效果推理是不确定环境下的一种决策理论,其相关成果在创业研究领域占有重要地位。但目前关于效果推理的文献内容较为零散,且缺少对其发展脉络及热点变化的动态分析。基于此,本文运用动态主题模型(DTM)对475篇效果推理的英文文献进行建模分析。首先,分析聚类出该领域的五个重要主题:效果推理的概念与测量、效果推理与因果推理的关系、效果推理的前置变量、效果推理的结果变量和效果推理的整合与繁衍,梳理重要主题的研究内容;其次,可视化重要主题的动态演化过程,计算重要主题及其分支的研究热度,分析研究热点的动态变化;最后,从概念与测量、理论发展以及整合与繁衍三个方面,对效果推理的研究前景进行展望。本研究创新性地基于动态主题模型分析效果推理各研究分支的动态变化过程,为效果推理的进一步研究提供思路与参考。
基于动态主题模型的效果推理研究综述
摘要
参考文献
1 崔连广, 邓舒婷, 孟繁强, 等. 创业幸福感: 概念内涵、知识框架与未来研究展望[J]. 南开管理评论, 2022, 25(5): 203-214. DOI:10.3969/j.issn.1008-3448.2022.05.020
2 张东鑫, 张敏. 图情领域LDA主题模型应用研究进展述评[J]. 图书情报知识, 2022, 39(6): 143-157.
3 Alsos G A, Clausen T H, Hytti U, et al. Entrepreneurs’ social identity and the preference of causal and effectual behaviours in start-up processes[J]. Entrepreneurship & Regional Development, 2016, 28(3-4): 234-258.
4 Alsos G A, Clausen T H, Mauer R, et al. Effectual exchange: From entrepreneurship to the disciplines and beyond[J]. Small Business Economics, 2020, 54(3): 605-619. DOI:10.1007/s11187-019-00146-9
5 An W W, Rüling C C, Zheng X, et al. Configurations of effectuation, causation, and bricolage: Implications for firm growth paths[J]. Small Business Economics, 2020, 54(3): 843-864. DOI:10.1007/s11187-019-00155-8
6 Blauth M, Mauer R, Brettel M. Fostering creativity in new product development through entrepreneurial decision making[J]. Creativity and Innovation Management, 2014, 23(4): 495-509. DOI:10.1111/caim.12094
7 Braun I, Sieger P. Under pressure: Family financial support and the ambidextrous use of causation and effectuation[J]. Strategic Entrepreneurship Journal, 2021, 15(4): 716-749. DOI:10.1002/sej.1388
8 Chandler G N, DeTienne D R, McKelvie A, et al. Causation and effectuation processes: A validation study[J]. Journal of Business Venturing, 2011, 26(3): 375-390. DOI:10.1016/j.jbusvent.2009.10.006
9 Fisher G. Effectuation, causation, and bricolage: A behavioral comparison of emerging theories in entrepreneurship research[J]. Entrepreneurship Theory and Practice, 2012, 36(5): 1019-1051. DOI:10.1111/j.1540-6520.2012.00537.x
10 Frese T, Geiger I, Dost F. An empirical investigation of determinants of effectual and causal decision logics in online and high-tech start-up firms[J]. Small Business Economics, 2020, 54(3): 641-664. DOI:10.1007/s11187-019-00147-8
11 Galkina T, Atkova I, Yang M. From tensions to synergy: Causation and effectuation in the process of venture creation[J]. Strategic Entrepreneurship Journal, 2022, 16(3): 573-601. DOI:10.1002/sej.1413
12 Galkina T, Chetty S. Effectuation and networking of internationalizing SMEs[J]. Management International Review, 2015, 55(5): 647-676. DOI:10.1007/s11575-015-0251-x
13 Grégoire D A, Cherchem N. A structured literature review and suggestions for future effectuation research[J]. Small Business Economics, 2020, 54(3): 621-639. DOI:10.1007/s11187-019-00158-5
14 Hubner S, Most F, Wirtz J, et al. Narratives in entrepreneurial ecosystems: Drivers of effectuation versus causation[J]. Small Business Economics, 2022, 59(1): 211-242. DOI:10.1007/s11187-021-00531-3
15 Karami M, Baber W W, Ojala A. The effectual process of business model innovation for seizing opportunities in frontier markets[J]. Technovation, 2022, 117: 102595. DOI:10.1016/j.technovation.2022.102595
16 Karami M, Wooliscroft B, McNeill L. Effectuation and internationalisation: A review and agenda for future research[J]. Small Business Economics, 2020, 55(3): 777-811. DOI:10.1007/s11187-019-00183-4
17 Knight F H. Risk, uncertainty and profit[M]. New York: Houghton Mifflin Company, 1921.
18 Koller S, Stephan U, Ahmetoglu G. Ecological rationality and entrepreneurship: How entrepreneurs fit decision logics to decision content and structure[J]. Journal of Business Venturing, 2022, 37(4): 106221. DOI:10.1016/j.jbusvent.2022.106221
19 Mansoori Y, Lackéus M. Comparing effectuation to discovery-driven planning, prescriptive entrepreneurship, business planning, lean startup, and design thinking[J]. Small Business Economics, 2020, 54(3): 791-818. DOI:10.1007/s11187-019-00153-w
20 McKelvie A, Chandler G N, DeTienne D R, et al. The measurement of effectuation: Highlighting research tensions and opportunities for the future[J]. Small Business Economics, 2020, 54(3): 689-720. DOI:10.1007/s11187-019-00149-6
21 Olive-Tomas A, Harmeling S S. The rise of art movements: An effectual process model of Picasso’s and Braque’s give-and-take during the creation of Cubism (1908-1914)[J]. Small Business Economics, 2020, 54(3): 819-842. DOI:10.1007/s11187-019-00154-9
22 Palmié M, Huerzeler P, Grichnik D, et al. Some principles are more equal than others: Promotion-versus prevention-focused effectuation principles and their disparate relationships with entrepreneurial orientation[J]. Strategic Entrepreneurship Journal, 2019, 13(1): 93-117. DOI:10.1002/sej.1305
23 Perry J T, Chandler G N, Markova G. Entrepreneurial effectuation: A review and suggestions for future research[J]. Entrepreneurship Theory and Practice, 2012, 36(4): 837-861. DOI:10.1111/j.1540-6520.2010.00435.x
24 Ranabahu N, Barrett M. Does practice make micro-entrepreneurs perfect? An investigation of expertise acquisition using effectuation and causation[J]. Small Business Economics, 2020, 54(3): 883-905. DOI:10.1007/s11187-019-00157-6
25 Read S, Sarasvathy S D, Dew N, et al. Response to Arend, Sarooghi, and Burkemper (2015): Cocreating effectual entrepreneurship research[J]. Academy of Management Review, 2016, 41(3): 528-536. DOI:10.5465/amr.2015.0180
26 Read S, Song M, Smit W. A meta-analytic review of effectuation and venture performance[J]. Journal of Business Venturing, 2009, 24(6): 573-587. DOI:10.1016/j.jbusvent.2008.02.005
27 Sarasvathy S D. Causation and effectuation: Toward a theoretical shift from economic inevitability to entrepreneurial contingency[J]. Academy of Management Review, 2001, 26(2): 243-263. DOI:10.2307/259121
28 Shirokova G, Osiyevskyy O, Laskovaia A, et al. Navigating the emerging market context: Performance implications of effectuation and causation for small and medium enterprises during adverse economic conditions in Russia[J]. Strategic Entrepreneurship Journal, 2020, 14(3): 470-500. DOI:10.1002/sej.1353
29 Smolka K M, Verheul I, Burmeister-Lamp K, et al. Get it together! Synergistic effects of causal and effectual decision–making logics on venture performance[J]. Entrepreneurship Theory and Practice, 2018, 42(4): 571-604. DOI:10.1177/1042258718783429
30 Van Mumford J, Zettinig P. Co-creation in effectuation processes: A stakeholder perspective on commitment reasoning[J]. Journal of Business Venturing, 2022, 37(4): 106209. DOI:10.1016/j.jbusvent.2022.106209
31 Wiltbank R, Dew N, Read S, et al. What to do next? The case for non-predictive strategy[J]. Strategic Management Journal, 2006, 27(10): 981-998. DOI:10.1002/smj.555
32 Wiltbank R, Read S, Dew N, et al. Prediction and control under uncertainty: Outcomes in angel investing[J]. Journal of Business Venturing, 2009, 24(2): 116-133. DOI:10.1016/j.jbusvent.2007.11.004
33 Yang X M, Sun S L, Zhao X Y. Search and execution: Examining the entrepreneurial cognitions behind the lean startup model[J]. Small Business Economics, 2019, 52(3): 667-679. DOI:10.1007/s11187-017-9978-z
34 Zhang S X, Van Burg E. Advancing entrepreneurship as a design science: Developing additional design principles for effectuation[J]. Small Business Economics, 2020, 55(3): 607-626. DOI:10.1007/s11187-019-00217-x
引用本文
崔连广, 任国强, 邓舒婷, 等. 基于动态主题模型的效果推理研究综述[J]. 外国经济与管理, 2025, 47(8): 119-135.
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