# \#be:average **URL:** https://forum.avicennaresearch.com/tag/be-average/14.md [Latest](https://forum.avicennaresearch.com/latest.md) · [Categories](https://forum.avicennaresearch.com/categories.md) · [Tags](https://forum.avicennaresearch.com/tags.md) --- ## [Improve recurring triggering logics](https://forum.avicennaresearch.com/t/improve-recurring-triggering-logics/1586)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [August 17, 2026, 4:03pm UTC](https://forum.avicennaresearch.com/t/improve-recurring-triggering-logics/1586 "2026-08-17T16:03:55Z")
As a researcher, I want more options for recurring schedules (e.g., monthly), so that activities trigger on the days that fit my study design. Add options such as triggering on the 3rd day of each month, on specific day… --- ## [Add a test page so researchers can use the platform as participants](https://forum.avicennaresearch.com/t/add-a-test-page-so-researchers-can-use-the-platform-as-participants/1585)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [August 17, 2026, 4:00pm UTC](https://forum.avicennaresearch.com/t/add-a-test-page-so-researchers-can-use-the-platform-as-participants/1585 "2026-08-17T16:00:55Z")
As a researcher, I want to use the platform as a participant in the researcher dashboard with my existing account, so that I can test studies without creating separate participant accounts. This avoids account conflicts… --- ## [Check wearable data integrity and re-fetch them if necessary](https://forum.avicennaresearch.com/t/check-wearable-data-integrity-and-re-fetch-them-if-necessary/1580)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [August 17, 2026, 3:38pm UTC](https://forum.avicennaresearch.com/t/check-wearable-data-integrity-and-re-fetch-them-if-necessary/1580 "2026-08-17T15:38:38Z")
As a researcher, I want to be sure my participants’ wearable data is complete, so that data loss is detected and fixed automatically. Check wearable data integrity and re-fetch if necessary — an automatic fix; the data … --- ## [Revisit/improve PII](https://forum.avicennaresearch.com/t/revisit-improve-pii/1578)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [August 12, 2026, 5:52pm UTC](https://forum.avicennaresearch.com/t/revisit-improve-pii/1578 "2026-08-12T17:52:45Z")
Internal Notes - To be filled with Avicenna staff: Category: Study - Participation Internal IDs: Epic/Task: OP-3450, OP-8497, OP-2499 --- ## [Trigger an Activity Based on Sensor Data](https://forum.avicennaresearch.com/t/trigger-an-activity-based-on-sensor-data/1424)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [October 20, 2025, 11:32am UTC](https://forum.avicennaresearch.com/t/trigger-an-activity-based-on-sensor-data/1424 "2025-10-20T11:32:58Z")
As a researcher, I want to trigger an activity based on the participant’s collected sensor data, so that I can assess real-time responses and behaviors, ensure timely interventions, and gather more accurate data for anal… --- ## [Prompt Notifications Based on Sensor Data](https://forum.avicennaresearch.com/t/prompt-notifications-based-on-sensor-data/1425)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [October 20, 2025, 11:52am UTC](https://forum.avicennaresearch.com/t/prompt-notifications-based-on-sensor-data/1425 "2025-10-20T11:52:51Z")
As a researcher, I want to prompt notifications to the participant based on their collected sensor data, so that I can encourage immediate engagement or feedback, enhance the participant’s awareness of their own behavior… --- ## [Data Source Record Counts in Kibana](https://forum.avicennaresearch.com/t/data-source-record-counts-in-kibana/1422)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [October 19, 2025, 11:54am UTC](https://forum.avicennaresearch.com/t/data-source-record-counts-in-kibana/1422 "2025-10-19T11:54:37Z")
As a researcher, I want to visualize/monitor the data source record counts, so that I can understand the state of compliance quickly. Category: Data Sources Internal IDs: Ticket # Z-35827 --- ## [Export Data with API](https://forum.avicennaresearch.com/t/export-data-with-api/1406)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [September 29, 2025, 7:13am UTC](https://forum.avicennaresearch.com/t/export-data-with-api/1406 "2025-09-29T07:13:52Z")
As a researcher, I want to access and utilize API calls for exporting study data, so I can efficiently manage and analyze our research outcomes. Probably, to be covered/done with/after OpenAPI Compatible APIs. Categor… --- ## [Gap between randomly-scheduled sessions](https://forum.avicennaresearch.com/t/gap-between-randomly-scheduled-sessions/1357)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [July 26, 2025, 10:25am UTC](https://forum.avicennaresearch.com/t/gap-between-randomly-scheduled-sessions/1357 "2025-07-26T10:25:42Z")
As a researcher, I want to be able to pseudo-randomly trigger the activities with at least a X-minute/hour gap between sessions, so that I can ensure participants have enough time to complete the sessions and they don’t … --- ## ['All Participant Data Export' Option](https://forum.avicennaresearch.com/t/all-participant-data-export-option/1325)
**Author:** [@k.wislocki](https://forum.avicennaresearch.com/u/k.wislocki)\ **Replies:** 0\ **Last updated:** [July 21, 2025, 4:54pm UTC](https://forum.avicennaresearch.com/t/all-participant-data-export-option/1325 "2025-07-21T16:54:34Z")
Currently, users must export data per data collection stream for each participant. It would be ideal for users to be able to download a zip file containing all participant study data, rather than exporting stream by stre… --- ## [Define and enforce status for each study](https://forum.avicennaresearch.com/t/define-and-enforce-status-for-each-study/992)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:43pm UTC](https://forum.avicennaresearch.com/t/define-and-enforce-status-for-each-study/992 "2025-05-21T21:43:51Z")
A research study often is in one of the following states: Study design and implementation Field deployment and data collection Data analysis In each face, certain features are more important. For example, ability to d… --- ## [Improved App Usage data in Android](https://forum.avicennaresearch.com/t/improved-app-usage-data-in-android/1102)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:58pm UTC](https://forum.avicennaresearch.com/t/improved-app-usage-data-in-android/1102 "2025-05-21T21:58:41Z")
ET-7545 Category: DS - Mobile Sensors --- ## [Trigger activity as a follow up to another activity](https://forum.avicennaresearch.com/t/trigger-activity-as-a-follow-up-to-another-activity/1099)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/trigger-activity-as-a-follow-up-to-another-activity/1099 "2025-05-21T21:54:26Z")
As a researcher, I like to configure my activity to be prompted relative to another activity. For example, one hour after the first activity is completed, or cancelled, or expired. I should be able to use criteria to op… --- ## [Mutli-Arm Study](https://forum.avicennaresearch.com/t/mutli-arm-study/1097)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/mutli-arm-study/1097 "2025-05-21T21:54:20Z")
Our current approach for Multiarm can be improved a lot. We can offer first-class UI options for such studies, rather than the current method of “custom configuration” or other workarounds. Having such implementation al… --- ## [Enroll participants without installing app or creating account](https://forum.avicennaresearch.com/t/enroll-participants-without-installing-app-or-creating-account/1096)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/enroll-participants-without-installing-app-or-creating-account/1096 "2025-05-21T21:54:17Z")
As a researcher, I want to enroll participants in my study, without having to ask them to install an app or create an account. The follow should be as below: I should be able to invite a participant to my study using … --- ## [Avicenna MCP Server + Chatbot](https://forum.avicennaresearch.com/t/avicenna-mcp-server-chatbot/1095)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/avicenna-mcp-server-chatbot/1095 "2025-05-21T21:54:14Z")
Allow Avicenna to work as an MCP server. Existing epic: OP-8334 Dependency: OpenAPI Compatible APIs --- ## ["Reason for Change" in Survey Response History](https://forum.avicennaresearch.com/t/reason-for-change-in-survey-response-history/1093)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/reason-for-change-in-survey-response-history/1093 "2025-05-21T21:54:08Z")
Existing epic: OP-9026 --- ## [Light Sync](https://forum.avicennaresearch.com/t/light-sync/1088)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:53pm UTC](https://forum.avicennaresearch.com/t/light-sync/1088 "2025-05-21T21:53:54Z")
Introduce a lightweight method for mobile clients to sync with the webserver, and ensure all their data is up to date. Existing epic/task: OP-2535, OP-1861 --- ## [Variable counters in the data export](https://forum.avicennaresearch.com/t/variable-counters-in-the-data-export/1083)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:53pm UTC](https://forum.avicennaresearch.com/t/variable-counters-in-the-data-export/1083 "2025-05-21T21:53:39Z")
As a researcher, I want to be able to extract the following information per participant, and include them in the data export: Counter for assessment day (1-28) Counter for assessment number within the day (1-3) Counter… --- ## [Participants' session stats in percentage](https://forum.avicennaresearch.com/t/participants-session-stats-in-percentage/1082)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:53pm UTC](https://forum.avicennaresearch.com/t/participants-session-stats-in-percentage/1082 "2025-05-21T21:53:36Z")
As a researcher, I want to see the participants’ session stats in percentage, so I can understand their engagement better. This will be affected by query engine. Also, session stats should be synced with the Activity S… --- ## [Better SMS Monitoring](https://forum.avicennaresearch.com/t/better-sms-monitoring/1074)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:53pm UTC](https://forum.avicennaresearch.com/t/better-sms-monitoring/1074 "2025-05-21T21:53:12Z")
SMS messages cost us some money. We need a better reporting show many messages are sent, per participant, and how much the cost of them has been. Maybe, it should be done beside our License Management. Also: (Maybe) … --- ## [Archive instead of Delete](https://forum.avicennaresearch.com/t/archive-instead-of-delete/1063)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/archive-instead-of-delete/1063 "2025-05-21T21:52:38Z")
GCP and Part 11 Requirement No participant data must be deletable after the study status changes to Production; they can still be archived. Archived participants will not get exported nor influence the study in any way,… --- ## [Notification Status Improvement](https://forum.avicennaresearch.com/t/notification-status-improvement/1059)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/notification-status-improvement/1059 "2025-05-21T21:52:27Z")
The question is, why do we need the status of “notifications” while we have medium statuses? Especially the “Sending” status is vague. Managing the notifications statuses based on the medium statuses is hard and gets ha… --- ## [More filtering options for notifications](https://forum.avicennaresearch.com/t/more-filtering-options-for-notifications/1058)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/more-filtering-options-for-notifications/1058 "2025-05-21T21:52:24Z")
Notifications must be filterable by the devices of the recipients and the activities that their NT is linked to. Also, add sorting options to the notifications menu, at least by scheduled date (a search would help even … --- ## [Auto-login without entering password for activity sessions](https://forum.avicennaresearch.com/t/auto-login-without-entering-password-for-activity-sessions/1056)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/auto-login-without-entering-password-for-activity-sessions/1056 "2025-05-21T21:52:18Z")
As a participant, when I receive an email notification to complete my survey, I don’t want to login first. I want to be able to click on the link, and go straight into the survey session that I have to respond to (probab… --- ## [Auth Security V2](https://forum.avicennaresearch.com/t/auth-security-v2/1053)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/auth-security-v2/1053 "2025-05-21T21:52:08Z")
The researcher must be able to turn this feature on for themselves. Check the used passwords in a predefined period in the past upon resetting their password. This can be an option to be toggled for each researcher by t… --- ## [Include Fitbit Health Metrics](https://forum.avicennaresearch.com/t/include-fitbit-health-metrics/1052)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/include-fitbit-health-metrics/1052 "2025-05-21T21:52:03Z")
Integrating Fitbit “Health Metrics” as follows: Daily Heart Rate Variability, Daily Respiratory Rate Summary, Heart Rate Variability details, Respiratory Rate Summary Oxygen Saturation (SpO2): Daily SpO2, Minute SpO2 S… --- ## [Use Draft Survey Info in Other Activity Editors](https://forum.avicennaresearch.com/t/use-draft-survey-info-in-other-activity-editors/1047)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:51pm UTC](https://forum.avicennaresearch.com/t/use-draft-survey-info-in-other-activity-editors/1047 "2025-05-21T21:51:48Z")
Right now, activity editors reference only the published version of other surveys (e.g. when an activity is being set, or a placeholder is being defined). It will be useful to allow researchers to select questions for c… --- ## [Better Timezone Management](https://forum.avicennaresearch.com/t/better-timezone-management/1037)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:51pm UTC](https://forum.avicennaresearch.com/t/better-timezone-management/1037 "2025-05-21T21:51:16Z")
Avicenna should store all Time Zone changes for all participants, either by embedding the TZ in the stored date/time values, or having it in audit logs and then, when the data is being read by researchers/participants, c… --- ## [Allow exporting notifications](https://forum.avicennaresearch.com/t/allow-exporting-notifications/1033)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:51pm UTC](https://forum.avicennaresearch.com/t/allow-exporting-notifications/1033 "2025-05-21T21:51:04Z")
As a researcher, I need to export the notifications, so that I can perform further analysis on them. Will be done as part of the Query Engine. Comments: OP-14008 Category: Study - Notifications [Next page](https://forum.avicennaresearch.com/tag/be-average/14.md?match_all_tags=true&page=1&tags%5B%5D=be%3Aaverage)