Impact of Illness on Electronic Health Use (The Seventh Tromsø Study - Part 2): Population-Based Questionnaire Study.

Abstract:

BACKGROUND:Patients who suffer from different diseases may use different electronic health (eHealth) resources. Thus, those who plan eHealth interventions should take into account which eHealth resources are used most frequently by patients that suffer from different diseases. OBJECTIVE:The aim of this study was to understand the associations between different groups of chronic diseases and the use of different eHealth resources. METHODS:Data from the seventh survey of the Tromsø Study (Tromsø 7) were analyzed to determine how different diseases influence the use of different eHealth resources. Specifically, the eHealth resources considered were use of apps, search engines, video services, and social media. The analysis contained data from 21,083 participants in the age group older than 40 years. A total of 15,585 (15,585/21,083; 73.92%) participants reported to have suffered some disease, 10,604 (10,604/21,083; 50.29%) participants reported to have used some kind of eHealth resource in the last year, and 7854 (7854/21,083; 37.25%) participants reported to have used some kind of eHealth resource in the last year and suffered (or had suffered) from some kind of specified disease. Logistic regression was used to determine which diseases significantly predicted the use of each eHealth resource. RESULTS:The use of apps was increased among those individuals that (had) suffered from psychological problems (odds ratio [OR] 1.39, 95% CI 1.23-1.56) and cardiovascular diseases (OR 1.12, 95% CI 1.01-1.24) and those part-time workers that (had) suffered from any of the diseases classified as others (OR 2.08, 95% CI 1.35-3.32). The use of search engines for accessing health information increased among individuals who suffered from psychological problems (OR 1.39, 95% CI 1.25-1.55), cancer (OR 1.26, 95% CI 1.11-1.44), or any of the diseases classified as other diseases (OR 1.27, 95% CI 1.13-1.42). Regarding video services, their use for accessing health information was more likely when the participant was a man (OR 1.31, 95% CI 1.13-1.53), (had) suffered from psychological problems (OR 1.70, 95% CI 1.43-2.01), or (had) suffered from other diseases (OR 1.43, 95% CI 1.20-1.71). The factors associated with an increase in the use of social media for accessing health information were as follows: (had) suffered from psychological problems (OR 1.65, 95% CI 1.42-1.91), working part time (OR 1.35, 95% CI 0.62-2.63), receiving disability benefits (OR 1.42, 95% CI 1.14-1.76), having received an upper secondary school education (OR 1.20, 95% CI 1.03-1.38), being a man with a high household income (OR 1.67, 95% CI 1.07-2.60), suffering from cardiovascular diseases and having a high household income (OR 3.39, 95% CI 1.62-8.16), and suffering from respiratory diseases while being retired (OR 1.95, 95% CI 1.28-2.97). CONCLUSIONS:Our findings show that different diseases are currently associated with the use of different eHealth resources. This knowledge is useful for those who plan eHealth interventions as they can take into account which type of eHealth resource may be used for gaining the attention of the different user groups.

journal_name

J Med Internet Res

authors

Marco-Ruiz L,Wynn R,Oyeyemi SO,Budrionis A,Yigzaw KY,Bellika JG

doi

10.2196/13116

subject

Has Abstract

pub_date

2020-03-05 00:00:00

pages

e13116

issue

3

eissn

1439-4456

issn

1438-8871

pii

v22i3e13116

journal_volume

22

pub_type

杂志文章
  • Digitalizing Health Services by Implementing a Personal Electronic Health Record in Germany: Qualitative Analysis of Fundamental Prerequisites From the Perspective of Selected Experts.

    abstract:BACKGROUND:The implementation of a personal electronic health record (PHR) is a central objective of digitalization policies in the German health care system. Corresponding legislation was passed with the 2015 Act for Secure Digital Communication and Applications in the Health Sector (eHealth Act). However, compared wi...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/15102

    authors: Pohlmann S,Kunz A,Ose D,Winkler EC,Brandner A,Poss-Doering R,Szecsenyi J,Wensing M

    更新日期:2020-01-29 00:00:00

  • Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study.

    abstract:BACKGROUND:Word embeddings are dense numeric vectors used to represent language in neural networks. Until recently, there had been no publicly released embeddings trained on clinical data. Our work is the first to study the privacy implications of releasing these models. OBJECTIVE:This paper aims to demonstrate that t...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/18055

    authors: Abdalla M,Abdalla M,Hirst G,Rudzicz F

    更新日期:2020-07-15 00:00:00

  • Medicaid Becomes the First Third-Party Payer to Cover Passive Remote Monitoring for Home Care: Policy Analysis.

    abstract:BACKGROUND:Recent years have seen an influx of location-tracking, activity-monitoring sensors, and Web-cameras to remotely monitor the safety of older adults in their homes and to reduce reliance on in-person assistance. The state of research on these monitoring technologies leaves open crucial financial, social, and e...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.9650

    authors: Berridge C

    更新日期:2018-02-21 00:00:00

  • Twitter Analysis of the Nonmedical Use and Side Effects of Methylphenidate: Machine Learning Study.

    abstract:BACKGROUND:Methylphenidate, a stimulant used to treat attention deficit hyperactivity disorder, has the potential to be used nonmedically, such as for studying and recreation. In an era when many people actively use social networking services, experience with the nonmedical use or side effects of methylphenidate might ...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/16466

    authors: Kim MG,Kim J,Kim SC,Jeong J

    更新日期:2020-02-24 00:00:00

  • Global Infodemiology of COVID-19: Analysis of Google Web Searches and Instagram Hashtags.

    abstract:BACKGROUND:Although "infodemiological" methods have been used in research on coronavirus disease (COVID-19), an examination of the extent of infodemic moniker (misinformation) use on the internet remains limited. OBJECTIVE:The aim of this paper is to investigate internet search behaviors related to COVID-19 and examin...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/20673

    authors: Rovetta A,Bhagavathula AS

    更新日期:2020-08-25 00:00:00

  • Patient Care During the COVID-19 Pandemic: Use of Virtual Care.

    abstract::Virtual care, the use of videoconferencing technology to connect with patients, has become critical in providing continuing care for patients during the current COVID-19 pandemic. Virtual care has now been adopted by health care providers across the spectrum, including physicians, residents, nurse practitioners, nurse...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/20621

    authors: Wong A,Bhyat R,Srivastava S,Boissé Lomax L,Appireddy R

    更新日期:2021-01-21 00:00:00

  • Telemonitoring for Patients With COVID-19: Recommendations for Design and Implementation.

    abstract::Despite significant efforts, the COVID-19 pandemic has put enormous pressure on health care systems around the world, threatening the quality of patient care. Telemonitoring offers the opportunity to carefully monitor patients with a confirmed or suspected case of COVID-19 from home and allows for the timely identific...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/20953

    authors: Silven AV,Petrus AHJ,Villalobos-Quesada M,Dirikgil E,Oerlemans CR,Landstra CP,Boosman H,van Os HJA,Blanker MH,Treskes RW,Bonten TN,Chavannes NH,Atsma DE,Teng YKO

    更新日期:2020-09-02 00:00:00

  • Use of a text message-based pharmacovigilance tool in Cambodia: pilot study.

    abstract:BACKGROUND:There is no functional pharmacovigilance system in Cambodia to our knowledge. Mobile phone-based tools, such as short message service (SMS) text messages, are increasingly used for surveillance purposes. OBJECTIVE:To pilot-test the FrontlineSMS mobile phone-based tool for notification of adverse events, usi...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2477

    authors: Baron S,Goutard F,Nguon K,Tarantola A

    更新日期:2013-04-16 00:00:00

  • Exploring User Needs for a Mobile Behavioral-Sensing Technology for Depression Management: Qualitative Study.

    abstract:BACKGROUND:Today, college students are dealing with depression at some of the highest rates in decades. As the primary mental health service provider, university counseling centers are limited in their capacity and efficiency to provide mental health care due to time constraints and reliance on students' self-reports. ...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/10139

    authors: Meng J,Hussain SA,Mohr DC,Czerwinski M,Zhang M

    更新日期:2018-07-17 00:00:00

  • A Mobile Social Networking App for Weight Management and Physical Activity Promotion: Results From an Experimental Mixed Methods Study.

    abstract:BACKGROUND:Smartphone apps, fitness trackers, and online social networks have shown promise in weight management and physical activity interventions. However, there are knowledge gaps in identifying the most effective and engaging interventions and intervention features preferred by their users. OBJECTIVE:This 6-month...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/19991

    authors: Laranjo L,Quiroz JC,Tong HL,Arevalo Bazalar M,Coiera E

    更新日期:2020-12-08 00:00:00

  • Physician choice making and characteristics associated with using physician-rating websites: cross-sectional study.

    abstract:BACKGROUND:Over the past decade, physician-rating websites have been gaining attention in scientific literature and in the media. However, little knowledge is available about the awareness and the impact of using such sites on health care professionals. It also remains unclear what key predictors are associated with th...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2702

    authors: Emmert M,Meier F,Pisch F,Sander U

    更新日期:2013-08-28 00:00:00

  • Generalizable Layered Blockchain Architecture for Health Care Applications: Development, Case Studies, and Evaluation.

    abstract:BACKGROUND:Data coordination across multiple health care facilities has become increasingly important for many emerging health care applications. Distrust has been recognized as a key barrier to the success of such applications. Leveraging blockchain technology could provide potential solutions tobuild trust between da...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/19029

    authors: Zhuang Y,Chen YW,Shae ZY,Shyu CR

    更新日期:2020-07-27 00:00:00

  • The good, bad, and ugly of online recruitment of parents for health-related focus groups: lessons learned.

    abstract:BACKGROUND:We describe our experiences with identifying and recruiting Ontario parents through the Internet, primarily, as well as other modes, for participation in focus groups about adding the influenza vaccine to school-based immunization programs. OBJECTIVE:Our objectives were to assess participation rates with an...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2829

    authors: Quach S,Pereira JA,Russell ML,Wormsbecker AE,Ramsay H,Crowe L,Quan SD,Kwong J

    更新日期:2013-11-14 00:00:00

  • The Korean eHealth Literacy Scale (K-eHEALS): Reliability and Validity Testing in Younger Adults Recruited Online.

    abstract:BACKGROUND:In this digital era, eHealth literacy is an essential skill set to leverage health information available online to promote health outcomes. South Korea has an advanced health information technology infrastructure, including widespread use of the internet and mobile phones. A few studies have explored eHealth...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.8759

    authors: Chung S,Park BK,Nahm ES

    更新日期:2018-04-20 00:00:00

  • Feasibility of adding enhanced pedometer feedback to nutritional counseling for weight loss.

    abstract:BACKGROUND:Intensive interventions targeting diet and physical activity are effective for weight reduction but are costly. Tailored, computer-generated, step-count feedback may provide an intensive and affordable way to increase the physical activity of people at high risk for cardiovascular disease. OBJECTIVE:The obj...

    journal_title:Journal of medical Internet research

    pub_type: 临床试验,杂志文章,多中心研究

    doi:10.2196/jmir.7.5.e56

    authors: Richardson CR,Brown BB,Foley S,Dial KS,Lowery JC

    更新日期:2005-11-17 00:00:00

  • Expectations of patients and physicians regarding patient-accessible medical records.

    abstract:BACKGROUND:Middle class populations have supported shared medical records, including Internet-accessible medical records. The attitudes of lower income populations, and of physicians, are less clear. OBJECTIVES:The objective of this study was to compare the attitudes toward shared outpatient medical records among (1) ...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.7.2.e13

    authors: Ross SE,Todd J,Moore LA,Beaty BL,Wittevrongel L,Lin CT

    更新日期:2005-05-24 00:00:00

  • A Typology of Patients Based on Decision-Making Styles: Cross-Sectional Survey Study.

    abstract:BACKGROUND:Although previous research shows broad differences in the impact of online health information on patient-practitioner decision making, specific research is required to identify and conceptualize patient decision-making styles related to the use of online health information and to differentiate segments accor...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/15332

    authors: FitzPatrick MA,Hess AC,Sudbury-Riley L,Schulz PJ

    更新日期:2019-11-20 00:00:00

  • Patient-Centric Scheduling With the Implementation of Health Information Technology to Improve the Patient Experience and Access to Care: Retrospective Case-Control Analysis.

    abstract:BACKGROUND:Cancellations and rescheduling of doctor's appointments are common. An automated rescheduling system has the potential to facilitate the rescheduling process so that newly opened slots are promptly filled by patients who need and can take the slot. Building on an existing online patient portal, a large healt...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/16451

    authors: Chung S,Martinez MC,Frosch DL,Jones VG,Chan AS

    更新日期:2020-06-10 00:00:00

  • Exploring Entertainment Medicine and Professionalization of Self-Care: Interview Study Among Doctors on the Potential Effects of Digital Self-Tracking.

    abstract:BACKGROUND:Nowadays, digital self-tracking devices offer a plethora of possibilities to both healthy and chronically ill users who want to closely examine their body. This study suggests that self-tracking in a private setting will lead to shifting understandings in professional care. To provide more insight into these...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.8040

    authors: Gabriels K,Moerenhout T

    更新日期:2018-01-12 00:00:00

  • Detection of Hate Speech in COVID-19-Related Tweets in the Arab Region: Deep Learning and Topic Modeling Approach.

    abstract:BACKGROUND:The massive scale of social media platforms requires an automatic solution for detecting hate speech. These automatic solutions will help reduce the need for manual analysis of content. Most previous literature has cast the hate speech detection problem as a supervised text classification task using classica...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/22609

    authors: Alshalan R,Al-Khalifa H,Alsaeed D,Al-Baity H,Alshalan S

    更新日期:2020-12-08 00:00:00

  • Website quality, expectation, confirmation, and end user satisfaction: the knowledge-intensive website of the Korean National Cancer Information Center.

    abstract:BACKGROUND:The fact that patient satisfaction with primary care clinical practices and physician-patient communications has decreased gradually has brought a new opportunity to the online channel as a supplementary service to provide additional information. OBJECTIVE:In this study, our objectives were to examine the p...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.1574

    authors: Koo C,Wati Y,Park K,Lim MK

    更新日期:2011-11-02 00:00:00

  • Determinants of successful weight loss after using a commercial web-based weight reduction program for six months: cohort study.

    abstract:BACKGROUND:The Internet is widely available and commonly used for health information; therefore, Web-based weight loss programs could provide support to large parts of the population in self-guided weight loss. Previous studies showed that Web-based weight loss interventions can be effective, depending on the quality o...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2648

    authors: Postrach E,Aspalter R,Elbelt U,Koller M,Longin R,Schulzke JD,Valentini L

    更新日期:2013-10-14 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

  • 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

  • Mapping Power Law Distributions in Digital Health Social Networks: Methods, Interpretations, and Practical Implications.

    abstract:BACKGROUND:Social networks are common in digital health. A new stream of research is beginning to investigate the mechanisms of digital health social networks (DHSNs), how they are structured, how they function, and how their growth can be nurtured and managed. DHSNs increase in value when additional content is added, ...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.4297

    authors: van Mierlo T,Hyatt D,Ching AT

    更新日期:2015-06-25 00:00:00

  • Improving the quality of Web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES).

    abstract::Analogous to checklists of recommendations such as the CONSORT statement (for randomized trials), or the QUORUM statement (for systematic reviews), which are designed to ensure the quality of reports in the medical literature, a checklist of recommendations for authors is being presented by the Journal of Medical Inte...

    journal_title:Journal of medical Internet research

    pub_type: 社论

    doi:10.2196/jmir.6.3.e34

    authors: Eysenbach G

    更新日期:2004-09-29 00:00:00

  • Perspectives of English, Chinese, and Spanish-Speaking Safety-Net Patients on Clinician Computer Use: Qualitative Analysis.

    abstract:BACKGROUND:Safety-net systems serve patients with limited health literacy and limited English proficiency (LEP) who face communication barriers. However, little is known about how diverse safety-net patients feel about increasing clinician electronic health record (EHR) use. OBJECTIVE:The aim of this study was to bett...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/13131

    authors: Khoong EC,Cherian R,Matta GY,Lyles CR,Schillinger D,Ratanawongsa N

    更新日期:2019-05-22 00:00:00

  • Paper-Based Survivorship Care Plans May be Less Helpful for Cancer Patients Who Search for Disease-Related Information on the Internet: Results of the Registrationsystem Oncological Gynecology (ROGY) Care Randomized Trial.

    abstract:BACKGROUND:The Institute of Medicine recommends Survivorship Care Plans (SCPs) for all cancer survivors. However, it is unclear whether certain patient groups may or may not benefit from SCPs. OBJECTIVE:The aim was to assess whether the effects of an automatically generated paper SCP on patients' satisfaction with inf...

    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.4914

    authors: Nicolaije KA,Ezendam NP,Pijnenborg JM,Boll D,Vos MC,Kruitwagen RF,van de Poll-Franse LV

    更新日期:2016-07-08 00:00:00

  • Importance of Internet surveillance in public health emergency control and prevention: evidence from a digital epidemiologic study during avian influenza A H7N9 outbreaks.

    abstract:BACKGROUND:Outbreaks of human infection with a new avian influenza A H7N9 virus occurred in China in the spring of 2013. Control and prevention of a new human infectious disease outbreak can be strongly affected by public reaction and social impact through the Internet and social media. OBJECTIVE:This study aimed to i...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/jmir.2911

    authors: Gu H,Chen B,Zhu H,Jiang T,Wang X,Chen L,Jiang Z,Zheng D,Jiang J

    更新日期:2014-01-17 00:00:00

  • Intelligent Sensing to Inform and Learn (InSTIL): A Scalable and Governance-Aware Platform for Universal, Smartphone-Based Digital Phenotyping for Research and Clinical Applications.

    abstract::In this viewpoint we describe the architecture of, and design rationale for, a new software platform designed to support the conduct of digital phenotyping research studies. These studies seek to collect passive and active sensor signals from participants' smartphones for the purposes of modelling and predicting healt...

    journal_title:Journal of medical Internet research

    pub_type: 杂志文章

    doi:10.2196/16399

    authors: Barnett S,Huckvale K,Christensen H,Venkatesh S,Mouzakis K,Vasa R

    更新日期:2019-11-06 00:00:00