eFHS Messaging Trial
Messaging Intervention Trial in the Electronic Framingham Heart Study (eFHS)
In this research the investigators will develop and test an innovative scalable mobile health and digital cardiovascular monitoring system within a longitudinal deeply characterized cohort with three components: 1) smartphone application (app) designed to promote adherence, integrate digital and mHealth information, and facilitate communication with participants and researchers; 2) smartwatch activity monitoring using the Apple iWatch; and 3) home blood pressure (BP) monitoring using the Withings blood pressure device.
The objective of the messaging trial is to test the effect of messaging strategies on improving participants' long-term use of and engagement with our selected mobile health technologies and on increasing response rate of survey data collection.
Studieoversigt
Status
Betingelser
Detaljeret beskrivelse
The research design includes a cohort eFHS Study and an embedded randomized factorial trial on a subset of the cohort.
For the primary e-cohort, the investigators will build a custom mobile app for use within the Framingham Heart Study (FHS) to digitally collect data, compare it against research clinic-collected data, quantify risk factor burden, and perform CVD risk prediction. The app development will focus on 1) CVD risk factor data that would benefit from more frequent ascertainment than the every four to eight year FHS examination cycles; 2) circumstances where in vivo assessment may be superior to clinic-based assessment; 3) key endpoints of the FHS that are considered FHS landmarks. In addition to the eFHS App, participants will be offered wireless devices (Withings BP) to measure blood pressure and an Apple Watch to measure heart rate and steps per day.
For the messaging trial, the investigators will conduct a randomized factorial trial phase to test the effect of messaging strategies. Participants will be sent a weekly notification through the eFHS app. Participants will be randomly allocated to one of 8 groups defined according to the following: using personalized reminder messaging vs. standard neutral messaging; notification sent on a weekday vs. weekend; notification sent in the morning vs. the evening. The three main comparisons will be simultaneously evaluated according to a 2x2x2 factorial design.
Undersøgelsestype
Tilmelding (Faktiske)
Fase
- Ikke anvendelig
Kontakter og lokationer
Studiesteder
-
-
Massachusetts
-
Boston, Massachusetts, Forenede Stater, 02118
- Framingham Heart Study
-
-
Deltagelseskriterier
Berettigelseskriterier
Aldre berettiget til at studere
Tager imod sunde frivillige
Køn, der er berettiget til at studere
Beskrivelse
Inclusion Criteria for the eFHS study:
- Participants of the FHS Third Generation, Omni Group 2, and New Offspring Spouse Cohorts attending the in-person examination 3 with access to a smartphone or home internet access and English speaking/reading.
Specifically for the RCT substudy (re: engagement with select mobile health technologies):
- English-speaking individual
- Owns an iPhone with compatible iOS (version 9 or higher);
- Residence in the United States
- Provision of permissions for notifications and data sharing with the Research Center
- Provision of signed and dated informed consent
Exclusion Criteria:
- Participants who do not meet the inclusion criteria
Studieplan
Hvordan er undersøgelsen tilrettelagt?
Design detaljer
- Primært formål: Forebyggelse
- Tildeling: Randomiseret
- Interventionel model: Faktoriel opgave
- Maskning: Enkelt
Våben og indgreb
Deltagergruppe / Arm |
Intervention / Behandling |
|---|---|
|
Eksperimentel: Weekday am personalized notices
Participants in this arm receive personalized weekday am notices on Wednesday at 7am.
|
The personalized notices take into account if data were received over the previous week, and accordingly encourages the participant to use the device and send her data, or encourages the participant to continue using the device and sending data.
A library of personalized notices with alternative motivational content was developed.
Each time a notification is sent, it will be drawn at random from the library.
notifications sent at 7 am.
notifications sent on Wednesday
|
|
Eksperimentel: Weekday pm personalized notices
Participants in this arm receive a personalized weekday pm notices on Wednesday at 7pm.
|
The personalized notices take into account if data were received over the previous week, and accordingly encourages the participant to use the device and send her data, or encourages the participant to continue using the device and sending data.
A library of personalized notices with alternative motivational content was developed.
Each time a notification is sent, it will be drawn at random from the library.
notifications sent on Wednesday
notifications sent at 7 pm.
|
|
Eksperimentel: Weekend am personalized notices
Participants in this arm receive a personalized weekend am notices on Saturday at 7am.
|
The personalized notices take into account if data were received over the previous week, and accordingly encourages the participant to use the device and send her data, or encourages the participant to continue using the device and sending data.
A library of personalized notices with alternative motivational content was developed.
Each time a notification is sent, it will be drawn at random from the library.
notifications sent at 7 am.
notifications sent on Saturday
|
|
Eksperimentel: Weekend pm personalized notices
Participants in this arm receive personalized pm notices on Saturday at 7pm.
|
The personalized notices take into account if data were received over the previous week, and accordingly encourages the participant to use the device and send her data, or encourages the participant to continue using the device and sending data.
A library of personalized notices with alternative motivational content was developed.
Each time a notification is sent, it will be drawn at random from the library.
notifications sent at 7 pm.
notifications sent on Saturday
|
|
Eksperimentel: Weekday am standard notices
Participants in this arm receive standard weekday notices on Wednesday at 7am.
|
notifications sent at 7 am.
notifications sent on Wednesday
The standard notices which are neutral and invite participants to wear the watch daily and to measure their blood pressure weekly.
|
|
Eksperimentel: Weekday pm standard notices
Participants in this arm receive standard weekday notices on Wednesday at 7pm
|
notifications sent on Wednesday
notifications sent at 7 pm.
The standard notices which are neutral and invite participants to wear the watch daily and to measure their blood pressure weekly.
|
|
Eksperimentel: Weekend am standard notices
Participants in this arm receive standard weekend notices on Saturday at 7am
|
notifications sent at 7 am.
notifications sent on Saturday
The standard notices which are neutral and invite participants to wear the watch daily and to measure their blood pressure weekly.
|
|
Eksperimentel: Weekend pm standard notices
Participants in this arm receive standard weekend notices on Saturday at 7pm
|
notifications sent at 7 pm.
notifications sent on Saturday
The standard notices which are neutral and invite participants to wear the watch daily and to measure their blood pressure weekly.
|
Hvad måler undersøgelsen?
Primære resultatmål
Resultatmål |
Foranstaltningsbeskrivelse |
Tidsramme |
|---|---|---|
|
Adherence at 3 months to the weekly BP recording
Tidsramme: 3 months
|
proportion of participants who submit their weekly blood pressure measurement at 3 months
|
3 months
|
|
Adherence at 3 months to the weekly HR recording
Tidsramme: 3 months
|
proportion of participants who submit their weekly heart rate measurement at 3 months
|
3 months
|
Sekundære resultatmål
Resultatmål |
Foranstaltningsbeskrivelse |
Tidsramme |
|---|---|---|
|
Adherence at one month to the weekly BP recording
Tidsramme: 1 month
|
proportion of participants who submit their weekly blood pressure measurement at 1 month
|
1 month
|
|
Adherence at one month to the weekly HR recording
Tidsramme: 1 month
|
proportion of participants who submit their weekly heart rate measurement at 1 month
|
1 month
|
Andre resultatmål
Resultatmål |
Foranstaltningsbeskrivelse |
Tidsramme |
|---|---|---|
|
Adherence to survey response
Tidsramme: 3 months
|
proportion of participants who complete the eFHS survey at 3 months
|
3 months
|
|
Adherence at 6 months to the weekly BP recording
Tidsramme: 6 months
|
Comparison between the groups receiving personalized notices to the groups receiving standard notices
|
6 months
|
|
Adherence at 6 months to the weekly HR recording
Tidsramme: 6 months
|
Comparison between the groups receiving personalized notices to the groups receiving standard notices
|
6 months
|
|
Adherence at 6 months to survey response
Tidsramme: 6 months
|
Comparison between the groups receiving personalized notices to the groups receiving standard notices
|
6 months
|
Samarbejdspartnere og efterforskere
Sponsor
Samarbejdspartnere
Efterforskere
- Ledende efterforsker: Joanne Murabito, MD ScM, Framingham Heart Study
Datoer for undersøgelser
Studer store datoer
Studiestart (Faktiske)
Primær færdiggørelse (Faktiske)
Studieafslutning (Faktiske)
Datoer for studieregistrering
Først indsendt
Først indsendt, der opfyldte QC-kriterier
Først opslået (Faktiske)
Opdateringer af undersøgelsesjournaler
Sidste opdatering sendt (Faktiske)
Sidste opdatering indsendt, der opfyldte kvalitetskontrolkriterier
Sidst verificeret
Mere information
Begreber relateret til denne undersøgelse
Nøgleord
Yderligere relevante MeSH-vilkår
Andre undersøgelses-id-numre
- H-36586
- 74624 (Andet bevillings-/finansieringsnummer: Robert Wood Johnson Foundation)
Plan for individuelle deltagerdata (IPD)
Planlægger du at dele individuelle deltagerdata (IPD)?
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