Single‐case experimental designs for child neurological rehabilitation and developmental disability research
Open accessAbstract
Single‐case experimental designs (SCEDs) are a group of methodologies of growing interest, aiming to test the effectiveness of an intervention at the single‐participant level, using a rigorous and prospective methodology. SCEDs may promote flexibility on how we design research protocols and inform clinical decision‐making, especially for personalized outcome measures, inclusion of families with challenging needs, measurement of children's progress in relation to parental implementation of interventions, and focus on personal goals. Design options for SCEDs are discussed in relation to an expected on/off effect of the intervention (e.g. school/environmental adaptation, assistive technology devices) or, alternatively, on an expected carry‐on/maintenance of effects (interventions aiming to develop or restore a function). Randomization in multiple‐baseline designs and ‘power’ calculations are explained. The most frequent reasons for not detecting an intervention effect in SCEDs are also presented, especially in relation to baseline length, trend, and instability. The use of SCEDs on the front and back ends of randomized controlled trials is discussed. What this paper adds: Single‐case experimental designs (SCEDs) may promote flexibility on how we design research protocols. Randomization in multiple‐baseline designs allows ‘power’ calculations based on randomization tests. Whenever feasible, N‐of‐1 trials should be preferred to other SCEDs and to group randomized controlled trials.
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SCED is recommended as a study design in early-stage evaluation research where effects are uncertain.
“In early‐stage evaluation research, such as when evaluating new interventions where effects are uncertain, single‐case experimental design (SCED) is recommended as a study design (Krasny‐Pacini 2023).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Krasny-Pacini 2023
In SCED, experimental control via randomised treatment conditions or multiple baselines ensures internal validity, allowing treatment effects to be distinguished from maturation effects.
“The experimental control of the design, for example, by using randomised treatment conditions or multiple baselines, ensures internal validity, allowing treatment effects to be distinguished from maturation effects (Krasny‐Pacini 2023).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Krasny-Pacini 2023
With a stable baseline, a pronounced change during the treatment phase is interpreted as a consequence of the intervention.
“With a stable baseline, a pronounced change during the treatment phase is interpreted as a consequence of the intervention.”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Krasny-Pacini 2023
These restrictions strengthen internal validity, allowing conclusions regarding whether potential progress is the result of the intervention or not.
“These restrictions serve to strengthen the internal validity, that is, to allow conclusions regarding whether potential progress is the result of the intervention or not (Krasny‐Pacini 2023).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Krasny-Pacini 2023
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Single-Case Intervention Research Design Standards
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Self-citationRandomized single-case AB phase designs: Prospects and pitfalls
Michiels, B., & Onghena, P. (2019) · Behavior Research Methods · doi:10.3758/s13428-018-1084-x · Cited by 77 · see citing works
Analysis of single-case data: Randomisation tests for measures of effect size
Heyvaert, M., & Onghena, P. (2014) · Neuropsychological Rehabilitation · doi:10.1080/09602011.2013.818564 · Cited by 64 · see citing works
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Sorted by citations
Strömbergsson, S., Edlund, E., Pettersson, M., Phan, N., & Kurimo, M. (2026) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.70163
- Authors
- Krasny‐Pacini, A.
- Affiliations
- Inserm (FR)
- Corresponding author
- Krasny‐Pacini, Agata
- ORCID
- Krasny‐Pacini, Agata
- Venue
- Developmental Medicine & Child Neurology
- Publisher
- Wiley
- Published
- 2023-01-31
- Volume
- 65
- Issue
- 5
- Pages
- 611-624
- ISSN
- 0012-1622 (ISSN-L)
- 1469-8749
- OpenAlex
- W4318755014
- Cited by
- 20
- References
- 5
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 6 · 2023: 7
- FWCI
- 0.76
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Developmental Medicine & Child Neurology (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, cc-by)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Social Sciences › Psychology › Developmental and Educational Psychology › Behavioral and Psychological Studies
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- single-case experimental design, developmental disabilities, multiple baseline design, N-of-1 trials, randomization, power analysis, permutation tests, assistive technology, family involvement, randomized controlled trials
- MeSH terms
- Child, Developmental Disabilities, Humans, Prospective Studies, Research Design
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