The goal of this study is to evaluate the feasibility of using information from wearable devices and self-reported symptoms to remotely monitor patients during immunotherapy. The main questions it aims to answer are: * Is the digital remote patient monitoring tool feasible and acceptable to patients? * Do the alerts and guidance improve symptom management, quality of life, and engagement with the care team during treatment? Participants will: * Complete a demographic questionnaire at the beginning of the study and quality-of-life and health questionnaires at the beginning, midpoint, and end of study. * As feasible: At the beginning and end of the study, complete an in-person physical function assessment measuring balance (Short Physical Performance Battery). If participant is randomly assigned to the intervention group, they will also: * Complete weekly symptom ratings via digital remote patient monitoring tool * Wear a Fitbit activity tracker for 90 days. * At the end of the study, complete a semi-structured interview to provide feedback on the study.
Participants (n = 40) will be recruited from UPMC Hillman clinics. If eligible patients consent to participate, they will complete online baseline, midpoint, and end of study questionnaires. Participant's medical records will be reviewed to extract demographic information and clinical covariates, including information about their cancer, its treatment, biological variables such as sex and age, clinical variables such as comorbidities, surgeries and hospitalizations, medications, and other markers of health care utilization (e.g., emergency department visits). Once extracted, these values will be linked only to their study ID number. As feasible, participants will complete the Short Physical Performance Battery (SPPB) at the UPMC Hillman Cancer Center or the research team's office at baseline and at the end of the study. During these visits, this in-person assessment will be administered by trained study team members. Participants that enroll in the study remotely will be invited to complete the in-person SPPB as feasible. The SPPB will be conducted within 2 weeks of the enrollment date and within 2 weeks of the end of study date. Following informed consent and completing baseline questionnaires, participants will then be randomized into the digital remote monitoring group or usual care (1:1). For participants in the intervention condition (digital remote monitoring group): At the initial study visit, participants in the digital remote monitoring group will be oriented to the ecological momentary assessment procedures to assess patient reported symptoms. Participants in the digital remote monitoring group will receive a weekly text message containing a secure link to a brief (approximately 5 minute) online symptom survey administered via Qualtrics. Each participant is assigned a unique, non-identifying study ID, which is embedded in their survey link to ensure responses are associated with the correct participant. A secure Qualtrics-based contact log, accessible only to authorized study personnel, will maintain phone numbers and study IDs for survey distribution. No survey data is stored on the participant's device, and no personally identifiable information is collected within the survey. All data is linked only to the study ID. Data usage requirements are not significantly different from what most smartphone users would require if they use their device to access the Internet for web searching. Symptoms will be assessed using the Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE). The PRO-CTCAE includes 22 symptoms commonly associated with immune-related adverse events (irAEs), such as fatigue, diarrhea, abdominal pain, constipation, rash, itchy skin, dry skin, muscle aches, joint pain, arm or leg swelling, decreased appetite, nausea, vomiting, shortness of breath, cough, headache, dry mouth, blurry vision, dizziness, pain or burning with urination, eye irritation (e.g., itching, watering, stinging, foreign body sensation), and nasal congestion. Participants are asked to report on symptoms experienced over the past 7 days. Responses are rated on a 0-4 scale. If a participant reports a rating of 2 (moderate), 3 (severe), or 4 (very severe) for any symptom, an automated alert will appear at the end of the survey. This alert will inform participants that their responses may be concerning and that they should consider contacting their clinical care team. The alert will also include a summary of the self-reported severity, frequency, and/or interference for the relevant symptom(s), along with links to symptom management resources on the National Cancer Institute website. In addition to the PRO-CTCAE questions in the weekly survey, participants in the digital remote monitoring group will also be asked to rate their overall quality of life for that day from 0 (worst possible) to 10 (best possible), report any cancer treatment they've received since the last survey, and indicate if they have communicated with their cancer care team since their last survey. Participants in the digital remote monitoring group will receive weekly email reports from the study team that show summaries/graphs of recent alerts triggered, symptom ratings, and Fitbit data. Participants may choose to share these data reports with their care team, family members, etc. Participants in the remote monitoring group will also be asked to wear a Fitbit device as feasible (Fitbit Inspire 3 or similar) for the duration of the study and to install the Fitbit app on their smartphone. The Fitbit is a wristwatch-sized waterproof device that assesses heart and breathing rates, physical activity, and sleep, skin temperature, and oxygen levels and wirelessly transmits data to the server. Participants will be asked to charge the device as needed, approximately every 4-5 days. If participants already own a Fitbit device that collects comparable data to the study provided device, the study team will request access to the participant's Fitbit data for the duration of their study participation. Fitbit data points exceeding prespecified thresholds based on physiological norms (for skin temperature and pulse oxygenation) or each participants' historic average (heart rate and activity) will trigger a recommendation that the participant may want to contact their provider about the potentially concerning data point(s). At the end of the study, participants will complete an end of study interview.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
SUPPORTIVE_CARE
Masking
NONE
Enrollment
40
Responses to the PRO-CTCAE questions range from 0-4. Any grade 2-4 response (reflecting moderate to severe symptoms) will trigger a recommendation that the participant may want to contact their provider about the potentially concerning symptom. Fitbit data points exceeding prespecified thresholds based on physiological norms (for skin temperature and pulse oxygenation) or each participants' historic average (heart rate and activity) will also trigger a recommendation that the participant may want to contact their provider about the potentially concerning data point. Participants will receive weekly data reports that show summaries/graphs of recent alerts triggered, symptom ratings, and Fitbit data.
Participants will complete baseline, midpoint, and end of study measures and complete the Short Physical Performance Battery (SPPB). They will not complete surveys, wear a Fitbit, or receive recommendations about when they might want to reach out to a provider about potentially concerning symptoms or Fitbit values. Participants will use the standard information they receive from clinic about how to manage their symptoms and when to contact their care team.
UPMC Hillman Cancer Center
Pittsburgh, Pennsylvania, United States
Acceptability via semi-structured interviews
Post-intervention semi-structured interviews will be conducted to gather participant feedback and assess acceptability of the intervention. Participants will be asked to rate the likelihood they would keep using system on their own and to recommend system on a scale from 0 (not at all likely) to 10 (extremely likely). Responses will be averaged.
Time frame: At the end of the intervention (at approximately 90 days)
Acceptability via System Usability Scale
System Usability Scale (SUS). For odd items, subtract one from the user response. For even-numbered items, subtract the user responses from 5. This scales all values from 0 to 4 (with four being the most positive response). Add up the converted responses for each user and multiply that total by 2.5. Possible range of scores is 0 to 100 representing a composite measure of the overall usability of the system being studied.
Time frame: At the end of the intervention (at approximately 90 days)
Feasibility via accrual rate
accrual rate (number of participants that enroll \[consent and provide at least one form of data\] out of number of participants approached)
Time frame: From enrollment to the end of the intervention (at approximately 90 days)
Feasibility via engagement with surveys
engagement (how many weeks participants completed symptom surveys)
Time frame: From enrollment to the end of the intervention (at approximately 90 days)
Feasibility via engagement with Fitbit
engagement (how many days within the study the participants had Fitbit data)
Time frame: From enrollment to the end of the intervention (at approximately 90 days)
Feasibility via completion rate
completion rate (number of participants that complete the study)
Time frame: From enrollment to the end of the intervention (at approximately 90 days)
Patient-Reported Physical Symptoms
Symptoms will be assessed using the PRO version of the Common Terminology for Adverse Events (PRO-CTCAE; Dueck et al., 2015). PRO-CTCAE questions will assess 22 symptoms commonly associated with immune-related adverse events (irAEs), such as fatigue, diarrhea, abdominal pain, constipation, rash, and itchy skin. For each symptom, participants will be asked about the severity, frequency, and/or the extent to which a symptom interfered with their activities. Participants will be asked to complete one rating per week and will report on symptoms over the past 7 days. Responses range from 0-4, with higher scores indicating more severe symptoms.
Time frame: Change from baseline to the end of the intervention (at approximately 90 days)
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