this practice in the European single market. This methodology was applied in the first EU-wide testing campaign in 2018/2019. The objective of this study is to replicate the 2018/2019 testing campaign to provide figures for 2021 on the occurrence of DC-SIP in the European single market and to compare them with the results of the 2018/2019 testing campaign. In addition to the result of this comparison, this report presents the results of a survey of brand owners about their (potential) actions regarding DC-SIP in response to recent regulatory changes, namely the amended Directive 2005/29/EC – the Unfair Commercial Practices Directive (UCPD) – where a specific provision on DC-SIP (Article 6(2)(c)) was introduced by Directive (EU) 2019/2161.

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    Benefits and costs of EU marketing standards in the cider sector

    Year: 2022

    Authors: Ricome, A; Solano-Hermosilla, G; Ciaian, P

    Journal: Publications Office of the European Union

    Abstract: The objective of this report is to qualitatively assess the added value of introducing EU marketing standards in the cider sector, and their costs and benefits from socioeconomic, environmental and health perspectives. For this purpose, the report also analyses the current public and private marketing standards that operators in the cider sector apply in different Member States. The analyses in the report are based on semi-structured interviews conducted with stakeholders from the cider sector.

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    Do producer organizations improve trading practices and negotiation power for dairy farms? Evidence from selected EU countries

    Year: 2022

    Authors: Di Marcantonio, F; Havari, E; Colen, L; Ciaian, P

    Journal: Journal of the International Association of Agricultural Economics

    Abstract: This article analyzes the impact of producer organizations (POs) on dairy farmers’ self-assessed experiences of unfair trading practices (UTPs) and negotiation power. We employ an endogenous switching regression (ESR) model using cross-sectional survey data collected in four EU countries: France, Germany, Spain, and Poland. The results show rather mixed impacts of PO membership. PO membership reduces the likelihood of farmers reporting UTPs. On the other hand, PO membership is found to reduce the self-assessed negotiation power of PO members. The estimated impact of PO membership is found to be largest for smaller farms.

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Partners

CARTIF

CARTIF is a horizontal, private and non-profit Research Institution, whose main mission is providing innovative solutions to the industry to enhance their processes, systems and products, improving their competitiveness and creating new business opportunities.

CARTIF

Projects

IN-PACT

IN-PACT (“Sustainable Innovation and Innovative practices in the Agri-food supply chain”) is a financed tender by JRC which studies the sustainable innovation and innovative practices among the agri-food supply chain in the european union, to respon to how we are in the transition trend towards a more sustainable food system.

IN-PACT

Surveys

Results of survey on covid effects on agricultural-food supply chain.

Questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

Survey was over on 15 January 2021.

Please follow this link to see the results.

Results of survey to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 1st wave.

Questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

Survey was over on 28 February 2021.

Please follow this link to see the results.

Results of survey to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 2nd wave.

Questionnaire (2nd wave) to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

Survey was over on 21 March 2022.

Please follow this link to see the results.

Results of survey to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 3rd wave.

Questionnaire to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

Survey was over on 15 April 2023.

Please follow this link to see the results.

Results of survey to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs) - 4th wave.

Questionnaire (4th wave) to suppliers in the agricultural and food supply chain on unfair trading practices (UTPs)

Survey was over on 15 March 2024.

Please follow this link to see the results.

Survey on innovation and sustainability in agri-food businesses.

Survey on innovation and sustainability in agri-food businesses available in 22 languages, in the context of the IN-PACTproject

Survey was over on 15 April 2022.

The online survey ran from December on the Madisoon tool and from 2nd of February on the EU Survey platform.

Please follow this link to see the participation.

Topics

Unfair trade practices

DataM page on the unfair trading practices (UTPs) in business-to-business relationships in the agricultural and food supply chain - Directive (EU) 2019/633.

Data platforms & databases

FADN

The farm accountancy data network (FADN) monitors farms' income and business activities. It is also an important informative source for understanding the impact of the measures taken under the common agricultural policy.

FADN

Forums

European Food Forum

The European Food Forum is an independent, politically-led, non-partisan forum led and governed by our elected Members of the European Parliament that aims to promote open dialogue on sustainable food systems among policymakers, food supply chain actors, civil society organizations, research and academia, and other public institutions. The European Food Forum does not itself take positions on specific policy issues.

Policy pages

European Green Deal

Climate change and environmental degradation are an existential threat to Europe and the world. To overcome these challenges, Europe needs a new growth strategy that will transform the Union into a modern, resource-efficient and competitive economy.

UN SDGs

The 2030 Agenda for Sustainable Development, adopted by all United Nations Member States in 2015, provides a shared blueprint for peace and prosperity for people and the planet, now and into the future.

SDGs

Regulations

Directive (EU) on unfair trading practices

Directive (EU) 2019/633 of the European Parliament and of the Council of 17 April 2019 on unfair trading practices in business-to-business relationships in the agricultural and food supply chain

Directive (EU) 2019/633
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