ReviewFoods (Basel, Switzerland)2023
Blockchain-Based Frameworks for Food Traceability: A Systematic Review.
Review in Foods (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed.
- Food Defense Risk Assessment of an Edible-Coating Processing Line: A Comparative Case Study Using TACCP and CARVER+SHOCK.Foods (Basel, Switzerland) · 2026Article
- RiceBlock-0.2: secured precision rice farming framework using blockchain technology.Scientific reports · 2026Article
- Digital technologies for sustainable food supply chains: a scoping review of impacts on food safety, loss reduction, and implications for nutritional security.Frontiers in nutrition · 2026Review
- A Comprehensive Review of Technological Advances in Meat Safety, Quality, and Sustainability for Public Health.Foods (Basel, Switzerland) · 2025Review
- The Use of Industry 4.0 and 5.0 Technologies in the Transformation of Food Services: An Integrative Review.Foods (Basel, Switzerland) · 2025Review
- Design of a Blockchain-Enabled Traceability System forFoods (Basel, Switzerland) · 2025Article
- Assessment of Food Hygiene Non-Compliance and Control Measures: A Three-Year Inspection Analysis in a Local Health Authority in Southern Italy.Foods (Basel, Switzerland) · 2025Article
- The Piggy Solution: Harnessing Food Waste for Sustainable Hog Farming.Global challenges (Hoboken, NJ) · 2025Review
- BSVA: blockchain-enabled secured vertical aggregation algorithm for transactions management in drug traceability framework.Scientific reports · 2025Article
- Nanoparticle-based detection of foodborne pathogens: Addressing matrix challenges, advances, and future perspectives in food safety.Food chemistry: X · 2025Review
- Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace.Sensors (Basel, Switzerland) · 2025Article
- Integrity Challenges in Halal Meat Supply Chain: Potential Industry 4.0 Technologies as Catalysts for Resolution.Foods (Basel, Switzerland) · 2025Review
- Trade-off hacking: Have the cake and eat it too? Turning competing interests into win-wins in data-driven food technology.Open research Europe · 2025Article
- AI-driven transformation in food manufacturing: a pathway to sustainable efficiency and quality assurance.Frontiers in nutrition · 2025Article
- Recent advancements in meat traceability, authenticity verification, and voluntary certification systems.Italian journal of food safety · 2024Article
- Digital Anti-Aging Healthcare: An Overview of the Applications of Digital Technologies in Diet Management.Journal of personalized medicine · 2024Review
- The Future of Food.Foods (Basel, Switzerland) · 2024Review
- TrackChain: Hyperledger based pharmaceutical supply chain - Resource utilization perspective.Heliyon · 2024Article
- Assessing Leadership Capacity in the Food System: The Issue Leadership Scale.Foods (Basel, Switzerland) · 2023Article
- Blockchain-Based Smart Farm Security Framework for the Internet of Things.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With the rise of globalization and technological competition, the food supply chain has grown more complex due to the multiple players and factors involved in the chain. Traditional systems fail to offer effective and reliable traceability solutions considering the increasing requirement for accountability and transparency in the food supply chain. Blockchain technology has been claimed to offer the food industry a transformative future. The inherent features of blockchain, including immutability and transparency, create a dependable and secure system for tracking food products across the whole supply chain, ensuring total control over their traceability from the origin to the final consumer. This research offers a comprehensive overview of multiple models to understand how the integration of blockchain and other digital technologies has transformed the food supply chain. This comprehensive systematic review of blockchain-based food-supply-chain frameworks aimed to uncover the capability of blockchain technology to revolutionize the industry and examined the current landscape of blockchain-based food traceability solutions to identify areas for improvement. Furthermore, the research investigates recent advancements and investigates how blockchain aligns with other emerging technologies of Industry 4.0 and Web 3.0. Blockchain technology plays an important role in improving food traceability and supply-chain operations. Potential synergies between blockchain and other emerging technologies of Industry 4.0 and Web 3.0 are digitizing food supply chains, which results in better management, automation, efficiencies, sustainability, verifiability, auditability, accountability, traceability, transparency, tracking, monitoring, response times and provenance across food supply chains.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.