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Development of an anaerobic threshold (HRLT, HRVT) estimation equation using the heart rate threshold (HRT) during the treadmill incremental exercise test
The purpose of this study was to develop a regression model to estimate the heart rate at the lactate threshold (HRLT) and the heart rate at the ventilatory threshold (HRVT) using the heart rate threshold (HRT), and to test the validity of the regression model. We performed a graded exercise test wi...
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Published in: | Journal of exercise nutrition & biochemistry 2017, 21(3), , pp.43-49 |
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container_title | Journal of exercise nutrition & biochemistry |
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creator | Ham, Joo-Ho Park, Hun-Young Kim, Youn-Ho Bae, Sang-Kon Ko, Byung-Hoon Nam, Sang-Seok |
description | The purpose of this study was to develop a regression model to estimate the heart rate at the lactate threshold (HRLT) and the heart rate at the ventilatory threshold (HRVT) using the heart rate threshold (HRT), and to test the validity of the regression model.
We performed a graded exercise test with a treadmill in 220 normal individuals (men: 112, women: 108) aged 20-59 years. HRT, HRLT, and HRVT were measured in all subjects. A regression model was developed to estimate HRLT and HRVT using HRT with 70% of the data (men: 79, women: 76) through randomization (7:3), with the Bernoulli trial. The validity of the regression model developed with the remaining 30% of the data (men: 33, women: 32) was also examined.
Based on the regression coefficient, we found that the independent variable HRT was a significant variable in all regression models. The adjusted R2 of the developed regression models averaged about 70%, and the standard error of estimation of the validity test results was 11 bpm, which is similar to that of the developed model.
These results suggest that HRT is a useful parameter for predicting HRLT and HRVT. |
doi_str_mv | 10.20463/jenb.2017.0016 |
format | article |
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We performed a graded exercise test with a treadmill in 220 normal individuals (men: 112, women: 108) aged 20-59 years. HRT, HRLT, and HRVT were measured in all subjects. A regression model was developed to estimate HRLT and HRVT using HRT with 70% of the data (men: 79, women: 76) through randomization (7:3), with the Bernoulli trial. The validity of the regression model developed with the remaining 30% of the data (men: 33, women: 32) was also examined.
Based on the regression coefficient, we found that the independent variable HRT was a significant variable in all regression models. The adjusted R2 of the developed regression models averaged about 70%, and the standard error of estimation of the validity test results was 11 bpm, which is similar to that of the developed model.
These results suggest that HRT is a useful parameter for predicting HRLT and HRVT.</description><identifier>ISSN: 2233-6834</identifier><identifier>ISSN: 2233-6842</identifier><identifier>EISSN: 2233-6842</identifier><identifier>EISSN: 2733-7545</identifier><identifier>DOI: 10.20463/jenb.2017.0016</identifier><identifier>PMID: 29036765</identifier><language>eng</language><publisher>Korea (South): 한국운동영양학회</publisher><subject>Original ; 체육</subject><ispartof>Physical Activity and Nutrition, 2017, 21(3), , pp.43-49</ispartof><rights>2017 The Korean Society for Exercise Nutrition</rights><rights>2017 The Korean Society for Exercise Nutrition 2017</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2726-20905683f6d7e8b03f2bead01c6da2d179290f994fb7811502a3b6b9c6bbc1f83</citedby><cites>FETCH-LOGICAL-c2726-20905683f6d7e8b03f2bead01c6da2d179290f994fb7811502a3b6b9c6bbc1f83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5643206/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5643206/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29036765$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002269908$$DAccess content in National Research Foundation of Korea (NRF)$$Hfree_for_read</backlink></links><search><creatorcontrib>Ham, Joo-Ho</creatorcontrib><creatorcontrib>Park, Hun-Young</creatorcontrib><creatorcontrib>Kim, Youn-Ho</creatorcontrib><creatorcontrib>Bae, Sang-Kon</creatorcontrib><creatorcontrib>Ko, Byung-Hoon</creatorcontrib><creatorcontrib>Nam, Sang-Seok</creatorcontrib><title>Development of an anaerobic threshold (HRLT, HRVT) estimation equation using the heart rate threshold (HRT) during the treadmill incremental exercise test</title><title>Journal of exercise nutrition & biochemistry</title><addtitle>J Exerc Nutrition Biochem</addtitle><description>The purpose of this study was to develop a regression model to estimate the heart rate at the lactate threshold (HRLT) and the heart rate at the ventilatory threshold (HRVT) using the heart rate threshold (HRT), and to test the validity of the regression model.
We performed a graded exercise test with a treadmill in 220 normal individuals (men: 112, women: 108) aged 20-59 years. HRT, HRLT, and HRVT were measured in all subjects. A regression model was developed to estimate HRLT and HRVT using HRT with 70% of the data (men: 79, women: 76) through randomization (7:3), with the Bernoulli trial. The validity of the regression model developed with the remaining 30% of the data (men: 33, women: 32) was also examined.
Based on the regression coefficient, we found that the independent variable HRT was a significant variable in all regression models. The adjusted R2 of the developed regression models averaged about 70%, and the standard error of estimation of the validity test results was 11 bpm, which is similar to that of the developed model.
These results suggest that HRT is a useful parameter for predicting HRLT and HRVT.</description><subject>Original</subject><subject>체육</subject><issn>2233-6834</issn><issn>2233-6842</issn><issn>2233-6842</issn><issn>2733-7545</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNpVUk1r3DAQNaWlCWnOvRUdE-gm-rBl-1IISdsNLBSWba9CkkdZJba0kezQ_pX-2s7uJksDghmY99586BXFR0YvOC2luLyHYDBl9QWlTL4pjjkXYiabkr895KI8Kk5zvqcIKXkjquZ9ccRbKmQtq-Pi7w08QR83A4SRREd0wKchReMtGdcJ8jr2HTmbLxerz2S-_LU6J5BHP-jRx0DgcdonU_bhDglA1qDTSJIe4TUfid2UXlBjAt0Nvu-JDzbBtr3uCfyGZH3GMvb4ULxzus9w-hxPip_fvq6u57PFj--311eLmeU1lzNOW1rhnk52NTSGCscNalNmZad5x-oWt3VtWzpTN4xVlGthpGmtNMYy14iT4nyvG5JTD9arqP0u3kX1kNTVcnWreFlzFELslz12M5kBOotjJ92rTcKDpD875utK8GvUeVKVLAWnEgXOngVSfJxwSzX4bKHvdYA4ZcXaijNatw1D6OUealPMOYE7tGFU7QygtgZQWwOorQGQ8en_6Q74l-8W_wBnS65F</recordid><startdate>20170930</startdate><enddate>20170930</enddate><creator>Ham, Joo-Ho</creator><creator>Park, Hun-Young</creator><creator>Kim, Youn-Ho</creator><creator>Bae, Sang-Kon</creator><creator>Ko, Byung-Hoon</creator><creator>Nam, Sang-Seok</creator><general>한국운동영양학회</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>ACYCR</scope></search><sort><creationdate>20170930</creationdate><title>Development of an anaerobic threshold (HRLT, HRVT) estimation equation using the heart rate threshold (HRT) during the treadmill incremental exercise test</title><author>Ham, Joo-Ho ; Park, Hun-Young ; Kim, Youn-Ho ; Bae, Sang-Kon ; Ko, Byung-Hoon ; Nam, Sang-Seok</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2726-20905683f6d7e8b03f2bead01c6da2d179290f994fb7811502a3b6b9c6bbc1f83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Original</topic><topic>체육</topic><toplevel>online_resources</toplevel><creatorcontrib>Ham, Joo-Ho</creatorcontrib><creatorcontrib>Park, Hun-Young</creatorcontrib><creatorcontrib>Kim, Youn-Ho</creatorcontrib><creatorcontrib>Bae, Sang-Kon</creatorcontrib><creatorcontrib>Ko, Byung-Hoon</creatorcontrib><creatorcontrib>Nam, Sang-Seok</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Korean Citation Index</collection><jtitle>Journal of exercise nutrition & biochemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ham, Joo-Ho</au><au>Park, Hun-Young</au><au>Kim, Youn-Ho</au><au>Bae, Sang-Kon</au><au>Ko, Byung-Hoon</au><au>Nam, Sang-Seok</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of an anaerobic threshold (HRLT, HRVT) estimation equation using the heart rate threshold (HRT) during the treadmill incremental exercise test</atitle><jtitle>Journal of exercise nutrition & biochemistry</jtitle><addtitle>J Exerc Nutrition Biochem</addtitle><date>2017-09-30</date><risdate>2017</risdate><volume>21</volume><issue>3</issue><spage>43</spage><epage>49</epage><pages>43-49</pages><issn>2233-6834</issn><issn>2233-6842</issn><eissn>2233-6842</eissn><eissn>2733-7545</eissn><abstract>The purpose of this study was to develop a regression model to estimate the heart rate at the lactate threshold (HRLT) and the heart rate at the ventilatory threshold (HRVT) using the heart rate threshold (HRT), and to test the validity of the regression model.
We performed a graded exercise test with a treadmill in 220 normal individuals (men: 112, women: 108) aged 20-59 years. HRT, HRLT, and HRVT were measured in all subjects. A regression model was developed to estimate HRLT and HRVT using HRT with 70% of the data (men: 79, women: 76) through randomization (7:3), with the Bernoulli trial. The validity of the regression model developed with the remaining 30% of the data (men: 33, women: 32) was also examined.
Based on the regression coefficient, we found that the independent variable HRT was a significant variable in all regression models. The adjusted R2 of the developed regression models averaged about 70%, and the standard error of estimation of the validity test results was 11 bpm, which is similar to that of the developed model.
These results suggest that HRT is a useful parameter for predicting HRLT and HRVT.</abstract><cop>Korea (South)</cop><pub>한국운동영양학회</pub><pmid>29036765</pmid><doi>10.20463/jenb.2017.0016</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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title | Development of an anaerobic threshold (HRLT, HRVT) estimation equation using the heart rate threshold (HRT) during the treadmill incremental exercise test |
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