ReviewHeliyon2023
"Blockchain technology in food safety and traceability concern to livestock products".
Review in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed, 112 citations in OpenAlex.
- Artificial Intelligence in Postharvest Food Safety Control of Animal-Source Foods: Evidence Thresholds, Validation, and Regulatory Applicability.Veterinary sciences · 2026Review
- Holistic IoT and cloud-based telemetry architecture for proactive fire monitoring in smart agriculture.Scientific reports · 2026Article
- Poultry gut health: industry drivers, management determinants, and emerging research directions.Veterinary and animal science · 2026Review
- Enhancing fruit supply chain traceability through blockchain and cryptographic protocols for achieving UN sustainable development goals.Scientific reports · 2026Article
- Blockchain and Megatrends in Agri-Food Systems: A Multi-Source Evidence Approach.Foods (Basel, Switzerland) · 2026Article
- Dietary Supplements in Pregnancy and Postpartum: Evidence, Safety Challenges and a Precision Nutrition Framework (GAPSS).Antioxidants (Basel, Switzerland) · 2026Review
- Circular bioeconomy: policy and regulatory impacts on livestock production systems.Animal frontiers : the review magazine of animal agriculture · 2025Article
- Innovative Technologies Reshaping Meat Industrialization: Challenges and Opportunities in the Intelligent Era.Foods (Basel, Switzerland) · 2025Review
- Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace.Sensors (Basel, Switzerland) · 2025Article
- Interval price prediction of livestock product based on fuzzy mathematics and improved LSTM.PloS one · 2025Article
- Recent advancements in meat traceability, authenticity verification, and voluntary certification systems.Italian journal of food safety · 2024Article
- Article
- A qualitative analysis of rural fishermen: Potential for blockchain-enabled framework for livelihood sustainability.Heliyon · 2024Article
- Overview of Food Preservation and Traceability Technology in the Smart Cold Chain System.Foods (Basel, Switzerland) · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Livestock products share more than fifteen percent of total agri-foods traded worldwide. A global increase in food demand has increased the risk to food safety. Improvements in food quality, cold chain transit, and preservation are required for safe livestock products. Though, the food safety and regulation authorities demand complete food traceability from farm to fork, but in traditional supply chain it is ignored by fiddling with the transit paperwork and bill invoices. The process of supply chain reformation and activities linked to food recalls during food safety issues are insanely expensive and challenging. Traceability-driven food supply chain management is likely to implement novel technologies like the Internet of Things (IoT). The capability of the Blockchain era within the food sector is emerging with use cases across different regions, as shown via the growing number of studies. Credibility, efficiency, and safety are all improved when food products can be instantly traced from their point of origin through all points of contact on their way to the consumer. Blockchain assures a tamper-proof and transparent system that allows an innovative business solution, together with smart contracts. However, there are significant difficulties with the implementation of blockchain technology for food traceability. It necessitates more and more training platforms as well as trainers, who can make understanding and operability of this technology easy among ground-level participants and food entities. For the tactical application of this technology, it is essential to comprehend the legal and regulatory framework.
Indexed as
Identifiers
What OpenQuestion holds
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.