IDEAS home Printed from https://ideas.repec.org/a/sae/somere/v42y2013i4p559-597.html
   My bibliography  Save this article

Combining QCA and Process Tracing in Set-Theoretic Multi-Method Research

Author

Listed:
  • Carsten Q. Schneider
  • Ingo Rohlfing

Abstract

Set-theoretic methods and Qualitative Comparative Analysis (QCA) in particular are case-based methods. There are, however, only few guidelines on how to combine them with qualitative case studies. Contributing to the literature on multi-method research (MMR), we offer the first comprehensive elaboration of principles for the integration of QCA and case studies with a special focus on case selection. We show that QCA's reliance on set-relational causation in terms of necessity and sufficiency has important consequences for the choice of cases. Using real world data for both crisp-set and fuzzy-set QCA, we show what typical and deviant cases are in QCA-based MMR. In addition, we demonstrate how to select cases for comparative case studies aiming to discern causal mechanisms and address the puzzles behind deviant cases. Finally, we detail the implications of modifying the set-theoretic cross-case model in the light of case-study evidence. Following the principles developed in this article should increase the inferential leverage of set-theoretic MMR.

Suggested Citation

  • Carsten Q. Schneider & Ingo Rohlfing, 2013. "Combining QCA and Process Tracing in Set-Theoretic Multi-Method Research," Sociological Methods & Research, , vol. 42(4), pages 559-597, November.
  • Handle: RePEc:sae:somere:v:42:y:2013:i:4:p:559-597
    DOI: 10.1177/0049124113481341
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0049124113481341
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0049124113481341?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
    ---><---

    References listed on IDEAS

    as
    1. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, September.
    2. Segura-Ubiergo,Alex, 2012. "The Political Economy of the Welfare State in Latin America," Cambridge Books, Cambridge University Press, number 9781107410664.
    3. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    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. Kasper-Brauer, Kati & Leischnig, Alexander, 2016. "Yes, we can! A fuzzy-set analysis of challenges, skills, and enjoyment of work," Journal of Business Research, Elsevier, vol. 69(11), pages 5286-5291.
    2. Grégoire Croidieu & Charles-Clemens Ruling & Bilal-Ahmed Jathol, 2017. "Complex field-positions and non-imitation: Pioneers, strangers, and insulars in Australian fine-wine," Grenoble Ecole de Management (Post-Print) hal-01609429, HAL.
    3. Pochun, Tej & Brennan, Linda & Parker, Lukas, 2018. "Advertising effects? An elemental experiment," Australasian marketing journal, Elsevier, vol. 26(4), pages 338-349.
    4. Chen, Cheng & Matzdorf, Bettina & Meyer, Claas & König, Hannes & Zhen, Lin, 2018. "How socioeconomic and institutional conditions at the household level shape the environmental effectiveness of governmental PES: China’s Sloping Land Conversion Program," SocArXiv jzvqh, Center for Open Science.
    5. Di Paola, Nadia & Russo Spena, Tiziana, 2019. "What drives biopharmaceutical firms' exploratory openness? A comparative process tracing approach to the analysis of R&D microfoundations," Journal of Business Research, Elsevier, vol. 97(C), pages 94-103.
    6. Katharina Zimmermann, 2016. "Local Responses to the European Social Fund: A Cross-City Comparison of Usage and Change," Journal of Common Market Studies, Wiley Blackwell, vol. 54(6), pages 1465-1484, November.
    7. Borgna, Camilla & Struffolino, Emanuela, 2018. "Unpacking Configurational Dynamics: Sequence Analysis and Qualitative Comparative Analysis as a Mixed-Method Design," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 167-184.
    8. Grégoire Croidieu & Charles-Clemens Ruling & Bilal-Ahmed Jathol, 2017. "Complex field-positions and non-imitation: Pioneers, strangers, and insulars in Australian fine-wine," Post-Print hal-01609429, HAL.

    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. Carsten Q. Schneider & Ingo Rohlfing, 2016. "Case Studies Nested in Fuzzy-set QCA on Sufficiency," Sociological Methods & Research, , vol. 45(3), pages 526-568, August.
    2. Gibrán Cruz-Martínez, 2021. "Mapping Welfare State Development in (post) Neoliberal Latin America," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 175-201, August.
    3. Ingo Rohlfing & Carsten Q. Schneider, 2018. "A Unifying Framework for Causal Analysis in Set-Theoretic Multimethod Research," Sociological Methods & Research, , vol. 47(1), pages 37-63, January.
    4. Kamini Gupta & Donal Crilly & Thomas Greckhamer, 2020. "Stakeholder engagement strategies, national institutions, and firm performance: A configurational perspective," Strategic Management Journal, Wiley Blackwell, vol. 41(10), pages 1869-1900, October.
    5. Cheng, Cheng-Feng & Chang, Man-Ling & Li, Chu-Shiu, 2013. "Configural paths to successful product innovation," Journal of Business Research, Elsevier, vol. 66(12), pages 2561-2573.
    6. Markus Mayer & Markus Voeth, 2022. "Improving negotiation success in B2B sales organizations: is structured negotiation management a success factor?," Journal of Business Economics, Springer, vol. 92(2), pages 163-196, February.
    7. Mina Baliamoune-Lutz, 2004. "On the Measurement of Human Well-being: Fuzzy Set Theory and Sen's Capability Approach," WIDER Working Paper Series RP2004-16, World Institute for Development Economic Research (UNU-WIDER).
    8. Kusa, Rafał & Suder, Marcin & Duda, Joanna, 2023. "Impact of greening on performance in the hospitality industry: Moderating effect of flexibility and inter-organizational cooperation," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    9. Alex Segura-Ubiergo & Alejandro Simone & Sanjeev Gupta & Qiang Cui, 2010. "New Evidence on Fiscal Adjustment and Growth in Transition Economies," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 52(1), pages 18-37, March.
    10. Gary Goertz & Tony Hak & Jan Dul, 2013. "Ceilings and Floors," Sociological Methods & Research, , vol. 42(1), pages 3-40, February.
    11. German Feierherd & Patricio Larroulet & Wei Long, & Nora Lustig, 2021. "The Pink Tide and Inequality in Latin America," Working Papers 2105, Tulane University, Department of Economics.
    12. Skarmeas, Dionysis & Lisboa, Ana & Saridakis, Charalampos, 2016. "Export performance as a function of market learning capabilities and intrapreneurship: SEM and FsQCA findings," Journal of Business Research, Elsevier, vol. 69(11), pages 5342-5347.
    13. Arts, Bas & de Koning, Jessica, 2017. "Community Forest Management: An Assessment and Explanation of its Performance Through QCA," World Development, Elsevier, vol. 96(C), pages 315-325.
    14. Grohs, Reinhard & Raies, Karine & Koll, Oliver & Mühlbacher, Hans, 2016. "One pie, many recipes: Alternative paths to high brand strength," Journal of Business Research, Elsevier, vol. 69(6), pages 2244-2251.
    15. Jantunen, Ari & Tarkiainen, Anssi & Chari, Simos & Oghazi, Pejvak, 2018. "Dynamic capabilities, operational changes, and performance outcomes in the media industry," Journal of Business Research, Elsevier, vol. 89(C), pages 251-257.
    16. Barry Cooper & Judith Glaesser, 2016. "Analysing necessity and sufficiency with Qualitative Comparative Analysis: how do results vary as case weights change?," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(1), pages 327-346, January.
    17. Gustav Lidén, 2013. "What about theory? The consequences on a widened perspective of social theory," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(1), pages 213-225, January.
    18. Wang, Huanming & Ran, Bing, 2022. "How business-related governance strategies impact paths towards the formation of global cities? An institutional embeddedness perspective," Land Use Policy, Elsevier, vol. 118(C).
    19. Fleck, Ann-Katrin & Anatolitis, Vasilios, 2023. "Achieving the objectives of renewable energy policy – Insights from renewable energy auction design in Europe," Energy Policy, Elsevier, vol. 173(C).
    20. Gonçalves, Helena Martins & Lourenço, Tiago Ferreira & Silva, Graça Miranda, 2016. "Green buying behavior and the theory of consumption values: A fuzzy-set approach," Journal of Business Research, Elsevier, vol. 69(4), pages 1484-1491.

    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:sae:somere:v:42:y:2013:i:4:p:559-597. 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: SAGE Publications (email available below). General contact details of provider: .

    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.