The balanced incomplete block design is not suitable for the evaluation of complex interventions
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Updated: Apr 23, 2026

Qualitative and Comparative Cortical Activity Data Analyses from a Functional Near-Infrared Spectroscopy Experiment Applying Block Design
Published on: December 3, 2020
Jasper Trietsch1, Pieter Leffers2, Ben van Steenkiste1
1Department of General Practice, School for Public health and Primary Care (CAPHRI), Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands.
Objectives:
In quality of care research, the balanced incomplete block (BIB) design is regularly claimed to have been used when evaluating complex interventions. In this article, we reflect on the appropriateness of using this design for evaluating complex interventions.
Study Design And Setting:
Literature study using PubMed and handbooks.
Results:
After studying various articles on health services research that claim to have applied the BIB and the original methodological literature on this design, it became clear that the applied method is in fact not a BIB design.
Conclusion:
We conclude that the use of this design is not suited for evaluating complex interventions. We stress that, to prevent improper use of terms, more attention should be paid to proper referencing of the original methodological literature.
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