Capturing causal complexity: Heuristics for configurational theorizing
Open accessAbstract
Management scholars study phenomena marked by complex interdependencies where multiple explanatory factors combine to bring about an outcome of interest. Yet, theorizing about causal complexity can prove challenging for the correlational theorizing that is predominant in the field of management, given its “net effects thinking” that emphasizes the unique contribution of individual explanatory factors. In contrast, configurational theories and thinking are well-suited to explaining causally complex phenomena. In this article, we seek to advance configurational theorizing by providing a model of the configurational theorizing process which consists of three iterative stages—scoping, linking and naming. In each stage, we develop and offer several heuristics aimed at stimulating configurational theorizing. That is, these theorizing heuristics are intended to help scholars discover configurations of explanatory factors, probe the connections among these factors, and articulate the orchestrating themes that underpin their coherence. We conclude with a discussion of how configurational theorizing advances theory development in the field of management and organizations, and beyond.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
It is vital to understand how diverse configurations can produce similar outcomes and how these configurations are shaped by equifinality and conjunctural causation.
“Rather, it is vital to understand how diverse configurations can produce similar outcomes and how these configurations are shaped by factors like equifinality - the principle that in open systems, a given end state can be reached by many potential means or paths - and conjunctural causation -the idea that multiple conditions can interact in a specific context to produce a partic”
From Sustaining the Crypto Commons: A Configurational Systems Perspective on Blockchain and Cryptocurrency Governance (2024) · cites this paper as Furnari et al., 2021
Cites
Firm Resources and Sustained Competitive Advantage
Barney, J. (1991) · Journal of Management · doi:10.1177/014920639101700108 · Cited by 48,334 · see citing works
Tversky, A., & Kahneman, D. (1974) · Science · doi:10.1126/science.185.4157.1124 · Cited by 28,810 · see citing works
Comparative Economic Organization: The Analysis of Discrete Structural Alternatives
Williamson, O. E. (1991) · Administrative Science Quarterly · doi:10.2307/2393356 · Cited by 7,151 · see citing works
A set-theoretic approach to organizational configurations
Fiss, P. C. (2007) · Academy of Management Review · doi:10.5465/amr.2007.26586092 · Cited by 2,225 · see citing works
Self-citationEmbracing Causal Complexity: The Emergence of a Neo-Configurational Perspective
Misangyi, V. F., Greckhamer, T., Furnari, S., Fiss, P. C., Crilly, D., & Aguilera, R. (2017) · Journal of Management · doi:10.1177/0149206316679252 · Cited by 1,099 · see citing works
Self-citationTranscending General Linear Reality
Abbott, A. (1988) · Sociological Theory · doi:10.2307/202114 · Cited by 716 · see citing works
Simplicity: a unifying principle in cognitive science?
Chater, N., & Vitányi, P. (2003) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(02)00005-0 · Cited by 494 · see citing works
Comments on “What theory is not”
DiMaggio, P. J. (1995) · Administrative Science Quarterly · doi:10.2307/2393790 · Cited by 488 · see citing works
Park, Y., Fiss, P. C., & El Sawy, O. A. (2020) · MIS Quarterly · doi:10.25300/misq/2020/13879 · Cited by 300 · see citing works
Self-citationEditors' Comments: Styles of Theorizing and the Social Organization of Knowledge
(2013) · Academy of Management Review · doi:10.5465/amr.2013.0085 · Cited by 271 · see citing works
Self-citationWhat You See and What You Get: Pitfalls and Principles of Nested Analysis in Comparative Research
Rohlfing, I. (2008) · Comparative Political Studies · doi:10.1177/0010414007308019 · Cited by 112 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Digital governance: A conceptual framework and research agenda
Hanisch, M., Goldsby, C. M., Fabian, N. E., & Oehmichen, J. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.113777 · Cited by 267 · see citing works
The Business Value of Gamification
Jacobides, M. G., Ma, M. D., Trantopoulos, K., & Vassalos, V. (2024) · California Management Review · doi:10.1177/00081256231218469 · Cited by 12 · see citing works
Cross-level interaction mechanism for high growth among digital start–ups: an fsQCA analysis
Li, H., Wang, H., Yang, Z., & Guo, C. (2026) · Chinese Management Studies · doi:10.1108/cms-06-2024-0450 · Cited by 3 · see citing works
Ciriello, R., Mindel, V., & Mathiassen, L. (2024) · Proceedings of the Annual Hawaii International Conference on System Sciences · doi:10.24251/hicss.2024.607 · Cited by 2 · see citing works
- Authors
- Furnari, S., Crilly, D., Misangyi, V. F., Greckhamer, T., Fiss, P. C., & Aguilera, R. V.
- Affiliations
- City, University of London (GB)
- Pennsylvania State University (US)
- Louisiana State University (US)
- University of Southern California (US)
- Northeastern University (US)
- Corresponding author
- Fiss, Peer C.
- Venue
- Academy of Management Review
- Publisher
- Academy of Management
- Published
- 2021-10
- Volume
- 46
- Issue
- 4
- Pages
- 778-799
- ISSN
- 0363-7425 (ISSN-L)
- 1930-3807
- OpenAlex
- W3031530685
- Cited by
- 861
- References
- 11
- Citations by year
- 2026: 212 · 2025: 189 · 2024: 164 · 2023: 132 · 2022: 101 · 2021: 53 · 2020: 8 · 2019: 1
- FWCI
- 98.24
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Academy of Management Review (publishedVersion)
- SSRN Electronic Journal (acceptedVersion)
- City Research Online (City University London) (acceptedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Qualitative Comparative Analysis Research
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Management and Organizational Studies
- Social Sciences › Decision Sciences › Management Science and Operations Research › Business Strategies and Management Research
- Keywords
- causal complexity, configuration theory, theory development
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review