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Design and Use of Patient-Facing Electronic Patient-Reported Outcomes and Sensor Data Visualizations During Outpatient Chemotherapy

Design and Use of Patient-Facing Electronic Patient-Reported Outcomes and Sensor Data Visualizations During Outpatient Chemotherapy

As part of a prospective longitudinal National Cancer Institute–funded study to develop a remote symptom monitoring system during chemotherapy [6], we created mobile-friendly web visualizations of each patient’s daily symptom ratings and wearable device data (Figure 1). The aim of this paper is to describe patterns of use of these novel visualizations. Visualizations of daily symptom ratings and wearable data with self-care resources.

Christianna Bartel, Leeann Chen, Weiyu Huang, Qichang Li, Qingyang Li, Jennifer Fedor, Krina C Durica, Carissa A Low

JMIR Cancer 2025;11:e62711

Engagement With Daily Symptom Reporting, Passive Smartphone Sensing, and Wearable Device Data Collection During Chemotherapy: Longitudinal Observational Study

Engagement With Daily Symptom Reporting, Passive Smartphone Sensing, and Wearable Device Data Collection During Chemotherapy: Longitudinal Observational Study

To achieve these potential benefits, patients, including those who are older, acutely ill, or with low digital or health literacy, must engage with technological systems to report symptoms and provide other patient-generated health data for remote monitoring purposes. This paper’s goal is to characterize patient engagement with a system aimed at capturing daily patient-reported symptoms and continuous wearable and smartphone sensor data during chemotherapy.

Sean McClaine, Jennifer Fedor, Christianna Bartel, Leeann Chen, Krina C Durica, Carissa A Low

JMIR Cancer 2024;10:e57347

Patient and Provider Perspectives on Symptom Monitoring During Outpatient Chemotherapy: Interview Study

Patient and Provider Perspectives on Symptom Monitoring During Outpatient Chemotherapy: Interview Study

A coding team comprised of 3 authors read all transcripts and developed preliminary codes. All transcripts were coded by a member of the coding team, with weekly meetings to ensure consistency of coding and group codes into larger thematic classifications.

Leeann Chen, Christianna Bartel, Xinlu Cai, Yanghuidi Cheng, Adam Perer, Sean McClaine, Elizabeth Kairis, Krina Durica, Weiyu Huang, Carissa A Low

JMIR Form Res 2023;7:e46001

A Real-Time Mobile Intervention to Reduce Sedentary Behavior Before and After Cancer Surgery: Pilot Randomized Controlled Trial

A Real-Time Mobile Intervention to Reduce Sedentary Behavior Before and After Cancer Surgery: Pilot Randomized Controlled Trial

They were provided with a Fitbit Versa smartwatch (first generation) paired with a Google Pixel 2 smartphone on which Detecting Activity to Support Healing (DASH) study apps (Intervention or Monitoring-only) as well as the Fitbit app had been installed.

Carissa A Low, Michaela Danko, Krina C Durica, Julio Vega, Meng Li, Abhineeth Reddy Kunta, Raghu Mulukutla, Yiyi Ren, Susan M Sereika, David L Bartlett, Dana H Bovbjerg, Anind K Dey, John M Jakicic

JMIR Perioper Med 2023;6:e41425

Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study

Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study

AWARE stored this information on the device and transmitted deidentified data to a secure server over a secure network connection when the device was connected to Wi-Fi. Participants were asked to keep the phone charged and with them at all times and to use the phone for communication as much as possible. Participants were also given a Fitbit Charge 2 device to wear for the duration of the study, which they were invited to keep after study completion.

Carissa A Low, Meng Li, Julio Vega, Krina C Durica, Denzil Ferreira, Vernissia Tam, Melissa Hogg, Herbert Zeh III, Afsaneh Doryab, Anind K Dey

JMIR Cancer 2021;7(2):e27975