Evidence map›Paper›PMID 39179713›Full record

ArticleScientific reports2024

NK model simulation study of intelligent manufacturing transformation path selection in pharmaceutical manufacturing enterprises.

Wei Zhu, Ping Ouyang, Xue Ke, Shanshan Qiu, Shuqin Li, Zhensong Jiang

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Wei ZhuSchool of Economics and Management, Jiangxi Polytechnic University, Jiujiang, 332000, China. zhuwei_2017@163.com.
Ping OuyangSchool of Economics and Management, Jiangxi Polytechnic University, Jiujiang, 332000, China. ouyang900820@163.com.
Xue KeSchool of Economics and Management, Jiangxi Polytechnic University, Jiujiang, 332000, China.
Shanshan QiuResearch Center of Management Science and Engineering, Jiangxi Normal University, Nanchang, 330022, China.
Shuqin LiResearch Center of Management Science and Engineering, Jiangxi Normal University, Nanchang, 330022, China.
Zhensong JiangResearch Center of Management Science and Engineering, Jiangxi Normal University, Nanchang, 330022, China.

Funding

Jiangxi Province Vocational Education Teaching Reform Research Project JXJG-23-49-11Jiangxi Provincial Social Science Foundation Project 24GL65DJiangxi University Humanities and Social Sciences Research Project GL23133National Natural Science Foundation of China 72362025National Social Science Foundation of China 23BGL313
6 · The paper itself

Abstract

Under the wave of Industry 4.0, traditional pharmaceutical manufacturing enterprises are in urgent need of intelligent manufacturing transformation and upgrading, and exploring the optimal realization path of intelligent manufacturing transformation can help accelerate the transformation process of pharmaceutical manufacturing enterprises. This paper uses grounded theory research methods to conduct a multi-case study to summarize six influencing factors of the intelligent manufacturing transformation of Chinese pharmaceutical manufacturing enterprises; and then analyzes the correlation between the intelligent manufacturing influencing factors based on the DEMATEL method and the NK model, and identifies the key influencing factors according to this, and then draws the fitness landscape map of the intelligent manufacturing transformation, and finally arrives at the optimal path selection of the intelligent manufacturing transformation of pharmaceutical manufacturing enterprises. The study enriches and extends the research paradigm of intelligent manufacturing transformation, and provides lessons for pharmaceutical manufacturing enterprises to realize intelligent manufacturing transformation and upgrading.

Indexed as

Drug IndustryChinaComputer SimulationHumansModels, TheoreticalTechnology, PharmaceuticalInfluencing factorsIntelligent manufacturing transformationNK modelPath selectionPharmaceutical manufacturing enterprises

Identifiers

PMID39179713
PMCPMC11344148

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.