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Meta‐Analytic Research in Management: Contemporary Approaches, Unresolved Controversies, and Rising Standards

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  • James G. Combs
  • T. Russell Crook
  • Andreas Rauch

Abstract

Early meta‐analyses in management research sought primarily to resolve seemingly conflicting findings by estimating a relationship’s population‐level effect size. Since then, management researchers have adopted increasingly sophisticated approaches that permit new theorizing, testing and comparing sophisticated models, and identifying boundary conditions. We summarize three of these approaches – i.e., qualitative meta‐analysis (QMA), meta‐analytic structural equation modeling (MASEM), and meta‐analytic regression analysis (MARA) – along with the special issue papers that adopt each approach. We conclude by raising three unresolved controversies that we believe deserve more attention and by offering our thoughts about how to maximize a meta‐analytic study’s chances for publication and impact.

Suggested Citation

  • James G. Combs & T. Russell Crook & Andreas Rauch, 2019. "Meta‐Analytic Research in Management: Contemporary Approaches, Unresolved Controversies, and Rising Standards," Journal of Management Studies, Wiley Blackwell, vol. 56(1), pages 1-18, January.
    • Handle: RePEc:bla:jomstd:v:56:y:2019:i:1:p:1-18
    DOI: 10.1111/joms.12427
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    Cited by:

    1. Christopher Hansen & Holger Steinmetz & Jörn Block, 2022. "How to conduct a meta-analysis in eight steps: a practical guide," Management Review Quarterly, Springer, vol. 72(1), pages 1-19, February.
    2. Alexander Flaig & Daniel Kindström & Mikael Ottosson, 2021. "Market-shaping phases—a qualitative meta-analysis and conceptual framework," AMS Review, Springer;Academy of Marketing Science, vol. 11(3), pages 354-374, December.
    3. Williams, David W. & Crook, T. Russell, 2021. "Unpacking the age at initial internationalization-performance relationship: A meta-analytic investigation," Journal of Business Venturing Insights, Elsevier, vol. 15(C).
    4. Sarkar, Soumodip & Mateus, Sara, 2022. "Value creation using minimal resources – A meta-synthesis of frugal innovation," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    5. Hansen, Christopher & Block, Joern, 2020. "Exploring the relation between family involvement and firms’ financial performance: A replication and extension meta-analysis," Journal of Business Venturing Insights, Elsevier, vol. 13(C).
    6. Schmid, David & Morschett, Dirk, 2020. "Decades of research on foreign subsidiary divestment: What do we really know about its antecedents?," International Business Review, Elsevier, vol. 29(4).
    7. Angelo M. Solarino & Brian K. Boyd, 2020. "Are all forms of ownership prone to tunneling? A meta‐analysis," Corporate Governance: An International Review, Wiley Blackwell, vol. 28(6), pages 488-501, November.
    8. Lahiri, Somnath & Karna, Amit & Chittaranjan Kalubandi, Sai & Edacherian, Saneesh, 2022. "Performance implications of outsourcing: A meta-analysis," Journal of Business Research, Elsevier, vol. 139(C), pages 1303-1316.
    9. Mackey, Jeremy D., 2021. "Why and how predators pick prey: Followers’ personality and performance as predictors of destructive leadership," Journal of Business Research, Elsevier, vol. 130(C), pages 159-169.
    10. Crovini, Chiara & Ossola, Giovanni & Britzelmaier, Bernd, 2021. "How to reconsider risk management in SMEs? An Advanced, Reasoned and Organised Literature Review," European Management Journal, Elsevier, vol. 39(1), pages 118-134.
    11. Mackey, Jeremy D. & Parker Ellen, B. & McAllister, Charn P. & Alexander, Katherine C., 2021. "The dark side of leadership: A systematic literature review and meta-analysis of destructive leadership research," Journal of Business Research, Elsevier, vol. 132(C), pages 705-718.
    12. Albachiara Boffelli & Malin Johansson, 2020. "What do we want to know about reshoring? Towards a comprehensive framework based on a meta-synthesis," Operations Management Research, Springer, vol. 13(1), pages 53-69, June.
    13. Xinming Ge & Jinbo Wang, 2022. "A Meta-Analysis of the Relationship between Financing Efficiency and Entrepreneurial Vitality: Evidence from Chinese College Students," Sustainability, MDPI, vol. 14(17), pages 1-22, August.
    14. Martina K Linnenluecke & Mauricio Marrone & Abhay K Singh, 2020. "Conducting systematic literature reviews and bibliometric analyses," Australian Journal of Management, Australian School of Business, vol. 45(2), pages 175-194, May.
    15. Henkel, Malin & Boffelli, Albachiara & Olhager, Jan & Kalchschmidt, Matteo, 2022. "A case survey of offshoring–backshoring cases: The influence of contingency factors," International Journal of Production Economics, Elsevier, vol. 253(C).
    16. Christina Hoon & Alina M. Baluch, 2020. "The Role of Dialectical Interrogation in Review Studies: Theorizing from What We See Rather Than What We Have Already Seen," Journal of Management Studies, Wiley Blackwell, vol. 57(6), pages 1246-1271, September.
    17. Laubengaier, Désirée A. & Cagliano, Raffaella & Canterino, Filomena, 2022. "It Takes Two to Tango: Analyzing the Relationship between Technological and Administrative Process Innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    18. Geyer-Klingeberg, Jerome & Hang, Markus & Rathgeber, Andreas, 2020. "Meta-analysis in finance research: Opportunities, challenges, and contemporary applications," International Review of Financial Analysis, Elsevier, vol. 71(C).
    19. Sarkar, Soumodip & Mateus, Sara, 2022. "Doing more with less - How frugal innovations can contribute to improving healthcare systems," Social Science & Medicine, Elsevier, vol. 306(C).
    20. Ellen, B. Parker & Mackey, Jeremy D. & McAllister, Charn P. & Mercer, Ian S., 2022. "Are small measures big problems? A meta-analytic investigation of brief measures of the Big Five," Journal of Business Research, Elsevier, vol. 151(C), pages 579-592.
    21. Fourné, Sebastian P.L. & Rosenbusch, Nina & Heyden, Mariano L.M. & Jansen, Justin J.P., 2019. "Structural and contextual approaches to ambidexterity: A meta-analysis of organizational and environmental contingencies," European Management Journal, Elsevier, vol. 37(5), pages 564-576.
    22. Patrick Haslanger & Erik E. Lehmann & Nikolaus Seitz, 2023. "The performance effects of corporate venture capital: a meta-analysis," The Journal of Technology Transfer, Springer, vol. 48(6), pages 2132-2160, December.
    23. Galli Geleilate, Jose-Mauricio & Andrews, Daniel S. & Fainshmidt, Stav, 2020. "Subsidiary autonomy and subsidiary performance: A meta-analysis," Journal of World Business, Elsevier, vol. 55(4).
    24. Melek Akın Ateş & Robert Suurmond & Davide Luzzini & Daniel Krause, 2022. "Order from chaos: A meta‐analysis of supply chain complexity and firm performance," Journal of Supply Chain Management, Institute for Supply Management, vol. 58(1), pages 3-30, January.
    25. Kraft, Priscilla S. & Günther, Christina & Kammerlander, Nadine H. & Lampe, Jan, 2022. "Overconfidence and entrepreneurship: A meta-analysis of different types of overconfidence in the entrepreneurial process," Journal of Business Venturing, Elsevier, vol. 37(4).

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