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Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion

AIM: An expository note introduces health sciences researchers to randomized single-case intervention designs, an adaptation of interrupted time-series methodology, and the staple of a scientifically credible small-sample research paradigm. METHODS: Detailed examples illustrating two different rando...

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Detalles Bibliográficos
Autores principales: Levin, Joel R., Kratochwill, Thomas R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8015743/
https://www.ncbi.nlm.nih.gov/pubmed/33797058
http://dx.doi.org/10.1007/s43441-021-00274-z
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author Levin, Joel R.
Kratochwill, Thomas R.
author_facet Levin, Joel R.
Kratochwill, Thomas R.
author_sort Levin, Joel R.
collection PubMed
description AIM: An expository note introduces health sciences researchers to randomized single-case intervention designs, an adaptation of interrupted time-series methodology, and the staple of a scientifically credible small-sample research paradigm. METHODS: Detailed examples illustrating two different randomized single-case procedures are presented to highlight the techniques’ advantages relative to small-sample nonparametric procedures that are commonly applied in the medical and health sciences fields. RESULTS: Numerous positive outcomes, based on both statistical simulation studies and actual intervention research investigations, support the applicability and value of these procedures. CONCLUSION: Randomized single-case intervention designs are recommended for consideration by health sciences researchers.
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spelling pubmed-80157432021-04-02 Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion Levin, Joel R. Kratochwill, Thomas R. Ther Innov Regul Sci Analytical Report AIM: An expository note introduces health sciences researchers to randomized single-case intervention designs, an adaptation of interrupted time-series methodology, and the staple of a scientifically credible small-sample research paradigm. METHODS: Detailed examples illustrating two different randomized single-case procedures are presented to highlight the techniques’ advantages relative to small-sample nonparametric procedures that are commonly applied in the medical and health sciences fields. RESULTS: Numerous positive outcomes, based on both statistical simulation studies and actual intervention research investigations, support the applicability and value of these procedures. CONCLUSION: Randomized single-case intervention designs are recommended for consideration by health sciences researchers. Springer International Publishing 2021-04-01 2021 /pmc/articles/PMC8015743/ /pubmed/33797058 http://dx.doi.org/10.1007/s43441-021-00274-z Text en © The Drug Information Association, Inc 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Analytical Report
Levin, Joel R.
Kratochwill, Thomas R.
Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title_full Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title_fullStr Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title_full_unstemmed Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title_short Randomized Single-Case Intervention Designs and Analyses for Health Sciences Researchers: A Versatile Clinical Trials Companion
title_sort randomized single-case intervention designs and analyses for health sciences researchers: a versatile clinical trials companion
topic Analytical Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8015743/
https://www.ncbi.nlm.nih.gov/pubmed/33797058
http://dx.doi.org/10.1007/s43441-021-00274-z
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