Mobile phone based sensing software

|+

!Name

!Creator

!Latest release

!Latest release date

!Software license

!Open source

!Programming language

!Data backend

|Intel

|v1.0-beta2 (Windows Mobile); v1.8 (Android)

|March 18, 2016 (Android)

|{{proprietary|Intel EULA}}

|Intel Discontinued this product

|Android: Java; Windows Mobile: C#

|{{Depends|Flexible}}

|m-Path (KU Leuven)

|2.8.0 (iOS and Android)

|July 4 2023

|proprietary

|No

|App: Flutter (Dart), Dashboard: PHP, JavaScript

|MySQL

|[https://www.digitalpsych.org/ Division of Digital Psychiatry @ Beth Israel Deaconess Medical Center]

|v2.0

|August 27, 2020

|BSD-3

|Yes

|TypeScript, Python, R, Swift, Kotlin

|Flexible (noSQL)

|Illumivu Inc

|{{Unknown}}

|{{Unknown}}

|{{proprietary|Proprietary}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|Metricwire Inc

|{{Unknown}}

|{{Unknown}}

|{{proprietary|Proprietary}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|Movisens GmbH

|1.1.1

|January 5, 2017

|{{free|Apache License 2.0}}

|{{Partial}}

|Java, Kotlin

|{{Unknown}}

|University of Bonn spin-off [https://murmuras.com Murmuras] (based on the [https://menthal.org Menthal project])

|2.2.1

|August 24, 2020

|{{proprietary|Proprietary}}

|{{No}}

|Android: Java, Kotlin; Web: Python, R, JavaScript

|PostgreSQL

|Audacious Software

|{{Coming soon}}

|Summer 2017

|{{free|Apache License 2.0}}

|{{Yes}}

|iOS: Objective-C, Android: Java, Web: JavaScript/Python/HTML

|SQLite

|Psychological Technologies (PSYT Ltd)

|2.1

|June 2017

|{{Proprietary}}

|{{No}}

|Native iOS (Objective-C), native Android (Java), JavaScript

|Hosted (backed by PostgreSQL)

|King's College and Janssen Pharmaceutica NV

|2.0.3-beta (dashboard); 0.1-alpha.2 (Android)

|June 23, 2017 (dashboard); April 13, 2017 (Android)

|{{free|Apache License 2.0}}

|{{Yes}}

|Android: Java, Web: Typescript

|MongoDB

|LifeData LLC

|{{Unknown}}

|{{Unknown}}

|{{proprietary|Proprietary}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|Cornell Tech's Small Data Lab and open mHealth

|1.1.1

|November 18, 2016

|{{free|Apache License 2.0}}

|{{Yes}}

|Java

|{{Depends|SQLite, but can also use Sage Bridge to build own backend}}

|Unforgettable Research Services

|0.9.6 (Android)

|December 5, 2017

|{{proprietary|Proprietary}}

|{{No}}

|Java, Python, JavaScript

|Amazon Web Services

|+Target audience

!Name

!Developers

!Researchers

!Individuals

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|+Supported OS

!Name

!Android

!iOS

!Windows mobile

!Nokia

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|+Installation requirements

!Name

!Server platform (operating system or web)

!Web server required

|Web

|{{Partial|Aware provides both a server hosted by them or the ability to host dashboard on own server}}

|Web

|{{Partial|System back-end, web server, data storage on AWS}}

|Web

|{{Yes}}

|Web / Windows / Mac

|{{Depends|Depends on application}}

|Web

|{{Partial|Data storage on AWS}}

|Web

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|Web

|{{Depends|Depends on configuration}}

|Web

|{{Yes}}

|Web

|{{Partial|Not required. m-Path is hosted on KU Leuven servers}}

|Web

|{{Depends|Depends on application}}

|Web

|{{Partial|Illumivu provides a web server for a fee}}

|Web

|{{Partial|Metricwire provides web server for a fee}}

|{{Unknown}}

|{{Unknown}}

|Web

|{{Partial|Not required. Server hosted in ISO 27001 certified, German Data Center}}

|Web

|{{Partial|Not required. Own hardware servers colocated in Germany.}}

|{{Unknown}}

|{{Unknown}}

|Web

|{{Partial|Not required. Server is hosted by Psyt}}

|Web

|{{Yes}}

|Frontend dashboard app

|{{Yes}}

|Web

|{{Partial| LifeData provides a web server for a fee}}

|Web server

|{{Yes}}

|Web server

|{{Yes}}

|Web server

|{{Depends|Depends on application}}

|Web server

|{{Yes}}

|Web

|{{Partial|Web server on Amazon EC2, Data storage on Amazon S3, Cloudsearch}}

|+Supported sensors and data

!Name

!Accelerometer

!Barometer

!Battery

!Bluetooth

!ECG

!Gravity

!Gyroscope

!Light

!Magnetometer

!Wifi

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|colspan=10 {{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Yes}}

|{{Yes|Yes, iOS only}}

|{{Yes}}

|{{Yes|Yes, Android only}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes|Yes, Android only}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|+Supported sensors and data

!Name

!Linear accelerometer

!Location

!Audio

!Pressure sensor

!Proximity

!Rotation

!Surveys

!Temperature

!Network reachability

|colspan=9 {{Yes-No|External sensors}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|{{Yes|Yes, only on iOS}}

|{{Yes}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|{{Yes}}

|{{No}}

|{{Yes}}

|{{No}}

|{{No}}

|+Behavioral studies features

!Name

!How does data get from phone to database?

!Can surveys be triggered by phone sensors?

!Can surveys be triggered remotely by investigator?

!Can sensor data config. be remotely changed?

!Can platform monitor data gaps and alert investigator?

!Does platform support running scripts on phone?

|Sensor data is uploaded to an AWARE Server instance (hosted or self-hosted) when online (WiFi only or any available connection)

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|Wifi or cellular{{Cite web|url=http://wiki.beiwe.org/wiki/|title=Beiwe Wiki|website=wiki.beiwe.org|language=en|access-date=2018-01-19}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Depends|Depends on implementation}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|Sensor data is uploaded to AWS when connected to Wifi or Mobile Data.

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Unknown}}

|Remote server connection

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Wifi

|{{Yes|Yes, by using the trigger library}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|(1) manual export or Android file transfer service, (2) manual transfer from device's memory card, (3) setting up server and configure funf to upload data to server.

|{{No}}

|{{No}}

|{{Yes}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|Sensor data is regularly uploaded to m-Path servers when Wi-Fi is available

|{{No}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{No}}

|WiFi and Cellular Data

|{{Depends|Depends on implementation}}

|{{Yes}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Cell or Wifi. Online and Offline

|{{Yes}}

|{{No}}

|{{Yes}}

|{{Yes}}

|{{No}}

|WiFi or cellular.

|{{Yes}}

|{{Yes}}

|{{Yes}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|{{No}}

|Hosted data store; automatic over-the-air background pload

|{{Yes}}

|{{Yes-No|In development}}

|{{Yes}}

|{{Yes}}

|{{Yes}}

|Sensor data and user provided information is securely transmitted to custom data warehouses

|{{Yes}}

|{{Unknown}}

|{{Yes}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Wi-fi or cellular

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|Wi-fi or cellular

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|Wi-fi or cellular

|{{No}}

|{{Yes}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|+Supported features

!Name

!Relative drain on battery

!Methods of managing battery life

|Overall battery impact on average: 19.7mA when sensing only; 24.7mA when storing locally; and 138mA when connected to server

|Built-in location algorithm that minimizes battery drain. Also uses event based sampling, opportunistic analysis and scheduled synching to reduce battery consumption

|Internal testing of Beiwe did not result in significant battery drain

|Battery drain depends entirely on data collection settings

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Rates of battery drainage are affected by which sensors are activated. The EARS Android app drains around 0.38% of the battery of a Samsung Galaxy 7 every hour of collection on all sensors. On newer devices or devices with fewer sensors, a smaller percentage is drained every hour.

|Battery drain depends entirely on data collection settings

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|To extend battery life, Emotionsense offloads computations to a remote server

|{{Unknown}}

|nonspecified type of "Battery optimization"

|Battery impact depends on selected data to collect. Location data has high impact, gyroscope is low.

|Battery drain can be optimized by being specific in data selection.

|Minor battery drain, approximately 0.5% per hour depending on device and collection settings.

|Battery drain depends entirely on data collection settings

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Continues location tracking results in 4 days of battery life

|Special algorithms maintain a low battery usage

|Testing of Murmuras did not result in significant battery drain.

|Battery drain depends entirely on data collection settings.

|{{Unknown}}

|{{Unknown}}

|5–6 hours of autonomy

|None

|Varies with sensor implementation

|No drain when backgrounded on iOS

|The battery drain (in seconds per %) of old uploader plugin was 211 seconds; after introducing a new uploader, the battery drain was 584 seconds

|In 2014 purplerobot introduced optimizations that increased battery life 176%

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|{{Depends|Depends on implementation}}

|Battery performance was measured on an iPhone 5S running iOS 9.2 and the battery had the following duration performance: idle (51hrs), accelerometer (31hrs), gyroscope (28hrs), magnetometer (34hrs), device motion (21hrs), location (18hrs)

|{{unknown}}

|Battery performance was assessed on participants' own devices. Average battery life was 21.3 hours when app was not scanning and 18.8 hours when GPS, Bluetooth and battery data was collected every 5 minutes

|{{unknown}}

|+Software maintenance and support features

!Name

!Online documentation available

!User's forum / technical support

!How actively is software maintained?

!User base

!Support for bugs and updates

!Location of source code (GitHub, SourceForge, Bitbucket, Launchpad)?

!Funding source

|{{Yes}}

|Slack, 503 users as of Oct 29, 2019

|Android client: actively maintained (Denzil Ferreira); iOS client: actively maintained (Yuuki Nishiyama)

|Used in 2722 studies across institutions worldwide.

|Slack and GitHub Issue tracking actively used.

|GitHub

|Academy of Finland; Tekes; EU (Marie Curie Actions)

|{{Yes}}

|Slack

|6 iOS releases, 14 Android releases

|Beiwe is currently used in 25 studies, primarily at various Harvard Medical School teaching hospitals

|{{Yes}}

|GitHub

|NIH Director's New Innovator Award

|{{No}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Intel, Nokia, NSF, DHS

|{{Yes}}

|Intel Context sensing SDK developer's forum at Intel.com

|{{Unknown}}

|{{Unknown}}

|From May 18, 2016, to July 3, 2017, there were two issues posted the developers forum, one of then had 2 replies from intel and the other one had one reply from intel staff

|Intel's Context Sensing SDK's download page

|Intel

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|GitHub

|{{Unknown}}

|{{Yes}}

|Developers Forum at Google Groups

|The sensor manager for Android had 0 commits from the week of July 10, 2016 to July 3, 2017. The Android sensor data manager had 0 commits from the week of July 10, 2016 to July 3, 2017. The iOS survey manager had 0 commits from the week of July 10, 2016 to July 3, 2017. The iOS sensor manager has 0 commits from the week of July 10, 2016 to July 3, 2017.

|33 topics at their Google Group's developers forum. From July 3, 2016, to July 3, 2017, there were 5 topics opened, for a total of 11 posts. The forum seems to have gone silent since March 2017.

|The developers forum seems to have gone silent since March 2017 and no issues have been raised in the GitHub page in the last year (July 3, 2016 to July 3, 2017).

|GitHub

|EPSRC (funding expired in 2015)

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|NSF

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Elevate Ventures

|{{Yes}}

|Developer's forum at Google Groups

|Funf open sensing framework Android library and 0 commits from week of July 10, 2016 to July 3, 2017. The processing data scripts repository had 0 commits from week of July 10, 2016 to July 3, 2017.

|The Funf developers google group has 338 members and a total of 229 topics, the large majority of which were started before the last year (July 3, 2016 to July 3, 2017).

|A total of 60 issues were reported on the Funf open sensing framework at GitHub, 52 of which were resolved. No issues have been reported in the last year (July 3, 2016 to July 3, 2017).

|GitHub

|The Knight Foundation, Google

|{{Yes}}

|Reddit, /r/mpath actively maintained by developers

|In constant development, monthly updates

|38,000 App users worldwide

|Reddit and e-mail support

|Not publicly available

|KU Leuven

|{{Yes}}

|{{Yes}}

|Frequent updates, highly maintained.

|Used by hundreds of patients in studies around the world, including Harvard teaching hospitals.

|{{Yes}}

|[https://github.com/BIDMCDigitalPsychiatry/ GitHub]

|Public

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|DARPA

|{{Yes}}

|Technical Support

|Highly maintained. Every Android update is prepared. ~ Quarterly Updates.{{Cite web | url=https://www.movisens.com/de/category/movisensxs/ | title=MovisensXS Archives - movisens GmbH| date=3 October 2022}}

|~1700 Researchers. ~6000 Studies

|Intercom 24/7 Chat support and Email.

|{{No|Not available}}

|Private

|{{No}}

|Technical Support

|Frequent updates, highly maintained.

|{{Unknown}}

|Email and Phone support depending on contract.

|Private

|Commercial

|{{Pending|Coming soon}}

|{{No| No users or developers forum}}

|In the Passive data kit for Android there have been 64 commits from the week of July 10, 2016 to July 3, 2017. In the passive data kit for iOS there have been 19 commits from the week of July 10, 2016 to July 3, 2017. In the passive data kit online server there have been 75 commits from the week of July 10, 2016 to July 3, 2017

|{{Unknown}}

|{{Unknown}}

|GitHub

|Private

|{{No}}

|{{No|None}}

|{{No|Not available}}

|{{No|Not available}}

|{{No|Not available}}

|SourceForge

|EU funding expired 2013

|{{No}}

|{{Yes|Email support group}}

|>1500 commits per year

|Eight research projects, over 100,000 research participants

|Fully supported under contract (for iOS and whitelisted Android devices)

|Private

|Commercial

|{{Yes}}

|{{No|No users or developers forum available}}

|There has been 0 commits from the week of July 10, 2016 to July 3, 2017.

|Purple robot has been forked 20 times and it has 7 contributors and 35 branches

|There are 44 issues open and 225 resolved. None of the reported issues has been within the last year (July 3, 2016 to July 3, 2017)

|GitHub

|{{Unknown}}

|{{No}}

|{{No|No users or developers forum available}}

|The questionnaire mobile application code had 111 commits from the week of July 10, 2016 to July 3, 2017 (4 contributors). The dashboard source code had 290 commits from the week of July 10, 2016 to July 3, 2017 (4 contributors). The functionality for Android passive plugins had 372 commits from the week of July 10, 2016 to July 3, 2017 (6 contributors). The phone sensor plugin for passive remote monitoring app had 301 commits from the week of July 10, 2016 to July 3, 2017 (6 contributors). The android app source code had 139 commits from the week of July 10, 2016 to July 3, 2017 (5 contributors).

|The repositories contained within Radar-CNS GitHub's account have been forked 20 times, which might be an indicator of the user/developer base

|Questionnaire source code has a total of 13 open issues and 13 closed issues. The dashboard source code has a total of 25 open issues and 11 issues closed. The functionality for Android passive plugins has a total of 6 issues open and 3 closed. The phone sensor plugin has 0 total issues. The android app code has 13 issues open and 14 closed.

|GitHub

|Horizon 2020 and EFPIA

|{{Yes}}

|{{Yes-No|Help center}}

|{{No|Not available}}

|{{No|Not available}}

|{{No|Not available}}

|{{No|Not available}}

|Private

|{{Yes}}

|{{Yes|Developers Forum at Apple Developer Forums}}

|200 commits from the week of July 10, 2016 to July 2, 2017 (96 contributors).

|6 topics related to Researchkit within the developers forum, all of them opened within the last year (July 2016 to July 2017).

|72 issues open and 362 closed (about a third of those issues occurred within the last year).

|GitHub

|Apple

|{{Yes}}

|{{Yes|Developers Forum at Google Groups}}

|14 commits from the week of July 10, 2016 to July 2, 2017 (14 contributors)

|32 topics in the developers forum, 11 of those topics updated within the last year (July 3, 2016 to July 2, 2017).

|52 issues open and 78 closed. About a third of those issues occurred within the last year (July 2016 to July 2017).

|GitHub

|Robert Wood Johnson Foundation

|{{Yes}}

|{{No|No users or developers forum available}}

|Sensingkit for iOS source code had 282 commits from the week of July 10, 2016 to July 2, 2017 (1 contributor).Sensingkit for Android had no commits from the week of July 10, 2016 to July 2, 2017 (1 contributor). Sensingkit server platform had no commits from the week of July 10, 2016 to July 2, 2017 (1 contributor)

|15 forks total in Sensingkit for Android, iOS and server

|There was a total of 3 issues open and 6 closed in iOS, Android and server repositories combines, all of the issues occurred within the last year (July 3, 2016 to July 2, 2017).

|GitHub

|UK Defence Science and Technology Laboratory

|{{No}}

|{{No}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Private

|National Health and Medical Research Council

|+Security and privacy

!Name

!Database encryption?

!Secure data transfer?

|{{Yes|Locally protected by application signature and permission; enabled remotely by MySQL server deployment}}

|{{Yes|SHA-256 with a 2048-bit long RSA strong encryption key or encrypted with any SSL certificate}}

|{{Yes|All data on phones, on the server, and in-transit use industry-standard encryption techniques. Data on phones and server are encrypted using 2048 bit RSA encryption and AES}}

|{{Yes|SSL Encrypted connection}}

|{{Unknown}}

|{{Unknown}}

|{{Yes-No|Not provided but can be accomplished using other APIs}}

|{{Yes-No|Not provided but can be accomplished using other APIs}}

|{{Yes|AES public-private key pairing on device + AWS encryption}}

|{{Yes|TLS (1.2 or greater) Encrypted connection}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|Encryption is used but was unable to obtain more details

|Encryption is used but was unable to obtain more details

|{{Yes|RSA}}

|{{Depends|Depends on type of transfer but data is encoded using RSA}}

|{{Yes|KU Leuven standard data protection protocols are followed/>}}

|{{Yes|TLS}}

|{{Yes|AES public-private key pairing on device + AWS encryption}}

|{{Yes|TLS (1.2 or greater) Encrypted connection}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Unknown}}

|{{Yes|AES, public-private key pairing}}

|{{Yes|SSL encrypted connection}}

|{{Yes|AES, public-private key pairing}}

|{{Yes|SSL encrypted connection}}

|{{Yes-No|Locally protected by application signature and permission.}}

|{{Yes|TLS/SSL with Certificate pinning{{Cite web|last=|first=|date=|title=Certificate and Public Key Pinning|url=https://owasp.org/www-community/controls/Certificate_and_Public_Key_Pinning|archive-url=|archive-date=|access-date=|website=}}}}

|{{Unknown}}

|{{Yes|SSL}}

|{{Unknown}}

|{{Unknown}}

|{{Yes|On device (varies by platform) and back-end (Amazon Web Services RDS Postgres encrypted database)}}

|{{Yes|Qualys A+ rated TLS}}

|{{Unknown}}

|{{Yes|SSL}}

|{{Yes-No|Encryption not provided yet}}

|{{Yes-No|Encryption not provided yet}}

|{{Yes|AES 256 bit encryption}}

|{{Yes|Web app to server transmission: synchronous and asynchroonus SSL encryption; mobile app to server transmission: encoded using Base64 and encrypted using AES 256 bit encryption prior to transmission}}

|{{Yes-No|Not provided, thus it is the responsibility of the developer}}

|{{Yes-No|Encrypted communication between app and server not provided}}

|{{Yes|AES}}

|{{Yes-No|Can use Sage Bridge}}

|{{Yes-No|Not provided, thus it is the responsibility of the developer}}

|{{Yes-No|Not provided, thus it is the responsibility of the developer}}

|{{Unknown}}

|{{Unknown}}

|+Cost of each platform and dependencies

!Name

!Cost

|{{Free}}

|{{Free}}

|{{Unknown}}

|{{Free}}

|{{Nonfree}}

|{{Unknown}}

|{{Nonfree}}

|{{Free}}

|{{Free}}

|{{Nonfree}}

|{{Free}}

|{{Nonfree}}

|{{Nonfree|By quote}}

|{{Unknown}}

|{{Free|Free for students}}

|{{Free|Free for students}}

|{{Free}}

|{{Free}}

|{{Nonfree}}

|{{Free}}

|{{Free}}

|{{Nonfree}}

|{{Free}}

|{{Free}}

|{{Free}}

|{{Unknown}}