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Conservative solutions for progress: on solution types when combining QCA with in-depth Process-Tracing

Author

Listed:
  • Priscilla Álamos-Concha

    (Radboud University)

  • Valérie Pattyn

    (Leiden University)

  • Benoît Rihoux

    (University of Louvain)

  • Benjamin Schalembier

    (Flemish Government)

  • Derek Beach

    (Aarhus University)

  • Bart Cambré

    (Antwerp Management School)

Abstract

What is the most appropriate QCA solution type when engaging in a multimethod design that includes QCA and in-depth process-tracing (PT)? While either the intermediate or the parsimonious solution are generally favored in QCA-only studies, we identify important challenges that can emerge when selecting those solutions in a QCA-PT multimethod study. We particularly highlight the risk of mechanistic heterogeneity, omitted conditions, and draw the attention on the issue of generalization. We discuss each of these intertwined challenges in depth, and explain why the conservative solution is useful to consider in addressing them. We substantiate our arguments by drawing on a recently completed evaluation study that was commissioned by the Flemish ESF Agency in Belgium. In the study, we combined QCA and theory-guided in-depth process-tracing to uncover under what combinations of conditions (QCA) a training programme would lead to successful training transfer and how (PT) this happened in the successful cases. The article highlights the need to carefully consider the selection of solution types in any multimethod design comprising QCA.

Suggested Citation

  • Priscilla Álamos-Concha & Valérie Pattyn & Benoît Rihoux & Benjamin Schalembier & Derek Beach & Bart Cambré, 2022. "Conservative solutions for progress: on solution types when combining QCA with in-depth Process-Tracing," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(4), pages 1965-1997, August.
    • Handle: RePEc:spr:qualqt:v:56:y:2022:i:4:d:10.1007_s11135-021-01191-x
    DOI: 10.1007/s11135-021-01191-x
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    References listed on IDEAS

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    1. Cartwright,Nancy, 2007. "Hunting Causes and Using Them," Cambridge Books, Cambridge University Press, number 9780521860819, January.
    2. Michael Baumgartner & Alrik Thiem, 2020. "Often Trusted but Never (Properly) Tested: Evaluating Qualitative Comparative Analysis," Sociological Methods & Research, , vol. 49(2), pages 279-311, May.
    3. Carsten Q. Schneider, 2019. "Two-step QCA revisited: the necessity of context conditions," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1109-1126, May.
    4. Cartwright,Nancy, 2007. "Hunting Causes and Using Them," Cambridge Books, Cambridge University Press, number 9780521677981, January.
    5. Donal Khosrowi, 2019. "Extrapolation of causal effects – hopes, assumptions, and the extrapolator’s circle," Journal of Economic Methodology, Taylor & Francis Journals, vol. 26(1), pages 45-58, January.
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    Cited by:

    1. Saka-Helmhout, Ayse & Álamos-Concha, Priscilla & López, Mabel Machado & Hagan, Julie & Murray, Gregor & Edwards, Tony & Kern, Philipp & Martin, Isabelle & Zhang, Ling Eleanor, 2024. "Stakeholder engagement strategies for impactful corporate social innovation initiatives by multinational enterprises," Journal of International Management, Elsevier, vol. 30(4).

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