Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Background: Despite the growth of and media hype about mobile health (mHealth), there is a paucity of literature supporting the effectiveness of widespread implementation of mHealth technologies.

Objective: This study aimed to assess whether an innovative mHealth technology system with several overlapping purposes can impact (1) clinical outcomes (ie, readmission rates, revisit rates, and length of stay) and (2) patient-centered care outcomes (ie, patient engagement, patient experience, and patient satisfaction).

Methods: We compared all patients (2059 patients) of participating orthopedic surgeons using mHealth technology with all patients of nonparticipating orthopedic surgeons (2554 patients). The analyses included Wilcoxon rank-sum tests, Kruskal-Wallis tests for continuous variables, and chi-square tests for categorical variables. Logistic regression models were performed on categorical outcomes and a gamma-distributed model for continuous variables. All models were adjusted for patient demographics and comorbidities.

Results: The inpatient readmission rates for the nonparticipating group when compared with the participating group were higher and demonstrated higher odds ratios (ORs) for 30-day inpatient readmissions (nonparticipating group 106/2636, 4.02% and participating group 54/2048, 2.64%; OR 1.48, 95% CI 1.03 to 2.13; P=.04), 60-day inpatient readmissions (nonparticipating group 194/2636, 7.36% and participating group 85/2048, 4.15%; OR 1.79, 95% CI 1.32 to 2.39; P<.001), and 90-day inpatient readmissions (nonparticipating group 261/2636, 9.90% and participating group 115/2048, 5.62%; OR 1.81, 95% CI 1.40 to 2.34; P<.001). The length of stay for the nonparticipating cohort was longer at 1.90 days, whereas the length of stay for the participating cohort was 1.50 days (mean 1.87, SD 2 vs mean 1.50, SD 1.37; P<.001). Patients treated by participating surgeons received and read text messages using mHealth 83% of the time and read emails 84% of the time. Patients responded to 60% of the text messages and 53% of the email surveys. Patients were least responsive to digital monitoring questions when the hospital asked them to do something, and they were most engaged with emails that did not require action, including informational content. A total of 96% (558/580) of patients indicated high satisfaction with using mHealth technology to support their care. Only 0.40% (75/2059) patients opted-out of the mHealth technology program after enrollment.

Conclusions: A novel, multicomponent, pathway-driven, patient-facing mHealth technology can positively impact patient outcomes and patient-reported experiences. These technologies can empower patients to play a more active and meaningful role in improving their outcomes. There is a deep need, however, for a better understanding of the interactions between patients, technology, and health care providers. Future research is needed to (1) help identify, address, and improve technology usability and effectiveness; (2) understand patient and provider attributes that support adoption, uptake, and sustainability; and (3) understand the factors that contribute to barriers of technology adoption and how best to overcome them.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7381069PMC
http://dx.doi.org/10.2196/19333DOI Listing

Publication Analysis

Top Keywords

nonparticipating group
12
participating group
12
mobile health
8
mhealth technology
8
readmission rates
8
orthopedic surgeons
8
continuous variables
8
inpatient readmissions
8
readmissions nonparticipating
8
group
6

Similar Publications

School activity participation and sense of belonging among U.S. college students.

J Am Coll Health

September 2025

Columbia-Bassett Program, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA.

To determine whether activity participation is associated with a greater sense of belonging among U.S. college students.

View Article and Find Full Text PDF

A half-day workshop improved palliative care clinicians' ability to integrate psychological concepts into serious illness communication but created demand for longitudinal learning. To pilot "Process Rounds," a four-session, case-based, adapted psychotherapeutic supervision group reinforcing formulation, countertransference, and mindful intervention. Workshop graduates from four cohorts were invited; 25/143 enrolled.

View Article and Find Full Text PDF

Objective: To evaluate the effects of a comprehensive intervention program on cancer pain and self-efficacy in patients with lung cancer.

Methods: A total of 120 lung cancer patients with cancer pain who received treatment from January 2021 to December 2023 at The First People's Hospital of Zunyi were enrolled in this study. A within-subject design was used, comparing patients' pain and self-efficacy scores before and after a comprehensive intervention.

View Article and Find Full Text PDF

[Ultrasound screening for abdominal aortic aneurysm (AAA) in primary care in a rural population].

Aten Primaria

September 2025

Institut de Recerca Biomèdica de Lleida (IRBLleida), Lleida, España.

Objective: To assess the feasibility of implementing ultrasound screening for abdominal aortic aneurysm (AAA) in primary care by examining the prevalence of AAA and associated risk factors in northern Lleida, where no prior data exist and cases are detected opportunistically.

Design: Cross-sectional retrospective prevalence study derived from a pilot implementation of ultrasound AAA screening as a routine complementary test in six rural primary care centres over a 12-month period (March 2022 - March 2023).

Setting: Northern area of the province of Lleida, specifically the regions of Alt Urgell, Pallars Sobirà, Pallars Jussà and Alta Ribagorça.

View Article and Find Full Text PDF

Background: Nurses remain critical in newborn care delivery in Kenya. However, persistent nurse shortages in newborn units limit their ability to provide optimal care. Staff shortages contribute to missed care and high workloads, negatively impacting the motivation and well-being of nurses.

View Article and Find Full Text PDF