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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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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. |
format | Online Article Text |
id | pubmed-8015743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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