Wearables for Stress Management: A Scoping Review

In recent years, wearable devices have been increasingly used to monitor people’s health. This has helped healthcare professionals provide timely interventions to support their patients. In this study, we investigated how wearables help people manage stress. We conducted a scoping review following t...

Full description

Saved in:
Bibliographic Details
Published in:Healthcare (Basel) Vol. 11; no. 17; p. 2369
Main Authors: González Ramírez, Maria Luisa, García Vázquez, Juan Pablo, Rodríguez, Marcela D, Padilla-López, Luis Alfredo, Galindo-Aldana, Gilberto Manuel, Cuevas-González, Daniel
Format: Journal Article
Language:English
Published: Basel MDPI AG 22-08-2023
MDPI
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract In recent years, wearable devices have been increasingly used to monitor people’s health. This has helped healthcare professionals provide timely interventions to support their patients. In this study, we investigated how wearables help people manage stress. We conducted a scoping review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) standard to address this question. We searched studies in Scopus, IEEE Explore, and Pubmed databases. We included studies reporting user evaluations of wearable-based strategies, reporting their impact on health or usability outcomes. A total of 6259 studies were identified, of which 40 met the inclusion criteria. Based on our findings, we identified that 21 studies report using commercial wearable devices; the most common are smartwatches and smart bands. Thirty-one studies report significant stress reduction using different interventions and interaction modalities. Finally, we identified that the interventions are designed with the following aims: (1) to self-regulate during stress episodes, (2) to support self-regulation therapies for long-term goals, and (3) to provide stress awareness for prevention, consisting of people’s ability to recall, recognize and understand their stress.
AbstractList In recent years, wearable devices have been increasingly used to monitor people’s health. This has helped healthcare professionals provide timely interventions to support their patients. In this study, we investigated how wearables help people manage stress. We conducted a scoping review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) standard to address this question. We searched studies in Scopus, IEEE Explore, and Pubmed databases. We included studies reporting user evaluations of wearable-based strategies, reporting their impact on health or usability outcomes. A total of 6259 studies were identified, of which 40 met the inclusion criteria. Based on our findings, we identified that 21 studies report using commercial wearable devices; the most common are smartwatches and smart bands. Thirty-one studies report significant stress reduction using different interventions and interaction modalities. Finally, we identified that the interventions are designed with the following aims: (1) to self-regulate during stress episodes, (2) to support self-regulation therapies for long-term goals, and (3) to provide stress awareness for prevention, consisting of people’s ability to recall, recognize and understand their stress.
Audience Academic
Author Cuevas-González, Daniel
Galindo-Aldana, Gilberto Manuel
García Vázquez, Juan Pablo
González Ramírez, Maria Luisa
Rodríguez, Marcela D
Padilla-López, Luis Alfredo
AuthorAffiliation 1 Facultad de Ingeniería, Universidad Autónoma de Baja California, Mexicali 21280, BC, Mexico; maria.gonzalez@uabc.edu.mx
4 Instituto de Ingeniería, Universidad Autónoma de Baja California, Mexicali 21280, BC, Mexico; cuevas.daniel@uabc.edu.mx
3 Laboratorio de Neurociencia y Cognición, Facultad de Ingeniería y Negocios, Universidad Autonónoma de Baja California, Mexicali 21725, BC, Mexico; gilberto.galindo.aldana@uabc.edu.mx
2 Laboratorio de Psicofisiología, Facultad de Ciencias Humanas, Universidad Autónoma de Baja California, Mexicali 21720, BC, Mexico; alfredopadilla@uabc.edu.mx
AuthorAffiliation_xml – name: 4 Instituto de Ingeniería, Universidad Autónoma de Baja California, Mexicali 21280, BC, Mexico; cuevas.daniel@uabc.edu.mx
– name: 1 Facultad de Ingeniería, Universidad Autónoma de Baja California, Mexicali 21280, BC, Mexico; maria.gonzalez@uabc.edu.mx
– name: 2 Laboratorio de Psicofisiología, Facultad de Ciencias Humanas, Universidad Autónoma de Baja California, Mexicali 21720, BC, Mexico; alfredopadilla@uabc.edu.mx
– name: 3 Laboratorio de Neurociencia y Cognición, Facultad de Ingeniería y Negocios, Universidad Autonónoma de Baja California, Mexicali 21725, BC, Mexico; gilberto.galindo.aldana@uabc.edu.mx
Author_xml – sequence: 1
  fullname: González Ramírez, Maria Luisa
– sequence: 2
  fullname: García Vázquez, Juan Pablo
– sequence: 3
  fullname: Rodríguez, Marcela D
– sequence: 4
  fullname: Padilla-López, Luis Alfredo
– sequence: 5
  fullname: Galindo-Aldana, Gilberto Manuel
– sequence: 6
  fullname: Cuevas-González, Daniel
BookMark eNptkk9v1DAQxS1UREvpF-AUiQuXLfbYsWMuaFXxp1IREgVxtCbOZNerJF7sbBHfHi9boS5gH2w9v_mNxnpP2ckUJ2LsueCXUlr-ak04zGuPiYQQBqS2j9gZAJiF5RJOHtxP2UXOG16WFbKR9RN2Ko1uasXlGRPfCBO2A-Wqj6m6nRPlXH3ECVc00jS_rpbVrY_bMK2qz3QX6Mcz9rjHIdPF_XnOvr57--Xqw-Lm0_vrq-XNwtdKzAuvhRJN3RMIa7XX1FigThcByfdSK1FzDSA49qr1SKYjJUCBUCSM9Eqes-sDt4u4cdsURkw_XcTgfgsxrRymOfiBnKlb1XYeoRelUBFqY23de20ICG1TWG8OrO2uHanzZbCEwxH0-GUKa7eKd05w1WiteSG8vCek-H1HeXZjyJ6GASeKu-yg0RKsBauL9cVf1k3cpan81d4FwA3XD1wrLBOEqY-lsd9D3dJoBbo2Yt_28j-usjsagy-J6EPRjwrgUOBTzDlR_2dIwd0-OO7f4MhfV721jQ
CitedBy_id crossref_primary_10_3390_psych6010019
crossref_primary_10_1080_10447318_2024_2364468
crossref_primary_10_3390_electronics13122253
Cites_doi 10.3390/ijerph16224385
10.1016/j.jbi.2019.103139
10.1109/PERCOMW.2019.8730850
10.2144/fsoa-2019-0061
10.1145/3365610.3368417
10.1186/s12966-023-01473-7
10.1016/j.bios.2020.112764
10.1109/MetroXRAINE54828.2022.9967576
10.1007/s41252-020-00191-6
10.1145/3460421.3478829
10.1109/ACCESS.2021.3085502
10.3390/healthcare8020100
10.1016/j.smrv.2012.03.003
10.1016/j.invent.2015.04.005
10.1007/s10484-021-09519-x
10.1016/B0-12-343010-0/00050-7
10.1109/ELMECO.2017.8267716
10.3390/s17061359
10.3390/sports11020037
10.1037/str0000137
10.1080/10253890.2018.1531845
10.1016/j.imu.2021.100558
10.1109/BSN.2015.7299369
10.1145/2994310.2994368
10.1007/978-3-030-59987-4_22
10.1098/rsfs.2019.0092
10.1109/EMBC44109.2020.9175317
10.1038/nrcardio.2017.189
10.1007/s00146-020-01003-0
10.1145/2750858.2807526
10.7326/M18-0850
10.3390/s21103461
10.1109/ICIIS47346.2019.9063251
10.1007/978-3-030-01845-0_193
10.1145/3393914.3395884
10.4103/0973-6131.113400
10.4103/2230-8210.77573
10.1108/QRJ-D-18-00035
10.2196/pediatrics.9037
10.1109/TMSCS.2017.2703613
10.1109/CBMS.2013.6627764
10.1145/3294109.3295650
10.4258/hir.2021.27.3.231
10.2196/18907
10.1080/1941126X.2018.1444339
10.1155/2022/3802603
10.1109/ICTC55196.2022.9952390
10.1145/3374920.3374940
10.1145/2948963.2948965
10.3390/nu14245198
10.1109/ICC42927.2021.9500419
10.3390/s121013225
10.1007/978-3-319-94274-2_69
10.1109/BSN.2018.8329668
10.1145/1632149.1632166
10.1145/3421937.3421962
10.1016/j.tele.2016.09.010
10.1186/s40814-021-00807-1
10.1037/0022-3514.86.2.320
10.36227/techrxiv.14601192.v1
10.1249/MSS.0000000000003093
10.1038/s41598-017-02274-2
10.1007/s13218-015-0348-1
10.3390/ijerph19031231
10.1145/3341163.3346933
10.1186/s12874-018-0611-x
10.2196/18253
10.1080/17461391.2021.1891294
10.1007/s10639-022-11324-w
10.1007/s00216-021-03602-2
10.1136/amiajnl-2010-000020
10.1016/j.ijhcs.2022.102923
10.2196/17767
ContentType Journal Article
Copyright COPYRIGHT 2023 MDPI AG
2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2023 by the authors. 2023
Copyright_xml – notice: COPYRIGHT 2023 MDPI AG
– notice: 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2023 by the authors. 2023
DBID AAYXX
CITATION
3V.
7RV
7XB
8C1
8FI
8FJ
8FK
8G5
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
COVID
DWQXO
FYUFA
GHDGH
GNUQQ
GUQSH
KB0
M2O
MBDVC
NAPCQ
PIMPY
PQEST
PQQKQ
PQUKI
Q9U
7X8
5PM
DOA
DOI 10.3390/healthcare11172369
DatabaseName CrossRef
ProQuest Central (Corporate)
ProQuest Nursing and Allied Health Journals
ProQuest Central (purchase pre-March 2016)
ProQuest Public Health Database
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
Research Library (Alumni Edition)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
AUTh Library subscriptions: ProQuest Central
ProQuest One Community College
Coronavirus Research Database
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
Research Library Prep
Nursing & Allied Health Database (Alumni Edition)
ProQuest Research Library
Research Library (Corporate)
Nursing & Allied Health Premium
Publicly Available Content Database (Proquest) (PQ_SDU_P3)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central Basic
MEDLINE - Academic
PubMed Central (Full Participant titles)
Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Public Health
Research Library Prep
ProQuest Central Student
ProQuest Central Basic
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
Coronavirus Research Database
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Nursing & Allied Health Source
ProQuest Hospital Collection
Research Library (Alumni Edition)
Health Research Premium Collection (Alumni)
ProQuest Hospital Collection (Alumni)
ProQuest Central
Nursing & Allied Health Premium
Health Research Premium Collection
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Research Library
ProQuest Nursing & Allied Health Source (Alumni)
ProQuest One Academic
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList Publicly Available Content Database


CrossRef

Database_xml – sequence: 1
  dbid: DOA
  name: Directory of Open Access Journals
  url: http://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Public Health
EISSN 2227-9032
ExternalDocumentID oai_doaj_org_article_75b4bdca2f1c434ea67995fc67e2ea98
A764265710
10_3390_healthcare11172369
GeographicLocations Mexico
Germany
GeographicLocations_xml – name: Mexico
– name: Germany
GroupedDBID 3V.
53G
5VS
7RV
8C1
8FI
8FJ
8G5
AAFWJ
AAHBH
AAYXX
ABUWG
ADBBV
AFKRA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BCNDV
BENPR
BPHCQ
CCPQU
CITATION
DIK
DWQXO
EIHBH
FYUFA
GNUQQ
GROUPED_DOAJ
GUQSH
GX1
HYE
IAO
ITC
KQ8
M2O
M48
MODMG
M~E
NAPCQ
OK1
PGMZT
PIMPY
PQQKQ
PROAC
RNS
RPM
UKHRP
7XB
8FK
COVID
MBDVC
PQEST
PQUKI
Q9U
7X8
AFPKN
5PM
ID FETCH-LOGICAL-c541t-c614185fe21996c6e892ed65feaecf36415062210af4bcae7de4124214e173c43
IEDL.DBID RPM
ISSN 2227-9032
IngestDate Mon Oct 07 19:33:17 EDT 2024
Tue Sep 17 21:29:44 EDT 2024
Sat Oct 05 06:10:18 EDT 2024
Tue Nov 19 06:40:06 EST 2024
Tue Nov 19 21:44:11 EST 2024
Wed Nov 13 00:19:37 EST 2024
Thu Nov 21 23:05:01 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 17
Language English
License Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c541t-c614185fe21996c6e892ed65feaecf36415062210af4bcae7de4124214e173c43
Notes ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-3
content type line 23
ObjectType-Review-1
ORCID 0000-0002-6943-7812
0000-0002-4225-0927
0000-0002-1397-4758
0000-0003-1787-7223
0000-0002-4192-9911
0000-0001-7209-2272
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486660/
PMID 37685403
PQID 2862207066
PQPubID 2032390
ParticipantIDs doaj_primary_oai_doaj_org_article_75b4bdca2f1c434ea67995fc67e2ea98
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10486660
proquest_miscellaneous_2863299296
proquest_journals_2862207066
gale_infotracmisc_A764265710
gale_infotracacademiconefile_A764265710
crossref_primary_10_3390_healthcare11172369
PublicationCentury 2000
PublicationDate 20230822
PublicationDateYYYYMMDD 2023-08-22
PublicationDate_xml – month: 8
  year: 2023
  text: 20230822
  day: 22
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Healthcare (Basel)
PublicationYear 2023
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References ref_94
Li (ref_87) 2021; 36
ref_93
Tricco (ref_31) 2018; 169
ref_92
ref_91
Asadzadeh (ref_20) 2021; 23
Calabrese (ref_8) 2006; 34
ref_14
ref_58
Rice (ref_96) 2019; 5
ref_56
Yen (ref_30) 2012; 19
ref_54
Johnson (ref_32) 2018; 30
Giurgiu (ref_88) 2023; 20
Leonard (ref_57) 2018; 1
Balconi (ref_47) 2019; 22
ref_51
Millings (ref_62) 2015; 2
ref_95
ref_19
ref_18
ref_17
Cohen (ref_10) 1994; 10
ref_59
Smith (ref_25) 2020; 27
Yamane (ref_55) 2021; 27
Kim (ref_73) 2021; 173
Johnson (ref_77) 2021; 5
ref_60
Can (ref_28) 2019; 92
Kang (ref_50) 2022; 35
ref_69
ref_24
ref_68
ref_23
Wu (ref_27) 2019; 23
ref_67
Brown (ref_83) 2022; 22
ref_66
ref_65
Cheng (ref_22) 2021; 413
ref_64
ref_63
Finan (ref_4) 2013; 17
Steptoe (ref_5) 2018; 15
Lu (ref_21) 2020; 8
Ponzo (ref_52) 2020; 8
ref_29
ref_26
Azevedo (ref_42) 2017; 7
Chung (ref_61) 2021; 46
Cheng (ref_40) 2017; 34
Akmandor (ref_11) 2017; 3
ref_72
ref_71
ref_70
(ref_15) 2023; 28
Yaribeygi (ref_2) 2017; 16
Azungah (ref_34) 2018; 18
ref_36
Sharma (ref_12) 2013; 6
ref_35
ref_79
ref_78
ref_33
(ref_13) 2013; 4
ref_75
Schiavone (ref_86) 2020; 22
Laxminarayan (ref_90) 2023; 55
ref_39
ref_38
Roth (ref_82) 2002; 1
ref_81
Kocielnik (ref_53) 2015; 29
ref_80
Lin (ref_74) 2021; 7
ref_46
ref_45
ref_89
ref_44
Moreau (ref_48) 2022; 168
ref_43
Wu (ref_76) 2012; 12
Schulz (ref_7) 2015; 6
ref_41
ref_85
ref_84
ref_3
Nollet (ref_6) 2020; 10
ref_49
ref_9
Tugade (ref_37) 2004; 86
Ranabir (ref_1) 2011; 15
Gedam (ref_16) 2021; 9
References_xml – volume: 34
  start-page: 233
  year: 2006
  ident: ref_8
  article-title: Impacto del estrés laboral en el anestesiólogo
  publication-title: Colomb. J. Anestesiol.
  contributor:
    fullname: Calabrese
– ident: ref_66
  doi: 10.3390/ijerph16224385
– ident: ref_78
– volume: 92
  start-page: 103139
  year: 2019
  ident: ref_28
  article-title: Stress detection in daily life scenarios using smart phones and wearable sensors: A survey
  publication-title: J. Biomed. Inform.
  doi: 10.1016/j.jbi.2019.103139
  contributor:
    fullname: Can
– ident: ref_51
  doi: 10.1109/PERCOMW.2019.8730850
– volume: 5
  start-page: FSO416
  year: 2019
  ident: ref_96
  article-title: CortiWatch: Watch-based cortisol tracker
  publication-title: Future Sci. OA
  doi: 10.2144/fsoa-2019-0061
  contributor:
    fullname: Rice
– ident: ref_71
  doi: 10.1145/3365610.3368417
– volume: 20
  start-page: 68
  year: 2023
  ident: ref_88
  article-title: Assessment of 24-h physical behaviour in adults via wearables: A systematic review of validation studies under laboratory conditions
  publication-title: Int. J. Behav. Nutr. Phys. Act.
  doi: 10.1186/s12966-023-01473-7
  contributor:
    fullname: Giurgiu
– volume: 35
  start-page: 115
  year: 2022
  ident: ref_50
  article-title: Stress Management Design Guideline with Smart Devices during COVID-19
  publication-title: Arch. Des. Res.
  contributor:
    fullname: Kang
– volume: 173
  start-page: 112764
  year: 2021
  ident: ref_73
  article-title: Wireless, continuous monitoring of daily stress and management practice via soft bioelectronics
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112764
  contributor:
    fullname: Kim
– ident: ref_59
  doi: 10.1109/MetroXRAINE54828.2022.9967576
– ident: ref_65
– volume: 5
  start-page: 156
  year: 2021
  ident: ref_77
  article-title: Using wearable biosensor technology in behavioral assessment for individuals with autism spectrum disorders and intellectual disabilities who experience anxiety
  publication-title: Adv. Neurodev. Disord.
  doi: 10.1007/s41252-020-00191-6
  contributor:
    fullname: Johnson
– ident: ref_39
– ident: ref_92
  doi: 10.1145/3460421.3478829
– volume: 9
  start-page: 84045
  year: 2021
  ident: ref_16
  article-title: A review on mental stress detection using wearable sensors and machine learning techniques
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3085502
  contributor:
    fullname: Gedam
– ident: ref_26
  doi: 10.3390/healthcare8020100
– ident: ref_35
– volume: 17
  start-page: 173
  year: 2013
  ident: ref_4
  article-title: The comorbidity of insomnia, chronic pain, and depression: Dopamine as a putative mechanism
  publication-title: Sleep Med. Rev.
  doi: 10.1016/j.smrv.2012.03.003
  contributor:
    fullname: Finan
– volume: 2
  start-page: 330
  year: 2015
  ident: ref_62
  article-title: Can the effectiveness of an online stress management program be augmented by wearable sensor technology?
  publication-title: Internet Interv.
  doi: 10.1016/j.invent.2015.04.005
  contributor:
    fullname: Millings
– ident: ref_23
– ident: ref_58
– volume: 46
  start-page: 347
  year: 2021
  ident: ref_61
  article-title: Pilot study on reducing symptoms of anxiety with a heart rate variability biofeedback wearable and remote stress management coach
  publication-title: Appl. Psychophysiol. Biofeedback
  doi: 10.1007/s10484-021-09519-x
  contributor:
    fullname: Chung
– volume: 1
  start-page: 451
  year: 2002
  ident: ref_82
  article-title: Cognitive behavior therapy
  publication-title: Encycl. Psychother.
  doi: 10.1016/B0-12-343010-0/00050-7
  contributor:
    fullname: Roth
– ident: ref_56
  doi: 10.1109/ELMECO.2017.8267716
– ident: ref_64
  doi: 10.3390/s17061359
– ident: ref_84
  doi: 10.3390/sports11020037
– volume: 27
  start-page: 172
  year: 2020
  ident: ref_25
  article-title: Integrating wearables in stress management interventions: Promising evidence from a randomized trial
  publication-title: Int. J. Stress Manag.
  doi: 10.1037/str0000137
  contributor:
    fullname: Smith
– volume: 22
  start-page: 200
  year: 2019
  ident: ref_47
  article-title: Effects of technology-mediated mindfulness practice on stress: Psychophysiological and self-report measures
  publication-title: Stress
  doi: 10.1080/10253890.2018.1531845
  contributor:
    fullname: Balconi
– volume: 23
  start-page: 100558
  year: 2021
  ident: ref_20
  article-title: A scope of mobile health solutions in COVID-19 pandemics
  publication-title: Inform. Med. Unlocked
  doi: 10.1016/j.imu.2021.100558
  contributor:
    fullname: Asadzadeh
– ident: ref_63
  doi: 10.1109/BSN.2015.7299369
– ident: ref_72
  doi: 10.1145/2994310.2994368
– ident: ref_95
  doi: 10.1007/978-3-030-59987-4_22
– volume: 10
  start-page: 20190092
  year: 2020
  ident: ref_6
  article-title: Sleep deprivation and stress: A reciprocal relationship
  publication-title: Interface Focus
  doi: 10.1098/rsfs.2019.0092
  contributor:
    fullname: Nollet
– ident: ref_41
– ident: ref_89
  doi: 10.1109/EMBC44109.2020.9175317
– volume: 15
  start-page: 215
  year: 2018
  ident: ref_5
  article-title: Effects of stress on the development and progression of cardiovascular disease
  publication-title: Nat. Rev. Cardiol.
  doi: 10.1038/nrcardio.2017.189
  contributor:
    fullname: Steptoe
– volume: 36
  start-page: 251
  year: 2021
  ident: ref_87
  article-title: Things that help out: Designing smart wearables as partners in stress management
  publication-title: AI Soc.
  doi: 10.1007/s00146-020-01003-0
  contributor:
    fullname: Li
– ident: ref_9
  doi: 10.1145/2750858.2807526
– volume: 169
  start-page: 467
  year: 2018
  ident: ref_31
  article-title: PRISMA extension for scoping reviews (PRISMA-ScR): Checklist and explanation
  publication-title: Ann. Intern. Med.
  doi: 10.7326/M18-0850
  contributor:
    fullname: Tricco
– ident: ref_38
– ident: ref_17
  doi: 10.3390/s21103461
– ident: ref_45
  doi: 10.1109/ICIIS47346.2019.9063251
– ident: ref_46
  doi: 10.1007/978-3-030-01845-0_193
– ident: ref_91
  doi: 10.1145/3393914.3395884
– volume: 6
  start-page: 104
  year: 2013
  ident: ref_12
  article-title: Effect of fast and slow pranayama on perceived stress and cardiovascular parameters in young health-care students
  publication-title: Int. J. Yoga
  doi: 10.4103/0973-6131.113400
  contributor:
    fullname: Sharma
– volume: 15
  start-page: 18
  year: 2011
  ident: ref_1
  article-title: Stress and hormones
  publication-title: Indian J. Endocrinol. Metab.
  doi: 10.4103/2230-8210.77573
  contributor:
    fullname: Ranabir
– volume: 18
  start-page: 383
  year: 2018
  ident: ref_34
  article-title: Qualitative research: Deductive and inductive approaches to data analysis
  publication-title: Qual. Res. J.
  doi: 10.1108/QRJ-D-18-00035
  contributor:
    fullname: Azungah
– volume: 10
  start-page: 1
  year: 1994
  ident: ref_10
  article-title: Perceived stress scale
  publication-title: Meas. Stress. A Guide Health Soc. Sci.
  contributor:
    fullname: Cohen
– volume: 1
  start-page: e9037
  year: 2018
  ident: ref_57
  article-title: Theoretically based emotion regulation strategies using a mobile app and wearable sensor among homeless adolescent mothers: Acceptability and feasibility study
  publication-title: JMIR Pediatr. Parent.
  doi: 10.2196/pediatrics.9037
  contributor:
    fullname: Leonard
– volume: 3
  start-page: 269
  year: 2017
  ident: ref_11
  article-title: Keep the stress away with SoDA: Stress detection and alleviation system
  publication-title: IEEE Trans. Multi-Scale Comput. Syst.
  doi: 10.1109/TMSCS.2017.2703613
  contributor:
    fullname: Akmandor
– ident: ref_14
  doi: 10.1109/CBMS.2013.6627764
– ident: ref_3
– ident: ref_24
– ident: ref_70
  doi: 10.1145/3294109.3295650
– volume: 27
  start-page: 231
  year: 2021
  ident: ref_55
  article-title: Simple Wearable Device to Reduce Stress When Delivering a Speech without Pre-training
  publication-title: Healthc. Inform. Res.
  doi: 10.4258/hir.2021.27.3.231
  contributor:
    fullname: Yamane
– volume: 8
  start-page: e18907
  year: 2020
  ident: ref_21
  article-title: Wearable health devices in health care: Narrative systematic review
  publication-title: JMIR mHealth uHealth
  doi: 10.2196/18907
  contributor:
    fullname: Lu
– volume: 23
  start-page: 5
  year: 2019
  ident: ref_27
  article-title: Wearable technology applications in healthcare: A literature review
  publication-title: Online J. Nurs. Inform.
  contributor:
    fullname: Wu
– volume: 30
  start-page: 46
  year: 2018
  ident: ref_32
  article-title: Rayyan for systematic reviews
  publication-title: J. Electron. Resour. Librariansh.
  doi: 10.1080/1941126X.2018.1444339
  contributor:
    fullname: Johnson
– ident: ref_85
  doi: 10.1155/2022/3802603
– ident: ref_60
  doi: 10.1109/ICTC55196.2022.9952390
– ident: ref_67
  doi: 10.1145/3374920.3374940
– ident: ref_44
  doi: 10.1145/2948963.2948965
– ident: ref_68
  doi: 10.3390/nu14245198
– ident: ref_18
– volume: 4
  start-page: 346
  year: 2013
  ident: ref_13
  article-title: The interplay between stress and physical activity in the prevention and treatment of cardiovascular disease
  publication-title: Front. Physiol.
– ident: ref_43
  doi: 10.1109/ICC42927.2021.9500419
– volume: 12
  start-page: 13225
  year: 2012
  ident: ref_76
  article-title: Combination of wearable multi-biosensor platform and resonance frequency training for stress management of the unemployed population
  publication-title: Sensors
  doi: 10.3390/s121013225
  contributor:
    fullname: Wu
– ident: ref_79
– volume: 16
  start-page: 1057
  year: 2017
  ident: ref_2
  article-title: The impact of stress on body function: A review
  publication-title: EXCLI J.
  contributor:
    fullname: Yaribeygi
– ident: ref_54
  doi: 10.1007/978-3-319-94274-2_69
– ident: ref_69
  doi: 10.1109/BSN.2018.8329668
– ident: ref_80
  doi: 10.1145/1632149.1632166
– ident: ref_94
  doi: 10.1145/3421937.3421962
– volume: 34
  start-page: 528
  year: 2017
  ident: ref_40
  article-title: The underlying factors of the perceived usefulness of using smart wearable devices for disaster applications
  publication-title: Telemat. Inform.
  doi: 10.1016/j.tele.2016.09.010
  contributor:
    fullname: Cheng
– ident: ref_81
– ident: ref_33
– volume: 7
  start-page: 84
  year: 2021
  ident: ref_74
  article-title: Feasibility of using a biofeedback device in mindfulness training-a pilot randomized controlled trial
  publication-title: Pilot Feasibility Stud.
  doi: 10.1186/s40814-021-00807-1
  contributor:
    fullname: Lin
– volume: 86
  start-page: 320
  year: 2004
  ident: ref_37
  article-title: Resilient individuals use positive emotions to bounce back from negative emotional experiences
  publication-title: J. Personal. Soc. Psychol.
  doi: 10.1037/0022-3514.86.2.320
  contributor:
    fullname: Tugade
– ident: ref_75
  doi: 10.36227/techrxiv.14601192.v1
– volume: 6
  start-page: 993
  year: 2015
  ident: ref_7
  article-title: Interoception and stress
  publication-title: Front. Psychol.
  contributor:
    fullname: Schulz
– volume: 55
  start-page: 751
  year: 2023
  ident: ref_90
  article-title: Prospective Validation of 2B-Cool: Integrating Wearables and Individualized Predictive Analytics to Reduce Heat Injuries
  publication-title: Med. Sci. Sport. Exerc.
  doi: 10.1249/MSS.0000000000003093
  contributor:
    fullname: Laxminarayan
– volume: 7
  start-page: 2285
  year: 2017
  ident: ref_42
  article-title: The calming effect of a new wearable device during the anticipation of public speech
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-02274-2
  contributor:
    fullname: Azevedo
– volume: 29
  start-page: 115
  year: 2015
  ident: ref_53
  article-title: Personalized stress management: Enabling stress monitoring with lifelogexplorer
  publication-title: KI-Künstliche Intell.
  doi: 10.1007/s13218-015-0348-1
  contributor:
    fullname: Kocielnik
– ident: ref_49
  doi: 10.3390/ijerph19031231
– ident: ref_93
  doi: 10.1145/3341163.3346933
– ident: ref_29
  doi: 10.1186/s12874-018-0611-x
– volume: 22
  start-page: e18253
  year: 2020
  ident: ref_86
  article-title: Relationship Between Chronic Stress and Heart Rate Over Time Modulated by Gender in a Cohort of Office Workers: Cross-Sectional Study Using Wearable Technologies
  publication-title: J. Med. Internet Res.
  doi: 10.2196/18253
  contributor:
    fullname: Schiavone
– ident: ref_36
– ident: ref_19
– volume: 22
  start-page: 521
  year: 2022
  ident: ref_83
  article-title: The effect of custom-fitted compression garments worn overnight for recovery from judo training in elite athletes
  publication-title: Eur. J. Sport Sci.
  doi: 10.1080/17461391.2021.1891294
  contributor:
    fullname: Brown
– volume: 28
  start-page: 3637
  year: 2023
  ident: ref_15
  article-title: Advances and challenges in the detection of academic stress and anxiety in the classroom: A literature review and recommendations
  publication-title: Educ. Inf. Technol.
  doi: 10.1007/s10639-022-11324-w
– volume: 413
  start-page: 6037
  year: 2021
  ident: ref_22
  article-title: Recent developments in sensors for wearable device applications
  publication-title: Anal. Bioanal. Chem.
  doi: 10.1007/s00216-021-03602-2
  contributor:
    fullname: Cheng
– volume: 19
  start-page: 413
  year: 2012
  ident: ref_30
  article-title: Review of health information technology usability study methodologies
  publication-title: J. Am. Med. Inform. Assoc.
  doi: 10.1136/amiajnl-2010-000020
  contributor:
    fullname: Yen
– volume: 168
  start-page: 102923
  year: 2022
  ident: ref_48
  article-title: Subtle interactions for distress regulation: Efficiency of a haptic wearable according to personality
  publication-title: Int. J. Hum.-Comput. Stud.
  doi: 10.1016/j.ijhcs.2022.102923
  contributor:
    fullname: Moreau
– volume: 8
  start-page: e17767
  year: 2020
  ident: ref_52
  article-title: Efficacy of the digital therapeutic mobile app biobase to reduce stress and improve mental well-being among university students: Randomized controlled trial
  publication-title: JMIR mHealth uHealth
  doi: 10.2196/17767
  contributor:
    fullname: Ponzo
SSID ssj0000913835
Score 2.3154688
SecondaryResourceType review_article
Snippet In recent years, wearable devices have been increasingly used to monitor people’s health. This has helped healthcare professionals provide timely interventions...
SourceID doaj
pubmedcentral
proquest
gale
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
StartPage 2369
SubjectTerms Algorithms
Analysis
Design
Discriminant analysis
Fuzzy logic
Health aspects
Heart rate
Hormones
Intervention
interventions
Machine learning
Medical research
Medicine, Experimental
Physiology
Portable computers
Questionnaires
Review
Skin
smart garments
Smartphones
Stress
Stress management
stress managing
Technology application
Telemedicine
Usability
Wearable computers
wearables
SummonAdditionalLinks – databaseName: Directory of Open Access Journals
  dbid: DOA
  link: http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELagExJCPEV5yUhIDCgCO66TsBVo1YmlINgs--wIloBo-_-5i0NoYGBhyRA7kv2dz-dz7r5j7MxlygvnIAml94kSkCcOPD68Dc4JPCCUlCg8mWb3z_ndiGhy2lJfFBMW6YEjcJfZwCnnwcpSgEpVsJoozErQWZDBFjHN90ovOVP1HlwIdL0GMUsmRb_-8qUNp0LtzmRKEc5Llqgm7P-9Lf8MlVyyPeNNttEcGvkwDnaLrYRqm63HGzceE4l2mHjCRUuJUDOOB1E-rZNA-Hd4yzUf8inU-VE8_hHYZY_j0cPtJGkKIiQwUGKeANpStK9lkBQ7DDrkhQxe4wsboEy1IrpAiXDYUjmwIfOBiktLoYLIUoRvj_WqtyrsM65soVIoNaSWXDxwklh3rEXjpRUUus8uvsAx75H3wqC_QFCa31D22Q3h1_Ykzur6BUrSNJI0f0myz84JfUOahViDbRIEcMDEUWWGODKpB3gk6rOjTk_UCOg2f8nPNBo5MxJdN4n7m8apnbbN9CVFmVXhbVH3SdE8S5p-3pF7Z2bdlur1pWblFkReqPXVwX9gccjWqK49XV5LecR6849FOGarM784qRf6J1GLBNg
  priority: 102
  providerName: Directory of Open Access Journals
Title Wearables for Stress Management: A Scoping Review
URI https://www.proquest.com/docview/2862207066
https://search.proquest.com/docview/2863299296
https://pubmed.ncbi.nlm.nih.gov/PMC10486660
https://doaj.org/article/75b4bdca2f1c434ea67995fc67e2ea98
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LbxQxDLbYnpAQggJioVSpVIkDmi55bGaG21Ja9VKEtCC4RYmToZXa2arb_f_YmZmlQ29c5pCH5Dh2bGfsLwCHoTRRhoBFamIsjMSqCBjpE30KQZKD0HCh8Nmy_Pqr-nLCMDl2qIXJSfsYLo_aq-uj9vIi51beXONsyBObfTs_lowTZ-3H2QQm5Bzei9Hz-VtLCrvmXYWMpph-drFNpSLNLpW2jBVKmlWRu6JHBinj9j88nf_NmLxngk6fwdPedxSLjsbn8Ci1u_Cku3gTXT3RC5A_SXa5HmotyB8Vy1wLIv5muXwSC7HEXCYluh8DL-HH6cn347OifxehwLmRdwWSSSUz2yTFKcRoU1WrFC01-ISNtoZRAxXFcr4xAX0qY-I3ppU0SZYajX4FO-2qTa9BGF8bjY1F7TnSw6AYfMd7smHWYG2n8GFgjrvp4C8chQ3MVfeQq1P4zPzbjmTo6tywuv3t-g105TyYENGrRhIpJnnLmHQN2jKp5OtqCu-Z-44VjHiNvq8TIIIZqsotiDJl5-QZTWFvNJIUA8fdw_65XjHXTlEEp-iYs7S0g203z-RkszatNnmMJiutePnVaN9HKxv3kKxmcO5BNt_8_9S38Jgfteeba6X2YOfudpPewWQdN_v5ymA_y_sf8NYFtw
link.rule.ids 230,315,729,782,786,866,887,2106,27933,27934,53800,53802
linkProvider National Library of Medicine
linkToHtml http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwELYKPbQS6ht1W2hdqVIPVdj1Y52kt4WCtiqgSkvV3ix77BQkyCKW_f-dcZKFwI1LDn5IY8-MZ8aZ-czYZ5_rILyHLFYhZFpAkXkI-Akuei_QQaioUHg6y4__Ft_3CSbHdLUwKWkf_NlOfX6xU5-dptzKywsYdnliw19He4Jw4owZDdfYY1TY0ehWlJ5O4FJg4DVuamQURvXD01UyFep2LpUhtFDUrQIdFtUzSQm5__75fDdn8pYROnj-UPJfsGet28knTf9L9ijWr9hGc2fHm1Kk10z8QbGnUqoFR1eWz1IZCb9JkPnGJ3wGqcKKN_8U3rDfB_sne9OsfVIhg7EW1xmgNUYLXUVJ2cdgYlHKGAw2uAiVMpoAByWGga7SHlzMQ6TnqaXQUeQKtNpk6_W8jm8Z167UCioDylGQCF4Sbo9zaP6MhtIM2NduV-1lg5xhMeIgdtj77BiwXdr41UhCvU4N86t_tt08m4-99gGcrASSoqMzBGdXgcmjjK4sBuwLsc2SbiKTwLUlBkgwoVzZCVImzRidqgHb6o1EnYJ-d8d42-r0wkoM_iSekAaX9mnVTTMpT62O82Uao9DAS1p-0ROY3sr6PSgnCde7k4t3D5_6kT2Znhwd2sMfxz_fs6cSPTK6AJdyi61fXy3jNltbhOWHpC7_AcvxGno
linkToPdf http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3db9QwDI_YkBDSxPfEwYAiIfGAui4fl7Z7O7adhoBp0oHgLUqchE3aeqfd7v_HTttjZW_w0ofEkZLYju3U_oWxd65UnjsHeYje54pDlTvw-PE2OMfRQYhUKHw8K09-VodHBJOz39fCpKR9cOe7zcXlbnN-lnIrF5dQ9HlixenXA044cVrvFQsfiw12F5V2T9yI1NMpXHMMvsZtnYzEyL44WydUoX6XQmpCDEX9qtBpkQOzlND7b5_Rf-dN3jBE04f_s4RH7EHnfmaTluYxuxOaJ2yrvbvL2pKkp4z_QPGnkqplhi5tNkvlJNmfRJn9bJLNIFVaZe2_hWfs-_To28Fx3j2tkMNY8esc0CqjpY5BUBYy6FDVIniNDTZAlFoR8KDAcNBG5cCG0gd6plpwFXgpQcltttnMm_CcZcrWSkLUIC0Fi-AE4fdYi2ZQK6j1iH3od9YsWgQNg5EHscTcZsmIfaTNX1MS-nVqmF_9Mt0GmnLslPNgReQ4FRWsJli7CLoMIti6GrH3xDpDOoqMAtuVGuCECe3KTHBmQo_RuRqxnQEl6hYMu3vmm063l0ZgECjwpNS4tLfrbhpJ-WpNmK8SjURDL2j51UBoBisb9qCsJHzvXjZe_PvQN-ze6eHUfPl08vkluy_QMaN7cCF22Ob11Sq8YhtLv3qdNOY3tI4c-g
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Wearables+for+Stress+Management%3A+A+Scoping+Review&rft.jtitle=Healthcare+%28Basel%29&rft.au=Gonz%C3%A1lez+Ram%C3%ADrez%2C+Maria+Luisa&rft.au=Juan+Pablo+Garc%C3%ADa+V%C3%A1zquez&rft.au=Rodr%C3%ADguez%2C+Marcela+D&rft.au=Padilla-L%C3%B3pez%2C+Luis+Alfredo&rft.date=2023-08-22&rft.pub=MDPI+AG&rft.eissn=2227-9032&rft.volume=11&rft.issue=17&rft.spage=2369&rft_id=info:doi/10.3390%2Fhealthcare11172369&rft.externalDBID=HAS_PDF_LINK
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2227-9032&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2227-9032&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2227-9032&client=summon