The Demographic Representativeness and Health Outcomes of Digital Health Station Users: Longitudinal Study.

Abstract:

BACKGROUND:Digital health stations offer an affordable and accessible platform for people to monitor their health; however, there is limited information regarding the demographic profile of users and the health benefits of this technology. OBJECTIVE:This study aimed to assess the demographic representativeness of health station users, identify the factors associated with repeat utilization of stations, and determine if the health status of repeat users changed between baseline and final health check. METHODS:Data from 180,442 health station users in Australia, including 8441 repeat users, were compared with 2014-2015 Australian National Health Survey (NHS) participants on key demographic and health characteristics. Binary logistic regression analyses were used to compare demographic and health characteristics of repeat and one-time users. Baseline and final health checks of repeat users were compared using McNemar tests and Wilcoxon signed rank tests. The relationship between the number of checks and final health scores was investigated using generalized linear models. RESULTS:The demographic profile of SiSU health station users differs from that of the general population. A larger proportion of SiSU users were female (100,814/180,442, 55.87% vs 7807/15,393, 50.72%), younger (86,387/180,442, 47.88% vs 5309/15,393, 34.49% aged less than 35 years), and socioeconomically advantaged (64,388/180,442, 35.68% vs 3117/15,393, 20.25%). Compared with NHS participants, a smaller proportion of SiSU health station users were overweight or obese, were smokers, had high blood pressure (BP), or had diabetes. When data were weighted for demographic differences, only rates of high BP were found to be lower for SiSU users compared with the NHS participants (odds ratio [OR] 1.26; P<.001). Repeat users were more likely to be female (OR 1.37; P<.001), younger (OR 0.99; P<.001), and from high socioeconomic status areas-those residing in socioeconomic index for areas quintiles 4 and 5 were significantly more likely to be repeat users compared with those residing in quintile 1 (OR 1.243; P<.001 and OR 1.151; P<.001, respectively). Repeat users were more likely to have a higher BMI (OR 1.02; P<.001), high BP (OR 1.15; P<.001), and less likely to be smokers (OR 0.77; P<.001). Significant improvements in health status were observed for repeat users. Mean BMI decreased by 0.97 kg/m2 from baseline to final check (z=-14.24; P<.001), whereas the proportion of people with high BP decreased from 15.77% (1080/6848) to 12.90% (885/6860; χ21=38.2; P<.001). The proportion of smokers decreased from 11.91% (1005/8438) to 10.13% (853/8421; χ21=48.4; P<.001). Number of repeat health checks was significantly associated with smoking status (OR 0.96; P<.048) but not with higher BP (P=.14) or BMI (P=.23). CONCLUSIONS:These findings provide valuable insight into the benefits of health stations for self-monitoring and partially support previous research regarding the effect of demographics and health status on self-management of health.

journal_name

J Med Internet Res

authors

Flitcroft L,Chen WS,Meyer D

doi

10.2196/14977

subject

Has Abstract

pub_date

2020-06-26 00:00:00

pages

e14977

issue

6

eissn

1439-4456

issn

1438-8871

pii

v22i6e14977

journal_volume

22

pub_type

杂志文章
  • Global Reach of an Online COVID-19 Course in Multiple Languages on OpenWHO in the First Quarter of 2020: Analysis of Platform Use Data.

    abstract:BACKGROUND:At the onset of the coronavirus outbreak, the World Health Organization's (WHO) Health Emergencies Learning and Capacity Development Unit, together with the WHO's health technical lead on coronaviruses, developed a massive open online course within 3 weeks as part of the global response to the emergency. The...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/19076

    authors: Utunen H,Ndiaye N,Piroux C,George R,Attias M,Gamhewage G

    更新日期:2020-04-27 00:00:00

  • Smartphones as multimodal communication devices to facilitate clinical knowledge processes: randomized controlled trial.

    abstract:BACKGROUND:Despite the widespread use and advancements of mobile technology that facilitate rich communication modes, there is little evidence demonstrating the value of smartphones for effective interclinician communication and knowledge processes. OBJECTIVE:The objective of this study was to determine the effects of...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,随机对照试验

    doi:10.2196/jmir.2758

    authors: Pimmer C,Mateescu M,Zahn C,Genewein U

    更新日期:2013-11-27 00:00:00

  • Social cognitive determinants of nutrition and physical activity among web-health users enrolling in an online intervention: the influence of social support, self-efficacy, outcome expectations, and self-regulation.

    abstract:BACKGROUND:The Internet is a trusted source of health information for growing majorities of Web users. The promise of online health interventions will be realized with the development of purely online theory-based programs for Web users that are evaluated for program effectiveness and the application of behavior change...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.1551

    authors: Anderson-Bill ES,Winett RA,Wojcik JR

    更新日期:2011-03-17 00:00:00

  • InsuOnline, an Electronic Game for Medical Education on Insulin Therapy: A Randomized Controlled Trial With Primary Care Physicians.

    abstract:BACKGROUND:Most patients with diabetes mellitus (DM) are followed by primary care physicians, who often lack knowledge or confidence to prescribe insulin properly. This contributes to clinical inertia and poor glycemic control. Effectiveness of traditional continuing medical education (CME) to solve that is limited, so...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,随机对照试验

    doi:10.2196/jmir.6944

    authors: Diehl LA,Souza RM,Gordan PA,Esteves RZ,Coelho IC

    更新日期:2017-03-09 00:00:00

  • Using Artificial Intelligence (Watson for Oncology) for Treatment Recommendations Amongst Chinese Patients with Lung Cancer: Feasibility Study.

    abstract:BACKGROUND:Artificial intelligence (AI) is developing quickly in the medical field and can benefit both medical staff and patients. The clinical decision support system Watson for Oncology (WFO) is an outstanding representative AI in the medical field, and it can provide to cancer patients prompt treatment recommendati...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/11087

    authors: Liu C,Liu X,Wu F,Xie M,Feng Y,Hu C

    更新日期:2018-09-25 00:00:00

  • Online Antenatal Care During the COVID-19 Pandemic: Opportunities and Challenges.

    abstract::People across the world have been greatly affected by the ongoing coronavirus disease (COVID-19) pandemic. The high infection risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in hospitals is particularly problematic for recently delivered mothers and currently pregnant women who require professiona...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/19916

    authors: Wu H,Sun W,Huang X,Yu S,Wang H,Bi X,Sheng J,Chen S,Akinwunmi B,Zhang CJP,Ming WK

    更新日期:2020-07-22 00:00:00

  • Using Social Media to Target Cancer Prevention in Young Adults: Viewpoint.

    abstract::Focusing on primary cancer prevention can reduce its incidence. Changing health behaviors is critical to cancer prevention. Modifiable cancer risk factors include lifestyle behaviors related to vaccination, physical activity, weight control and maintenance, alcohol consumption, and tobacco use. These health habits are...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.8882

    authors: Sarkar U,Le GM,Lyles CR,Ramo D,Linos E,Bibbins-Domingo K

    更新日期:2018-06-05 00:00:00

  • Internet skills performance tests: are people ready for eHealth?

    abstract:BACKGROUND:Despite the amount of online health information, there are several barriers that limit the Internet's adoption as a source of health information. One of these barriers is highlighted in conceptualizations of the digital divide which include the differential possession of Internet skills, or "eHealth literacy...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.1581

    authors: van Deursen AJ,van Dijk JA

    更新日期:2011-04-29 00:00:00

  • Adapting the eHealth Literacy Scale for Carers of People With Chronic Diseases (eHeals-Carer) in a Sample of Greek and Cypriot Carers of People With Dementia: Reliability and Validation Study.

    abstract:BACKGROUND:As the population ages, many more people will be in need of long-term care. According to a recent report by Alzheimer's Disease International and the Karolinska Institute, 84% of people with dementia are cared for at home and 16% in nursing homes. Several Web-based interventions have been developed to assist...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/12504

    authors: Efthymiou A,Middleton N,Charalambous A,Papastavrou E

    更新日期:2019-11-28 00:00:00

  • Effectiveness of a Web-Based Health Education Program to Promote Oral Hygiene Care Among Stroke Survivors: Randomized Controlled Trial.

    abstract:BACKGROUND:Oral hygiene care is of key importance among stroke patients to prevent complications that may compromise rehabilitation or potentially give rise to life-threatening infections such as aspiration pneumonia. OBJECTIVE:The aim of this study was to evaluate the effectiveness of a Web-based continuing professio...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.2196/jmir.7024

    authors: Ab Malik N,Mohamad Yatim S,Lam OL,Jin L,McGrath CP

    更新日期:2017-03-31 00:00:00

  • Design and evaluation of a simulation for pediatric dentistry in virtual worlds.

    abstract:BACKGROUND:Three-dimensional virtual worlds are becoming very popular among educators in the medical field. Virtual clinics and patients are already used for case study and role play in both undergraduate and continuing education levels. Dental education can also take advantage of the virtual world's pedagogical featur...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2651

    authors: Papadopoulos L,Pentzou AE,Louloudiadis K,Tsiatsos TK

    更新日期:2013-10-29 00:00:00

  • Influence of Scanner Precision and Analysis Software in Quantifying Three-Dimensional Intraoral Changes: Two-Factor Factorial Experimental Design.

    abstract:BACKGROUND:Three-dimensional scans are increasingly used to quantify biological topographical changes and clinical health outcomes. Traditionally, the use of 3D scans has been limited to specialized centers owing to the high cost of the scanning equipment and the necessity for complex analysis software. Technological a...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/17150

    authors: O'Toole S,Bartlett D,Keeling A,McBride J,Bernabe E,Crins L,Loomans B

    更新日期:2020-11-27 00:00:00

  • Mobile health (mHealth) approaches and lessons for increased performance and retention of community health workers in low- and middle-income countries: a review.

    abstract:BACKGROUND:Mobile health (mHealth) describes the use of portable electronic devices with software applications to provide health services and manage patient information. With approximately 5 billion mobile phone users globally, opportunities for mobile technologies to play a formal role in health services, particularly...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/jmir.2130

    authors: Källander K,Tibenderana JK,Akpogheneta OJ,Strachan DL,Hill Z,ten Asbroek AH,Conteh L,Kirkwood BR,Meek SR

    更新日期:2013-01-25 00:00:00

  • Impact of a statewide Internet-based tobacco cessation intervention.

    abstract:BACKGROUND:An increasing number of people have access to the Internet, and more people are seeking tobacco cessation resources online every year. Despite the proliferation of various online interventions and their evident acceptance and reach, little research has addressed their impact in the real world. Typically, low...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.9.4.e28

    authors: Saul JE,Schillo BA,Evered S,Luxenberg MG,Kavanaugh A,Cobb N,An LC

    更新日期:2007-09-30 00:00:00

  • Comparison of YouthCHAT, an Electronic Composite Psychosocial Screener, With a Clinician Interview Assessment for Young People: Randomized Controlled Trial.

    abstract:BACKGROUND:Psychosocial problems such as depression, anxiety, and substance abuse are common and burdensome in young people. In New Zealand, screening for such problems is undertaken routinely only with year 9 students in low-decile schools and opportunistically in pediatric settings using a nonvalidated and time-consu...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,随机对照试验

    doi:10.2196/13911

    authors: Thabrew H,D'Silva S,Darragh M,Goldfinch M,Meads J,Goodyear-Smith F

    更新日期:2019-12-03 00:00:00

  • The Feasibility and Effectiveness of Web-Based Advance Care Planning Programs: Scoping Review.

    abstract:BACKGROUND:Advance care planning (ACP) is a process with the overall aim to enhance care in concordance with patients' preferences. Key elements of ACP are to enable persons to define goals and preferences for future medical treatment and care, to discuss these with family and health care professionals, and to document...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/15578

    authors: van der Smissen D,Overbeek A,van Dulmen S,van Gemert-Pijnen L,van der Heide A,Rietjens JA,Korfage IJ

    更新日期:2020-03-17 00:00:00

  • Habit Strength, Medication Adherence, and Habit-Based Mobile Health Interventions Across Chronic Medical Conditions: Systematic Review.

    abstract:BACKGROUND:Unintentional medication nonadherence is common and has been associated with poor health outcomes and increased health care costs. Earlier research demonstrated a relationship between habit strength and medication adherence. Previous research also examined a habit's direct effect on adherence and how habit i...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/17883

    authors: Badawy SM,Shah R,Beg U,Heneghan MB

    更新日期:2020-04-28 00:00:00

  • Profiles of a Health Information-Seeking Population and the Current Digital Divide: Cross-Sectional Analysis of the 2015-2016 California Health Interview Survey.

    abstract:BACKGROUND:Internet use for health information is important, given the rise of electronic health (eHealth) that integrates technology into health care. Despite the perceived widespread use of the internet, a persistent "digital divide" exists in which many individuals have ready access to the internet and others do not...

    journal_title:Journal of medical Internet research

    pub_type: 历史文章,杂志文章

    doi:10.2196/11931

    authors: Din HN,McDaniels-Davidson C,Nodora J,Madanat H

    更新日期:2019-05-14 00:00:00

  • Differences Between Mothers and Fathers of Young Children in Their Use of the Internet to Support Healthy Family Lifestyle Behaviors: Cross-Sectional Study.

    abstract:BACKGROUND:In early life, both mothers and fathers are important influences on their children's diet, active play, and obesity risk. Parents are increasingly relying on the internet and social media as a source of information on all aspects of parenting. However, little is known about the use of Web-based sources of in...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/11454

    authors: Laws R,Walsh AD,Hesketh KD,Downing KL,Kuswara K,Campbell KJ

    更新日期:2019-01-23 00:00:00

  • A Rapid Electronic Cognitive Assessment Measure for Multiple Sclerosis: Validation of Cognitive Reaction, an Electronic Version of the Symbol Digit Modalities Test.

    abstract:BACKGROUND:Incorporating cognitive testing into routine clinical practice is a challenge in multiple sclerosis (MS), given the wide spectrum of both cognitive and physical impairments people can have and the time that testing requires. Shortened paper and verbal assessments predominate but still are not used routinely....

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/18234

    authors: Middleton RM,Pearson OR,Ingram G,Craig EM,Rodgers WJ,Downing-Wood H,Hill J,Tuite-Dalton K,Roberts C,Watson L,Ford DV,Nicholas R,UK MS Register Research Group.

    更新日期:2020-09-23 00:00:00

  • The chronic care model and technological research and innovation: a scoping review at the crossroads.

    abstract:BACKGROUND:Information and communication technologies (ICT) are key to optimizing the outcomes of the Chronic Care Model (CCM), currently acknowledged as the best synthesis of available evidence for chronic illness prevention and management. At the same time, CCM can offer a needed framework for increasing the relevanc...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/jmir.3547

    authors: Gammon D,Berntsen GK,Koricho AT,Sygna K,Ruland C

    更新日期:2015-02-06 00:00:00

  • How to Measure Costs and Benefits of eHealth Interventions: An Overview of Methods and Frameworks.

    abstract::Information on the costs and benefits of eHealth interventions is needed, not only to document value for money and to support decision making in the field, but also to form the basis for developing business models and to facilitate payment systems to support large-scale services. In the absence of solid evidence of it...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/jmir.4521

    authors: Bergmo TS

    更新日期:2015-11-09 00:00:00

  • Health-Related Internet Use by Informal Caregivers of Children and Adolescents: An Integrative Literature Review.

    abstract:BACKGROUND:Internet-based health resources can support informal caregivers who are caring for children or adolescents with health care needs. However, few studies discriminate informal caregivers' needs from those of their care recipients or those of people caring for adults. OBJECTIVE:This study reviews the literatur...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/jmir.4124

    authors: Park E,Kim H,Steinhoff A

    更新日期:2016-03-03 00:00:00

  • Promoting Safe Injection Practices, Substance Use Reduction, Hepatitis C Testing, and Overdose Prevention Among Syringe Service Program Clients Using a Computer-Tailored Intervention: Pilot Randomized Controlled Trial.

    abstract:BACKGROUND:Syringe service programs (SSPs) are safe, highly effective programs for promoting health among people who inject drugs. However, resource limitations prevent the delivery of a full package of prevention services to many clients in need. Computer-tailored interventions may represent a promising approach for p...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,随机对照试验

    doi:10.2196/19703

    authors: Hochstatter KR,Hull SJ,Sethi AK,Burns ME,Mundt MP,Westergaard RP

    更新日期:2020-09-29 00:00:00

  • Identification of Risk Factors and Symptoms of COVID-19: Analysis of Biomedical Literature and Social Media Data.

    abstract:BACKGROUND:In December 2019, the COVID-19 outbreak started in China and rapidly spread around the world. Lack of a vaccine or optimized intervention raised the importance of characterizing risk factors and symptoms for the early identification and successful treatment of patients with COVID-19. OBJECTIVE:This study ai...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,meta分析

    doi:10.2196/20509

    authors: Jeon J,Baruah G,Sarabadani S,Palanica A

    更新日期:2020-10-02 00:00:00

  • Automated Analysis of Domestic Violence Police Reports to Explore Abuse Types and Victim Injuries: Text Mining Study.

    abstract:BACKGROUND:The police attend numerous domestic violence events each year, recording details of these events as both structured (coded) data and unstructured free-text narratives. Abuse types (including physical, psychological, emotional, and financial) conducted by persons of interest (POIs) along with any injuries sus...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/13067

    authors: Karystianis G,Adily A,Schofield PW,Greenberg D,Jorm L,Nenadic G,Butler T

    更新日期:2019-03-12 00:00:00

  • Ontology-Based Approach to Social Data Sentiment Analysis: Detection of Adolescent Depression Signals.

    abstract:BACKGROUND:Social networking services (SNSs) contain abundant information about the feelings, thoughts, interests, and patterns of behavior of adolescents that can be obtained by analyzing SNS postings. An ontology that expresses the shared concepts and their relationships in a specific field could be used as a semanti...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.7452

    authors: Jung H,Park HA,Song TM

    更新日期:2017-07-24 00:00:00

  • Social Annotation Valence: The Impact on Online Informed Consent Beliefs and Behavior.

    abstract:BACKGROUND:Social media, mobile and wearable technology, and connected devices have significantly expanded the opportunities for conducting biomedical research online. Electronic consent to collecting such data, however, poses new challenges when contrasted to traditional consent processes. It reduces the participant-r...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.5662

    authors: Balestra M,Shaer O,Okerlund J,Westendorf L,Ball M,Nov O

    更新日期:2016-07-20 00:00:00

  • Online and social networking interventions for the treatment of depression in young people: a systematic review.

    abstract:BACKGROUND:Major depression accounts for the greatest burden of all diseases globally. The peak onset of depression occurs between adolescence and young adulthood, and for many individuals, depression displays a relapse-remitting and increasingly severe course. Given this, the development of cost-effective, acceptable,...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章,评审

    doi:10.2196/jmir.3304

    authors: Rice SM,Goodall J,Hetrick SE,Parker AG,Gilbertson T,Amminger GP,Davey CG,McGorry PD,Gleeson J,Alvarez-Jimenez M

    更新日期:2014-09-16 00:00:00

  • Electronic Health Program to Empower Patients in Returning to Normal Activities After General Surgical and Gynecological Procedures: Intervention Mapping as a Useful Method for Further Development.

    abstract:BACKGROUND:Support for guiding and monitoring postoperative recovery and resumption of activities is usually not provided to patients after discharge from the hospital. Therefore, a perioperative electronic health (eHealth) intervention ("ikherstel" intervention or "I recover" intervention) was developed to empower gyn...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.9938

    authors: den Bakker CM,Schaafsma FG,van der Meij E,Meijerink WJ,van den Heuvel B,Baan AH,Davids PH,Scholten PC,van der Meij S,van Baal WM,van Dalsen AD,Lips DJ,van der Steeg JW,Leclercq WK,Geomini PM,Consten EC,Schraffordt Koops S

    更新日期:2019-02-06 00:00:00