Research on the Evaluation of Knowledge Diffusion Effectiveness and Influencing Factors of Academic Papers: An Example of the Highly Cited Paper in the Field of Biochips

Zhang Yidi, Wei Xuqiu

Knowledge Management Forum ›› 2025, Vol. 10 ›› Issue (3) : 241-255.

PDF(1929 KB)
PDF(1929 KB)
Knowledge Management Forum ›› 2025, Vol. 10 ›› Issue (3) : 241-255. DOI: 10.13266/j.issn.2095-5472.2025.016  CSTR: 32306.14.CN11-6036.2025.016

Research on the Evaluation of Knowledge Diffusion Effectiveness and Influencing Factors of Academic Papers: An Example of the Highly Cited Paper in the Field of Biochips

Author information +
History +

Abstract

[Purpose/Significance] In view of the current situation of diversified channels and increasingly expanding scope of knowledge diffusion in academic papers in the new media era, exploring the methods for evaluating the effect of knowledge diffusion in academic papers and its influencing factors is conducive to promoting the effective diffusion of knowledge in academic papers and improving the communication effect. [Method/Process] Organic integration of data generated by formal and informal carriers, construction of a multi-dimensional, multi-level academic paper knowledge diffusion effect evaluation model, to evaluate the effect of knowledge diffusion of academic papers, and as a basis for this, and to explore the impact factors affecting the effect of knowledge diffusion of academic papers, and based on this, put forward to promote the effect of the diffusion of knowledge of academic papers strategies, and take the highly cited papers in the field of biochips as an example for empirical research. [Result/Conclusion] The formula for measuring the knowledge diffusion effect of academic papers can to some extent select academic papers with good knowledge diffusion effect; twelve factors influencing the effect of knowledge diffusion of academic papers are explored and it is found that there are two significant influences of formal carriers(the amount of references and the time of first citation), seven significant influences of informal carriers(such as the time of publication and the h index of the first author), six significant influences of knowledge diffusion of academic papers(such as the time of publication and the number of interdisciplinary disciplines); and proposes four strategies to enhance the effectiveness of knowledge diffusion in academic papers.

Key words

knowledge diffusion / influencing factors / enhancement strategies / formal vectors / informal vectors

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations
Zhang Yidi , Wei Xuqiu. Research on the Evaluation of Knowledge Diffusion Effectiveness and Influencing Factors of Academic Papers: An Example of the Highly Cited Paper in the Field of Biochips[J]. Knowledge Management Forum. 2025, 10(3): 241-255 https://doi.org/10.13266/j.issn.2095-5472.2025.016

References

List( Publishing order | Descend order by publishing year | Descend order by cited within ) Chart analysis
[1]
廖祥忠. 何为新媒体?[J]. 现代传播(中国传媒大学学报), 2008(5): 121-125.
LIAO X Z. What is new media?[J]. Modern communication(Journal of Communication University of China), 2008(5): 121-125.
Cited in this article [1]
[2]
景东, 苏宝华. 新媒体定义新论[J]. 新闻界, 2008(3): 57-59.
JING D, SU B H. New definition of new media[J]. Journalism and mass communication, 2008(3): 57-59.
Cited in this article [1]
[3]
匡文波. “新媒体”概念辨析[J]. 国际新闻界, 2008(6): 66-69.
KUANG W B. On the concept of new media[J]. Chinese journal of journalism & communication, 2008(6): 66-69.
Cited in this article [1]
[4]
侯剑华, 郑碧丽, 张洋. 科学知识扩散研究:概念界定、理论基础与体系重构[J]. 现代情报, 2020, 40(9): 117-126.
HOU J H, ZHENG B L, ZHANG Y. Research on scientific knowledge diffusion: concept definition, theoretical basis, system reconstruction[J]. Journal of modern information, 2020, 40(9): 117-126.
Cited in this article [1]
[5]
TEECE D J. Technology transfer by multinational firms: the resource cost of transferring technological know-how[J]. World scientific book chapters, 1977, 87(346): 242-261.
Cited in this article [1]
[6]
VON KROGH G. Care in knowledge creation[J]. California management review, 1998, 40(3): 133-153.
Cited in this article [1]
[7]
STONEMAN P, DIEDEREN P. Technology diffusion and public policy[J]. The economic journal, 1994, 104(425): 918-930.
Cited in this article [1]
[8]
KALLING T. Organisation-internal transfer of knowledge and the role of motivation: a qualitative study[J]. Knowledge & process management, 2003, 10(2): 115-126.
Cited in this article [1]
[9]
肖梓培, 刘萍. 基于引用内容分析的学者知识扩散特征研究——以刘则渊教授为例[J]. 现代情报, 2024, 44(4): 32-41.
XIAO Z P, LIU P. Knowledge diffusion characteristics of scholar based on citation content analysis: take professor Liu Zeyuan as an example[J]. Journal of modern information, 2024, 44(4): 32-41.
Cited in this article [1]
[10]
孔玲, 胡昊天, 张卫, 等. 跨学科知识扩散视域下学科交叉科学术语识别与特征计算[J]. 图书情报工作, 2024, 68(12): 119-137.
KONG L, HU H T, ZHANG W, et al. Identification and feature computation of interdisciplinary scientific terms in the perspective of transdisciplinary knowledge diffusion[J]. Library and information service, 2024, 68(12): 119-137.
Cited in this article [1]
[11]
LIU Y, ROUSSEAU R. Knowledge diffusion through publications and citations: a case study using ESI-fields as unit of diffusion[J]. Journal of the Association for Information Science & Technology, 2010, 61(2): 340-351.
Cited in this article [1]
[12]
俞立平, 万晓云, 项益鸣, 等. 一个评价学术期刊知识扩散深度的新指标——CJH指数[J]. 情报杂志, 2019, 38(8): 145-150.
YU L P, WAN X Y, XIANG Y M, et al. A new index for evaluating the depth of academic journal knowledge diffusion-cited journal h index[J]. Journal of intelligence, 2019, 38(8): 145-150.
Cited in this article [1]
[13]
邱均平, 瞿辉, 罗力. 基于期刊引证关系的学科知识扩散计量研究——以我国“图书馆、情报、档案学”为例[J]. 情报科学, 2012, 30(4): 481-485.
QIU J P, QU H, LUO L. Subject knowledge diffusion based on the citation relationship of journals—a case study on library, information and archives science of China[J]. Information science, 2012, 30(4): 481-485.
Cited in this article [1]
[14]
逯万辉. 基于共被引网络群体中心度的我国人文社会科学领域知识扩散网络研究[J]. 图书馆杂志, 2020, 39(2): 80-86.
LU W H. Research on the knowledge diffusion network of discipline based on group centrality[J]. Library journal, 2020, 39(2): 80-86.
Cited in this article [1]
[15]
潘一如, 毛进, 李纲. 基于引文网络的高颠覆性专利知识扩散特征研究[J]. 数据分析与知识发现, 2023, 7(10): 1-14.
PAN Y R, MAO J, LI G. Knowledge diffusion characteristics of highly disruptive patents based on citation network[J]. Data analysis and knowledge discovery, 2023, 7(10): 1-14.
Cited in this article [1]
[16]
CALERO-MEDINA C, NOYONS E C M. Combining mapping and citation network analysis for a better understanding of the scientific development: the case of the absorptive capacity field[J]. Journal of informetrics, 2008, 2(4): 272-279.
Cited in this article [1]
[17]
徐浩, 钱爱兵, 朱学芳, 等. 科学知识图谱绘制工具CiteSpace的学科领域扩散特征研究[J]. 情报杂志, 2017, 36(5): 69-74.
XU H, QIAN A B, ZHU X F, et al. Discipline diffusion features of the mapping knowledge domains software: citespace[J]. Journal of intelligence, 2017, 36(5): 69-74.
Cited in this article [1]
[18]
ALPERIN J P. Geographic variation in social media metrics: an analysis of Latin American journal articles[J]. Aslib journal of information management, 2015, 67(3): 289-304.
Cited in this article [1]
[19]
余厚强, 肖婷婷, 王曰芬, 等. 政策文件替代计量指标分布特征研究[J]. 中国图书馆学报, 2017, 43(5): 57-69.
YU H Q, XIAO T T, WANG Y F, et al. Study of distribution characteristics of policy documents Altmetrics[J]. Journal of library science in China, 2017, 43(5): 57-69.
Cited in this article [1]
[20]
欧桂燕, 马廷灿, 李瑞婻, 等. 2013—2018年高Altmetrics指标论文的特征演变分析[J]. 情报学报, 2020, 39(3): 243-252.
OU G Y, MA T C, LI R N, et al. Analysis of the characteristic factors and the evolution of the high Altmetrics score papers in 2013-2018[J]. Journal of the China society for scientific and technical information, 2020, 39(3): 243-252.
Cited in this article [1]
[21]
PRIEM J, TARABORELLI D, GROTH P, et al.Altmetrics: a manifesto[EB/OL]. [2025-02-26].
http://altmetrics.org/manifesto/
Cited in this article [1]
[22]
李江波, 张梁, 姜春林. Altmetrics视角下的人文社会科学学术专著影响力评价研究——基于BkCI、Amazon和Goodreads的比较分析[J]. 情报学报, 2020, 39(9): 896-905.
LI J B, ZHANG L, JIANG C L. Research on influence evaluation of humanities and social sciences academic monographs from the perspective of Altmetrics: comparative analysis based on BkCl, Amazon, and Goodreads[J]. Journal of the China Society for Scientific and Technical Information, 2020, 39(9): 896-905.
Cited in this article [1]
[23]
HASSAN S U, IQBAL S, ALJOHANI N R, et al. Introducing the 'alt-index' for measuring the social visibility of scientific research[J]. Scientometrics, 2020, 123(3): 1407-1419.
Cited in this article [1]
[24]
张锦文, 庄若澜, 赵雅洁, 等. 跨学科知识扩散研究综述：测度、过程与影响因素[J]. 情报理论与实践, 2024, 47(12): 195-206, 194.
ZHANG J W, ZHUANG R L, ZHAO Y J, et al. Overview of interdisciplinary knowledge diffusion research: measurement, process, and influencing factors[J]. Information studies: theory & application, 2024, 47(12): 195-206, 194.
Cited in this article [1]
[25]
汪舒, 韩毅. 多指标融合的引文网络仿真及领域知识扩散影响因素识别——以知识管理领域为例[J]. 图书与情报, 2022(5): 41-50.
WANG S, HAN Y. Citation network simulation based on multi-indicator fusion and influencing factors identification to domain knowledge diffusion-taking knowledge management as an example[J]. Library & information, 2022(5): 41-50.
Cited in this article [1]
[26]
汤书昆, 秦庆. 出版机构网络直播实现知识创新扩散的因素与实证研究[J]. 出版广角, 2020(12): 26-29.
TANG S K, QIN Q. Factors and empirical research on knowledge innovation diffusion through live streaming by publishing organizations[J]. View on publishing, 2020(12): 26-29.
Cited in this article [1]
[27]
宋超, 陈悦, 汪玲, 等. 热点论文分布特征与影响因素分析——兼评时间窗口与学科间差异[J]. 图书情报工作, 2019, 63(16): 84-94.
SONG C, CHEN Y, WANG L, et al. Analysis of distribution characteristics and influencing factors of hot papers—comment on the differences under time window and interdisciplinary[J]. Library and information service, 2019, 63(16): 84-94.
Cited in this article [1]
[28]
DIAKOULAKI D, MAVROTAS G, PAPAYANNAKIS L. Determining objective weights in multiple criteria problems: the critic method[J]. Computers & operations research, 1995, 22(7): 763-770.
Cited in this article [1]
[29]
张玉, 魏华波. 基于CRITIC的多属性决策组合赋权方法[J]. 统计与决策, 2012(16): 75-77.
ZHANG Y, WEI H B. Multi-attribute decision-making combined weighting method based on CRITIC[J]. Statistics & decision, 2012(16): 75-77.
Cited in this article [1]
[30]
李丫丫, 赵玉林. 基于专利的技术融合分析方法及其应用[J]. 科学学研究, 2016, 34(2): 203-211.
LI Y Y, ZHAO Y L. Method and application of technological convergence analysis base on patents[J]. Studies in science of science, 2016, 34(2): 203-211.
Cited in this article [1]
[31]
王康, 陈悦. 基于突变检测的技术融合前沿及其演进分析——以生物芯片专利为例[J]. 情报杂志, 2021, 40(7): 1-7.
WANG K, CHEN Y. Analysis on research frontier and evolution of technology convergence based on burst detection—taking the biochip patent as an example[J]. Journal of intelligence, 2021, 40(7): 1-7.
Cited in this article [1]
[32]
郭凤娇. 中国社会科学国际学术论文影响力评价研究[D]. 武汉:武汉大学, 2017.
GUO F J.Influence evaluation of Chinese international academic papers in social sciences[D]. Wuhan: Wuhan University, 2017.
Cited in this article [1]
[33]
马凤, 武夷山. 关于论文引用动机的问卷调查研究——以中国期刊研究界和情报学界为例[J]. 情报杂志, 2009, 28(6): 9-14.
MA F, WU Y S. A survey study on motivations for citation[J]. Journal of intelligence, 2009, 28(6): 9-14.
Cited in this article [1]
[34]
鲁云蒙, 刘铁忠. 基于知识关联性的科研合作网络隐性知识扩散模型研究：以重大科技工程为例[J]. 数据分析与知识发现, 2021, 5(9): 10-20.
LU Y M, LIU T Z. Diffusion model for tacit knowledge of scientific cooperation network based on relevance: case study of major sci-tech projects[J]. Data analysis and knowledge discovery, 2021, 5(9): 10-20.
Cited in this article [1]
[35]
HIRSCH J E. An index to quantify an individual's scientific research output[J]. Proceedings of the National Academy of Sciences, 2005, 102(46): 16569-16572.
Cited in this article [1]
[36]
岳增慧, 许海云. 学科知识扩散过程探测研究——以社会网络领域为例[J]. 图书情报工作, 2016, 60(9): 106-115.
YUE Z H, XU H Y. Research on the process of knowledge diffusion among scientific disciplines—taking the field of social network as an example[J]. Library and information service, 2016, 60(9): 106-115.
Cited in this article [1]
[37]
王伟, 梁继文, 杨建林. 基于语义加权网络的重点领域科学基金资助态势识别研究[J]. 现代情报, 2025, 45(1): 46-59, 111.
WANG W, LIANG J W, YANG J L. Identifying the funding situation of science fund based on semantic weighted network in the strategic emerging industries[J]. Journal of modern information, 2025, 45(1): 46-59, 111.
Cited in this article [1]
[38]
戚尔鹏, 叶鹰. 基础学科论文的基金资助引用优势研究[J]. 大学图书馆学报, 2015, 33(6): 11-16.
QI E P, YE Y. A Study on the citation advantage of funding papers in natural sciences[J]. Journal of academic libraries, 2015, 33(6): 11-16.
Cited in this article [1]
[39]
张转. 参考文献在学术期刊审稿中的作用[J]. 石家庄学院学报, 2005(4): 125-128.
ZHANG Z. Attaching importance to references in rewising drafts of academic periodicals[J]. Journal of Shijiazhuang University, 2005(4): 125-128.
Cited in this article [1]
[40]
毛大胜, 周菁菁. 参考文献数量与论文质量的关系[J]. 中国科技期刊研究, 2003, 14(1): 34-36.
MAO D S, ZHOU J J. The relationship between the number of references and paper quality[J]. Chinese journal of scientific and technical periodicals, 2003, 14(1): 34-36.
Cited in this article [1]
[41]
GARFIELD E. "Science citation index"--a new dimension in indexing[J]. Science, 1955, 144(3619): 649-654.
Cited in this article [1]
[42]
GARFIELD E, SHER I H. New factors in the evaluation of scientific literature through citation indexing[J]. Journal of the American Society for Information Science & Technology, 2010, 14(3): 195-201.
Cited in this article [1]
[43]
曾建勋, 李旭林. 中国期刊高被引指数的探究[J]. 中国科技期刊研究, 2007, 18(4): 555-557.
ZENG J X, LI X L. Research on the high citation index of Chinese journals[J]. Chinese journal of scientific and technical periodicals, 2007, 18(4): 555-557.
Cited in this article [1]
[44]
魏明坤, 袁伟. 中美图情领域开放获取论文影响力扩散研究[J]. 情报科学, 2022, 40(10): 74-81.
WEI M K, YUAN W. A study on the impact diffusion of open-access papers in the field of LIS between China and the USA[J]. Information science, 2022, 40(10): 74-81.
Cited in this article [1]
[45]
胡泽文, 任萍, 崔静静. 图书情报与档案管理期刊论文首次响应时间的影响因素研究[J]. 情报杂志, 2022, 41(4): 202-207.
HU Z W, REN P, CUI J J. Study on the influencing factors of the first response time of articles from journals in library information and archives management[J]. Journal of intelligence, 2022, 41(4): 202-207.
Cited in this article [1]
[46]
清华大学图书馆. 开放获取到底有多少种颜色？[EB/OL]. [2025-02-05].
https://lib.tsinghua.edu.cn/info/1375/5867.htm
Tsinghua University Library. How many colors of open access are there?[EB/OL]. [2025-02-05].
https://lib.tsinghua.edu.cn/info/1375/5867.htm
Cited in this article [1]
[47]
韩磊, 徐学友, 郎伟锋, 等. 我国科技期刊审稿流程设置的现状调查[J]. 中国科技期刊研究, 2023, 34(8): 1000-1006.
HAN L, XU X Y, LANG W F, et al. A survey of the current situation of review process of scientific journals in China[J]. Chinese journal of scientific and technical periodicals, 2023, 34(8): 1000-1006.
Cited in this article [1]
[48]
李依依. 国家需求就是我们的科研选题[J]. 中国科技产业, 2024(9): 6-7.
LI Y Y. National demand is our research topic[J]. Science & technology industry of China, 2024(9): 6-7.
Cited in this article [1]
[49]
冯业栋, 丁宁, 周松. 跨学科影响力的分析方法与实证研究——以管理学为例[J]. 图书与情报, 2024(3): 124-131.
FENG Y D, DING N, ZHOU S. Analytical methods and empirical research on interdisciplinary influence: an example from management studies[J]. Library & information, 2024(3): 124-131.
Cited in this article [1]
[50]
王迪, 周力虹, MICHAEL S. 中外iSchools院校科研布局全景对比：以科研与环境互动为视角[J/OL]. 中国图书馆学报:1-17[2025-02-20].
http://kns.cnki.net/kcms/detail/11.2746.g2.20240612.1702.002.html
WANG D, ZHOU L H, MICHAEL S. A comparison of China and foreign iSchools research distribution panorama: from the perspective of interactions between research and environment[J/OL]. Journal of library science in China:1-17[2025-02-20].
http://kns.cnki.net/kcms/detail/11.2746.g2.20240612.1702.002.html
Cited in this article [1]
[51]
全国哲学社会科学工作办公室. 2024年国家社会科学基金年度项目申报公告[EB/OL]. [2025-02-12].
http://www.nopss.gov.cn/n1/2024/0412/c431027-40214809.html
National Office for Philosophy and Social Science. 2024 Annual Project Application Announcement of the National Social Science Fund[EB/OL]. [2025-02-12].
http://www.nopss.gov.cn/n1/2024/0412/c431027-40214809.html
Cited in this article [1]
[52]
2024年度国家自然科学基金项目指南[EB/OL]. [2025-01-11].
https://www.nsfc.gov.cn/publish/portal0/tab1503/
2024 National Natural Science Foundation Project Guidelines[EB/OL]. [2025-01-11].
https://www.nsfc.gov.cn/publish/portal0/tab1503/
Cited in this article [1]
[53]
刘啸霆. 当代跨学科性科学研究的“式”与“法”[EB/OL]. [2025-02-28].
http://theory.people.com.cn/GB/41038/4244208.html
LIU X T. The "form" and "method" of contemporary interdisciplinary scientific research[EB/OL]. [2025-02-28].
http://theory.people.com.cn/GB/41038/4244208.html
Cited in this article [1]
[54]
陈春花, 杨映珊. 基于团队运作模式的科研管理研究[J]. 科技进步与对策, 2002(4): 79-81.
CHEN C H, YANG Y S. Study of science research management based on team-working model[J]. Science & technology progress and policy, 2002(4): 79-81.
Cited in this article [1]
[55]
余厚强, 白宽, 邹本涛, 等. 人工智能领域科研团队识别与领军团队提取[J]. 图书情报工作, 2020, 64(20): 4-13.
YU H Q, BAI K, ZOU B T, et al. Identification and extraction of research team in the artificial intelligence field[J]. Library and information service, 2020, 64(20): 4-13.
Cited in this article [1]

Funding

This work is supported by the Social Science Planning Research Youth Project of Shandong Province Funded Project titled “Research on the Effect and Influencing Factors of Knowledge Diffusion in Academic Papers under the Background of New Media”(21DTQJ04)
PDF(1929 KB)

Accesses

Citation

Detail
Sections
Recommended

/

〈 〉