Chronic Disease
Conditions
Keywords
Hypertension, Hyperlipidemia, Diabetes, Arthritis, Obesity
Brief summary
Multiple chronic conditions are common and expensive among patients aged ≥65 and are associated with lower quality of life, poorer response to treatment, worse medical and psychiatric outcomes, higher mortality, and higher costs of care. The primary purpose of this study is to conduct a randomized clinical trial (RCT) to examine the effects of ElderTree --a web-based intervention--on health outcomes and healthcare use among older adults with several chronic health conditions, such as diabetes, high blood pressure, high cholesterol, COPD, BMI over 30, congestive heart failure, chronic kidney disease, arrhythmia/atrial fibrillation, chronic pain, arthritis. The investigator's hypothesis is that patients assigned to TAU+ElderTree will have better quality of life and fewer primary care visits than those assigned to TAU+Internet.
Interventions
Patients in this group will receive TAU+internet and links to helpful websites.
For the patient, ElderTree provides tools, motivation, and social support to help them manage their specific set of chronic conditions and communicate with peers and their primary care physician. For the clinic, ElderTree has a Clinician Report (CR), a visual dashboard of health-tracking data that can be customized based on the needs of the clinic. The CR provides alerts to the clinician when a patient passes a certain threshold. The dashboard is intended to help clinicians prepare for patient office visits.
Sponsors
Study design
Eligibility
Inclusion criteria
1. are ≥65 years old 2. have been treated in the University of Wisconsin Health clinics for at least the previous 18 months with no plans to leave during the study period 3. have 3 or more of the following chronic conditions: hypertension, hyperlipidemia, diabetes, arthritis, BMI over 30, chronic kidney disease, congestive heart failure, arrhythmia/atrial fibrillation, pulmonary heart disease or pulmonary vascular disease, chronic pain, COPD 4. report no current psychotic disorder that would prevent participation 5. have no acute medical problem requiring immediate hospitalization 6. be able to read and sign the consent form in English 7. have no known terminal illness 8. be willing to share health-related study data and * Systolic and diastolic BP * Weight * BMI * HDL/LDL * HbA1C * pain score * lung function * health care utilization: number of ER visits, urgent care visits, primary care visits and specialty care visits 9. allow researchers to share information with their primary care physician
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| PROMIS Global Health Measure Score | Measured at baseline and 12 months | Quality of life is assessed using the Patient-Reported Outcomes Measurement Information System (PROMIS) Global Health measure. For consistency with other measures, the time frame has been modified to refer to the past 2 weeks. Scores are calculated using the HealthMeasures Scoring Service. Scores are a T-score metric with a mean of 50 and a standard deviation of 10 with a range of about 20 to 80. Higher scores indicate better quality of life. |
| Psychological Flourishing Scale | Baseline and 12-months | Psychological well-being is assessed using the Psychological Flourishing Scale. The wording of items has been somewhat modified, including simplifying double-barreled items. For example, I lead a purposeful and meaningful life is shortened to I lead a meaningful life. Scores are a sum of all items with a range from 8 to 40. Higher scores indicate a better well-being. |
| UCLA Loneliness Scale | Baseline and 12-months | Loneliness is measured using the 8 items from the UCLA Loneliness Scale with the highest factor loadings among older adults. Scores ranged from 8 to 40. Higher scores indicate more loneliness. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Medication Adherence | Baseline and 12-months | Medication adherence is assessed with 8 items, 6 based on the Brief Medication Questionnaire by Svarstad et al. We simplified response options so that participants rate how often they had specific issues with medication (1=never and 5=always). On the basis of patients' experiences, we added 2 original items, Feels like I no longer need it and Feels like I don't need the full dose. There were 8 items in total, summed to get a final score. Scores ranged from 8 to 40. Higher scores indicate less medication adherence. |
| Crisis Health Care Visits | Baseline and 12-months | Crisis health care was the total number of urgent care visits, emergency room visits, and hospitalizations combined. Reported is the average count of visits. Higher numbers indicate more visits. |
| Unhealthy Laboratory Scores | 12-months | Laboratory scores are obtained from the patient's electronic health record (EHR) including blood pressure, HAC1 for diabetes, cholesterol, BMI. Some participants did not have this data. The final score is a fraction of the number of unhealthy labs over each persons total labs. Scores range from 0 to 1. Higher scores indicate more unhealthy lab records. |
| Falls Requiring Medical Attention | Baseline and 12-months | Falls requiring medical attention was assessed by one item counting the number of times in the past 3 months. A fall is defined in the survey as the body going to the ground without being pushed. Here we report statistics for how many times participants had fallen and required medical attention. Falls needing medical attention ranged from 0 to 4. |
| Long-term Care | Baseline and 12-months | Long-term care was the number of nights spent in assisted living facilities and nursing homes over the past 3 months. Number of nights ranged from 0 to 92. Higher numbers indicate more nights spent. |
| Falls | Baseline and 12-months | Falls were assessed by asking how often the participant had fallen in the past 3 months. A fall is defined in the survey as the body going to the ground without being pushed. Here we report statistics for how many times participants had fallen. Falls ranged from 0 to 14. |
| Symptom Distress | Baseline and 12-months | Symptom distress is assessed using a combined list of 20 symptoms and chronic conditions from the General Symptom Distress Scale and Bayliss Disease Burden Scale, assessing the severity of distress for each over the past 2 weeks (0=do not have this, 1=not very distressing, and 5=extremely distressing). Scores range from 0 to 100. Higher scores indicate more symptom distress. |
Countries
United States
Participant flow
Recruitment details
Recruitment was conducted from January 2018 to December 2019. The intervention period ended in June 2021.
Pre-assignment details
Two participants signed the consent form and were randomized but did not start the study. One couldn't use the ET website due to macular degeneration. The other one decided he's not interested in using computers and ElderTree.
Participants by arm
| Arm | Count |
|---|---|
| Treatment as Usual (TAU) + Internet Patients will be given access to helpful websites such as National Institute on Aging.
Treatment as usual (TAU) + Internet: Patients in this group will receive TAU+internet and links to helpful websites. | 168 |
| Treatment as Usual (TAU) + ElderTree Patients will be given access to the ElderTree website for 12 months which provides tools, motivation, and social support to help them manage their specific set of chronic conditions and communicate with peers and their primary care physician.
TAU + ElderTree: For the patient, ElderTree provides tools, motivation, and social support to help them manage their specific set of chronic conditions and communicate with peers and their primary care physician.
For the clinic, ElderTree has a Clinician Report (CR), a visual dashboard of health-tracking data that can be customized based on the needs of the clinic. The CR provides alerts to the clinician when a patient passes a certain threshold. The dashboard is intended to help clinicians prepare for patient office visits. | 176 |
| Total | 344 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| Overall Study | Death | 4 | 8 |
| Overall Study | Lost to Follow-up | 4 | 8 |
Baseline characteristics
| Characteristic | Treatment as Usual (TAU) + ElderTree | Total | Treatment as Usual (TAU) + Internet |
|---|---|---|---|
| Age, Continuous | 75.03 years STANDARD_DEVIATION 6.27 | 74.79 years STANDARD_DEVIATION 6.36 | 74.54 years STANDARD_DEVIATION 6.45 |
| Ethnicity (NIH/OMB) Hispanic or Latino | 0 Participants | 1 Participants | 1 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 176 Participants | 343 Participants | 167 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Health Insurance type Affordable Care Act | 0 Participants | 0 Participants | 0 Participants |
| Health Insurance type Covered under someone else | 0 Participants | 0 Participants | 0 Participants |
| Health Insurance type Medicaid | 1 Participants | 3 Participants | 2 Participants |
| Health Insurance type Medicare | 69 Participants | 126 Participants | 57 Participants |
| Health Insurance type Military | 0 Participants | 0 Participants | 0 Participants |
| Health Insurance type More than one source | 103 Participants | 208 Participants | 105 Participants |
| Health Insurance type NA | 1 Participants | 2 Participants | 1 Participants |
| Health Insurance type No insurance | 0 Participants | 0 Participants | 0 Participants |
| Health Insurance type Private insurance | 2 Participants | 5 Participants | 3 Participants |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Asian | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Black or African American | 8 Participants | 22 Participants | 14 Participants |
| Race (NIH/OMB) More than one race | 4 Participants | 5 Participants | 1 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) White | 164 Participants | 317 Participants | 153 Participants |
| Region of Enrollment United States | 176 participants | 344 participants | 168 participants |
| Sex: Female, Male Female | 106 Participants | 209 Participants | 103 Participants |
| Sex: Female, Male Male | 70 Participants | 135 Participants | 65 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 4 / 168 | 8 / 176 |
| other Total, other adverse events | 0 / 168 | 0 / 176 |
| serious Total, serious adverse events | 0 / 168 | 0 / 176 |
Outcome results
PROMIS Global Health Measure Score
Quality of life is assessed using the Patient-Reported Outcomes Measurement Information System (PROMIS) Global Health measure. For consistency with other measures, the time frame has been modified to refer to the past 2 weeks. Scores are calculated using the HealthMeasures Scoring Service. Scores are a T-score metric with a mean of 50 and a standard deviation of 10 with a range of about 20 to 80. Higher scores indicate better quality of life.
Time frame: Measured at baseline and 12 months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | PROMIS Global Health Measure Score | Baseline: Mental | 46.27 T-score | Standard Deviation 7.42 |
| Treatment as Usual (TAU) + Internet | PROMIS Global Health Measure Score | 12 Months: Mental | 44.92 T-score | Standard Deviation 6.82 |
| Treatment as Usual (TAU) + Internet | PROMIS Global Health Measure Score | Baseline: Physical | 42.40 T-score | Standard Deviation 6.5 |
| Treatment as Usual (TAU) + Internet | PROMIS Global Health Measure Score | 12 Months: Physical | 42.13 T-score | Standard Deviation 6.3 |
| Treatment as Usual (TAU) + ElderTree | PROMIS Global Health Measure Score | 12 Months: Physical | 42.41 T-score | Standard Deviation 6.32 |
| Treatment as Usual (TAU) + ElderTree | PROMIS Global Health Measure Score | Baseline: Mental | 46.21 T-score | Standard Deviation 7.16 |
| Treatment as Usual (TAU) + ElderTree | PROMIS Global Health Measure Score | Baseline: Physical | 42.35 T-score | Standard Deviation 5.99 |
| Treatment as Usual (TAU) + ElderTree | PROMIS Global Health Measure Score | 12 Months: Mental | 46.38 T-score | Standard Deviation 7.34 |
Psychological Flourishing Scale
Psychological well-being is assessed using the Psychological Flourishing Scale. The wording of items has been somewhat modified, including simplifying double-barreled items. For example, I lead a purposeful and meaningful life is shortened to I lead a meaningful life. Scores are a sum of all items with a range from 8 to 40. Higher scores indicate a better well-being.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Psychological Flourishing Scale | Baseline | 31.55 score on a scale | Standard Deviation 5.39 |
| Treatment as Usual (TAU) + Internet | Psychological Flourishing Scale | 12-months | 31.50 score on a scale | Standard Deviation 5.15 |
| Treatment as Usual (TAU) + ElderTree | Psychological Flourishing Scale | Baseline | 31.12 score on a scale | Standard Deviation 5.08 |
| Treatment as Usual (TAU) + ElderTree | Psychological Flourishing Scale | 12-months | 31.48 score on a scale | Standard Deviation 5.6 |
UCLA Loneliness Scale
Loneliness is measured using the 8 items from the UCLA Loneliness Scale with the highest factor loadings among older adults. Scores ranged from 8 to 40. Higher scores indicate more loneliness.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | UCLA Loneliness Scale | 12-months | 16.05 score on a scale | Standard Deviation 6.27 |
| Treatment as Usual (TAU) + Internet | UCLA Loneliness Scale | Baseline | 16.02 score on a scale | Standard Deviation 5.77 |
| Treatment as Usual (TAU) + ElderTree | UCLA Loneliness Scale | Baseline | 17.12 score on a scale | Standard Deviation 6.04 |
| Treatment as Usual (TAU) + ElderTree | UCLA Loneliness Scale | 12-months | 16.75 score on a scale | Standard Deviation 5.86 |
Crisis Health Care Visits
Crisis health care was the total number of urgent care visits, emergency room visits, and hospitalizations combined. Reported is the average count of visits. Higher numbers indicate more visits.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Crisis Health Care Visits | Baseline | 0.42 visits | Standard Deviation 0.9 |
| Treatment as Usual (TAU) + Internet | Crisis Health Care Visits | 12-months | 0.86 visits | Standard Deviation 1.76 |
| Treatment as Usual (TAU) + ElderTree | Crisis Health Care Visits | Baseline | 0.45 visits | Standard Deviation 1.06 |
| Treatment as Usual (TAU) + ElderTree | Crisis Health Care Visits | 12-months | 0.76 visits | Standard Deviation 1.45 |
Falls
Falls were assessed by asking how often the participant had fallen in the past 3 months. A fall is defined in the survey as the body going to the ground without being pushed. Here we report statistics for how many times participants had fallen. Falls ranged from 0 to 14.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Falls | Baseline | 0.36 falls | Standard Deviation 0.95 |
| Treatment as Usual (TAU) + Internet | Falls | 12-months | 0.36 falls | Standard Deviation 0.89 |
| Treatment as Usual (TAU) + ElderTree | Falls | Baseline | 0.36 falls | Standard Deviation 0.88 |
| Treatment as Usual (TAU) + ElderTree | Falls | 12-months | 0.72 falls | Standard Deviation 4.09 |
Falls Requiring Medical Attention
Falls requiring medical attention was assessed by one item counting the number of times in the past 3 months. A fall is defined in the survey as the body going to the ground without being pushed. Here we report statistics for how many times participants had fallen and required medical attention. Falls needing medical attention ranged from 0 to 4.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Falls Requiring Medical Attention | Baseline | 0.23 falls requiring medical attention | Standard Deviation 0.5 |
| Treatment as Usual (TAU) + Internet | Falls Requiring Medical Attention | 12-months | 0.33 falls requiring medical attention | Standard Deviation 0.84 |
| Treatment as Usual (TAU) + ElderTree | Falls Requiring Medical Attention | Baseline | 0.18 falls requiring medical attention | Standard Deviation 0.39 |
| Treatment as Usual (TAU) + ElderTree | Falls Requiring Medical Attention | 12-months | 0.16 falls requiring medical attention | Standard Deviation 0.37 |
Long-term Care
Long-term care was the number of nights spent in assisted living facilities and nursing homes over the past 3 months. Number of nights ranged from 0 to 92. Higher numbers indicate more nights spent.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Long-term Care | Baseline | 0.01 nights | Standard Deviation 0.15 |
| Treatment as Usual (TAU) + Internet | Long-term Care | 12-months | 0.79 nights | Standard Deviation 7.76 |
| Treatment as Usual (TAU) + ElderTree | Long-term Care | Baseline | 0.25 nights | Standard Deviation 2.5 |
| Treatment as Usual (TAU) + ElderTree | Long-term Care | 12-months | 0.29 nights | Standard Deviation 2.11 |
Medication Adherence
Medication adherence is assessed with 8 items, 6 based on the Brief Medication Questionnaire by Svarstad et al. We simplified response options so that participants rate how often they had specific issues with medication (1=never and 5=always). On the basis of patients' experiences, we added 2 original items, Feels like I no longer need it and Feels like I don't need the full dose. There were 8 items in total, summed to get a final score. Scores ranged from 8 to 40. Higher scores indicate less medication adherence.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Medication Adherence | Baseline | 13.14 score on a scale | Standard Deviation 4.36 |
| Treatment as Usual (TAU) + Internet | Medication Adherence | 12-months | 12.70 score on a scale | Standard Deviation 4.23 |
| Treatment as Usual (TAU) + ElderTree | Medication Adherence | Baseline | 13.07 score on a scale | Standard Deviation 3.88 |
| Treatment as Usual (TAU) + ElderTree | Medication Adherence | 12-months | 12.56 score on a scale | Standard Deviation 4.07 |
Symptom Distress
Symptom distress is assessed using a combined list of 20 symptoms and chronic conditions from the General Symptom Distress Scale and Bayliss Disease Burden Scale, assessing the severity of distress for each over the past 2 weeks (0=do not have this, 1=not very distressing, and 5=extremely distressing). Scores range from 0 to 100. Higher scores indicate more symptom distress.
Time frame: Baseline and 12-months
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Symptom Distress | Baseline | 21.10 score on a scale | Standard Deviation 14.56 |
| Treatment as Usual (TAU) + Internet | Symptom Distress | 12-months | 18.86 score on a scale | Standard Deviation 14.89 |
| Treatment as Usual (TAU) + ElderTree | Symptom Distress | Baseline | 20.58 score on a scale | Standard Deviation 14.55 |
| Treatment as Usual (TAU) + ElderTree | Symptom Distress | 12-months | 18.58 score on a scale | Standard Deviation 14.14 |
Unhealthy Laboratory Scores
Laboratory scores are obtained from the patient's electronic health record (EHR) including blood pressure, HAC1 for diabetes, cholesterol, BMI. Some participants did not have this data. The final score is a fraction of the number of unhealthy labs over each persons total labs. Scores range from 0 to 1. Higher scores indicate more unhealthy lab records.
Time frame: 12-months
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Treatment as Usual (TAU) + Internet | Unhealthy Laboratory Scores | 0.64 fraction of unhealthy lab scores | Standard Deviation 0.31 |
| Treatment as Usual (TAU) + ElderTree | Unhealthy Laboratory Scores | 0.64 fraction of unhealthy lab scores | Standard Deviation 0.34 |