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Modified Application of Cardiac Rehabilitation for Older Adults

Modified Application of Cardiac Rehabilitation for Older Adults

Status
Completed
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT03922529
Acronym
MACRO
Enrollment
416
Registered
2019-04-22
Start date
2019-11-04
Completion date
2024-08-08
Last updated
2026-06-29

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

Conditions

Cardiac Rehabilitation, Cardiovascular Diseases, Transition of Care

Brief summary

Modified Application of Cardiac Rehabilitation for Older Adults (MACRO) responds to a critical underuse of cardiac rehabilitation in older adults with a coaching model that addresses issues related to aging as a means to better facilitate cardiac rehabilitation (CR). MACRO is a randomized controlled trial (RCT) in which older adults with a CVD event are randomized between a MACRO intervention (MACRO-I) versus usual care. The MACRO-I is designed to facilitate CR as a means to augment functional recovery.

Detailed description

This is a pragmatic RCT of 350 older adults eligible for CR: hospitalized adults aged ≥70 years with a primary diagnosis of acute myocardial infarction/ acute coronary syndrome, stable ischemic heart disease, revascularization (coronary artery bypass graft surgery, percutaneous coronary intervention), valvular heart disease (surgical or transcatheter valve replacement or repair), heart failure (with reduced or preserved ejection fraction) or peripheral arterial disease. Participants who consent to participate will be randomly assigned to a MACRO-intervention (MACRO-I) versus usual care. In the MACRO-I arm, participants receive coaching that incorporates innovative features designed to address needs of older adults. These include holistic risk assessment (medical, functional, psychosocial), guidance to facilitate CR in a format that aligns with each patient's own risks as well as their preferences (i.e., CR formatted as either site-based, home-based, or in a hybrid format \[site transitioning to home\]), behavioral reinforcements to promote CR based on their goals of care, and deprescribing of sedating medications. While usual care may include CR, it provides no coaching, and none of the innovations associated with MACRO-I coaching. Endpoints focus particularly on functional capacity achieved by improved implementation of CR. Aim 1: To establish efficacy, safety, and acceptability of the MACRO-I via a RCT. We hypothesize that after 3 months, compared to usual care, participants randomized into MACRO-I will have: H1.1: Greater improvements in function as measured by Activity Measure for Post-Acute Care Computer Adaptive Test (AM-PAC-CAT) Basic Mobility Domain (3 month changes; primary outcome). H1.2: Greater improvements in function as measured by AM-PAC CAT daily activity domain; accelerometry; depression; frailty; self-efficacy; quality of life. H1.3: Greater CR participation and adherence. H1.4: Greater impact on readmissions and hospitalization. Aim 2: To examine the durability of benefit of MACRO-I compared to usual care. We hypothesize that after 6 and 12 months (12 months will be captured as timing allows), compared to usual care, participants randomized into MACRO-I will have: H2.1: Greater improvement in AM-PAC-CAT basic mobility and daily activity domains; accelerometry; depression; frailty; self-efficacy; quality of life. H2.2: Greater impact in readmissions and hospitalization at 6 and 12 months (12 months will be captured as timing allows). Aim 3: To explore characteristics of patients who benefit the most from the MACRO-I as compared to usual care. H3.1: We anticipate functional capacity and other baseline characteristics will identify those who benefit from the MACRO-I (exploratory). The MACRO study originally began recruitment with a target sample size of N=480 in November 2019. The primary outcome measure at this time was the Short Physical Performance Battery (SPPB), and a battery of secondary outcome measures included assessments of hand grip strength, accelerometry, cognition, depression, health literacy, frailty, physical activity, nutrition, readiness for change, self efficacy, and quality of life. However, the COVID-19 pandemic disrupted the original MACRO protocol. In March 2020 per Data Safety and Monitoring Board (DSMB) decision, all study participants who were enrolled at that time were withdrawn and the study was suspended to address safety concerns of face-to-face assessments during the height of the pandemic. It was necessary to modify the protocol so it could administered fully remotely, without changing the original aims and innovation of the intervention. The SPPB was no longer feasible or safe as a primary outcome measure, so the study team selected the Activity Measure for Post-Acute Care with Computerized Adaptive Testing (AM-PAC CAT). The AM-PAC CAT is used to measure self-reported daily activity, can reliably be used to detect change over time, and can be administered over the phone. It was determined that with this new outcome measure, a target sample size of N=374 would be sufficient to retain the same statistical power for the new primary outcome as the original protocol, assuming 80% retention. The secondary outcome assessments were also revised, changing to measures that could be administered remotely when needed and leaving in-person assessments optional contingent on COVID risk. Following all regulatory approvals of the revised protocol and outcome measures, the study restarted recruitment in September 2020. Enrollment concluded in August 2023 after 416 participants had been consented and 350 randomized. The retention rate was higher than anticipated at 87.7% completion of the primary outcome measure at 3 months, which allowed for the same amount of power with a smaller sample size.

Interventions

BEHAVIORALMACRO-I

MACRO-I coaches engage with patients regularly while they are still inpatients, and then by telephone once they are discharged. Coaching incorporates innovative techniques for holistic risk assessment (medical, functional, psychosocial), guidance to initiate CR in a format aligned with each patient's risks and preferences (i.e., CR as either site-based, home-based, or in a hybrid format \[site transitioning to home\]), behavioral prompts based on their personal goals of care, and de-prescribing of sedating medications.

OTHERUsual Care

Participants will receive usual care that is recommended by their providers. MACRO study personnel will follow the participant for the course of the study to assess endpoints in comparison to the MACRO-I arm.

Sponsors

Daniel Forman, MD
Lead SponsorOTHER
National Institute on Aging (NIA)
CollaboratorNIH
Washington University School of Medicine
CollaboratorOTHER
University of Pittsburgh
CollaboratorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
SUPPORTIVE_CARE
Masking
DOUBLE (Investigator, Outcomes Assessor)

Masking description

Key investigators and well as the outcomes assessor at each site will remain blinded to participant group placement.

Intervention model description

There will be two intervention groups 1) MACRO-I in which the research team will work with the participant and providers to facilitate CR; 2) Usual care as determined by their clinical providers.

Eligibility

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

Inclusion criteria

* Age ≥70 year * Eligible cardiovascular disease (CVD) diagnosis (hospitalization for acute myocardial infarction/ acute coronary syndrome, stable ischemic heart disease, revascularization (coronary artery bypass graft surgery and percutaneous coronary intervention, valvular heart disease (surgical or transcatheter replacements or repair for mitral regurgitation or aortic stenosis),heart failure (exacerbation or new diagnosis) * English speaking * Able to provide written informed consent * Able to be assessed and undergo study interventions

Exclusion criteria

* Unstable medical condition as indicated by history, physical exam, and/or laboratory findings * Presence of non-CVD conditions likely to be fatal within 12 months (e.g., metastatic cancer) * Severe cognitive impairment: Short Blessed screening with a score of 13 or greater cannot consent (as indicated by medical record) * Long-term care resident at admission with no plans to return to independent living * Unable to participate in follow-up assessments by telephone or in person

Design outcomes

Primary

MeasureTime frameDescription
AM-PAC-CAT - Basic Mobility Domain3 months, i.e., Baseline to 3-month changeAM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Basic Mobility domain characterizes basic movement and physical functioning activities, such as bending, walking, carrying, and climbing stairs. Scaled scores range from 0-104.9 with higher scores indicating greater activity levels/fewer limitations.

Secondary

MeasureTime frameDescription
AM-PAC-CAT - Basic Mobility DomainBaseline to 6-month changeAM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Basic Mobility domain characterizes basic movement and physical functioning activities, such as bending, walking, carrying, and climbing stairs. Scaled scores range from 0-104.9 with higher scores indicating greater activity levels/fewer limitations.
AM-PAC-CAT - Daily Activity DomainBaseline to 3-month changeAM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Daily Activity domain characterizes difficulty of daily activities. Scaled scores range from 0-115.4 with higher scores indicating greater activity levels/fewer limitations.
AccelerometryBaseline to 3-month changeChange in lifestyle physical activity will be measured by wrist worn accelerometry to assess change in movement. An index of average total active minutes (≥18mg) per 24 hour period will be prioritized to quantify physical activity volume.
PATIENT HEALTH QUESTIONNAIRE (PHQ-9)Baseline to 3-month changeThe PHQ-9 is a standardized and validated 9 item depression scale. Scores range from 0-27 points on the scale, with the higher score showing a greater possibility of depression.
Morley Frail ScaleBaseline to 3-month changeThe Frail Scale is a 5-item assessment of fatigue, resistance, ambulation, illnesses, and loss of weight. Scores range from 0-5 with a higher number indicating greater frailty.
Sullivan Cardiac Self-EfficacyBaseline to 3-month changeThe Sullivan Cardiac Self-Efficacy scale evaluates an individuals confidence to take care of themselves in association to their cardiac disease. It is scored on scale of 0 to 52 points, with a higher score indicating higher confidence.
THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component ScoreBaseline to 3-month changeThe Veterans RAND-12 is a short standardized and validated questionnaire evaluating quality of life. The 12 items are summarized into two scores, a "Physical Health Summary Measure {PCS-physical component score}" and a "Mental Health Summary Measure {MCS-mental component score}". Both scores range from 0 to 100 with a population mean of 50. These provide an important contrast between physical and psychological health status. A higher score indicates better physical or mental health, respectively.
THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component ScoreBaseline to 3-month changeRAND-12 is a short questionnaire evaluating quality of life. The 12 items are summarized into two scores, a "Physical Health Summary Measure {PCS-physical component score}" and a "Mental Health Summary Measure {MCS-mental component score}". These provide an important contrast between physical and psychological health status.
Cardiac Rehabilitation Participation3 monthsParticipants will be asked about participation and adherence in cardiac rehabilitation as well as participants' medical records to evaluate utilization of cardiac rehab. Participation is measured as the number of sessions attended which ranges from 0 to 36. It is assumed that more sessions attended is better.
Hospitalizations12 monthsParticipants will be asked about hospitalizations during blinded monthly calls and follow-up assessments. Participants' medical records may also be reviewed to evaluate readmission to the hospital. Rate of hospitalizations per person year will be reported by group. It is assumed that a lower number of hospitalizations is better.
Duke Activity Status Index (DASI)Baseline to 3-month ChangeThe Duke Activity Status Index (DASI) is a self-reported 12-item scale that has been validated in cardiac patients against peak VO2 and has been demonstrated to be a reliable and responsive tool to quantify physical activity in daily living. Scaled scores range from 0 to 58.2 points, with a higher score corresponding to a higher estimated functional capacity.
Rapid Eating Assessment for Participants (Modified REAP-S)Baseline to 3-month ChangeThe modified REAP-S is a self-reported 17-item questionnaire used to assess eating habits. The overall summary score ranges from 17 to 53 points, with a higher score representing healthier dietary patterns. A modified version of the questionnaire was used for this project after receiving approval by the developers of the instrument.
Readiness for ChangeBaselineInterventions like CR that require active engagement by participants are often dependent on the participant's willingness to adopt new activities, habits and routines. The Transtheoretical Model (TTM) is a behavioral framework for understanding readiness for change through 5 change-stages: (1) precontemplation, (2) contemplation, (3) preparation, (4) action, (5) maintenance. Participants in this study are asked at baseline "Are you ready to make some healthy lifestyle changes to help your heart?", and at each follow-up assessment "Since your hospitalization for your heart, have you made or are you making some healthy lifestyle changes to help your heart?" to assess current state of change at each time point. The number of participants in each stage of change will be compared between groups at each timepoint. An increased readiness for change is associated with greater likelihood of goal attainment.
Fall Assessment12 monthsFalls are a common, deleterious, and expensive aspect of aging which may be preventable via the tenets of MACRO such as good transitional care, age-appropriate exercise, and de-prescribing. We will measure falls as follows: at baseline, we will ask, "Have you had any falls in the past 3 months?" In follow-up assessments, we will ask about interim falls, as well as their severity (e.g., if they caused injury). For the outcome assessment, the count of participants in each group who reported having at least one fall over the 12 month period following randomization is reported.

Countries

United States

Contacts

PRINCIPAL_INVESTIGATORDaniel E Forman

University of Pittsburgh

Participant flow

Recruitment details

The original recruitment target was 480 beginning in November 2019. Due to the COVID-19 pandemic, the DSMB recommended suspension and withdrawal of all enrolled subjects in March 2020. The protocol was revised to be fully remote, and recruitment was reinitiated with a smaller target sample in September 2020. Enrollment ended in August 2023. 416 subjects consented to the study (total enrolled), and 350 completed the required baseline assessments to be randomized to an intervention group.

Pre-assignment details

After informed consent, subjects completed a set of baseline questionnaires. Participants who did not meet the score requirements on the Short Blessed cognitive assessment at baseline were disqualified before randomization. Other reasons for withdrawal prior to randomization assignment included subject-initiated withdrawal, adverse event, death, or loss to follow-up after discharge from inpatient hospital admission. Participants must have completed baseline assessments in order to be randomized.

Participants by arm

ArmCount
MACRO-I
A coaching intervention that supplements usual care. MACRO-I: MACRO-I coaches engage with patients regularly while they are still inpatients, and then by telephone once they are discharged. Coaching incorporates innovative techniques for holistic risk assessment (medical, functional, psychosocial), guidance to initiate CR in a format aligned with each patient's risks and preferences (i.e., CR as either site-based, home-based, or in a hybrid format \[site transitioning to home\]), behavioral prompts based on their personal goals of care, and de-prescribing of sedating medications.
176
Usual Care
Care after an acute heart event will be at the discretion of the participants' clinical providers. Usual Care: Participants will receive usual care that is recommended by their providers. MACRO study personnel will follow the participant for the course of the study to assess endpoints in comparison to the MACRO-I arm.
174
Total350

Baseline characteristics

CharacteristicMACRO-IUsual CareTotal
Age, Continuous75.9 years
STANDARD_DEVIATION 4.9
76.4 years
STANDARD_DEVIATION 5.7
76.1 years
STANDARD_DEVIATION 5.3
AM-PAC CAT
Basic Mobility
57.3 score on a scale
STANDARD_DEVIATION 6.5
56.3 score on a scale
STANDARD_DEVIATION 7.4
56.8 score on a scale
STANDARD_DEVIATION 7
AM-PAC CAT
Daily Activity
54.6 score on a scale
STANDARD_DEVIATION 8.6
55.2 score on a scale
STANDARD_DEVIATION 9.1
54.9 score on a scale
STANDARD_DEVIATION 8.8
Average total active time/24 hours (minutes)324.1 minutes/24 hours
STANDARD_DEVIATION 127.4
347.8 minutes/24 hours
STANDARD_DEVIATION 130
335.0 minutes/24 hours
STANDARD_DEVIATION 128.8
Duke Activity Status Index25.3 score on a scale
STANDARD_DEVIATION 15.7
25.6 score on a scale
STANDARD_DEVIATION 16.5
25.4 score on a scale
STANDARD_DEVIATION 16.1
Ethnicity (NIH/OMB)
Hispanic or Latino
1 Participants0 Participants1 Participants
Ethnicity (NIH/OMB)
Not Hispanic or Latino
173 Participants171 Participants344 Participants
Ethnicity (NIH/OMB)
Unknown or Not Reported
2 Participants3 Participants5 Participants
Fall History33 Participants34 Participants67 Participants
Marital Status
Divorced or separated
26 Participants23 Participants49 Participants
Marital Status
In a relationship
2 Participants1 Participants3 Participants
Marital Status
Married or permanent partnership
95 Participants102 Participants197 Participants
Marital Status
Never married
10 Participants10 Participants20 Participants
Marital Status
Other
1 Participants1 Participants2 Participants
Marital Status
Widowed
42 Participants37 Participants79 Participants
Modified Rapid Eating Assessment for Participants-Shortened Version31.1 score on a scale
STANDARD_DEVIATION 3.9
31.4 score on a scale
STANDARD_DEVIATION 4.3
31.2 score on a scale
STANDARD_DEVIATION 4.1
Morley Frail Scale2.3 score on a scale
STANDARD_DEVIATION 1.4
2.2 score on a scale
STANDARD_DEVIATION 1.4
2.2 score on a scale
STANDARD_DEVIATION 1.4
Patient Health Questionnaire-94.7 score on a scale
STANDARD_DEVIATION 3.1
4.9 score on a scale
STANDARD_DEVIATION 2.8
4.8 score on a scale
STANDARD_DEVIATION 3
Race (NIH/OMB)
American Indian or Alaska Native
1 Participants0 Participants1 Participants
Race (NIH/OMB)
Asian
1 Participants0 Participants1 Participants
Race (NIH/OMB)
Black or African American
18 Participants21 Participants39 Participants
Race (NIH/OMB)
More than one race
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Unknown or Not Reported
1 Participants1 Participants2 Participants
Race (NIH/OMB)
White
155 Participants152 Participants307 Participants
Region of Enrollment
United States
176 participants174 participants350 participants
Sex: Female, Male
Female
50 Participants58 Participants108 Participants
Sex: Female, Male
Male
126 Participants116 Participants242 Participants
Social Support
Lives alone
69 Participants50 Participants119 Participants
Social Support
Lives with others
107 Participants124 Participants231 Participants
Sullivan Cardiac Self Efficacy34.8 score on a scale
STANDARD_DEVIATION 7.6
35.0 score on a scale
STANDARD_DEVIATION 7.2
34.9 score on a scale
STANDARD_DEVIATION 7.4
Veterans RAND-12
Mental Summary Score
50.0 score on a scale
STANDARD_DEVIATION 10
49.8 score on a scale
STANDARD_DEVIATION 8.9
49.9 score on a scale
STANDARD_DEVIATION 9.5
Veterans RAND-12
Physical Summary Score
28.6 score on a scale
STANDARD_DEVIATION 10.1
28.5 score on a scale
STANDARD_DEVIATION 10.4
28.5 score on a scale
STANDARD_DEVIATION 10.3

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
8 / 17612 / 174
other
Total, other adverse events
103 / 17693 / 174
serious
Total, serious adverse events
74 / 17670 / 174

Outcome results

Primary

AM-PAC-CAT - Basic Mobility Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Basic Mobility domain characterizes basic movement and physical functioning activities, such as bending, walking, carrying, and climbing stairs. Scaled scores range from 0-104.9 with higher scores indicating greater activity levels/fewer limitations.

Time frame: 3 months, i.e., Baseline to 3-month change

Population: All 350 randomized participants were analyzed with multiple imputation (Markov Chain Monte Carlo or MCMC method) for any missing or incomplete outcomes data.

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Basic Mobility Domain5.1 score on a scaleStandard Deviation 7.5
Usual CareAM-PAC-CAT - Basic Mobility Domain5.0 score on a scaleStandard Deviation 5.4
p-value: 0.543Mixed Models Analysis
Secondary

Accelerometry

Change in lifestyle physical activity will be measured by wrist worn accelerometry to assess change in movement. An index of average total active minutes (≥18mg) per 24 hour period will be prioritized to quantify physical activity volume.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAccelerometry34.0 minutes/24 hoursStandard Deviation 100.8
Usual CareAccelerometry18.3 minutes/24 hoursStandard Deviation 127.4
p-value: 0.6588Mixed Models Analysis
Secondary

Accelerometry

Change in lifestyle physical activity will be measured by wrist worn accelerometry to assess change in movement. An index of average total active minutes (≥18mg) per 24 hour period will be prioritized to quantify physical activity volume.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAccelerometry44.8 minutes/24 hoursStandard Deviation 121.6
Usual CareAccelerometry12.9 minutes/24 hoursStandard Deviation 119.1
p-value: 0.992Mixed Models Analysis
Secondary

Accelerometry

Change in lifestyle physical activity will be measured by wrist worn accelerometry to assess change in movement. An index of average total active minutes (≥18mg) per 24 hour period will be prioritized to quantify physical activity volume.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAccelerometry37.3 minutes/24 hoursStandard Deviation 95.8
Usual CareAccelerometry13.9 minutes/24 hoursStandard Deviation 115.4
p-value: 0.9257Mixed Models Analysis
Secondary

AM-PAC-CAT - Basic Mobility Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Basic Mobility domain characterizes basic movement and physical functioning activities, such as bending, walking, carrying, and climbing stairs. Scaled scores range from 0-104.9 with higher scores indicating greater activity levels/fewer limitations.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Basic Mobility Domain4.9 score on a scaleStandard Deviation 6.7
Usual CareAM-PAC-CAT - Basic Mobility Domain5.2 score on a scaleStandard Deviation 5.9
p-value: 0.7625Mixed Models Analysis
Secondary

AM-PAC-CAT - Basic Mobility Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Basic Mobility domain characterizes basic movement and physical functioning activities, such as bending, walking, carrying, and climbing stairs. Scaled scores range from 0-104.9 with higher scores indicating greater activity levels/fewer limitations.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Basic Mobility Domain4.9 score on a scaleStandard Deviation 7.3
Usual CareAM-PAC-CAT - Basic Mobility Domain5.3 score on a scaleStandard Deviation 6.5
p-value: 0.8842Mixed Models Analysis
Secondary

AM-PAC-CAT - Daily Activity Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Daily Activity domain characterizes difficulty of daily activities. Scaled scores range from 0-115.4 with higher scores indicating greater activity levels/fewer limitations.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Daily Activity Domain6.3 score on a scaleStandard Deviation 10
Usual CareAM-PAC-CAT - Daily Activity Domain5.2 score on a scaleStandard Deviation 10.6
p-value: 0.3841Mixed Models Analysis
Secondary

AM-PAC-CAT - Daily Activity Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Daily Activity domain characterizes difficulty of daily activities. Scaled scores range from 0-115.4 with higher scores indicating greater activity levels/fewer limitations.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Daily Activity Domain5.8 score on a scaleStandard Deviation 8.8
Usual CareAM-PAC-CAT - Daily Activity Domain4.5 score on a scaleStandard Deviation 11.1
p-value: 0.4086Mixed Models Analysis
Secondary

AM-PAC-CAT - Daily Activity Domain

AM-PAC-CAT is a self-reported activity limitations measure that assesses perceived difficulty and level of assistance/limitations (Basic Mobility Domain). The Daily Activity domain characterizes difficulty of daily activities. Scaled scores range from 0-115.4 with higher scores indicating greater activity levels/fewer limitations.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IAM-PAC-CAT - Daily Activity Domain6.9 score on a scaleStandard Deviation 11.2
Usual CareAM-PAC-CAT - Daily Activity Domain5.1 score on a scaleStandard Deviation 11.3
p-value: 0.1393Mixed Models Analysis
Secondary

Cardiac Rehabilitation Participation

Participants will be asked about participation and adherence in cardiac rehabilitation as well as participants' medical records to evaluate utilization of cardiac rehab. Participation is measured as the number of sessions attended which ranges from 0 to 36. It is assumed that more sessions attended is better.

Time frame: 3 months

ArmMeasureValue (MEAN)Dispersion
MACRO-ICardiac Rehabilitation Participation10.1 number of sessions attendedStandard Deviation 12
Usual CareCardiac Rehabilitation Participation10.6 number of sessions attendedStandard Deviation 12.6
p-value: 0.7651Wilcoxon rank sum
Secondary

Duke Activity Status Index (DASI)

The Duke Activity Status Index (DASI) is a self-reported 12-item scale that has been validated in cardiac patients against peak VO2 and has been demonstrated to be a reliable and responsive tool to quantify physical activity in daily living. Scaled scores range from 0 to 58.2 points, with a higher score corresponding to a higher estimated functional capacity.

Time frame: Baseline to 12-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IDuke Activity Status Index (DASI)9.1 score on a scaleStandard Deviation 15.6
Usual CareDuke Activity Status Index (DASI)8.0 score on a scaleStandard Deviation 15.9
p-value: 0.4354Mixed Models Analysis
Secondary

Duke Activity Status Index (DASI)

The Duke Activity Status Index (DASI) is a self-reported 12-item scale that has been validated in cardiac patients against peak VO2 and has been demonstrated to be a reliable and responsive tool to quantify physical activity in daily living. Scaled scores range from 0 to 58.2 points, with a higher score corresponding to a higher estimated functional capacity.

Time frame: Baseline to 6-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IDuke Activity Status Index (DASI)8.5 score on a scaleStandard Deviation 15.9
Usual CareDuke Activity Status Index (DASI)7.7 score on a scaleStandard Deviation 13.7
p-value: 0.4269Mixed Models Analysis
Secondary

Duke Activity Status Index (DASI)

The Duke Activity Status Index (DASI) is a self-reported 12-item scale that has been validated in cardiac patients against peak VO2 and has been demonstrated to be a reliable and responsive tool to quantify physical activity in daily living. Scaled scores range from 0 to 58.2 points, with a higher score corresponding to a higher estimated functional capacity.

Time frame: Baseline to 3-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IDuke Activity Status Index (DASI)10.1 score on a scaleStandard Deviation 15.4
Usual CareDuke Activity Status Index (DASI)7.1 score on a scaleStandard Deviation 14.2
p-value: 0.2727Mixed Models Analysis
Secondary

Fall Assessment

Falls are a common, deleterious, and expensive aspect of aging which may be preventable via the tenets of MACRO such as good transitional care, age-appropriate exercise, and de-prescribing. We will measure falls as follows: at baseline, we will ask, Have you had any falls in the past 3 months? In follow-up assessments, we will ask about interim falls, as well as their severity (e.g., if they caused injury). For the outcome assessment, the count of participants in each group who reported having at least one fall over the 12 month period following randomization is reported.

Time frame: 12 months

Population: 158 participants in the MACRO-i arm and 153 in Usual Care completed the fall assessment at follow-up.

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
MACRO-IFall Assessment52 Participants
Usual CareFall Assessment50 Participants
p-value: 0.965395% CI: [0.63, 1.62]Regression, Logistic
Secondary

Hospitalizations

Participants will be asked about hospitalizations during blinded monthly calls and follow-up assessments. Participants' medical records may also be reviewed to evaluate readmission to the hospital. Rate of hospitalizations per person year will be reported by group. It is assumed that a lower number of hospitalizations is better.

Time frame: 12 months

ArmMeasureValue (NUMBER)
MACRO-IHospitalizations0.69 events per person year
Usual CareHospitalizations0.60 events per person year
p-value: 0.397495% CI: [0.83, 1.59]Negative binomial regression models
Secondary

Morley Frail Scale

The Frail Scale is a 5-item assessment of fatigue, resistance, ambulation, illnesses, and loss of weight. Scores range from 0-5 with a higher number indicating greater frailty.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IMorley Frail Scale-0.6 score on a scaleStandard Deviation 1.3
Usual CareMorley Frail Scale-0.4 score on a scaleStandard Deviation 1.5
p-value: 0.1194Mixed Models Analysis
Secondary

Morley Frail Scale

The Frail Scale is a 5-item assessment of fatigue, resistance, ambulation, illnesses, and loss of weight. Scores range from 0-5 with a higher number indicating greater frailty.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IMorley Frail Scale-0.4 score on a scaleStandard Deviation 1.3
Usual CareMorley Frail Scale-0.5 score on a scaleStandard Deviation 1.4
p-value: 0.5553Mixed Models Analysis
Secondary

Morley Frail Scale

The Frail Scale is a 5-item assessment of fatigue, resistance, ambulation, illnesses, and loss of weight. Scores range from 0-5 with a higher number indicating greater frailty.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IMorley Frail Scale-0.5 score on a scaleStandard Deviation 1.3
Usual CareMorley Frail Scale-0.4 score on a scaleStandard Deviation 1.3
p-value: 0.5071Mixed Models Analysis
Secondary

PATIENT HEALTH QUESTIONNAIRE (PHQ-9)

The PHQ-9 is a standardized and validated 9 item depression scale. Scores range from 0-27 points on the scale, with the higher score showing a greater possibility of depression.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IPATIENT HEALTH QUESTIONNAIRE (PHQ-9)-1.9 score on a scaleStandard Deviation 3.5
Usual CarePATIENT HEALTH QUESTIONNAIRE (PHQ-9)-2.2 score on a scaleStandard Deviation 2.8
p-value: 0.6228Mixed Models Analysis
Secondary

PATIENT HEALTH QUESTIONNAIRE (PHQ-9)

The PHQ-9 is a standardized and validated 9 item depression scale. Scores range from 0-27 points on the scale, with the higher score showing a greater possibility of depression.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IPATIENT HEALTH QUESTIONNAIRE (PHQ-9)-2.1 score on a scaleStandard Deviation 3.1
Usual CarePATIENT HEALTH QUESTIONNAIRE (PHQ-9)-2.2 score on a scaleStandard Deviation 2.9
p-value: 0.9504Mixed Models Analysis
Secondary

PATIENT HEALTH QUESTIONNAIRE (PHQ-9)

The PHQ-9 is a standardized and validated 9 item depression scale. Scores range from 0-27 points on the scale, with the higher score showing a greater possibility of depression.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-IPATIENT HEALTH QUESTIONNAIRE (PHQ-9)-1.7 score on a scaleStandard Deviation 3
Usual CarePATIENT HEALTH QUESTIONNAIRE (PHQ-9)-2.3 score on a scaleStandard Deviation 3
p-value: 0.7966Mixed Models Analysis
Secondary

Rapid Eating Assessment for Participants (Modified REAP-S)

The modified REAP-S is a self-reported 17-item questionnaire used to assess eating habits. The overall summary score ranges from 17 to 53 points, with a higher score representing healthier dietary patterns. A modified version of the questionnaire was used for this project after receiving approval by the developers of the instrument.

Time frame: Baseline to 6-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IRapid Eating Assessment for Participants (Modified REAP-S)3.1 score on a scaleStandard Deviation 3.4
Usual CareRapid Eating Assessment for Participants (Modified REAP-S)2.9 score on a scaleStandard Deviation 3.8
p-value: 0.7075Mixed Models Analysis
Secondary

Rapid Eating Assessment for Participants (Modified REAP-S)

The modified REAP-S is a self-reported 17-item questionnaire used to assess eating habits. The overall summary score ranges from 17 to 53 points, with a higher score representing healthier dietary patterns. A modified version of the questionnaire was used for this project after receiving approval by the developers of the instrument.

Time frame: Baseline to 3-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IRapid Eating Assessment for Participants (Modified REAP-S)2.8 score on a scaleStandard Deviation 3.4
Usual CareRapid Eating Assessment for Participants (Modified REAP-S)2.7 score on a scaleStandard Deviation 3.9
p-value: 0.8695Mixed Models Analysis
Secondary

Rapid Eating Assessment for Participants (Modified REAP-S)

The modified REAP-S is a self-reported 17-item questionnaire used to assess eating habits. The overall summary score ranges from 17 to 53 points, with a higher score representing healthier dietary patterns. A modified version of the questionnaire was used for this project after receiving approval by the developers of the instrument.

Time frame: Baseline to 12-month Change

ArmMeasureValue (MEAN)Dispersion
MACRO-IRapid Eating Assessment for Participants (Modified REAP-S)3.1 score on a scaleStandard Deviation 3.3
Usual CareRapid Eating Assessment for Participants (Modified REAP-S)3.0 score on a scaleStandard Deviation 3.8
p-value: 0.8936Mixed Models Analysis
Secondary

Readiness for Change

Interventions like CR that require active engagement by participants are often dependent on the participant's willingness to adopt new activities, habits and routines. The Transtheoretical Model (TTM) is a behavioral framework for understanding readiness for change through 5 change-stages: (1) precontemplation, (2) contemplation, (3) preparation, (4) action, (5) maintenance. Participants in this study are asked at baseline Are you ready to make some healthy lifestyle changes to help your heart?, and at each follow-up assessment Since your hospitalization for your heart, have you made or are you making some healthy lifestyle changes to help your heart? to assess current state of change at each time point. The number of participants in each stage of change will be compared between groups at each timepoint.

Time frame: 3 Months

Population: 153 participants in the MACRO-I arm and 150 in the Usual Care arm completed the Readiness for Change at the 3 month time point.

ArmMeasureCategoryValue (COUNT_OF_PARTICIPANTS)
MACRO-IReadiness for ChangeContemplation8 Participants
MACRO-IReadiness for ChangeAction102 Participants
MACRO-IReadiness for ChangePreparation9 Participants
MACRO-IReadiness for ChangeMaintenance32 Participants
MACRO-IReadiness for ChangePrecontemplation2 Participants
Usual CareReadiness for ChangeMaintenance37 Participants
Usual CareReadiness for ChangePrecontemplation3 Participants
Usual CareReadiness for ChangeContemplation8 Participants
Usual CareReadiness for ChangePreparation14 Participants
Usual CareReadiness for ChangeAction88 Participants
p-value: 0.6177Chi-squared
Secondary

Readiness for Change

Interventions like CR that require active engagement by participants are often dependent on the participant's willingness to adopt new activities, habits and routines. The Transtheoretical Model (TTM) is a behavioral framework for understanding readiness for change through 5 change-stages: (1) precontemplation, (2) contemplation, (3) preparation, (4) action, (5) maintenance. Participants in this study are asked at baseline Are you ready to make some healthy lifestyle changes to help your heart?, and at each follow-up assessment Since your hospitalization for your heart, have you made or are you making some healthy lifestyle changes to help your heart? to assess current state of change at each time point. The number of participants in each stage of change will be compared between groups at each timepoint.

Time frame: 12 Months

Population: 137 participants in the MACRO-I arm and 129 in the Usual Care arm completed the Readiness for Change at the 12 month assessment.

ArmMeasureCategoryValue (COUNT_OF_PARTICIPANTS)
MACRO-IReadiness for ChangeContemplation4 Participants
MACRO-IReadiness for ChangeAction34 Participants
MACRO-IReadiness for ChangePreparation10 Participants
MACRO-IReadiness for ChangeMaintenance81 Participants
MACRO-IReadiness for ChangePrecontemplation8 Participants
Usual CareReadiness for ChangeMaintenance66 Participants
Usual CareReadiness for ChangePrecontemplation2 Participants
Usual CareReadiness for ChangeContemplation9 Participants
Usual CareReadiness for ChangePreparation12 Participants
Usual CareReadiness for ChangeAction40 Participants
p-value: 0.1122Chi-squared
Secondary

Readiness for Change

Interventions like CR that require active engagement by participants are often dependent on the participant's willingness to adopt new activities, habits and routines. The Transtheoretical Model (TTM) is a behavioral framework for understanding readiness for change through 5 change-stages: (1) precontemplation, (2) contemplation, (3) preparation, (4) action, (5) maintenance. Participants in this study are asked at baseline Are you ready to make some healthy lifestyle changes to help your heart?, and at each follow-up assessment Since your hospitalization for your heart, have you made or are you making some healthy lifestyle changes to help your heart? to assess current state of change at each time point. The number of participants in each stage of change will be compared between groups at each timepoint. An increased readiness for change is associated with greater likelihood of goal attainment.

Time frame: Baseline

ArmMeasureCategoryValue (COUNT_OF_PARTICIPANTS)
MACRO-IReadiness for ChangeContemplation40 Participants
MACRO-IReadiness for ChangeAction65 Participants
MACRO-IReadiness for ChangePreparation60 Participants
MACRO-IReadiness for ChangeMaintenance7 Participants
MACRO-IReadiness for ChangePrecontemplation4 Participants
Usual CareReadiness for ChangeMaintenance1 Participants
Usual CareReadiness for ChangePrecontemplation5 Participants
Usual CareReadiness for ChangeContemplation43 Participants
Usual CareReadiness for ChangePreparation55 Participants
Usual CareReadiness for ChangeAction70 Participants
p-value: 0.2794Chi-squared
Secondary

Readiness for Change

Interventions like CR that require active engagement by participants are often dependent on the participant's willingness to adopt new activities, habits and routines. The Transtheoretical Model (TTM) is a behavioral framework for understanding readiness for change through 5 change-stages: (1) precontemplation, (2) contemplation, (3) preparation, (4) action, (5) maintenance. Participants in this study are asked at baseline Are you ready to make some healthy lifestyle changes to help your heart?, and at each follow-up assessment Since your hospitalization for your heart, have you made or are you making some healthy lifestyle changes to help your heart? to assess current state of change at each time point. The number of participants in each stage of change will be compared between groups at each timepoint.

Time frame: 6 Months

Population: 144 participants in the MACRO-I arm and 137 in the Usual Care arm completed the Readiness for Change at the 6 month assessment.

ArmMeasureCategoryValue (COUNT_OF_PARTICIPANTS)
MACRO-IReadiness for ChangePrecontemplation5 Participants
MACRO-IReadiness for ChangeAction51 Participants
MACRO-IReadiness for ChangePreparation9 Participants
MACRO-IReadiness for ChangeMaintenance74 Participants
MACRO-IReadiness for ChangeContemplation5 Participants
Usual CareReadiness for ChangeMaintenance56 Participants
Usual CareReadiness for ChangePrecontemplation2 Participants
Usual CareReadiness for ChangeContemplation6 Participants
Usual CareReadiness for ChangePreparation18 Participants
Usual CareReadiness for ChangeAction55 Participants
p-value: 0.144Chi-squared
Secondary

Sullivan Cardiac Self-Efficacy

The Sullivan Cardiac Self-Efficacy scale evaluates an individuals confidence to take care of themselves in association to their cardiac disease. It is scored on scale of 0 to 52 points, with a higher score indicating higher confidence.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ISullivan Cardiac Self-Efficacy2.7 score on a scaleStandard Deviation 8.5
Usual CareSullivan Cardiac Self-Efficacy1.3 score on a scaleStandard Deviation 8.7
p-value: 0.1932Mixed Models Analysis
Secondary

Sullivan Cardiac Self-Efficacy

The Sullivan Cardiac Self-Efficacy scale evaluates an individuals confidence to take care of themselves in association to their cardiac disease. It is scored on scale of 0 to 52 points, with a higher score indicating higher confidence.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ISullivan Cardiac Self-Efficacy3.2 score on a scaleStandard Deviation 7.8
Usual CareSullivan Cardiac Self-Efficacy3.0 score on a scaleStandard Deviation 7.9
p-value: 0.9012Mixed Models Analysis
Secondary

Sullivan Cardiac Self-Efficacy

The Sullivan Cardiac Self-Efficacy scale evaluates an individuals confidence to take care of themselves in association to their cardiac disease. It is scored on scale of 0 to 52 points, with a higher score indicating higher confidence.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ISullivan Cardiac Self-Efficacy2.9 score on a scaleStandard Deviation 8.9
Usual CareSullivan Cardiac Self-Efficacy1.8 score on a scaleStandard Deviation 8.7
p-value: 0.4279Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score

RAND-12 is a short questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. These provide an important contrast between physical and psychological health status.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score4.6 score on a scaleStandard Deviation 9.5
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score5.5 score on a scaleStandard Deviation 9.2
p-value: 0.614Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score

RAND-12 is a short questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. These provide an important contrast between physical and psychological health status.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score4.6 score on a scaleStandard Deviation 9.5
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score5.5 score on a scaleStandard Deviation 9.2
p-value: 0.8307Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score

RAND-12 is a short questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. These provide an important contrast between physical and psychological health status.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score4.6 score on a scaleStandard Deviation 10.4
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Mental Component Score6.4 score on a scaleStandard Deviation 8.2
p-value: 0.7327Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score

The Veterans RAND-12 is a short standardized and validated questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. Both scores range from 0 to 100 with a population mean of 50. These provide an important contrast between physical and psychological health status. A higher score indicates better physical or mental health, respectively.

Time frame: Baseline to 12-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score7.4 score on a scaleStandard Deviation 11.6
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score5.1 score on a scaleStandard Deviation 13.5
p-value: 0.2574Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score

The Veterans RAND-12 is a short standardized and validated questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. Both scores range from 0 to 100 with a population mean of 50. These provide an important contrast between physical and psychological health status. A higher score indicates better physical or mental health, respectively.

Time frame: Baseline to 6-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score7.1 score on a scaleStandard Deviation 10.8
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score7.0 score on a scaleStandard Deviation 11.1
p-value: 0.8951Mixed Models Analysis
Secondary

THE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score

The Veterans RAND-12 is a short standardized and validated questionnaire evaluating quality of life. The 12 items are summarized into two scores, a Physical Health Summary Measure {PCS-physical component score} and a Mental Health Summary Measure {MCS-mental component score}. Both scores range from 0 to 100 with a population mean of 50. These provide an important contrast between physical and psychological health status. A higher score indicates better physical or mental health, respectively.

Time frame: Baseline to 3-month change

ArmMeasureValue (MEAN)Dispersion
MACRO-ITHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score7.4 score on a scaleStandard Deviation 10.4
Usual CareTHE VETERANS RAND 12-ITEM HEALTH SURVEY (RAND-12) - Physical Component Score5.6 score on a scaleStandard Deviation 11.8
p-value: 0.2723Mixed Models Analysis

Source: ClinicalTrials.gov · Data processed: Jun 30, 2026