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

Q2 Medicine
Medical Journal of the Islamic Republic of Iran Pub Date : 2025-02-01 eCollection Date: 2025-01-01 DOI:10.47176/mjiri.39.18
Homa Arshadi, Mostafa Hosseini Golkar, Zohreh Zahedi, Maryam Ashrafi, Maryam Okhovati
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引用次数: 0

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.

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弥合差距:乳腺癌科学和技术的情景规划。
背景:科学研究和技术突破的融合对社会健康至关重要。然而,学术文献和专利可以以不同的速度增长,导致在乳腺癌等领域存在差距。本研究旨在通过情景规划识别和弥合科学与技术在乳腺癌研究中的差距。方法:本研究采用情景技术方法进行前瞻性研究。研究人员使用Web of Science Core Collection和PATSTAT数据库的数据分析了2012年至2021年间发表的191,871篇关于乳腺癌的论文和9085项专利。文本挖掘利用Python库的潜在狄利克雷分配(Latent Dirichlet Allocation, LDA)主题建模技术来识别主题集群和异步区域。然后发展了情景技术,旨在弥合科学与技术之间的差距。结果:我们的研究结果表明,乳腺癌的科学产出大大超过了技术进步,表明在几个关键领域存在差距。我们数据集中的科学论文主要集中在乳腺癌的复杂性上,包括基因突变、激素受体、饮食因素和环境影响,而分析的专利经常涉及鲜为人知的领域,如草药、医疗设备、防护服和微核糖核酸疗法。为了填补这些空白,我们创建了4个场景,并为每个场景推荐了一些有效的行动。结论:在3种具体情景中,16项拟议行动的优先级不同,不包括有利情景。在所有情况下,加强利益相关者关系、建立合作网络和开发合作激励系统被确定为缩小乳腺癌科学与技术差距的关键战略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.40
自引率
0.00%
发文量
90
审稿时长
8 weeks
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