scholarly journals A prospective randomized trial examining health care utilization in individuals using multiple smartphone-enabled biosensors

2015 ◽  
Author(s):  
Cinnamon S. Bloss ◽  
Nathan E. Wineinger ◽  
Melissa Peters ◽  
Debra L. Boeldt ◽  
Lauren Ariniello ◽  
...  

ABSTRACTBackgroundMobile health and digital medicine technologies are becoming increasingly used by individuals with common, chronic diseases to monitor their health. Numerous devices, sensors, and apps are available to patients and consumers – some of which have been shown to lead to improved health management and health outcomes. However, no randomized controlled trials have been conducted which examine health care costs, and most have failed to provide study participants with a truly comprehensive monitoring system.MethodsWe conducted a prospective randomized controlled trial of adults who had submitted a 2012 health insurance claim associated with hypertension, diabetes, and/or cardiac arrhythmia. The intervention involved receipt of one or more mobile devices that corresponded to their condition(s) and an iPhone with linked tracking applications for a period of 6 months; the control group received a standard disease management program. Moreover, intervention study participants received access to an online health management system which provided participants detailed device tracking information over the course of the study. This was a monitoring system designed by leveraging collaborations with device manufacturers, a connected health leader, health care provider, and employee wellness program – making it both unique and inclusive. We hypothesized that health resource utilization with respect to health insurance claims may be influenced by the monitoring intervention. We also examined health-self management.Results & ConclusionsThere was little evidence of differences in health care costs or utilization as a result of the intervention. Furthermore, we found evidence that the control and intervention groups were equivalent with respect to most health care utilization outcomes. This result suggests there are not large short-term increases or decreases in health care costs or utilization associated with monitoring chronic health conditions using mobile health or digital medicine technologies. Among secondary outcomes there was some evidence of improvement in health self-management which was characterized by a decrease in the propensity to view health status as due to chance factors in the intervention group.Disclosure of FundingThis research is funded in part by a NIH/NCATS flagship Clinical and Translational Science Award Grant (1UL1 TR001114), Qualcomm Foundation Scripps Health Digital Medicine Research Grant, and Scripps Health’s Division of Innovation and Human Capital and Division of Scripps Genomic Medicine. Support for the study is also provided by HealthComp Third Party Administrator, Sanofi, AliveCor, and Accenture.Trial Registration: clinicaltrials.gov Identifier NCT01975428

PeerJ ◽  
2016 ◽  
Vol 4 ◽  
pp. e1554 ◽  
Author(s):  
Cinnamon S. Bloss ◽  
Nathan E. Wineinger ◽  
Melissa Peters ◽  
Debra L. Boeldt ◽  
Lauren Ariniello ◽  
...  

Background.Mobile health and digital medicine technologies are becoming increasingly used by individuals with common, chronic diseases to monitor their health. Numerous devices, sensors, and apps are available to patients and consumers–some of which have been shown to lead to improved health management and health outcomes. However, no randomized controlled trials have been conducted which examine health care costs, and most have failed to provide study participants with a truly comprehensive monitoring system.Methods.We conducted a prospective randomized controlled trial of adults who had submitted a 2012 health insurance claim associated with hypertension, diabetes, and/or cardiac arrhythmia. The intervention involved receipt of one or more mobile devices that corresponded to their condition(s) (hypertension: Withings Blood Pressure Monitor; diabetes: Sanofi iBGStar Blood Glucose Meter; arrhythmia: AliveCor Mobile ECG) and an iPhone with linked tracking applications for a period of 6 months; the control group received a standard disease management program. Moreover, intervention study participants received access to an online health management system which provided participants detailed device tracking information over the course of the study. This was a monitoring system designed by leveraging collaborations with device manufacturers, a connected health leader, health care provider, and employee wellness program–making it both unique and inclusive. We hypothesized that health resource utilization with respect to health insurance claims may be influenced by the monitoring intervention. We also examined health-self management.Results & Conclusions.There was little evidence of differences in health care costs or utilization as a result of the intervention. Furthermore, we found evidence that the control and intervention groups were equivalent with respect to most health care utilization outcomes. This result suggests there are not large short-term increases or decreases in health care costs or utilization associated with monitoring chronic health conditions using mobile health or digital medicine technologies. Among secondary outcomes there was some evidence of improvement in health self-management which was characterized by a decrease in the propensity to view health status as due to chance factors in the intervention group.


2020 ◽  
Author(s):  
Stefan L Auener ◽  
Toine E P Remers ◽  
Simone A van Dulmen ◽  
Gert P Westert ◽  
Rudolf B Kool ◽  
...  

BACKGROUND Chronic heart failure accounts for approximately 1%-2% of health care expenditures in most developed countries. These costs are primarily driven by hospitalizations and comorbidities. Telemonitoring has been proposed to reduce the number of hospitalizations and decrease the cost of treatment for patients with heart failure. However, the effects of telemonitoring on health care utilization remain unclear. OBJECTIVE This systematic review aims to study the effect of telemonitoring programs on health care utilization and costs in patients with chronic heart failure. We assess the effect of telemonitoring on hospitalizations, emergency department visits, length of stay, hospital days, nonemergency department visits, and health care costs. METHODS We searched PubMed, Embase, and Web of Science for randomized controlled trials and nonrandomized studies on noninvasive telemonitoring and health care utilization. We included studies published between January 2010 and August 2020. For each study, we extracted the reported data on the effect of telemonitoring on health care utilization. We used <i>P</i>&lt;.05 and CIs not including 1.00 to determine whether the effect was statistically significant. RESULTS We included 16 randomized controlled trials and 13 nonrandomized studies. Inclusion criteria, population characteristics, and outcome measures differed among the included studies. Most studies showed no effect of telemonitoring on health care utilization. The number of hospitalizations was significantly reduced in 38% (9/24) of studies, whereas emergency department visits were reduced in 13% (1/8) of studies. An increase in nonemergency department visits (6/9, 67% of studies) was reported. Health care costs showed ambiguous results, with 3 studies reporting an increase in health care costs, 3 studies reporting a reduction, and 4 studies reporting no significant differences. Health care cost reductions were realized through a reduction in hospitalizations, whereas increases were caused by the high costs of the telemonitoring program or increased health care utilization. CONCLUSIONS Most telemonitoring programs do not show clear effects on health care utilization measures, except for an increase in nonemergency outpatient department visits. This may be an unwarranted side effect rather than a prerequisite for effective telemonitoring. The consequences of telemonitoring on nonemergency outpatient visits should receive more attention from regulators, payers, and providers. This review further demonstrates the high clinical and methodological heterogeneity of telemonitoring programs. This should be taken into account in future meta-analyses aimed at identifying the effective components of telemonitoring programs.


10.2196/26744 ◽  
2021 ◽  
Vol 23 (9) ◽  
pp. e26744
Author(s):  
Stefan L Auener ◽  
Toine E P Remers ◽  
Simone A van Dulmen ◽  
Gert P Westert ◽  
Rudolf B Kool ◽  
...  

Background Chronic heart failure accounts for approximately 1%-2% of health care expenditures in most developed countries. These costs are primarily driven by hospitalizations and comorbidities. Telemonitoring has been proposed to reduce the number of hospitalizations and decrease the cost of treatment for patients with heart failure. However, the effects of telemonitoring on health care utilization remain unclear. Objective This systematic review aims to study the effect of telemonitoring programs on health care utilization and costs in patients with chronic heart failure. We assess the effect of telemonitoring on hospitalizations, emergency department visits, length of stay, hospital days, nonemergency department visits, and health care costs. Methods We searched PubMed, Embase, and Web of Science for randomized controlled trials and nonrandomized studies on noninvasive telemonitoring and health care utilization. We included studies published between January 2010 and August 2020. For each study, we extracted the reported data on the effect of telemonitoring on health care utilization. We used P<.05 and CIs not including 1.00 to determine whether the effect was statistically significant. Results We included 16 randomized controlled trials and 13 nonrandomized studies. Inclusion criteria, population characteristics, and outcome measures differed among the included studies. Most studies showed no effect of telemonitoring on health care utilization. The number of hospitalizations was significantly reduced in 38% (9/24) of studies, whereas emergency department visits were reduced in 13% (1/8) of studies. An increase in nonemergency department visits (6/9, 67% of studies) was reported. Health care costs showed ambiguous results, with 3 studies reporting an increase in health care costs, 3 studies reporting a reduction, and 4 studies reporting no significant differences. Health care cost reductions were realized through a reduction in hospitalizations, whereas increases were caused by the high costs of the telemonitoring program or increased health care utilization. Conclusions Most telemonitoring programs do not show clear effects on health care utilization measures, except for an increase in nonemergency outpatient department visits. This may be an unwarranted side effect rather than a prerequisite for effective telemonitoring. The consequences of telemonitoring on nonemergency outpatient visits should receive more attention from regulators, payers, and providers. This review further demonstrates the high clinical and methodological heterogeneity of telemonitoring programs. This should be taken into account in future meta-analyses aimed at identifying the effective components of telemonitoring programs.


2019 ◽  
Vol 42 (4) ◽  
pp. e496-e505
Author(s):  
Nel Jason L Haw ◽  
Jhanna Uy ◽  
Beverly Lorraine Ho

Abstract Background The Philippine Health Insurance Corporation (PhilHealth), which manages the Philippine national health insurance program, is a critical actor in the country’s strategy for universal health coverage. Over the past decade, PhilHealth has passed significant coverage, benefits and payment reforms to contain costs and improve the affordability care for high-cost diseases, inpatient care and select outpatient services. Methods We studied the association of PhilHealth with health care utilization and health care costs using three rounds of the Philippine Demographic and Health Survey with data on individual outpatient and inpatient visits from 2008 to 2017. Results PhilHealth membership was associated with 42% greater odds of outpatient utilization and 47–100% greater odds inpatient utilization depending on survey year. Depending on facility type, use of PhilHealth to pay for care was associated with higher average health care costs of 244–865% for outpatient care and 135–206% for inpatient care. Conclusions PhilHealth has likely decreased barriers to health care utilization but may have inadvertently driven up health care costs in the country. Results align with past studies that suggest that reforms in the prior decade have done little to contain health care costs for Filipinos.


PEDIATRICS ◽  
2000 ◽  
Vol 105 (Supplement_E1) ◽  
pp. 728-732 ◽  
Author(s):  
Jack Zwanziger ◽  
Dana B. Mukamel ◽  
Peter G. Szilagyi ◽  
Sarah Trafton ◽  
Andrew W. Dick ◽  
...  

Background. In response to the increase in the number of American children without health insurance, new federal and state programs have been established to expand health insurance coverage for children. However, the presence of insurance reduces the price of care for families participating in these programs and stimulates the use of medical services, which leads to an increase in health care costs. In this article, we identified the additional expenditures associated with the provision of health insurance to previously uninsured children. Methods. We estimated the expenditures on additional services using data from a study of children living in the Rochester, New York, area who were enrolled in the New York State Child Health Plus (CHPlus) program. CHPlus was designed specifically for low-income children without health insurance who were not eligible for Medicaid. The study sample consisted of 1910 children under the age of 6 who were initially enrolled in CHPlus between November 1, 1991 and August 1, 1993 and who had been enrolled for at least 9 continuous months. We used medical chart reviews to determine the level of primary care utilization, parent interviews for demographic information, as well as specialty care utilization, and we used claims data submitted to CHPlus for the year after enrollment to calculate health care expenditures. Using this information, we estimated a multivariate regression model to compute the average change in expenditures associated with a unit of utilization for a cross-section of service types while controlling for other factors that independently influenced total outpatient expenditures. Results. Expenditures for outpatient services were closely related to primary care utilization—more utilization tended to increase expenditures. Age and the presence of a chronic condition both affected expenditures. Children with chronic conditions and infants tended to have more visits, but these visits were, on average, less expensive. Applying the average change in expenditures to the change in utilization that resulted from the presence of insurance, we estimated that the total increase in expenditures associated with CHPlus was $71.85 per child in the year after enrollment, or a 23% increase in expenditures. The cost increase was almost entirely associated with the provision of primary care. Almost three-quarters of the increase in outpatient expenditures was associated with increased acute and well-child care visits. Conclusions. CHPlus was associated with a modest increase in expenditures, mostly from additional outpatient utilization. Because the additional primary care provided to young children often has substantial long-term benefits, the relatively modest expenditure increases associated with the provision of insurance may be viewed as an investment in the future.


2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Andreas Niedermaier ◽  
Anna Freiberg ◽  
Daniel Tiller ◽  
Andreas Wienke ◽  
Amand Führer

Abstract Background Asylum seekers are a vulnerable group with special needs in health care due to their migration history and pre-, peri- and postmigratory social determinants of health. However, in Germany access to health care is restricted for asylum seekers by law and administrative regulations. Methods Using claims data generated in the billing process of health care services provided to asylum seekers, we explore their utilization of health care services in the outpatient sector. We describe the utilization of outpatient specialties, prevalences of diagnoses, prescribed drugs and other health care services, as well as total costs of health care provision. Results The estimated prevalence for visiting an ambulatory physician at least once per year was 67.5% [95%-Confidence-Interval (CI): 65.1–69.9%], with a notably higher prevalence for women than men. The diagnoses with the highest one-year prevalence were “Acute upper respiratory infections” (16.1% [14.5–18.0%]), “Abdominal and pelvic pain” (15.6% [13.9–17.4%]) and “Dorsalgia” (13.8% [12.2–15.5%]). A total of 21% of all prescriptions were for common pain killers. Women received more diagnoses across most diagnosis groups and prescribed drugs from all types than men. Less than half (45.3%) of all health care costs were generated in the outpatient sector. Conclusion The analysis of claims data held in a municipal social services office is a novel approach to gain better insight into asylum seekers’ utilization of health services on an individual level. Compared to regularly insured patients, four characteristics in health care utilization by asylum seekers were identified: low utilization of ambulatory physicians; a gender gap in almost all services, with higher utilization by women; frequent prescription of pain killers; and a low proportion of overall health care costs generated in the outpatient sector. Further research is needed to describe structural and individual factors producing these anomalies.


2009 ◽  
Vol 12 (1) ◽  
Author(s):  
Anupam B Jena ◽  
John E. Calfee ◽  
Edward C Mansley ◽  
Tomas J Philipson

Critics of me-too innovation often argue that follow-on drugs offer little incremental clinical value over existing pioneer products, while at the same time increasing health care costs. We examine whether consumers view follow-on and pioneer drugs as close substitutes or distinct clinical therapies. For five major classes of drugs, we find that large reductions in the price of pioneer molecules after patent expiration—which would typically lead to decreased consumption of strong substitutes—have no effect on the trend in demand for follow-on drugs. Our findings are likely unaffected by health insurance, competitive pricing of me-toos, marketing, and switching costs.


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