Abstract:
BACKGROUND:Measuring physical activity with commercially available activity trackers is gaining popularity. People with a chronic disease can especially benefit from knowledge about their physical activity pattern in everyday life since sufficient physical activity can contribute to wellbeing and quality of life. However, no validity data are available for this population during activities of daily living. OBJECTIVE:The aim of this study was to investigate the validity of 9 commercially available activity trackers for measuring step count during activities of daily living in people with a chronic disease receiving physiotherapy. METHODS:The selected activity trackers were Accupedo (Corusen LLC), Activ8 (Remedy Distribution Ltd), Digi-Walker CW-700 (Yamax), Fitbit Flex (Fitbit inc), Lumoback (Lumo Bodytech), Moves (ProtoGeo Oy), Fitbit One (Fitbit inc), UP24 (Jawbone), and Walking Style X (Omron Healthcare Europe BV). In total, 130 persons with chronic diseases performed standardized activity protocols based on activities of daily living that were recorded on video camera and analyzed for step count (gold standard). The validity of the trackers' step count was assessed by correlation coefficients, t tests, scatterplots, and Bland-Altman plots. RESULTS:The correlations between the number of steps counted by the activity trackers and the gold standard were low (range: -.02 to .33). For all activity trackers except for Fitbit One, a significant systematic difference with the gold standard was found for step count. Plots showed a wide range in scores for all activity trackers; Activ8 showed an average overestimation and the other 8 trackers showed underestimations. CONCLUSIONS:This study showed that the validity of 9 commercially available activity trackers is low measuring steps while individuals with chronic diseases receiving physiotherapy engage in activities of daily living.
journal_name
JMIR Mhealth Uhealthjournal_title
JMIR mHealth and uHealthauthors
Ummels D,Beekman E,Theunissen K,Braun S,Beurskens AJdoi
10.2196/mhealth.8524subject
Has Abstractpub_date
2018-04-02 00:00:00pages
e70issue
4issn
2291-5222pii
v6i4e70journal_volume
6pub_type
杂志文章abstract:BACKGROUND:Flare-ups in juvenile idiopathic arthritis (JIA) are characterized by joint pain and swelling and often accompanied with fatigue, negative emotions, and reduced participation in activities. To minimize the impact of JIA on the physical and psychosocial development and well-being of young people (YP), it is e...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.7229
更新日期:2017-08-15 00:00:00
abstract:BACKGROUND:Novel methods of promoting self-monitoring and social support are needed to ensure long-term maintenance of behavior change. In this paper, we directly investigate the effects of group support in an exercise and nutrition program delivered by an mHealth application called Fittle. OBJECTIVE:Our first specifi...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.4900
更新日期:2016-01-15 00:00:00
abstract:BACKGROUND:Despite the rapid proliferation of health interventions that employ digital tools, the evidence on the effectiveness of such approaches remains insufficient and of variable quality. To address gaps in the comprehensiveness and quality of reporting on the effectiveness of digital programs, the mHealth Technic...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.6640
更新日期:2017-10-06 00:00:00
abstract:BACKGROUND:For patients with sickle cell disease (SCD), effective management of vaso-occlusive crises (VOCs) is integral to provision of care, as nearly all affected individuals will suffer from VOCs in their lifetime. A recent systematic review of technological interventions to improve self-management in the care of S...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/13501
更新日期:2019-06-20 00:00:00
abstract:BACKGROUND:Pregnancy-induced hypertension (PIH) is associated with high levels of morbidity and mortality in mothers, fetuses, and newborns. New technologies, such as remote monitoring (RM), were introduced in 2015 into the care of patients at risk of PIH in Ziekenhuis Oost-Limburg (Genk, Belgium) to improve both mater...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12574
更新日期:2019-08-28 00:00:00
abstract:BACKGROUND:Pain is a challenge for patients following hematopoietic stem cell transplantation (HCT). OBJECTIVE:This study aimed to develop and test the feasibility, acceptability, and initial efficacy of a Web-based mobile pain coping skills training (mPCST) protocol designed to address the needs of HCT patients. MET...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.8565
更新日期:2018-03-19 00:00:00
abstract:BACKGROUND:Augmented reality (AR) is a technology that integrates digital information into the user's real-world environment. It offers a new approach for treatments and education in medicine. AR aids in surgery planning and patient treatment and helps explain complex medical situations to patients and their relatives....
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/10967
更新日期:2019-04-26 00:00:00
abstract:BACKGROUND:Interventions delivered by mobile phones have the potential to prevent cardiovascular disease (CVD) by supporting behavior change toward healthier lifestyles and treatment adherence. To allow replication and adaptation of these interventions across settings, it is important to fully understand how they have ...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12191
更新日期:2019-03-29 00:00:00
abstract:BACKGROUND:Pure-tone screening (PTS) is considered as the gold standard for hearing screening programs in school-age children. Mobile devices, such as mobile phones, have the potential for audiometric testing. OBJECTIVE:This study aimed to demonstrate a new approach to rapidly screen hearing status and provide stratif...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12033
更新日期:2019-04-01 00:00:00
abstract:BACKGROUND:Cue exposure therapy (CET) is a psychological approach developed to prepare individuals with alcohol use disorder (AUD) for confronting alcohol and associated stimuli in real life. CET has shown promise when treating AUD in group sessions, but it is unknown whether progressing from group sessions to using a ...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章,随机对照试验
doi:10.2196/13793
更新日期:2019-08-16 00:00:00
abstract:BACKGROUND:The prevalence of gestational diabetes mellitus (GDM) is increasing worldwide. A healthy diet and stable blood glucose levels during pregnancy can prevent adverse health outcomes for the mother and the newborn child. Mobile health may be a useful supplement to prenatal care, providing women with targeted die...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/18614
更新日期:2020-11-04 00:00:00
abstract:BACKGROUND:To date, many online health behavior programs developed by researchers have not been translated at scale. To inform translational efforts, health researchers must work with marketing experts to design cost-effective marketing campaigns. It is important to understand the characteristics of end users of a give...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12484
更新日期:2019-06-03 00:00:00
abstract:BACKGROUND:The application of mobile health (mHealth) technology in reproductive, maternal, newborn, and child health (RMNCH) is increasing worldwide. However, best practice and the most effective mHealth interventions have not been reviewed systematically. OBJECTIVE:A systematic review and meta-analysis of studies of...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章,评审
doi:10.2196/mhealth.8998
更新日期:2018-01-09 00:00:00
abstract:BACKGROUND:Nutrition and physical activity interventions are important components of cancer care. With an increasing demand for services, there is a need to consider flexible, easily accessible, and tailored models of care while maintaining optimal outcomes. OBJECTIVE:This systematic review describes and appraises the...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12281
更新日期:2019-02-12 00:00:00
abstract:BACKGROUND:Today, runners use wearable technology such as global positioning system (GPS)-enabled sport watches to track and optimize their training activities, for example, when participating in a road race event. For this purpose, an increasing amount of low-priced, consumer-oriented wearable devices are available. H...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.6395
更新日期:2017-02-28 00:00:00
abstract:BACKGROUND:Improvements in parenting practices can positively mediate the outcomes of treatment for adolescent substance use disorder. Given the high rates of release among adolescents (ie, 60% within three months and 85% within one year), there is a critical need for interventions focused on helping parents achieve an...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/12407
更新日期:2019-09-26 00:00:00
abstract:BACKGROUND:The range of benefits associated with regular physical activity participation is irrefutable. Despite the well-known benefits, physical inactivity remains one of the major contributing factors to ill-health throughout industrialized countries. Traditional lifestyle interventions such as group education or te...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章,meta分析
doi:10.2196/11819
更新日期:2019-04-12 00:00:00
abstract:BACKGROUND:Research has underscored the need to develop socioculturally tailored interventions to improve adherence behaviors in minority patients with hypertension (HTN) and type 2 diabetes (T2D). Novel mobile health (mHealth) approaches are potential methods for delivering tailored interventions to minority patients ...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/17135
更新日期:2020-09-23 00:00:00
abstract:BACKGROUND:Engagement with physical activity mobile apps has been reported to be a core precondition for their effectiveness in digital behavior change interventions. However, to date, little attention has been paid to understanding the perspectives, needs, expectations, and experiences of potential users with physical...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/20460
更新日期:2020-11-16 00:00:00
abstract:BACKGROUND:The COVID-19 pandemic has impacted the lives of expectant parents and parents of young babies, with disruptions in health care provision and loss of social support. OBJECTIVE:This study investigated the impact of the COVID-19 pandemic and its associated lockdown on this population through the lens of users ...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/23157
更新日期:2020-12-09 00:00:00
abstract:BACKGROUND:Mobile health (mHealth) has huge potential to deliver preventative health services. However, there is paucity of literature on theoretical constructs, technical, practical, and regulatory considerations that enable delivery of such services. OBJECTIVES:The objective of this study was to outline the key cons...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.5996
更新日期:2016-11-15 00:00:00
abstract::The elderly population is increasing and there is a need to provide care and safety at a high level with limited resources. New social alarm solutions may contribute to safety and independence for many elderly. However, it is important to understand the needs within the user group. This work studied social alarms in a...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.2730
更新日期:2014-03-07 00:00:00
abstract:BACKGROUND:Cardiovascular diseases are the deadliest diseases worldwide, with 17.3 million deaths in 2008 alone. Among them, heart-related deaths are of the utmost relevance; a fact easily proven by the 7.25 million deaths caused by ischemic heart disease alone in that year. The latest advances in smartphones and mHeal...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章,评审
doi:10.2196/mhealth.2737
更新日期:2013-07-24 00:00:00
abstract:BACKGROUND:Rates of sexually transmitted infections and unintended pregnancies are disproportionately high among African American adolescents and young adults (AYA). New media platforms such as social networking sites, microblogs, online video sites, and mobile phone applications may be a promising approach in promotin...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章,评审
doi:10.2196/19459
更新日期:2020-10-05 00:00:00
abstract:BACKGROUND:Activity trackers are now ubiquitous in certain populations, with potential applications for health promotion and monitoring and chronic disease management. Understanding the accuracy of this technology is critical to the appropriate and productive use of wearables in health research. Although other peer-rev...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/13547
更新日期:2019-05-23 00:00:00
abstract:BACKGROUND:Earlier detection of chronic obstructive pulmonary disease (COPD) exacerbations may facilitate more rapid treatment with reduced risk of hospitalization. Changes in pulse oximetry may permit early detection of exacerbations. We hypothesized that overnight pulse oximetry would be superior to once-daily monito...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/17597
更新日期:2020-11-13 00:00:00
abstract:BACKGROUND:The huge increase in smartphone use heralds an enormous opportunity for epidemiology research, but there is limited evidence regarding long-term engagement and attrition in mobile health (mHealth) studies. OBJECTIVE:The objective of this study was to examine how representative the Cloudy with a Chance of Pa...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.8162
更新日期:2017-11-01 00:00:00
abstract:BACKGROUND:Mobile phones and tablets currently represent a significant presence in people's everyday lives. They enable access to different information and services independent of current place and time. Such widespread connectivity offers significant potential in different app areas including health care. OBJECTIVE:O...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.3359
更新日期:2014-08-13 00:00:00
abstract:BACKGROUND:The importance of the preconception period and preconception care (PCC) are broadly acknowledged and the potential benefits regarding health promotion have been studied extensively. PCC provides the opportunity to identify, prevent, and treat modifiable and nonmodifiable risk factors to optimize the health o...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.7834
更新日期:2017-08-17 00:00:00
abstract:BACKGROUND:Although millions of overweight and obese adults use mobile phone apps for weight loss, little is known about the predictors of success. OBJECTIVE:The objective of this study was to understand the relationship between weight loss outcomes and weekly patterns of caloric intake among overweight and obese adul...
journal_title:JMIR mHealth and uHealth
pub_type: 杂志文章
doi:10.2196/mhealth.8320
更新日期:2018-04-16 00:00:00