IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v50y2016i1p121-128.html
   My bibliography  Save this article

Analyzing multilevel data with QCA: yet another straightforward procedure

Author

Listed:
  • Alrik Thiem

Abstract

A significant body of social-scientific literature has developed contextual theories. In a recent contribution to Quality & Quantity, Denk and Lehtinen (Qual Quant 48(6):3475–3487, 2014 ) present Comparative Multilevel Analysis (CMA) as an innovative method whereby the effects of contexts on outcomes of interest can be studied configurationally if combined with Qualitative Comparative Analysis (QCA). In contradistinction, I argue that CMA is neither innovative in nor necessary for ascertaining the influence of context in a configurational-comparative manner. QCA is appreciably more powerful than the authors acknowledge and provides all required functionality. In repetition of Rohlfing’s (Int J Soc Res Methodol 15(6):497–506, 2012 ) verdict on Denk’s (Int J Soc Res Methodol 13(1):29–39, 2010 ) earlier version of CMA, I conclude that QCA need not be extended in the direction proposed by Denk and Lehtinen. Researchers interested in the contextual analysis of configurational data are well-served by the existing toolbox of QCA. Copyright Springer Science+Business Media Dordrecht 2016

Suggested Citation

  • Alrik Thiem, 2016. "Analyzing multilevel data with QCA: yet another straightforward procedure," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(1), pages 121-128, January.
    • Handle: RePEc:spr:qualqt:v:50:y:2016:i:1:p:121-128
    DOI: 10.1007/s11135-014-0140-6
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11135-014-0140-6
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11135-014-0140-6?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. Thomas Denk & Sarah Lehtinen, 2014. "Contextual analyses with QCA-methods," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(6), pages 3475-3487, November.
    2. Ragin, Charles C., 2006. "Set Relations in Social Research: Evaluating Their Consistency and Coverage," Political Analysis, Cambridge University Press, vol. 14(3), pages 291-310, July.
    3. Brandice Canes‐Wrone & Kenneth W. Shotts, 2004. "The Conditional Nature of Presidential Responsiveness to Public Opinion," American Journal of Political Science, John Wiley & Sons, vol. 48(4), pages 690-706, October.
    Full references (including those not matched with items on IDEAS)

    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. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    2. Yu Liu & Hao Zhang, 2022. "Driving Sustainable Innovation in New Ventures: A Study Based on the fsQCA Approach," Sustainability, MDPI, vol. 14(9), pages 1-21, May.
    3. Prosman, Ernst Johannes & Cagliano, Raffaella, 2022. "A contingency perspective on manufacturing configurations for the circular economy: Insights from successful start-ups," International Journal of Production Economics, Elsevier, vol. 249(C).
    4. Kun-Huang Huarng & Tiffany Hui-Kuang Yu, 2017. "Using qualitative approach to forecasting regime switches," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 2035-2048, September.
    5. 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.
    6. 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.
    7. Yu-Li Lin & Hsiu-Wen Liu & Fengzeng Xu & Hao Wang, 2016. "Environmental Conditions, Entrepreneur Alertness and Social Capital on Performance," International Business Research, Canadian Center of Science and Education, vol. 9(8), pages 1-13, August.
    8. Thomas Mellewigt & Glenn Hoetker & Martina Lütkewitte, 2018. "Avoiding High Opportunism Is Easy, Achieving Low Opportunism Is Not: A QCA Study on Curbing Opportunism in Buyer–Supplier Relationships," Organization Science, INFORMS, vol. 29(6), pages 1208-1208, December.
    9. Federica Nieri & Luciano Ciravegna & Ruth V. Aguilera & Elisa Giuliani, 2019. "Larger, more internationalized, better behaved? A configurational study of em erging market multinational enterprises' involvement in corporate wrongdoing," Discussion Papers 2019/255, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    10. Muñoz, Pablo & Kibler, Ewald, 2016. "Institutional complexity and social entrepreneurship: A fuzzy-set approach," Journal of Business Research, Elsevier, vol. 69(4), pages 1314-1318.
    11. He, Wei & Prentice, Catherine & Wang, Xuequn, 2024. "Symmetrical and asymmetrical approaches to brand loyalty– The case of intelligent voice assistants," Journal of Business Research, Elsevier, vol. 183(C).
    12. Ferguson, Graham & Megehee, Carol M. & Woodside, Arch G., 2017. "Culture, religiosity, and economic configural models explaining tipping-behavior prevalence across nations," Tourism Management, Elsevier, vol. 62(C), pages 218-233.
    13. Ming Zhang & Ruoran Cheng & Jiabao Fei & Ribesh Khanal, 2024. "Enhancing Digital Innovation Ecosystem Resilience through the Interplay of Organizational, Technological, and Environmental Factors: A Study of 31 Provinces in China Using NCA and fsQCA," Sustainability, MDPI, vol. 16(5), pages 1-22, February.
    14. Aurélie Hemonnet-Goujot & Delphine Manceau & Celine Abecassis-Moedas, 2019. "Drivers and Pathways of NPD Success in the Marketing-External Design Relationship," Post-Print hal-01883760, HAL.
    15. Katarzyna Boratyńska, 2021. "A New Approach for Risk of Corporate Bankruptcy Assessment during the COVID-19 Pandemic," JRFM, MDPI, vol. 14(12), pages 1-14, December.
    16. Annelien Gansemans & Deborah Martens & Marijke D’Haese & Jan Orbie, 2017. "Do Labour Rights Matter for Export? A Qualitative Comparative Analysis of Pineapple Trade to the EU," Politics and Governance, Cogitatio Press, vol. 5(4), pages 93-105.
    17. Tobias Steindl, 2021. "Cultural rule orientation, legal institutions, and the credibility of corporate social responsibility reports," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(1), pages 310-332, January.
    18. Asier Baquero, 2022. "Net Promoter Score (NPS) and Customer Satisfaction: Relationship and Efficient Management," Sustainability, MDPI, vol. 14(4), pages 1-19, February.
    19. Aurélie Corne & Sauveur Giannoni & Nicolas Peypoch, 2024. "A reexamination of inbound tourism performance," Tourism Economics, , vol. 30(7), pages 1820-1834, November.
    20. Sonja Sperber & Christian Linder, 2018. "The impact of top management teams on firm innovativeness: a configurational analysis of demographic characteristics, leadership style and team power distribution," Review of Managerial Science, Springer, vol. 12(1), pages 285-316, January.

    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:spr:qualqt:v:50:y:2016:i:1:p:121-128. 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.