Browsing by Subject "mHealth"
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Item Open Access A Smartphone App With a Digital Care Pathway for Patients Undergoing Spine Surgery: Development and Feasibility Study.(JMIR perioperative medicine, 2020-10-16) Ponder, Madison; Ansah-Yeboah, Abena A; Charalambous, Lefko T; Adil, Syed M; Venkatraman, Vishal; Abd-El-Barr, Muhammad; Haglund, Michael; Grossi, Peter; Yarbrough, Chester; Dharmapurikar, Rajeev; Gellad, Ziad; Lad, Shivanand PBackground
There is a great unmet clinical need to provide patients undergoing spinal surgery and their caregivers with ongoing, high-quality care before and after surgery in an efficiency-focused health care environment.Objective
The objective of this study is to design, develop, and evaluate the acceptability and feasibility of a novel planning-, outcomes-, and analytics-based smartphone app called ManageMySurgery (MMS) in patients undergoing elective spine surgery (MMS-Spine).Methods
The development process of the MMS app was conducted over 2 sequential stages: (1) an evidence-based intervention design with refinement from surgeon and patient feedback and (2) feasibility testing in a clinical pilot study. We developed a novel, mobile-based, Health Insurance Portability and Accountability Act-compliant platform for interventional and surgical procedures. It is a patient-centric mobile health app that streamlines patients' interactions with their care team. MMS divides the patient journey into phases, making it feasible to provide customized care pathways that meet patients' unique needs. Patient-reported outcomes are easily collected and conform to the National Institutes of Health Patient-Reported Outcomes Measurement Information System (PROMIS) standard.Results
We tested the feasibility of the MMS-Spine app with patients undergoing elective spine surgery at a large academic health system. A total of 47 patients undergoing elective spine surgery (26 cervical spine and 21 lumbar spine surgeries) downloaded and used MMS-Spine to navigate their surgical journey, quantify their baseline characteristics and postoperative outcomes, and provide feedback on the utility of the app in preparing for and recovering from their spinal surgery. The median age was 59.0 (range 33-77) years, 22 of the 47 patients (47%) were women, and 26 patients (55%) had commercial insurance. Of the 47 patients, a total of 33 (70%) logged in on an iOS device, 11 (23%) on an Android device, and 3 (6%) on a computer or tablet. A total of 17 of the 47 patients (36%) added a caregiver, of which 7 (41%) logged in. The median number of sign-ins was 2. A total of 38 of 47 patients (81%) completed their baseline preoperative PROMIS-29 outcomes, and 14 patients (30%) completed at least one PROMIS-29 survey during the postoperative period. Of the 24 patients who completed the MMS survey, 21 (88%) said it was helpful during preparation for their procedure, 16 (67%) said it was helpful during the postoperative period, and 23 (96%) said that they would recommend MMS to a friend or family member.Conclusions
We used a patient-centered approach based on proven behavior change techniques to develop a comprehensive smartphone app for patients undergoing elective spine surgery. The optimized version of the app is ready for formal testing in a larger randomized clinical study to establish its cost-effectiveness and effect on patients' self-management skills and long-term outcomes.Item Open Access A Smoking Cessation Mobile App for Persons Living With HIV: Preliminary Efficacy and Feasibility Study.(JMIR formative research, 2022-08) Schnall, Rebecca; Liu, Jianfang; Alvarez, Gabriella; Porras, Tiffany; Ganzhorn, Sarah; Boerner, Samantha; Huang, Ming-Chun; Trujillo, Paul; Cioe, PatriciaBackground
The prevalence of smoking in the United States general population has gradually declined to the lowest rate ever recorded; however, this has not been true for persons with HIV.Objective
We conducted a pilot test to assess the feasibility and efficacy of the Lumme Quit Smoking mobile app and smartwatch combination with sensing capabilities to improve smoking cessation in persons with HIV.Methods
A total of 40 participants were enrolled in the study and randomly assigned 1:1 to the control arm, which received an 8-week supply of nicotine replacement therapy, a 30-minute smoking cessation counseling session, and weekly check-in calls with study staff, or to the intervention arm, which additionally received the Lumme Quit Smoking app and smartwatch.Results
Of the 40 participants enrolled, 37 completed the follow-up study assessments and 16 used the app every day during the 56-day period. During the 6-month recruitment and enrollment period, 122 people were screened for eligibility, with 67.2% (82/122) deemed ineligible. Smoking criteria and incompatible tech were the major reasons for ineligibility. There was no difference in the proportion of 7-day point prevalence abstinence by study arm and no significant decrease in exhaled carbon monoxide for the intervention and control arms separately. However, the average exhaled carbon monoxide decreased over time when analyzing both arms together (P=.02).Conclusions
Results suggest excellent feasibility and acceptability of using a smoking sensor app among this smoking population. The knowledge gained from this research will enable the scientific community, clinicians, and community stakeholders to improve tobacco cessation outcomes for persons with HIV.Trial registration
ClinicalTrials.gov NCT04808609; https://clinicaltrials.gov/ct2/show/NCT04808609.Item Open Access An examination of neurocognition and theory of mind as predictors of engagement with a tailored digital therapeutic in persons with serious mental illness.(Schizophrenia research. Cognition, 2022-06) Halverson, Tate F; Browne, Julia; Thomas, Samantha M; Palenski, Paige; Vilardaga, RogerThere is an increasing interest in the development and implementation of digital therapeutics (apps) in individuals with serious mental illness (SMI). However, there is limited understanding of the role of neurocognition and social cognition on engagement with apps. The present study is a secondary analysis of a pilot randomized controlled trial (N = 62) comparing a tailored digital intervention to treat tobacco use disorder in individuals with SMI to a standard of care digital intervention for the general population. The purpose of this study was to examine the impact of neurocognition, social cognition, and clinical characteristics on indices of app engagement in users of the tailored app compared to users of the standard of care app. Correlational analyses demonstrated that individuals with low levels of neurocognition and social cognition engaged more often and for longer duration with the tailored app compared to the standard of care app. In a series of multilevel zero-inflated negative binomial models, assignment to the tailored app remained the most robust predictor of app interactions (Risk Ratio [RR] = 1.72; p < .01), duration of app use (RR = 6.47; p < .01), and average length of interaction (RR = 2.70; p < .01), after adjusting for key demographic and clinical characteristics, and two measures of cognition. This is one of the first studies to demonstrate that digital therapeutics can be designed to mitigate the impact of neurocognition and social cognition on device engagement in SMI populations. Recommendations are made to advance the use of new analytic models to uncover patterns of engagement with digital therapeutics.Item Open Access An mHealth-Based Medication Reminder Program for Patients with Coronary Heart Disease(2019) Ni, ZhaoProblem and Purpose:
Coronary heart disease (CHD) is the second leading cause of death in China. The treatment of CHD typically involves long-term pharmaceutical therapy. For patients with CHD, cardio-protective medications can prevent the enlargement of harmful clots, cardiovascular symptoms, and poor therapeutic outcomes such as uncontrolled high blood pressure, hyperlipidemia, arrhythmia, heart failure, and sudden cardiac death. However, in China, poor adherence to cardio-protective medications has been cited as a public health concern. This poor adherence to cardio-protective medications has been linked to increases in healthcare costs due to poor therapeutic outcomes typically requiring major medical interventions, such as coronary angioplasty and coronary artery bypass grafting.
In China, local primary healthcare clinics are often not the first choice for treatment. Instead, patients with serious illnesses such as CHD prefer to utilize hospitals. Consequently, many of the 100 million people diagnosed with CHD in China receive prescriptions and medication-related knowledge in hospitals only without a primary care clinician to monitor their treatment. Under this healthcare utilization model, patients are often not provided with proper treatment maintenance and knowledge regarding their medication-taking behaviors. This lack of follow-up care decreases patients’ awareness of the importance of taking medications the way they were prescribed.
Mobile health, known as mHealth, is the use of portable electronic devices with software applications to provide healthcare services and manage patient information. China has 1.3 billion mobile phone users, and 97% of Chinese netizens access the Internet by using a mobile phone. These conditions in China are ideal for implementing an mHealth intervention to improve health and practice. The purpose of this study is to develop an mHealth intervention to improve medication adherence among patients with CHD.
Methods:
First, a pilot study with two phases was conducted in the Cardiology Department of West China Hospital, located in Chengdu, China. Phase I was conducted to inform the development of an mHealth intervention by integrating two mobile applications. The content of reminders and educational materials, the frequency and timing of the intervention were developed in this phase. Based on Phase I, the mHealth intervention was refined and an exploratory randomized controlled trial was conducted in Phase II to evaluate the feasibility and acceptability of using mHealth as a tool to assist CHD patients to take their cardio-protective medications. The cohorts of participants in the two phases were mutually exclusive. Next, a larger scale study with 196 participants was conducted to assess if the mHealth intervention could improve medication adherence and relevant health outcomes (systolic blood pressure, diastolic blood pressure, and heart rate) among patients with CHD in comparison to a control group that receives general educational materials over a period of 60 days.
Results:
In the larger scale study, we recruited 230 participants and randomized 116 to the experimental group and 114 to the control group. Of the 230 participants, 34 participants did not provide their baseline data, thus they did not receive the allocated intervention; we collected baseline data from 196 participants. Of the 196 participants, six participants dropped out of the study and nine were lost during the follow-up period. Finally, 181 participants completed the study, 97 in the experiemental group, 84 in the control group. The majority of the participants were married (92.4%), male (80.1%), Han Chinese (93.9%), and living in urban China (82.1%). Participants’ average age was 61 years old, and half were retired (53.9%). Three out of five participants (61.7%) were prescribed at least five medications. The total medication non-adherence score decreased at 60 days and 90 days in both groups when compared to baseline. At 60 days, the mean of the decrease in medication non-adherence score in the experimental group (M = −1.21, SD = 2.59, N = 103) was greater than the decrease in the control group (M = −0.42, SD = 2.63, N = 93), meaning that the medication adherence improved more in the experimental group. Likewise, at 90 days, the mean of the decrease in medication non-adherence score in the experimental group (M = −1.58, SD = 2.49, N = 103) was greater than the decrease in the control group (M = −0.08, SD = 3.15, N = 93). This difference between the two groups was statistically significant at both 60 days (t = 2.04, df = 179, P = 0.04) and 90 days (t = 3.48, df = 155, P < 0.01).
Heart rate decreased at 60 days and 90 days in both groups compared to baseline, but the mean of the decrease was not statistically significant between the two groups at either 60 days (t = -0.28, df = 148, p=0.78) or 90 days (t = 0.32, df = 145, p=0.75). Systolic blood pressure and diastolic blood pressure decreased in the experimental group, but increased in the control group. The mean of the decrease in diastolic blood pressure was statistically significant at both 60 days (t = 2.07, df = 160, p=0.04) and 90 days (t = 2.21, df = 164, p=0.03). The mean of the decrease in systolic blood pressure was statistically significant at 90 days (t = 3.12, df = 165, p < 0.01), but not significant at 60 days (t = 1.92, df = 161, p=0.06). In addition to comparing the mean of the decreases in health outcomes, we also compared the proportional rates of normal systolic blood pressure, diastolic blood pressure, and heart rate between the experimental group and the control group. The proportional rates of normal systolic and diastolic blood pressures in both groups increased at 60 days and 90 days compared to baseline, but the difference between the two groups at both times was not statistically significant. The proportional rate of normal heart rate in both groups decreased at both times, but the difference between the two groups at both times was not statistically significant.
Conclusion:
In this dissertation, a mobile-phone based mHealth intervention was developed for patients with CHD through integrating two mobile applications to improve medication adherence. The intervention delivered medication-taking reminders and educational materials using two mobile applications. The results showed that the mHealth intervention can increase medication adherence, and potentially lower blood pressure among patients with CHD. These findings can serve as a reference for future research to increase medication adherence and lower blood pressure.
Item Open Access Assessing the Suitability of a Mobile Phone-Based Case Management System for Children in Adversity in Battambang, Cambodia(2015) Mangale, Dorothy ImbukaAbstract
There are over 250 million children in adversity (CIA) globally; however, insufficient information on prevalence of CIA and their daily needs limits case management of this group by social welfare systems. Recently, mobile technology-based (mHealth) systems have been used successfully to extend health services and information to clients in hard-to-reach, under resourced areas. This study aimed to determine the suitability of mHealth systems for improving case management of CIA in Battambang Province, Cambodia.
Methods used included focus group discussions (FGDs), in depth interview and direct observation with government and NGO social workers, their supervisors and street-based CIA (10-17 years). Data on daily workflows, roles, responsibilities and case management activities of social workers were documented. Mobile phone ownership, use and attitudes among social workers were used to assess suitability of an mHealth tool in the Cambodian context. Daily life experiences and case management needs of CIA were documented.
Our data suggests that routine case management of CIA is limited by low capacity of social workers, logistical constraints, a burdensome paper-based data collection system, scanty resources and poor supportive supervision. All social workers participating in the study owned and used mobile phones, and enthusiasm for further incorporation of these devices into daily work activities was high. Street children came from different situations of adversity, were under-served and had diverse case management needs such as referral to vocational programs, early intervention to prevent violence in the home and continuous follow-up.
An mHealth system could be developed to overcome constraints in case management of CIA by streamlining social worker workflows, facilitating timely data collection, and enabling continuous training of social workers. Such a system, implemented in conjunction with other initiatives to strengthen the social welfare system, could promote better case management for CIA in Cambodia, and globally.
Item Open Access Design and Usability Testing of a Mobile Phone-Based Patient Management System for Women in Rural Kenya(2014) Karnik, AmoghEvery day, approximately 800 women die from pregnancy-related complications. Most of these deaths are avoidable. Care from a skilled provider before, during, and after delivery has been shown to prevent a majority of maternal and neonatal deaths. However, time delays in recognizing the need to seek care, accessing health care facilities, and receiving adequate care from a provider of make the delivery of effective maternal healthcare practices very challenging. These three delays disproportionately affect women living in rural and remote regions, where awareness of maternal health problems can be low and health facilities are few and far between. In Kenya, maternal health care in these regions falls upon community health volunteers, who are unpaid and overworked.
In recent years, mobile phones have grown in popularity for improving disease prevention and management, especially in the field of maternal and child health. The intent of this study was to design and pilot a mobile phone-based patient management system intended for use by community health volunteers. Using a human-centered design framework, a system was developed to fit into the CHVs' existing workflows in order to improve the delivery of maternal and child health care at the community level. Integrating both voice and text messaging interfaces, the system was designed to provide the CHVs with a fast and easy method of recording and reporting data, a streamlined approach for tracking patient referrals to a health facility, and a reliable and effective way to report and respond to obstetric emergencies. The system was found to be highly usable based on self-report data from users, who indicated that the system saved them time and helped them complete their responsibilities as CHVs. In all, results of this pilot suggest that such a system may be useful for CHVs in monitoring the health of pregnant women over time and helping to avoid the time delays associated with maternal mortality.
Item Open Access Development of a Theoretically Driven mHealth Text Messaging Application for Sustaining Recent Weight Loss.(JMIR mHealth and uHealth, 2013-05) Shaw, Ryan J; Bosworth, Hayden B; Hess, Jeffrey C; Silva, Susan G; Lipkus, Isaac M; Davis, Linda L; Johnson, Constance MBackground
Mobile phone short message service (SMS) text messaging, has the potential to serve as an intervention medium to promote sustainability of weight loss that can be easily and affordably used by clinicians and consumers.Objective
To develop theoretically driven weight loss sustaining text messages and pilot an mHealth SMS text messaging intervention to promote sustaining recent weight loss in order to understand optimal frequency and timing of message delivery, and for feasibility and usability testing. Results from the pilot study were used to design and construct a patient privacy compliant automated SMS application to deliver weight loss sustaining messages.Methods
We first conducted a pilot study in which participants (N=16) received a daily SMS text message for one month following a structured weight loss program. Messages were developed from diet and exercise guidelines. Following the intervention, interviews were conducted and self-reported weight was collected via SMS text messaging.Results
All participants (N=16) were capable of sending and receiving SMS text messages. During the phone interview at 1 month post-baseline and at 3 months post-baseline, 13/14 (93%) of participants who completed the study reported their weight via SMS. At 3 months post-baseline, 79% (11/14) participants sustained or continued to lose weight. Participants (13/14, 93%) were favorable toward the messages and the majority (10/14, 71%) felt they were useful in helping them sustain weight loss. All 14 participants who completed the interview thought SMS was a favorable communication medium and was useful to receive short relevant messages promptly and directly. All participants read the messages when they knew they arrived and most (11/14, 79%) read the messages at the time of delivery. All participants felt that at least one daily message is needed to sustain weight loss behaviors and that they should be delivered in the morning. Results were then used to develop the SMS text messaging application.Conclusions
Study results demonstrated the feasibility of developing weight loss SMS text messages, and the development of an mHealth SMS text messaging application. SMS text messaging was perceived as an appropriate and accepted tool to deliver health promotion content.Item Open Access In-Home Passive Sensor Data Collection and Its Implications for Social Media Research: Perspectives of Community Women in Rural South Africa.(Journal of empirical research on human research ethics : JERHRE, 2019-10-21) van Heerden, Alastair; Wassenaar, Doug; Essack, Zaynab; Vilakazi, Khanya; Kohrt, Brandon AThere has been a recent increase in debates on the ethics of social media research, passive sensor data collection, and big data analytics. However, little evidence exists to describe how people experience and understand these applications of technology. This study aimed to passively collect data from mobile phone sensors, lapel cameras, and Bluetooth beacons to assess people's understanding and acceptance of these technologies. Seven households were purposefully sampled and data collected for 10 days. The study generated 48 hr of audio data and 30,000 images. After participant review, the data were destroyed and in-depth interviews conducted. Participants found the data collected acceptable and reported willingness to participate in similar studies. Key risks included that the camera could capture nudity and sex acts, but family review of footage before sharing helped reduce concerns. The Emanuel et al. ethics framework was found to accommodate the concerns and perspectives of study participants.Item Open Access Reduction of Internalized Weight Bias via Mindful Self-compassion: Theoretical Framework and Results from a Randomized Controlled Trial(2022) Hopkins, ChristinaWeight bias internalization is considered a chronic discriminatory stressor and a threat to health. Weight bias internalization has known associations with health-depleting behaviors (i.e., disordered eating, social isolation) and avoidance of health-promoting behaviors (i.e., physical activity, adherence to healthcare guidelines). Despite the numerous deleterious health effects of weight bias internalization, relatively few efficacious interventions have been identified for this critical treatment target. Self-compassion training presents itself as a potential intervention, though has not been rigorously tested in those with elevated internalized weight bias. Ruby was a two-arm randomized control designed to reduce internalized weight bias. Ruby tested the efficacy of a 4-week digitally-delivered self-compassion intervention compared to wait list control. Participants in the intervention group received daily text messages which included psychoeducation videos, writing prompts, and guided mindfulness audio files to facilitate daily mindful self-compassion practices ranging from 4-21 minutes per day. The main outcome of this trial was the 4-week reduction in weight bias internalization as measured by the Weight Bias Internalization Scale, compared to wait list control. Trial outcomes were analyzed using linear mixed models and one-way analysis of covariance models using an intent-to-treat framework. Ruby participants were 121 adults with elevated internalized weight bias (i.e., WBIS score > 4.0) and a body mass index over 30 kg/m2. Participants in the intervention demonstrated greater reductions in weight bias internalization compared to the wait list control (Net difference: -0.84, CI: -1.21 to -0.48, p < .0001). Participants in the intervention demonstrated similar reductions in secondary outcomes, including weight self-stigma, weight-related experiential avoidance, and fear of self-compassion (p’s < .05). Additionally, they reported increases in self-compassion, mindfulness, body appreciation, intuitive eating, and physical activity. Mediation analyses suggest that reductions in weight bias internalization are likely partially driven by increases in self-compassion. Ruby was the first digital standalone self-compassion based intervention targeting weight bias internalization. Results suggest that a brief mindful self-compassion intervention can meaningfully reduce internalized weight bias over 4 weeks. Additionally, a mindful self-compassion intervention can reduce several other secondary outcomes related to internalized weight bias. Due to its standalone digital delivery, Ruby may be a highly-scalable treatment for internalized weight bias that can be delivered on its own or combined with other treatments. Ruby is poised to expand a burgeoning body of literature related to psychological intervention for internalized weight bias.
Item Open Access The Association Between Engagement and Weight Loss Through Personal Coaching and Cell Phone Interventions in Young Adults: Randomized Controlled Trial.(JMIR mHealth and uHealth, 2018-10) Lin, Pao-Hwa; Grambow, Steven; Intille, Stephen; Gallis, John A; Lazenka, Tony; Bosworth, Hayden; Voils, Corrine L; Bennett, Gary G; Batch, Bryan; Allen, Jenifer; Corsino, Leonor; Tyson, Crystal; Svetkey, LauraBackground
Understanding how engagement in mobile health (mHealth) weight loss interventions relates to weight change may help develop effective intervention strategies.Objective
This study aims to examine the (1) patterns of participant engagement overall and with key intervention components within each intervention arm in the Cell Phone Intervention For You (CITY) trial; (2) associations of engagement with weight change; and (3) participant characteristics related to engagement.Methods
The CITY trial tested two 24-month weight loss interventions. One was delivered with a smartphone app (cell phone) containing 24 components (weight tracking, etc) and included prompting by the app in predetermined frequency and forms. The other was delivered by a coach via monthly calls (personal coaching) supplemented with limited app components (18 overall) and without any prompting by the app. Engagement was assessed by calculating the percentage of days each app component was used and the frequency of use. Engagement was also examined across 4 weight change categories: gained (≥2%), stable (±2%), mild loss (≥2% to <5%), and greater loss (≥5%).Results
Data from 122 cell phone and 120 personal coaching participants were analyzed. Use of the app was the highest during month 1 for both arms; thereafter, use dropped substantially and continuously until the study end. During the first 6 months, the mean percentage of days that any app component was used was higher for the cell phone arm (74.2%, SD 20.1) than for the personal coaching arm (48.9%, SD 22.4). The cell phone arm used the apps an average of 5.3 times/day (SD 3.1), whereas the personal coaching participants used them 1.7 times/day (SD 1.2). Similarly, the former self-weighed more than the latter (57.1% days, SD 23.7 vs 32.9% days, SD 23.3). Furthermore, the percentage of days any app component was used, number of app uses per day, and percentage of days self-weighed all showed significant differences across the 4 weight categories for both arms. Pearson correlation showed a negative association between weight change and the percentage of days any app component was used (cell phone: r=-.213; personal coaching: r=-.319), number of apps use per day (cell phone: r=-.264; personal coaching: r=-.308), and percentage of days self-weighed (cell phone: r=-.297; personal coaching: r=-.354). None of the characteristics examined, including age, gender, race, education, income, energy expenditure, diet quality, and hypertension status, appeared to be related to engagement.Conclusions
Engagement in CITY intervention was associated with weight loss during the first 6 months. Nevertheless, engagement dropped substantially early on for most intervention components. Prompting may be helpful initially. More flexible and less intrusive prompting strategies may be needed during different stages of an intervention to increase or sustain engagement. Future studies should explore the motivations for engagement and nonengagement to determine meaningful levels of engagement required for effective intervention.Trial registration
ClinicalTrials.gov NCT01092364; https://clinicaltrials.gov/ct2/show/NCT01092364 (Archived by WebCite at http://www.webcitation.org/72V8A4e5X).