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Guracho YD, Thomas SJ, Win KT. Smartphone application use patterns for mental health disorders: A systematic literature review and meta-analysis. Int J Med Inform 2023; 179:105217. [PMID: 37748330 DOI: 10.1016/j.ijmedinf.2023.105217] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 09/07/2023] [Accepted: 09/15/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Mobile mental health applications play a significant role in mental health care to fill gaps in care for mental disorders. Despite the growth in mobile phone apps for mental health conditions, patients' mental health smartphone application use, perceived usefulness, and future interest in using apps for mental disorders have not been systematically examined. METHODS The authors designed and conducted this systematic review and meta-analysis according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement. Articles reporting mobile/smartphone applications used for mental disorders describing ownership, application use, perceived helpfulness, future interest to use, use patterns, and attitudes were included. PubMed/MEDLINE, EMBASE, PsychINFO, Scopus, and Google Scholar were searched. Published articles from 2014 up to October 2022 were included. The methodological quality was assessed using the Joanna Briggs Institute critical appraisal tool. The heterogeneity test, publication bias, funnel plots and Egger's test were applied. The outcome was calculated by metaprop command using a random-effects model. RESULTS Ten studies met the eligibility criteria. The pooled prevalence of smartphone ownership, application use for current mental health disorders, perceived usefulness, and future interest in using the app for their mental health problem was 88.63%, 23.29%, 72.80%, and 78.97%, respectively. Heterogeneity and publication bias were detected. CONCLUSIONS The results of this study indicate that despite a considerable number of smartphone users, perceived usefulness, and future interest in using smartphone mental health applications among patients with mental disorders, only about one-fifth use an application for mental health disorders. The results show that there is a large potential to increase the use of apps for patients to support self-care in the growing era of digital mental health. Further research with consumers and mental health professionals is recommended to address barriers and improve mhealth app utilization. REGISTRATION Prospero international prospective register of systematic reviews with ID: CRD42022359416.
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Affiliation(s)
- Yonas Deressa Guracho
- University of Wollongong, Faculty of Engineering and Information Sciences, Wollongong, Australia; Bahir Dar University, College of Medical and Health Sciences, Bahir Dar, Ethiopia.
| | - Susan J Thomas
- University of Wollongong, Faculty of Science Medicine and Health, Wollongong, Australia
| | - Khin Than Win
- University of Wollongong, Faculty of Engineering and Information Sciences, Wollongong, Australia
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2
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Zhou Y, Li J, Gordon SC, Trudeau S, Rupp LB, Boscarino JA, Daida YG, Schmidt MA, Lu M. Laboratory monitoring and antiviral treatment for chronic hepatitis B among routine care patients in the United States. J Viral Hepat 2022; 29:189-195. [PMID: 34905259 DOI: 10.1111/jvh.13639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/22/2021] [Accepted: 11/30/2021] [Indexed: 12/09/2022]
Abstract
We investigated factors associated with rates of recommended monitoring of chronic hepatitis B (HBV) patients for viral DNA and alanine aminotransferase (ALT), and initiation of antiviral treatment among eligible patients, in a US cohort of patients under routine care. Patients were categorised by treatment indication: definite, equivocal or ineligible. Baseline covariates included demographics, clinical characteristics and specialist care status. 'Recommended monitoring' was defined ≥1 ALT or HBV DNA test per year. Logit models, univariate then multivariable, were used to evaluate factors associated with monitoring and treatment. Among 3,830 patients, treatment was received by 67.5% (788/1168 patients) in the 'definite' category, and 34.1% (208/610 patients) in the 'equivocal' category, of whom 109 moved up to 'definite' status at some point during follow-up. Sex, age and specialist care were independently associated with receipt of treatment in 'definite' patients. Routine monitoring rates were high prior to treatment in 'definite/ treated' patients (ALT: 77%; DNA: 85%) but declined afterwards (ALT 63%; DNA 36%). Rates of monitoring were lower in 'definite/ untreated' patients (ALT: 48%; DNA: 32%). Among 'equivocal/ treated' patients, lower age and comorbidity scores were associated with receipt of treatment; ALT monitoring rates were similar before and after treatment initiation (41% and 46%, respectively), while rates of DNA monitoring declined (55% and 29%). Monitoring among 'treatment ineligible' patients was similar to those in the 'equivocal' and untreated 'definite' groups. A large proportion of US HBV patients under routine care did not receive recommended annual laboratory monitoring, especially after initiation of antiviral treatment, and nearly one-third of patients with 'definite' indications for antiviral therapy remained untreated.
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Affiliation(s)
- Yueren Zhou
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Jia Li
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Stuart C Gordon
- Division of Gastroenterology and Hepatology, Henry Ford Health System, Detroit, Michigan, USA.,School of Medicine, Wayne State University, Detroit, Michigan, USA
| | - Sheri Trudeau
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Loralee B Rupp
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, Michigan, USA
| | - Joseph A Boscarino
- Department of Population Health Sciences, Geisinger Clinic, Danville, Pennsylvania, USA
| | - Yihe G Daida
- Center for Integrated Health Care Research, Kaiser Permanente-Hawai'i, Honolulu, Hawaii, USA
| | - Mark A Schmidt
- Center for Health Research, Kaiser Permanente-Northwest, Portland, Oregon, USA
| | - Mei Lu
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
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Haridy J, Iyngkaran G, Nicoll A, Hebbard G, Tse E, Fazio T. eHealth Technologies for Screening, Diagnosis, and Management of Viral Hepatitis: A Systematic Review. Clin Gastroenterol Hepatol 2021; 19:1139-1150.e30. [PMID: 32896632 DOI: 10.1016/j.cgh.2020.09.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 08/31/2020] [Accepted: 09/02/2020] [Indexed: 01/30/2023]
Abstract
BACKGROUND & AIMS Chronic viral hepatitis is a leading cause of worldwide liver-related morbidity and mortality, despite the availability of effective treatments that reduce or prevent complications in most patients. Electronic-health (eHealth) technologies have potential to intervene along the whole cascade of care. We aimed to summarize available literature on eHealth interventions with respect to conventional screening, diagnostic and treatment outcomes in chronic hepatitis B (HBV) and hepatitis C (HCV). METHODS We systematically reviewed MEDLINE, EMBASE, Cochrane Library and international conference abstracts, including studies published from 2009 - 2020. Overall 80 studies were included, covering electronic medical record (EMR) interventions (n=39), telemedicine (n=20), mHealth (n=5), devices (n=4), clinical decision support (n=3), web-based (n=5), social media (n=1) and electronic communication (n=3). RESULTS Compared to standard care, EMR alerts increase screening rates in eligible populations including birth cohort screening in HCV, universal HCV screening in Emergency Departments, ethnic groups with high HBV prevalence, and HBV screening prior to immunosuppression. Direct messaging alerts to providers and automated testing may have a greater effect. No significant difference was found in sustained virological response outcomes between telemedicine and face-to-face management for community, rural and prison cohorts in HCV in the direct acting antiviral era of treatment, with higher patient satisfaction in telemedicine groups. CONCLUSIONS EMR alerts significantly increase screening rates in eligible cohorts in both chronic HBV and HCV. Telemedicine is equally efficacious to face-to-face care in HCV treatment. Other eHealth technologies show promise; however rigorous studies are lacking.
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Affiliation(s)
- James Haridy
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia; Department of Gastroenterology and Hepatology, Eastern Health, Melbourne, Australia.
| | - Guru Iyngkaran
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia; Department of Gastroenterology, Royal Darwin Hospital, Darwin, Australia
| | - Amanda Nicoll
- Department of Gastroenterology and Hepatology, Eastern Health, Melbourne, Australia; Monash University, Eastern Health Clinical School, Melbourne, Australia
| | - Geoffrey Hebbard
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Melbourne, Australia
| | - Edmund Tse
- Department of Gastroenterology, Royal Darwin Hospital, Darwin, Australia; Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide, Australia; University of Adelaide, School of Medicine, Faculty of Health and Medical Sciences, Adelaide, Australia
| | - Timothy Fazio
- University of Melbourne, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia; Metabolic Diseases Unit, Royal Melbourne Hospital, Melbourne, Australia; Business Intelligence Unit, Royal Melbourne Hospital, Melbourne, Australia
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Pack S, Lee J. Randomised controlled trial of a smartphone application-based dietary self-management program on haemodialysis patients. J Clin Nurs 2021; 30:840-848. [PMID: 33377565 PMCID: PMC8048988 DOI: 10.1111/jocn.15627] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 10/20/2020] [Accepted: 12/19/2020] [Indexed: 01/08/2023]
Abstract
Aims and objectives To develop a smartphone application‐based dietary self‐management program for haemodialysis patients and to examine its effects on biochemical indicators, self‐efficacy and quality of life. Background Lack of dietary management in haemodialysis patients can lead to serious complications such as oedema, hyponatremia, hyperkalaemia, hypertension, uraemia and eventually death; however, studies using smartphone applications for dietary self‐management in haemodialysis patients are rare. Design A prospective, single‐blind, randomised, controlled design with repeated measures was followed with 75 haemodialysis patients at a haemodialysis centre. Data were collected from 10 January 2017–6 May 2018. The study applied the Consolidated Standards of Reporting Trials statement. Methods The 8‐week smartphone application‐based dietary self‐management program was developed through collaboration with a haemodialysis equipment company. The experimental group took this program while the control group took an 8‐week general program. Study variables were serum phosphorus, potassium and albumin, self‐efficacy and quality of life. They were measured at pretest, and 8 weeks and 12 weeks after the programs, and analysed using two‐way repeated measures analysis of variance. Findings The smartphone application‐based program significantly improved serum phosphorus, potassium, self‐efficacy and quality of life over time compared with the general program. There was no significant difference in albumin level changes between the groups. Conclusions The smartphone application‐based dietary self‐management program is an opportune and effective nursing intervention to lower serum phosphorus and potassium levels in haemodialysis patients over time. Trial registration was performed on www.cris.nih.go.kr (KCT0005366). Relevance to clinical practice Haemodialysis patients can easily use the smartphone application to manage their diet anytime and anywhere. They can get real‐time feedback and solutions to prevent haemodialysis complications. Nurses can provide tailored high‐quality care based on an individual's lifelog data from the smartphone application.
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Affiliation(s)
- Songyi Pack
- Graduate School, Kyung Hee University, Seoul, Korea
| | - Jia Lee
- College of Nursing Science, Kyung Hee University, Seoul, Korea
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Yun YH, Kang E, Cho YM, Park SM, Kim YJ, Lee HY, Kim KH, Lee K, Koo HY, Kim S, Rhee Y, Lee J, Min JH, Sim JA. Efficacy of an Electronic Health Management Program for Patients With Cardiovascular Risk: Randomized Controlled Trial. J Med Internet Res 2020; 22:e15057. [PMID: 32012053 PMCID: PMC7003122 DOI: 10.2196/15057] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 08/16/2019] [Accepted: 10/26/2019] [Indexed: 01/15/2023] Open
Abstract
Background In addition to medication, health behavior management is crucial in patients with multiple risks of cardiovascular mortality. Objective This study aimed to examine the efficacy of a 3-month Smart Management Strategy for Health–based electronic program (Smart Healthing). Methods A 2-arm randomized controlled trial was conducted to assess the efficacy of Smart Healthing in 106 patients with at least one indicator of poor disease control and who had hypertension, diabetes, or hypercholesterolemia. The intervention group (n=53) took part in the electronic program, which was available in the form of a mobile app and a Web-based PC application. The program covered 4 areas: self-assessment, self-planning, self-learning, and self-monitoring by automatic feedback. The control group (n=53) received basic educational material concerning disease control. The primary outcome was the percentage of participants who achieved their clinical indicator goal after 12 weeks into the program: glycated hemoglobin (HbA1c) <7.0%, systolic blood pressure (SBP) <140 mmHg, or low-density lipoprotein cholesterol <130 mg/dL. Results The intervention group showed a significantly higher success rate (in comparison with the control group) for achieving each of 3 clinical indicators at the targeted goal levels (P<.05). Only the patients with hypertension showed a significant improvement in SBP from the baseline as compared with the control group (72.7% vs 35.7%; P<.05). There was a significant reduction in HbA1c in the intervention group compared with the control group (difference=0.54%; P≤.05). In the intervention group, 20% of patients with diabetes exhibited a ≥1% decrease in HbA1c (vs 0% among controls; P≤.05). Conclusions A short-term self-management strategy-based electronic program intervention may improve clinical outcomes among patients with cardiovascular risks. Trial Registration ClinicalTrials.gov NCT03294044; https://clinicaltrials.gov/ct2/show/NCT03294044
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Affiliation(s)
- Young Ho Yun
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - EunKyo Kang
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Young Min Cho
- Seoul National University College of Medicine, Department of Internal Medicine, Seoul, Republic of Korea
| | - Sang Min Park
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Yong-Jin Kim
- Seoul National University College of Medicine, Department of Internal Medicine, Seoul, Republic of Korea
| | - Hae-Young Lee
- Seoul National University College of Medicine, Department of Internal Medicine, Seoul, Republic of Korea
| | - Kyae Hyung Kim
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Kiheon Lee
- Bundang Seoul National University Hospital, Department of Family Medicine, Seongnam, Republic of Korea
| | - Hye Yeon Koo
- Bundang Seoul National University Hospital, Department of Family Medicine, Seongnam, Republic of Korea
| | - Soojeong Kim
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - YeEun Rhee
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Jihye Lee
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Jeong Hee Min
- Seoul National University College of Medicine, Department of Family Medicine, Seoul, Republic of Korea
| | - Jin-Ah Sim
- Seoul National University College of Medicine, Cancer Research Institute, Seoul, Republic of Korea
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Bienfait F, Petit M, Pardenaud R, Guineberteau C, Pignon A. Applying M-Health to Palliative Care: A Systematic Review on the Use of M-Health in Monitoring Patients With Chronic Diseases and its Transposition in Palliative Care. Am J Hosp Palliat Care 2019; 37:549-564. [PMID: 31773969 DOI: 10.1177/1049909119885655] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND The major growth of mobile technologies in the recent years has led to the development of medical-monitoring applications, particularly on smartphones. AIM The aim of this study was to review the use of m-health in the monitoring of patients with chronic pathologies in order to consider what could be adapted for palliative care patients at home. DESIGN A systematic review of the English and French literature was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses criteria. DATE SOURCES The review screened the following databases: PUBMED, SCOPUS, COCHRANE, SCIENCE DIRECT, SUDOC, and EM-Premium, screening studies published between 2008 and 2018. The selection of articles was done by the main investigator. All studies concerning the use of m-Health apps for patients with chronic diseases were included. RESULTS From the 337 selected publications, 8 systematic reviews and 14 original studies were included. The main uses of m-Health apps were biological and clinical monitoring (particularly concerning the symptoms) in 75% of the applications, disease self-management in 64% of the applications, and therapeutic patient education in 50% of the applications, with remote monitoring. CONCLUSIONS The development of an m-Health application could become a complementary monitoring tool during palliative care. However, it seems important to question the impact of technique in the professional-patient relationship and avoid the pitfalls of standardizing palliative care and reducing the patient to a "sick" health technician. A future step would then be to define which health-care professional would be in charge of this "m-monitoring."
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Affiliation(s)
- Florent Bienfait
- CHU d'Angers, Unité Laroque Médecine Soins Palliatifs, Angers, France
| | - Marie Petit
- CHU d'Angers, Unité Laroque Médecine Soins Palliatifs, Angers, France
| | - Romain Pardenaud
- CHU d'Angers, Unité Laroque Médecine Soins Palliatifs, Angers, France.,CHU d'Angers, Equipe Mobile d'Accompagnement, et de Soins de Support et Palliatifs, Angers, France
| | - Clément Guineberteau
- Faculté de Santé d'Angers, Département de Médecine Générale, Universite d'Angers, Angers, France
| | - Aude Pignon
- CHU d'Angers, Unité Laroque Médecine Soins Palliatifs, Angers, France
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Mariano MCO, Maniego JCM, Manila HLMD, Mapanoo RCC, Maquiran KMA, Macindo JRB, Tejero LMS, Torres GCS. Social media use profile, social skills, and nurse-patient interaction among Registered Nurses in tertiary hospitals: A structural equation model analysis. Int J Nurs Stud 2017; 80:76-82. [PMID: 29353713 DOI: 10.1016/j.ijnurstu.2017.12.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 12/24/2017] [Accepted: 12/28/2017] [Indexed: 11/27/2022]
Abstract
BACKGROUND Social media has become increasingly important over the past decades and has been integrated in various environments, including the healthcare setting. Yet, the influence of social media use on the social skills and nurse-patient interaction of nurses is an area in nursing that requires further studies. This study determined the interrelationships among social media use profile, social skills, and nurse-patient interaction of Registered Nurses in tertiary hospitals. METHODS Employing structural equation modeling, a descriptive-correlational study was conducted among 212 consecutively-selected nurses from two tertiary hospitals. Consenting respondents completed a two-part survey composed of the respondent profile sheet and the Social Skills Inventory. The respondent profile sheet assessed demographic profile and social media use profile in terms of the mode, frequency, and duration of utilization. Three trained team members observed each nurse-patient dyad and completed the Nurse-Patient Bonding Instrument. RESULTS A good fit model illustrated the negative effects of frequent social media use to patient openness (β = -0.18, p < 0.05) and engagement (β = -0.11, p ≤ 0.05). Longer use of social media on a daily basis, however, positively affected both dimensions of social skills. Accessing social media platforms using non-handheld devices showed the most influential positive effects to social skills and nurse-patient interaction. Additionally, although verbal social skills positively affected most dimensions of nurse-patient interaction, non-verbal social skills negatively influenced patient engagement (β = -0.19, p = 0.019) and nurse openness (β = -0.38, p ≤ 0.05). CONCLUSION The structural model illustrates the effects of using social media on the social skills and nurse-patient interaction of nurses and emphasizes the need for implementing institutional policies on the judicious use and application of social media in the workplace. Further, social skills development programs geared toward having a balanced social skill must be implemented.
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Affiliation(s)
- Micah Celine O Mariano
- College of Nursing, University of Santo Tomas, España Boulevard, Manila, 1008, Philippines.
| | | | | | - Ram Cedrick C Mapanoo
- College of Nursing, University of Santo Tomas, España Boulevard, Manila, 1008, Philippines.
| | | | - John Rey B Macindo
- College of Nursing, University of Santo Tomas, España Boulevard, Manila, 1008, Philippines.
| | - Lourdes Marie S Tejero
- College of Nursing, University of the Philippines - Manila, Pedro Gil, Manila, 1000, Philippines.
| | - Gian Carlo S Torres
- College of Nursing, University of Santo Tomas, España Boulevard, Manila, 1008, Philippines.
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Daher J, Vijh R, Linthwaite B, Dave S, Kim J, Dheda K, Peter T, Pai NP. Do digital innovations for HIV and sexually transmitted infections work? Results from a systematic review (1996-2017). BMJ Open 2017; 7:e017604. [PMID: 29101138 PMCID: PMC5695353 DOI: 10.1136/bmjopen-2017-017604] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 09/20/2017] [Accepted: 09/22/2017] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVE Digital innovations with internet/mobile phones offer a potential cost-saving solution for overburdened health systems with high service delivery costs to improve efficiency of HIV/STI (sexually transmitted infections) control initiatives. However, their overall evidence has not yet been appraised. We evaluated the feasibility and impact of all digital innovations for all HIV/STIs. DESIGN Systematic review. SETTING/PARTICIPANTS All settings/all participants. INTERVENTION We classified digital innovations into (1) mobile health-based (mHealth: SMS (short message service)/phone calls), (2) internet-based mobile and/or electronic health (mHealth/eHealth: social media, avatar-guided computer programs, websites, mobile applications, streamed soap opera videos) and (3) combined innovations (included both SMS/phone calls and internet-based mHealth/eHealth). PRIMARY AND SECONDARY OUTCOME MEASURES Feasibility, acceptability, impact. METHODS We searched databases MEDLINE via PubMed, Embase, Cochrane CENTRAL and Web of Science, abstracted data, explored heterogeneity, performed a random effects subgroup analysis. RESULTS We reviewed 99 studies, 63 (64%) were from America/Europe, 36 (36%) from Africa/Asia; 79% (79/99) were clinical trials; 84% (83/99) evaluated impact. Of innovations, mHealth based: 70% (69/99); internet based: 21% (21/99); combined: 9% (9/99).All digital innovations were highly accepted (26/31; 84%), and feasible (20/31; 65%). Regarding impacted measures, mHealth-based innovations (SMS) significantly improved antiretroviral therapy (ART) adherence (pooled OR=2.15(95%CI: 1.18 to 3.91)) and clinic attendance rates (pooled OR=1.76(95%CI: 1.28, 2.42)); internet-based innovations improved clinic attendance (6/6), ART adherence (4/4), self-care (1/1), while reducing risk (5/5); combined innovations increased clinic attendance, ART adherence, partner notifications and self-care. Confounding (68%) and selection bias (66%) were observed in observational studies and attrition bias in 31% of clinical trials. CONCLUSION Digital innovations were acceptable, feasible and generated impact. A trend towards the use of internet-based and combined (internet and mobile) innovations was noted. Large scale-up studies of high quality, with new integrated impact metrics, and cost-effectiveness are needed. Findings will appeal to all stakeholders in the HIV/STI global initiatives space.
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Affiliation(s)
- Jana Daher
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Rohit Vijh
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Blake Linthwaite
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Sailly Dave
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Canada
| | - John Kim
- National HIV/AIDS Labs, National Labs, Winnipeg, Manitoba, Canada
| | - Keertan Dheda
- Department of Pulmonology, UCT Lung Institute, University of Cape Town, Cape Town, South Africa
| | - Trevor Peter
- Clinton Health Access Initiative (CHAI), Boston, USA
| | - Nitika Pant Pai
- Division of Clinical Epidemiology, Research Institute of the McGill University Health Centre, Montreal, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
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Cedeño-Moreno D, Vargas-Lombardo M, Salas-Zárate MP, Paredes-Valverde MA, Valencia-García R. Analysis of Mobile Applications for Self-healthcare of Panamanian Patients with Hepatitis. COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE 2017. [DOI: 10.1007/978-3-319-67283-0_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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