CardioFlu: A Digital Flu Intervention for People With Cardiovascular Conditions
Study Details
Study Description
Brief Summary
A 6-month prospective, digital randomized controlled trial targeting approximately 49,000 individuals to evaluate the effectiveness of an influenza vaccination intervention during influenza season for people with cardiovascular conditions
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: cardiovascular disorders digital intervention arm (CVD-I) Individuals with cardiovascular disease who receive a targeted digital intervention aimed at increasing influenza vaccination |
Other: Targeted digital intervention
Messages that provide informational content on the influenza vaccine (sourced from the Centers for Disease Control and Prevention and the American Heart Association), specific information about influenza and cardiovascular disorders, and behavioral prompts (e.g., reminders) surrounding influenza vaccination behaviors.
|
No Intervention: cardiovascular disorders without digital intervention arm Individuals with cardiovascular disease who receive no intervention |
Outcome Measures
Primary Outcome Measures
- Number of Participants With Self-reported Influenza Vaccination Status as Vaccinated [Up to 7 months]
To determine the effectiveness of a digital intervention designed to increase influenza vaccination rates in individuals with cardiovascular diagnoses (CV diagnoses) by examining differences in self-reported influenza vaccination rates between individuals with cardiovascular disease who receive a targeted digital intervention (CVD-I) aimed at increasing influenza vaccination and those with CV diagnoses who received no intervention (CVD-C) by the end of the study period.
Secondary Outcome Measures
- Number of Participants With Self-reported Influenza Vaccination Status as Vaccinated [Up to 7 months]
Differences in rates of self-reported influenza vaccination status after study start between individuals in the intervention group that completed different numbers of intervention messages (0 to 6 messages) over the course of the study
- Participant Completion Rate [Up to 7 months]
Differences in completion rates of specific intervention types by individuals in the group receiving the targeted intervention
- Self-Reported Influenza Vaccination Status Prediction [Up to 7 months]
Development of a logistic regression model to predict self-reported influenza vaccination status using vaccination predictors such as vaccine drivers/barriers, and vaccine knowledge.
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Age 18 years or older
-
Resides in the U.S.
-
Speaks, reads, and understands English
-
Has self-reported being diagnosed with any of the following cardiac conditions below in their Achievement profile:
-
Atrial Fibrillation or Afib
-
Abnormal or irregular heart rhythm, other arrhythmic heart disease
-
Cardiac arrest, or heart attack (myocardial infarction)
-
Coronary heart disease like a heart blockage, treated with medications, a stent in the heart, or sometimes bypass surgery-
-
Heart failure, like congestive heart failure
-
Stroke or cerebrovascular accident (CVA)
Exclusion Criteria:
- Participated in Step 1, Part 2 semi-structured interviews used to obtain feedback on the intervention messages
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Evidation Health | San Mateo | California | United States | 94401 |
Sponsors and Collaborators
- Evidation Health
- Sanofi Pasteur, a Sanofi Company
Investigators
- Principal Investigator: Nell Marshall, DrPh, Evidation Health
Study Documents (Full-Text)
More Information
Additional Information:
- CDC Seasonal Influenza Vaccine Effectiveness
- CDC Flu & Heart Disease and Stroke
- CDC FluVaxView Interactive, National Center for Immunization and Respiratory Diseases (NCIRD)
Publications
- Dale LP, White L, Mitchell M, Faulkner G. Smartphone app uses loyalty point incentives and push notifications to encourage influenza vaccine uptake. Vaccine. 2019 Jul 26;37(32):4594-4600. doi: 10.1016/j.vaccine.2018.04.018. Epub 2018 Apr 23.
- Dos Santos G, Tahrat H, Bekkat-Berkani R. Immunogenicity, safety, and effectiveness of seasonal influenza vaccination in patients with diabetes mellitus: A systematic review. Hum Vaccin Immunother. 2018;14(8):1853-1866. doi: 10.1080/21645515.2018.1446719. Epub 2018 Apr 9.
- Doyle JD, Chung JR, Kim SS, Gaglani M, Raiyani C, Zimmerman RK, Nowalk MP, Jackson ML, Jackson LA, Monto AS, Martin ET, Belongia EA, McLean HQ, Foust A, Sessions W, Berman L, Garten RJ, Barnes JR, Wentworth DE, Fry AM, Patel MM, Flannery B. Interim Estimates of 2018-19 Seasonal Influenza Vaccine Effectiveness - United States, February 2019. MMWR Morb Mortal Wkly Rep. 2019 Feb 15;68(6):135-139. doi: 10.15585/mmwr.mm6806a2.
- Frank L, Basch E, Selby JV; Patient-Centered Outcomes Research Institute. The PCORI perspective on patient-centered outcomes research. JAMA. 2014 Oct 15;312(15):1513-4. doi: 10.1001/jama.2014.11100.
- Healthy People 2020. (2019). Retrieved from https://www.healthypeople.gov/. from Healthy People 2020, United States Department of Health and Human Services, Office of Disease Prevention and Health Promotion, https://www.healthypeople.gov/
- Hurley LP, Beaty B, Lockhart S, Gurfinkel D, Breslin K, Dickinson M, Whittington MD, Roth H, Kempe A. RCT of Centralized Vaccine Reminder/Recall for Adults. Am J Prev Med. 2018 Aug;55(2):231-239. doi: 10.1016/j.amepre.2018.04.022. Epub 2018 Jun 15.
- Jackson ML, Chung JR, Jackson LA, Phillips CH, Benoit J, Monto AS, Martin ET, Belongia EA, McLean HQ, Gaglani M, Murthy K, Zimmerman R, Nowalk MP, Fry AM, Flannery B. Influenza Vaccine Effectiveness in the United States during the 2015-2016 Season. N Engl J Med. 2017 Aug 10;377(6):534-543. doi: 10.1056/NEJMoa1700153.
- Lee WN, Stück D, Konty K, Rivers C, Brown CR, Zbikowski SM, Foschini L. Large-scale influenza vaccination promotion on a mobile app platform: A randomized controlled trial. Vaccine. 2020 Apr 16;38(18):3508-3514. doi: 10.1016/j.vaccine.2019.11.053. Epub 2019 Nov 29.
- Molinari NA, Ortega-Sanchez IR, Messonnier ML, Thompson WW, Wortley PM, Weintraub E, Bridges CB. The annual impact of seasonal influenza in the US: measuring disease burden and costs. Vaccine. 2007 Jun 28;25(27):5086-96. Epub 2007 Apr 20.
- Nehme EK, Delphia M, Cha EM, Thomas M, Lakey D. Promoting Influenza Vaccination Among an ACA Health Plan Subscriber Population: A Randomized Trial. Am J Health Promot. 2019 Jul;33(6):916-920. doi: 10.1177/0890117118823157. Epub 2019 Jan 10.
- Rolfes MA, Flannery B, Chung JR, O'Halloran A, Garg S, Belongia EA, Gaglani M, Zimmerman RK, Jackson ML, Monto AS, Alden NB, Anderson E, Bennett NM, Billing L, Eckel S, Kirley PD, Lynfield R, Monroe ML, Spencer M, Spina N, Talbot HK, Thomas A, Torres SM, Yousey-Hindes K, Singleton JA, Patel M, Reed C, Fry AM; US Influenza Vaccine Effectiveness (Flu VE) Network, the Influenza Hospitalization Surveillance Network, and the Assessment Branch, Immunization Services Division, Centers for Disease Control and Prevention. Effects of Influenza Vaccination in the United States During the 2017-2018 Influenza Season. Clin Infect Dis. 2019 Nov 13;69(11):1845-1853. doi: 10.1093/cid/ciz075.
- Samson SI, Konty K, Lee WN, Quisel T, Foschini L, Kerr D, Liska J, Mills H, Hollingsworth R, Greenberg M, Beal AC. Quantifying the Impact of Influenza Among Persons With Type 2 Diabetes Mellitus: A New Approach to Determine Medical and Physical Activity Impact. J Diabetes Sci Technol. 2021 Jan;15(1):44-52. doi: 10.1177/1932296819883340. Epub 2019 Nov 20.
- Samson, S., Lee, J., Tai, C., & Foschini, L. (2020, September). Digital intervention is effective at increasing influenza vaccination in people living with diabetes. Poster presented at the European Association for the Science of Diabetes in Vienna, Austria - Conference to occur digitally 22-25 September, 2020 due to COVID-19.
- Zhong B. How to calculate sample size in randomized controlled trial? J Thorac Dis. 2009 Dec;1(1):51-4.
- 2020/08/14
Study Results
Participant Flow
Recruitment Details | A set of existing Achievement members who previously reported meeting the inclusion criteria were tagged for study inclusion. These participants were randomized using block randomization before being offered the opportunity to complete any study activities. Participants were sent offers via the Achievement platform to complete study activities. Participants could complete any number of survey activities. Completion of intervention activities was not required for enrollment for the CVD-I group. |
---|---|
Pre-assignment Detail |
Arm/Group Title | Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm |
---|---|---|
Arm/Group Description | Individuals with cardiovascular disease who receive a targeted digital intervention aimed at increasing influenza vaccination Targeted digital intervention: Messages that provide informational content on the influenza vaccine (sourced from the Centers for Disease Control and Prevention and the American Heart Association), specific information about influenza and cardiovascular disorders, and behavioral prompts (e.g., reminders) surrounding influenza vaccination behaviors. | Individuals with cardiovascular disease who receive no intervention |
Period Title: Overall Study | ||
STARTED | 24570 | 24568 |
COMPLETED | 5575 | 5662 |
NOT COMPLETED | 18995 | 18906 |
Baseline Characteristics
Arm/Group Title | Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm | Total |
---|---|---|---|
Arm/Group Description | Individuals with cardiovascular disease who receive a targeted digital intervention aimed at increasing influenza vaccination Targeted digital intervention: Messages that provide informational content on the influenza vaccine (sourced from the Centers for Disease Control and Prevention and the American Heart Association), specific information about influenza and cardiovascular disorders, and behavioral prompts (e.g., reminders) surrounding influenza vaccination behaviors. | Individuals with cardiovascular disease who receive no intervention | Total of all reporting groups |
Overall Participants | 5575 | 5662 | 11237 |
Age (years) [Mean (Standard Deviation) ] | |||
Mean (Standard Deviation) [years] |
45.0
(13.3)
|
44.9
(13.5)
|
44.95
(13.4)
|
Sex/Gender, Customized (Count of Participants) | |||
Woman |
4339
77.8%
|
4427
78.2%
|
8766
78%
|
Man |
1071
19.2%
|
1114
19.7%
|
2185
19.4%
|
Other |
169
3%
|
135
2.4%
|
304
2.7%
|
Race/Ethnicity, Customized (Count of Participants) | |||
American Indian or Alaskan Native |
155
2.8%
|
143
2.5%
|
298
2.7%
|
Asian |
250
4.5%
|
227
4%
|
477
4.2%
|
Black or African American |
388
7%
|
354
6.3%
|
742
6.6%
|
Hispanic, Latino, or Spanish |
319
5.7%
|
375
6.6%
|
694
6.2%
|
Middle Eastern or North African |
46
0.8%
|
50
0.9%
|
96
0.9%
|
Native Hawaiian or Other Pacific Islander |
45
0.8%
|
49
0.9%
|
94
0.8%
|
White |
4510
80.9%
|
4612
81.5%
|
9122
81.2%
|
Another race or ethnicity not listed here |
60
1.1%
|
64
1.1%
|
124
1.1%
|
I prefer not to answer |
187
3.4%
|
179
3.2%
|
366
3.3%
|
Has Health Insurance (Count of Participants) | |||
Yes |
4815
86.4%
|
4872
86%
|
9687
86.2%
|
No |
343
6.2%
|
368
6.5%
|
711
6.3%
|
I don't know / I'm not sure |
50
0.9%
|
53
0.9%
|
103
0.9%
|
I prefer not to answer |
42
0.8%
|
57
1%
|
99
0.9%
|
No response |
325
5.8%
|
312
5.5%
|
637
5.7%
|
Has a College Degree (Count of Participants) | |||
Count of Participants [Participants] |
3510
63%
|
3381
59.7%
|
6891
61.3%
|
Household Income ≥ 75,000 (Count of Participants) | |||
Count of Participants [Participants] |
1909
34.2%
|
1861
32.9%
|
3770
33.5%
|
Heart Conditions (participants) [Number] | |||
Arrhythmia |
2251
40.4%
|
2331
41.2%
|
4582
40.8%
|
Atrial fibrillation |
488
8.8%
|
496
8.8%
|
984
8.8%
|
Cardiac arrest |
112
2%
|
99
1.7%
|
211
1.9%
|
Heart attack |
385
6.9%
|
412
7.3%
|
797
7.1%
|
Heart failure |
332
6%
|
293
5.2%
|
625
5.6%
|
Coronary heart disease |
366
6.6%
|
356
6.3%
|
722
6.4%
|
Stroke or CVA |
433
7.8%
|
436
7.7%
|
869
7.7%
|
Other cardiovascular diseases |
539
9.7%
|
545
9.6%
|
1084
9.6%
|
None of the above diagnoses |
1798
32.3%
|
1844
32.6%
|
3642
32.4%
|
Outcome Measures
Title | Number of Participants With Self-reported Influenza Vaccination Status as Vaccinated |
---|---|
Description | To determine the effectiveness of a digital intervention designed to increase influenza vaccination rates in individuals with cardiovascular diagnoses (CV diagnoses) by examining differences in self-reported influenza vaccination rates between individuals with cardiovascular disease who receive a targeted digital intervention (CVD-I) aimed at increasing influenza vaccination and those with CV diagnoses who received no intervention (CVD-C) by the end of the study period. |
Time Frame | Up to 7 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm |
---|---|---|
Arm/Group Description | Individuals with cardiovascular disease who receive a targeted digital intervention aimed at increasing influenza vaccination Targeted digital intervention: Messages that provide informational content on the influenza vaccine (sourced from the Centers for Disease Control and Prevention and the American Heart Association), specific information about influenza and cardiovascular disorders, and behavioral prompts (e.g., reminders) surrounding influenza vaccination behaviors. | Individuals with cardiovascular disease who receive no intervention |
Measure Participants | 5575 | 5662 |
Count of Participants [Participants] |
3418
61.3%
|
3355
59.3%
|
Title | Number of Participants With Self-reported Influenza Vaccination Status as Vaccinated |
---|---|
Description | Differences in rates of self-reported influenza vaccination status after study start between individuals in the intervention group that completed different numbers of intervention messages (0 to 6 messages) over the course of the study |
Time Frame | Up to 7 months |
Outcome Measure Data
Analysis Population Description |
---|
This population consists of all individuals who are in the intervention arm and who have responded to the 3-month or 6-month survey. |
Arm/Group Title | Participants Who Reported Influenza Vaccine After Completing 0 Interventions | Participants Who Reported Influenza Vaccine After Completing 1 Intervention | Participants Who Reported Influenza Vaccine After Completing 2 Interventions | Participants Who Reported Influenza Vaccine After Completing 3 Interventions | Participants Who Reported Influenza Vaccine After Completing 4 Interventions | Participants Who Reported Influenza Vaccine After Completing 5 Interventions | Participants Who Reported Influenza Vaccine After Completing 6 Interventions |
---|---|---|---|---|---|---|---|
Arm/Group Description | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 0 Intervention Messages Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 1 Intervention Message Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 2 Intervention Messages Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 3 Intervention Messages Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 4 Intervention Messages Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 5 Intervention Messages Through Study Close | Participants who Self-reported Influenza Vaccination After Study Start after interacting With 6 Intervention Messages Through Study Close |
Measure Participants | 424 | 354 | 392 | 455 | 592 | 837 | 2476 |
Count of Participants [Participants] |
211
3.8%
|
184
3.2%
|
245
2.2%
|
276
NaN
|
355
NaN
|
510
NaN
|
1612
NaN
|
Title | Participant Completion Rate |
---|---|
Description | Differences in completion rates of specific intervention types by individuals in the group receiving the targeted intervention |
Time Frame | Up to 7 months |
Outcome Measure Data
Analysis Population Description |
---|
Participants in the intervention arm who received and responded to either the 3 or 6 month survey. |
Arm/Group Title | Completion Rate of Educational Videos | Completion Rate of Knowledge Quiz | Completion Rate of Cost Article | Completion Rate of CDC Heart-Focused Article | Completion Rate of Location Finder | Completion Rate of Date Setter |
---|---|---|---|---|---|---|
Arm/Group Description | Percentage of Participants that Completed the Intervention "Educational Videos" | Percentage of Participants that Completed the Intervention "Knowledge Quiz" | Percentage of Participants that Completed the Intervention "Cost Article" | Percentage of Participants that Completed the Intervention "CDC Heart-Focused Article" | Percentage of Participants that Completed the Intervention "Location Finder" | Percentage of Participants that Completed the Intervention "Date Setter" |
Measure Participants | 5531 | 5531 | 5531 | 5531 | 5531 | 5531 |
Count of Participants [Participants] |
3789
68%
|
4216
74.5%
|
4243
37.8%
|
4283
NaN
|
3740
NaN
|
3682
NaN
|
Title | Self-Reported Influenza Vaccination Status Prediction |
---|---|
Description | Development of a logistic regression model to predict self-reported influenza vaccination status using vaccination predictors such as vaccine drivers/barriers, and vaccine knowledge. |
Time Frame | Up to 7 months |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Influenza Vaccine Offered | High Risk Group Informed | Sees Primary Care Physician | Hospitalized | Sees Cardiologist |
---|---|---|---|---|---|
Arm/Group Description | The health behavior "Influenza Vaccine Offered" as a predictor of influenza vaccination | The health behavior "High Risk Group Informed" as a predictor of influenza vaccination | The health behavior "Sees Primary Care Physician" as a predictor of influenza vaccination | The health behavior "Hospitalized" as a predictor of influenza vaccination | The health behavior "Sees Cardiologist" as a predictor of influenza vaccination |
Measure Participants | 11237 | 11237 | 11237 | 11237 | 11237 |
Mean (95% Confidence Interval) [Odds ratio of influenza vaccination] |
11.2
|
2.37
|
1.9
|
1.89
|
1.63
|
Adverse Events
Time Frame | Up to 7 months | |||
---|---|---|---|---|
Adverse Event Reporting Description | Adverse Events were not collected or assessed as part of this study. | |||
Arm/Group Title | Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm | ||
Arm/Group Description | Individuals with cardiovascular disease who receive a targeted digital intervention aimed at increasing influenza vaccination Targeted digital intervention: Messages that provide informational content on the influenza vaccine (sourced from the Centers for Disease Control and Prevention and the American Heart Association), specific information about influenza and cardiovascular disorders, and behavioral prompts (e.g., reminders) surrounding influenza vaccination behaviors. | Individuals with cardiovascular disease who receive no intervention | ||
All Cause Mortality |
||||
Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) | 0/0 (NaN) | ||
Serious Adverse Events |
||||
Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) | 0/0 (NaN) | ||
Other (Not Including Serious) Adverse Events |
||||
Cardiovascular Disorders Digital Intervention Arm (CVD-I) | Cardiovascular Disorders Without Digital Intervention Arm | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) | 0/0 (NaN) |
Limitations/Caveats
More Information
Certain Agreements
Principal Investigators are NOT employed by the organization sponsoring the study.
There is NOT an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | Director, Enterprise Research Design |
---|---|
Organization | Evidation Health |
Phone | 650-389-9550 |
results@evidation.com |
- 2020/08/14