SynthesisHuman vaccines & immunotherapeutics2025
Literature review: Current trends and future prospects of digital vaccine supply chain support technology.
Synthesis in Human vaccines & immunotherapeutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.
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
2 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital transformation and emerging technologies in healthcare and pharmaceutical supply chains: a bibliometric mapping review.Frontiers in digital health · 2026Pooled it
- A multi-product, multi-period vaccine supply chain network planning with injection centers and storage conditions.PloS one · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The digital vaccine supply chain (DVSC) harnesses modern information technology to track, monitor, and manage the entire vaccine process in real-time, ensuring vaccine quality and safety while enhancing the transparency and efficiency of the supply chain (SC). This paper undertakes a systematic literature review of research papers on DVSC support technology, adopting the Bibliometric-Systematic Literature Review (B-SLR) method. It addresses the gaps in previous research in this area and offers new ideas and perspectives for further applications. The results suggest that the DVSC can gain advantages from the perspective of supporting technology and identify research opportunities for the digital-technology community. Further research in this field holds promise, and we propose intriguing research directions. This study clearly presents the research theoretical framework of DVSC support technology. We expect that, to some extent, it can predict the future development direction of DVSCs.
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.