Sports Orthopedics

Sports Orthopedics

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In the MiSpEx project, the statistical analysis of main research questions accompanied by the aggregation of diverse data obtained in the individual studies represents a particular challenge. Research goals relating to the effectiveness and efficiency of training interventions in order to reduce the...

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Autores principales: Hönning A, Stengel D, Güthoff C
Formato: article
Lenguaje:DE
EN
Publicado: Dynamic Media Sales Verlag 2018
Materias:
Sports medicine
RC1200-1245
Acceso en línea:https://doaj.org/article/555980db29bd4576bae3a776194cb16a
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spelling oai:doaj.org-article:555980db29bd4576bae3a776194cb16a2021-11-16T19:01:41ZSports Orthopedics0344-59252510-526410.5960/dzsm.2018.339https://doaj.org/article/555980db29bd4576bae3a776194cb16a2018-07-01T00:00:00Zhttps://www.germanjournalsportsmedicine.com/archive/archive-2018/issue-7-8/statistical-strategies-to-address-main-research-questions-of-the-mispex-network-and-meta-analytical-approaches/https://doaj.org/toc/0344-5925https://doaj.org/toc/2510-5264In the MiSpEx project, the statistical analysis of main research questions accompanied by the aggregation of diverse data obtained in the individual studies represents a particular challenge. Research goals relating to the effectiveness and efficiency of training interventions in order to reduce the risk and degree of back pain may be addressed by meta-analyticalapproaches. This requires a sufficient similarity of the underlying studies and, in case of applying a meta-analysis of individual data,uniformly structured data sets. Approaches of supervised statistical learning should be applied to research goals concerning the diagnosis of back pain, and the prognosis either of further course of symptoms and of the reaction to preventive and curative interventions. The various underlying data sets should enable a step-by-step approach with several development and validation steps, likewise provided that sufficient comparability exists. The assessment of moderating effects of the influencing factors pain experience, training status, psychophysical distress, and level of care on treatment success is of high importance.KEY WORDS: Aggregation, Analysis Strategy, Prevention, Back PainHönning AStengel DGüthoff CDynamic Media Sales VerlagarticleSports medicineRC1200-1245DEENDeutsche Zeitschrift für Sportmedizin, Vol 69, Iss 7 (2018)
institution DOAJ
collection DOAJ
language DE
EN
topic Sports medicine
RC1200-1245
spellingShingle Sports medicine
RC1200-1245
Hönning A
Stengel D
Güthoff C
Sports Orthopedics
description In the MiSpEx project, the statistical analysis of main research questions accompanied by the aggregation of diverse data obtained in the individual studies represents a particular challenge. Research goals relating to the effectiveness and efficiency of training interventions in order to reduce the risk and degree of back pain may be addressed by meta-analyticalapproaches. This requires a sufficient similarity of the underlying studies and, in case of applying a meta-analysis of individual data,uniformly structured data sets. Approaches of supervised statistical learning should be applied to research goals concerning the diagnosis of back pain, and the prognosis either of further course of symptoms and of the reaction to preventive and curative interventions. The various underlying data sets should enable a step-by-step approach with several development and validation steps, likewise provided that sufficient comparability exists. The assessment of moderating effects of the influencing factors pain experience, training status, psychophysical distress, and level of care on treatment success is of high importance.KEY WORDS: Aggregation, Analysis Strategy, Prevention, Back Pain
format article
author Hönning A
Stengel D
Güthoff C
author_facet Hönning A
Stengel D
Güthoff C
author_sort Hönning A
title Sports Orthopedics
title_short Sports Orthopedics
title_full Sports Orthopedics
title_fullStr Sports Orthopedics
title_full_unstemmed Sports Orthopedics
title_sort sports orthopedics
publisher Dynamic Media Sales Verlag
publishDate 2018
url https://doaj.org/article/555980db29bd4576bae3a776194cb16a
work_keys_str_mv AT honninga sportsorthopedics
AT stengeld sportsorthopedics
AT guthoffc sportsorthopedics
_version_ 1718426174854529024

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