Evidence map›Paper›PMID 40486022›Full record

ArticleMedical journal of the Islamic Republic of Iran2025

Bridging the Gap: Scenario Planning for Science and Technology in Breast Cancer.

Homa Arshadi, Mostafa Hosseini Golkar, Zohreh Zahedi, Maryam Ashrafi, Maryam Okhovati

Abstract read
In one paragraph

Article in Medical journal of the Islamic Republic of Iran, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
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

5 authors.

Homa ArshadiFaculty of Management and Medical Information Sciences, Kerman University of Medical Sciences, Kerman, Iran.
Mostafa Hosseini GolkarMedical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran.
Zohreh ZahediDepartment of Knowledge and Information Science, Faculty of Humanities, Persian Gulf University, Bushehr, Iran.
Maryam AshrafiDepartment of Industrial Engineering and Management Systems, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran.
Maryam OkhovatiMedical Library and Information Sciences Department, Faculty of Management and Medical Information Sciences, Kerman University of Medical Sciences, Medical University Campus, Haft-Bagh Highway, Kerman, Iran.ORCID https://orcid.org/0000-0003-0070-289X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The convergence of scientific research and technological breakthroughs is critical to societal health. However, both academic literature and patents can grow at separate rates, leading to gaps in fields like breast cancer. This study aims to identify and bridge the gap between science and technology in breast cancer research through scenario planning. Methods: This research is a foresight study conducted using the scenario technique method. A total of 191,871 papers and 9085 patents on breast cancer, published between 2012 and 2021, were analyzed using data from the Web of Science Core Collection and PATSTAT databases. Text mining was conducted using the Latent Dirichlet Allocation (LDA) topic modeling technique with Python libraries to identify subject clusters and areas of asynchrony. The scenario technique was then developed, aimed at bridging the gap between science and technology. Results: Our findings revealed that scientific output in breast cancer has greatly surpassed technical advancements, indicating gaps in several key domains. Scientific papers in our dataset, mostly concentrated on the complexities of breast cancer-including genetic mutations, hormone receptors, dietary factors, and environmental influences-whereas the analyzed patents frequently addressed lesser-known areas such as herbal medicine, medical devices, protective clothing, and micro ribonucleic acid therapies. To fill these gaps, 4 scenarios were created and, some effective actions for each scenario were recommended. Conclusion: Different priorities emerged across the 16 proposed actions for the 3 specific scenarios-excluding the favorable scenario. In all scenarios, enhancing stakeholder ties, establishing cooperative networks, and developing collaborative incentive systems were identified as key strategies for diminishing the gap between science and technology in breast cancer.

Indexed as

Breast CancerPEST AnalysisScenario PlanningScience and TechnologyTopic Modeling

Identifiers

PMID40486022
PMCPMC12138733

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