Literature DB >> 34047709

Self-Management Apps for People With Epilepsy: Systematic Analysis.

Mohsen Zaied Alzamanan1, Kheng-Seang Lim2, Maizatul Akmar Ismail3, Norjihan Abdul Ghani3.   

Abstract

BACKGROUND: Patients with epilepsy (PWEs) are motivated to manage and cope with their disorder themselves (ie, self-management [SM] is encouraged). Mobile health (mHealth) apps have multiple features that have a huge potential to improve SM of individuals with chronic disorders such as epilepsy.
OBJECTIVE: This study aimed to review all freely available apps related to the SM of PWEs and to determine the SM domains covered in these apps.
METHODS: We performed a search of apps on Google Play and App Store using the keywords "epilepsy" or "seizures" from May to August 2018. Apps were included if they were free and in English language. We excluded apps with installation-related issues and not related to epilepsy self-management (eSM).
RESULTS: A total of 22 eSM apps were identified in our search: 6 of these run only on iOS, 7 only on Android, and 9 run on both operating systems. Of the 11 domains of SM, seizure tracking and seizure response features were covered by most apps (n=22 and n=19, respectively), followed by treatment management (n=17) and medication adherence (n=15). Three apps (Epilepsy Journal, Epilepsy Tool Kit, and EpiDiary) were installed more than 10,000 times, with features focused specifically on a few domains (treatment management, medication adherence, health care communication, and seizure tracking). Two apps (Young Epilepsy and E-Epilepsy Inclusion) covered more than 6 SM domains but both had lower installation rates (5000+ and 100+, respectively).
CONCLUSIONS: Both Android and iOS mHealth apps are available to improve SM in epilepsy, but the installation rate of most apps remains low. The SM features of these apps were different from one another, making it difficult to recommend a single app that completely fulfills the needs of PWEs. The common features of the apps evaluated included seizure tracking and seizure response. To improve the efficacy and availability of these apps, we propose the following: (1) involve the stakeholders, such as physicians, pharmacists, and PWEs, during the development of mHealth apps; (2) assess the efficacy and acceptance of the apps objectively by performing a usability analysis; and (3) promote the apps so that they benefit more PWEs. ©Mohsen Zaied Alzamanan, Kheng-Seang Lim, Maizatul Akmar Ismail, Norjihan Abdul Ghani. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 28.05.2021.

Entities:  

Keywords:  epilepsy; mobile health; self-management; smartphone

Year:  2021        PMID: 34047709      PMCID: PMC8196364          DOI: 10.2196/22489

Source DB:  PubMed          Journal:  JMIR Mhealth Uhealth        ISSN: 2291-5222            Impact factor:   4.773


Introduction

Epilepsy affects approximately 50 million people of all ages worldwide, irrespective of race and economic background [1,2]. It is estimated that nearly 200,000 individuals living in Malaysia have epilepsy [3]. According to the World Health Organization, epilepsy is one of the most common neurological diseases [4]. Patients with epilepsy (PWEs) face many challenges related to their disease as well as to their families and health care providers (HCPs) [5]; additionally, lack of disease control affects the patients’ work, relationship, and daily responsibilities [6]. HCPs also find it hard to monitor their PWEs to understand if any of their symptoms are improving or if they are experiencing any new symptoms [7]. In Malaysia, based on our experience, most PWEs use the calendar for seizure monitoring and some also record their medications on it. PWEs are encouraged to self-manage their condition, as this has been proven to improve quality of life and considers the priority of their care [8]. However, the features of existing apps vary from one another, making it difficult to recommend one that is most complete to fulfill the needs of PWEs. Self-management (SM) is generally defined as an individual’s ability to manage the symptoms, treatment, physical and psychosocial consequences, and lifestyle modifications necessary when living with a chronic disease [9]. SM is a dynamic process, which includes steps and decisions taken daily in response to living with a chronic condition [9]. In this process, patients are empowered for changing their health behavior via better knowledge about their disease and treatment, and by managing symptoms and physical/psychosocial consequences of the disease [10]. Patients need to rely on their self to manage their disorder daily [11]. The Institute of Medicine advocates the development of epilepsy self-management (eSM) programs to ensure the patients benefit from technologies such as computers and mobile devices [12]. Mobile health (mHealth) apps, including eSM apps, present daily companions of health data which help patients and health care professionals improve health outcomes [13] through constant monitoring of the patient’s status. mHealth apps play a major role among patients with chronic disease in managing their disorders [14]. According to one report, there were 325,000 mHealth apps on the market in 2017 [15]. There are about 165,000 mHealth apps in major app stores and most of these relate to management of diseases [16]. Many studies have found that mobile apps can assist patients with chronic condition [17]. Recently, a multitude of mHealth apps have been launched and shown to improve chronic disease care in patients with diabetes mellitus, hypertension, and other disorders [12,14,18]. The use of smartphone apps could be a promising strategy for seizure SM [14]. Nearly 94.4% of PWEs owned a smartphone; thus, it could be said that there is a positive attitude toward using epilepsy apps among PWEs [14]. This study aimed to perform a systematic review to identify the free eSM apps available in Apple App Store and Google Play app stores and to identify the domains covered by these eSM apps.

Methods

Study Overview

In this study we performed a systematic review of all apps that relate to PWEs and help these patients manage their disorder. We searched for eSM apps in both iOS (App Store) and Android (Google Play) app stores.

Research Questions

This study aimed to answer the following 3 questions: Research Question 1: What are the apps available to help in eSM? Research Question 2: What are the features of these apps? Research Question 3: What is the user rating of mobile apps related to eSM?

Inclusion Criteria

We performed a search of apps on Google Play and App Store using the keywords “epilepsy” or “seizures” from May to August 2018. The research was conducted in Malaysia; therefore, we included only Android and iOS apps, as only these are available in the country. Inclusion criteria for choosing mobile apps were as follows: available in English, can be freely downloaded, and intended for individuals with epilepsy, covering at least one of the 11 domains described by Escoffery et al [9], which include health care communication, social support, medication adherence, treatment management, seizure response, wellness, stress management, coping and stress management, seizure tracking, safety, and proactivity.

Exclusion Criteria

Apps with installation issues or in other languages were excluded.

Review Process

To assess the quality of the apps and risk of bias, we first read and reviewed the app’s description on the download page, to ascertain that the app fulfilled the inclusion or exclusion criteria. However, the app description alone is not enough to assess the app’s quality [19], and therefore all selected apps were downloaded for further analysis [19]. A user’s rating scale (score range 0-5) was used to determine the quality of the apps, with 5 indicating the best quality.

Results

Search Strategy and App Characteristics

A total of 382 mobile apps were found in the 2 app stores: 241 for Android and 141 for iOS. Apps that were not in English and not free were excluded (n=104), thus eventually 278 apps were downloaded for analysis. Next, we reviewed the description of each app to determine its features and purposes and excluded 235 apps, such as conference (meeting), games, and flashlights, which were not related to eSM. Eventually, 43 apps fulfilled our criteria covering 1 or more eSM domains described by [9], of which 11 were compatible with both Android and iOS. We included 32 eSM apps for further analysis; however, 10 of these apps were excluded because of installation issues or they were malfunctioning. Table 1 presents the reasons for excluding the 10 apps during the installing stage. Of the final 22 included for analysis, 6 (27%) run on iOS, 7 (32%) on Android, and 9 (41%) on both operating systems. A PRISMA flow diagram showing the app selection process is presented in Figure 1. All 22 apps enhance eSM; however, none of the apps indicated whether any of the stakeholders, such as physicians, pharmacists, and PWEs, had participated in the app development process.
Table 1

Epilepsy self-management apps with issues during the installation stage.

App nameOperating systemIssue
Total Epilepsy RecorderiOSError message
Seizure Sync Epilepsy LogiOSError message
Fable Epilepsy CharityiOSApp has been temporarily disabled by publisher
WaceaniOSError message
Epilepsy TraclAndroidThis is currently a work in progress
Seizure TrackerAndroidError message
Seizure Sync Epilepsy ManagerAndroidError message
Total EpilepsyAndroidInstallation issue
AlertAndroidInstallation issue
Dr. EpilepsyAndroidInstallation issue
Figure 1

PRISMA flow diagram.

Most apps are generally complicated and the PWEs has to learn how to enter their data on the app, thereby affecting the potential use of these apps. Patients with chronic diseases such as epilepsy need a user-friendly app. As it is imperative that the content and features of epilepsy support apps motivate and support PWEs to manage their illness, PWEs and HCPs should be given an opportunity to participate and collaborate in developing a mobile app for eSM. The home page for each app contains a brief description about the app to convince the users to download it. This is especially the case with paid apps [19]. However, some app descriptions do not reflect the actual features and functions of the app. None of the apps indicated on their home page whether they have managed to achieve their goals through acceptance by the users. There was also no statement about the participation of stakeholders while developing the apps. Epilepsy self-management apps with issues during the installation stage. PRISMA flow diagram.

User’s Rating

We used the apps’ home page to obtain the user ratings. Table 2 presents the average user rating for the apps.
Table 2

App user rating.

Name (app developer)Number of installationsAverage user ratingNumber of raters
Epilepsy Journal (Olly Tree Application)10,000+4.4176
Epilepsy Tool Kit (Epilepsy Society)10,000+3.979
EpiDiary (EpiDiary Irody, Inc.)10,000+3.5345
Young Epilepsy (Synergix Health Ltd.)5000+4.188
Seizure Log (Seizure Tracker LLC)5000+4.79
Simple Seizure (NAa)5000+4.4176
My Seizure Diary (Epilepsy Foundation)5000+2.252
Epilepsy Ireland Diary App (DXC Technology)1000+3.111
Seizure First Aide (Afixia LLC)1,000+3.412
Win Over Epilepsy (WOE) (Bee Mobile Pvt. Ltd.)500+4.619
Birdhouse – for Epilepsy (Birdhouse LLC)500+3.02
EpApp (PENNSW & The Sydney Children’s Hospitals Network)100+3.88
BioMark Health Epilepsy (NA)100+4.712
E-Action Info (The ImageFactory)100+4.002
E-Epilepsy Inclusion (The Hong Kong Society for Rehabilitation)100+4.97
ElFY Epilepsy (ELFY APP)10+5.002
Helpilepsy – Epilepsy Assistant & Diary (M4KEIT)500+4.88
Epilepsy Help (Dr. Bindu Menon Foundations)b4.816
Epilepsy Safe (Comalf)3.76
Epi & Me 2 (HandMe)0
M.E. (Epilepsy Foundation of New Jersey)0
SAMi3 Sleep Activity Monitor (HiPass Design LIC) 0

aNA: not available.

b—: Not applicable

The ratings shown in Table 2 also depict the popularity of certain apps, as rated by the users. An app is usually considered popular if the users are happy with it, which eventually provides an indication of its usefulness. App user rating. aNA: not available. b—: Not applicable

Domains of Self-Management

Apps analyzed covered a total of 11 domains. The common domains were seizure tracking and seizure response, followed by treatment management and medication adherence. Three apps (Epilepsy Journal, Epilepsy Tool Kit, and EpiDiary) were installed more than 10,000 times, with their features specifically focusing on a few domains (treatment management, medication adherence, health care communication, and seizure tracking). Two apps covered over 6 SM domains (Young Epilepsy and E-Epilepsy Inclusion); however, both had lower installation rates (5000+ and 100+, respectively). Apps available only in Google Play or both Google Play and App Store had higher installation rates than the those available in App Store only (n=6), which include Seizure First Aide, E-Epilepsy Inclusion, ElFY Epilepsy, Epi & Me 2, M.E., and SAMi3 Sleep Activity Monitor (Tables 2 and 3).
Table 3

Name of the apps identified in this study and their eSM features (n=22).

App name (developer)Operating systemSelf-management features
Epilepsy Journal (Olly Tree Application)AndroidHelps to track seizure frequency; identify the effectiveness of epilepsy treatments; and input data on symptoms related to epilepsy that help HCPs to adjust medication dose or change the medication
Epilepsy Tool Kit (Epilepsy Society)BothUses a new and interactive way by which it helps PWEs to manage their epilepsy
EpiDiary (EpiDiary Irody, Inc.)AndroidKeeps track of seizures, medicines, sleep, and how one feels daily
Young Epilepsy (Synergix Health Ltd.)BothUseful for young people with epilepsy and for parents or caregivers of a child who has epilepsy. Provides up-to-date information and has portal, video, and diary functionalities that help track seizures and manage symptoms
Seizure Log (Seizure Tracker LLC)BothRecords seizure attacks
Simple Seizure (NAa)AndroidUsed as a diary to manage epilepsy
My Seizure Diary (Epilepsy Foundation)BothEpilepsy management includes self-monitoring and tracking, managing medications, and communicating with health care providers
Epilepsy Ireland Diary App (DXC Technology)BothUsed to track and record seizures and also determine trigger factors
Seizure First Aide (Afixia LLC)iOSEducates about epilepsy
Win Over Epilepsy (WOE) (Bee Mobile Pvt. Ltd.)AndroidHelps to keep track of seizures, medicines, visits, etc.
Birdhouse – for Epilepsy (Birdhouse LLC)BothHelps to identify seizure triggers, manage a medication log, evaluate diets, and ensure the path to success
EpApp (PENNSW & The Sydney Children’s Hospitals Network)BothProvides information about epilepsy; also has a tool that supports self-management for PWEs and their parents
BioMark Health Epilepsy (NA)AndroidOffers multiple functionalities (eg, passive data collection, medication reminders, quantified self-data collection, and care-team management) to understand epilepsy better and achieve more peace of mind for caregivers
E-Action Info (The ImageFactory)BothTeaches and increases the knowledge on epilepsy in a fun and easy way
E-Epilepsy Inclusion (The Hong Kong Society for Rehabilitation)iOSAssists in enhancing epilepsy self-management; helps to communicate with health care providers; and educates the public about epilepsy
ElFY Epilepsy (ELFY APP)iOSTracks the right medication every day
Helpilepsy – Epilepsy Assistant & Diary (M4KEIT)BothAssists, tracks, and shares epilepsy records more easily and effectively
Epilepsy Help (Dr. Bindu Menon Foundations)AndroidHelps patients with epilepsy to organize and upload their medical data, keep medicine alarm and seizure alert, track appointment schedule, and know about epilepsy
Epilepsy Safe (Comalf)AndroidHelps to receive emergency aid from passersby in case of seizure attack in a public place
Epi & Me 2 (HandMe)iOSAssists in epilepsy management such as collecting and storing data on seizures, medication adherence, and life circumstances
M.E. (Epilepsy Foundation of New Jersey)iOSUseful for people with epilepsy and their families to manage their epilepsy
SAMi3 Sleep Activity Monitor (HiPass Design LIC)iOSMonitors the sleep activity of the patient for the caregiver and family members to carefully observe for any abnormal movement at night

aNA: not available.

Name of the apps identified in this study and their eSM features (n=22). aNA: not available.

Mobile App Description

This section describes the 22 apps which have been identified through this systematic review. Table 3 presents the name of the app and the self-management features included, while the eSM domain(s) they cover are listed in Table 4.
Table 4

App names and domains of self-management.

App nameTreatment managementMedication adherenceHealth care communicationSeizure trackingSeizure responseSafetyWellnessSocial supportCopingStress managementProactivityTotal domains
Epilepsy Journal 4
Epilepsy Tool Kit 6
My Seizure Diary 6
EpApp 4
Young Epilepsy 10
Helpilepsy – Epilepsy Assistant & Diary 4
EpiDiary 4
Simple Seizure 3
Epilepsy Help 6
BioMark Health Epilepsy 4
Epilepsy Ireland Diary App 3
Epilepsy Safe 5
Win Over Epilepsy (WOE) 6
Birdhouse – for Epilepsy 6
E-Action Info 6
E-Epilepsy Inclusion 9
ElFY Epilepsy 6
Seizure Log 4
Epi & Me 2 4
Seizure First Aide 3
M.E. 2
SAMi3 Sleep Activity Monitor 3
App names and domains of self-management.

Treatment Management

A total of 17/22 apps (77%; eg, Epilepsy Journal, Epilepsy Tool Kit, Young Epilepsy, Epilepsy Help, Epi & Me 2) help patients self-manage their treatment. The common features in these apps were a reminder for treatment, appointment, and recommendations and advice of HCPs that should be followed.

Medication Adherence

A total of 15 apps, such as the Epilepsy Journal, My Seizure Diary, Birdhouse – for Epilepsy, EpiDiary, BioMark Health Epilepsy, Win Over Epilepsy (WOE), ElFY Epilepsy, and Seizure Log, were found to have features related to medication adherence. These apps enabled PWEs to establish and record a medication list, including the number of repeats remaining, the personalized dose, how many days the supply would last, and an alert reminder. Moreover, they provide PWEs a chance to register their time of medication, type of medication received, and frequency of acquiring the medication with their medication photo attached.

Health Care Communication

The success of the patient-centered model depends on communication between HCPs and patients [20], which strengthens their relationship and facilitates better treatment. In our study, 16 apps (73%), such as E-Epilepsy Inclusion, Simple Seizure Diary, Epilepsy Tool Kit, and Epi & Me, covered health care communication. These apps allow the PWEs to send their reports to their HCPs through email or share it as an efile during an appointment. This feature helps patients, caregivers, and HCPs to establish a relationship, which is extremely important. In addition, some apps allow the patient and HCPs to monitor the side effects of epilepsy, such as depression, anxiety, unstable emotions, and sleep problems.

Seizure Tracking

Seizure tracking provides critical information that helps the health care professional to evaluate the medication and health treatment received by the patients. All the apps cover seizure tracking and provide the features of tracking, such as registration of seizure time, duration, type and frequency of seizure, seizure triggers, and video recordings of the seizure.

Seizure Response

In our study, 19 apps (86%), such as Young Epilepsy, Seizure First Aide, Help Epilepsy, Seizure Log, BioMark Health Epilepsy, Epilepsy Tool Kit, Epilepsy Ireland Diary App, and Epilepsy Safe, cover the domain of seizure response. These apps include features such as first-aid instructions on how one can help someone when they have a seizure and when to dial 999. A customized emergency SMS text message can be sent with a touch of a button during the aura stage or following a seizure. The user can automatically send an alert message (with GPS location) to his/her family through the Epilepsy Safe app.

Safety

Eight apps (36%), such as Birdhouse – for Epilepsy and E-Action Info, covered the safety domain, which relates to avoiding risks that are detrimental to PWEs. One app from the App Store provided information for patients regarding the course of action during a seizure attack.

Wellness

Three apps, namely, ElFY Epilepsy, Birdhouse – for Epilepsy, and Young Journal, covered the wellness domain (compatible with both iOS and Android) and provide the PWEs with some type of wellness-related information, such as diet and exercise. The Birdhouse – for Epilepsy app also tracks food consumption to help identify associations with seizure activity.

Social Support

Four apps, namely, My Seizure Diary, Young Epilepsy, Epilepsy Safe, and Win Over Epilepsy, covered the social support domain and contained some stories related to epilepsy. This domain includes sharing stories or experiences with PWEs and getting some advice regarding epilepsy.

Coping and Stress Management

Coping, stress management, and proactivity are less popular domains and are included in only 2 apps, namely, ElFY Epilepsy and Young Epilepsy. These cover topics on managing stress; doing something that reduces sadness; and encourage PWEs to continue hobbies, relaxation, or exercises that help prevent seizure.

Proactivity

Only 2 apps provided some information related to proactivity (Epilepsy Help and E-Epilepsy Inclusion), and included some advice that may avoid situations or things that might cause a seizure.

Discussion

Principal Findings

In this review, 22 SM apps for epilepsy were found. The apps with the highest installation frequency were Epilepsy Journal, Epilepsy Tool Kit, and EpiDiary (10,000+ for each), and these cover the 4 most important domains of eSM, namely, treatment management, medication adherence, health care communication, and seizure tracking. However, as nearly 50 million people are estimated to have epilepsy worldwide [1,2], these apps are underutilized. Monitoring seizure episodes assists in increasing the possibility of capturing seizures and tracking the evolution of the disease [21]. Using paper diaries to collect data related to patient’s symptoms is a challenging task. Thus, mobile apps have become a great tool that help PWEs to cope with and control their condition. These apps also aid PWEs to record their data and evaluate the effect of medication and treatment administered in consultation with their HCPs. A well-designed app provides a good opportunity for both PWEs and HCPs to manage epilepsy and select the best option together. Apps with the highest download/installation frequency reflect increased acceptability by users, despite covering less domains. Most of these apps focus on seizure tracking because this provides valuable information that helps in the management of the disease [21]. A high percentage (60%-70%) of patients can become seizure free when they promptly take the effective medication. Adherence is defined by the World Health Organization as “the extent to which a person’s behavior—taking medication, following a diet, and executing lifestyle changes—corresponds with the agreed recommendations from a HCP” [22]. However, finding an appropriate antiepileptic drug (AED) can be a long and challenging process because patients struggle to report their seizure frequency [23]. Providing seizure information remains critical to help neurologists in selecting the correct dose of AEDs for their patients; efficiency of AED in long-term treatments should also be evaluated [23]. Nonadherence is a critical issue for PWEs [24] and can lead to an increase in seizure frequency [25]. PWEs generally do not adhere to their medication, which negatively affects their situation [26]. Nonadherence to medications usually decreases the quality of treatment outcomes, maximizes the consultations and hospitalization, and increases the health care cost [27]. Despite the risks associated with not taking medications, 50% of the patients with a chronic condition fail to adhere to their treatment recommendations [22]. Adherence requires active involvement of the patient and a therapeutic alliance between the patient and his/her physician [28]. Therefore, most apps have features to support medication management. According to our review, most of the apps cover at least one or more domains of eSM, as recommended by the World Health Organization [4]. Each app has features that allow PWEs to self-manage epilepsy. However, not all the apps analyzed covered all 11 domains. Every app focused on different domains of eSM. The Young Epilepsy app is the only one that covered most (10 overall) eSM domains (user rating: 4.4), whereas the My Seizure Diary app covered only 6 domains and had the lowest user rating (2.2). Without effective management, PWEs will have poor quality of life, and so mHealth apps are considered promising tools that will assist and fill the gap in eSM. End users should be part of design and development stages of apps to increase the quality of apps and achieve the app’s intended goal(s).

Study Limitations

We only included English apps because this study aimed to review the current epilepsy apps from an international perspective, and not just from a Malaysian perspective. However, the apps were accessed through the Malaysian App Store and Google Play sites as stated in the “Methods” section. The research was conducted in Malaysia, and the apps that are available for iOS and Android in this country differ from those in the United States, while some are not available in our country, which possibly affects the overall analysis. The study included only free apps. Some with reasonable prices might be added to make the study more valuable. Many apps were excluded from the study because their languages were not English, although some of these have great features. Only Android- and iOS-compatible apps were targeted in this research. However, many related apps could be available for other mobile operating systems, such as BlackBerry or LiteOS (Huawei).

Conclusion and Future Work

A total of 22 apps were found to support different eSM domains; however, almost all of these were underutilized (ie, had less installation rate). Thus, to improve the efficacy and availability of these apps, we propose the following: (1) involve various stakeholders, such as physicians, pharmacists, and PWEs, during the development of mHealth apps; (2) assess the efficacy and acceptance of these apps objectively by performing a usability analysis; and (3) promote the apps so that they benefit more PWEs. Malaysia is a multiracial country which is dominated by 3 racial groups, namely, Malay, Indian, and Chinese. In the future, we will also analyze similar apps in local languages to ensure all important features are considered.
  25 in total

1.  Factors associated with medication adherence in patients with epilepsy and recommendations for improvement.

Authors:  Angelia M Paschal; Sarah E Rush; Toni Sadler
Journal:  Epilepsy Behav       Date:  2013-11-17       Impact factor: 2.937

Review 2.  Self-management interventions for epilepsy in people with intellectual disabilities: A scoping review.

Authors:  Michelle Dannenberg; Silvana E Mengoni; Bob Gates; Marie-Anne Durand
Journal:  Seizure       Date:  2016-07-01       Impact factor: 3.184

3.  Feasibility and acceptability of smartphone applications for seizure self-management in China: Questionnaire study among people with epilepsy.

Authors:  Xu Liu; Rui Wang; Dong Zhou; Zhen Hong
Journal:  Epilepsy Behav       Date:  2015-12-31       Impact factor: 2.937

4.  Self-management in epilepsy: Why and how you should incorporate self-management in your practice.

Authors:  Sandra L Helmers; Rosemarie Kobau; Martha Sajatovic; Barbara C Jobst; Michael Privitera; Orrin Devinsky; David Labiner; Cam Escoffery; Charles E Begley; Ross Shegog; Dilip Pandey; Robert T Fraser; Erica K Johnson; Nancy J Thompson; Keith J Horvath
Journal:  Epilepsy Behav       Date:  2017-02-12       Impact factor: 2.937

5.  Valuable features in mobile health apps for patients and consumers: content analysis of apps and user ratings.

Authors:  Martin F Mendiola; Miriam Kalnicki; Sarah Lindenauer
Journal:  JMIR Mhealth Uhealth       Date:  2015-05-13       Impact factor: 4.773

6.  User Preferences and Design Recommendations for an mHealth App to Promote Cystic Fibrosis Self-Management.

Authors:  Marisa E Hilliard; Amy Hahn; Alana K Ridge; Michelle N Eakin; Kristin A Riekert
Journal:  JMIR Mhealth Uhealth       Date:  2014-10-24       Impact factor: 4.773

7.  Automated Characterization of Mobile Health Apps' Features by Extracting Information From the Web: An Exploratory Study.

Authors:  Alessia Paglialonga; Massimo Schiavo; Enrico Gianluca Caiani
Journal:  Am J Audiol       Date:  2018-11-19       Impact factor: 1.493

Review 8.  Identification and assessment of adherence-enhancing interventions in studies assessing medication adherence through electronically compiled drug dosing histories: a systematic literature review and meta-analysis.

Authors:  Jenny Demonceau; Todd Ruppar; Paulus Kristanto; Dyfrig A Hughes; Emily Fargher; Przemyslaw Kardas; Sabina De Geest; Fabienne Dobbels; Pawel Lewek; John Urquhart; Bernard Vrijens
Journal:  Drugs       Date:  2013-05       Impact factor: 9.546

9.  The quality of life of people with epilepsy at a tertiary referral centre in Malaysia.

Authors:  Bachok Norsa'adah; Jiman Zainab; Aishah Knight
Journal:  Health Qual Life Outcomes       Date:  2013-08-23       Impact factor: 3.186

10.  A Framework to Assist Health Professionals in Recommending High-Quality Apps for Supporting Chronic Disease Self-Management: Illustrative Assessment of Type 2 Diabetes Apps.

Authors:  Kelli Hale; Sandra Capra; Judith Bauer
Journal:  JMIR Mhealth Uhealth       Date:  2015-09-14       Impact factor: 4.773

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