IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v54y2020i3d10.1007_s11187-019-00147-8.html
   My bibliography  Save this article

An empirical investigation of determinants of effectual and causal decision logics in online and high-tech start-up firms

Author

Listed:
  • Tobias Frese

    (Freie Universität Berlin)

  • Ingmar Geiger

    (Freie Universität Berlin
    Aalen University)

  • Florian Dost

    (Lancaster University Management School)

Abstract

Scholars have criticized effectuation research for being insufficiently embedded in a nomological network of practically relevant antecedents. To address this research gap, the current study uses a mixed-methods design. First, a qualitative study with 20 venturing experts (entrepreneurs and investors) validates various effectuation logics and uncovers the following four antecedents of effectuation and causation: founders’ perceived uncertainty, entrepreneurial experience, management experience, and investor influence. Second, a large-scale quantitative study of founders in online, software, and high-tech start-ups (n = 435) provides statistical support for the identified antecedents, using structural equation modeling and multigroup comparisons over early and later venture stages. The study confirms the multifaceted nature of effectuation; experimentation is the only effectual logic that reflects influences of all the determinants. Founders’ prior experiences affect experimentation and causation in the early venture stage, but not during the later stages. Investor influence displays the broadest array of effects on the decision logics, offering both theoretical embeddedness for effectuation and a new, practically relevant driver.

Suggested Citation

  • Tobias Frese & Ingmar Geiger & Florian Dost, 2020. "An empirical investigation of determinants of effectual and causal decision logics in online and high-tech start-up firms," Small Business Economics, Springer, vol. 54(3), pages 641-664, March.
  • Handle: RePEc:kap:sbusec:v:54:y:2020:i:3:d:10.1007_s11187-019-00147-8
    DOI: 10.1007/s11187-019-00147-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-019-00147-8
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11187-019-00147-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Frédéric Delmar & Scott Shane, 2003. "Does business planning facilitate the development of new ventures?," Strategic Management Journal, Wiley Blackwell, vol. 24(12), pages 1165-1185, December.
    2. Fischer, Eileen & Reuber, A. Rebecca, 2011. "Social interaction via new social media: (How) can interactions on Twitter affect effectual thinking and behavior?," Journal of Business Venturing, Elsevier, vol. 26(1), pages 1-18, January.
    3. Brinckmann, Jan & Grichnik, Dietmar & Kapsa, Diana, 2010. "Should entrepreneurs plan or just storm the castle? A meta-analysis on contextual factors impacting the business planning-performance relationship in small firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 24-40, January.
    4. Rainer Harms & Holger Schiele, 2012. "Antecedents and consequences of effectuation and causation in the international new venture creation process," Journal of International Entrepreneurship, Springer, vol. 10(2), pages 95-116, June.
    5. Read, Stuart & Song, Michael & Smit, Willem, 2009. "A meta-analytic review of effectuation and venture performance," Journal of Business Venturing, Elsevier, vol. 24(6), pages 573-587, November.
    6. Dew, Nicholas & Read, Stuart & Sarasvathy, Saras D. & Wiltbank, Robert, 2009. "Effectual versus predictive logics in entrepreneurial decision-making: Differences between experts and novices," Journal of Business Venturing, Elsevier, vol. 24(4), pages 287-309, July.
    7. John Antonakis & Samuel Bendahan & Philippe Jacquart & Rafael Lalive, 2010. "On making causal claims : A review and recommendations," Post-Print hal-02313119, HAL.
    8. Stuart, Robert W. & Abetti, Pier A., 1990. "Impact of entrepreneurial and management experience on early performance," Journal of Business Venturing, Elsevier, vol. 5(3), pages 151-162, May.
    9. Norris Krueger, 1993. "The Impact of Prior Entrepreneurial Exposure on Perceptions of New Venture Feasibility and Desirability," Entrepreneurship Theory and Practice, , vol. 18(1), pages 5-21, October.
    10. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    11. Meissner, Philip & Wulf, Torsten, 2014. "Antecendents and effects of decision comprehensiveness: The role of decision quality and perceived uncertainty," European Management Journal, Elsevier, vol. 32(4), pages 625-635.
    12. Baum, Joel A. C. & Silverman, Brian S., 2004. "Picking winners or building them? Alliance, intellectual, and human capital as selection criteria in venture financing and performance of biotechnology startups," Journal of Business Venturing, Elsevier, vol. 19(3), pages 411-436, May.
    13. Marc Gruber & Florian Heinemann & Malte Brettel & Stephan Hungeling, 2010. "Configurations of resources and capabilities and their performance implications: an exploratory study on technology ventures," Strategic Management Journal, Wiley Blackwell, vol. 31(12), pages 1337-1356, December.
    14. Brettel, Malte & Mauer, René & Engelen, Andreas & Küpper, Daniel, 2012. "Corporate effectuation: Entrepreneurial action and its impact on R&D project performance," Journal of Business Venturing, Elsevier, vol. 27(2), pages 167-184.
    15. Daniel Appelhoff & René Mauer & Veroniek Collewaert & Malte Brettel, 2016. "The conflict potential of the entrepreneur’s decision-making style in the entrepreneur-investor relationship," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 601-623, June.
    16. Don Y. Lee & Eric W. K. Tsang, 2001. "The effects of entrepreneurial personality, background and network activities on venture growth," Journal of Management Studies, Wiley Blackwell, vol. 38(4), pages 583-602, June.
    17. Chandler, Gaylen N. & Jansen, Erik, 1992. "The founder's self-assessed competence and venture performance," Journal of Business Venturing, Elsevier, vol. 7(3), pages 223-236, May.
    18. Engel, Yuval & Dimitrova, Nicoletta G. & Khapova, Svetlana N. & Elfring, Tom, 2014. "Uncertain but able: Entrepreneurial self-efficacy and novices׳ use of expert decision-logic under uncertainty," Journal of Business Venturing Insights, Elsevier, vol. 1, pages 12-17.
    19. Chandler, Gaylen N. & DeTienne, Dawn R. & McKelvie, Alexander & Mumford, Troy V., 2011. "Causation and effectuation processes: A validation study," Journal of Business Venturing, Elsevier, vol. 26(3), pages 375-390, May.
    20. Lipshitz, Raanan & Strauss, Orna, 1997. "Coping with Uncertainty: A Naturalistic Decision-Making Analysis," Organizational Behavior and Human Decision Processes, Elsevier, vol. 69(2), pages 149-163, February.
    21. John T. Perry & Gaylen N. Chandler & Gergana Markova, 2012. "Entrepreneurial Effectuation: A Review and Suggestions for Future Research," Entrepreneurship Theory and Practice, , vol. 36(4), pages 837-861, July.
    22. Greg Fisher, 2012. "Effectuation, Causation, and Bricolage: A Behavioral Comparison of Emerging Theories in Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 36(5), pages 1019-1051, September.
    23. Werhahn, Dorothea & Mauer, René & Flatten, Tessa C. & Brettel, Malte, 2015. "Validating effectual orientation as strategic direction in the corporate context," European Management Journal, Elsevier, vol. 33(5), pages 305-313.
    24. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
    25. McKelvie, Alexander & Haynie, J. Michael & Gustavsson, Veronica, 2011. "Unpacking the uncertainty construct: Implications for entrepreneurial action," Journal of Business Venturing, Elsevier, vol. 26(3), pages 273-292, May.
    26. Clay M. Voorhees & Michael K. Brady & Roger Calantone & Edward Ramirez, 2016. "Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 119-134, January.
    27. Christoph Zott & Raphael Amit, 2007. "Business Model Design and the Performance of Entrepreneurial Firms," Organization Science, INFORMS, vol. 18(2), pages 181-199, April.
    28. Daniel P. Forbes, 2005. "Managerial determinants of decision speed in new ventures," Strategic Management Journal, Wiley Blackwell, vol. 26(4), pages 355-366, April.
    29. Ari Ginsberg & Eric Abrahamson, 1991. "Champions Of Change And Strategic Shifts: The Role Of Internal And External Change Advocates," Journal of Management Studies, Wiley Blackwell, vol. 28(2), pages 173-190, March.
    30. Wiltbank, Robert & Read, Stuart & Dew, Nicholas & Sarasvathy, Saras D., 2009. "Prediction and control under uncertainty: Outcomes in angel investing," Journal of Business Venturing, Elsevier, vol. 24(2), pages 116-133, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kusi, Samuel Yaw & Gabrielsson, Peter & Kontkanen, Minnie, 2021. "Developing brand identities for international new ventures under uncertainty: Decision-making logics and psychic distance," International Business Review, Elsevier, vol. 30(6).
    2. Christian Rudeloff & Stefanie Pakura & Fabian Eggers & Thomas Niemand, 2022. "It takes two to tango: the interplay between decision logics, communication strategies and social media engagement in start-ups," Review of Managerial Science, Springer, vol. 16(3), pages 681-712, April.
    3. Kamble, Sachin & Rana, Nripendra P. & Gupta, Shivam & Belhadi, Amine & Sharma, Rohit & Kulkarni, Praveen, 2023. "An effectuation and causation perspective on the role of design thinking practices and digital capabilities in platform-based ventures," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    4. Margot Racat & Antonin Ricard & René Mauer, 2024. "Effectuation and causation models: an integrative theoretical framework," Small Business Economics, Springer, vol. 62(3), pages 879-893, March.
    5. Kusi, Samuel Yaw & Nwoba, Arinze Christian & Adeola, Ogechi & Adedajo, Adedapo & Adjei, Osei Yaw, 2024. "Does entrepreneurial autonomy always drive emerging market SMEs internationalization? An effectual logic perspective," Journal of International Management, Elsevier, vol. 30(3).
    6. Bai, Wensong & Johanson, Martin & Oliveira, Luis & Ratajczak-Mrozek, Milena & Francioni, Barbara, 2022. "Where business networks and institutions meet: Internationalization decision-making under uncertainty," Journal of International Management, Elsevier, vol. 28(1).
    7. Kusi, Samuel Yaw & Gabrielsson, Peter & Baumgarth, Carsten, 2022. "How classical and entrepreneurial brand management increases the performance of internationalising SMEs?," Journal of World Business, Elsevier, vol. 57(5).
    8. Jie Yang & Mingxing Yu, 2022. "The Influence of Institutional Support on the Innovation Performance of New Ventures: The Mediating Mechanism of Entrepreneurial Orientation," Sustainability, MDPI, vol. 14(4), pages 1-15, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Katrin M. Smolka & Ingrid Verheul & Katrin Burmeister–Lamp & Pursey P.M.A.R. Heugens, 2018. "Get it Together! Synergistic Effects of Causal and Effectual Decision–Making Logics on Venture Performance," Entrepreneurship Theory and Practice, , vol. 42(4), pages 571-604, July.
    2. Alexander McKelvie & Gaylen N. Chandler & Dawn R. DeTienne & Anette Johansson, 2020. "The measurement of effectuation: highlighting research tensions and opportunities for the future," Small Business Economics, Springer, vol. 54(3), pages 689-720, March.
    3. Yi Jiang & Charles-Clemens Rüling, 2019. "Opening the Black Box of Effectuation Processes: Characteristics and Dominant Types," Entrepreneurship Theory and Practice, , vol. 43(1), pages 171-202, January.
    4. Koller, Sonia & Stephan, Ute & Ahmetoglu, Gorkan, 2022. "Ecological rationality and entrepreneurship: How entrepreneurs fit decision logics to decision content and structure," Journal of Business Venturing, Elsevier, vol. 37(4).
    5. Gry Agnete Alsos & Tommy Høyvarde Clausen & René Mauer & Stuart Read & Saras D. Sarasvathy, 2020. "Effectual exchange: from entrepreneurship to the disciplines and beyond," Small Business Economics, Springer, vol. 54(3), pages 605-619, March.
    6. Richard A. Martina, 2020. "Toward a theory of affordable loss," Small Business Economics, Springer, vol. 54(3), pages 751-774, March.
    7. Jessica Alzamora-Ruiz & María Fuentes-Fuentes & Myriam Martinez-Fiestas, 2021. "Together or separately? Direct and synergistic effects of Effectuation and Causation on innovation in technology-based SMEs," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1917-1943, December.
    8. Stroe, Silvia & Parida, Vinit & Wincent, Joakim, 2018. "Effectuation or causation: An fsQCA analysis of entrepreneurial passion, risk perception, and self-efficacy," Journal of Business Research, Elsevier, vol. 89(C), pages 265-272.
    9. Mumford, Jonathan Van & Zettinig, Peter, 2022. "Co-creation in effectuation processes: A stakeholder perspective on commitment reasoning," Journal of Business Venturing, Elsevier, vol. 37(4).
    10. Igor Laine & Tamara Galkina, 0. "The interplay of effectuation and causation in decision making: Russian SMEs under institutional uncertainty," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-37.
    11. Ioanna Deligianni & Irini Voudouris & Spyros Lioukas, 2017. "Do Effectuation Processes Shape the Relationship between Product Diversification and Performance in New Ventures?," Entrepreneurship Theory and Practice, , vol. 41(3), pages 349-377, May.
    12. Pascal Henninger & Alexander Brem & Ferran Giones & Peter M. Bican & Christine Wimschneider, 2019. "Effectuation Vs. Causation: Can Established Firms Use Start-Up Decision-Making Principles To Stay Innovative?," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(01), pages 1-32, January.
    13. Igor Laine & Tamara Galkina, 2017. "The interplay of effectuation and causation in decision making: Russian SMEs under institutional uncertainty," International Entrepreneurship and Management Journal, Springer, vol. 13(3), pages 905-941, September.
    14. Anastasiia Laskovaia & Galina Shirokova & Michael H. Morris, 2017. "National culture, effectuation, and new venture performance: global evidence from student entrepreneurs," Small Business Economics, Springer, vol. 49(3), pages 687-709, October.
    15. Sylvia Hubner & Fabian Most & Jochen Wirtz & Christine Auer, 2022. "Narratives in entrepreneurial ecosystems: drivers of effectuation versus causation," Small Business Economics, Springer, vol. 59(1), pages 211-242, June.
    16. Marko Matalamäki & Tero Vuorinen & Elina Varamäki & Kirsti Sorama, 2017. "Business Growth in Established Companies; Roles of Effectuation and Causation," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 25(02), pages 123-148, June.
    17. Yu, Xiaoyu & Tao, Yida & Tao, Xiangming & Xia, Fan & Li, Yajie, 2018. "Managing uncertainty in emerging economies: The interaction effects between causation and effectuation on firm performance," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 121-131.
    18. Saras Sarasvathy & K. Kumar & Jeffrey G. York & Suresh Bhagavatula, 2014. "An Effectual Approach to International Entrepreneurship: Overlaps, Challenges, and Provocative Possibilities," Entrepreneurship Theory and Practice, , vol. 38(1), pages 71-93, January.
    19. Sebastian Schmidt & David Bendig & Malte Brettel, 2018. "Building an equity story: the impact of effectuation on business angel investments," Journal of Business Economics, Springer, vol. 88(3), pages 471-501, May.
    20. Qamaruddin Maitlo & Frida Thomas Pacho & Jia Liu & Tahseen Ahmed Bhutto & Wang Xuhui, 2020. "The Role of Entrepreneurial Self-Efficacy in Resources Acquisition in a New Venture: The Mediating Role of Effectuation," SAGE Open, , vol. 10(4), pages 21582440209, October.

    More about this item

    Keywords

    Entrepreneurship; Uncertainty; Entrepreneurial and management experience; Investor influence; Venture stage; Mixed-methods design;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:sbusec:v:54:y:2020:i:3:d:10.1007_s11187-019-00147-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.