Evidence map›Paper›PMID 40379750›Full record

ArticleScientific reports2025

Research on operation strategy of multiple channels pharmaceutical supply chain based on blockchain technology.

Yan Wen, Yan Wei, Lu Liu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Yan WenSchool of Business, Qingdao University, Qingdao, 266071, Shandong, People's Republic of China.
Yan WeiSchool of Business, Qingdao University, Qingdao, 266071, Shandong, People's Republic of China. weiyan@qdu.edu.cn.
Lu LiuSchool of Business, Qingdao University, Qingdao, 266071, Shandong, People's Republic of China.

Funding

Natural Science Foundation of Shandong Province ZR2019MG001
6 · The paper itself

Abstract

The pharmaceutical e-commerce market is rapidly expanding, with manufacturers and various e-commerce platforms actively exploring online pharmaceutical sales channels, while blockchain technology is introduced to ensure the transparency and authenticity of the pharmaceutical supply chain. This paper constructs a multiple channels pharmaceutical supply chain differential game model consisting of pharmaceutical manufacturer, traditional retailer and an e-commerce platform. This model explores online sales channel options for manufacturer and the impact of blockchain technology introduction on operational strategies such as pharmaceutical pricing and quality assurance inputs. The validity of the model is further confirmed through numerical examples and MATLAB simulations. The results indicate that consumer out-of-pocket percentage and preference for online channels influence the choice of online sales channel options for manufacturer. Specifically, when consumer out-of-pocket percentage or preference for online channels are low, the manufacturer should choose the reselling mode; conversely, it should choose the agency selling mode. Furthermore, the introduction of blockchain technology effectively improves both the retail price and authenticity of pharmaceuticals. This not only enhances consumer trust, but also drives market demand by enhancing the perceived quality of pharmaceuticals, thereby increasing the profitability of each supply chain member. Simultaneously, manufacturers' investment in pharmaceutical quality assurance of pharmaceuticals have risen, which, in the long run, positively affects business growth.

Indexed as

BlockchainCommerceDrug IndustryHumansPharmaceutical PreparationsPharmaceutical PreparationsBlockchain technologyDifferential gameMultiple channels pharmaceutical supply chainOperational strategySales channel option

Identifiers

PMID40379750
PMCPMC12084541

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.