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Dashboard Activated Services and Tele-Health for Heart Failure

Dashboard Activated Services and Tele-Health for Heart Failure

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT05001165
Acronym
DASH-HF
Enrollment
300
Registered
2021-08-11
Start date
2021-09-17
Completion date
2022-06-16
Last updated
2024-11-14

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Heart Failure With Reduced Ejection Fraction

Keywords

heart failure, proactive outpatient management, learning health system, panel management, medical optimization

Brief summary

The Dashboard Activated Services and tele-Health for Heart Failure (DASH-HF) study is a pragmatic randomized controlled trial of a quality improvement (QI) intervention of a prospective panel management intervention to optimize medical treatment for Veterans with heart failure with reduced ejection fraction (HFrEF) compared to the receipt of usual VA health care services over a 6-month period of observation. The study will incorporate the existing VA Academic Detailing Heart Failure Dashboard (ADHFD) to target actionable patients with gaps in performance measures for guideline-directed medical therapies (GDMT). Patients with HFrEF are optimally managed by cardiovascular specialty clinics. Typically, patients are referred to cardiology or heart failure (HF) clinics from primary care, emergency department, or post-hospitalization clinicians and scheduled into clinic grids. These patients may be lost to follow-up or clinicians may miss opportunities to optimize GDMT for HFrEF. GDMT includes Class I indicated medications from the following classes: beta blockers (BB), angiotensin-converting enzyme inhibitor (ACE), angiotensin II receptor blockers (ARB), angiotensin receptor neprilysin inhibitor (ARNI), mineralocorticoid receptor antagonist (MRA), sodium-glucose cotransporter-2 inhibitor (SGLT2i). The intervention is designed around a novel prospective panel management clinic led by clinicians or clinical pharmacists using impromptu patient telephone calls or electronic communications with existing responsible clinicians.

Detailed description

This is a randomized, pragmatic QI study designed to evaluate the effectiveness of proactive panel management to close gaps in evidence-based care for patients with HFrEF. The investigators will use the VA's ADHFD to generate a list of actionable patients with HFrEF and left ventricular ejection fraction (LVEF) ≤ 35%. After identifying a cohort of HFrEF patients from the ADHFD, the investigators will randomize individual patients on the actionable list to usual VA care or a novel proactive panel management clinic. Clinicians will be trained on how to use the dashboard information to identify opportunities for optimization based on detailed chart review. The proactive panel management intervention will use clinicians to perform an electronic chart review and call patients impromptu at their discretion to evaluate HFrEF management and opportunities to optimize GDMT. Each panel management clinic is staffed by a single cardiovascular clinician or trainee with cardiology (PI) supervision. All patients will receive chart review or telehealth notes brought to the attention of primary care and cardiology clinicians. Patients randomized to the intervention will only receive one chart review during a half-day panel management clinic with follow-up of any laboratory results or diagnostic tests as required and referral to HF or general cardiology clinic as deemed appropriate. The control arm consists of the usual delivery of health services with routine scheduled appointments for primary care or cardiology. Outcomes will be assessed at 6-months from the last patient to receive the intervention. The study is powered to detect superiority of the intervention compared to usual care in optimizing GDMT for HFrEF. Treatment assignment is based on 1:1 randomization using fixed blocks (size=6) to assure an equivalent number of patients randomized to the intervention and usual care. Patients are randomized after a list of 300 actionable patients are generated from the ADHFD. Study participant numbers will be assigned to the list of patients sorted by optimization scores in Excel. The supervising statistician (AA) will generate concealed randomization assignments by participant identification numbers. The randomization assignments will be merged with baseline study dataset and exported as password protected Excel and PDF documents. Study investigators will divide the intervention arm into lists of 10 to 15 per half-day clinic. Patients not receiving chart review or phone call attempts will be reassigned to future panel management clinics until all patients receive the intervention. Patients that did not answer phone calls will receive chart review notes for primary care and cardiology clinicians and not be reassigned to future panel management clinics. Study participants do not require informed consent as determined by the VA IRB review. Patients will receive all accepted standards of care and medications approved by the Food and Drug Administration for HFrEF indications. The VA Subcommittee for Research and Safety found an absence of any declared research-laboratory-based biohazards and granted exemption from continued review. The study will evaluate the effectiveness of the QI intervention, telephone/telemedicine panel management clinics, to more rapidly implement evidence-based care for patients with HFrEF. Patients in the usual care arm will be unaware they are part of the control group for the RCT. Intervention patients nor study staff are blinded to usual care or intervention assignments. Patients that receive the intervention will be informed this is a pilot quality improvement effort with informal consent before proceeding to the clinical interventions. Intervention patients may refuse to participate after being contacted by phone in the intervention. Study enrollment is based on the inclusion and exclusion criteria used to filter the ADHFD list. A list of actionable patients with HFrEF will be exported for randomization. The GDMT optimization score will be automated for each patient on the extracted list (Table 1). A sample of 300 patients will be selected with the lowest GDMT composite scores. Once the final sample of the study is determined, patients will be randomized to usual care or the intervention. Intervention patients will be divided into smaller lists of 10 to 15 patients. These smaller lists will be assigned to proactive panel management clinics. Clinicians staffing the intervention clinics will review ADHFD data, review the electronic health record (EHR) and decide whether to proceed to evaluate and recommend treatment over the phone to patients directly. If clinicians did not have sufficient time to review all patients on their clinic list, they will be redistributed to future intervention clinics. Intervention clinics will be held until each patient assigned the intervention has a chart review or attempted telephone contact. A failure to contact a patient will trigger a letter to a patient or electronic communication to their primary care or cardiology clinician. Prior to each ADHFD telehealth clinic (half-day clinic lasting 4 to 4.5 hours), clinicians will be sent a secure email that will include a password-protected Excel document of 15 patients with exported clinical summary data from the ADHFD. Clinicians will be instructed to chart-review patients and decide if an opportunity exists to further optimize the receipt of GDMT. Clinicians will also be given a document providing guidance on the sequence of GDMT optimization based on latest guidelines and VA policies (Supplement S1 GDMT Guidance Document). If a patient does not qualify for further optimization (i.e. chart documentation of prior intolerance, patient preference), a short note in the electronic health record (EHR) will document the chart review and inform the primary care clinician that based on chart review, no opportunity currently exists but they may consider further GDMT titration in the future. If a patient appears to have an opportunity for further titration, the clinician is encouraged to call the patient to see if they are available to discuss their HF care. If the patient agrees, a telehealth visit will take place over phone or switch to video. A formal telehealth cardiology visit will occur at the time of care. If the patient is interested but does not have time for a visit, a brief telephone note will be placed and a request for a future cardiology clinic visit will be requested. If a formal telehealth visit occurs, clinicians will be asked to inquire about key details around medication titration (Supplement S2 Interview Guide). The data from chart review and interviews will be documented on a password-protected Excel document (Supplement S3 Clinician Documentation Form). Any medication addition or titration will have indicated laboratory labs ordered per usual care. Lastly, clinicians will also be asked to administer a short survey with each participant based on a template at the end of the call proactive phone call (Supplement S2 Interview guide). Primary care and regular cardiology clinicians will be notified of any changes in medication management in the EHR. The study's lead (BZ, AV) will be available by phone to answer questions or problems that arise during the clinic. Supervision of patient encounters by clinical pharmacists, medical trainees, or advanced practice nurse practitioners and study protocols will be BZ as the licensed and boarded general cardiologist.

Interventions

OTHERProactive Panel Management Clinics for HFrEF

Novel clinic based on review of panel HFrEF data and impromptu telephone or video patient contacts/visits.

Sponsors

VA Greater Los Angeles Healthcare System
Lead SponsorFED

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
HEALTH_SERVICES_RESEARCH
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* Facility: Greater Los Angeles, CA * Division: West LA VAMC * Patient is eighteen years of age or older * Patients has a primary diagnosis of HFrEF (last documented LVEF ≤35% per ADHFD algorithms) * Patient has an estimated GFR greater than or equal to 30 mL/min * Patient has a last documented potassium less than 5 * Patient has a last documented systolic blood pressure over 90 mm Hg * Patient lacks at least one active prescription of a beta-blocker, ACE/ARB/ARNI, MRA, or SGLT2i * There are no upcoming heart failure or primary care appointments in the upcoming 2 weeks.

Exclusion criteria

● Patient is currently hospitalized at WLA

Design outcomes

Primary

MeasureTime frameDescription
Optimization Potential Score6-months after all patients receive the interventionChange in composite score created for reaching target doses of guideline-directed medical therapies for HFrEF compared between treatment arms at the end of the study. Optimization Potential Scores ranges from 0 (least optimized) to 10 (full-optimized).

Secondary

MeasureTime frameDescription
Change in the Number of Patients Receiving MRA6-months after all patients receive the interventionNumber of patients that receive an active prescription for mineralocorticoid receptor antagonist (MRA) compared between treatment arms at the end of the study.
Change in Number of Patients Receiving ARNI6-months after all patients receive the interventionNumber of patients that receive an active prescription for angiotensin receptor neprilysin inhibitor (ARNI) compared between treatment arms at the end of the study. .
Change in Number of Patients Receiving SGLT2i6-months after all patients receive the interventionNumber of patients that receive an active prescription for sodium-glucose cotransporter-2 inhibitor (SGLT2i) compared between treatment arms at the end of the study. .
Total Number of Hospitalizations6-monthsTotal number of any cause hospitalizations compared between treatment arms at the end of the study.
Change in Total Deaths6-monthsTotal number of all-cause deaths compared between treatment arms at the end of the study.
Change in Number of Patient Receiving ACE/ARB/ARNI6-months after all patients receive the interventionNumber of patients that receive an active prescription for angiotensin-converting enzyme inhibitor (ACE), angiotensin II receptor blockers (ARB), or angiotensin receptor neprilysin inhibitor (ARNI) compared between treatment arms at the end of the study.
Change in the Number of Patients Receiving Beta-blockers6-months after all patients receive the interventionNumber of patients that receive an active prescription for beta-blockers compared between treatment arms at the end of the study.

Other

MeasureTime frameDescription
Clinician Time Per PatientAfter intervention delivery (post-baseline). Within 1 month of the intervention on average.This is estimated only for the intervention arm. Control patients did not receive the intervention so no time was spent per patient to compare. Clinician time spent per patient from opening chart to end of patient-specific intervention and documentation.
Average Number of Orders Placed Per ClinicAfter intervention clinic delivered - on average within one month of randomization.1. Average medication adjustments (stop, start, titration) per half-day clinic 2. Average laboratory tests ordered per half-day clinic 3. Average imaging/diagnostic procedures ordered per half-day clinic 4. Average of referrals for consults/device therapy per half-day clinic
Qualitative Analysis of Patient SatisfactionAt the end of the successful telehealth intervention. On average within one month of randomization.For only patients that received the intervention, we perform an informal survey of patient feelings about the telehealth intervention scaled from a range of 0 to 10 for satisfaction at the end of the visit. Zero represents no satisfaction with the intervention and 10 being complete satisfaction with the intervention. Control patients do not receive a survey question, since they did not receive the intervention.
Average Number of Patients Contacted Per Half-day ClinicAfter intervention is delivered (post-baseline) - on average within 1 month of randomization.Average number of patients reviewed or contacted per half-day clinic to understand health services efficiency

Countries

United States

Participant flow

Recruitment details

Included patients were those over the age of 18 years, with a primary diagnosis of HFrEF with a last documented left ventricular ejection fraction ≤35%, an estimated eGFR ≥30 mL/minuter, and optimization potential score (OPS) of less than or equal to 5 out of 10, and no general cardiology or HF appointments in the upcoming 2 weeks. Exclusion criteria included if the dashboard indicated that the patient was currently hospitalized at the GLA VA.

Participants by arm

ArmCount
Proactive Telehealth-based Clinics
The intervention included telehealth-based clinics, or DASH-HF clinics, for the target population. The clinics were led by clinicians (board-certified cardiologist, advanced HF cardiologist, nurse practitioner, cardiology fellow, advanced HF fellows \[2\], internal medicine resident and clinical pharmacists \[2\]). Clinicians staffing the clinic were provided a list of 10 to 15 intervention patients and worked at their own pace. The clinicians reviewed dashboard data and EHR and decided whether to proceed with a telehealth encounter. If the clinician did not have sufficient time to review all patients assigned to that day's clinic, the remaining patients were redistributed to future clinics. Patients who did not answer phone calls received mailed patient letters to encourage cardiology follow-up. Patients that were not able to be contacted were not reassigned to future panel management clinics. DASH-HF clinics were held until all subjects assigned to the intervention group had a chart review or attempted telephone contact.
150
Usual Care
Patients with the VA Greater Los Angeles that received primary care or cardiovascular care as routinely scheduled.
150
Total300

Baseline characteristics

CharacteristicUsual CareTotalProactive Telehealth-based Clinics
Age, Continuous72.1 Years
STANDARD_DEVIATION 10.6
71.6 Years
STANDARD_DEVIATION 11.1
71.1 Years
STANDARD_DEVIATION 11.5
Race (NIH/OMB)
American Indian or Alaska Native
1 Participants1 Participants0 Participants
Race (NIH/OMB)
Asian
2 Participants7 Participants5 Participants
Race (NIH/OMB)
Black or African American
43 Participants92 Participants49 Participants
Race (NIH/OMB)
More than one race
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
2 Participants4 Participants2 Participants
Race (NIH/OMB)
Unknown or Not Reported
20 Participants40 Participants20 Participants
Race (NIH/OMB)
White
82 Participants156 Participants74 Participants
Sex: Female, Male
Female
2 Participants4 Participants2 Participants
Sex: Female, Male
Male
148 Participants296 Participants148 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
17 / 15024 / 150
other
Total, other adverse events
0 / 1500 / 150
serious
Total, serious adverse events
43 / 15038 / 150

Outcome results

Primary

Optimization Potential Score

Change in composite score created for reaching target doses of guideline-directed medical therapies for HFrEF compared between treatment arms at the end of the study. Optimization Potential Scores ranges from 0 (least optimized) to 10 (full-optimized).

Time frame: 6-months after all patients receive the intervention

ArmMeasureValue (MEAN)Dispersion
Proactive Telehealth-based ClinicsOptimization Potential Score2.9 score on a scaleStandard Deviation 2.1
Usual CareOptimization Potential Score2.6 score on a scaleStandard Deviation 2.1
95% CI: [-0.1, 0.7]Regression, Linear
Secondary

Change in Number of Patient Receiving ACE/ARB/ARNI

Number of patients that receive an active prescription for angiotensin-converting enzyme inhibitor (ACE), angiotensin II receptor blockers (ARB), or angiotensin receptor neprilysin inhibitor (ARNI) compared between treatment arms at the end of the study.

Time frame: 6-months after all patients receive the intervention

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in Number of Patient Receiving ACE/ARB/ARNI97 Participants
Usual CareChange in Number of Patient Receiving ACE/ARB/ARNI86 Participants
95% CI: [0.84, 2.14]Regression, Logistic
Secondary

Change in Number of Patients Receiving ARNI

Number of patients that receive an active prescription for angiotensin receptor neprilysin inhibitor (ARNI) compared between treatment arms at the end of the study. .

Time frame: 6-months after all patients receive the intervention

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in Number of Patients Receiving ARNI35 Participants
Usual CareChange in Number of Patients Receiving ARNI31 Participants
95% CI: [0.68, 2.05]Regression, Logistic
Secondary

Change in Number of Patients Receiving SGLT2i

Number of patients that receive an active prescription for sodium-glucose cotransporter-2 inhibitor (SGLT2i) compared between treatment arms at the end of the study. .

Time frame: 6-months after all patients receive the intervention

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in Number of Patients Receiving SGLT2i44 Participants
Usual CareChange in Number of Patients Receiving SGLT2i33 Participants
95% CI: [0.88, 2.51]Regression, Logistic
Secondary

Change in the Number of Patients Receiving Beta-blockers

Number of patients that receive an active prescription for beta-blockers compared between treatment arms at the end of the study.

Time frame: 6-months after all patients receive the intervention

Population: Entire study population

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in the Number of Patients Receiving Beta-blockers109 Participants
Usual CareChange in the Number of Patients Receiving Beta-blockers107 Participants
p-value: <0.0595% CI: [0.64, 1.76]Regression, Logistic
Secondary

Change in the Number of Patients Receiving MRA

Number of patients that receive an active prescription for mineralocorticoid receptor antagonist (MRA) compared between treatment arms at the end of the study.

Time frame: 6-months after all patients receive the intervention

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in the Number of Patients Receiving MRA53 Participants
Usual CareChange in the Number of Patients Receiving MRA47 Participants
95% CI: [0.73, 1.93]Regression, Logistic
Secondary

Change in Total Deaths

Total number of all-cause deaths compared between treatment arms at the end of the study.

Time frame: 6-months

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
Proactive Telehealth-based ClinicsChange in Total Deaths17 Participants
Usual CareChange in Total Deaths24 Participants
95% CI: [0.34, 1.33]Regression, Logistic
Secondary

Total Number of Hospitalizations

Total number of any cause hospitalizations compared between treatment arms at the end of the study.

Time frame: 6-months

ArmMeasureValue (NUMBER)
Proactive Telehealth-based ClinicsTotal Number of Hospitalizations29 hospitalizations
Usual CareTotal Number of Hospitalizations17 hospitalizations
95% CI: [0.99, 3.64]Regression, Logistic
Other Pre-specified

Average Number of Orders Placed Per Clinic

1. Average medication adjustments (stop, start, titration) per half-day clinic 2. Average laboratory tests ordered per half-day clinic 3. Average imaging/diagnostic procedures ordered per half-day clinic 4. Average of referrals for consults/device therapy per half-day clinic

Time frame: After intervention clinic delivered - on average within one month of randomization.

Population: Intervention group

ArmMeasureGroupValue (MEAN)Dispersion
Proactive Telehealth-based ClinicsAverage Number of Orders Placed Per ClinicMedication orders0.62 Number of ordersStandard Deviation 1.07
Proactive Telehealth-based ClinicsAverage Number of Orders Placed Per ClinicLaboratory test orders0.81 Number of ordersStandard Deviation 1.12
Proactive Telehealth-based ClinicsAverage Number of Orders Placed Per ClinicImaging/diagnostic procedure orders0.57 Number of ordersStandard Deviation 0.87
Proactive Telehealth-based ClinicsAverage Number of Orders Placed Per ClinicReferral for consult/device therapy orders0.76 Number of ordersStandard Deviation 0.94
Other Pre-specified

Average Number of Patients Contacted Per Half-day Clinic

Average number of patients reviewed or contacted per half-day clinic to understand health services efficiency

Time frame: After intervention is delivered (post-baseline) - on average within 1 month of randomization.

Population: Half-day clinics

ArmMeasureValue (MEAN)Dispersion
Proactive Telehealth-based ClinicsAverage Number of Patients Contacted Per Half-day Clinic7.14 number of participantsStandard Deviation 2.46
Other Pre-specified

Clinician Time Per Patient

This is estimated only for the intervention arm. Control patients did not receive the intervention so no time was spent per patient to compare. Clinician time spent per patient from opening chart to end of patient-specific intervention and documentation.

Time frame: After intervention delivery (post-baseline). Within 1 month of the intervention on average.

Population: Patients chart reviewed

ArmMeasureValue (MEAN)Dispersion
Proactive Telehealth-based ClinicsClinician Time Per Patient33.72 Minutes spent per patientStandard Deviation 14.59
Other Pre-specified

Qualitative Analysis of Patient Satisfaction

For only patients that received the intervention, we perform an informal survey of patient feelings about the telehealth intervention scaled from a range of 0 to 10 for satisfaction at the end of the visit. Zero represents no satisfaction with the intervention and 10 being complete satisfaction with the intervention. Control patients do not receive a survey question, since they did not receive the intervention.

Time frame: At the end of the successful telehealth intervention. On average within one month of randomization.

Population: Patients Contacted

ArmMeasureValue (MEAN)Dispersion
Proactive Telehealth-based ClinicsQualitative Analysis of Patient Satisfaction9.3 Satisification Score (0-10)Standard Deviation 2.22

Source: ClinicalTrials.gov · Data processed: Feb 13, 2026