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Allida S, Du H, Xu X, Prichard R, Chang S, Hickman LD, Davidson PM, Inglis SC. mHealth education interventions in heart failure. Cochrane Database Syst Rev 2020; 7:CD011845. [PMID: 32613635 PMCID: PMC7390434 DOI: 10.1002/14651858.cd011845.pub2] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Heart failure (HF) is a chronic disease with significant impact on quality of life and presents many challenges to those diagnosed with the condition, due to a seemingly complex daily regimen of self-care which includes medications, monitoring of weight and symptoms, identification of signs of deterioration and follow-up and interaction with multiple healthcare services. Education is vital for understanding the importance of this regimen, and adhering to it. Traditionally, education has been provided to people with heart failure in a face-to-face manner, either in a community or a hospital setting, using paper-based materials or video/DVD presentations. In an age of rapidly-evolving technology and uptake of smartphones and tablet devices, mHealth-based technology (defined by the World Health Organization as mobile and wireless technologies to achieve health objectives) is an innovative way to provide health education which has the benefit of being able to reach people who are unable or unwilling to access traditional heart failure education programmes and services. OBJECTIVES To systematically review and quantify the potential benefits and harms of mHealth-delivered education for people with heart failure. SEARCH METHODS We performed an extensive search of bibliographic databases and registries (CENTRAL, MEDLINE, Embase, CINAHL, PsycINFO, IEEE Xplore, ClinicalTrials.gov and WHO International Clinical Trials Registry Platform (ICTRP) Search Portal), using terms to identify HF, education and mHealth. We searched all databases from their inception to October 2019 and imposed no restriction on language of publication. SELECTION CRITERIA We included studies if they were conducted as a randomised controlled trial (RCT), involving adults (≥ 18 years) with a diagnosis of HF. We included trials comparing mHealth-delivered education such as internet and web-based education programmes for use on smartphones and tablets (including apps) and other mobile devices, SMS messages and social media-delivered education programmes, versus usual HF care. DATA COLLECTION AND ANALYSIS Two review authors independently selected studies, assessed risks of bias, and extracted data from all included studies. We calculated the mean difference (MD) or standardised mean difference (SMD) for continuous data and the odds ratio (OR) for dichotomous data with a 95% confidence interval (CI). We assessed heterogeneity using the I2 statistic and assessed the quality of evidence using GRADE criteria. MAIN RESULTS We include five RCTs (971 participants) of mHealth-delivered education interventions for people with HF in this review. The number of trial participants ranged from 28 to 512 participants. Mean age of participants ranged from 60 years to 75 years, and 63% of participants across the studies were men. Studies originated from Australia, China, Iran, Sweden, and The Netherlands. Most studies included participants with symptomatic HF, NYHA Class II - III. Three studies addressed HF knowledge, revealing that the use of mHealth-delivered education programmes showed no evidence of a difference in HF knowledge compared to usual care (MD 0.10, 95% CI -0.2 to 0.40, P = 0.51, I2 = 0%; 3 studies, 411 participants; low-quality evidence). One study assessing self-efficacy reported that both study groups had high levels of self-efficacy at baseline and uncertainty in the evidence for the intervention (MD 0.60, 95% CI -0.57 to 1.77; P = 0.31; 1 study, 29 participants; very low-quality evidence).Three studies evaluated HF self-care using different scales. We did not pool the studies due to the heterogenous nature of the outcome measures, and the evidence is uncertain. None of the studies reported adverse events. Four studies examined health-related quality of life (HRQoL). There was uncertainty in the evidence for the use of mHealth-delivered education on HRQoL (MD -0.10, 95% CI -2.35 to 2.15; P = 0.93, I2 = 61%; 4 studies, 942 participants; very low-quality evidence). Three studies reported on HF-related hospitalisation. The use of mHealth-delivered education may result in little to no difference in HF-related hospitalisation (OR 0.74, 95% CI 0.52 to 1.06; P = 0.10, I2 = 0%; 3 studies, 894 participants; low-quality evidence). We downgraded the quality of the studies due to limitations in study design and execution, heterogeneity, wide confidence intervals and fewer than 500 participants in the analysis. AUTHORS' CONCLUSIONS We found that the use of mHealth-delivered educational interventions for people with HF shows no evidence of a difference in HF knowledge; uncertainty in the evidence for self-efficacy, self-care and health-related quality of life; and may result in little to no difference in HF-related hospitalisations. The identification of studies currently underway and those awaiting classification indicate that this is an area of research from which further evidence will emerge in the short and longer term.
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Affiliation(s)
- Sabine Allida
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Huiyun Du
- School of Nursing and Midwifery, Flinders University, Bedford Park, Australia
| | - Xiaoyue Xu
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Roslyn Prichard
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Sungwon Chang
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Louise D Hickman
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | | | - Sally C Inglis
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, Australia
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Mukhopadhyay S, Basak R, Carpenter D, Reithel BJ. Patient use of online medical records: an application of technology acceptance framework. INFORMATION AND COMPUTER SECURITY 2019. [DOI: 10.1108/ics-07-2019-0076] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Purpose
Little is known about factors that affect patient use of online medical records (OMR). Specifically, with rising vulnerability concerns associated with security and privacy breaches, patient use of OMR requires further attention. This paper aims to investigate patient use of OMR. Using the Unified Theory of Acceptance and Use of Technology (UTAUT), factors affecting continued use of OMR were examined.
Design/methodology/approach
The Health Information National Trends Survey 5 (HINTS 5), Cycle 1 data were used. This is an ongoing nation-wide survey sponsored by the National Cancer Institute (NCI) of the USA. The subjects were 31-74 years old with access to the Internet. Descriptive information was projected to the US population.
Findings
In total, 765 respondents representing 48.7 million members of the US population were analyzed. Weighted regression results showed significant effects of perceived usefulness, visit frequency and provider encouragement on continued use of OMR while vulnerability perception was not significant. Moderating effects of these variables were also noted. Perceived usefulness and provider encouragement emerged as important predictors.
Practical implications
Insights may help design interventions by health-care providers and policymakers.
Social implications
Insights should help patient empowerment and developers with designing systems.
Originality/value
This is the first study to examine health-care consumers’ continued use of OMR using nationally representative data and real-world patients, many of who have one or more chronic diseases (e.g. diabetes, hypertension, asthma) or are cancer survivors. Results highlight factors helping or hindering continuing OMR use. As such, insights should help identify opportunities to increase the extent of use, project future OMR usage patterns and spread the benefits of OMR, including bringing forth positive health outcomes.
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Disease Activity Patterns Recorded Using a Mobile Monitoring System Are Associated with Clinical Outcomes of Patients with Crohn's Disease. Dig Dis Sci 2018; 63:2220-2230. [PMID: 29779084 DOI: 10.1007/s10620-018-5110-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Accepted: 05/04/2018] [Indexed: 12/28/2022]
Abstract
BACKGROUND Usefulness of a mobile monitoring system for Crohn's disease (CD) has not been evaluated. We aimed to determine whether disease activity patterns depicted using a web-based symptom diary for CD could indicate disease clinical outcomes. METHODS Patients with CD from tertiary hospitals were prospectively invited to record their symptoms using a smartphone at least once a week. Disease activity patterns for at least 2 months were statistically classified into good and poor groups based on two factors in two consecutive time frames; the degree of score variation (maximum-minimum) in each frame and the trend (upward, stationary, or downward) of patterns indicated by the difference in the mean activity scores between two time frames. RESULTS Overall, 220 (82.7%) and 46 (17.3%) patients were included in good and poor groups, respectively. Poor group was significantly more associated with disease-related hospitalization (p = 0.004), unscheduled hospital visits (p = 0.005), and bowel surgery (p < 0.001) during the follow-up period than good group. In the multivariate analysis, poor patterns [odds ratio (OR) 2.62, p = 0.006], stricturing (OR 4.19, p < 0.001) or penetrating behavior (OR 2.27, p = 0.012), and young age at diagnosis (OR 1.06, p = 0.019) were independently associated with disease-related hospitalization. Poor patterns (OR 4.06, p = 0.006) and an ileal location (OR 5.79, p = 0.032) remained independent risk factors for unscheduled visits. Poor patterns (OR 15.2, p < 0.001) and stricturing behavior (OR 9.77, p = 0.004) were independent risk factors for bowel surgery. CONCLUSION The disease activity patterns depicted using a web-based symptom diary were useful indicators of poor clinical outcomes in patients with CD.
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Kim ES, Park KS, Cho KB, Kim KO, Jang BI, Kim EY, Jung JT, Jeon SW, Jung MK, Lee HS, Yang CH, Lee YK. Development of a Web-based, self-reporting symptom diary for Crohn's Disease, and its correlation with the Crohn's Disease Activity Index. J Crohns Colitis 2017; 11:1449-1455. [PMID: 25246007 DOI: 10.1016/j.crohns.2014.09.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Crohn's Disease Activity Index (CDAI) is complex, time-consuming, and impractical. The aim of this study was to investigate whether a newly developed, simple, web-based self-reporting Crohn's Disease symptom diary (CDSD) was as effective as CDAI in assessing disease severity. METHODS CDSD consisted of 5 clinical parameters based on the Harvey-Bradshaw Index (HBI), which could easily be recorded online, by using CDSD website (www.cdsd.or.kr). Images were added to help patients better understand complications. All patients were asked to visit the website and record their symptoms 7 days before their next hospital appointment. CDAI scores were calculated at the subsequent hospital visit. The collected data were analyzed to determine if the CDAI scores correlated with those obtained from CDSD, and to define a cut-off value of CDSD that would be representative of disease remission. RESULTS Analysis of 171 visits showed a positive correlation between scores from CDSD and CDAI (Spearman correlation coefficient r = 0.720, p < 0.001). Receiver Operating Characteristic curves showed CDSD score ≤5 points as corresponding with CDAI score ≤150 points (clinical remission). Using a cut-off value of 5 points by CDSD, the positive and negative predictive values for clinical remission were 91.7% and 88.5%, respectively. CONCLUSION This study demonstrates that CDSD correlated well with CDAI. CDSD score of 5 is the cut-off value for clinical remission (CDAI score ≤150). Use of CDSD might permit a simple, patient-friendly assessment of CD activity, which can provide useful early-phase information on patients with CD as part of their long-term clinical assessment.
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Affiliation(s)
- Eun Soo Kim
- Division of Gastroenterology, Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Kyung Sik Park
- Division of Gastroenterology, Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Kwang Bum Cho
- Division of Gastroenterology, Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Kyeong Ok Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, Republic of Korea
| | - Byung Ik Jang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Yeungnam University College of Medicine, Daegu, Republic of Korea
| | - Eun Young Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Catholic University of Daegu School of Medicine, Daegu, Republic of Korea
| | - Jin Tae Jung
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Catholic University of Daegu School of Medicine, Daegu, Republic of Korea
| | - Seong Woo Jeon
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Republic of Korea
| | - Min Kyu Jung
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Republic of Korea
| | - Hyun Seok Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Republic of Korea
| | - Chang Heon Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Dongguk University School of Medicine, Gyeongju, Gyeongsang-buk-do, Republic of Korea
| | - Yong Kook Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Dongguk University School of Medicine, Gyeongju, Gyeongsang-buk-do, Republic of Korea
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Yan M, Or C. Factors in the 4-week Acceptance of a Computer-Based, Chronic Disease Self-Monitoring System in Patients with Type 2 Diabetes Mellitus and/or Hypertension. Telemed J E Health 2017; 24:121-129. [PMID: 28737995 DOI: 10.1089/tmj.2017.0064] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Health information technology (HIT) interventions developed to support patients' self-care for chronic diseases have become popular, but people may not always accept and sustain their use. INTRODUCTION This study examined factors that affected patients' acceptance of a computer-based, chronic disease self-monitoring system over a 4-week period. MATERIALS AND METHODS A research model was developed to test the relationships between the perceived usefulness, perceived ease of use, attitude, and subjective norm and the patients' behavioral intention to use the system (i.e., acceptance). Data were collected with surveys of 42 patients with type 2 diabetes mellitus and/or hypertension at baseline, 2 weeks after implementation, and 4 weeks after implementation. Path analysis was used for model testing. RESULTS Perceived usefulness affected behavioral intention indirectly at 2 weeks and directly at 4 weeks; perceived ease of use affected behavioral intention indirectly at 2 and 4 weeks; attitude directly affected behavioral intention at 2 weeks; and subjective norm affected behavioral intention indirectly at 2 weeks and directly at baseline and at 4 weeks. CONCLUSIONS Patients' acceptance of HIT is affected by the factors proposed in our research model. It is suggested that healthcare stakeholders consider and address the effects of these factors and their variations over time before implementing HIT.
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Affiliation(s)
- Mian Yan
- Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong , Pokfulam, Hong Kong, China
| | - Calvin Or
- Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong , Pokfulam, Hong Kong, China
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Bashi N, Windsor C, Douglas C. Evaluating a Web-Based Self-Management Intervention in Heart Failure Patients: A Pilot Study. JMIR Res Protoc 2016; 5:e116. [PMID: 27324213 PMCID: PMC4932245 DOI: 10.2196/resprot.5093] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 12/02/2015] [Accepted: 01/04/2016] [Indexed: 11/13/2022] Open
Abstract
Background Web-based interventions may have the potential to support self-care in patients with chronic disease, yet little is known about the feasibility of Web-based interventions in patients with heart failure (HF). Objective The objective of our study was to develop and pilot a Web-based self-care intervention for patients with HF. Methods Following development and pretesting, we pilot tested a Web-based self-care intervention using a randomized controlled design. A total of 28 participants completed validated measures of HF knowledge, self-care, and self-efficacy at baseline and 1-month follow-up. Results Change scores and effect size estimates showed that the mean differences in HF knowledge (d=0.06), self-care (d=0.32), and self-efficacy (d=0.37) were small. Despite email reminders, 7 of 14 participants (50%) of the sample accessed the site daily and 4 of 14 (28%) had no record of access. Conclusions Larger randomized controlled trials are needed that attend to all sources of self-efficacy and include more comprehensive educational tools to improve patient outcomes.
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Affiliation(s)
- Nazli Bashi
- School of Nursing, Faculty of Health, Queensland University of Technology, Brisbane, Australia.
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Inglis SC, Clark RA, Dierckx R, Prieto-Merino D, Cleland JGF. Structured telephone support or non-invasive telemonitoring for patients with heart failure. Cochrane Database Syst Rev 2015; 2015:CD007228. [PMID: 26517969 PMCID: PMC8482064 DOI: 10.1002/14651858.cd007228.pub3] [Citation(s) in RCA: 177] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Specialised disease management programmes for heart failure aim to improve care, clinical outcomes and/or reduce healthcare utilisation. Since the last version of this review in 2010, several new trials of structured telephone support and non-invasive home telemonitoring have been published which have raised questions about their effectiveness. OBJECTIVES To review randomised controlled trials (RCTs) of structured telephone support or non-invasive home telemonitoring compared to standard practice for people with heart failure, in order to quantify the effects of these interventions over and above usual care. SEARCH METHODS We updated the searches of the Cochrane Central Register of Controlled Trials (CENTRAL), Database of Abstracts of Reviews of Effects (DARE), Health Technology AsseFssment Database (HTA) on the Cochrane Library; MEDLINE (OVID), EMBASE (OVID), CINAHL (EBSCO), Science Citation Index Expanded (SCI-EXPANDED), Conference Proceedings Citation Index- Science (CPCI-S) on Web of Science (Thomson Reuters), AMED, Proquest Theses and Dissertations, IEEE Xplore and TROVE in January 2015. We handsearched bibliographies of relevant studies and systematic reviews and abstract conference proceedings. We applied no language limits. SELECTION CRITERIA We included only peer-reviewed, published RCTs comparing structured telephone support or non-invasive home telemonitoring to usual care of people with chronic heart failure. The intervention or usual care could not include protocol-driven home visits or more intensive than usual (typically four to six weeks) clinic follow-up. DATA COLLECTION AND ANALYSIS We present data as risk ratios (RRs) with 95% confidence intervals (CIs). Primary outcomes included all-cause mortality, all-cause and heart failure-related hospitalisations, which we analysed using a fixed-effect model. Other outcomes included length of stay, health-related quality of life, heart failure knowledge and self care, acceptability and cost; we described and tabulated these. We performed meta-regression to assess homogeneity (the null hypothesis) in each subgroup analysis and to see if the effect of the intervention varied according to some quantitative variable (such as year of publication or median age). MAIN RESULTS We include 41 studies of either structured telephone support or non-invasive home telemonitoring for people with heart failure, of which 17 were new and 24 had been included in the previous Cochrane review. In the current review, 25 studies evaluated structured telephone support (eight new studies, plus one study previously included but classified as telemonitoring; total of 9332 participants), 18 evaluated telemonitoring (nine new studies; total of 3860 participants). Two of the included studies trialled both structured telephone support and telemonitoring compared to usual care, therefore 43 comparisons are evident.Non-invasive telemonitoring reduced all-cause mortality (RR 0.80, 95% CI 0.68 to 0.94; participants = 3740; studies = 17; I² = 24%, GRADE: moderate-quality evidence) and heart failure-related hospitalisations (RR 0.71, 95% CI 0.60 to 0.83; participants = 2148; studies = 8; I² = 20%, GRADE: moderate-quality evidence). Structured telephone support reduced all-cause mortality (RR 0.87, 95% CI 0.77 to 0.98; participants = 9222; studies = 22; I² = 0%, GRADE: moderate-quality evidence) and heart failure-related hospitalisations (RR 0.85, 95% CI 0.77 to 0.93; participants = 7030; studies = 16; I² = 27%, GRADE: moderate-quality evidence).Neither structured telephone support nor telemonitoring demonstrated effectiveness in reducing the risk of all-cause hospitalisations (structured telephone support: RR 0.95, 95% CI 0.90 to 1.00; participants = 7216; studies = 16; I² = 47%, GRADE: very low-quality evidence; non-invasive telemonitoring: RR 0.95, 95% CI 0.89 to 1.01; participants = 3332; studies = 13; I² = 71%, GRADE: very low-quality evidence).Seven structured telephone support studies reported length of stay, with one reporting a significant reduction in length of stay in hospital. Nine telemonitoring studies reported length of stay outcome, with one study reporting a significant reduction in the length of stay with the intervention. One telemonitoring study reported a large difference in the total number of hospitalisations for more than three days, but this was not an analysis of length of stay per hospitalisation. Nine of 11 structured telephone support studies and five of 11 telemonitoring studies reported significant improvements in health-related quality of life. Nine structured telephone support studies and six telemonitoring studies reported costs of the intervention or cost effectiveness. Three structured telephone support studies and one telemonitoring study reported a decrease in costs and two telemonitoring studies reported increases in cost, due both to the cost of the intervention and to increased medical management. Adherence was rated between 55.1% and 98.5% for those structured telephone support and telemonitoring studies which reported this outcome. Participant acceptance of the intervention was reported in the range of 76% to 97% for studies which evaluated this outcome. Seven of nine studies that measured these outcomes reported significant improvements in heart failure knowledge and self-care behaviours. AUTHORS' CONCLUSIONS For people with heart failure, structured telephone support and non-invasive home telemonitoring reduce the risk of all-cause mortality and heart failure-related hospitalisations; these interventions also demonstrated improvements in health-related quality of life and heart failure knowledge and self-care behaviours. Studies also demonstrated participant satisfaction with the majority of the interventions which assessed this outcome.
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Affiliation(s)
- Sally C Inglis
- Centre for Cardiovascular and Chronic Care, Faculty of Health, University of Technology Sydney, Sydney, Australia
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Heckman C, Darlow S, Munshi T, Caruso C, Ritterband L, Raivitch S, Fleisher L, Manne S. Development of an Internet Intervention to Address Behaviors Associated with Skin Cancer Risk among Young Adults. Internet Interv 2015; 2:340-350. [PMID: 26640776 PMCID: PMC4669098 DOI: 10.1016/j.invent.2015.04.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
PURPOSE Skin cancer is the most common cancer in the US, and its incidence is increasing. The major risk factor for skin cancer is exposure to ultraviolet radiation (UV). Young adults tend to expose themselves to large amounts of UV and engage in minimal skin protection, which increases their skin cancer risk. Interventions are needed to address risk behaviors among young adults that may lead to skin cancer. The nternet offers a cost-effective way to widely disseminate efficacious interventions. The current paper describes the development of an online skin cancer risk reduction intervention (UV4.me) for young adults. PROCEDURES The iterative development process for UV4.me followed best-practice guidelines and included the following activities: individual interviews, focus groups, content development by the expert team, acceptability testing, cognitive interviewing for questionnaires, quality control testing, usability testing, and a pilot randomized controlled trial. Participant acceptability and usability feedback was assessed. PRINCIPAL RESULTS The development process produced an evidence-informed intervention that is individually-tailored, interactive, and multimedia in nature based on the Integrative Model of Behavior Prediction, a model for internet interventions, and other best-practice recommendations, expert input, as well as user acceptability and usability feedback gathered before, during, and after development. MAJOR CONCLUSIONS Development of an acceptable intervention intended to have a significant public health impact requires a relatively large investment in time, money, expertise, and ongoing user input. Lessons learned and recommendations are discussed. The comprehensive process used may help prepare others interested in creating similar behavioral health interventions.
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Affiliation(s)
- Carolyn Heckman
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA 19111
| | - Susan Darlow
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA 19111
| | - Teja Munshi
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA 19111
| | - Carolyn Caruso
- BeHealth Solutions, LLC, 375 Greenbrier Drive, Charlottesville, VA 22901
| | - Lee Ritterband
- BeHealth Solutions, LLC, 375 Greenbrier Drive, Charlottesville, VA 22901,University of Virginia Health System, 1215 Lee Street, Charlottesvile, VA 22908
| | | | - Linda Fleisher
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA 19111
| | - Sharon Manne
- Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, New Brunswick, NJ 08901-1914
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Abstract
BACKGROUND Four of five families are affected by stroke. Many caregivers access the Internet and gather healthcare information from Web-based sources. DESIGN The purpose of this descriptive evaluation was to assess the usage and design of the Caring∼Web site, which provides education/support for family caregivers of persons with stroke residing in home settings. SAMPLE AND SETTING Thirty-six caregivers from two Midwest states accessed this intervention in a 1-year study. The average participant was 54 years old, White, woman, and the spouse of the care recipient. METHODS In a telephone interview, four Web site questions were asked twice a month/bimonthly, and a 33-item survey at the conclusion of the study evaluated the Web site usage and design of its components. Descriptive analysis methods were used, and statistics were collected on the number of visits to the Web site. RESULTS On average, participants logged on to the Web site 1-2 hours per week, although usage declined after several months for some participants. Participants positively rated the Web site's appearance and usability that included finding the training to be adequate. CONCLUSION Web site designers can replicate this intervention for other health conditions.
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Boyne JJJ, Vrijhoef HJM. Implementing telemonitoring in heart failure care: barriers from the perspectives of patients, healthcare professionals and healthcare organizations. Curr Heart Fail Rep 2014; 10:254-61. [PMID: 23666901 DOI: 10.1007/s11897-013-0140-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The increasing prevalence of chronic diseases, such as heart failure, presents a substantial challenge to healthcare systems. Telemonitoring is believed to be a useful instrument in the delivery of heart failure care. However, a widespread use of telemonitoring is currently failing for various reasons. This article provides an overview of the barriers for the implementation of telemonitoring in heart failure patients from the perspectives of its users: patients, healthcare professionals and healthcare organisations. In doing so, identified barriers are grouped according to the perceived attributes of innovation by Rogers. Recommendations are provided as to how research can improve the implementation of telemonitoring in heart failure.
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Affiliation(s)
- Josiane J J Boyne
- Department of Health Services Research, Maastricht University Medical Center, Duboisdomein 30, 6229 GT, Maastricht, The Netherlands.
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Older adults: Are they ready to adopt health-related ICT? Int J Med Inform 2013; 82:e209-31. [DOI: 10.1016/j.ijmedinf.2011.03.002] [Citation(s) in RCA: 313] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Revised: 08/16/2010] [Accepted: 03/10/2011] [Indexed: 11/22/2022]
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Pedersen N, Elkjaer M, Duricova D, Burisch J, Dobrzanski C, Andersen NN, Jess T, Bendtsen F, Langholz E, Leotta S, Knudsen T, Thorsgaard N, Munkholm P. eHealth: individualisation of infliximab treatment and disease course via a self-managed web-based solution in Crohn’s disease. Aliment Pharmacol Ther 2012; 36:840-9. [PMID: 22971016 DOI: 10.1111/apt.12043] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 05/15/2012] [Accepted: 08/22/2012] [Indexed: 12/14/2022]
Abstract
BACKGROUND Infliximab (IFX) maintenance therapy for Crohn's disease (CD) is administered every 8 weeks, but inter-patient variation in optimal treatment intervals may exist. AIM To assess, in a prospective pilot study, the efficacy, safety and quality of life (QoL) of IFX maintenance treatment scheduled through web-based self-monitoring of disease activity. METHODS Twenty-seven CD patients in IFX maintenance therapy were enrolled and received a standardised disease education and web-training. Using the http://www.cd.constant-care.dk concept, patients recorded their disease activity and faecal calprotectin weekly. From this, the inflammatory burden (IB) score was calculated, placing patients in the green, yellow or red zones of a ‘traffic light’ system. If placed in the yellow or red zones, the computer directed these patients to consult their physician for IFX infusion. RESULTS Seventeen patients (63%) completed 52 weeks of follow-up, 6 (22%) completed 26 weeks and 4 (15%) were excluded due to loss of response, patient decision or non-adherence. In total, 121 IFX infusions were given with a median interval of 9 (range: 4–18) weeks. Only 10% of infusions were given at 8-week intervals, whereas 39% were administered with shorter and 50% with longer intervals respectively. The mean IB and the QoL remained stable during the web-treatment. One mild infusion reaction and one case of folliculitis were observed, while three patients underwent surgery. CONCLUSIONS The program http://www.cd.constant-care.dk appears to be a practical and safe concept for the individualised scheduling of maintenance treatment with IFX in patients with Crohn's disease. Larger studies are awaited to confirm this preliminary outcome.
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Affiliation(s)
- N Pedersen
- Gastroenterology Unit, Epidemiology Section, Herlev University Hospital, Copenhagen, Denmark
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Côté J, Godin G, Guéhéneuc YG, Rouleau G, Ramirez-Garcìa P, Otis J, Tremblay C, Fadel G. Evaluation of a real-time virtual intervention to empower persons living with HIV to use therapy self-management: study protocol for an online randomized controlled trial. Trials 2012; 13:187. [PMID: 23039306 PMCID: PMC3519569 DOI: 10.1186/1745-6215-13-187] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 09/21/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Living with HIV makes considerable demands on a person in terms of self-management, especially as regards adherence to treatment and coping with adverse side-effects. The online HIV Treatment, Virtual Nursing Assistance and Education (Virus de I'immunodéficience Humaine-Traitement Assistance Virtuelle Infirmière et Enseignement; VIH-TAVIE™) intervention was developed to provide persons living with HIV (PLHIV) with personalized follow-up and real-time support in managing their medication intake on a daily basis. An online randomized controlled trial (RCT) will be conducted to evaluate the efficacy of this intervention primarily in optimizing adherence to combination anti-retroviral therapy (ART) among PLHIV. METHODS/DESIGN A convenience sample of 232 PLHIV will be split evenly and randomly between an experimental group that will use the web application, and a control group that will be handed a list of websites of interest. Participants must be aged 18 years or older, have been on ART for at least 6 months, and have internet access. The intervention is composed of four interactive computer sessions of 20 to 30 minutes hosted by a virtual nurse who engages the PLHIV in a skills-learning process aimed at improving self-management of medication intake. Adherence constitutes the principal outcome, and is defined as the intake of at least 95% of the prescribed tablets. The following intermediary measures will be assessed: self-efficacy and attitude towards antiretroviral medication, symptom-related discomfort, and emotional support. There will be three measurement times: baseline (T0), after 3 months (T3) and 6 months (T6) of baseline measurement. The principal analyses will focus on comparing the two groups in terms of treatment adherence at the end of follow-up at T6. An intention-to-treat (ITT) analysis will be carried out to evaluate the true value of the intervention in a real context. DISCUSSION Carrying out this online RCT poses various challenges in terms of recruitment, ethics, and data collection, including participant follow-up over an extended period. Collaboration between researchers from clinical disciplines (nursing, medicine), and experts in behavioral sciences information technology and media will be crucial to the development of innovative solutions to supplying and delivering health services. TRIAL REGISTRATION CE 11.184 / NCT 01510340.
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Affiliation(s)
- José Côté
- Research Chair in Innovative Nursing Practices, Research Centre of the Centre Hospitalier de l’Université de Montréal, Quebec, Canada
- Université de Montréal, Quebec, Canada
| | - Gaston Godin
- Canada Research Chair on Behaviour and Health, Université Laval, Quebec, Canada
| | - Yann-Gaël Guéhéneuc
- Canada Research Chair on Software Patterns and Patterns of Software, École Polytechnique Montreal, Quebec, Canada
| | - Geneviève Rouleau
- Research Chair in Innovative Nursing Practices, Research Centre of the Centre Hospitalier de l’Université de Montréal, Quebec, Canada
| | | | - Joanne Otis
- Canada Research Chair in Health Education, Université du Québec à Montréal, Quebec, Canada
| | - Cécile Tremblay
- Université de Montréal, Quebec, Canada
- Research Centre of the Centre Hospitalier de l’Université de Montréal, Quebec, Canada
| | - Ghayas Fadel
- Quebec Coalition Of Community-Based HIV/AIDS Organizations (COCQ-SIDA), Montreal, Quebec, Canada
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Inglis SC, Clark RA, McAlister FA, Ball J, Lewinter C, Cullington D, Stewart S, Cleland JG. Structured telephone support or telemonitoring programmes for patients with chronic heart failure. Cochrane Database Syst Rev 2010:CD007228. [PMID: 20687083 DOI: 10.1002/14651858.cd007228.pub2] [Citation(s) in RCA: 291] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Specialised disease management programmes for chronic heart failure (CHF) improve survival, quality of life and reduce healthcare utilisation. The overall efficacy of structured telephone support or telemonitoring as an individual component of a CHF disease management strategy remains inconclusive. OBJECTIVES To review randomised controlled trials (RCTs) of structured telephone support or telemonitoring compared to standard practice for patients with CHF in order to quantify the effects of these interventions over and above usual care for these patients. SEARCH STRATEGY Databases (the Cochrane Central Register of Controlled Trials (CENTRAL), Database of Abstracts of Reviews of Effects (DARE) and Health Technology Assessment Database (HTA) on The Cochrane Library, MEDLINE, EMBASE, CINAHL, AMED and Science Citation Index Expanded and Conference Citation Index on ISI Web of Knowledge) and various search engines were searched from 2006 to November 2008 to update a previously published non-Cochrane review. Bibliographies of relevant studies and systematic reviews and abstract conference proceedings were handsearched. No language limits were applied. SELECTION CRITERIA Only peer reviewed, published RCTs comparing structured telephone support or telemonitoring to usual care of CHF patients were included. Unpublished abstract data was included in sensitivity analyses. The intervention or usual care could not include a home visit or more than the usual (four to six weeks) clinic follow-up. DATA COLLECTION AND ANALYSIS Data were presented as risk ratio (RR) with 95% confidence intervals (CI). Primary outcomes included all-cause mortality, all-cause and CHF-related hospitalisations which were meta-analysed using fixed effects models. Other outcomes included length of stay, quality of life, acceptability and cost and these were described and tabulated. MAIN RESULTS Twenty-five studies and five published abstracts were included. Of the 25 full peer-reviewed studies meta-analysed, 16 evaluated structured telephone support (5613 participants), 11 evaluated telemonitoring (2710 participants), and two tested both interventions (included in counts). Telemonitoring reduced all-cause mortality (RR 0.66, 95% CI 0.54 to 0.81, P < 0.0001) with structured telephone support demonstrating a non-significant positive effect (RR 0.88, 95% CI 0.76 to 1.01, P = 0.08). Both structured telephone support (RR 0.77, 95% CI 0.68 to 0.87, P < 0.0001) and telemonitoring (RR 0.79, 95% CI 0.67 to 0.94, P = 0.008) reduced CHF-related hospitalisations. For both interventions, several studies improved quality of life, reduced healthcare costs and were acceptable to patients. Improvements in prescribing, patient knowledge and self-care, and New York Heart Association (NYHA) functional class were observed. AUTHORS' CONCLUSIONS Structured telephone support and telemonitoring are effective in reducing the risk of all-cause mortality and CHF-related hospitalisations in patients with CHF; they improve quality of life, reduce costs, and evidence-based prescribing.
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Affiliation(s)
- Sally C Inglis
- Preventative Health, Baker IDI Heart and Diabetes Institute, Melbourne, Australia
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Development of a Web-based concept for patients with ulcerative colitis and 5-aminosalicylic acid treatment. Eur J Gastroenterol Hepatol 2010; 22:695-704. [PMID: 19543101 DOI: 10.1097/meg.0b013e32832e0a18] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Ulcerative colitis (UC) is a lifelong disease with increasing incidence. UC requires frequent outpatient clinic visits and continuous medical treatment. Web-based self-management in other chronic diseases influences disease course, and increases self-adherence, compliance and quality of life (QoL). Lack of easy access to inflammatory bowel disease clinics and patient education, their understanding of the importance of early treatment at relapse, poor compliance and self-adherence can be partly solved by a newly developed Web-based concept. AIMS To describe the development and validation of the Web-based 'Constant-Care' concept. METHODS A Web-based treatment program (www.constant-care.dk) and a Patient Educational Centre for UC patients were developed. The feasibility and acceptance of the concept was validated before (group A) and 6 months after (group B) the start of a randomized controlled trial. Patients' level of disease-specific knowledge, QoL, anxiety and depression were evaluated. RESULTS Ten (group A) and 11 (group B) patients fulfilling the diagnostic criteria of mild-to-moderate UC participated in the study. All patients reported an ability to initiate self-treatment after the educational training (ET). A significant increase in knowledge from 36 to 69% (group A) and 28 to 75% (group B) was obtained. A majority of the patients were satisfied with the ET. Patients' QoL, anxiety, depression and general well-being showed no difference after the ET. CONCLUSION Patient education and training through a Web-based program (www.constant-care.dk) seems to be a feasible concept for increasing patients' ability to self-initiate treatment and increase the level of disease-specific knowledge. Relevant adjustment of the concept was implemented. The final outcome of the 'Constant-Care' concept is pending.
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Or CKL, Karsh BT. A systematic review of patient acceptance of consumer health information technology. J Am Med Inform Assoc 2009; 16:550-60. [PMID: 19390112 DOI: 10.1197/jamia.m2888] [Citation(s) in RCA: 312] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
A systematic literature review was performed to identify variables promoting consumer health information technology (CHIT) acceptance among patients. The electronic bibliographic databases Web of Science, Business Source Elite, CINAHL, Communication and Mass Media Complete, MEDLINE, PsycArticles, and PsycInfo were searched. A cited reference search of articles meeting the inclusion criteria was also conducted to reduce misses. Fifty-two articles met the selection criteria. Among them, 94 different variables were tested for associations with acceptance. Most of those tested (71%) were patient factors, including sociodemographic characteristics, health- and treatment-related variables, and prior experience or exposure to computer/health technology. Only ten variables were related to human-technology interaction; 16 were organizational factors; and one was related to the environment. In total, 62 (66%) were found to predict acceptance in at least one study. Existing literature focused largely on patient-related factors. No studies examined the impact of social and task factors on acceptance, and few tested the effects of organizational or environmental factors on acceptance. Future research guided by technology acceptance theories should fill those gaps to improve our understanding of patient CHIT acceptance, which in turn could lead to better CHIT design and implementation.
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Affiliation(s)
- Calvin K L Or
- Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong (CKLO), Kowloon, Hong Kong, Department of Industrial and Systemns Engineering, University of Wisconsin-Madison (B-TK), Madison, WI, USA
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Schäfer-Keller P, Dickenmann M, Berry DL, Steiger J, Bock A, De Geest S. Computerized patient education in kidney transplantation: testing the content validity and usability of the Organ Transplant Information System (OTIS). PATIENT EDUCATION AND COUNSELING 2009; 74:110-117. [PMID: 18515034 DOI: 10.1016/j.pec.2008.03.027] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2007] [Revised: 03/27/2008] [Accepted: 03/29/2008] [Indexed: 05/26/2023]
Abstract
OBJECTIVE To test content validity and usability of the Organ Transplant Information System (OTIS). METHODS This study used qualitative methods. The purposive sample consisted of 8 clinicians and 14 patients. Clinicians rated the content's congruence with current medical practice. We used the clinicians' evaluations to revise the OTIS content; then each patient evaluated the revised OTIS modules using the thinking-aloud method and via structured interviews. Descriptive statistics were applied for demographic and clinical data, and for the clinicians' ratings. Content data usability and validity were analyzed using Content Analysis. RESULTS Clinicians identified deviations from current medical practice regarding content, language, and information structure of OTIS. Seven rated OTIS as non-relevant for implementation into clinical practice. Five rated the program's content--with the stipulated adaptations--as important for patients. All patients encountered usability problems, mostly regarding the program's interface. Emerging categories from the patients' perspectives vis à vis content were knowledge acquisition, illness management, and partnership forming. CONCLUSION Problems arose regarding OTIS's initial content validity and usability, demonstrating the need to establish the presented material's content validity and usability by involving clinicians and patients before its clinical implementation. PRACTICE IMPLICATIONS High quality computer-learning-software is needed to enhance patient self-management.
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Keselman A, Logan R, Smith CA, Leroy G, Zeng-Treitler Q. Developing informatics tools and strategies for consumer-centered health communication. J Am Med Inform Assoc 2008; 15:473-83. [PMID: 18436895 DOI: 10.1197/jamia.m2744] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
As the emphasis on individuals' active partnership in health care grows, so does the public's need for effective, comprehensible consumer health resources. Consumer health informatics has the potential to provide frameworks and strategies for designing effective health communication tools that empower users and improve their health decisions. This article presents an overview of the consumer health informatics field, discusses promising approaches to supporting health communication, and identifies challenges plus direction for future research and development. The authors' recommendations emphasize the need for drawing upon communication and social science theories of information behavior, reaching out to consumers via a range of traditional and novel formats, gaining better understanding of the public's health information needs, and developing informatics solutions for tailoring resources to users' needs and competencies. This article was written as a scholarly outreach and leadership project by members of the American Medical Informatics Association's Consumer Health Informatics Working Group.
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Affiliation(s)
- Alla Keselman
- Division of Specialized Information Services, National Library of Medicine, National Institute of Health, Bethesda, MD, USA.
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