Way to Health

Project Portfolio

146 of 290+ projects listed

A subset of projects being designed, that are in progress and that have graduated.

Nursing Care for Substance Use Disorder
Opioid Use

The Nursing Care for Substance Use Disorder study explores whether in-person, patient first language training sessions at Penn nursing units and/or weekly educational text messaging affect nurses' attitudes towards patients with substance use disorder. Nurses complete a survey before and after receiving the 6-month intervention to measure changes in attitudes.


Results

Ongoing Research & Analysis


Features Utilized
CSV File Upload SMS Conversations Survey Administration
SLEEPY 2.0
Pediatrics

By identifying an optimal set of intervention components to increase sleep duration, SLEEPY 2.0 seeks to improve sleep duration and positive health outcomes for children with equitable effectiveness across socio-demographic backgrounds in Philadelphia.


Results

Ongoing Research & Analysis


Features Utilized
Automated Text Messaging Fitbit Device Integration Survey Administration
SMART-HABITS 2.0
Nephrology

This program supports Self-Management of Healthy Behaviors (SMART-HABITS) for Health tests the effectiveness of peer support and social norms for blood pressure monitoring in patients with chronic kidney disease (CKD), diabetes and hypertension. Through improving programs encouraging healthy behaviors among those living with CKD, SMART-HABITS aims to leverage study results to empower those living with CKD to optimally manage their disease.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Omron device integration
Literary Promotion Trial
Pediatrics

The ability to read, write, speak, think and respond critically can open the door to many possibilities across one's lifespan both in school and beyond, affecting how we interact with our communities, engage as citizens, consume health care, express ourselves and more. Often, children of low-income parents experience disparities in these critical areas of development. Parent-child shared reading can help ameliorate these disparities, yet low-income parents do not consistently engage in this activity. Behavioral economics approaches utilizing automated hovering (AH) have the potential to increase parent-child shared reading opportunities through text messages and financial inducements. Formerly referred to as Parent Child Reading Pilot. This study at CHOP aims to develop materials to frame an evidence base to promote parents reading with children. It tests lottery or regret language to explore if that promotes more reading with children.


Results

Ongoing Research & Analysis


Features Utilized
Lotteries SMS Conversations Decision Trees
Allstar
Physical Activity

This study employs gamification to increase physical activity among Black and Hispanic breast and prostate cancer survivors across three sites: Penn Medicine, City of Hope and Montefiore.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Integration Access Groups Gamification
Cobalt+
Mental Health

Mental health needs were disproportionately high among health care workers (HCWs) before the COVID-19 pandemic. However, the rapid spread of the disease forced providers to grapple with additional stressors, including longer shifts, shortages of personal protective equipment, increased mortality and morbidity, and isolation. Cobalt is a platform that was developed at Penn Medicine to assist with this challenge. The goal of this research program is to assess the impact of and perhaps increase engagement with the COBALT platform by sending surveys and nudges to create appointments. Based on responses to surveys, employees will get a different nudge depending on PHQ and GAD scores.


Results

Ongoing Research & Analysis


Features Utilized
App Integration Survey Administration SMS Conversations
Read more
VIBE
Womens Health

The coronaVirus Impact on Birth Equity in the 4th trimester study explores the impact of COVID on birth outcomes. The program involves 10 days of twice daily postpartum BP monitoring followed by twice weekly BP monitoring and weekly weight collection. Participants at Penn and Mt. Sinai locations are enrolled into a high or low risk arm, each with its own unique BP algorithm and escalation pathway.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Epic Embed Access Groups Multiple languages SMS blood pressure receiver Reminder messaging
Nails
Rhematology

This study is an open label trial of secukinumab to treat nail psoriasis utilizing W2H to administer patient and provider surveys, collect nail photos, and coordinate study data.


Results

Ongoing Research & Analysis


Features Utilized
Photo Collection CSV File upload Survey Administration
Coloprep 3.0
Gastroenterology

This is the next generation of the Coloprep program. Based on learnings from prior iteration, the program has been updated to include bi-directional text messaging to help answer patient questions. The goal remains the same - improve colonoscopy show-rates and increase adherence to prep required. This update also includes integration to Epic which allows the program to automatically text patients based on their upcoming appointment. The integration also takes into account appointment reschedules and cancellations.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration Appointment based Schedules
Philips CPAP Recall
Patient Communication

Phillips CPAP devices are going through a recall. Sleep medicine needs help to engage patients via text so they send back the recalled device. Patients will get text(s) about how to register their device. Responses will be captured and clinical teams notified so appropriate action can be taken.


Results

17800+ patients connected

Improved patient care


Features Utilized
SMS Conversations Custom Alerts EHR Integration
BRIDGE
Maternal health

The BRIDGE program texts prediabetic women postpartum to educate them about their risk and motivate them to follow up with PCP to check their HbgA1C.


Results

1. The number of women with repeat HbA1c value in 3 months postpartum

2. The number of referrals (or visits) to PCP in 6 months postpartum for women with persistent impaired glucose tolerance


Features Utilized
ADT feed SMS Conversations EHR Integration
Cornell CBT Mobile App: Maya
Psychology

RCT to motivate patients with anxiety to complete cognitive behavioral therapy (CBT) sessions twice weekly at home via a web app. The study arms use gamification, gamification with social support, and gamification with loss aversion to motivate CBT participation.


Results

1. To develop and to test the feasibility of a mobile CBT tailored for youth with anxiety disorders.

2. Assess which incentives enhance engagement with mobile CBT for youth with anxiety disorders.


Features Utilized
App integration Gamification Non-adherence tracking Support partner messaging
HSM WUSTL
Maternal health

HSM WUSTL is a research program exploring the use of HSM at their location. Mothers with preeclampsia receive twice daily blood pressure check-ins through text message for 10 days after delivery. Blood pressure are categorized and escalations are sent to care teams for high/low readings. This program asks participants to complete an end of program survey to provide feedback on the program and the care they received while participating. See more here: https://www.pennmedicine.org/for-patients-and-visitors/find-a-program-or-service/obstetrics/heart-safe-motherhood .


Results

1. Reduced HTN-related readmissions

2. Improved blood pressure management


Features Utilized
SMS blood pressure receiver Non-adherence tracking SMS Conversations
Nursing Care for Substance Use Disorder Study
Nursing

The Nursing Care for Substance Use Disorder study explores whether in-person, patient first language training sessions at Penn nursing units and/or weekly educational text messaging affect nurses' attitudes towards patients with substance use disorder. Nurses complete a survey before and after receiving the 6-month intervention to measure changes in attitudes.


Results

1. Develop an understanding of underlying substance use disorder (SUD)-related stigma among registered nurses at HUP

2. Evaluate the effects of sustained stigma-reduction activities on the individual and unit level

3. Evaluate a SUD stigma-assessment survey instrument tailored to hospital-based health care providers using psychometric analysis


Features Utilized
CSV File upload Educational text messaging Reminder nudges
Pregnancy of Unknown Location
Womens health

Pregnancy of unknown location (PUL) is an automated texting program to manage follow up care for pregnancies not seen by ultrasound. Participants are reminded to return for blood draws every 2 days to measure their beta HCG levels and are also asked whether they have any worsening symptoms through text conversation. Abnormal HCG or symptoms result in patient follow up to determine whether the pregnancy is progressing as expected.


Results

1. Increased adherence to follow up care including HCG lab draws

2. Increased quality of care for early pregnancy monitoring


Features Utilized
EPIC embed Bi-directional text messaging
Presby HTN
Cardiology

Presby HTN is an automated BP monitoring program for hospital employees. Participants are asked to submit BPs twice weekly and are asked about BP medications weekly. Non-adherence tracking alerts clinicians if participants do not submit a BP for 3 or more check-ins.


Results

1. Lowered SBP and DBP among participants

2. Increased medication adherence


Features Utilized
SMS blood pressure receiver Non-adherence tracking SMS Conversations
Smart Habits
Nephrology

SMART-HABITS is a crossover trial exploring the use of mHealth to improve self-management among pre-chronic kidney disease (CKD) patients. All participants receive FitBit step count monitoring with reminders. Half of the participants start with blood pressure monitoring using an Omron blood pressure cuff and crossover to texting in their blood pressures, and half do the opposite. Additionally, all participants receive educational messaging and information about social support resources.


Results

1. Adoption: a) participant retention rate at 4, 8, and 12 weeks, b) Percentage of participants who used SMART-HABITS at any point during the 12 weeks.

2. Adherence: a) percentage of self-monitored BP transmissions performed out of the recommended and b) percentage of step count data transmissions out of the recommended.

3. Acceptability: a) improvement of the pre- and post-study scores on the attitudes toward mHealth questionnaire, b) satisfactory ratings on the ease of use survey during the study and at the end of the study and, c) interview feedback after the end of the pilot study.


Features Utilized
Omron blood pressure cuff integration FitBit integration SMS blood pressure receiver SMS Conversations
Spondyloarthritis Pathway
Rheumatology

This program screens patients through text to see if they are eligible and interested in scheduling their upcoming spondyloarthritis appointment via telemedicine.


Results

1. Increase access to in-person appointments for patients with urgent needs (e.g., flares)

2. Provide quality follow up care for patients without urgent needs


Features Utilized
EPIC inbasket Reminder nudges
TIME Oncology
Oncology

Oncology patients spend a large proportion of their time attending in person clinical appointments. In TIME, a text-based intervention to minimize the time burden of routine clinical care, participants complete e-triage by text message. If cleared, they need not attend an office visit prior to their infusion appointment, reducing their travel time and number of in person appointments.


Results

Potentally eliminating office visits for 47% of pts without toxicity

Increased patient satisfaction

Increased clinician satisfaction

Increased health system capacity


Features Utilized
EPIC flowsheet integration EPIC in-basket alerts SMS Conversations
Covid Accelerated Pathways
COVID-19

Strategies to maintain hospital capacity during the COVID-19 pandemic included reducing hospital length of stay (LOS) for infected patients. This program sought to evaluate the association between LOS and enrollment in the COVID Accelerated Care Pathway, which consisted of a hospital observation protocol and post-discharge automated text message–based monitoring. This program showed a reduction in hospital length of stay by more than 2 days.


Results

Reduced length of stay by 2.2 days

Patient outcomes were unaffected


Features Utilized
Remote patient monitoring SMS Conversations EHR Integrations
Step Together
Physical Activity

The intent of this study is to further explore the effect of collaboration and charity on increasing physical activity within families. The study specifically intends to test two interventions: 1) Gamification - using points to move participants up and down levels based on activity tracked through a Fitbit device, 2) Charity - using points to donate money to charity each week. Teams (cohorts) are created based on family members and the goal is to increase family physical activity.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Integration Survey Administration Gamification Cohort Management
Step 4 Life
Wellness

Directional trial to explore effectiveness of gamification to improve physical activity in Alzheimers patients. The project will be using points to move participants up and down levels (such as silver and bronze). Participants will be enrolled remotely or in-person.


Results

Ongoing Research & Analysis


Features Utilized
Survey administration Gamification Financial Incentives
Symptom Assessment Management (SAM)
Oncology

The Symptom Assessment Management program captures patient-reported outcomes (PROs) to understand how IV or Oral chemotherpay treatments impact the patient's quality of life (QOL). The program's extensive PRO algorithm was developed based on PRO-CTCAE grading and severity. Patients receive the PRO survey over text after their first treatment appointment multiple times over a 2-6 months to guage the impact on their QOL. This in turn can drive clinical decisions.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey management EHR Integration Epic pools Access groups
Breast Cancer Screening Outreach
Wellness

Patients have delayed a number of wellness and care visits due to COVID. The intent of this program is to outreach to a broader population of Primary Care service line patients. This is in partnership with PCSL and Radiology. This is planned as a 2x2 factorial design RCT, as half the patients (about 17,000) will receive follow-up text messaging navigation. The goal is to show the health system that this might increase uptake so there can be sustainable resources to support bulk ordering, navigation, and text messaging.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations CSV File Upload
Together Care - GynOnc Pilot
Womens Health

The intent of this project is to create a texting algorithm that will support post-operative calls with gyn-oncology patients. Enabling texting communication that would filter the acuity, and would allow over-burdened nursing staff to triage the patients in a more timely way, while still connecting with all of the patients post-operatively. If deployed, we see the scaling across the remainder of our surgical sub-specialties as a possibility.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration
PennMed Connect
Oncology

The intent of this clinical trial is to explore ways to improve the quality and number of serious illness conversations (SICs) with patients with a certain mortality risk or a documented Stage IV diagnosis. The nudges include pre-appointment reminders and a text based survey to both prime the conversation and also gather some of the patient's goals to better inform the upcoming appointment. Patient responses are collected and sent to the appropriate provider's in-basket.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration Access groups
Safe Driving 2
Safety

The intent of this study is to explore ways in which drivers could be incentivized to reduce mobile phone usage while driving. The goal being to reduce distracted driving related accidents. The study called for a partnership with Progressive Insurance and integration with its mobile application (managed by TrueMotion) to collect usage information. Multiple techniques such as possible insurance discounts, delivery of a phone mount, pre-commitment pledges, informational reminders, peer comparisons / leaderboards were used and are being evaluated. Initial results seem to indicate at least a couple of those techniques had success during the program and also during the follow-up period.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration SMS Conversations Gamification Device/App Integration
Enteral Nutrition Help - Pilot
Gastroenterology

The intent of this pilot is to use texting to outreach to patients discharged from the hospital on enteral nutrition (feeding tubes). Currently patients are discharged and there is no care home for them getting help or having questions asked around enteral nutrition leading to lots of follow-up calls and readmissions. The program will consist of twice weekly check-ins to see how the patients are doing. The goal of the pilot is to show patient engagement with text messaging. The longer term goal is to reduce readmission rates amongst this population.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration
Racism in Healthcare Pilot
Health Equity

The intent is to pilot test texting ~150-200 Black patients discharged from the downtown EDs to ask about their experiences with race and equity via short surveys. This is a small, one time pilot to help inform future equity clinical work and research grants.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration SMS Conversations Randomization
Healthy Lungs
Smoking cessation

Healthy Lungs is a PCORI-funded program that aims to improve lung health through a variety of techniques. Participants chosen as a good fit for this program receive free/ low cost tools to improve the health of their lungs and can even earn money. Eligible participants will have been referred for lung cancer screening from four health systems: Penn Medicine (including Lancaster General Health), Geisinger Health System, Kaiser Permanente of Southern California, and Henry Ford Health System. Question about this program should be directed to: [email protected].


Results

Ongoing Research & Analysis


Features Utilized
Participant portal Internationalization Reporting and Analytics
Read more
Office GAP
Diabetes

The intent of this program being run out of Michigan State University is to improve diabetic patients’ adherence to treatment and thus, increase prevention of cardiovascular disease. A comprehensive series of educational text messages are used to engage patients in their care.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration SMS Conversations Randomization
Intermittent Fasting Pilot
Obesity

18 week, 2 arm RCT to test ways to promote intermittent fasting among patients who are overweight with high BP. Patients will receive a BP cuff and scale, without integration. Patients will receive daily texts asking if they've fasted for 16 hours, and weekly texts asking for weight and BP


Results

Ongoing Research & Analysis


Features Utilized
Patient self reporting SMS Conversations Randomization
FDA - Opioid Prescribing
Patient Communication

This program monitors pain management and opioid prescriptions for patients after surgery at Penn Medicine. This is a replacement for an existing program with an external vendor. The program implemented on Way to Health eliminates almost all of the manual work requires to run the program. It also adds bi-directional texting conversations with patients post-discharge to gather additional data from patients.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration Procedure based Schedules
BCFG Flu Mega Study
Vaccination

This is a mega trial with planned enrollment of 150,000 patients across Penn Medicine and Geisinger Health system. The intent was to simultaneously test out 19 different nudges to figure out how to increase flu vaccination rates. The secondary intent was to use learnings from this to inform COVID vaccination efforts. The best performing nudge increases uptake by 11% over previous year baselines. The study was replicated with Walmart with 800,000+ participants.


Results

Increased uptake by 11% over baseline

Text messaging effectiveness


Features Utilized
Arms and randomization Appointment Based Schedules SMS Conversations
Read more
COVID Vaccine Community Clinics
Vaccination

In a concerted effort to address racial inequities. Penn Medicine partnered with Mercy Health, local pastors and the community in West and Southwest Philadelphia, to set up a community vaccination clinic. The goal was to vaccinate 500 individuals who met the 1A or 1B criteria set forth by the city. Way to Health provided the texting and IVR backends to enable registration and appointment scheduling prior. 557 patients were vaccinated. The next clinic on Feb 27th intends to vaccinate 750. The one after that will hopefully vaccinate 1500.


Results

7500 citizens vaccinated over 6 clinics

Zero wait times

Patients scheduled and pre-registered (no lines)

NPS score of 90+ (1330+ responses)


Features Utilized
Bulk messaging IVR and text based communication SMS Conversations Automated slot availability
Read more
REMIND
Womens Health

This study will use a randomized, controlled superiority trial to evaluate a hospital-wide initiative to improve counseling for postpartum women who experienced hypertension during their pregnancy or in the immediate postpartum period.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration SMS Conversations Randomization
Project Quaker
Remote Monitoring

As the University began to scale up the return of students to campus, there was an urgent need to provide COVID-19 testing capabilities as well as the need to communicate the test results back to students. The plan was to leverage the Automated Results Reporting program already developed at the health system and modify it to suit the University's needs. The key differences being a different LIMS system, integration to the red pass management system and escalations sent to Student Wellness and other student specific programs.


Results

38,000+ results communicated

Minimal to no lag in results communication

Minimal increase in staffing


Features Utilized
SMS Conversations LIMS Integration
PROStep
Oncology

The intent of this study is to help increase the number of serious illness conversations (SICs) and also improve their quality. The program intends to use Fitbits to track physical activity and gather PRO data from cancer patients. The data will be used to create patient specific dashboards that clinicians will use to address the study goals.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration Appointment Based Schedules Custom Alerts
PCORI Watch
Remote Monitoring

COVID Watch is a successful program that monitors COVID suspected patients at home via self-reported twice daily checkins, primarily focused on dyspnea. COVID Pulse was a program that was developed in parallel that sought to quantify dyspnea levels through the use of a pulse oximeter. The intent of this study was to randomize patients between the two programs to establish the additional value, if any, of the use of pulse oximeters. Enrollment in the program was completed in record time and results are pending publication.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EHR Integration Randomization
COVID Navigator
Remote Monitoring

This project leveraged the success and design on the COVID Watch project and modified it to address the specific needs of the University and it's faculty and students. Once test results were being communicated or symptoms were being, the next step was to be able to monitor students and faculty remotely and address any needs they might have. This project modified COVID Watch to check in with patients once a day (as opposed to twice in Watch) and escalations were directed to student wellness services for mental, physical, food and other related issues. The volume of students enrolled remained low given their demographics and other precautions being taken on campus.


Results

1200+ patients managed

Minimal increase in staffing

Low infection rate


Features Utilized
SMS Conversations LIMS Integration
Heart Safe Motherhood: Einstein Health
Womens Health

Rollout of Heart Safe Motherhood program to Einstein Health as part of a Philadelphia-wide rollout of the program. This is funded by a grant from Merck via the Safer Cities program. Additional deployments at other Philadelphia based hospitals is ongoing.


Results

Increased guideline adherence by 80%

Reduced 7 day readmission by 80%


Features Utilized
SMS Conversations Blood pressure monitoring Multiple languages
Read more
Heart Safe Motherhood: Jefferson Health
Womens Health

Rollout of Heart Safe Motherhood program to Jefferson Health as part of a Philadelphia-wide rollout of the program. This is funded by a grant from Merck via the Safer Cities program. Additional deployments at other Philadelphia based hospitals is ongoing.


Results

Increased guideline adherence by 80%

Reduced 7 day readmission by 80%


Features Utilized
SMS Conversations Blood pressure monitoring
Read more
COVID SAFE
Testing

Given that testing availability will likely continue to be constrained, symptom tracking based testing could lead to earlier case identification. At the same time, sentinel surveillance will be a critical tool for identifying pre-symptomatic, asymptomatic or mildly symptomatic spread that may evade symptom-based surveillance. Together, this approach provides ability to rapidly identify new cases and conduct contact tracing. This is an RCT that aims to (1) Evaluate the feasibility of a saliva-based screening COVID viral testing program (2) Compare behavioral strategies to improve study enrollment (3)Understand the relationship between daily symptom tracking and identifying infection,


Results

4600+ recruited

65,000+ tests


Features Utilized
SMS Conversations LIMS integration Randomization
Read more
Automated Results Reporting
Patient Communication

COVID tests are conducted in advance of procedures or as part of occupational health. These results needed to be communicated to patients in a timely manner. While they were also communicated via the patient portal, immediacy is critical and not all patients have the app installed and activated. Phone calls from a nursing team were expensive and time consuming. An automated system to communicate negative test results (the majority) was put into place to optimize resources while ensuring patient communication.


Results

2100+ results communicated

Increased installs of patient app


Features Utilized
SMS Conversations EHR Integration
COVID Pulse
Remote Monitoring

COVID Pulse was designed partly in response to reports that some patients with Covid-19 have little dyspnea, despite concerning hypoxemia (low blood oxygen). This program enrolls patients from emergency departments with depressed oxygen saturations, providing them with pulse oximeters, and escalates to care based on declines in measured oxygen saturation.


Results

Enhanced monitoring of patients

Objective escalations based on PulseOx readings

$2.5M PCORI award


Features Utilized
SMS Conversations EHR Integration
BEST Change
Diabetes

The estimated 84 million US adults with prediabetes can significantly reduce their risk of developing type 2 diabetes mellitus (T2DM) by engaging in a Diabetes Prevention Program (DPP) or using metformin. Although these evidence-based clinical preventive services are widely available, very few patients with prediabetes are currently using them. There is thus a critical need to identify ways to increase engagement of patients with prediabetes in strategies to prevent or delay their progression to T2DM. The intent is to try various techniques such as financial incentives (lotteries), self-determination theory (SDT) and tailored messaging to see what works best versus control.


Results

Ongoing Research & Analysis


Features Utilized
Lotteries SMS Conversations Randomization
COVID Watch
Remote Monitoring

A Penn Medicine program that automatically checks in with patients at risk for complications of COVID-19 who are self-isolating at home. Patients are monitored 24x7 via text message and escalations managed by a nursing team with full EHR Integration.


Results

20,000+ patients managed

Reduced mortality by 68%

$2.3 Million savings over 100 days

Patient NPS score of 80

Call backs within 30 mins


Features Utilized
SMS Conversations EHR Integration
Read more
Pregnancy Watch
Remote Monitoring

A variant of the COVID Watch program that automatically checks in specifically with pregnant women at risk for complications of COVID-19 who are self-isolating at home. Patients are monitored 24x7 via text message and escalations managed by an hospital specific nursing teams with full EHR Integration.


Results

80+% patient engagement

Patient NPS score of 76

Covered 208 patients over six months


Features Utilized
SMS Conversations EHR Integration
COVID Vaccination Outreach
Outreach

Vaccinations are critical to getting the country back on track. This program was designed to reach out to patients who either did not have a patient portal account or have a valid email address on file. The intent here was to try and reach out to patients that Penn Medicine interacted with sometime during the last three years and offer the vaccine based on their availability. The program also asked if they already had received the vaccine or were hesitant. The program reached over 300,000 patients and for the people for whom we had accurate information and indicated interest, the conversion rate was around 60%.


Results

300,000+ enrolled

12,000+ appointments scheduled


Features Utilized
SMS Conversations EHR Integration Salesforce integration
CHI/HCS/NBR/SIT
Clinical Psychology

Test the effectiveness of text-based recruitment strategies to increase participation across four R01 funded research trials targeting hard to reach populations such as smokers and people living with HIV.


Results

Ongoing Research & Analysis


Features Utilized
Decision Trees CSV File Upload
Employee Hypertension
Primary Care

Hypertension monitoring text messaging program for Penn Medicine employees.


Results

Decrease in high blood pressure for participants.

Remote population health management of patients, including medication management.


Features Utilized
SMS Conversations EHR Integration Natural Language Understanding
LaTCH
Womens Health

Women's health intervention after child birth to assist with new mothers with questions and provide support for breastfeeding.


Results

Increase in breastfeeding due to support from text intervention.

Increase in provider and patient communication regarding newborn questions.


Features Utilized
EHR Integration SMS Conversations
Social Media and Mental Health
Mental Health

Text intervention prompting and monitoring participants to share their social media posts and information with their therapists during their scheduled appointments.


Results

Increased discussion of social media presence in therapy sessions.

Monitoring signs of anxiety and depression in a participant's social media data.


Features Utilized
SMS Conversations Survey Administration
THEA
Obstetrics

Weekly text message blood pressure monitoring for pregnant women without complications in order to replace office visits with at home monitoring.


Results

Minimize the amount of in-person visits during pregnancy for healthy women.

Monitor patient blood pressures from home and intervene as necessary.


Features Utilized
Blood pressure monitoring via text messaging. EHR Integration
Move UP
Urology

To evaluate the effectiveness of behavioral economic approaches to increase patient mobility and reduce mobility disability and postoperative complications.


Results

Ongoing Research & Analysis


Features Utilized
EHR Integration Gamification Support Partners
Weigh Forward
Obesity

Test an escalating lottery-based incentive tied to daily self-weighing for weight loss maintenance


Results

Mean weight changes at the end of phase 1 were −1.1 kg in the incentive group and −1.9 kg in the control group

At the end of phase 2, mean weight changes were 0.2 kg in the incentive group and −0.6 kg in the control group


Features Utilized
Financial Incentives Lottery
Read more
STEP UP Mom
Hypertension

Implement a novel intervention using mobile technology and social incentives to increase physical activity for women with preeclampsia or gestational hypertension.


Results

Ongoing Research & Analysis


Features Utilized
Gamification Bonus Points Lifelines
Mobility Pilot
Physical Activity

Looking at improving mobility in the inpatient setting specifically through goal setting and gamification.


Results

Ongoing Research & Analysis


Features Utilized
Gamification SMS Conversations
Nurtured in Nature
Physical Activity

The broad objective of this study is to develop and test a digital health intervention using a behavioral economics framework to increase the amount of time people spend in nature.


Results

Ongoing Research & Analysis


Features Utilized
Conversations Nature Coach Alert
STEP UP
Physical Activity

Use social incentives and gamification to increase physical activity among overweight and obese adults.


Results

Gamification interventions had significant increase in activity

Competitive intervention had more sustained activity (post study)


Features Utilized
Device Integration Randomization Gamification
Read more
ColoPrep
Gastroenterology

Developed a text message navigation program to improve colonoscopy show rates, reduce cancellations and improve quality / adherence to procedure prep.


Results

Improved show rate by 30%

Maintained or improved quality of prep


Features Utilized
SMS Conversations EHR Integration Randomization
Read more
MOVE-OK
Orthopedics

Randomized crossover trial of different types of intra-articular injections and financial incentives will also be used to promote adherence to the completion of the patient-reported outcomes.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration Gamification Financial Incentives
TAICAM Trial
Asthma

Test the effectiveness of remote monitoring, automated reminders, performance feedback and incentives among children with asthma.


Results

Ongoing Research & Analysis


Features Utilized
Propeller Device Integration Financial Incentives
Way 2 Text
Hypertension

Evaluate the impact of monitoring adherence with electronic pill bottles or bidirectional text messaging on improving hypertension control.


Results

Mean change values in systolic blood pressure were − 4.7 (23.4) mmHg in usual care, − 4.3 (21.5) mmHg in the pill bottle arm, and − 4.6 (19.8) mmHg in the text arm

No significant change in systolic blood pressure between control and the pill bottle arm


Features Utilized
Device Integration SMS Conversations
Read more
MoTIvatE-PD
Neurology

The overall goal of this study is to test if behavioral economic approaches will reduce apathy, and subsequently, improve goal-directed behavior in Parkinson’s disease.


Results

Ongoing Research & Analysis


Features Utilized
Gamification Support Partners Survey Administration
Dermatology Photo Submission Modules
Dermatology

These modules allow patients to text message photos via Penn Medicine’s Way to Health (W2H) platform directly into the EPIC electronic medical record. Currently, patients are offered the choice to submit their photos through myPennMedicine, our patient portal, or text message prior to teledermatology appointments. Patients receive text messages upon scheduling that instruct them to submit their photos. If they choose the text message option, they receive step-by-step guidance (with links to example images).


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey Administration EHR integration
Remote Drain Management
Home Health

Text conversations to monitor drain outputs of patients who’ve received breast reconstructive surgery. These tailored conversations comply with 20 cc and 30 cc drain management. Texts ask patients their daily output to determine if they are at criteria and need a drained pulled from a home health nurse until they have no drains left.


Results

Post-op visits reduced from 5 to 1

Per patient time savings of 15 hours

Significant contribution margin

New Home Health revenue


Features Utilized
SMS Conversations EHR integration
Remote Ostomy Output Monitoring
Remote Monitoring

Text conversations to monitor patients’ ostomy output levels after an ileostomy procedure. Patients can send in output values throughout the day, whenever they empty their ostomy bag. We calculate their levels over varying hours to determine total output and compare against thresholds. If these reported outputs are above or below thresholds, patient’s care team is alerted to engage in high-touch care that could lead to a home infusion visit. This surfaces patients who are at risk of post-op readmission.


Results

Reduced post-op visits

Reduced hospital readmissions by 54%

Increased patient satisfaction


Features Utilized
SMS Conversations EHR integration
Habit Formation
Medication Adherence

Assessed whether the interventions, based on principles from behavioral economics, might improve statin adherence and lipid control in at-risk populations.


Results

Achieved enrollment targets

Health system enrollment was cost-efficient


Features Utilized
Financial Incentives CleverCap Pill Bottle Integration
Read more
Right Size Opioid Prescribing
Emergency Medicine

Design a scalable model for capturing patient level data to develop, implement, and evaluate EMR defaults to “right-size” opioid prescribing for acute painful episodes and routine surgical procedures.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration Rules Engine
DFI CHW Engage Study
Diabetes

Test the effectiveness of remote monitoring of glucose plus lottery financial incentives among low-income patients suffering from diabetes.


Results

Ongoing Research & Analysis


Features Utilized
Blood Pressure Receiver Health Coach Alerts
CHANGE
HIV

This pilot will answer questions important to the feasibility of conducting a well-powered randomized controlled trial to improve adherence among African American HIV patients within the US who have suboptimal adherence using CVS and Aetna claims data to identify such patients, CVS/Aetna communications channels to enroll them, and incentives to achieve high levels of ongoing participation.


Results

Ongoing Research & Analysis


Features Utilized
Lottery Financial Incentives Device Integration
Be Active
Wellness

Testing how financial incentives and gamification can improve moderate-to-vigorous physical activity.


Results

Ongoing Research & Analysis


Features Utilized
Financial Incentives Gamification Support Partners
Bloom
Gestational Care

Pilot grant to test feasibility of incentivizing various behaviors and outcomes associated with gestational weight gain.


Results

Ongoing Research & Analysis


Features Utilized
Survey Administration Device Integration
SLEEPY Study
General Care

Testing a 2x2x2x2x2 factorial design to optimize components for a sleep extension intervention for children.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Device Integration Survey Administration Automated Text Messaging
Reduce Opioid Usage
Opioid Use

Implementation of this novel ERAS pathway for patients undergoing elective spine or peripheral nerve surgery safely reduces patients’ postoperative opioid requirements during hospitalization and 1 month postoperatively. ERAS results in improved postoperative mobilization and ambulation.


Results

Post-op intravenous opioid meds nearly eliminated

3x greater mobility on post-op day 0


Features Utilized
SMS Conversations EHR Integration
Read more
Remote Monitoring of Depression in Older Adults
Mental Health

Test the effectiveness of a mobile app to replace in person therapy sessions and to track physical health through an activity tracker among depressed adults older than 50 years.


Results


Features Utilized
Device Integrations SMS Conversations
Youth Mindfulness App
Mental Health

Test the effectiveness of a mindfulness app among youth 13-22 years old. This will be a three arm trial leveraging gamification and supportive social incentives approaches.


Results


Features Utilized
Device integrations SMS Conversations Social incentives
Fitbit-PD
Neurology

A simple observational study with a very small group of VA patients with Parkinsons (30 odd). Patients will register their fitbits and collect movement and MVPA data over 2 weeks. Intent is to figure out if this patient population would actually use it and if the data provides any insight.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Device integration Automated messaging Survey administration
Heart Safe Motherhood - HUP/PAH/CCH/LGH
Womens Health

Blood pressure monitoring for pregnant women with a diagnosis of pre-eclampsia. They will be recruited via EPIC. The project/study leverages bidirectional messaging for BP monitoring and escalation to provider / care team on an exception basis. Rollout to Penn Hospitals is not complete.


Results

Increased guideline adherence by 80%

Reduced 7 day readmission by 80%


Features Utilized
SMS Conversations Blood pressure cuff Automated alerts EHR Integration
Read more
Partners and Alerts in Medication Adherence
Cardiovascular Disease Management

Investigate how social supports, automated alerts, and their combination improve medication adherence.


Results

52.9% adherence in alert arm

54.5% adherence in partner + alert arm

36.0% adherence in control arm


Features Utilized
Support Partners Medication Alerts
Read more
Skin Exam
Oncology

Evaluate the use of a mobile application (app) in patients already using total body photography (TBP) to increase skin self-examination (SSE) rates and pilot the effectiveness of examination reminders and accountability partners.


Results

SSE rates increased from 58% to 83% at 6 months in intervention groups


Features Utilized
Text Reminders Support Partners
Read more
VA Osteoarthritis - Physical Activity
Medication Adherence

Randomized crossover trial of different types of intra-articular injections in osteoarthritic patients. Monitor physical activity and patient-reported outcomes over 3 months after each injection. Financial incentives will also be used to promote adherence to the completion of the patient-reported outcomes.


Results


Features Utilized
Device Integrations Survey Administration & SMS Conversations Financial Incentives
Narcan ITMAT
Addiction

Test the effectiveness of a pledge system and nudge messaging to purchase naloxone within one week of training. Population is staff and patrons of Free Library of Phila.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey administration Escalating messaging
VA Opioid Fitbit Study
Addiction

SMS Conversations intervention, assessing participants use of medication, pain and other symptoms via survey. 3 arms have been designed - control, intervention and intervention plus incentive. Deployed at the VA for opioid patients.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey administration Lottery
Way to Recovery
Trauma

Assessing long-term recovery and potential for connection with trauma patients after injury through Survey administration, bi-directional texts, and sleep tracking (Fitbits). We propose to conduct pilot research for a remote monitoring intervention to improve long- term injury recovery.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit device integration SMS Conversations Survey administration
UCLA Health Obesity - Activity & Coaching
Physical Activity

A multi-site, RCT that will evaluate the effectiveness of trained pre-med post-baccalaureate health coaches in chronic disease management. Our primary outcomes are changes in weight, physical activity, dietary choices, and patient engagement throughout the 16-week intervention. In our proof of concept (n=22), participants increased their physical activity by an average of 60 minutes per week, responded to 70% of messages, and lost 4.6% their bodyweight over 16 weeks.


Results


Features Utilized
Device integrations SMS Conversations Social incentives
Vitality Smoking
Smoking Cessation

Financial incentives, pharmacologic therapies, and electronic cigarettes (e-cigarettes) to promote smoking cessation


Results

Large scale pragmatic trial using opt-out for enrollment

Redeemable deposits and rewards were superior to free cessation aids


Features Utilized
Financial Incentives Text Messaging
Read more
Active Reward
Cardiology

Improve cardiac outcomes after heart attacks and cardiac stent placements through the use of financial incentives and a wearable sleep and step tracking device


Results

Incentive arm had an increase of 1388 mean daily steps from baseline

Control arm had an increase of 385 mean daily steps from baseline


Features Utilized
Device Integration Financial Incentives
Read more
ENGAGE
Physical Activity

The purpose of this study is to determine how goal-setting in the context of gamification affects habit formation for physical activity among participants who are overweight or obese. We plan to use the gamification features of the Way to Health platform and the step tracking feature of to test the impact of two separate goal-setting features including 1. actively choosing a step goal versus being assigned a step goal and 2. being asked to immediately meet that goal versus being asked to make incremental changes towards that goal over an 8 week period.


Results

Ongoing Research & Analysis


Features Utilized
Withings Device integration Survey administration Gamification
EpiPrompt
Allergy & Immunology

As part of this project, we will be using the Way to Health platform to send/receive text messages to adolescents and will be using financial incentives.


Results

Ongoing Research & Analysis


Features Utilized
Multi-Media Messaging Survey administration Financial Incentives
Way to Safety
Driving

Gain a deeper understanding of teen perspectives on how to overcome the barriers to the use of cellphone blocking technology and facilitate improved research and implementation strategies.


Results

Teens willing to give up reading texts (90%), sending texts (95%), social media (99%) while driving

Not willing to give up navigation (59%) and music applications (43%)


Features Utilized
Survey Administration Financial Incentives
Read more
Heart Safe Motherhood: Prime
Womens Health

Rollout of Heart Safe Motherhood program at Northwestern University and the University of North Carolina.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey administration
Read more
PREDICT-DM
General Care

Compares different methods of data collection from wearable devices to develop enhanced risk prediction models for changes in glycemic control among pre-diabetic adults.


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Device integration Financial incentives Support partner
Veteran's Physical Activity
Physical Activity

Test effectiveness of social incentive-based gamification intervention to increase physical activity among overweight and obese veterans. VA funding Withings device BMI stratification participation incentives only potentially 4 week ramp Arms: 1. Control- just device (60) 2. Supportive social incentive (60) 3. Supportive social incentive + $ (60)


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Device Integration Financial Incentives Support Partners
Taking Charge of Your Diabetes
Diabetes

Examine the effect of an opt-out default recruitment strategy compared to a conventional opt-in strategy on enrollment and adherence to a behavioral intervention for poorly controlled diabetic patients


Results

Enrollment rates were 38% in the opt-out arm and 13% in the opt-in arm

496 were randomized to the opt-in arm and 73 to the opt-out arm


Features Utilized
Glycemic Monitoring Device Configuration Enrollment
Read more
VA Osteoarthritis - Physical Activity
Rheumatology

Randomized crossover trial of different types of intra-articular injections (population: osteoarthritis at the VA). W2H to be used to monitor physical activity (activity monitors) and patient-reported outcomes over the 3 months after each injection. Financial incentives will also be used to promote adherence to the completion of the patient-reported outcomes.


Results

Ongoing Research & Analysis


Features Utilized
BE Smokefree
Smoking Cessation

Adolescents will be randomized to 1 of 3 financial incentive groups: (1) reward-based, with each adolescent receiving incremental $15-45 payments submitted into a virtual account when program benchmarks for the Quitline are achieved (maximum $150); (2) loss-framed, with $150 deposited into a virtual account, with $15-45 losses deducted from the account for each benchmark not achieved, with withdrawal only allowed at the end of the study; and (3) no financial incentive. The Quitline is funded by the Pennsylvania Department of Health and staffed by trained cessation counselors available 24 hours a day, 7 days a week.


Results

Ongoing Research & Analysis


Features Utilized
Survey administration Financial incentives SMS Conversations
m.Sgrow 2 ITMAT
Sleep

Use Way to Health to track and promote longer sleeping habits among adolescents. Interested in using social normatives on top of loss framed incentives. 4 arms- control, normative feedback (team), loss framed incentive, loss + normative $50 incentive text messages and sleep hygiene tips


Results

Ongoing Research & Analysis


Features Utilized
device integration Survey administration Gamification
PA and CVD
Cardiology

Use Way to Health to track step counts, heart rate and intensity in patients with cardiovascular disease. Wants to build this remote monitoring into clinical practice. Fitbit Charge 2- low, moderate, vigorous activity Goals and targets Text feedback


Results

Ongoing Research & Analysis


Features Utilized
Fitbit Device integration SMS Conversations Gamification
PennPRO
Oncology

Collecting and studying the impact of patient reported outcomes on satisfaction and survivorship. Targeted at patients with advanced non-small cell lung cancer initiating chemotherapy, includes symptom assessment and provider alerts


Results

Ongoing Research & Analysis


Features Utilized
Survey administration SMS Conversations
Stepping Into Survivorship
Oncology

Studying the impact of activity on breast cancer patients. Incentives and gamification techniques are also being tested.


Results

Ongoing Research & Analysis


Features Utilized
Team collaboration Withings device integration Gamification
Breath Better Together (BBT)
Pulmonology

In BBT, COPD patients receive daily breathing check-ins by text message and escalations are sent to their care team through cureatr, email, and EPIC inbasket. The existing program will be rebuilt so that patients will automatically flow from 45 days of daily monitoring with escalations sent to their inpatient team to indefinite weekday monitoring with escalations sent to the nurse pool associated with their pulmonologist. There will also be a workflow for high risk patients to receive indefinite daily monitoring. A rebuild is underway to enhance the program. The rebuild will include non-adherence tracking, automated handling of readmissions, discharges, and deaths, and simplified daily check-in text language.


Results

Reduced readmissions by 44%

Cost savings of over $7000 per re-admission

Increased patient satisfaction


Features Utilized
SMS Conversations EHR Integration Survey administration
Be In Control
Diabetes

Effectiveness of daily financial incentives on glucose monitoring adherence and glycemic control in adolescents & young adults with type 1 diabetes.


Results

Effectiveness of financial incentives

Improved glucose monitoring by 62%


Features Utilized
Read more
Be Fit
Physical Activity

Gamification designed to leverage insights from behavioral economics offers a promising approach to improve daily health behaviors at low cost


Results

Increased activity achievement by 50%

Post study activity increased by 27%


Features Utilized
Read more
LiveBetter
Cirrhosis & Transplants

Reduce 30-day readmissions for cirrhosis and post-transplant patients by remotely monitoring weight, mental function, medication adherence and temperature


Results

Reduced 7-day readmissions by 43%

Reduced preventable readmits by 75%


Features Utilized
Remote monitoring SMS Conversations EHR integration
Read more
PUSH
Urology

Complex study focused on reducing occurrence of kidney stones via hydration. Study includes devices, incentives, choose your own path and multiple other models.


Results

Ongoing Research & Analysis


Features Utilized
Water Bottle Integration Financial Incentives SMS Conversations
LiveBetter Phase II
Hepatology

Larger trial building on Livebetter Phase 1. Focused on automated hovering of cirrhosis and liver transplant patients


Results

Ongoing Research & Analysis


Features Utilized
Weight Monitoring Survey administration SMS Temperature Receiver SMS Conversations
ADAPT
Mental Health

Intent of the trial is to assist depressed adults with primary care treatment. W2H is used to automate the trial with respect to randomization, measurement of medication adherence via electronic pill bottle, and distribution of financial incentives to patients.


Results

Ongoing Research & Analysis


Features Utilized
Device Integration SMS SMS Conversations Gamification
Heartstrong
Cardiovascular Disease Management

Determine whether a system of medication reminders using financial incentives and social support delays subsequent vascular events in patients.


Results

No significant increase in medication adherence

Did not reduce the rate of vascular readmission


Features Utilized
Text reminders Financial Incentives Support partners
Read more
Home Connect + Phase II
General Care


Results

Ongoing Research & Analysis


Features Utilized
device integration Support partners SMS Conversations
Engaged Recovery After Surgery
Surgery

Text messages sent to patients post-surgery to help with recovery. These text messages are sent over the course of 7-10 days depending on the type of procedure. The text content is tailored to reminding patients on how to clean wounds, drink fluids to stay hydrated, and inform them of any dietary restrictions in place after surgery.


Results

Patient compliance increased to 90+%

Readmission reduction of 50-85%

Length of stay reduction of 20-30%


Features Utilized
SMS Conversations EHR integration
Engaged Recovery at Penn - Gyn
Surgery

Test effectiveness of reminders and recovery tips in reducing readmissions following Gynecologic Oncology surgery.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations
MOVE IT
Physical Activity

Use W2H to track mobility and examine how it relates to nurse mobility assessment scores; W2H would be used to passively collect data via wearable. Partnered with Scott Halpern for testing $ in enrollment - now looking at cancer patients as well- recruiting from Cancer floors - enrollment incentives Control- mobility assessment Intervention- told mobility score and mobility assessment 1 daily feedback message Target for intervention arm participants: Participants in the intervention arm will have a weekly step goal that increases from baseline by 10% each week of the intervention (12 weeks) with a maximum of 10,000 steps


Results

Ongoing Research & Analysis


Features Utilized
Activity and Sleep Monitor Integration EPIC Discharge Date Finder Gamification
PHiT Study
Addiction

The purpose of this study is to assess the acceptability of the W2H patient portal in patients seeking AD treatment. The W2H portal will include data from the following: PH indices from the Withings health monitor and nursing assessments, responses to electronic momentary assessment (eMA) text messaging prompts, self-report and clinician-interview AD symptom ratings, and cognitive/psychophysiological assessments.


Results

Ongoing Research & Analysis


Features Utilized
Activity, Hear Rate and Sleep Monitor Integration Survey administration SMS Conversations
Superutilizers ITMAT
Emergency Medicine

The proposed pilot program will develop a bidirectional W2H SMS medication adherence platform to tailor patient specific medication reminders and medication assistance inquiries. 50 patients with a diagnosis of depression and anxiety prescribed ≥1 medication for that disorder (i.e. the intervention group) will be enrolled. Using propensity score matching, study patients will be matched.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Medication Adherence Monitoring
SupportBP
Hypertension

Leverage the W2H platform to develop and evaluate a new hypertension service-delivery model that is integrated with routine clinical care at Penn Family Care (PFC), an academic family medicine practice in West Philadelphia. Among patients with poorly controlled HTN, we will assess the effects of monitoring blood pressure and medication adherence with feedback to the patient and to the clinical practice, as needed if out of control. We will also compare the impact of providing feedback to a social support partner with what we call facilitated cheer leading.


Results

Ongoing Research & Analysis


Features Utilized
BP Monitoring Financial Incentives Support partners
Way to Walk
Physical Activity

The effects of financial incentives, donations to charity, and the combined effects of both interventions on older adults’ uptake and retention of increased levels of walking


Results

Proportion of days step goals were met was higher in intervention groups versus controls

Incentive schemes increase older adults’ initial uptake of increased levels of walking


Features Utilized
Financial Incentives Pedometer Device Configuration Targets
Read more
Statin Medication Adherence
Cardiovascular Disease Management

Impact of a pill bottle used to monitor adherence, delivery a daily alarm, and generate weekly medication adherence feedback reports on statin adherence.


Results

89% of Individual feedback group adhered to taking their statin medication

86% of partner feedback group adhered to taking their statin medication


Features Utilized
Medication adherence feedback Support partners Pill-monitoring device
Read more
Transplant Patient-Reminders
Kidney Transplant

Wireless-enabled pill bottles with adherence data to providers to improve adherence and help providers identify adherence barriers


Results

Mean adherence was 88% in the reminders + notifications arm

Mean adherence was 78% in the reminders arm

Mean adherence was 55% in the control arm


Features Utilized
Pill-Bottle Device Configuration Automated Message Reminders
Read more
Heart Safe Motherhood
Womens Health

Reduce 7-day readmissions for hypertension among postpartum women and creating a national leadership model to meet ACOG guidelines


Results

Increased guideline adherence by 80%

Reduced 7 day readmission by 80%


Features Utilized
SMS Conversations Blood pressure cuff Automated alerts EHR Integration
Read more
PA Activity Study
Physical Activity

Test different methods of collecting patient-generated health data including self-reported Survey administration, smartphones, and a wearable activity tracking device. The overall objective of the study is to develop algorithms for the dynamic and timely prediction of health care utilization using a multimodal, integrated dataset from insurer and pharmacy claims, electronic health records, and patient-generated health data.


Results

novel method of remotely-monitoring patient behaviors after hospital discharge

nform new ways to improve the identification of patients at high-risk for hospital readmission


Features Utilized
Activity and Sleep Monitor Integration Financial Incentives Bi-Directional Text
Read more
Engaged Recovery at Penn - Ortho
Orthopedic Surgery

Test effectiveness of reminders and recovery tips in reducing readmissions following Orthopaedic surgery.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations
Keep it Off
Diabetes

Compare the efficacy of a lottery-based incentive, traditional direct payment incentive, and control of daily feedback without any incentive for weight-loss maintenance.


Results

12% of candidates created an account on the study website

Yielded 191 randomized participants


Features Utilized
Financial incentives Lottery
Read more
U-REAACT
Urology

Compare the efficacy of two 6-month mhealth-based interventions to promote treatment adherence among young adults post kidney transplant or spinal bifida.


Results

Ongoing Research & Analysis


Features Utilized
Multi-Media Messaging Survey administration
Superutilizers
Emergency Medicine

Test effectiveness of weekly check ins and appt reminders in reducing over utilization of healthcare services


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations EPIC Appointment Date Finder Integration
Way to Be Active - UPHS
Physical Activity

Compare the effectiveness of different combinations of social comparison feedback and financial incentives to increase physical activity.


Results

Incentive group mean proportion achieving the 7000-step goal was 0.45

Control group mean proportion achieving the 7000-step goal was 0.27


Features Utilized
Device Integration Lottery
Read more
BCBS Weight Loss
Obesity

Test whether employer matching of employees’ monetary contributions increases employees’ participation in deposit contracts to promote weight loss and weight loss.


Results

At 24 weeks, control participants gained an average of 1 lb and 1:1 match participants lost an average of 5.3 lbs

Matching deposits did not increase participation


Features Utilized
Financial Incentives Randomization
Read more
iDiabetes Trial
Diabetes

The objective of this study is to use a randomized, controlled trial to test the effectiveness of three interventions using social incentives and gamification to promote physical activity, weight loss, and improved glycemic control among adult type 2 diabetics.


Results

Gamification interventions had significant increase in activity

No significant changes in weight or A1c levels


Features Utilized
Device Integration Randomization Gamification
Read more
Way to Be Active - IBC
Physical Activity

Compare the effectiveness of individual versus team-based financial incentives to increase physical activity.


Results

Combined incentive arm achieved goal at greater rates than the team incentive (0.35 vs. 0.17)

Combined incentive had greater mean daily steps than control (difference: 1446)


Features Utilized
Financial Incentives Device Integration
Read more
BE SAFE
Mental Health

Participants receive a smartphone breathalyzer to provide feedback on their estimated blood alcohol level. The intervention compares loss- and gain-framed messages that make the consequences of drinking and driving more salient to standard messages not to drink and drive.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations Survey administration
RECOUPS
Physical Activity

Use W2H to develop a protocol to efficiently recruit and enroll pediatric and adult concussion patients from the ED, and monitor and integrate their data in real time daily. The primary outcome is the mean proportion of participant days that the 2000-step goal was achieved for each group for each day of the study.


Results

Ongoing Research & Analysis


Features Utilized
Activity and Sleep Monitor Integration Survey administration SMS Conversations
STEPP
Oncology

Intent of the study is to increase physical activity to decrease post-operative morbidity for radical cystectomy patients


Results

Ongoing Research & Analysis


Features Utilized
Activity Tracker Integration Lottery Survey administration
SUFIA
Physical Activity

The primary goal of this pilot study will be to determine whether one incentive (loss aversion) is better than no incentive in increasing step counts and maintaining an increased level of physical activity among RA patients. The primary outcome will be percent of days meeting goal during the intervention period.


Results

Ongoing Research & Analysis


Features Utilized
Activity and Sleep Monitor Integration Participant Payments Survey administration
Merck Promote and Support
Cardiovascular Disease Management

Improve adherence through real-time feedback based on theories of how social forces influence behavior


Results

High pill-bottle adherence (90% in PROMOTE, 92% in SUPPORT)

Participants had low baseline MPRs (median = 60%, IQR 41–72%)


Features Utilized
Pill-Bottle Device Configuration Support Partner
Read more
Way to Be Active - UPenn
Physical Activity

Test the effectiveness of 3 methods to frame financial incentives to increase physical activity among overweight and obese adults.


Results

In control, mean proportion achieving the goal was 0.30

In gain-incentive group, mean proportion achieving the goal was 0.35

In lottery-incentive group, mean proportion achieving the goal was 0.36

In loss-incentive group, mean proportion achieving the goal was 0.45


Features Utilized
Device Integration Financial Incentives
Read more
Engaged Recovery at Penn - Colo
Surgery

Test effectiveness of reminders and recovery tips in reducing readmissions following colorectal surgery.


Results

Ongoing Research & Analysis


Features Utilized
SMS Conversations
UPHS Weight Loss
Obesity

Premium-based financial incentives to promote workplace weight loss


Results

Control group had a mean gain of 0.1 pounds

Delayed-premium adjustment group had a mean loss of 1.2 pounds

Immediate-premium adjustment group had a mean loss of 1.4 pounds

Daily lottery incentive group had a mean loss of 1.0 pounds


Features Utilized
Lottery Financial Incentives
Read more
Way To Heart Health
Cardiovascular Disease Management

Shared physician and patient incentives are more effective in reducing levels of low-density lipoprotein cholesterol (LDL-C) among patients with high CVD risk.


Results

Reduced LDL-C by 33%

Aligned patient and provider incentives


Features Utilized
Read more
Way to Sleep
Obstructive Sleep Apnea

Improve adherence and functional outcomes of adults adults with Obstructive Sleep Apnea (OSA) using daily Web-based access to their positive airway pressure (PAP) with or without a financial incentive.


Results

Average daily PAP use was 4.7 ± 3.3 h in the usual care group

Average daily PAP use was 5.9 ± 2.5 h and 6.3 ± 2.5 h in the Web access groups


Features Utilized
Survey administration Financial incentives Participant dashboard
Read more
Way to Quit
Smoking Cessation

Financial incentives to quit smoking work and even more so when own money is staked. Program rolled out across all CVS employees.


Results

Rewards quit rate - 17.1%

Personal stake quit rate - 52.3%


Features Utilized
Read more
EMPOWER
Cardiology

Test effectiveness of automated hovering of scale and medication adherence with daily lotteries to improve outcomes for UPHS CHF patients. The goal of the proposed project is to conduct a pragmatic randomized controlled trial testing a new approach to chronic disease management combining wireless monitoring devices and behavioral economic engagement incentives to reduce rehospitalization rates among patients with Congestive Heart Failure (CHF) recently hospitalized at the University of Pennsylvania Health System (UPHS).


Results

Ongoing Research & Analysis


Features Utilized
(Adheretech) Pill Bottle Integration Qualcomm Scale Integration EPIC Alerts and Flowsheet Integration
Healthy Measures
Diabetes

Test effectiveness of two different magnitudes of financial incentives for improving adherence to remote-monitoring regimens among patients with diabetes.


Results

Low incentive arm had an adherence rate of 62%

High incentive arm had an adherence rate of 35%

Control arm had adherence rate of 27%


Features Utilized
Financial incentives Lottery
Read more
CHOP Weight Loss
Obesity

Test Effectiveness of two financial incentive designs for promoting weight loss among obese employees


Results

Group incentive participants lost 9.7 lbs more than other participants

At 12 weeks, group arm participants maintained greater weight loss


Features Utilized
Financial Incentives Group collaboration Targets
Read more
Process vs. Outcomes
Cardiovascular Disease Management

Test effectiveness of improving cholesterol levels among participants who are at high risk of CVD and who have elevated LDL cholesterol levels by testing process versus outcomes financial incentives. The primary outcome will be change in LDL cholesterol over 12 months. Last day of intervention is 4/14/2018. End of follow up period is 10/11/2018.


Results

Ongoing Research & Analysis


Features Utilized
Financial Incentives SMS Conversations
Improving Diabetic Outcomes
Diabetes

Determine whether peer mentors or financial incentives are superior to usual care in helping African American Veterans improve their HbA1c levels.


Results

Peer mentorship improved glucose control

Financial incentives did not significantly decrease glucose control


Features Utilized
Financial Incentive Peer Mentor
Read more