國立虎尾科技大學 |

Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool.

紀錄類型:	書目-語言資料,手稿 : Monograph/item
正題名/作者:	Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool./
作者:	Yawer, Batul.
面頁冊數:	1 online resource (57 pages)
附註:	Source: Masters Abstracts International, Volume: 85-02.
Contained By:	Masters Abstracts International85-02.
標題:	Computer science. -
電子資源:	click for full text (PQDT)
ISBN:	9798380110266

Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool.
Yawer, Batul.

Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool. - 1 online resource (57 pages)

Source: Masters Abstracts International, Volume: 85-02.

Thesis (M.S.)--Arizona State University, 2023.

Includes bibliographical references

Stress, depression, and anxiety are prevailing mental health issues that affect individuals worldwide. As the search for effective solutions continues, advancements in technology have led to the development of digital tools for stress identification and management purposes. The Cigna StressWaves Test (CSWT) is a publicly available stress analysis toolkit that claims to use "clinical-grade" artificial intelligence (AI) technology to evaluate individual stress levels through speech. To investigate their claim, this research stands as an independent validation study involving 60 participants over the age of 18. The primary objective of the study is to assess the repeatability and efficacy of the CSWT as a stress measurement tool. Key results indicate the CSWT lacks test-retest reliability and convergent validity. This implies that the CWST is not a repeatable tool and does not provide similar stress outcomes relative to an established measure of stress, the Perceived Stress Scale (PSS). These findings cast doubt on the accuracy and effectiveness of the CWST as a stress assessment tool. The public availability of the CSWT and the claim that it is a "clinical-grade" tool highlights concerns regarding premature deployment of digital health tools for stress management.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2024

Mode of access: World Wide Web

ISBN: 9798380110266Subjects--Topical Terms:

573171
Computer science.
Subjects--Index Terms:

StressIndex Terms--Genre/Form:

554714
Electronic books.

Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool.
LDR:02647ntm a22003977 4500 001 1149356
005 20241015112526.5
006 m o d
007 cr bn ---uuuuu
008 250605s2023 xx obm 000 0 eng d
020 $a 9798380110266
035 $a (MiAaPQ)AAI30574314
035 $a AAI30574314
040 $a MiAaPQ $b eng $c MiAaPQ $d NTU
100 1 $a Yawer, Batul. $3 1475553
245 1 0 $a Repeatability and Accuracy of a Widely-Available Voice-Based Stress Analysis Tool.
264 0 $c 2023
300 $a 1 online resource (57 pages)
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
500 $a Source: Masters Abstracts International, Volume: 85-02.
500 $a Advisor: Berisha, Visar.
502 $a Thesis (M.S.)--Arizona State University, 2023.
504 $a Includes bibliographical references
520 $a Stress, depression, and anxiety are prevailing mental health issues that affect individuals worldwide. As the search for effective solutions continues, advancements in technology have led to the development of digital tools for stress identification and management purposes. The Cigna StressWaves Test (CSWT) is a publicly available stress analysis toolkit that claims to use "clinical-grade" artificial intelligence (AI) technology to evaluate individual stress levels through speech. To investigate their claim, this research stands as an independent validation study involving 60 participants over the age of 18. The primary objective of the study is to assess the repeatability and efficacy of the CSWT as a stress measurement tool. Key results indicate the CSWT lacks test-retest reliability and convergent validity. This implies that the CWST is not a repeatable tool and does not provide similar stress outcomes relative to an established measure of stress, the Perceived Stress Scale (PSS). These findings cast doubt on the accuracy and effectiveness of the CWST as a stress assessment tool. The public availability of the CSWT and the claim that it is a "clinical-grade" tool highlights concerns regarding premature deployment of digital health tools for stress management.
533 $a Electronic reproduction. $b Ann Arbor, Mich. : $c ProQuest, $d 2024
538 $a Mode of access: World Wide Web
650 4 $a Computer science. $3 573171
650 4 $a Experimental psychology. $3 1180476
653 $a Stress
653 $a Depression
653 $a Voice-based stress analysis tool
653 $a Cigna StressWaves Test
653 $a Digital health tools
655 7 $a Electronic books. $2 local $3 554714
690 $a 0800
690 $a 0984
690 $a 0623
710 2 $a Arizona State University. $b Speech and Hearing Science. $3 1188997
710 2 $a ProQuest Information and Learning Co. $3 1178819
773 0 $t Masters Abstracts International $g 85-02.
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30574314 $z click for full text (PQDT)