Breast Neoplasm Female
Conditions
Brief summary
This study will test the use of a web-enabled app that is integrated directly with patients' electronic health records, with and without tailored feedback. The app-based intervention is designed to improve patient-provider communication outside of clinic visits, resulting in improved symptom management and adjuvant endocrine therapy adherence among diverse patients with hormone receptor-positive breast cancer. The researchers will evaluate the impact of the intervention on a comprehensive set of outcomes, including rigorous measures of long-term adherence, quality of life, and costs.
Detailed description
For women with hormone receptor-positive breast cancer, long-term use of adjuvant endocrine therapy (AET) significantly reduces the risk of hospitalizations, cancer recurrence and mortality, and increases quality of life. Despite the known benefits of AETs, many patients are nonadherent due to adverse side effects. Furthermore, lower AET adherence among black women may be contributing to the large and growing disparities in mortality outcomes. Real-time monitoring of treatment-related adverse symptoms and adherence could result in more effective management of symptoms, higher medication adherence, and ultimately lower recurrence and mortality. To date, however, only a few interventions have aimed to improve AET adherence, even fewer have targeted symptom management as a means to improve adherence, and none have found a statistically significant improvement on adherence. This study will fill this research gap by testing a web-enabled app designed with the explicit goal of improving long-term AET adherence. Patient-reported symptoms will be integrated directly with the patient's electronic health record, and concerning reports will trigger an alert to the patient's care team in order to improve timely patient-provider communication and care outside of clinic visits. In a small pilot trial of the study app, the researchers found that participants who had recently initiated a new AET and received weekly reminders to use the app reported significantly higher adherence to AETs at 8 weeks compared with a control group (91% vs. 68%, p=0.02). The proposed study builds on the success of the pilot by: 1) expanding the intervention period to six months in order to capture later-onset adverse symptoms that are slower to develop; 2) following participants for one to three years, depending on enrollment year, to test longer-term effects of the intervention on medication adherence and other outcomes; 3) including a larger sample powered to test multiple levels of the intervention; and 4) race-stratifying to test for a differential impact by race. This study will randomize 360 participants to one of three arms: 1) an App group (n=120) that will receive weekly reminders to use the study app; 2) an App+Feedback group (n=120) that will receive weekly reminders and personalized feedback based on their use of the app; or 3) a Usual Care group (n=120) that will receive usual care only. The app will include questions about AET adherence and adverse symptoms with built-in alerts sent to the patient's care team if any concerning symptoms or trends are reported. The researchers hypothesize that monitoring symptoms and adherence with actionable alerts and tailored feedback reports to patients will result in timelier symptom management and higher long-term adherence to AET. By evaluating the impact of the intervention on a comprehensive set of measures, including AET adherence, patient outcomes, racial disparities and resource use-related costs, this study will provide valuable and actionable results for providers, policy makers, and insurers who strive to achieve the Triple Aim - reduce costs while improving health outcomes and the patient experience.
Interventions
Participants in the THRIVE App group receive a weekly text message to prompt them to log into the THRIVE app to answer questions about their AET adherence and related adverse symptoms. The app can be accessed through any web-enabled device or Internet browser. All participant-reported data will be automatically entered into the patient's electronic health record and easily available to the care team for review. Any concerning symptoms or changes will trigger an email alert to the patient's oncology team.
Participants receive weekly tailored feedback messages and/or images based on their baseline survey responses and use of the app during the 6-month intervention phase. Some tailored feedback includes links to symptom-specific educational materials and coping strategies for participants who report low-severity symptoms. Message categories are tailored to participant's responses to the app and baseline survey.
Sponsors
Study design
Eligibility
Inclusion criteria
* Adult female patients (age≥18) * Diagnosis of ductal carcinoma in situ or Stage I-III hormone receptor-positive breast cancer * New prescription for an aromatase inhibitor or tamoxifen * Have a mobile device with a data plan or a home computer with Internet * Have a valid email address * Willing to complete brief surveys on a web-enabled device * AET is indicated as standard of care
Exclusion criteria
* Unable to communicate in English * Prior use of adjuvant endocrine therapy (aromatase inhibitor or tamoxifen) for current diagnosis * Concurrently undergoing surgery, chemotherapy or radiation * Current diagnosis of rheumatoid arthritis * Chronic daily narcotic usage * Patient plans to move or transfer their care within the next year
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Adjuvant Endocrine Therapy (AET) Medication Adherence | Up to Month 12 | Medication adherence with prescribed AET (aromatase inhibitor or tamoxifen) is captured using an electronic monitoring pillbox (Wisepill). |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Baseline, Month 12 | Relative changes in adverse symptom burden were assessed using the Endocrine Symptom Subscale of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) questionnaire. The FACT-ES is a 46-item questionnaire asking participants to report how much they have been impacted by a variety of symptoms on a 5-point scale where 0 = not at all and 4 = very much. The Endocrine Symptom Subscale consists of 19 items with total raw scores ranging from 0 to 76. Higher scores indicate greater impact from symptoms. |
| Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Baseline, Month 12 | Quality of life was measured with the SF-12 instrument. The SF-12 is a multipurpose short form survey with 12 questions, all selected from the SF-36 Health Survey. SF-12 is a standardized self-report questionnaire that assesses mental and physical functioning. The SF-12 consists of 12 items with a Likert-type response format that measures quality of life with a Physical Component Summary (PCS) and Mental Component Summary (MCS). Subscales associated with the PCS include physical functioning, role limitations due to physical problems, bodily pain, and general health perceptions. A scoring algorithm is used to generate a total score for the PCS component that ranges from 0 to 100. Low values represent a poor health state while high values represent a good health state. |
| Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Baseline, Month 12 | Quality of life was measured with the SF-12 instrument. The SF-12 is a multipurpose short form survey with 12 questions, all selected from the SF-36 Health Survey. SF-12 is a standardized self-report questionnaire that assesses mental and physical functioning. The SF-12 consists of 12 items with a Likert-type response format that measures quality of life with a Physical Component Summary (PCS) and Mental Component Summary (MCS). Subscales associated with the MCS include vitality (energy and fatigue), social functioning, role limitations due to emotional problems, and mental health. A scoring algorithm is used to generate a total score for the MCS component that ranges from 0 to 100. Low values represent a poor health state while high values represent a good health state. |
| Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Baseline, Month 12 | Relative changes in adverse symptom burden were measured using the 4-item PROMIS Self-Efficacy for Managing Symptoms short form questionnaire. Participants indicate how confident they are that they can manage their symptoms on a 5-point scale where 1 = not confident at all and 5 = very confident. Total scores range from 4 to 20 and higher scores indicate greater self-efficacy for managing symptoms. |
Countries
United States
Participant flow
Recruitment details
Participants were recruited from West Cancer Centers in East Memphis and Midtown, Memphis, Tennessee, USA. Participant enrollment began November 15, 2018 and all follow-up assessments were completed by June 30, 2022.
Participants by arm
| Arm | Count |
|---|---|
| Usual Care Participants with early-stage, hormone receptor positive breast cancer used an electronic pill monitoring device with their adjuvant endocrine therapy (AET) medication and completed a survey at baseline and again after 12 months. | 104 |
| THRIVE App Participants with early-stage, hormone receptor positive breast cancer used a web-based app to report their AET use in the previous 7 days and any treatment-related symptoms or changes in the severity of symptoms. Participants received reminders via text or email to use the app once per week during the 6-month intervention phase. Participants used an electronic pill monitoring device with their AET medication and completed a survey at baseline and again after 12 months. | 98 |
| THRIVE App+Feedback Participants with early-stage, hormone receptor positive breast cancer used a web-based app to report their AET use in the previous 7 days and any treatment-related symptoms or changes in the severity of symptoms. Participants received reminders via text or email to use the app once per week during the 6-month intervention phase. In addition, participants in this group also received weekly tailored feedback text messages or images during the 6-month intervention phase. Participants used an electronic pill monitoring device with their AET medication and completed a survey at baseline and again after 12 months. | 102 |
| Total | 304 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 |
|---|---|---|---|---|
| Overall Study | Adverse Event | 2 | 0 | 1 |
| Overall Study | Death | 0 | 1 | 1 |
| Overall Study | Lost to Follow-up | 5 | 11 | 15 |
| Overall Study | Withdrawal by Subject | 0 | 2 | 0 |
Baseline characteristics
| Characteristic | Usual Care | THRIVE App | THRIVE App+Feedback | Total |
|---|---|---|---|---|
| Age, Continuous | 58.3 years STANDARD_DEVIATION 11.4 | 59.4 years STANDARD_DEVIATION 10.3 | 58.1 years STANDARD_DEVIATION 10.7 | 58.6 years STANDARD_DEVIATION 10.8 |
| Education High school or less | 19 Participants | 18 Participants | 23 Participants | 60 Participants |
| Education More than high school | 85 Participants | 80 Participants | 79 Participants | 244 Participants |
| Ethnicity (NIH/OMB) Hispanic or Latino | 3 Participants | 3 Participants | 3 Participants | 9 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 100 Participants | 95 Participants | 98 Participants | 293 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 1 Participants | 0 Participants | 1 Participants | 2 Participants |
| Income <100% Federal Poverty Level (FPL) | 12 Participants | 13 Participants | 7 Participants | 32 Participants |
| Income 100 to 200% FPL | 12 Participants | 9 Participants | 12 Participants | 33 Participants |
| Income 201 to 400% FPL | 23 Participants | 20 Participants | 23 Participants | 66 Participants |
| Income >400% FPL | 52 Participants | 54 Participants | 56 Participants | 162 Participants |
| Income Missing | 5 Participants | 2 Participants | 4 Participants | 11 Participants |
| Marital Status Married or living with partner | 72 Participants | 62 Participants | 68 Participants | 202 Participants |
| Marital Status Other | 32 Participants | 36 Participants | 34 Participants | 102 Participants |
| Race/Ethnicity, Customized American Indian or Alaska Native | 0 Participants | 1 Participants | 0 Participants | 1 Participants |
| Race/Ethnicity, Customized Asian | 1 Participants | 2 Participants | 2 Participants | 5 Participants |
| Race/Ethnicity, Customized Black or African American | 37 Participants | 33 Participants | 32 Participants | 102 Participants |
| Race/Ethnicity, Customized Other | 1 Participants | 1 Participants | 0 Participants | 2 Participants |
| Race/Ethnicity, Customized White | 65 Participants | 61 Participants | 68 Participants | 194 Participants |
| Region of Enrollment United States | 104 Participants | 98 Participants | 102 Participants | 304 Participants |
| Sex: Female, Male Female | 104 Participants | 98 Participants | 102 Participants | 304 Participants |
| Sex: Female, Male Male | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 104 | 1 / 98 | 1 / 102 |
| other Total, other adverse events | 2 / 104 | 0 / 98 | 1 / 102 |
| serious Total, serious adverse events | 15 / 104 | 9 / 98 | 6 / 102 |
Outcome results
Adjuvant Endocrine Therapy (AET) Medication Adherence
Medication adherence with prescribed AET (aromatase inhibitor or tamoxifen) is captured using an electronic monitoring pillbox (Wisepill).
Time frame: Up to Month 12
Population: This analysis includes participants who completed the 12 month follow-up assessment.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Usual Care | Adjuvant Endocrine Therapy (AET) Medication Adherence | 77 percentage of prescribed doses taken | Standard Deviation 26 |
| THRIVE App | Adjuvant Endocrine Therapy (AET) Medication Adherence | 73 percentage of prescribed doses taken | Standard Deviation 28 |
| THRIVE App+Feedback | Adjuvant Endocrine Therapy (AET) Medication Adherence | 71 percentage of prescribed doses taken | Standard Deviation 30 |
19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES)
Relative changes in adverse symptom burden were assessed using the Endocrine Symptom Subscale of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) questionnaire. The FACT-ES is a 46-item questionnaire asking participants to report how much they have been impacted by a variety of symptoms on a 5-point scale where 0 = not at all and 4 = very much. The Endocrine Symptom Subscale consists of 19 items with total raw scores ranging from 0 to 76. Higher scores indicate greater impact from symptoms.
Time frame: Baseline, Month 12
Population: This analysis includes participants completing the indicated study visit.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Usual Care | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Baseline | 62.95 score on a scale | Standard Deviation 9.89 |
| Usual Care | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Month 12 | 60.14 score on a scale | Standard Deviation 11.82 |
| THRIVE App | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Baseline | 63.01 score on a scale | Standard Deviation 9.62 |
| THRIVE App | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Month 12 | 59.29 score on a scale | Standard Deviation 11.49 |
| THRIVE App+Feedback | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Baseline | 63.47 score on a scale | Standard Deviation 9.23 |
| THRIVE App+Feedback | 19 Item Endocrine Symptom Subscale (ESS-19) Score of the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES) | Month 12 | 60.54 score on a scale | Standard Deviation 11.26 |
Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score
Relative changes in adverse symptom burden were measured using the 4-item PROMIS Self-Efficacy for Managing Symptoms short form questionnaire. Participants indicate how confident they are that they can manage their symptoms on a 5-point scale where 1 = not confident at all and 5 = very confident. Total scores range from 4 to 20 and higher scores indicate greater self-efficacy for managing symptoms.
Time frame: Baseline, Month 12
Population: This analysis includes participants who completed the indicated study visit and had no missing responses in this survey. Some participants were administered the survey but skipped questions.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Usual Care | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Baseline | 17.28 score on a scale | Standard Deviation 2.89 |
| Usual Care | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Month 12 | 17.39 score on a scale | Standard Deviation 2.73 |
| THRIVE App | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Baseline | 16.69 score on a scale | Standard Deviation 3.82 |
| THRIVE App | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Month 12 | 16.46 score on a scale | Standard Deviation 3.93 |
| THRIVE App+Feedback | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Baseline | 16.88 score on a scale | Standard Deviation 3.12 |
| THRIVE App+Feedback | Patient-Reported Outcomes Measurement Information System (PROMIS) Self-Efficacy for Managing Symptoms Score | Month 12 | 16.78 score on a scale | Standard Deviation 3.29 |
Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score
Quality of life was measured with the SF-12 instrument. The SF-12 is a multipurpose short form survey with 12 questions, all selected from the SF-36 Health Survey. SF-12 is a standardized self-report questionnaire that assesses mental and physical functioning. The SF-12 consists of 12 items with a Likert-type response format that measures quality of life with a Physical Component Summary (PCS) and Mental Component Summary (MCS). Subscales associated with the MCS include vitality (energy and fatigue), social functioning, role limitations due to emotional problems, and mental health. A scoring algorithm is used to generate a total score for the MCS component that ranges from 0 to 100. Low values represent a poor health state while high values represent a good health state.
Time frame: Baseline, Month 12
Population: This analysis includes participants who completed the indicated study visit and had no missing responses in this survey. Some participants were administered the survey but skipped questions.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Usual Care | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Baseline | 50.66 score on a scale | Standard Deviation 9.59 |
| Usual Care | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Month 12 | 51.77 score on a scale | Standard Deviation 8.38 |
| THRIVE App | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Baseline | 50.76 score on a scale | Standard Deviation 9.86 |
| THRIVE App | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Month 12 | 49.98 score on a scale | Standard Deviation 10.48 |
| THRIVE App+Feedback | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Baseline | 50.68 score on a scale | Standard Deviation 10.02 |
| THRIVE App+Feedback | Short Form Health Survey (SF-12) Mental Component Summary (MCS) Score | Month 12 | 51.95 score on a scale | Standard Deviation 9.64 |
Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score
Quality of life was measured with the SF-12 instrument. The SF-12 is a multipurpose short form survey with 12 questions, all selected from the SF-36 Health Survey. SF-12 is a standardized self-report questionnaire that assesses mental and physical functioning. The SF-12 consists of 12 items with a Likert-type response format that measures quality of life with a Physical Component Summary (PCS) and Mental Component Summary (MCS). Subscales associated with the PCS include physical functioning, role limitations due to physical problems, bodily pain, and general health perceptions. A scoring algorithm is used to generate a total score for the PCS component that ranges from 0 to 100. Low values represent a poor health state while high values represent a good health state.
Time frame: Baseline, Month 12
Population: This analysis includes participants who completed the indicated study visit and had no missing responses in this survey. Some participants were administered the survey but skipped questions.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Usual Care | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Baseline | 44.30 score on a scale | Standard Deviation 10.14 |
| Usual Care | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Month 12 | 44.69 score on a scale | Standard Deviation 10.83 |
| THRIVE App | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Baseline | 44.87 score on a scale | Standard Deviation 9.79 |
| THRIVE App | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Month 12 | 47.57 score on a scale | Standard Deviation 10.02 |
| THRIVE App+Feedback | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Baseline | 43.99 score on a scale | Standard Deviation 9.65 |
| THRIVE App+Feedback | Short Form Health Survey (SF-12) Physical Component Summary (PCS) Score | Month 12 | 45.25 score on a scale | Standard Deviation 10.32 |