Cost-effectiveness of a Telemonitoring Program for Patients With Heart Failure During the COVID-19 Pandemic in Hong Kong: Model Development and Data Analysis

The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF). We aimed to examine the potential clinical and health economic outcomes of a t...

Full description

Saved in:
Bibliographic Details
Published inJournal of medical Internet research Vol. 23; no. 3; p. e26516
Main Authors Jiang, Xinchan, Yao, Jiaqi, You, Joyce Hoi-Sze
Format Journal Article
LanguageEnglish
Published Canada Gunther Eysenbach MD MPH, Associate Professor 03.03.2021
JMIR Publications
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF). We aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong. A Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results. In the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations. Compared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.
AbstractList The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF).BACKGROUNDThe COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF).We aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong.OBJECTIVEWe aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong.A Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results.METHODSA Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results.In the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations.RESULTSIn the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations.Compared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.CONCLUSIONSCompared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.
The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF). We aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong. A Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results. In the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations. Compared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.
BackgroundThe COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF). ObjectiveWe aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong. MethodsA Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results. ResultsIn the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations. ConclusionsCompared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.
Background: The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated improved effectiveness in managing patients with heart failure (HF). Objective: We aimed to examine the potential clinical and health economic outcomes of a telemonitoring program for management of patients with HF during the COVID-19 pandemic from the perspective of health care providers in Hong Kong. Methods: A Markov model was designed to compare the outcomes of a care under COVID-19 (CUC) group and a telemonitoring plus CUC group (telemonitoring group) in a hypothetical cohort of older patients with HF in Hong Kong. The model outcome measures were direct medical cost, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratio. Sensitivity analyses were performed to examine the model assumptions and the robustness of the base-case results. Results: In the base-case analysis, the telemonitoring group showed a higher QALY gain (1.9007) at a higher cost (US $15,888) compared to the CUC group (1.8345 QALYs at US $15,603). Adopting US $48,937/QALY (1 × the gross domestic product per capita of Hong Kong) as the willingness-to-pay threshold, telemonitoring was accepted as a highly cost-effective strategy, with an incremental cost-effective ratio of US $4292/QALY. No threshold value was identified in the deterministic sensitivity analysis. In the probabilistic sensitivity analysis, telemonitoring was accepted as cost-effective in 99.22% of 10,000 Monte Carlo simulations. Conclusions: Compared to the current outpatient care alone under the COVID-19 pandemic, the addition of telemonitoring-mediated management to the current care for patients with HF appears to be a highly cost-effective strategy from the perspective of health care providers in Hong Kong.
Author Jiang, Xinchan
Yao, Jiaqi
You, Joyce Hoi-Sze
AuthorAffiliation 1 School of Pharmacy Faculty of Medicine The Chinese University of Hong Kong Hong Kong China (Hong Kong)
AuthorAffiliation_xml – name: 1 School of Pharmacy Faculty of Medicine The Chinese University of Hong Kong Hong Kong China (Hong Kong)
Author_xml – sequence: 1
  givenname: Xinchan
  orcidid: 0000-0002-6647-2364
  surname: Jiang
  fullname: Jiang, Xinchan
– sequence: 2
  givenname: Jiaqi
  orcidid: 0000-0003-2076-9880
  surname: Yao
  fullname: Yao, Jiaqi
– sequence: 3
  givenname: Joyce Hoi-Sze
  orcidid: 0000-0002-5763-7403
  surname: You
  fullname: You, Joyce Hoi-Sze
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33656440$$D View this record in MEDLINE/PubMed
BookMark eNpdkt9q2zAYxc3oWP-srzAEYzAY3iRLluxdDErSLmEd7UW3XQpZ_pQo2FYmyYE-TN91StKVNjeS0Pfj6BxxTrOjwQ2QZecEfy5Izb8UvCT8VXZCGK3yqhLk6Nn5ODsNYYVxgVlN3mTHlPKSM4ZPsoeJCzEHY0BHu4EBQkDOIIXuoIPeDTY6b4cFuvVu4VWPjPPoVkULQwzoj41LNAPlI7pSths9oOm4w-MS0OTm93yakzrxQwu91cgOaObS9EdavqKfroUOTWEDnVv3SRAlDk1VVOhiUN19sOFt9tqoLsD5436W_bq6vJvM8uub7_PJxXWuWSliLgzj2DDGDGlFqzlQ4JzQsjDCYIUxZ2VbQNswY0SDVcGEbogCo3QhKlANPcvme93WqZVce9srfy-dsnJ34fxCppBWdyAN1rShXOCGpgdF2wBVpSlJhWvOKoGT1re91npsemh1CuZV90L05WSwS7lwGylqSqqCJYGPjwLe_R0hRNnboKHr1ABuDLJgNS9KkmIl9P0BunKjT5-XqBILnhyVW0fvnjt6svK_BQn4sAe0dyF4ME8IwXLbLrlrV-I-HXDaxlQGtw1iuwP6HxOqzys
CitedBy_id crossref_primary_10_2196_29408
crossref_primary_10_1016_j_nsa_2024_104089
crossref_primary_10_1007_s10389_023_01919_z
crossref_primary_10_1177_20552076231211548
crossref_primary_10_1177_10848223231176843
crossref_primary_10_2196_53500
crossref_primary_10_61399_ikcusbfd_1363722
crossref_primary_10_1007_s10198_024_01690_2
crossref_primary_10_1186_s12962_023_00489_x
Cites_doi 10.2196/16538
10.1093/eurheartj/ehl193
10.1177/0272989x12454577
10.1097/MD.0000000000003531
10.1161/01.cir.0000039105.49749.6f
10.1136/bmjopen-2013-003250
10.1016/j.cardfail.2016.03.007
10.1186/s12872-015-0002-8
10.1016/j.jacc.2004.05.055
10.2196/13259
10.1016/S0140-6736(14)61889-4
10.2196/18917
10.1093/eurheartj/ehw331
10.1161/HHF.0b013e318291329a
10.1016/j.ijcard.2013.12.028
10.1016/j.jchf.2020.06.006
10.34172/ijhpm.2020.183
10.1016/j.ijcard.2016.07.256
10.15585/mmwr.mm6936a4
10.1186/s12889-020-09301-4
10.1007/s12325-016-0471-x
10.1016/j.cardfail.2017.09.006
10.1016/j.cardfail.2017.04.014
10.1016/j.ahj.2014.07.008
10.1016/S2214-109X(20)30004-8
10.1016/j.jchf.2018.10.011
ContentType Journal Article
Copyright Xinchan Jiang, Jiaqi Yao, Joyce Hoi-Sze You. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2021.
2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Xinchan Jiang, Jiaqi Yao, Joyce Hoi-Sze You. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2021. 2021
Copyright_xml – notice: Xinchan Jiang, Jiaqi Yao, Joyce Hoi-Sze You. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2021.
– notice: 2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: Xinchan Jiang, Jiaqi Yao, Joyce Hoi-Sze You. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2021. 2021
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7QJ
7RV
7X7
7XB
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
ALSLI
AZQEC
BENPR
CCPQU
CNYFK
COVID
DWQXO
E3H
F2A
FYUFA
GHDGH
K9.
KB0
M0S
M1O
NAPCQ
PHGZM
PHGZT
PIMPY
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PRINS
PRQQA
7X8
5PM
DOA
DOI 10.2196/26516
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Applied Social Sciences Index & Abstracts (ASSIA)
Nursing & Allied Health Database
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni Edition)
ProQuest One Sustainability
ProQuest Central UK/Ireland
Social Science Premium Collection
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
Library & Information Science Collection
Coronavirus Research Database
ProQuest Central Korea
Library & Information Sciences Abstracts (LISA)
Library & Information Science Abstracts (LISA)
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Database (Alumni Edition)
Health & Medical Collection (Alumni Edition)
Library Science Database
Nursing & Allied Health Premium
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest One Social Sciences
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
Library and Information Science Abstracts (LISA)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
Applied Social Sciences Index and Abstracts (ASSIA)
ProQuest Central China
ProQuest Central
ProQuest Library Science
ProQuest One Sustainability
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Library & Information Science Collection
ProQuest Central (New)
Social Science Premium Collection
ProQuest One Social Sciences
ProQuest One Academic Eastern Edition
Coronavirus Research Database
ProQuest Nursing & Allied Health Source
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Hospital Collection (Alumni)
Nursing & Allied Health Premium
ProQuest Health & Medical Complete
ProQuest One Academic UKI Edition
ProQuest Nursing & Allied Health Source (Alumni)
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
MEDLINE

Publicly Available Content Database
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
Library & Information Science
EISSN 1438-8871
ExternalDocumentID oai_doaj_org_article_f0c3b3670b34447dbe3a5f5180964870
PMC7931824
33656440
10_2196_26516
Genre Journal Article
GeographicLocations Hong Kong
Hong Kong China
New York
United States--US
China
GeographicLocations_xml – name: Hong Kong
– name: New York
– name: China
– name: Hong Kong China
– name: United States--US
GroupedDBID ---
.4I
.DC
29L
2WC
36B
53G
5GY
5VS
77K
7RV
7X7
8FI
8FJ
AAFWJ
AAKPC
AAWTL
AAYXX
ABDBF
ABIVO
ABUWG
ACGFO
ADBBV
AEGXH
AENEX
AFKRA
AFPKN
AIAGR
ALIPV
ALMA_UNASSIGNED_HOLDINGS
ALSLI
AOIJS
BAWUL
BCNDV
BENPR
CCPQU
CITATION
CNYFK
CS3
DIK
DU5
DWQXO
E3Z
EAP
EBD
EBS
EJD
ELW
EMB
EMOBN
ESX
F5P
FRP
FYUFA
GROUPED_DOAJ
GX1
HMCUK
HYE
KQ8
M1O
M48
NAPCQ
OK1
OVT
P2P
PGMZT
PHGZM
PHGZT
PIMPY
PQQKQ
RNS
RPM
SJN
SV3
TR2
UKHRP
XSB
ACUHS
CGR
CUY
CVF
ECM
EIF
NPM
PPXIY
PRQQA
3V.
7QJ
7XB
8FK
AEUYN
AZQEC
COVID
E3H
F2A
K9.
PKEHL
PQEST
PQUKI
PRINS
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c457t-7f460f444f1d7dc6e3e661352f7f0a00645d2edb4ff7b0a247cb1aefac278eab3
IEDL.DBID M48
ISSN 1438-8871
1439-4456
IngestDate Wed Aug 27 01:28:24 EDT 2025
Thu Aug 21 13:41:47 EDT 2025
Fri Jul 11 03:15:58 EDT 2025
Sat Aug 23 13:28:33 EDT 2025
Mon Jul 21 06:01:52 EDT 2025
Tue Jul 01 02:05:55 EDT 2025
Thu Apr 24 22:51:42 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords COVID-19
cost-effectiveness
heart failure
smartphone
telemonitoring
mobile health
health care avoidance
Language English
License Xinchan Jiang, Jiaqi Yao, Joyce Hoi-Sze You. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2021.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c457t-7f460f444f1d7dc6e3e661352f7f0a00645d2edb4ff7b0a247cb1aefac278eab3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-2076-9880
0000-0002-6647-2364
0000-0002-5763-7403
OpenAccessLink https://doaj.org/article/f0c3b3670b34447dbe3a5f5180964870
PMID 33656440
PQID 2507664850
PQPubID 2033121
ParticipantIDs doaj_primary_oai_doaj_org_article_f0c3b3670b34447dbe3a5f5180964870
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7931824
proquest_miscellaneous_2496251006
proquest_journals_2507664850
pubmed_primary_33656440
crossref_primary_10_2196_26516
crossref_citationtrail_10_2196_26516
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-03-03
PublicationDateYYYYMMDD 2021-03-03
PublicationDate_xml – month: 03
  year: 2021
  text: 2021-03-03
  day: 03
PublicationDecade 2020
PublicationPlace Canada
PublicationPlace_xml – name: Canada
– name: Toronto
– name: Toronto, Canada
PublicationTitle Journal of medical Internet research
PublicationTitleAlternate J Med Internet Res
PublicationYear 2021
Publisher Gunther Eysenbach MD MPH, Associate Professor
JMIR Publications
Publisher_xml – name: Gunther Eysenbach MD MPH, Associate Professor
– name: JMIR Publications
References ref13
ref12
ref15
ref14
ref31
ref30
ref11
ref33
ref10
ref32
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref18
  doi: 10.2196/16538
– ident: ref3
  doi: 10.1093/eurheartj/ehl193
– ident: ref14
  doi: 10.1177/0272989x12454577
– ident: ref20
  doi: 10.1097/MD.0000000000003531
– ident: ref2
  doi: 10.1161/01.cir.0000039105.49749.6f
– ident: ref15
  doi: 10.1136/bmjopen-2013-003250
– ident: ref9
  doi: 10.1016/j.cardfail.2016.03.007
– ident: ref29
– ident: ref25
– ident: ref27
  doi: 10.1186/s12872-015-0002-8
– ident: ref21
  doi: 10.1016/j.jacc.2004.05.055
– ident: ref22
  doi: 10.2196/13259
– ident: ref1
  doi: 10.1016/S0140-6736(14)61889-4
– ident: ref30
– ident: ref16
  doi: 10.2196/18917
– ident: ref19
  doi: 10.1093/eurheartj/ehw331
– ident: ref7
  doi: 10.1161/HHF.0b013e318291329a
– ident: ref6
  doi: 10.1016/j.ijcard.2013.12.028
– ident: ref31
  doi: 10.1016/j.jchf.2020.06.006
– ident: ref11
  doi: 10.34172/ijhpm.2020.183
– ident: ref26
  doi: 10.1016/j.ijcard.2016.07.256
– ident: ref10
  doi: 10.15585/mmwr.mm6936a4
– ident: ref28
– ident: ref23
– ident: ref12
  doi: 10.1186/s12889-020-09301-4
– ident: ref24
  doi: 10.1007/s12325-016-0471-x
– ident: ref13
  doi: 10.1016/j.cardfail.2017.09.006
– ident: ref17
  doi: 10.1016/j.cardfail.2017.04.014
– ident: ref8
– ident: ref4
  doi: 10.1016/j.ahj.2014.07.008
– ident: ref5
  doi: 10.1016/S2214-109X(20)30004-8
– ident: ref32
  doi: 10.1016/j.jchf.2018.10.011
– ident: ref33
SSID ssj0020491
Score 2.365564
Snippet The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has demonstrated...
Background: The COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has...
BackgroundThe COVID-19 pandemic has caused patients to avoid seeking medical care. Provision of telemonitoring programs in addition to usual care has...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage e26516
SubjectTerms Ambulatory Care - economics
Ambulatory Care - methods
Analysis
Chronic illnesses
Clinical outcomes
Cohort Studies
Coronaviruses
Cost analysis
Cost-Benefit Analysis
COVID-19
COVID-19 - complications
COVID-19 - epidemiology
Data Analysis
Disease transmission
Epidemiology
GDP
Gross Domestic Product
Health care
Health status
Heart failure
Heart Failure - epidemiology
Help seeking behavior
Hong Kong - epidemiology
Hospitalization
Humans
Independent study
Markov Chains
Medical personnel
Monte Carlo Method
Monte Carlo simulation
Mortality
Original Paper
Outpatient treatment
Pandemics
Population
Probability
Quality adjusted life years
Robustness
SARS-CoV-2
Sensitivity analysis
Smartphones
Telemedicine - economics
Telemedicine - methods
Willingness to pay
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3fb9MwED6hPUxICMH4VdimQ5p4i5bEdtzsDVqqbgjYwwZ7i-zE1iptCaLZn8P_ujvHrdoJiRde8tC7Vq59F3-XfP4O4GjcaNrnCpekzksW1fZJKWqVaMsdj5qSz0Iy2-JbMb-UZ1fqaqPVF3PCBnngYeKOfVoLyypjVkgpdWOdMMorlp0qCGyHap32vFUxFUstwr3ZLjxhojOF2HFeKG5ovrHzBIH-v6HKh-TIjd1m9gyeRpiIH4fhPYdHrt2Dg3jIAD9gPEXEs4oxPfdg92t8Uf4C_ky6ZZ8MZI14P8POo8EL2mZuQx7zAz08H-hZSL-G54PE6hJ_LvprnFMK9DgzC-at4zScZkRCizj5_uN0mmQl-beBWo-LFucdWb_Q5QS5u9oNbpCRkPxwanqDKwWUl3A5-3wxmSexE0NSS6X7RHtZpJ7m32eNburCCUf7OmE3r31qGNaoJneNld5rm5pc6tpmxnlT53rsjBWvYKftWvcG0HmXarr4lNxr620prTJZ4wRhG52OR3C0WqWqjjLl3C3jpqJyhRezCos5gsO1269Bl-Ohwyde4rWRZbTDBxRcVQyu6l_BNYL9VYBUMbeXFYFGXZBZkfn92kxZya9aTOu6O_KRJRWWGc3MCF4P8bQeiRCEoaWkb-utSNsa6ralXVwH5W-6mVI9KN_-j__2Dh7nzM9hPp3Yh53-9507IIDV28OQS_eacCV1
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Rb9MwED7BkCakCcGAEdimQ5p4i-bETtzygqClKiBgDxv0LbITm1XakrFmP4f_yl3idu2EeMlDfImc3J3vbH_-DuBoUGmKc7mLhfOKSbV9PJRlFmvLFY-qIZ-FZLTFt3x6pj7PsllYcFsEWOVyTOwG6qopeY38mEK1znM1yMS7q98xV43i3dVQQuM-PGDqMoZ06dnthIuy32QbdhjuTIZ2nOYZlzVfiz8dTf-_csu7EMm1mDN5DI9Csojve-0-gXuu3oWDcNQA32A4S8T_FoOT7sL217Bd_hT-jJpFG_eQjTCqYePR4CkFm8vOm3lZD096kBbS2_CkJ1pd4M95e45TcoQWJ2bO6HUcd2cakXJGHH3_8WkcJ0OSrzuAPc5rnDbU-oUub5FrrF3gGiQJSQ7HpjW45EF5BmeTj6ejaRzqMcSlynQba69y4ZVSPql0VeZOOorulMF57YXh5CarUldZ5b22wqRKlzYxzpsy1QNnrHwOW3VTuxeAzjuh6eIFiZfW26GymUkqJynD0WIQwdFSS0UZyMq5ZsZFQZMWVmbRKTOCw5XYVc_OcVfgA6t41chk2t2N5vpXEXyz8KKUlonsrKSP05V10mQ-Y2YzMjgtIthfGkgRPHxR3NpjBK9XzeSbvOFiatfckIwa0vQyoT8TwV5vT6ueSEmZtFL0tN6wtI2ubrbU8_OO_5uGVJoVqpf_79YreJgy_obxcnIfttrrG3dACVRrDzsv-Qtbnx4G
  priority: 102
  providerName: ProQuest
Title Cost-effectiveness of a Telemonitoring Program for Patients With Heart Failure During the COVID-19 Pandemic in Hong Kong: Model Development and Data Analysis
URI https://www.ncbi.nlm.nih.gov/pubmed/33656440
https://www.proquest.com/docview/2507664850
https://www.proquest.com/docview/2496251006
https://pubmed.ncbi.nlm.nih.gov/PMC7931824
https://doaj.org/article/f0c3b3670b34447dbe3a5f5180964870
Volume 23
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwdV3fb9MwED6xTaomIQQDRmCrDmniLZAfTtwiIcTaVQXUrUIr7C2yE5tVKgm0mQR_DP8rd0katdN48UPvFKW-u9xn-_MdwEkvk5TnYuN6xgouqm3dfphGrtTc8Sjr811IZlucx-OZ-HQVbbAJmwlc3bm0435Ss-Xi9e9ff95TwL9jGjM50Jsgjvx4B_YoGUmOzYloDxICAsB-B-5vqe5DJwwJxwje8djIRlXR_ruQ5m3C5EYGGj2EBw10xA-1rR_BPZMfwHFz8QBfYXOziGcam5A9gM6kOTx_DH8Hxap0awJH843DwqLCS0o9P6rY5k0-nNaULaSn4bQuu7rCb_PyGscUFiWO1Jy57DisbjgiIUgcXHz9OHT9PunnFd0e5zmOC5J-puEtcse1BW4QlJD0cKhKheuqKE9gNjq7HIzdpjuDm4pIlq60IvasEML6mczS2ISGcj3hOSutpxjqRFlgMi2sldpTgZCp9pWxKg1kzygdPoXdvMjNM0BjjSdpsB6pp9rqvtCR8jMTEt6RXs-Bk7WVkrQpXc4dNBYJLWHYrkllVwe6rdrPulbHbYVTNnEr5NLa1Q_F8nvSRGpivTTUXNZOh_TnZKZNqCIbcZ2zmFZ3ngNHawdJ1u6aEJCUMYkjEr9sxRSpfPyiclPckI7o02LTp5lx4LD2p_ZN1v7ogNzytK1X3Zbk8-uqGjh9YGmNKJ7_95kvYD9gIg4T58Ij2C2XN-aYkFSpu7Ajr2QX9k7PzqdfutV-BI0T_6JbRdE_sw4ikg
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6VIhUkhKC8DG0ZpMLNqh9rb4KEECRECWlLDynkZnbtXRqp2KVxhfgx_AV-IzN-pEmFuPXig3dsrT2z89j9ZgZgt5NJsnOxcT1jBRfVtm43TCNXau54lHU5F5LRFofx8Fh8nEbTNfjT5sIwrLLViZWizoqU98j3yFTLOBadyHt79sPlrlF8utq20KjFYmx-_aSQbf5m1Cf-vgyCwYdJb-g2XQXcVESydKUVsWeFENbPZJbGJjRko8gPsdJ6ik10lAUm08JaqT0VCJlqXxmr0kB2jNIhvfcG3CTD6_GKktPLAI-8bX8D7jC8mgR7L4gjbqO-ZO-qtgD_8mWvQjKXbNzgHtxtnFN8V0vTfVgz-SZsN6kN-Aqb3CXmJTZKYRM2Dprj-Qfwu1fMS7eGiDRaFAuLCidk3L5X2oO3EfGoBoUhvQ2P6sKuc_wyK09wSH-4xIGaMVoe-1UOJZKPir1Pn0d91-8SfV4B-nGW47Cg0TFdXiP3dDvFJQgUEh32VamwrbvyEI6vhVOPYD0vcvME0FjjSbpYj8hTbXVX6Ej5mQnJo5Jex4HdlktJ2hRH5x4dpwkFSczMpGKmAzsLsrO6GshVgvfM4sUgF--ubhTn35JGFyTWS0PNhfN0SB8nM21CFdmIK6mRgEvPga1WQJJGo8yTS_l34MVimHQBH_Co3BQXRCO6FM769GcceFzL02ImYUieuxD0tFyRtJWpro7ks5Oq3jipcIpCxdP_T-s53BpODvaT_dHh-BncDhj7w1i9cAvWy_MLs03OW6l3qhWD8PW6l-hfjSlcbw
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NbtNAEF6VIkVICEH5S2nLIBVuVmzv2psgIQQJUUKg5NBCbu6uvUsjtXZpXCEehhfh6Zix12lSIW69-JCdWGvPv_ebGcb2u5lEPxcbzzdWUFNt6_V4GnlS08SjrEe1kIS2OIhHR-LjLJptsD9NLQzBKhubWBnqrEjpG3kHXbWMY9GN_I51sIjpYPj2_IdHE6TopLUZp1GLyMT8-onp2-LNeIC8fhmGww-H_ZHnJgx4qYhk6UkrYt8KIWyQySyNDTforzAmsdL6itx1lIUm08JaqX0VCpnqQBmr0lB2jdIc73uL3ZY8CkjH5Owq2cPIO2ixuwS1RiHvhHFEI9VXfF81IuBfce11eOaKvxveZ_dcoArvasl6wDZMvsV2XZkDvAJXx0R8BWcgtljrszuqf8h-94tF6dVwEWdRobCg4BAd3VllSeiTIkxrgBjg3WBaN3ldwLd5eQIjfMMlDNWckPMwqOopAeNV6H_5Oh54QQ_p8wrcD_McRgWuTvDyGmi-2ymswKEA6WCgSgVND5ZH7OhGOPWYbeZFbp4yMNb4Ei_WR_JUW90TOlJBZjhGV9Lvttl-w6UkdY3SaV7HaYIJEzEzqZjZZntLsvO6M8h1gvfE4uUiNfKufiguvifOLiTWT7mmJnqa48PJTBuuIhtRVzUUdum32U4jIImzLovkShfa7MVyGe0CHfao3BSXSCN6mNoG-Gba7EktT8udcI5RvBD4b7kmaWtbXV_J5ydV73E055iRiu3_b-s5a6FyJp_GB5Nn7E5IMCCC7fEdtlleXJpdjONKvVcpDLDjm9bQv3h5YKU
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=Cost-effectiveness+of+a+Telemonitoring+Program+for+Patients+With+Heart+Failure+During+the+COVID-19+Pandemic+in+Hong+Kong%3A+Model+Development+and+Data+Analysis&rft.jtitle=Journal+of+medical+Internet+research&rft.au=Jiang%2C+Xinchan&rft.au=Yao%2C+Jiaqi&rft.au=You%2C+Joyce+Hoi-Sze&rft.date=2021-03-03&rft.eissn=1438-8871&rft.volume=23&rft.issue=3&rft.spage=e26516&rft_id=info:doi/10.2196%2F26516&rft_id=info%3Apmid%2F33656440&rft.externalDocID=33656440
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1438-8871&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1438-8871&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1438-8871&client=summon