| Literature DB >> 35308419 |
Ahmadreza Shamsabadi1, Zahra Pashaei2, Amirali Karimi3, Pegah Mirzapour2, Kowsar Qaderi4, Mahmoud Marhamati5, Alireza Barzegary6, Amirata Fakhfouri6, Esmaeil Mehraeen7, SeyedAhmad SeyedAlinaghi2, Omid Dadras8.
Abstract
Introduction: The use of new technologies such as the Internet of Things (IoT) in the management of chronic diseases, especially in the COVID pandemics, could be a life-saving appliance for public health practice. The purpose of the current study is to identify the applications and capability of IoT and digital health in the management of the COVID-19 pandemic.Entities:
Keywords: COVID‐19; IoT; Sensor; Telehealth; chronic diseases
Year: 2022 PMID: 35308419 PMCID: PMC8919365 DOI: 10.1002/hsr2.557
Source DB: PubMed Journal: Health Sci Rep ISSN: 2398-8835
Figure 1Search results from different databases
Details of the included studies
| ID | First author (reference) | Type of study | Country | Technology | Chronic disease/Disorder | Applications | Feature and function | Summary of findings |
|---|---|---|---|---|---|---|---|---|
| 1 | Ajčević et al. | Clinical trial | Italy | Telemonitoring system | TIA/minor stroke patients at risk of stroke recurrence in their early post‐acute phase (<14 days after the ischemic event) |
Monitoring vital signs: HR, BP, SpO2, temperature Therapeutic and behavioral adjustments | Portable devices are used to monitor the vital signs remotely. The system also has a gateway, a panic‐button, and a dedicated ICT platform. Using the abovementioned pathways, the system allows emergency interventions and adjustments based on vital signs alterations. | The study on 8 patients showed prompt and remote ability to monitor patients' vital signs, leading to a better adjustment of medical and behavioral therapies. The patients had significantly improved quality of life, as well as reduced anxiety and depression. The telemonitoring system had acceptable interface quality, ease of access, and user satisfaction. The patients had complete medical adherence and no stroke/TIA recurrence or admissions to emergency departments in the 3 months follow‐up period. |
| 2 | Ang et al. | Clinical trial | Singapore | Personalized mobile health intervention program | Patients with type 2 DM or prediabetes | (1) Monitoring glucose (continuously), physical activity, and diet. Provides (2) Health coaching | In‐person features +
Glucose monitoring device is continuous, Physical activity and dietary intake is monitored via mobile app and access provided by messaging the doctor and dietician, Mobile app allowed context‐sensitive digital health coaching |
All 21 participants found the 3‐month program beneficial and scored a mean between 9.0 to 10 on the Likert scale for satisfaction questions. Mean HbA1C dropped from 7.6% to 7.0% ( Mean weight and body mass index also decreased significantly from 76.8 and 27.8 to 73.9 and 26.7, respectively. Such mHealth programs are encouraged during the COVID‐19 pandemic. |
| 3 | Anushiravani et al. | Clinical trial | Iran | Telehealth using phone calls, messaging, and mobile applications | Patients with IBD |
Educating the patients about COVID‐19 Fast COVID‐19screening and diagnosis Risk‐stratifying the patients based on IBD activity and COVID‐19 Re‐scheduling outpatient visits Recognizing hospitalized IBD patients Weekly assessment of protocols and solving limitations | The system uses phone calls, messages, and mobile applications for the mentioned purposes in the following style:
Educating the patients about COVID‐19 happens via text message and WhatsApp, Telegram, or Instagram Active phone calls for fast COVID‐19 screening and diagnosis and evaluating the suspicious cases with PCR and CT scans. Patients could also have hotline calls in case of experiencing any suspicious COVID‐19 symptoms. Active phone call for high‐risk and regular follow‐up using other methods for lower‐risk groups Online re‐scheduling outpatient visits and recognizing hospitalized patients | Fifty‐one cases of COVID‐19 were diagnosed among patients with IBD using this system. Caring for IBD patients in terms of disease activity and SARS‐CoV‐2 infection was restored using the telehealth system. |
| 4 | Ben Hassen et al. | Cohort | Tunisia | IoT, fog computing, and cloud computing | All the patients with chronic diseases at higher risk of complications |
Monitoring vital signs Detection of patients' environment Doctors and nurses monitor the patients' environment and provide medical recommendations Relatives get to know their patients' status online Patients' records can be saved |
Mobile application sense patients' vital signs and manage communications. 5 mobile applications serve as a fog server, one designed for each of the following: Patients, patients' relatives, nurses, doctors, and administrators. Sensors in patients' environments are used for humidity and temperature, gas leakage, and smoke detection. NoSQL database stores patients' data. | Home hospitalization ensures limited COVID‐19 spreading and adequate care for patients with chronic conditions. This study reported a home hospitalization system based on IoT, fog computing, and cloud computing. Patients' vital signs, health conditions, and environment are monitored through this system and provided to the caregivers. |
| 5 | Costantino et al. | Clinical trial | Italy | Telemedicine using phone calls and televisits | Celiac disease |
Televisits for patients with either mild or moderate symptoms or asymptomatic but altered blood exams Checking dietary adherence and gluten contamination | (1) Phone calls were made to schedule televisits (2) Televisits assessed adherence to gluten‐free diet according to CDAT and provided point‐of‐care gluten detection test for those suspected of gluten contamination | One hundred and twelve phone calls were made and 42 patients were found to be symptomatic. Researchers performed 39/42 (92.9%) televisits and gathered 34/39 (87.2%) questionnaires. CDAT score was 11 ± 2 and they prescribed gluten detection tests to 11 participants with two positive results. A three‐item questionnaire tested trust in telemedicine service with 94.1%, 88.2%, and 97.1% positive results. |
| 6 | d'Arma et al. | Cohort | Italy | Mobile application (named VIOLA) | MS |
Reinforcing the knowledge of patients with MS Keeping the patients' motivation to adhere to the rehabilitation program Improving the patients' quality of life | VIOLA provided the interface for knowledge and motivation of rehabilitation programs in patients with MS. This application was updated during the pandemic to ensure better performance. | VIOLA subscriptions increased after the lockdown, reiterating the importance of telehealth. The application had a very positive rating. A current limitation of VIOLA is the required prior learnings about the disease, but the providers are planning to solve this problem. |
| 7 | Debernardi et al. | Observational study | Argentina | Teledermatology using email or WhatsApp, and phone calls or Zoom meetings | Connective tissue diseases | Virtual dermatological consult and referral to a health centerif required. |
Candidates were contacted and they sent their information using email or WhatsApp. Email or WhatsApp response (asynchronous query), phone calls (synchronous query), or video conference using Zoom meetings (hybrid consultation) was generated after the patients sent their details. Data of teleconsultation were recorded in an Excel spreadsheet and the hospital's database. | One hundred and twenty teledermatological consultations were made, 93.3% by women. 17/120 (14.2%) needed a health‐centre referral. Patients who took the survey found virtual dermatology consultations easy and helpful in resolving their medical problems. Doctors also agreed on the effectiveness of this approach and mentioned they would choose to utilize this valid approach in the near future. |
| 8 | Elhadi et al. | Cross‐sectional study | Libya | Application of the telehealth system | Have at least one chronic disease | Information on socio‐demographic characteristics, | Availability and availability of health care services, the effects of COVID‐19 on health care services, mental health status, and feasibility | A high level of usability and willingness to use the telemedicine system is used as an alternative to face‐to‐face counseling. This system has the advantage of helping to overcome health care costs, increasing access to prompt medical care and follow‐up assessment, and reducing the risk of COVID‐19 transmission. |
| 9 | Guarino et al. | Prospective observational study | Italy | MHealth | Chronic liver disease | Manage chronic liver diseases, Screen patients for COVID‐19 before admission | Telemedicine follow‐up visits for all patients with CLD, Routine care to our patients with CLD: including promptly addressing questions, coordinating complex care, offering caregiver support, nutritional advice, and early interventions to ensure drugs compliance, and to prevent decompensation for chronic advanced liver disease while enabling patients to stay at home | Telemedicine is effective in tracking patients with CLD and reducing the impact of COVID‐19. |
| 10 | Horrell et al. | Cross‐sectional study | USA | MHealth | Asthma, cystic fibrosis, chronic disease, migraines, hypertension, ankylosing spondylitis, and cancer | Telehealth use | Support needs and information sources and information and support needs | N/A |
| 11 | Lee et al. | Exploratory Qualitative Study | Singapore | Video Consultations | At least three chronic conditions | To explore patients' and physicians' acceptance, Communication issues, and logistical demands, Thereby elucidating the features of an optimal video consultation | To understand and explore the social, technical, financial, and logistical support or lack thereof from the organization, Thereby elucidating the requirements for introducing, sustaining, and scaling up of video consultations, To understand the current regulatory, legal, professional, sociocultural, political, or policy context, To alert key stakeholders to the potential barriers and challenges of video consultation as a regular health care service model in the post–COVID‐19 phase. | The digital divide is a reality in Singapore, despite its wealth and high levels of public literacy and technology literacy. The next steps that seek full‐scale implementation should certainly make the practicality and desirability of video consulting available to all sections of the demographic community, by providing additional IT support, given the lower level of access to technology and literacy. Older people have less in the economy. |
| 12 | Mercuri et al. | Clinical trial | Italy | Video consultations | Patients with chronic disabilities | A set of incremental services, creating every step, from identifying patients to providing the most accurate and sophisticated level of care | Eligibility of this service by examining all pediatric patients who need regular follow‐up, eligibility of services due to several influential factors Prioritize patients who need long‐term follow‐up. | The multi‐disciplinary, multi‐disciplinary “Contactless” model has made it possible for all units of our children's ward and families with children with disabilities or chronic conditions to enter. The strengths of this project depend on its reproducibility outside of children and the limited resources needed to influence patients, caregivers, and professionals involved in the care process. Implementing it in the future can help reduce hospital admissions, money, and parental absence from work. |
| 13 | Muhammad et al. | Cohort | United Kingdom | Online video consultations, Telephone consultations | Celiac disease | Communication with health professionals | Tele‐medicine and follow‐up of celiac patients, routine care, and giving information about the disease, diet, and consults about necessary additional treatment | Appointments with health professionals have major problems that can be partially resolved with telephone and online counselling. |
| 14 | Orso et al. | Clinical trial | Italy | MHealth | Chronic heart failure | Follow up patients during 4 weeks after discharge from hospital | Outpatient visit to the clinics and follow‐up of the patients | Patients were comfortable with telephone communication, especially in which they were isolated. The patients who were not adherent to nonpharmacological recommendations were identified and reinforced to follow them. In some cases, by prescribing diuretic symptoms improved. Also, time and type of patient admission (elective/urgent) were determined in critical patients. |
| 15 | Rachmiel et al. | Observational study | Israel | Application (Dexcom Clarity, CareLink, and Tidepoolsoftwares) | Type 1 diabetes mellitus | Assess the change of time‐in‐range (TIR) (time‐in‐range is the amount of time you spend in the target blood glucose range) and find the associated parameters in changing TIR. | Sending data of continuous glucose monitoring system (CGM), and continuous subcutaneous insulin infusion sets (pumps). | After the telehealth visit, glycaemic ranges improved significantly. The increase from 59.0 ± 17.2% to 62.9 ± 16.0% was shown in percent of TIR. The percent time of being in severe hypoglycaemic range significantly decreased. Associated parameters with relative‐TIR improvement were living with a single‐parent, higher mean glucose level, and the number of other initial glycaemic parameters. In multi regression logistic two factors including initial lower TIR and living with a single‐parent were significantly associated with improvement in relative‐TIR. |
| 16 | Darcourt et al. | Observational study | USA | Telehealth video visits | Cancer | Methodist MyChart platform | As an alternative to in‐person visits | Used Vidyo integration for the video component |
| 17 | Hasson et al. | Cross‐sectional study | Israel | Telemedicine meeting using a mobile phone video application | Cancer | N/A | During the pandemic, all patient encounters were converted to virtual telemedicine meetings | N/A |
| 18 | Pardolesi et al. | Cross‐sectional study | Italy | The video‐consulting clinical visit | Lung cancer | First clinical evaluation or second opinion consultation for pulmonary malignancies. | To replace in‐office practice for patients who had recently undergone surgical procedures | The workstation included a Surface Pro device (Microsoft, Redmond, WA) and a dedicated Microsoft Teams account to perform video meetings also the Microsoft Teams platform for “e‐visits.” |
Abbreviations: BP, blood pressure; CDAT, Celiac Dietary Adherence Test; CGM, continuous glucose monitoring system; COVID‐19, coronavirus disease‐2019; CT, computed tomography; DM, diabetes mellitus; GP, general practitioner; HR, heart rate; IBD, inflammatory bowel disease; ICT, information and communications technology; MIoT, Medical internet of things; MS, multiple sclerosis; PCR, polymerase chain reaction; SpO2, oxygen saturation; TIA, transient ischemic attack; TIR, time‐in‐range; PA, physical activity.
Newcastle‐Ottawa scale (NOS) quality assessment for the included studies
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| Ajčević, M. | ** | ‐ | *** | 5 |
| Ang, L.Y.H. | **** | * | *** | 8 |
| Anushiravani, A. | *** | * | *** | 7 |
| Ben Hassen, H. | *** | ‐ | ** | 5 |
| Costantino, T. | *** | ‐ | *** | 6 |
| d'Arma, A. | *** | ‐ | ** | 5 |
| Debernardi, M.E. | *** | ‐ | *** | 6 |
| Elhadi, M. | **** | ‐ | *** | 7 |
| Guarino, M. | *** | ‐ | *** | 6 |
| Horrell, L.N. | **** | * | *** | 8 |
| Lee, E.S. | *** | ‐ | *** | 6 |
| Mercuri, E. | *** | ‐ | *** | 6 |
| Muhammad, H. | *** | ‐ | *** | 6 |
| Orso, F. | *** | ‐ | ** | 5 |
| Rachmiel, M. | **** | ** | * | 7 |
| Darcourt, J.G. | **** | * | *** | 8 |
| Hasson, S.P. | *** | ‐ | *** | 6 |
| Pardolesi, A. | *** | ‐ | *** | 6 |