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Alternative Statistical Analysis Shows Exercise Training-Induced Improvements in Peak VO^sub 2^ are Clinically Significant
Noting its small sample size and flawed study design, the dominance of this study largely increases the risk of bias in overall outcome. [...]because the meta-analysis did not provide a sensitivity analysis, we excluded this highly weighted study [12] from the overall analysis and observed a very di...
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Published in: | Sports medicine (Auckland) 2015-05, Vol.45 (5), p.763 |
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description | Noting its small sample size and flawed study design, the dominance of this study largely increases the risk of bias in overall outcome. [...]because the meta-analysis did not provide a sensitivity analysis, we excluded this highly weighted study [12] from the overall analysis and observed a very different outcome, even when using a fixed-effects model (fixed-effects model: MD 1.11 mlkg-1min-1 [95 % CI 0.87-1.35, p\0.00001]; random-effects model: MD 1.38 mlkg-1min-1 [95 % CI 1.02-1.74, p\0.00001]). [...]the conclusions drawn by the investigators and the results they obtained seemed contradictory. [...]when introducing a third group of study duration 24 weeks or longer (two studies, two intervention groups; MD 0.78 mlkg-1min-1 [95 % CI -0.37-1.93, p = 0.18]), a tendency was observed that when the duration elongated beyond 52 weeks, peak VO2 improvement decreased abruptly, suggesting that a study duration between 12 and 52 weeks might be optimal, instead of a duration of at least 24 weeks, as concluded by the authors [1]. [...]when we re-analysed the data reviewed in the meta-analysis [1], we found that the overall improvement in peak VO2 in the PAD exercise training group was in fact of clinical significance, and that a study duration of 12-52 weeks was preferred. |
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[...]because the meta-analysis did not provide a sensitivity analysis, we excluded this highly weighted study [12] from the overall analysis and observed a very different outcome, even when using a fixed-effects model (fixed-effects model: MD 1.11 mlkg-1min-1 [95 % CI 0.87-1.35, p\0.00001]; random-effects model: MD 1.38 mlkg-1min-1 [95 % CI 1.02-1.74, p\0.00001]). [...]the conclusions drawn by the investigators and the results they obtained seemed contradictory. [...]when introducing a third group of study duration 24 weeks or longer (two studies, two intervention groups; MD 0.78 mlkg-1min-1 [95 % CI -0.37-1.93, p = 0.18]), a tendency was observed that when the duration elongated beyond 52 weeks, peak VO2 improvement decreased abruptly, suggesting that a study duration between 12 and 52 weeks might be optimal, instead of a duration of at least 24 weeks, as concluded by the authors [1]. [...]when we re-analysed the data reviewed in the meta-analysis [1], we found that the overall improvement in peak VO2 in the PAD exercise training group was in fact of clinical significance, and that a study duration of 12-52 weeks was preferred.</description><identifier>ISSN: 0112-1642</identifier><identifier>EISSN: 1179-2035</identifier><language>eng</language><publisher>Auckland: Springer Nature B.V</publisher><subject>Confidence intervals ; Exercise ; Handbooks ; Heart attacks ; Intervention ; Meta-analysis ; Mortality ; Physical fitness ; Sensitivity analysis ; Studies</subject><ispartof>Sports medicine (Auckland), 2015-05, Vol.45 (5), p.763</ispartof><rights>Copyright Springer Science & Business Media May 2015</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784</link.rule.ids></links><search><creatorcontrib>Li, Sheyu</creatorcontrib><creatorcontrib>Li, Qianrui</creatorcontrib><creatorcontrib>Lyu, Xiafei</creatorcontrib><creatorcontrib>Tian, Haoming</creatorcontrib><creatorcontrib>Ran, Xingwu</creatorcontrib><title>Alternative Statistical Analysis Shows Exercise Training-Induced Improvements in Peak VO^sub 2^ are Clinically Significant</title><title>Sports medicine (Auckland)</title><description>Noting its small sample size and flawed study design, the dominance of this study largely increases the risk of bias in overall outcome. [...]because the meta-analysis did not provide a sensitivity analysis, we excluded this highly weighted study [12] from the overall analysis and observed a very different outcome, even when using a fixed-effects model (fixed-effects model: MD 1.11 mlkg-1min-1 [95 % CI 0.87-1.35, p\0.00001]; random-effects model: MD 1.38 mlkg-1min-1 [95 % CI 1.02-1.74, p\0.00001]). [...]the conclusions drawn by the investigators and the results they obtained seemed contradictory. [...]when introducing a third group of study duration 24 weeks or longer (two studies, two intervention groups; MD 0.78 mlkg-1min-1 [95 % CI -0.37-1.93, p = 0.18]), a tendency was observed that when the duration elongated beyond 52 weeks, peak VO2 improvement decreased abruptly, suggesting that a study duration between 12 and 52 weeks might be optimal, instead of a duration of at least 24 weeks, as concluded by the authors [1]. [...]when we re-analysed the data reviewed in the meta-analysis [1], we found that the overall improvement in peak VO2 in the PAD exercise training group was in fact of clinical significance, and that a study duration of 12-52 weeks was preferred.</description><subject>Confidence intervals</subject><subject>Exercise</subject><subject>Handbooks</subject><subject>Heart attacks</subject><subject>Intervention</subject><subject>Meta-analysis</subject><subject>Mortality</subject><subject>Physical fitness</subject><subject>Sensitivity analysis</subject><subject>Studies</subject><issn>0112-1642</issn><issn>1179-2035</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqNjstqAkEQRZsQIRP1HwqyHuhuHzNZiii6SmDEpdKOpSnT1iRdPT7y9elFPiCrw4V7D_dBZcYUr7nVg9GjyrQxNjfjoX1SzyInrfWoHNpM_Ux8xMAu0gWhiokSqXYeJuz8XUig-miuArMbhpoEYRUcMfExX_K-rXEPy_NXaC54Ro4CxPCO7hPWbxtpd2A34ALC1KdJkvo7VHRkOqTAsac6B-cF-3_sqpf5bDVd5Mn33aLE7alp0zUvWzMujS10qYvB_1q_cWtPwQ</recordid><startdate>20150501</startdate><enddate>20150501</enddate><creator>Li, Sheyu</creator><creator>Li, Qianrui</creator><creator>Lyu, Xiafei</creator><creator>Tian, Haoming</creator><creator>Ran, Xingwu</creator><general>Springer Nature B.V</general><scope>3V.</scope><scope>4T-</scope><scope>7QP</scope><scope>7RV</scope><scope>7TS</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>20150501</creationdate><title>Alternative Statistical Analysis Shows Exercise Training-Induced Improvements in Peak VO^sub 2^ are Clinically Significant</title><author>Li, Sheyu ; 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[...]because the meta-analysis did not provide a sensitivity analysis, we excluded this highly weighted study [12] from the overall analysis and observed a very different outcome, even when using a fixed-effects model (fixed-effects model: MD 1.11 mlkg-1min-1 [95 % CI 0.87-1.35, p\0.00001]; random-effects model: MD 1.38 mlkg-1min-1 [95 % CI 1.02-1.74, p\0.00001]). [...]the conclusions drawn by the investigators and the results they obtained seemed contradictory. [...]when introducing a third group of study duration 24 weeks or longer (two studies, two intervention groups; MD 0.78 mlkg-1min-1 [95 % CI -0.37-1.93, p = 0.18]), a tendency was observed that when the duration elongated beyond 52 weeks, peak VO2 improvement decreased abruptly, suggesting that a study duration between 12 and 52 weeks might be optimal, instead of a duration of at least 24 weeks, as concluded by the authors [1]. [...]when we re-analysed the data reviewed in the meta-analysis [1], we found that the overall improvement in peak VO2 in the PAD exercise training group was in fact of clinical significance, and that a study duration of 12-52 weeks was preferred.</abstract><cop>Auckland</cop><pub>Springer Nature B.V</pub></addata></record> |
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subjects | Confidence intervals Exercise Handbooks Heart attacks Intervention Meta-analysis Mortality Physical fitness Sensitivity analysis Studies |
title | Alternative Statistical Analysis Shows Exercise Training-Induced Improvements in Peak VO^sub 2^ are Clinically Significant |
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