管理科学领域研究现状与热点前沿的动态追踪

doi:10.16381/j.cnki.issn1003-207x.2021.1830

摘要/Abstract

摘要： 通过选取国内管理科学领域具有较高权威性的重要期刊，本文汇集了包括《中国管理科学》《管理世界》以及《管理科学学报》等在内的10种期刊数据，基于文献计量法和科学制图软件，较全面地分析目前管理科学领域的研究特征及动态发展趋势。首先，借助SATI工具对文献的基本特征，即载文时序性进行初步分析。接着，基于可视化工具VOSviewer和CiteSpace，提取所有文献的关键词，绘制战略坐标图，并进行关键词共现分析，呈现该领域热门研究主题。进一步地，为探究这些主题的动态演变过程，本文进行关键词时间线分析和突发性检测，获取管理科学领域的研究前沿问题。最后，综合文献计量分析结果，对该领域重要研究专题进一步聚焦讨论，分析各专题研究成果的发展现状与前景，为相关学者在理论研究与实践创新方面提供重要参考，同时对该领域发展提供有效指引。

关键词: 文献计量分析；科学制图软件；关键词共现；可视化分析

Abstract: With the rapid development of the field of management science, a large number of theoretical and applied innovative research results have emerged. By selecting the important journals in the field of management science in China, ten journal data are collected, including Chinese Journal of Management Science, Journal of Management World, Journal of Management Sciences in China, Journal of Management Science, Journal of Industrial Engineering and Engineering Management, Business Review, Nankai Business Review, System Engineering Theory and Practice, Journal of Systems Engineering and Forecasting. 45,315 search results are obtained. After the manual screening, irrelevant data are eliminated. Then, 42,661 valid academic papers are obtained supporting this research. Based on the bibliometric analysis and science mapping tools, the research characteristics and dynamic development trends in the field of management science are explored. First, with the SATI tool, a preliminary exploration of the basic characteristics of the literature is explored, i.e., the article analysis. Then, based on the visualization tools VOSviewer and CiteSpace, the keywords of all the documents are extracted. The strategic diagram is presented. And, the keyword co-occurrence analysis is performed to illustrate the popular research topics in this field. Further, keyword timeline analysis and burst detection test are conducted to explore the dynamic evolution process and extract the frontier research issues in the field of management science. Finally, five important research topics are further focused and discussed combined with bibliometric analysis results, including supply chain management, financial and economic forecast, intelligent optimization algorithm, decision-making theory and method, and applications. The development status and prospects are analyzed to provide important references for relevant scholars in terms of theoretical research and practical innovation, and effective guidance for the development of this field.

Key words: bibliometric analysis; science mapping analysis tool; keyword co-occurrence; visual analysis

中图分类号:

C939
G353.1

李博, 秦勇, 徐泽水. 管理科学领域研究现状与热点前沿的动态追踪[J]. 中国管理科学, 2023, 31(7): 276-286.

LI Bo, QIN Yong, XU Ze-shui. Dynamic Tracking of Research Status and Frontiers in the Field of Management Science[J]. Chinese Journal of Management Science, 2023, 31(7): 276-286.

参考文献

［1］李若筠, 吴登生, 徐伟宣, 等. 中国管理科学学科发展态势计量分析［J］. 中国管理科学, 2020, 28(3): 223-230.Li Ruoyun, Wu Dengsheng, Xu Weixuan, et al. Development status and trend of management science in China［J］. Chinese Journal of Management Science, 2020, 28(3): 223-230.
［2］桑艳. 浅析我国管理科学与工程发展现状及发展趋势［J］. 财经界, 2015(23): 349-350.Sang Yan. Analysis on the status and development trend of management science and engineering in China［J］. Money China, 2015(23): 349-350.
［3］吴登生, 李若筠. 中国管理科学领域机构合作的网络结构与演化规律研究［J］. 中国管理科学, 2017, 25(9): 168-177.Wu Dengsheng, Li Ruoyun. The structure and evolution of institution collaboration network on management sciences in China［J］. Chinese Journal of Management Science, 2017, 25(9): 168-177.
［4］ Bretas V, Alon I. Franchising research on emerging markets: bibliometric and content analyses［J］. Journal of Business Research, 2021, 133: 51-65.
［5］ Dhontu N, Kumar S, Pattnaik D. Forty-five years of journal of business research: a bibliometric analysis［J］. Journal of Business Research, 2020, 109: 1-14.
［6］ Li Bo, Xu Zeshai. A comprehensive bibliometric analysis of financial innovation［J］. Economic Research-Ekonomska Istraivanja, 2021: 1-24.
［7］ Donthu N, Kumar S, Mukherjee D, et al. How to conduct a bibliometric analysis: an overview and guidelines［J］. Journal of Business Research, 2021, 133: 285-296.
［8］张永成, 刘傲寒, 钟波涛. 基于CiteSpace工具的《建筑经济》研究文献计量分析［J］. 建筑经济, 2020, 41(S1): 50-55.Zhang Yongcheng, Liu Aohan, Zhong Botao. Bibliometric analysis of construction economic research literature based on CiteSpace tool［J］. Construction Economy, 2020, 41(S1): 50-55.
［9］刘启元, 叶鹰. 文献题录信息挖掘技术方法及其软件SATI的实现——以中外图书情报学为例［J］. 信息资源管理学报, 2012, 2(1): 50-58.Liu Qiyuan, Ye Ying. A study on mining bibliographic records by designed software SATI: case study on library and information science［J］. Journal of Information Resources Management, 2012, 2(1): 50-58.
［10］ Chen Chaomei. CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature［J］. Journal of the American Society for Information Science and Technology, 2006, 57 (3): 359-377.
［11］ Van Eck N J, Waltman L. Software survey: VOSviewer, a computer program for bibliometric mapping［J］. Scientometrics, 2010, 84(2): 523-538.
［12］李财德, 宋来, 陈万思. 大学生思想政治教育主题研究知识图谱与未来展望——基于CSSCI期刊文献计量分析［J］. 思想教育研究, 2021(2): 141-146.Li Caide, Song Lai, Chen Wansi. The knowledge graph and future prospects of subject research on college students’ ideological and political education based on the bibliometric analysis of CSSCI journals［J］. Studies in Ideological Education, 2021(2): 141-146.
［13］杨林, 王璐. 公共文化服务的研究进展——基于共词聚类与战略坐标法的文献计量分析［J］. 经济与管理评论, 2017, 33(6): 5-13.Yang Lin, Wang Lu. Literature review of public culture services based on bibliometrical analysis with the methods of co-word clustering and strategic coordinate［J］. Review of Economy and Management, 2017, 33(6): 5-13.
［14］孔繁秀, 孙瑶. 基于CNKI的《西藏民族大学学报》文献计量可视化分析［J］. 西藏民族大学学报(哲学社会科学版), 2020, 41(6): 17-25+31.Kong Fanxiu, Sun Yao. Bibliometric visual analysis of Journal of Xizang Minzu University based on CNKI［J］. Journal of Xizang Minzu University (Philosophy and Social Sciences Edition), 2020, 41(6): 17-25+31.
［15］ Wang Xinxin, Xu Zeshui, kare M. A bibliometric analysis of Economic Research-Ekonomska Istraivanja (2007-2019)［J］. Economic Research-Ekonomska Istraivanja, 2020, 33: 865-886.
［16］ Wang Xinxin, Chang Yurui, Xu Zeshui, et al. 50 Years of international journal of systems science: a review of the past and trends for the future［J］. International Journal of Systems Science, 2021, 52(8): 1515-1538.
［17］王璐瑶, 曲冠楠, 李楠, 等. 中国科技管理研究的贡献、演进与展望——《科学学与科学技术管理》创刊40年文献计量与知识图谱分析［J］. 科学学与科学技术管理, 2020, 41(5): 3-21.Wang Luyao, Qu Guannan, Li Nan, et al. Contribution, evolution and prospect of China science and technology management research: in commemoration of the 40th anniversary of Science of Science and Management of S.&T.［J］. Science of Science and Management of S.& T., 2020, 41(5): 3-21.
［18］邹思源, 邓彬霄. 供应链视角下企业采购成本控制分析［J］. 纳税, 2021, 15(23): 183-184.Zou Siyuan, Deng Binxiao. Analysis on the control of enterprise purchase cost from the perspective of supply chain［J］. Tex Paying, 2021, 15(23): 183-184.
［19］陈广仁, 唐华军. 供应链管理的开放式创新机制——基于物联网的“零边际成本”的理论假设［J］. 中国流通经济, 2017, 31(8): 105-115.Chen Guangren, Tang Huajun. Research on open innovative mechanism of supply chain management: Based on theoretical hypothesis of “zero marginal cost” under IOT［J］. China Business and Market, 2017, 31(8): 105-115.
［20］汪传旭, 许长延. 两级供应链中供应中断情形下零售商转运策略［J］. 中国管理科学, 2015, 23(2): 70-79.Wang Chuanxu, Xu Changyan. Retailer transshipment policy with supply disruption in a two stage supply chain［J］. Chinese Journal of Management Science, 2015, 23(2): 70-79.
［21］林国春. 博弈论在金融领域的应用述评［J］. 经济学动态, 2001(12): 73-77.Lin Guochun. A review of the application of game theory in the financial field［J］. Economic Perspectives, 2001(12): 73-77.
［22］王一淞. 金融工程在供应链风险管理中的应用［J］. 商讯, 2020(31): 91-92.Wang Yisong. Application of financial engineering in supply chain risk management［J］. Business News, 2020(31): 91-92.
［23］史婷婷. 基于ARIMA模型对新冠疫情下人民币汇率波动趋势的预测研究［J］. 现代商业, 2021(14): 108-110.Shi Tingting. Prediction of the fluctuation trend of RMB exchange rate under the new crown epidemic based on the ARIMA model［J］. Modern Business, 2021(14): 108-110.
［24］陈静, 陈敬贤, 魏航. 规避农副产品原材料产出不确定风险的商业保险策略［J］. 中国管理科学, 2018, 26(6): 39-50.Chen Jing, Chen Jingxian, Wei Hang. A business insurance strategy again risks from yield uncertainty of raw materials for farm and sideline products production［J］. Chinese Journal of Management Science, 2018, 26(6): 39-50.
［25］杨静, 王亮. 农产品供应链金融与区块链融合发展探讨［J］. 时代经贸, 2021, 18(9): 8-12.Yang Jing, Wang Liang. Research on the integration of agricultural product supply chain finance and blockchain［J］. Times of Economy & Trade, 2021, 18(9): 8-12.
［26］匡少攀, 鲁毅. 核心企业供应链金融风险防控研究［J］. 财务管理研究, 2021(8): 119-123.Kuang Shaopan, Lu Yi. Research on the development system of supply chain finance business［J］. Financial Management Research, 2021(8): 119-123.
［27］金香淑, 袁文燕, 吴军, 等. 基于收益共享-双向期权契约的供应链金融风险控制研究［J］. 中国管理科学, 2020, 28(1): 68-78.Jin Xiangshu, Yuan Wenyan, Wu Jun, et al. Risk control of supply chain finance based on revenuesharing-bidirectional option contract［J］. Chinese Journal of Management Science, 2020, 28(1): 68-78.
［28］王泽州, 陈云翔, 项华春. 一种改进型专家模糊核聚类赋权方法研究［J］. 中国管理科学, 2021, 29(2): 177-183.Wang Zezhou, Chen Yunxiang, Xiang Huachun. Research on an improved expert cluster weighting method based on fuzzy kernel clustering［J］. Chinese Journal of Management Science, 2021, 29(2): 177-183.
［29］朱莉, 曹杰, 顾珺, 等. 考虑异质性行为的灾后应急物资动态调度优化［J］. 中国管理科学, 2020, 28(12): 151-161.Zhu Li, Cao Jie, Gu Jun, et al. Dynamic routing-allocation optimization of post-disaster emergency resource considering heterogeneous behaviors［J］. Chinese Journal of Management Science, 2020, 28(12): 151-161.
［30］杨珍花, 王滋承, 魏照坤, 等. 挂车装卸时间不确定的甩挂车辆动态调度优化［J］. 系统工程理论与实践, 2021, 41(5): 1081-1095.Yang Zhenhua, Wang Zicheng, Wei Zhaokun, et al. Dynamic tractor and semi-trailer routing problem with the non-deterministic operation time of trailers［J］. Systems Engineering-Theory & Practice, 2021, 41(5): 1081-1095.
［31］徐泽水, 达庆利. 多属性决策的组合赋权方法研究［J］. 中国管理科学, 2002(2): 85-88.Xu Zeshui, Da Qingli. Study on method of combination weighting［J］. Chinese Journal of Management Science, 2002(2): 85-88.
［32］陈松蹊, 毛晓军, 王聪. 大数据情境下的数据完备化：挑战与对策[J]. 管理世界, 2022, 38(1): 196-207.Chen Songxi, Mao Xiaojun, Wang Cong. Missing data completion in the big data era: challenges and solutions[J]. Journal of Management World, 2022, 38(1): 196-207.
［33］陈冬梅, 王俐珍, 陈安霓. 数字化与战略管理理论——回顾、挑战与展望[J]. 管理世界, 2020, 36(5): 220-236+20.Chen Dongmei, Wang Lizhen, Chen Anxia. Digitalization and strategic management theory: review, challenges and prospects[J]. Journal of Management World, 2020, 36(5): 220-236+20.
［34］何大安. 企业数字化转型的阶段性及条件配置——基于“大数据构成”的理论分析[J]. 学术月刊, 2022, 54(4): 38-49.He Daan. Stages and conditions of the enterprise digital transformation——a theoretical analysis based on “big data composition”[J]. Academic Monthly, 2022, 54(4): 38-49.
［35］吴文洋, 蒋海, 唐绅峰. 数字化转型、网络关联性与银行系统性风险[J/OL]. 中国管理科学, 2023, DOI: 10.16381/j.cnki.issn1003-207x.2021.2720.Wu Wenyang, Jiang Hai, Tang Shenfeng. Digital Transformation, network relevance and banking systemic risk[J/OL]. Chinese Journal of Management Science, 2023, DOI: 10.16381/j.cnki.issn1003-207x.2021.2720.
［36］戴翔, 曾令涵, 徐海峰. 企业数字化转型提升出口韧性: 机理及实证 [J]. 中国软科学, 2023(5): 44-53.Dai Xiang, Zeng Linghan, Xu Haifeng. Enterprise digital transformation to enhance export resilience: mechanism and empirical analysis[J]. China Soft Science, 2023, (5): 44-53.
［37］ Chesbrough H. Open innovation: the new imperative for creating and profiting from technology[M]. Brighton, MA, USA: Harvard Business Press, 2003.

[1]	李若筠, 吴登生, 徐伟宣, 李建平. 中国管理科学学科发展态势计量分析[J]. 中国管理科学, 2020, 28(3): 223-230.
[2]	吴登生, 李若筠. 中国管理科学领域机构合作的网络结构与演化规律研究[J]. 中国管理科学, 2017, 25(9): 168-177.