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      <abstractText>Background: Human workers are indispensable in the human–cyber-physical system in the forthcoming Industry 5.0. As inappropriate work content induces stress and harmful effects on human performance, engineering applications search for a physiological indicator for monitoring the well-being state of workers during work; thus, the work content can be modified accordingly. The primary aim of this study is to assess whether heart rate variability (HRV) can be a valid and reliable indicator of acute work-content-related stress (AWCRS) in real time during industrial work. Second, we aim to provide a broader scope of HRV usage as a stress indicator in this context. Methods: A search was conducted in Scopus, IEEE Xplore, PubMed, and Web of Science between 1 January 2000 and 1 June 2022. Eligible articles are analyzed regarding study design, population, assessment of AWCRS, and its association with HRV. Results: A total of 14 studies met the inclusion criteria. No randomized control trial (RCT) was conducted to assess the association between AWCRS and HRV. Five observational studies were performed. Both AWCRS and HRV were measured in nine further studies, but their associations were not analyzed. Results suggest that HRV does not fully reflect the AWCRS during work, and it is problematic to measure the effect of AWCRS on HRV in the real manufacturing environment. The evidence is insufficient for a reliable conclusion about the HRV diagnostic role as an indicator of human worker status. Conclusion: This review is valuable in the Operator 4.0 paradigm, calling for more trials to validate the use of HRV to measure AWCRS on human workers.</abstractText>
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&lt;img title=&quot;Forrásközlemény&quot; style=&quot;float: left&quot; src=&quot;/frontend/resources/grid/publication-core-icon.png&quot;&gt; &lt;img title=&quot;Idézőközlemény&quot; style=&quot;float: left&quot; src=&quot;/frontend/resources/grid/publication-citation-icon.png&quot;&gt; &lt;div class=&quot;autype autype0&quot;&gt; &lt;span class=&quot;author-name&quot; mtid=&quot;10083409&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10083409&quot; target=&quot;_blank&quot;&gt;Tran Tuan-Anh (&lt;span class=&quot;authorship-author-name&quot;&gt;Tran Tuan-anh&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Operation management, System engineering&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/Alkalmazott Informatikai és Alkalmazott Matematikai Doktori Iskola; &lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Élettani Szabályozások Kutatóközpont&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10002852&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10002852&quot; target=&quot;_blank&quot;&gt;Péntek Márta (&lt;span class=&quot;authorship-author-name&quot;&gt;Péntek Márta&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Egészségügyi közgazdaságtan&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Egészségügyi Közgazdaságtan Kutatóközpont&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10077221&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10077221&quot; target=&quot;_blank&quot;&gt;Motahari-Nezhad Hossein (&lt;span class=&quot;authorship-author-name&quot;&gt;Motahari Nezhad Hossein&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Department of Health Economics&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Corvinus Egyetem&quot;&gt;BCE&lt;/span&gt;/&lt;span title=&quot;Corvinus Doktori Iskolák&quot;&gt;CDI&lt;/span&gt;/Gazdálkodástani Doktori Iskola&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10000214&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10000214&quot; target=&quot;_blank&quot;&gt;Abonyi János (&lt;span class=&quot;authorship-author-name&quot;&gt;Abonyi János&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Folyamatok modellezése&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Pannon Egyetem&quot;&gt;PE&lt;/span&gt;/&lt;span title=&quot;Mérnöki Kar&quot;&gt;MK&lt;/span&gt;/&lt;span title=&quot;Bio-, Környezet- és Vegyészmérnöki Kutató-Fejlesztő Központ&quot;&gt;BKVKFK&lt;/span&gt;/Folyamatmérnöki Intézeti Tanszék &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10001992&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10001992&quot; target=&quot;_blank&quot;&gt;Kovács Levente (&lt;span class=&quot;authorship-author-name&quot;&gt;Kovács Levente&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Irányítástechnika&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Élettani Szabályozások Kutatóközpont; &lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Neumann János Informatikai Kar&quot;&gt;NIK&lt;/span&gt;/Biomatika és Alkalmazott Mesterséges Intelligencia Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10003170&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10003170&quot; target=&quot;_blank&quot;&gt;Gulácsi László (&lt;span class=&quot;authorship-author-name&quot;&gt;Gulácsi László&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Orvostudomány&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Egészségügyi Közgazdaságtan Kutatóközpont&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10040924&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10040924&quot; target=&quot;_blank&quot;&gt;Eigner György (&lt;span class=&quot;authorship-author-name&quot;&gt;Eigner György&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Mérnöki tudományok&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Élettani Szabályozások Kutatóközpont; &lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Neumann János Informatikai Kar&quot;&gt;NIK&lt;/span&gt;/Biomatika és Alkalmazott Mesterséges Intelligencia Intézet&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10059860&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10059860&quot; target=&quot;_blank&quot;&gt;Zrubka Zsombor (&lt;span class=&quot;authorship-author-name&quot;&gt;Zrubka Zsombor&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Egészségügyi Közgazdaságtan&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Óbudai Egyetem&quot;&gt;ÓE&lt;/span&gt;/&lt;span title=&quot;Egyetemi Kutató és Innovációs Központ&quot;&gt;EKIK&lt;/span&gt;/Egészségügyi Közgazdaságtan Kutatóközpont&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10063846&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10063846&quot; target=&quot;_blank&quot;&gt;Ruppert Tamás (&lt;span class=&quot;authorship-author-name&quot;&gt;Ruppert Tamás&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Mérnöki&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Pannon Egyetem&quot;&gt;PE&lt;/span&gt;/&lt;span title=&quot;Mérnöki Kar&quot;&gt;MK&lt;/span&gt;/&lt;span title=&quot;Bio-, Környezet- és Vegyészmérnöki Kutató-Fejlesztő Központ&quot;&gt;BKVKFK&lt;/span&gt;/Folyamatmérnöki Intézeti Tanszék &lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;34059369&quot; target=&quot;_blank&quot;&gt;Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment—A Systematic Scoping Review&lt;/a&gt;&lt;/div&gt; &lt;div&gt; &lt;span class=&quot;journal-title&quot;&gt;IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS: SYSTEMS&lt;/span&gt; &lt;span class=&quot;journal-issn&quot;&gt;(&lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/2168-2216&quot;&gt;2168-2216&lt;/a&gt; &lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/2168-2232&quot;&gt;2168-2232&lt;/a&gt;)&lt;/span&gt;: &lt;span class=&quot;journal-volume&quot;&gt;53&lt;/span&gt; &lt;span class=&quot;journal-issue&quot;&gt;11&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; pp 6685-6692 &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2023)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-footer&quot;&gt;  &lt;span class=&quot;language&quot; xmlns=&quot;http://www.w3.org/1999/html&quot;&gt;Nyelv: Angol | &lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_GOLD&quot; title=&quot; Gold &quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.1109/TSMC.2023.3282141&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.1109/TSMC.2023.3282141&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;001030670500001&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/001030670500001&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10177984&quot; target=&quot;_blank&quot; href=&quot;http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=10177984&quot;&gt; IEEE Xplore &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_GREEN&quot; title=&quot; Green &quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;11350&quot; target=&quot;_blank&quot; href=&quot;http://unipub.lib.uni-corvinus.hu/11350&quot;&gt; CorvinusKutatasok &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;85164678700&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-85164678700&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;OnlyViewableByAuthor&gt;&lt;div class=&quot;ratings&quot;&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Computer Science Applications&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Control and Systems Engineering&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Electrical and Electronic Engineering&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Human-Computer Interaction&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Information Systems&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Software&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;/div&gt;&lt;/OnlyViewableByAuthor&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;Nyilvános idézőközlemények összesen, említések nélkül&quot; class=&quot;citingPub-count&quot;&gt;Nyilvános idéző összesen: 16&lt;/span&gt; | Független: 14 | Függő: 2 | Nem jelölt: 0 | WoS jelölt: 8 | Scopus jelölt:&amp;nbsp;9 | WoS/Scopus jelölt:&amp;nbsp;10 | DOI jelölt:&amp;nbsp;14 &lt;/div&gt;   &lt;div class=&quot;publication-citation&quot;&gt; &lt;a target=&quot;_blank&quot; href=&quot;/api/publication?cond=citations.related;eq;34059369&amp;sort=publishedYear,desc&amp;sort=title&quot;&gt; Idézett közlemények száma: 2 &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;mtid&quot;&gt;&lt;span class=&quot;long-pub-mtid&quot;&gt;Közlemény: 34059369&lt;/span&gt; | &lt;span class=&quot;status-data status-VALIDATED&quot;&gt; Egyeztetett &lt;/span&gt; Forrás Idéző | &lt;span class=&quot;type-subtype&quot;&gt;Folyóiratcikk ( Összefoglaló cikk ) &lt;/span&gt; | &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; | &lt;span class=&quot;publication-sourceOfData&quot;&gt;kézi felvitel&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;funder&quot;&gt; (TKP2021-NVA-10) Támogató: Nemzeti Kutatási, Fejlesztési és Innovációs Hivatal, (al 2019-1-3-1-KK-2019-00007 Innovációs szolgáltató bázis létrehozása diagnosztikai, terápiás és kutatási célú kiberorvosi rendszerek fejlesztésére pályáz), Innovációs szolgáltató bázis létrehozása diagnosztikai, terápiás és kutatási célú kiberorvosi ren...(2019-1-3-1-KK-2019-00007) Támogató: NKFIH, (TKP2021-NKTA-36), (TKP2021-NKTA-36_2_alprojekt) &lt;/div&gt; &lt;div class=&quot;lastModified&quot;&gt;Utolsó módosítás: 2025.12.11. 10:30 Feketéné Gyarmati Andrea (ÓE 5 admin) &lt;/div&gt; &lt;/div&gt;&lt;/div&gt;</template2>
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