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Neves AL, Smalley KR, Freise L, Harrison P, Darzi A, Mayer EK. Determinants of Use of the Care Information Exchange Portal: Cross-sectional Study. J Med Internet Res 2021; 23:e23481. [PMID: 34762063 PMCID: PMC8663598 DOI: 10.2196/23481] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 03/11/2021] [Accepted: 08/09/2021] [Indexed: 02/06/2023] Open
Abstract
Background Sharing electronic health records with patients has been shown to improve patient safety and quality of care. Patient portals represent a convenient tool to enhance patient access to their own health care data. However, the success of portals will only be possible through sustained adoption by its end users: the patients. A better understanding of the characteristics of users and nonusers is critical for understanding which groups remain excluded from using such tools. Objective This study aims to identify the determinants of the use of the Care Information Exchange, a shared patient portal program in the United Kingdom. Methods A cross-sectional study was conducted using a web-based questionnaire. Information collected included age, gender, ethnicity, educational level, health status, postcode, and digital literacy. Registered individuals were defined as having had an account created in the portal, independent of their actual use of the platform; users were defined as having ever used the portal. Multivariate logistic regression was used to model the probability of being a user. Statistical analysis was performed in R and Tableau was used to create maps of the proportion of Care Information Exchange users by postcode area. Results A total of 1083 participants replied to the survey (186% of the estimated minimum target sample). The proportion of users was 61.58% (667/1083). Among these, most (385/667, 57.7%) used the portal at least once a month. To characterize the system’s users and nonusers, we performed a subanalysis of the sample, including only participants who had provided at least information regarding gender and age. The subanalysis included 650 individuals (389/650, 59.8% women; 551/650, 84.8% >40 years). Most participants were White (498/650, 76.6%) and resided in London (420/650, 64.6%). Individuals with a higher educational degree (undergraduate and professional, or postgraduate and higher) had higher odds of being a portal user (adjusted odds ratio [OR] 1.58, 95% CI 1.04-2.39 and OR 2.38, 95% CI 1.42-4.02, respectively) compared with those with a secondary degree or below. Higher digital literacy scores (≥30) were associated with higher odds of being a user (adjusted OR 2.96, 95% CI 2.02-4.35). Those with a good overall health status had lower odds of being a user (adjusted OR 0.58, 95% CI 0.37-0.91). Conclusions This work adds to the growing body of evidence highlighting the importance of educational aspects (educational level and digital literacy) in the adoption of patient portals. Further research should not only describe but also systematically address these inequalities through patient-centered interventions aimed at reducing the digital divide. Health care providers and policy makers must partner in investing and delivering strategic programs that improve access to technology and digital literacy in an effort to improve digital inclusion and reduce inequities in the delivery of care.
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Affiliation(s)
- Ana Luisa Neves
- Patient Safety Translational Research Centre, Institute of Global Health Innovation, Imperial College, London, United Kingdom.,Center for Health Technology and Services Research, Faculty of Medicine, University of Porto, Porto, Portugal.,Department of Community Medicine, Health Information and Decision, University of Porto, Porto, Portugal
| | - Katelyn R Smalley
- Patient Safety Translational Research Centre, Institute of Global Health Innovation, Imperial College, London, United Kingdom
| | - Lisa Freise
- Patient Safety Translational Research Centre, Institute of Global Health Innovation, Imperial College, London, United Kingdom
| | - Paul Harrison
- Imperial National Health Service Healthcare Trust, London, United Kingdom
| | - Ara Darzi
- Patient Safety Translational Research Centre, Institute of Global Health Innovation, Imperial College, London, United Kingdom
| | - Erik K Mayer
- Patient Safety Translational Research Centre, Institute of Global Health Innovation, Imperial College, London, United Kingdom
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2
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Niazkhani Z, Toni E, Cheshmekaboodi M, Georgiou A, Pirnejad H. Barriers to patient, provider, and caregiver adoption and use of electronic personal health records in chronic care: a systematic review. BMC Med Inform Decis Mak 2020; 20:153. [PMID: 32641128 PMCID: PMC7341472 DOI: 10.1186/s12911-020-01159-1] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 06/22/2020] [Indexed: 11/21/2022] Open
Abstract
Background Electronic personal health records (ePHRs) are defined as electronic applications through which individuals can access, manage, and share health information in a private, secure, and confidential environment. Existing evidence shows their benefits in improving outcomes, especially for chronic disease patients. However, their use has not been as widespread as expected partly due to barriers faced in their adoption and use. We aimed to identify the types of barriers to a patient, provider, and caregiver adoption/use of ePHRs and to analyze their extent in chronic disease care. Methods A systematic search in Medline, PubMed, Science Direct, Cumulative Index to Nursing and Allied Health Literature (CINAHL), the Cochrane Central Register of Controlled Trials, and the Institute of Electrical and Electronics Engineers (IEEE) database was performed to find original studies assessing barriers to ePHR adoption/use in chronic care until the end of 2018. Two researchers independently screened and extracted data. We used the PHR adoption model and the Unified Theory of Acceptance and Use of Technology to analyze the results. The Mixed Methods Appraisal Tool (MMAT) version 2018 was used to assess the quality of evidence in the included studies. Results Sixty publications met our inclusion criteria. Issues found hindering ePHR adoption/use in chronic disease care were associated with demographic factors (e.g., patient age and gender) along with key variables related to health status, computer literacy, preferences for direct communication, and patient’s strategy for coping with a chronic condition; as well as factors related to medical practice/environment (e.g., providers’ lack of interest or resistance to adopting ePHRs due to workload, lack of reimbursement, and lack of user training); technological (e.g., concerns over privacy and security, interoperability with electronic health record systems, and lack of customized features for chronic conditions); and chronic disease characteristics (e.g., multiplicities of co-morbid conditions, settings, and providers involved in chronic care). Conclusions ePHRs can be meaningfully used in chronic disease care if they are implemented as a component of comprehensive care models specifically developed for this care. Our results provide insight into hurdles and barriers mitigating ePHR adoption/use in chronic disease care. A deeper understating of the interplay between these barriers will provide opportunities that can lead to an enhanced ePHR adoption/use.
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Affiliation(s)
- Zahra Niazkhani
- Nephrology and Kidney Transplant Research Center, Urmia University of Medical Sciences, Urmia, Iran.,Department of Health Information Technology, Urmia University of Medical Sciences, Urmia, Iran
| | - Esmaeel Toni
- Department of Health Information Technology, Urmia University of Medical Sciences, Urmia, Iran.,Student Research Committee, Urmia University of Medical Sciences, Urmia, Iran
| | - Mojgan Cheshmekaboodi
- Office for Disease Registry and Health Outcomes, Urmia University of Medical Sciences, Urmia, Iran
| | - Andrew Georgiou
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Habibollah Pirnejad
- Department of Health Information Technology, Urmia University of Medical Sciences, Urmia, Iran. .,Patient Safety Research Center, Urmia University of Medical Sciences, Urmia, Iran. .,Erasmus School of Health Policy & Management (ESHPM), Erasmus University Rotterdam, Rotterdam, The Netherlands.
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3
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Arsenijevic J, Tummers L, Bosma N. Adherence to Electronic Health Tools Among Vulnerable Groups: Systematic Literature Review and Meta-Analysis. J Med Internet Res 2020; 22:e11613. [PMID: 32027311 PMCID: PMC7055852 DOI: 10.2196/11613] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 05/26/2019] [Accepted: 09/26/2019] [Indexed: 01/19/2023] Open
Abstract
Background Electronic health (eHealth) tools are increasingly being applied in health care. They are expected to improve access to health care, quality of health care, and health outcomes. Although the advantages of using these tools in health care are well described, it is unknown to what extent eHealth tools are effective when used by vulnerable population groups, such as the elderly, people with low socioeconomic status, single parents, minorities, or immigrants. Objective This study aimed to examine whether the design and implementation characteristics of eHealth tools contribute to better use of these tools among vulnerable groups. Methods In this systematic review, we assessed the design and implementation characteristics of eHealth tools that are used by vulnerable groups. In the meta-analysis, we used the adherence rate as an effect size measure. The adherence rate is defined as the number of people who are repetitive users (ie, use the eHealth tool more than once). We also performed a meta-regression analysis to examine how different design and implementation characteristics influenced the adherence rate. Results Currently, eHealth tools are continuously used by vulnerable groups but to a small extent. eHealth tools that use multimodal content (such as videos) and have the possibility for direct communication with providers show improved adherence among vulnerable groups. Conclusions eHealth tools that use multimodal content and provide the possibility for direct communication with providers have a higher adherence among vulnerable groups. However, most of the eHealth tools are not embedded within the health care system. They are usually focused on specific problems, such as diabetes or obesity. Hence, they do not provide comprehensive services for patients. This limits the use of eHealth tools as a replacement for existing health care services.
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Affiliation(s)
- Jelena Arsenijevic
- Utrecht University School of Governance, Faculty of Law Economics and Governance, Utrecht, Netherlands
| | - Lars Tummers
- Utrecht University School of Governance, Faculty of Law Economics and Governance, Utrecht, Netherlands
| | - Niels Bosma
- Utrecht University School of Economics, Faculty of Law Economics and Governance, Utrecht, Netherlands
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4
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Edmonds S, Lou Y, Robinson B, Cram P, Roblin DW, Wright NC, Saag K, Wolinsky FD. Characteristics of older adults using patient web portals to view their DXA results. BMC Med Inform Decis Mak 2019; 19:187. [PMID: 31533717 PMCID: PMC6751667 DOI: 10.1186/s12911-019-0904-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 08/27/2019] [Indexed: 11/10/2022] Open
Abstract
Background Sharing test results with patients via patient web portals is a new trend in healthcare. No research has been done examining patient web portal use with bone density test results. The objective of our study was to identify patient characteristics associated with the use of patient web portals to view their bone density test results. Methods A secondary analysis of data from a pragmatic randomized controlled trial of 7749 participants ≥50 years old that had presented for a dual energy X-ray absorptiometry (DXA) bone density test. Patients were interviewed at enrollment and 12 weeks later. Multivariable logistic regression identified patient characteristics that differentiated those who used the web portal from those who did not. Results Our sample included 4669 patients at the two (University of Iowa [UI], and Kaiser Permanente of Georgia [KPGA]) clinical sites that had patient web portals. Of these patients, 3399 (72.8%) reported knowing their test results 12 weeks post-DXA, with 649 (13.9%) reporting that they viewed their DXA results using the web portal. Web portal users were more likely to be from UI than KPGA, and were younger, more educated, had higher health literacy, had osteopenia, and had the same sex as their referring physician (all p < 0.05). Conclusion Only 19.1% of the 3399 patients who knew their DXA results used the available patient web portals to find out about them. Web portal users differed from non-users on several characteristics. This suggests that simply making patient web portals available for use may not be sufficient to appreciably enhance patient awareness of their test results. Based on these findings, a better understanding of the reasons why older, less educated, and less activated patients do not access their test results through patient web portals is needed.
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Affiliation(s)
- Stephanie Edmonds
- Carver College of Medicine, Department of Internal Medicine, University of Iowa, 200 Newton Rd. 5231 WL, Iowa City, IA, 52242, USA. .,CADRE, Iowa City VA Health System, Iowa City, IA, USA.
| | - Yiyue Lou
- College of Public Health, Department of Biostatistics, University of Iowa, Iowa City, IA, USA
| | - Brandi Robinson
- Kaiser Permanente, Center for Clinical and Outcomes Research, Atlanta, GA, USA
| | - Peter Cram
- College of Medicine, Department of Internal Medicine, University of Toronto, Toronto, Canada.,University of Toronto Health Network, Toronto, Canada
| | | | - Nicole C Wright
- School of Public Health, Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, UK
| | - Kenneth Saag
- School of Medicine, Department of Rheumatology, University of Alabama at Birmingham, Birmingham, AL, UK
| | - Fredric D Wolinsky
- Carver College of Medicine, Department of Internal Medicine, University of Iowa, 200 Newton Rd. 5231 WL, Iowa City, IA, 52242, USA.,College of Public Health, Department of Health Management and Policy, University of Iowa, Iowa City, IA, USA.,College of Nursing, University of Iowa, Iowa City, IA, USA
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5
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Abd-Alrazaq A, Bewick BM, Farragher T, Gardner P. Factors Affecting Patients' Use of Electronic Personal Health Records in England: Cross-Sectional Study. J Med Internet Res 2019; 21:e12373. [PMID: 31368442 PMCID: PMC6693305 DOI: 10.2196/12373] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 03/26/2019] [Accepted: 05/29/2019] [Indexed: 01/23/2023] Open
Abstract
Background Electronic personal health records (ePHRs) are secure Web-based tools that enable individuals to access, manage, and share their medical records. England recently introduced a nationwide ePHR called Patient Online. As with ePHRs in other countries, adoption rates of Patient Online remain low. Understanding factors affecting patients’ ePHR use is important to increase adoption rates and improve the implementation success of ePHRs. Objective This study aimed to examine factors associated with patients’ use of ePHRs in England. Methods The unified theory of acceptance and use of technology was adapted to the use of ePHRs. To empirically examine the adapted model, a cross-sectional survey of a convenience sample was carried out in 4 general practices in West Yorkshire, England. Factors associated with the use of ePHRs were explored using structural equation modeling. Results Of 800 eligible patients invited to take part in the survey, 624 (78.0%) returned a valid questionnaire. Behavioral intention (BI) was significantly influenced by performance expectancy (PE; beta=.57, P<.001), effort expectancy (EE; beta=.16, P<.001), and perceived privacy and security (PPS; beta=.24, P<.001). The path from social influence to BI was not significant (beta=.03, P=.18). Facilitating conditions (FC) and BI significantly influenced use behavior (UB; beta=.25, P<.001 and beta=.53, P<.001, respectively). PE significantly mediated the effect of EE and PPS on BI (beta=.19, P<.001 and beta=.28, P=.001, respectively). Age significantly moderated 3 paths: PE→BI, EE→BI, and FC→UB. Sex significantly moderated only the relationship between PE and BI. A total of 2 paths were significantly moderated by education and internet access: EE→BI and FC→UB. Income moderated the relationship between FC and UB. The adapted model accounted for 51% of the variance in PE, 76% of the variance in BI, and 48% of the variance in UB. Conclusions This study identified the main factors that affect patients’ use of ePHRs in England, which should be taken into account for the successful implementation of these systems. For example, developers of ePHRs should involve patients in the process of designing the system to consider functions and features that fit patients’ preferences and skills to ensure systems are useful and easy to use. The proposed model accounted for 48% of the variance in UB, indicating the existence of other, as yet unidentified, factors that influence the adoption of ePHRs. Future studies should confirm the effect of the factors included in this model and identify additional factors.
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Affiliation(s)
- Alaa Abd-Alrazaq
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, London, United Kingdom.,Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Bridgette M Bewick
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, London, United Kingdom
| | - Tracey Farragher
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, London, United Kingdom
| | - Peter Gardner
- School of Psychology, University of Leeds, Leeds, United Kingdom
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6
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Abd-alrazaq AA, Bewick BM, Farragher T, Gardner P. Factors that affect the use of electronic personal health records among patients: A systematic review. Int J Med Inform 2019; 126:164-175. [DOI: 10.1016/j.ijmedinf.2019.03.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 12/14/2018] [Accepted: 03/21/2019] [Indexed: 12/14/2022]
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7
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Ronda MCM, Dijkhorst-Oei LT, Vos RC, Westers P, Rutten GEHM. Cluster randomised trial on the effectiveness of a computerised prompt to refer (back) patients with type 2 diabetes. PLoS One 2018; 13:e0207653. [PMID: 30517164 PMCID: PMC6281259 DOI: 10.1371/journal.pone.0207653] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 11/03/2018] [Indexed: 11/20/2022] Open
Abstract
Aims Information and communications technology (ICT) could support care organisations to cope with the increasing number of patients with diabetes mellitus. We aimed to aid diabetes care providers in allocating patients to the preferred treatment setting (hospital outpatient clinic or primary care practice), by using the Electronic Medical Record (EMR). Methods A cluster randomised controlled trial. Physicians in primary and secondary care practices of the intervention group received an advisory message in the EMR during diabetes consultations if patients were treated in the ‘incorrect’ setting according to national management guidelines. Primary outcome: the proportion of patients that shifted to the correct treatment setting at one year follow-up. Results 47 (38 primary care and 9 internist) practices and 2778 patients were included. At baseline, 1197 (43.1%) patients were in the correct treatment setting (intervention 599; control 598). Advice most often (68.4%) regarded a consultation with the internist. After one year 12.4% of the patients in the intervention and 10.6% in the control group (p = 0.30) had shifted to the correct setting. Main reasons for not following advice were: 1. physician’s preference to consider other treatment options; 2. patients’ preferences. Conclusions We could not find evidence that using the EMR to send consultation-linked advice to physicians resulted in a shift in patients. Physicians will not follow the advice, at least partly due to patients’ preferences.
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Affiliation(s)
- Maaike C M Ronda
- Julius Centre for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands
| | | | - Rimke C Vos
- Julius Centre for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands.,Department of Public Health and Primary Care/LUMC-Campus the Hague, Leiden University Medical Centre, The Hague, The Netherlands
| | - Paul Westers
- Julius Centre for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands
| | - Guy E H M Rutten
- Julius Centre for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands
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8
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Metting E, Schrage AJ, Kocks JW, Sanderman R, van der Molen T. Assessing the Needs and Perspectives of Patients With Asthma and Chronic Obstructive Pulmonary Disease on Patient Web Portals: Focus Group Study. JMIR Form Res 2018; 2:e22. [PMID: 30684436 PMCID: PMC6334706 DOI: 10.2196/formative.8822] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Revised: 04/27/2018] [Accepted: 06/18/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND As accessibility to the internet has increased in society, many health care organizations have developed patient Web portals (PWPs), which can provide a range of self-management options to improve patient access. However, the available evidence suggests that they are used inefficiently and do not benefit patients with low health literacy. Asthma and chronic obstructive pulmonary disease (COPD) are common chronic diseases that require ongoing self-management. Moreover, patients with COPD are typically older and have lower health literacy. OBJECTIVE This study aimed to obtain and present an overview of patients' perspectives of PWPs to facilitate the development of a portal that better meets the needs of patients with asthma and COPD. METHODS We performed a focus group study using semistructured interviews in 3 patient groups from the north of the Netherlands who were recruited through the Dutch Lung Foundation. Each group met 3 times for 2 hours each at a 1-week interval. Data were analyzed with coding software, and patient descriptors were analyzed with nonparametric tests. The consolidated criteria for reporting qualitative research were followed when conducting the study. RESULTS We included 29 patients (16/29, 55% male; mean age 65 [SD 10] years) with COPD (n=14), asthma-COPD overlap (n=4), asthma (n=10), or other respiratory disease (n=1). There was a large variation in the internet experience; some patients hardly used the internet (4/29, 14%), whereas others used internet >3 times a week (23/29, 79%). In general, patients were positive about having access to a PWP, considering access to personal medical records as the most important option, though only after discussion with their physician. A medication overview was considered a useful option. We found that communication between health care professionals could be improved if patients could use the PWP to share information with their health care professionals. However, as participants were worried about the language and usability of portals, it was recommended that language should be adapted to the patient level. Another concern was that disease monitoring through Web-based questionnaire use would only be useful if the results were discussed with health care professionals. CONCLUSIONS Participants were positive about PWPs and considered them a logical step. Today, most patients tend to be better educated and have internet access, while also being more assertive and better informed about their disease. A PWP could support these patients. Our participants also provided practical suggestions for implementation in current and future PWP developments. The next step will be to develop a portal based on these recommendations and assess whether it meets the needs of patients and health care providers.
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Affiliation(s)
- Esther Metting
- Groningen Research Institute for Asthma and COPD, Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Aaltje Jantine Schrage
- Groningen Research Institute for Asthma and COPD, Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Janwillem Wh Kocks
- Groningen Research Institute for Asthma and COPD, Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Robbert Sanderman
- GZW-Health Psychology-GZW-General, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
| | - Thys van der Molen
- Groningen Research Institute for Asthma and COPD, Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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Tavares J, Oliveira T. New Integrated Model Approach to Understand the Factors That Drive Electronic Health Record Portal Adoption: Cross-Sectional National Survey. J Med Internet Res 2018; 20:e11032. [PMID: 30455169 PMCID: PMC6318146 DOI: 10.2196/11032] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 07/17/2018] [Accepted: 07/17/2018] [Indexed: 12/13/2022] Open
Abstract
Background The future of health care delivery is becoming more patient-focused, and electronic health record (EHR) portals are gaining more attention from worldwide governments that consider this technology as a valuable asset for the future sustainability of the national health care systems. Overall, this makes the adoption of EHR portals an important field to study. Objective The aim of this study is to understand the factors that drive individuals to adopt EHR portals. Methods We applied a new adoption model that combines 3 different theories, namely, extended unified theory of acceptance and use of technology, health belief model, and the diffusion of innovation; all the 3 theories provided relevant contributions for the understanding of EHR portals. To test the research model, we used the partial least squares causal modeling approach. We executed a national survey based on randomly generated mobile phone numbers. We collected 139 questionnaires. Results Performance expectancy (beta=.203; t=2.699), compatibility (beta=.530; t=6.189), and habit (beta=.251; t=2.660) have a statistically significant impact on behavior intention (R2=76.0%). Habit (beta=.378; t=3.821), self-perception (beta=.233; t=2.971), and behavior intention (beta=.263; t=2.379) have a statistically significant impact on use behavior (R2=61.8%). In addition, behavior intention (beta=.747; t=10.737) has a statistically significant impact on intention to recommend (R2=69.0%), results demonstrability (beta=.403; t=2.888) and compatibility (beta=.337; t=2.243) have a statistically significant impact on effort expectancy (R2=48.3%), and compatibility (beta=.594; t=6.141) has a statistically significant impact on performance expectancy (R2=42.7%). Conclusions Our research model yields very good results, with relevant R2 in the most important dependent variables that help explain the adoption of EHR portals, behavior intention, and use behavior.
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Affiliation(s)
- Jorge Tavares
- NOVA Information Management School, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Tiago Oliveira
- NOVA Information Management School, Universidade NOVA de Lisboa, Lisboa, Portugal
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10
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Sun R, Korytkowski MT, Sereika SM, Saul MI, Li D, Burke LE. Patient Portal Use in Diabetes Management: Literature Review. JMIR Diabetes 2018; 3:e11199. [PMID: 30401665 PMCID: PMC6246970 DOI: 10.2196/11199] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 10/08/2018] [Accepted: 10/08/2018] [Indexed: 01/22/2023] Open
Abstract
Background Health information technology tools (eg, patient portals) have the potential to promote engagement, improve patient-provider communication, and enhance clinical outcomes in the management of chronic disorders such as diabetes mellitus (DM). Objectives The aim of this study was to report the findings of a literature review of studies reporting patient portal use by individuals with type 1 or type 2 DM. We examined the association of the patient portal use with DM-related outcomes and identified opportunities for further improvement in DM management. Methods Electronic literature search was conducted through PubMed and PsycINFO databases. The keywords used were “patient portal*,” “web portal,” “personal health record,” and “diabetes.” Inclusion criteria included (1) published in the past 10 years, (2) used English language, (3) restricted to age ≥18 years, and (4) available in full text. Results This review included 6 randomized controlled trials, 16 observational, 4 qualitative, and 4 mixed-methods studies. The results of these studies revealed that 29% to 46% of patients with DM have registered for a portal account, with 27% to 76% of these patients actually using the portal at least once during the study period. Portal use was associated with the following factors: personal traits (eg, sociodemographics, clinical characteristics, health literacy), technology (eg, functionality, usability), and provider engagement. Inconsistent findings were observed regarding the association of patient portal use with DM-related clinical and psychological outcomes. Conclusions Barriers to use of the patient portal were identified among patients and providers. Future investigations into strategies that engage both physicians and patients in use of a patient portal to improve patient outcomes are needed.
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Affiliation(s)
- Ran Sun
- Department of Health & Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States
| | - Mary T Korytkowski
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Susan M Sereika
- Department of Health & Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States
| | - Melissa I Saul
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Dan Li
- Department of Health & Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States
| | - Lora E Burke
- Department of Health & Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA, United States
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11
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Abd-alrazaq AA, Bewick B, Farragher T, Gardner P. (Preprint).. [DOI: 10.2196/preprints.12373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
BACKGROUND
Electronic Personal Health Records (ePHRs) are secure web-based tools that enable individuals to access, manage, and share their medical records. England recently introduced a nationwide ePHR called Patient Online. As with ePHRs in other countries, adoption rates of Patient Online remain low. Understanding factors affecting patients’ use of ePHRs is important to increase adoption rates and improve the implementation success of ePHRs.
OBJECTIVE
This study aims to examine factors associated with patients’ use of ePHRs in England.
METHODS
The Unified Theory of Acceptance and Use of Technology (UTAUT) was adapted to the use of ePHRs. To empirically examine the adapted model, a cross-sectional survey of a convenience sample was carried out in four general practices in West Yorkshire, England. Factors associated with use of ePHRs were explored using Structural Equation Modelling (SEM).
RESULTS
Of 800 eligible patients invited to take part in the survey, 624 (78%) participants returned a valid questionnaire. Behavioural intention was significantly influenced by performance expectancy (β=0.57, P<0.001), effort expectancy (β=0.16, P<0.001), and perceived privacy and security (β=0.24, P<0.001). The path from social influence to behavioural intention was not significant (β=0.03, P=0.183). Facilitating conditions and behavioural intention significantly influenced use behaviour (β=0.25, P<0.001; β=0.53, P<0.001, respectively). Performance expectancy significantly mediated the effect of effort expectancy and perceived privacy and security on behavioural intention (β=0.19, P<0.001; β=0.28, P=0.001, respectively). Age significantly moderated three paths; PEBI, EEBI, and FCUB. Sex significantly moderated only the relationship between performance expectancy and behavioural intention. Two paths were significantly moderated by education and internet access: EEBI and FCUB. Income moderated the relationship between facilitating conditions and use behaviour. The adapted model accounted for 51% of the variance in performance expectancy, 76% of the variance in behavioural intention, and 48% of the variance in use behaviour.
CONCLUSIONS
This study identified the main factors that affect patients’ use of ePHRs in England, which should be taken into account for the successful implementation of these systems. For example, developers of ePHRs should involve patients in the process of designing the system to consider functions and features that fit patients’ preferences and skills, thereby, create a useful and easy to use system. The proposed model accounted for 48% of the variance in use behaviour, indicating the existence of other, as yet unidentified, factors that influence adoption of ePHRs. Future studies should confirm the effect of the factors included in the current model and to identify additional factors.
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Hoogenbosch B, Postma J, de Man-van Ginkel JM, Tiemessen NA, van Delden JJ, van Os-Medendorp H. Use and the Users of a Patient Portal: Cross-Sectional Study. J Med Internet Res 2018; 20:e262. [PMID: 30224334 PMCID: PMC6231740 DOI: 10.2196/jmir.9418] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 03/05/2018] [Accepted: 06/21/2018] [Indexed: 12/15/2022] Open
Abstract
Background Patient portals offer patients access to their medical information and tools to communicate with health care providers. It has been shown that patient portals have the potential to positively impact health outcomes and efficiency of health care. It is therefore important that health care organizations identify the patients who use or do not use the patient portal and explore the reasons in either case. The Unified Theory of Acceptance and Use of Technology (UTAUT) is a frequently used theory for explaining the use of information technology. It consists of the following constructs: performance expectancy, effort expectancy, social influence, facilitating conditions, and behavioral intention to use. Objective This study aimed to explore the prevalence of patient portal use and the characteristics of patients who use or do not use a patient portal. The main constructs of UTAUT, together with demographics and disease- and care-related characteristics, have been measured to explore the predictive factors of portal use. Methods A cross-sectional study was conducted in the outpatient departments for adult patients of a university hospital in the Netherlands. Following outcomes were included: self-reported portal use, characteristics of users such as demographics, disease- and care-related data, eHealth literacy (modified score), and scores of UTAUT constructs. Descriptive analyses and univariate and multivariate logistic regression were also conducted. Results In the analysis, 439 adult patients were included. Furthermore, 32.1% (141/439) identified as being a user of the patient portal; 31.2% (137/439) indicated as nonusers, but being aware of the existence of the portal; and 36.6% (161/439) as being nonusers not aware of the existence of the portal. In the entire study population, the factors of being chronically ill (odds ratio, OR 1.62, 95% CI 1.04-2.52) and eHealth literacy (modified score; OR 1.12, 95% CI 1.07-1.18) best predicted portal use. In users and nonusers who were aware of the portal, UTAUT constructs were added to the multivariate logistic regression, with chronically ill and modified eHealth literacy sum score. Effort expectancy (OR 13.02, 95% CI 5.68-29.87) and performance expectancy (OR 2.84, 95% CI 1.65-4.90) are shown to significantly influence portal use in this group. Conclusions Approximately one-third of the patients of a university hospital self-reported using the patient portal; most expressed satisfaction. At first sight, being chronically ill and higher scores on the modified eHealth literacy scale explained portal use. Adding UTAUT constructs to the model revealed that effort expectancy (ease of use and knowledge and skills related to portal use) and performance expectancy (perceived usefulness) influenced portal use. Interventions to improve awareness of the portal and eHealth literacy skills of patients and further integration of the patient portal in usual face-to-face care are needed to increase use and potential subsequent patient benefits.
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Affiliation(s)
- Bas Hoogenbosch
- Department of Information Technology, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Jeroen Postma
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, Netherlands
| | | | - Nicole Am Tiemessen
- Department of Information Technology, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Johannes Jm van Delden
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, Netherlands
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13
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Mold F, Raleigh M, Alharbi NS, de Lusignan S. The Impact of Patient Online Access to Computerized Medical Records and Services on Type 2 Diabetes: Systematic Review. J Med Internet Res 2018; 20:e235. [PMID: 29980499 PMCID: PMC6054706 DOI: 10.2196/jmir.7858] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 11/28/2017] [Accepted: 05/15/2018] [Indexed: 12/05/2022] Open
Abstract
Background Online access to computerized medical records has the potential to improve convenience, satisfaction, and care for patients, and to facilitate more efficient organization and delivery of care. Objective The objective of this review is to explore the use and impact of having online access to computerized medical records and services for patients with type 2 diabetes mellitus in primary care. Methods Multiple international databases including Medline, Embase, CINAHL, PsycINFO and the Cochrane Library were searched between 2004 and 2016. No limitations were placed on study design, though we applied detailed inclusion and exclusion criteria to each study. Thematic analysis was used to synthesize the evidence. The Mixed Methods Appraisal Toolkit was used to appraise study quality. Results A search identified 917 studies, of which 28 were included. Five themes were identified: (1) disparities in uptake by age, gender, ethnicity, educational attainment, and number of comorbidities, with young men in full-time employment using these services most; (2) improved health outcomes: glycemic control was improved, but blood pressure results were mixed; (3) self-management support from improved self-care and shared management occurred especially soon after diagnosis and when complications emerged. There was a generally positive effect on physician-patient relationships; (4) accessibility: patients valued more convenient access when online access to computerized medical records and services work; and (5) technical challenges, barriers to use, and system features that impacted patient and physician use. The Mixed Methods Appraisal Toolkit rated 3 studies as 100%, 19 studies as 75%, 4 studies as 50%, and 1 study scored only 25%. Conclusions Patients valued online access to computerized medical records and services, although in its current state of development it may increase disparities. Online access to computerized medical records appears to be safe and is associated with improved glycemic control, but there was a lack of rigorous evidence in terms of positive health outcomes for other complications, such as blood pressure. Patients remain concerned about how these systems work, the rules, and timeliness of using these systems.
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Affiliation(s)
- Freda Mold
- School of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom
| | - Mary Raleigh
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, London, United Kingdom
| | - Nouf Sahal Alharbi
- Department of Health Sciences, College of Applied Studies & Community Service, King Saud University, Riyadh, Saudi Arabia
| | - Simon de Lusignan
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom
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Quartuccio M, Minang L, Kalyani RR. Patient preferences and internet use for diabetes education differs by age. J Diabetes Complications 2018; 32:726-727. [PMID: 29861313 DOI: 10.1016/j.jdiacomp.2018.05.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 04/30/2018] [Accepted: 05/01/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Michael Quartuccio
- Division of Endocrinology, Diabetes & Metabolism, The Johns Hopkins University, Baltimore, MD, United States
| | - Laura Minang
- Division of Endocrinology, Diabetes & Metabolism, The Johns Hopkins University, Baltimore, MD, United States
| | - Rita R Kalyani
- Division of Endocrinology, Diabetes & Metabolism, The Johns Hopkins University, Baltimore, MD, United States; The Welch Center for Prevention, Epidemiology and Clinical Research, The Johns Hopkins University, Baltimore, MD, United States.
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15
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Tatara N, Hammer HL, Andreassen HK, Mirkovic J, Kjøllesdal MKR. The Association Between Commonly Investigated User Factors and Various Types of eHealth Use for Self-Care of Type 2 Diabetes: Case of First-Generation Immigrants From Pakistan in the Oslo Area, Norway. JMIR Public Health Surveill 2017; 3:e68. [PMID: 28982646 PMCID: PMC5649041 DOI: 10.2196/publichealth.7009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 06/23/2017] [Accepted: 08/06/2017] [Indexed: 12/21/2022] Open
Abstract
Background Sociodemographic and health-related factors are often investigated for their association with the active use of electronic health (eHealth). The importance of such factors has been found to vary, depending on the purpose or means of eHealth and the target user groups. Pakistanis are one of the biggest immigrant groups in the Oslo area, Norway. Due to an especially high risk of developing type 2 diabetes (T2D) among this population, knowledge about their use of eHealth for T2D self-management and prevention (self-care) will be valuable for both understanding this vulnerable group and for developing effective eHealth services. Objective The aim of this study was to examine how commonly were the nine types of eHealth for T2D self-care being used among our target group, the first-generation Pakistani immigrants living in the Oslo area. The nine types of eHealth use are divided into three broad categories based on their purpose: information seeking, communication, and active self-care. We also aimed to investigate how sociodemographic factors, as well as self-assessment of health status and digital skills are associated with the use of eHealth in this group. Methods A survey was carried out in the form of individual structured interviews from September 2015 to January 2016 (N=176). For this study, dichotomous data about whether or not an informant had used each of the nine types of eHealth in the last 12 months and the total number of positive answers were used as dependent variables in a regression analysis. The independent variables were age, gender, total years of education, digital skills (represented by frequency of asking for help when using information and communication technology [ICT]), and self-assessment of health status. Principal component analyses were applied to make categories of independent variables to avoid multicollinearity. Results Principal component analysis yielded three components: knowledge, comprising total years of education and digital skills; health, comprising age and self-assessment of health status; and gender, as being a female. With the exception of closed conversation with a few specific acquaintances about self-care of T2D (negatively associated, P=.02) and the use of ICT for relevant information-seeking by using search engines (not associated, P=.18), the knowledge component was positively associated with all the other dependent variables. The health component was negatively associated with the use of ICT for closed conversation with a few specific acquaintances about self-care of T2D (P=.01) but not associated with the other dependent variables. Gender component showed no association with any of the dependent variables. Conclusions In our sample, knowledge, as a composite measure of education and digital skills, was found to be the main factor associated with eHealth use regarding T2D self-care. Enhancing digital skills would encourage and support more active use of eHealth for T2D self-care.
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Affiliation(s)
- Naoe Tatara
- Department of Computer Science, Faculty of Technology, Art and Design, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Hugo Lewi Hammer
- Department of Computer Science, Faculty of Technology, Art and Design, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Hege Kristin Andreassen
- Centre for Care Research, Norwegian University of Science and Technology, Gjøvik, Norway.,Norwegian Centre for E-health Research, University Hospital of North Norway, Tromsø, Norway
| | - Jelena Mirkovic
- Center for Shared Decision Making and Collaborative Care Research, Oslo University Hospital, Oslo, Norway
| | - Marte Karoline Råberg Kjøllesdal
- Department of Community Medicine and Global Health, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
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Torrens E, Walker SM. Demographic characteristics of Australian health consumers who were early registrants for opt-in personally controlled electronic health records. HEALTH INF MANAG J 2017; 46:127-133. [DOI: 10.1177/1833358317699341] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Differential uptake of, or access to, personal electronic health records (PEHRs) has the potential to impact on health disparities among certain social groups. In 2012, the Australian Government introduced the Personally Controlled Electronic Health Record (PCEHR), an opt-in system operated by the then National E-Health Transition Authority (NEHTA). In July 2016, the My Health Record (MyHR), an opt-out model, operated by the Australian Digital Health Agency replaced the PCEHR, providing additional support for consumers. Objective: This research was carried out between 2012 and 2015, covering the opt-in PCEHR phase. The aim of the study was to explore demographic characteristics of Australian health consumers who were first to register for a PEHR, and to identify the age and gender populations less likely to register for a PEHR in the opt-in format. The study aimed to provide early data on registrants and potential methods to encourage individuals to register for a PEHR. Method: A cross-sectional study investigated differences in registrations for PEHRs from 2012 to 2015 by age and sex. Results: Results revealed that males were less likely to register than females, and adolescents of both sexes were the least likely to register when compared with any other age group. Similarly, middle-aged males had among the lowest reported registrations, as did older females. Conclusion: While e-health has the potential to improve health outcomes and PEHRs the potential to empower consumers to better manage their health and improve their access health services, evidence from this study suggested that some population groups that experience health inequalities (e.g. older people) were underrepresented among registrants for PEHRs. As income, ethnicity and education are major drivers for health disparities in Australia, future research should focus on uptake and use of PEHRs (now the MyHR) from the perspective of these variables.
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Affiliation(s)
- Emma Torrens
- School of Public Health and Social Work, Queensland University of Technology, Queensland, Australia
| | - Sue M Walker
- School of Public Health and Social Work, Queensland University of Technology, Queensland, Australia
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17
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AZIZI A, ABOUTORABI R, MAZLOUM-KHORASANI Z, HOSEINI B, TARA M. Diabetic Personal Health Record: A Systematic Review Article. IRANIAN JOURNAL OF PUBLIC HEALTH 2016; 45:1388-1398. [PMID: 28032056 PMCID: PMC5182247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 04/15/2016] [Indexed: 11/25/2022]
Abstract
BACKGROUND Diabetes disease is one of the 4 main types of non-communicable diseases. No research has been conducted in order to identify data items for Diabetic Personal Health Record (DPHR), in Iran. This study, with the aim of systematically developing the DPHR was done to supply ultimately the country with a national model through Delphi method. METHODS We conducted a systematic review of the literature using the following electronic databases: PubMed, Web of sciences, Scopus, Science Direct, and ACM digital library. The year of the study included the obtained articles was 2013. We used a 3-step method to identify studies related to DPHR. Study selection processes were performed by two reviewers independently. The eligible studies were included in this review. Quality of studies was assessed using a mixed approach scoring system. Reviewers used 2-step method for the validation of the final DPHR model. RESULTS Initially, 2011 papers were returned from online databases and 186 studies from gray literature search. After removing duplicates, study screening, and applying inclusion and exclusion criteria, 129 studies were eligible for further full-text review. Considering the full-text review, 34 studies were identified for final review. Given the content of selected studies, we determined seven main classes of DPHR. The highest score belongs to home monitoring data class by mean of 19.83, and the lowest was general data class by mean of 3.89. CONCLUSION Together with representative sample of endocrinologist in Iran achieved consensus on a DPHR model to improve self-care for diabetic patients and to facilitate physician decision making.
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Affiliation(s)
- Amirabbas AZIZI
- Dept. of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran, Dept. of Health Information Technology, School of Paramedicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Robab ABOUTORABI
- Dept. of Endocrinology, Endocrine Research Center, Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zahra MAZLOUM-KHORASANI
- Dept. of Endocrinology, Endocrine Research Center, Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Benyamin HOSEINI
- Dept. of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahmood TARA
- Dept. of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,Corresponding Author:
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Wake DJ, He J, Czesak AM, Mughal F, Cunningham SG. MyDiabetesMyWay: An Evolving National Data Driven Diabetes Self-Management Platform. J Diabetes Sci Technol 2016; 10:1050-8. [PMID: 27162192 PMCID: PMC5032956 DOI: 10.1177/1932296816648168] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
MyDiabetesMyWay (MDMW) is an award-wining national electronic personal health record and self-management platform for diabetes patients in Scotland. This platform links multiple national institutional and patient-recorded data sources to provide a unique resource for patient care and self-management. This review considers the current evidence for online interventions in diabetes and discusses these in the context of current and ongoing developments for MDMW. Evaluation of MDMW through patient reported outcomes demonstrates a positive impact on self-management. User feedback has highlighted barriers to uptake and has guided platform evolution from an education resource website to an electronic personal health record now encompassing remote monitoring, communication tools and personalized education links. Challenges in delivering digital interventions for long-term conditions include integration of data between institutional and personal recorded sources to perform big data analytics and facilitating technology use in those with disabilities, low digital literacy, low socioeconomic status and in minority groups. The potential for technology supported health improvement is great, but awareness and adoption by health workers and patients remains a significant barrier.
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Affiliation(s)
- Deborah J Wake
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, UK
| | - Jinzhang He
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, UK
| | - Anna Maria Czesak
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, UK
| | - Fezan Mughal
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, UK
| | - Scott G Cunningham
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, UK
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19
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Fiks AG, DuRivage N, Mayne SL, Finch S, Ross ME, Giacomini K, Suh A, McCarn B, Brandt E, Karavite D, Staton EW, Shone LP, McGoldrick V, Noonan K, Miller D, Lehmann CU, Pace WD, Grundmeier RW. Adoption of a Portal for the Primary Care Management of Pediatric Asthma: A Mixed-Methods Implementation Study. J Med Internet Res 2016; 18:e172. [PMID: 27357835 PMCID: PMC4945817 DOI: 10.2196/jmir.5610] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 03/11/2016] [Accepted: 03/28/2016] [Indexed: 12/25/2022] Open
Abstract
Background Patient portals may improve communication between families of children with asthma and their primary care providers and improve outcomes. However, the feasibility of using portals to collect patient-reported outcomes from families and the barriers and facilitators of portal implementation across diverse pediatric primary care settings have not been established. Objective We evaluated the feasibility of using a patient portal for pediatric asthma in primary care, its impact on management, and barriers and facilitators of implementation success. Methods We conducted a mixed-methods implementation study in 20 practices (11 states). Using the portal, parents of children with asthma aged 6-12 years completed monthly surveys to communicate treatment concerns, treatment goals, symptom control, medication use, and side effects. We used logistic regression to evaluate the association of portal use with child characteristics and changes to asthma management. Ten clinician focus groups and 22 semistructured parent interviews explored barriers and facilitators of use in the context of an evidence-based implementation framework. Results We invited 9133 families to enroll and 237 (2.59%) used the portal (range by practice, 0.6%-13.6%). Children of parents or guardians who used the portal were significantly more likely than nonusers to be aged 6-9 years (vs 10-12, P=.02), have mild or moderate/severe persistent asthma (P=.009 and P=.04), have a prescription of a controller medication (P<.001), and have private insurance (P=.002). Portal users with uncontrolled asthma had significantly more medication changes and primary care asthma visits after using the portal relative to the year earlier (increases of 14% and 16%, respectively). Qualitative results revealed the importance of practice organization (coordinated workflows) as well as family (asthma severity) and innovation (facilitated communication and ease of use) characteristics for implementation success. Conclusions Although use was associated with higher treatment engagement, our results suggest that achieving widespread portal adoption is unlikely in the short term. Implementation efforts should include workflow redesign and prioritize enrollment of symptomatic children. ClinicalTrial Clinicaltrials.gov NCT01966068; https://clinicaltrials.gov/ct2/show/NCT01966068 (Archived by WebCite at http://www.webcitation.org/6i9iSQkm3)
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Affiliation(s)
- Alexander G Fiks
- The Children's Hospital of Philadelphia, Philadelphia, PA, United States.
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20
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Azizi A, Aboutorabi R, Mazloum-Khorasani Z, Afzal-Aghaea M, Tara M. Development, Validation, and Evaluation of Web-Based Iranian Diabetic Personal Health Record: Rationale for and Protocol of a Randomized Controlled Trial. JMIR Res Protoc 2016; 5:e39. [PMID: 26964572 PMCID: PMC4807244 DOI: 10.2196/resprot.5201] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 11/25/2015] [Accepted: 11/25/2015] [Indexed: 11/13/2022] Open
Abstract
Background Diabetes is one of the four main types of noncommunicable or chronic diseases. Iran is among the countries with the highest incidence of diabetic patients. A study demonstrated that the collection of diabetic data is neither organized nor standardized. There is currently no instance of electronic personal health records particularly used for diabetic patients in Iran, hence the need for one, which will be useful for self-care of diabetic patients. Objective The objective of the study is to examine the impact of a Web-based diabetic personal health record (DPHR) on the self-care status of diabetic patients as compared with the control group. Methods This study is a randomized control trial, which involves a systematic review of literature of the preferred data elements regarding a DPHR, and reevaluating the results with the opinions of local endocrinologists. Inclusion criteria were as follows: type 2 diabetic patients between 20-70 of age who live in the Mashhad City and having the disease for at least one year. The sample size is 72 people that were randomly assigned to the control and intervention groups. The participants in the intervention group were allowed access to the Web-based DPHR system, while those in the control group will continue to receive the usual care for 4 months. The study primary outcome measures include self-care status of participants and planned visit adherence. Results At the moment, there is an ongoing recruitment of participants, and preliminary results will be published in early 2016. Conclusions We expect the final DPHR model, developed and tested during this study, to help diabetic patients to actively participate in their care management process, and also to empower the physician in providing more quality informed decisions regarding their patients. Trial Registration irct.ir IRCT2013082914522N1; http://www.irct.ir/searchresult.php?id=14522&number=1 (Archived by WebCite at http://www.webcitation.org/6cC4PCcau).
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Affiliation(s)
- Amirabbas Azizi
- Faculty of Medicine, Department of Medical Informatics, Mashhad University of Medical Sciences, Mashhad, Islamic Republic Of Iran
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Roelofsen Y, van Vugt M, Hendriks SH, van Hateren KJJ, Groenier KH, Snoek FJ, Kleefstra N, Huijsman R, Bilo HJG. Demographical, Clinical, and Psychological Characteristics of Users and Nonusers of an Online Platform for T2DM Patients (e-VitaDM-3/ZODIAC-44). J Diabetes Res 2016; 2016:6343927. [PMID: 26682232 PMCID: PMC4670670 DOI: 10.1155/2016/6343927] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 04/30/2015] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Online platforms offer opportunities for support in changing lifestyle and taking responsibility for one's health, but engaging patients with type 2 diabetes is challenging. Previous studies have shown that patients interested in platforms were more often male, younger, and higher educated. This study aims to investigate differences in clinical and psychological characteristics between users and nonusers of a newly developed platform. METHODS A prospective study started in the Drenthe region of Netherlands. Participants in the study concerning quality of care and quality of life were additionally invited to use the platform. RESULTS 633 patients were registered after they opted for platform use. Of these patients, 361 (57.0%) never logged on, 184 (29.1%) were labeled "curious" users, and 88 (13.9%) were identified as "active" users. Users had lower HbA1c levels and more often hypertension compared to nonusers, and reported higher quality of life, better well-being, lower diabetes-related distress, and better medication adherence. DISCUSSION Platform use was associated with more favorable clinical and psychological characteristics relative to nonuse. Those with greater severity of disease, lower mood, and progression of disease used the platform the least. Other approaches need to be developed to reach these patients. Furthermore, improving the platform could also help to reach them. This trial is registered with Clinicaltrials.gov NCT01570140.
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Affiliation(s)
| | - Michael van Vugt
- Department of Medical Psychology, VU University Medical Center and Academic Medical Center (AMC), Amsterdam, Netherlands
| | | | | | - Klaas H. Groenier
- Diabetes Centre, Isala, Zwolle, Netherlands
- Department of General Practice, University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Frank J. Snoek
- Department of Medical Psychology, VU University Medical Center and Academic Medical Center (AMC), Amsterdam, Netherlands
| | - Nanne Kleefstra
- Diabetes Centre, Isala, Zwolle, Netherlands
- Department of Internal Medicine, University of Groningen and University Medical Center Groningen, Groningen, Netherlands
- Langerhans Medical Research Group, Zwolle, Netherlands
| | - Robbert Huijsman
- Institute of Healthcare Management & Policy, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Henk J. G. Bilo
- Diabetes Centre, Isala, Zwolle, Netherlands
- Department of Internal Medicine, University of Groningen and University Medical Center Groningen, Groningen, Netherlands
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Irizarry T, DeVito Dabbs A, Curran CR. Patient Portals and Patient Engagement: A State of the Science Review. J Med Internet Res 2015; 17:e148. [PMID: 26104044 PMCID: PMC4526960 DOI: 10.2196/jmir.4255] [Citation(s) in RCA: 457] [Impact Index Per Article: 50.8] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Revised: 03/10/2015] [Accepted: 04/03/2015] [Indexed: 12/30/2022] Open
Abstract
Background Patient portals (ie, electronic personal health records tethered to institutional electronic health records) are recognized as a promising mechanism to support greater patient engagement, yet questions remain about how health care leaders, policy makers, and designers can encourage adoption of patient portals and what factors might contribute to sustained utilization. Objective The purposes of this state of the science review are to (1) present the definition, background, and how current literature addresses the encouragement and support of patient engagement through the patient portal, and (2) provide a summary of future directions for patient portal research and development to meaningfully impact patient engagement. Methods We reviewed literature from 2006 through 2014 in PubMed, Ovid Medline, and PsycInfo using the search terms “patient portal” OR “personal health record” OR “electronic personal health record”. Final inclusion criterion dictated that studies report on the patient experience and/or ways that patients may be supported to make competent health care decisions and act on those decisions using patient portal functionality. Results We found 120 studies that met the inclusion criteria. Based on the research questions, explicit and implicit aims of the studies, and related measures addressed, the studies were grouped into five major topics (patient adoption, provider endorsement, health literacy, usability, and utility). We discuss the findings and conclusions of studies that address the five topical areas. Conclusions Current research has demonstrated that patients’ interest and ability to use patient portals is strongly influenced by personal factors such age, ethnicity, education level, health literacy, health status, and role as a caregiver. Health care delivery factors, mainly provider endorsement and patient portal usability also contribute to patient’s ability to engage through and with the patient portal. Future directions of research should focus on identifying specific populations and contextual considerations that would benefit most from a greater degree of patient engagement through a patient portal. Ultimately, adoption by patients and endorsement by providers will come when existing patient portal features align with patients’ and providers’ information needs and functionality.
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Affiliation(s)
- Taya Irizarry
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States.
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Ronda MCM, Dijkhorst-Oei LT, Rutten GEHM. Patients' Experiences with and Attitudes towards a Diabetes Patient Web Portal. PLoS One 2015; 10:e0129403. [PMID: 26086272 PMCID: PMC4472519 DOI: 10.1371/journal.pone.0129403] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 05/07/2015] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVE A diabetes patient web portal allows patients to access their personal health record and may improve diabetes outcomes; however, patients' adoption is slow. We aimed to get insight into patients' experiences with a web portal to understand how the portal is being used, how patients perceive the content of the portal and to assess whether redesign of the portal might be needed. MATERIALS AND METHODS A survey among 1500 patients with type 1 and type 2 diabetes with a login to a patient portal. SETTING 62 primary care practices and one outpatient hospital clinic, using a combined patient portal. We compared patients who requested a login but never used it or once ('early quitters') with patients who used it at least two times ('persistent users'). RESULTS 632 patients (42.1%) returned the questionnaire. Their mean age was 59.7 years, 63.1% was male and 81.8% had type 2 diabetes. 413 (65.3%) people were persistent users and 34.7% early quitters. In the multivariable analysis, insulin use (OR2.07; 95%CI[1.18-3.62]), experiencing more frequently hyperglycemic episodes (OR1.30;95%CI[1.14-1.49]) and better diabetes knowledge (OR1.02, 95%CI[1.01-1.03]) do increase the odds of being a persistent user. Persistent users perceived the usefulness of the patient portal significantly more favorable. However, they also more decisively declared that the patient portal is not helpful in supporting life style changes. Early quitters felt significantly more items not applicable in their situation compared to persistent users. Both persistent users (69.8%) and early quitters (58.8%) would prefer a reminder function for scheduled visits. About 60% of both groups wanted information about medication and side-effects in their portal. CONCLUSIONS The diabetes patient web portal might be improved significantly by taking into account the patients' experiences and attitudes. We propose creating separate portals for patients on insulin or not.
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Affiliation(s)
- Maaike C. M. Ronda
- Julius Centre for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | | | - Guy E. H. M. Rutten
- Julius Centre for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
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Ronda MCM, Dijkhorst-Oei LT, Rutten GEHM. Reasons and barriers for using a patient portal: survey among patients with diabetes mellitus. J Med Internet Res 2014; 16:e263. [PMID: 25424228 PMCID: PMC4260081 DOI: 10.2196/jmir.3457] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2014] [Revised: 08/16/2014] [Accepted: 09/09/2014] [Indexed: 12/19/2022] Open
Abstract
Background The use of a Web portal for patients with diabetes mellitus to access their own personal health record may result in improved diabetes outcomes. However, the adoption by patients is slow. This may be caused by patient characteristics, but also by the content, layout, and promotion of the portal. Detailed knowledge about this could help increase patients’ participation in Web portals. Objective The aim was to study the opinions of patients with diabetes and identify perceived barriers to using a Web portal to optimize its use. Methods We conducted a survey among patients with type 1 and type 2 diabetes mellitus from 62 primary care practices and 1 outpatient hospital clinic in the central area of the Netherlands who all used the same electronic health record with a Web portal. Questionnaires about patient characteristics, opinions about reasons for use or nonuse, and about portal content were sent to 1500 patients with a login and 3000 patients without a login to the Web portal. Patient groups were stratified according to login frequency. Demographic and diabetes-related variables were analyzed with multivariable regression analysis. Results The total response rate was 66.63% (2391/4399); 1390 of 4399 patients (31.60%) were eligible for analysis. There were 413 regular users (login frequency more than once) and 758 nonusers (no login). Most nonusers (72.4%) stated that the main reason for not requesting a login was that they were unaware of the existence of the portal. Other barriers reported by patients were disinterest in managing their own disease (28.5%, 216/758) and feelings of inadequacy with the use of computers and Internet (11.6%, 88/758). Patients treated by a general practitioner were more frequently nonusers compared to patients treated by an internist (78.8%, 666/846 vs 28.3%, 92/325; P<.001) and more users than nonusers became aware of the Web portal through their physician (94.9%, 392/413 vs 48.8%, 102/209; P<.001). Nonusers perceived specific portal content as not as useful as regular users did, especially access to laboratory values (71.7%, 383/534 vs 92.3%, 372/403), rereading clinic visits (61.3%, 320/522 vs 89.6%, 360/402), e-messaging (52.0%, 262/504 vs 74.6%, 299/401), and uploading results to the glucose diary (45.3%, 229/506 vs 74.0%, 288/400; all P<.001). Conclusions Our study shows that unawareness of the patient portal is the main barrier of enrollment. Users and nonusers perceive the usefulness of the portal differently and do not have the same recommendations for additional functionalities. To increase patients’ participation in a Web portal, the unawareness of its existence and its possibilities need to be addressed by their health care professionals.
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Affiliation(s)
- Maaike C M Ronda
- Julius Center, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands.
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Roelofsen Y, Hendriks SH, Sieverink F, Landman GWD, Groenier KH, Bilo HJG, Kleefstra N. Differences Between Patients With Type 2 Diabetes Mellitus Interested and Uninterested in the Use of a Patient Platform (e-VitaDM-2/ZODIAC-41). J Diabetes Sci Technol 2014; 8:230-237. [PMID: 24876572 PMCID: PMC4455415 DOI: 10.1177/1932296814524496] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The prevalence of type 2 diabetes mellitus (T2DM) is rising in the Netherlands, and health care's workload will increase. e-Health applications may increase patients' participation in their care and could help reducing workload. To explore potential users, differences in patients interested and uninterested in e-Health are characterized. A prospective cohort study was initiated in the Drenthe region of the Netherlands. This study included inviting T2DM patients to use e-Health (the e-Vita platform). Patients were offered access to clinical data, laboratory results, educational modules, and a self-management support program. Data were obtained from health record systems of general practices and questionnaires. Out of 2674 patients, 1378 (51.5%) participated in the study. Of the 1378 patients, 974 (70.7%) were interested in e-Health. Of 974, 405 (41.6%) were registered for e-Health. Interested patients were more often male, were younger, had shorter T2DM duration, and were higher educated. Of 405, 110 (27.2%) used the e-Health. No differences were found between users and nonusers of e-Health. Patients interested in e-Health were more often male, were younger, had shorter T2DM duration, and were more often higher educated. However, even in this interested group, the actual participation rate remained low. Together with characteristics and attitudes of caregivers and T2DM patients, the look and content of the e-Health platform strategies that increase interest and participation need to be developed.
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Affiliation(s)
| | | | - Floor Sieverink
- Center for eHealth Research and Disease Management, Department of Psychology, Health and Technology, University of Twente, Enschede, the Netherlands
| | | | - Klaas H Groenier
- Diabetes Centre, Isala, Zwolle, the Netherlands University Medical Center Groningen, Department of General Practice, Groningen, the Netherlands
| | - Henk J G Bilo
- Diabetes Centre, Isala, Zwolle, the Netherlands University of Groningen and University Medical Center Groningen, Department of Internal Medicine, Groningen, the Netherlands
| | - Nanne Kleefstra
- Diabetes Centre, Isala, Zwolle, the Netherlands University of Groningen and University Medical Center Groningen, Department of Internal Medicine, Groningen, the Netherlands Langerhans Medical Research Group, Zwolle, the Netherlands
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