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Holetzek T, Häusler A, Gödde K, Rapp M, Spallek J, Holmberg C. The Role of the Installed Base in Information Exchange Among General Practitioners in Germany: Mixed Methods Study. J Med Internet Res 2025; 27:e65241. [PMID: 40127672 PMCID: PMC11976167 DOI: 10.2196/65241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 11/25/2024] [Accepted: 12/26/2024] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Digitalization is steadily advancing on a global scale, exerting a profound influence on health care systems. To facilitate acceptance of the digital transformation, guiding principles emphasize the need for digital health structures to be person-centered and promote high-quality care. This paper examines the implementation challenges within the German health care system, with a particular focus on how change initiatives engage with existing infrastructures and organizational modes of health care delivery. This approach provides a framework for analyzing how established infrastructure determines new developments while also highlighting the procedural dynamics of change and the integration of innovations within existing information infrastructures. These established infrastructures are referred to as the installed base. OBJECTIVE The aim of the study is to examine the installed base encountered by the digital transformation within the German health care system by investigating information exchange practices among general practitioners (GPs) and their communication with other health care actors. METHODS A mixed methods study including a quantitative survey and semistructured qualitative interviews was conducted. The study sample consisted of all publicly accessible GP practices (N=1348) situated in the state of Brandenburg, Germany. The survey captured demographic data, communication practices, and perceived barriers to digitalization. The interviews explored experiences with digital applications. Quantitative data were analyzed using R (R Foundation for Statistical Computing), and qualitative data were managed and analyzed in MAXQDA (VERBI Software GmbH) through content analysis. RESULTS A total of 250 questionnaires (response rate 18.5%) and 10 interviews with GPs were included in the analysis. GPs primarily use the telephone (n=138, 55.2%, SD 24.64), fax (n=109, 43.9%, SD 25.40), or post (n=50, 20.2%, SD 9.46) to exchange information. Newer digital communication channels such as messenger applications (n=2, 0.8%, SD 0.72) and Communication in the Medical Sector (n=1, 0.5%, SD 0.97) play a minor role. We identified three intertwined clusters displaying diverse barriers to the digitalization of GPs' communication practices: (1) incompatibility issues and technical immaturity, (2) lack of knowledge and technical requirements, and (3) additional technical, financial, and time-related burdens. These barriers were perceived as significant deterrents to the adoption of digital tools, with older GPs more reliant on analog systems and more likely to view digitalization as a source of frustration. CONCLUSIONS Newly established communication channels in the German health care system compete with the existing information infrastructure, which is deeply integrated into GPs' practice routines and care processes. However, this installed base has been largely overlooked in digital transformation initiatives. While newer channels hold potential, they often malfunction and are incompatible with long-established, individualized GP workflows. Addressing these issues rather than imposing coercive measures is crucial for increasing adoption. Incorporating health care providers' perspectives and aligning new channels with established routines can prevent frustration and facilitate a smoother digital transformation.
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Affiliation(s)
- Tim Holetzek
- Institute of Social Medicine and Epidemiology, Brandenburg Medical School Theodor Fontane, Brandenburg/Havel, Germany
| | - Andreas Häusler
- Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - Kathrin Gödde
- Institute of Social Medicine and Epidemiology, Brandenburg Medical School Theodor Fontane, Brandenburg/Havel, Germany
| | - Michael Rapp
- Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - Jacob Spallek
- Department of Public Health, Brandenburg University of Technology Cottbus-Senftenberg, Senftenberg, Germany
- Lusatian Centre for Digital Public Health, Brandenburg University of Technology Cottbus-Senftenberg, Senftenberg, Germany
| | - Christine Holmberg
- Institute of Social Medicine and Epidemiology, Brandenburg Medical School Theodor Fontane, Brandenburg/Havel, Germany
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg/Havel, Germany
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Finnegan H, Mountford N. 25 Years of Electronic Health Record Implementation Processes: Scoping Review. J Med Internet Res 2025; 27:e60077. [PMID: 40053758 PMCID: PMC11914847 DOI: 10.2196/60077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 10/18/2024] [Accepted: 12/07/2024] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Electronic health record (EHR) systems have undergone substantial evolution over the past 25 years, transitioning from rudimentary digital repositories to sophisticated tools that are integral to modern health care delivery. These systems have the potential to increase efficiency and improve patient care. However, for these systems to reach their potential, we need to understand how the process of EHR implementation works. OBJECTIVE This scoping review aimed to examine the implementation process of EHRs from 1999 to 2024 and to articulate process-focused recommendations for future EHR implementations that build on this history of EHR research. METHODS We conducted a scoping literature review following a systematic methodological framework. A total of 5 databases were selected from the disciplines of medicine and business: EBSCO, PubMed, Embase, IEEE Explore, and Scopus. The search included studies published from 1999 to 2024 that addressed the process of implementing an EHR. Keywords included "EHR," "EHRS," "Electronic Health Record*," "EMR," "EMRS," "Electronic Medical Record*," "implemen*," and "process." The findings were reported in accordance with the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) checklist. The selected literature was thematically coded using NVivo qualitative analysis software, with the results reported qualitatively. RESULTS This review included 90 studies that described the process of EHR implementation in different settings. The studies identified key elements, such as the role of the government and vendors, the importance of communication and relationships, the provision of training and support, and the implementation approach and cost. Four process-related categories emerged from these results: compliance processes, collaboration processes, competence-development processes, and process costs. CONCLUSIONS Although EHRs hold immense promise in improving patient care, enhancing research capabilities, and optimizing health care efficiency, there is a pressing need to examine the actual implementation process to understand how to approach implementation. Our findings offer 7 process-focused recommendations for EHR implementation formed from analysis of the selected literature.
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Ölcer S, Scheipers M, Erbsland M, Sharma C. Innovative approaches in discussions of diabetes among healthcare sector actors in Germany. J Public Health Policy 2024; 45:610-622. [PMID: 39003331 PMCID: PMC11609090 DOI: 10.1057/s41271-024-00509-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/07/2024] [Indexed: 07/15/2024]
Abstract
The dramatic growth in the rate of diabetes prompts serious debates about awareness, early diagnosis, and care interventions. This Viewpoint aims to explore, from the perspectives of healthcare sector representatives, what challenges and difficulties they face in dealing with diabetes and how these can be overcome. We applied the World Café method for group discussions, which enabled us to bring together 50 stakeholders. They identified challenges at institutional and structural levels under the concepts of awareness, digitalisation, and new forms of care and shared their suggestions for feasible solutions. We learned there is a need for a diabetes map of Germany to identify risk groups and that hybrid solutions should be implemented for treatment, care, prevention, and early diagnosis, considering digital infrastructure. Also, the demand for digital innovation in the healthcare system raised concerns about information transparency and data management.
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Affiliation(s)
- Sabahat Ölcer
- Clinic for Palliative Medicine, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany.
- Department of Human-Centred Technological Development, Institute of Computer Science, Ruhr West University of Applied Sciences, Campus Bottrop, Germany.
- Institute for Management, Economics and Care in the Health Sector, Ludwigshafen University of Business and Society, Ludwigshafen am Rhein, Germany.
| | - Maike Scheipers
- Institute for Management, Economics and Care in the Health Sector, Ludwigshafen University of Business and Society, Ludwigshafen am Rhein, Germany
| | - Manfred Erbsland
- Institute for Management, Economics and Care in the Health Sector, Ludwigshafen University of Business and Society, Ludwigshafen am Rhein, Germany
| | - Constanze Sharma
- Institute for Management, Economics and Care in the Health Sector, Ludwigshafen University of Business and Society, Ludwigshafen am Rhein, Germany
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Krey L, Rabea Z, Krause O, Greten S, Heck J, Boeck AL, Petri S, Wegner F, Klietz M. Missing Medical Data in Neurological Emergency Care Compromise Patient Safety and Healthcare Resources. J Clin Med 2024; 13:6344. [PMID: 39518484 PMCID: PMC11546321 DOI: 10.3390/jcm13216344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 11/16/2024] Open
Abstract
Background: Acute care of patients in the emergency department (ED) can be very challenging when patients attend EDs without their important medical information. This is especially problematic for multimorbid patients under polypharmacy. The aim of this study was to assess systematically the frequency and clinical relevance of incomplete medical data upon ED admission. Methods: The study was conducted in the neurological ED of a German tertiary hospital. The availability and accuracy of medical data of all neurological patients in the ED were assessed upon arrival. Treating ED physicians were asked about the acute care of the patients to clarify whether missing data resulted in delays or complications in the emergency treatment. Additionally, doctors responsible for the inpatient care of patients who were admitted to a ward via the ED were questioned about the course of the inpatient stay to monitor how initially missing data might have influenced the hospital stay. Results: Medical data of 27% of the 272 included patients were missing or incomplete upon admission in the ED. The ED physicians had to make additional phone calls to gather information in 57% of these cases (vs. 22% in patients with complete data, p < 0.0001). Delays between 5 and 240 min were documented due to initially missing data. Unnecessary diagnostic procedures (e.g., lumbar puncture) were performed in 5% of these patients, thus compromising patient safety. Even the inpatient stay was complicated by initially missing data, as doctors still had to spend time (between 10 and 180 min) to gain relevant information. Retrospectively, 5% of hospitalizations could have been avoided if all medical information had been available upon ED admission. Conclusions: Missing medical data caused complications and delays in acute as well as inpatient care of patients admitted to the neurological ED. This compromised patient safety and led to a waste of medical resources and valuable time of the responsible medical team. Therefore, a comprehensive, digital data management system is urgently needed to improve patient safety and facilitate efficient patient care in the ED and beyond.
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Affiliation(s)
- Lea Krey
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Ziad Rabea
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Olaf Krause
- Department of General Medicine and Palliative Care, Center for Medicine of the Elderly, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany
- Center for Geriatric Medicine, Hospital DIAKOVERE Henriettenstift, Schwemannstrasse 19, 30559 Hannover, Germany
| | - Stephan Greten
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Johannes Heck
- Institute for Clinical Pharmacology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany
| | - Anna-Lena Boeck
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Susanne Petri
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Florian Wegner
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
| | - Martin Klietz
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany; (Z.R.); (M.K.)
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Laker K, Bothe T, Ebert N, Heintze C, Schaeffner E, Krüger K. Guidelines or mindlines? - implementing a new CKD guideline in German primary care. BMC PRIMARY CARE 2024; 25:344. [PMID: 39304845 DOI: 10.1186/s12875-024-02589-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 09/02/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND The development of clinical guidelines aimed at GPs is a key strategy to improving the management of chronic kidney disease (CKD). In 2019, the first CKD guideline aimed specifically at GPs practicing in Germany was published by the German College of General Practitioners and Family Physicians (DEGAM.) AIMS: The aim of this study is to identify the barriers and enablers for the implementation of this guideline. The results of this project, together with quantitative evaluation against quality indicators for CKD in primary care will inform an update to the guideline. METHODS We performed 17 semi-structured interviews with GPs practicing in Berlin and Brandenburg. Transcripts were analysed using qualitative content analysis as described by Mayring. RESULTS We found that the perception of low clinical priority of CKD compared to other chronic diseases, opportunity cost of using guidelines, as well as poor patient understanding were significant barriers. GPs expressed that improved graphic design or integration of guideline recommendations in clinical decision support systems were enabling factors. Clinical problems concerning CKD were mostly solved by recourse to informal communication with specialists. GPs reported that they rarely consulted CKD guidelines as an aide to clinical decision making. CONCLUSION The most significant barrier to use was that guidelines were not used as step-by-step decision aide in consultations with patients. Our analysis suggests that informal contact between primary and secondary care is significant conduit for evidence-based information on CKD in German primary care. Implementation projects should support the development of these relationships.
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Affiliation(s)
- Konrad Laker
- Institute of General Practice and Family Medicine, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.
| | - Tim Bothe
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Natalie Ebert
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Christoph Heintze
- Institute of General Practice and Family Medicine, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Elke Schaeffner
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Karen Krüger
- Institute of General Practice and Family Medicine, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany
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Scaioli G, Martella M, Lo Moro G, Prinzivalli A, Guastavigna L, Scacchi A, Butnaru AM, Bert F, Siliquini R. Knowledge, Attitudes, and Practices about Electronic Personal Health Records: A Cross-Sectional Study in a Region of Northern Italy. J Med Syst 2024; 48:42. [PMID: 38630322 PMCID: PMC11023976 DOI: 10.1007/s10916-024-02065-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 04/09/2024] [Indexed: 04/19/2024]
Abstract
The Electronic Personal Health Record (EPHR) provides an innovative service for citizens and professionals to manage health data, promoting patient-centred care. It enhances communication between patients and physicians and improves accessibility to documents for remote medical information management. The study aims to assess the prevalence of awareness and acceptance of the EPHR in northern Italy and define determinants and barriers to its implementation. In 2022, a region-wide cross-sectional study was carried out through a paper-based and online survey shared among adult citizens. Univariable and multivariable regression models analysed the association between the outcome variables (knowledge and attitudes toward the EPHR) and selected independent variables. Overall, 1634 people were surveyed, and two-thirds were aware of the EPHR. Among those unaware of the EPHR, a high prevalence of specific socio-demographic groups, such as foreign-born individuals and those with lower educational levels, was highlighted. Multivariable regression models showed a positive association between being aware of the EPHR and educational level, health literacy, and perceived poor health status, whereas age was negatively associated. A higher knowledge of the EPHR was associated with a higher attitude towards the EPHR. The current analysis confirms a lack of awareness regarding the existence of the EPHR, especially among certain disadvantaged demographic groups. This should serve as a driving force for a powerful campaign tailored to specific categories of citizens for enhancing knowledge and usage of the EPHR. Involving professionals in promoting this tool is crucial for helping patients and managing health data.
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Affiliation(s)
- Giacomo Scaioli
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
- Infection Control Unit, ASL TO3, Turin, Italy
| | - Manuela Martella
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy.
| | - Giuseppina Lo Moro
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
| | - Alessandro Prinzivalli
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
| | - Laura Guastavigna
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
| | - Alessandro Scacchi
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
| | - Andreea Mihaela Butnaru
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
| | - Fabrizio Bert
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
- Infection Control Unit, ASL TO3, Turin, Italy
| | - Roberta Siliquini
- Department of Public Health Sciences and Paediatrics, University of Turin, Via Santena 5bis, Turin, 10126, Italy
- AOU City of Health and Science of Turin, Turin, Italy
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Schmitt T. New governance of the digital health agency: a way out of the joint decision trap to implement electronic health records in Germany? HEALTH ECONOMICS, POLICY, AND LAW 2024; 19:269-288. [PMID: 37694342 DOI: 10.1017/s1744133123000142] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Fragmentation in health systems leads to discontinuities in the provision of health services, reduces the effectiveness of interventions, and increases costs. In international comparisons, Germany is notably lagging in the context of healthcare (data) integration. Despite various political efforts spanning decades, intersectoral care and integrated health data remain controversial and are still in an embryonic phase in the country. Even more than 2 years after its launch, electronic health record (elektronische Patientenakte; ePA) users in Germany constitute only 1 per cent of the statutorily insured population, and ongoing political debates suggest that the path to broader coverage is fraught with complexities. By exploring the main stakeholders in the existing (fragmented) health system governance in Germany and their sectoral interests, this paper examines the implementation of ePA through the lens of corporatism, offering insights based on an institutional decision theory. The central point is that endeavours to better integrate health data for clinical care, scientific research and evidence-informed policymaking in Germany will need to address the roles of corporatism and self-governance.
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Affiliation(s)
- Tugce Schmitt
- Hertie School, Berlin, Germany
- Department of International Health, Faculty of Health, Medicine and Life Sciences, Care and Public Health Research Institute - CAPHRI, Maastricht University, Maastricht, The Netherlands
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Strumann C, Pfau L, Wahle L, Schreiber R, Steinhäuser J. Designing and Implementation of a Digitalized Intersectoral Discharge Management System and Its Effect on Readmissions: Mixed Methods Approach. J Med Internet Res 2024; 26:e47133. [PMID: 38530343 PMCID: PMC11005442 DOI: 10.2196/47133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/13/2023] [Accepted: 01/31/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Digital transformation offers new opportunities to improve the exchange of information between different health care providers, including inpatient, outpatient and care facilities. As information is especially at risk of being lost when a patient is discharged from a hospital, digital transformation offers great opportunities to improve intersectoral discharge management. However, most strategies for improvement have focused on structures within the hospital. OBJECTIVE This study aims to evaluate the implementation of a digitalized discharge management system, the project "Optimizing instersectoral discharge management" (SEKMA, derived from the German Sektorübergreifende Optimierung des Entlassmanagements), and its impact on the readmission rate. METHODS A mixed methods design was used to evaluate the implementation of a digitalized discharge management system and its impact on the readmission rate. After the implementation, the congruence between the planned (logic model) and the actual intervention was evaluated using a fidelity analysis. Finally, bivariate and multivariate analyses were used to evaluate the effectiveness of the implementation on the readmission rate. For this purpose, a difference-in-difference approach was adopted based on routine data of hospital admissions between April 2019 and August 2019 and between April 2022 and August 2022. The department of vascular surgery served as the intervention group, in which the optimized discharge management was implemented in April 2022. The departments of internal medicine and cardiology formed the control group. RESULTS Overall, 26 interviews were conducted, and we explored 21 determinants, which can be categorized into 3 groups: "optimization potential," "barriers," and "enablers." On the basis of these results, 19 strategies were developed to address the determinants, including a lack of networking among health care providers, digital information transmission, and user-unfriendliness. On the basis of these strategies, which were prioritized by 11 hospital physicians, a logic model was formulated. Of the 19 strategies, 7 (37%; eg, electronic discharge letter, providing mobile devices to the hospital's social service, and generating individual medication plans in the format of the national medication plan) have been implemented in SEKMA. A survey on the fidelity of the application of the implemented strategies showed that 3 of these strategies were not yet widely applied. No significant effect of SEKMA on readmissions was observed in the routine data of 14,854 hospital admissions (P=.20). CONCLUSIONS This study demonstrates the potential of optimizing intersectoral collaboration for patient care. Although a significant effect of SEKMA on readmissions has not yet been observed, creating a digital ecosystem that connects different health care providers seems to be a promising approach to ensure secure and fast networking of the sectors. The described intersectoral optimization of discharge management provides a structured template for the implementation of a similar local digital care networking infrastructure in other care regions in Germany and other countries with a similarly fragmented health care system.
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Affiliation(s)
- Christoph Strumann
- Institute of Family Medicine, University Medical Centre Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Lisa Pfau
- Institute of Family Medicine, University Medical Centre Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Laila Wahle
- Lacanja GmbH Health Innovation Port, Hamburg, Germany
| | - Raphael Schreiber
- Institute of Family Medicine, University Medical Centre Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Jost Steinhäuser
- Institute of Family Medicine, University Medical Centre Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
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Nürnberger C, Kühlein T, Hueber S. What do people know and think about medical overuse? an online questionnaire study in Germany. PLoS One 2024; 19:e0299907. [PMID: 38451967 PMCID: PMC10919641 DOI: 10.1371/journal.pone.0299907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 02/17/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND Medical overuse is defined as health care services that exceed the individual needs of patients and when the potential harms of medical interventions exceed their benefits. It has impacts on patients as well as on health care resources. To address medical overuse, it is important to understand the knowledge and experiences of overuse on the side of patients. RESEARCH QUESTIONS What is the citizens' understanding of overuse? How do they assess its relevance, causes, consequences and potential solutions? METHODS A quantitative online survey was conducted. The participants were asked to state what they understand by medical overuse. Statements on causes, consequences and possible solutions were evaluated. Recruitment was carried out via a panel of a market research institute (Schlesinger Group). RESULTS The survey was completed by 406 participants. In terms of age and gender, the sample corresponded to the distribution in the German population. The majority had never heard of medical overuse (58%). About 60% assumed that medical overuse means "too much medicine including overtreatment and overtesting". Medical overuse was mainly suspected for services not covered by the public health insurance system (56%), surgical interventions (45%) and medication prescriptions (37%). Reasons for medical overuse were seen in uncoordinated care and financial incentives, but also in the expectations of patients. The main problem with medical overuse was seen in rising health care costs, while harmful physical and mental consequences for patients were mentioned less often. In order to reduce medical overuse, little importance was attributed to a primary care based system or higher financial contribution of patients. Instead, stricter cost control on the side of physicians and better coordination between care providers were suggested as solutions. Differences in socio-demographic characteristics hardly showed any differences in response behavior. CONCLUSION More than half of the respondents had never heard of medical overuse. Overuse was mainly associated with financial causes and consequences. It was not seen that overuse can be harmful for patients directly. The limited awareness of the problem of overuse probably is a barrier to tackling it effectively. Communicating the topic to the public might therefore be an effective start to mitigate medical overuse. TAKE HOME MESSAGE Many citizens seem not to be familiar with the concept of medical overuse, especially not with the fact that it may directly cause harm to patients. Informing citizens about the harms of medical overuse might be helpful in mitigating it.
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Affiliation(s)
- Carolin Nürnberger
- Faculty of Medicine, Friedrich-Alexander-University Erlangen Nürnberg (FAU), Erlangen, Germany
- Institute of General Practice, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Thomas Kühlein
- Institute of General Practice, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Susann Hueber
- Institute of General Practice, Universitätsklinikum Erlangen, Erlangen, Germany
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Melhem SJ, Nabhani-Gebara S, Kayyali R. Leveraging e-health for enhanced cancer care service models in middle-income contexts: Qualitative insights from oncology care providers. Digit Health 2024; 10:20552076241237668. [PMID: 38486873 PMCID: PMC10938624 DOI: 10.1177/20552076241237668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 02/20/2024] [Indexed: 03/17/2024] Open
Abstract
Background Global cancer research has predominantly favoured high-income countries (HICs). The unique challenges in low- and middle-income countries (LMICs) demand tailored research approaches, accentuated further by the disparities highlighted during the COVID-19 pandemic. Aim and objectives This research endeavoured to dissect the intricacies of cancer care in LMICs, with Jordan serving as a case study. Specifically, the study aimed to conduct an in-depth analysis of the prevailing cancer care model and assess the transformative potential of eHealth technologies in bolstering cancer care delivery. Methods Utilising a qualitative methodology, in-depth semi-structured interviews with oncology healthcare professionals were executed. Data underwent inductive thematic analysis as per Braun and Clarke's guidelines. Results From the analysed data, two dominant themes surfaced. Firstly, "The current state of cancer care delivery" was subdivided into three distinct subthemes. Secondly, "Opportunities for enhanced care delivery via e-health" underscored the urgency of digital health reforms. Conclusion The need to restrategise cancer care in LMICs is highlighted by this study, using the Jordanian healthcare context as a reference. The transformative potential of e-health initiatives has been illustrated. However, the relevance of this study might be limited by its region-specific approach. Future research is deemed essential for deeper exploration into the integration of digital health within traditional oncology settings across diverse LMICs, emphasising the significance of telemedicine in digital-assisted care delivery reforms.
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Affiliation(s)
- Samar J Melhem
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
- Department of Biopharmaceutics and Clinical Pharmacy, School of Pharmacy, The University of Jordan, Amman, Jordan
| | - Shereen Nabhani-Gebara
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
| | - Reem Kayyali
- Department of Pharmacy, School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston upon Thames, Surrey, UK
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Holmgren AJ, Esdar M, Hüsers J, Coutinho-Almeida J. Health Information Exchange: Understanding the Policy Landscape and Future of Data Interoperability. Yearb Med Inform 2023; 32:184-194. [PMID: 37414031 PMCID: PMC10751121 DOI: 10.1055/s-0043-1768719] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023] Open
Abstract
OBJECTIVES To review recent literature on health information exchange (HIE), focusing on the policy approach of five case study nations: the United States of America, the United Kingdom, Germany, Israel, and Portugal, as well as synthesize lessons learned across countries and provide recommendations for future research. METHODS A narrative review of each nation's HIE policy frameworks, current state, and future HIE strategy. RESULTS Key themes that emerged include the importance of both central decision-making as well as local innovation, the multiple and complex challenges of broad HIE adoption, and the varying role of HIE across different national health system structures. CONCLUSION HIE is an increasingly important capability and policy priority as electronic health record (EHR) adoption becomes more common and care delivery is increasingly digitized. While all five case study nations have adopted some level of HIE, there are significant differences across their level of data sharing infrastructure and maturity, and each nation took a different policy approach. While identifying generalizable strategies across disparate international systems is challenging, there are several common themes across successful HIE policy frameworks, such as the importance of central government prioritization of data sharing. Finally, we make several recommendations for future research to expand the breadth and depth of the literature on HIE and guide future decision-making by policymakers and practitioners.
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Affiliation(s)
| | - Moritz Esdar
- University of Applied Sciences Osnabrueck, Germany
| | - Jens Hüsers
- University of Applied Sciences Osnabrueck, Germany
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12
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Vintilă M, Mischianu D, Honțaru OS, Dobra M, Sterian AG. Use of Digital Healthcare Communication to Improve Urologists' Surveillance of Lithiasis Patients Treated with Internal Urinary Drainage Pre- and Post-COVID-19 Period. Healthcare (Basel) 2023; 11:1776. [PMID: 37372894 PMCID: PMC10297990 DOI: 10.3390/healthcare11121776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/12/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
The COVID-19 pandemic has greatly affected lithiasis patients, which has led to an increase in the number of internal stents that have been installed. In this paper, two studies were carried out, a clinical study and a quantitative study. The aim of the first study was to evaluate the incidence and the prevalence of bacterial urinary colonization in patients with obstructive urolithiasis who needed internal stents implanted. In the second study, a multiple linear regression was created to identify the opinion of urologists regarding the importance of using digital technologies to improve the communication process. The result of the clinical study illustrates that the prevalence of urinary colonization in patients with internal stents carried out for obstructive urolithiasis was 35%, with this value being influenced by co-infection with COVID-19. The results of the quantitative study illustrated the fact that urologists are open to using new online technologies to facilitate communication with patients. The results have high importance for both doctors and patients, illustrating the main factors that have the ability to influence the communication process. The hospital managers should take into account the results obtained in this study when they choose to use certain online communication technologies with patients.
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Affiliation(s)
- Mihai Vintilă
- Faculty of Medicine, University of Medicine and Pharmacy “Carol Davila” Bucharest, 020021 Bucharest, Romania;
| | - Dan Mischianu
- Department of Urology, University of Medicine and Pharmacy “Carol Davila” Bucharest, 020021 Bucharest, Romania;
- Department of Urology, University Emergency Central Military Hospital, 010825 Bucharest, Romania
| | - Octavia-Sorina Honțaru
- Faculty of Sciences, Physical Education and Informatics, University of Pitesti, Târgul din Vale 1, Arges, 110040 Pitesti, Romania
- Department of Public Health Arges, Exercitiu 39 bis, Arges, 110438 Pitești, Romania
| | - Mihai Dobra
- Center of Uronephrology and Renal Transplant Fundeni, University of Medicine and Pharmacy “Carol Davila” Bucharest, 020021 Bucharest, Romania
| | - Alin Gabriel Sterian
- Department of Pediatric Surgery and Orthopedics, University of Medicine and Pharmacy “Carol Davila” Bucharest, 020021 Bucharest, Romania;
- Emergency Hospital for Children Grigore Alexandrescu, 30-32 Iancu de Hunedoara Boulevard, 011743 Bucharest, Romania
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Frei J, Kramer F. German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation. JMIR Form Res 2023; 7:e39077. [PMID: 36853741 PMCID: PMC10015355 DOI: 10.2196/39077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 09/11/2022] [Accepted: 11/03/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Data mining in the field of medical data analysis often needs to rely solely on the processing of unstructured data to retrieve relevant data. For German natural language processing, few open medical neural named entity recognition (NER) models have been published before this work. A major issue can be attributed to the lack of German training data. OBJECTIVE We developed a synthetic data set and a novel German medical NER model for public access to demonstrate the feasibility of our approach. In order to bypass legal restrictions due to potential data leaks through model analysis, we did not make use of internal, proprietary data sets, which is a frequent veto factor for data set publication. METHODS The underlying German data set was retrieved by translation and word alignment of a public English data set. The data set served as a foundation for model training and evaluation. For demonstration purposes, our NER model follows a simple network architecture that is designed for low computational requirements. RESULTS The obtained data set consisted of 8599 sentences including 30,233 annotations. The model achieved a class frequency-averaged F1 score of 0.82 on the test set after training across 7 different NER types. Artifacts in the synthesized data set with regard to translation and alignment induced by the proposed method were exposed. The annotation performance was evaluated on an external data set and measured in comparison with an existing baseline model that has been trained on a dedicated German data set in a traditional fashion. We discussed the drop in annotation performance on an external data set for our simple NER model. Our model is publicly available. CONCLUSIONS We demonstrated the feasibility of obtaining a data set and training a German medical NER model by the exclusive use of public training data through our suggested method. The discussion on the limitations of our approach includes ways to further mitigate remaining problems in future work.
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Affiliation(s)
- Johann Frei
- IT Infrastructure for Translational Medical Research, University of Augsburg, Augsburg, Germany
| | - Frank Kramer
- IT Infrastructure for Translational Medical Research, University of Augsburg, Augsburg, Germany
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Reinke C, Doblhammer G, Schmid M, Welchowski T. Dementia risk predictions from German claims data using methods of machine learning. Alzheimers Dement 2023; 19:477-486. [PMID: 35451562 DOI: 10.1002/alz.12663] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 02/21/2022] [Accepted: 02/25/2022] [Indexed: 11/07/2022]
Abstract
INTRODUCTION We examined whether German claims data are suitable for dementia risk prediction, how machine learning (ML) compares to classical regression, and what the important predictors for dementia risk are. METHODS We analyzed data from the largest German health insurance company, including 117,895 dementia-free people age 65+. Follow-up was 10 years. Predictors were: 23 age-related diseases, 212 medical prescriptions, 87 surgery codes, as well as age and sex. Statistical methods included logistic regression (LR), gradient boosting (GBM), and random forests (RFs). RESULTS Discriminatory power was moderate for LR (C-statistic = 0.714; 95% confidence interval [CI] = 0.708-0.720) and GBM (C-statistic = 0.707; 95% CI = 0.700-0.713) and lower for RF (C-statistic = 0.636; 95% CI = 0.628-0.643). GBM had the best model calibration. We identified antipsychotic medications and cerebrovascular disease but also a less-established specific antibacterial medical prescription as important predictors. DISCUSSION Our models from German claims data have acceptable accuracy and may provide cost-effective decision support for early dementia screening.
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Affiliation(s)
- Constantin Reinke
- Institute for Sociology and Demography, University of Rostock, Rostock, Germany
| | - Gabriele Doblhammer
- Institute for Sociology and Demography, University of Rostock, Rostock, Germany.,German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases, Bonn, Germany.,Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), Medical Faculty, University of Bonn, Bonn, Germany
| | - Thomas Welchowski
- Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), Medical Faculty, University of Bonn, Bonn, Germany
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15
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Barbalho IMP, Fernandes F, Barros DMS, Paiva JC, Henriques J, Morais AHF, Coutinho KD, Coelho Neto GC, Chioro A, Valentim RAM. Electronic health records in Brazil: Prospects and technological challenges. Front Public Health 2022; 10:963841. [PMID: 36408021 PMCID: PMC9669479 DOI: 10.3389/fpubh.2022.963841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/18/2022] [Indexed: 11/06/2022] Open
Abstract
Electronic Health Records (EHR) are critical tools for advancing digital health worldwide. In Brazil, EHR development must follow specific standards, laws, and guidelines that contribute to implementing beneficial resources for population health monitoring. This paper presents an audit of the main approaches used for EHR development in Brazil, thus highlighting prospects, challenges, and existing gaps in the field. We applied a systematic review protocol to search for articles published from 2011 to 2021 in seven databases (Science Direct, Web of Science, PubMed, Springer, IEEE Xplore, ACM Digital Library, and SciELO). Subsequently, we analyzed 14 articles that met the inclusion and quality criteria and answered our research questions. According to this analysis, 78.58% (11) of the articles state that interoperability between systems is essential for improving patient care. Moreover, many resources are being designed and deployed to achieve this communication between EHRs and other healthcare systems in the Brazilian landscape. Besides interoperability, the articles report other considerable elements: (i) the need for increased security with the deployment of permission resources for viewing patient data, (ii) the absence of accurate data for testing EHRs, and (iii) the relevance of defining a methodology for EHR development. Our review provides an overview of EHR development in Brazil and discusses current gaps, innovative approaches, and technological solutions that could potentially address the related challenges. Lastly, our study also addresses primary elements that could contribute to relevant components of EHR development in the context of Brazil's public health system. Systematic review registration: PROSPERO, identifier CRD42021233219, https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021233219.
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Affiliation(s)
- Ingridy M. P. Barbalho
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Felipe Fernandes
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Daniele M. S. Barros
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Jailton C. Paiva
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Jorge Henriques
- Department of Informatics Engineering, Center for Informatics and Systems of the University of Coimbra, Universidade de Coimbra, Coimbra, Portugal
| | - Antônio H. F. Morais
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Karilany D. Coutinho
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Giliate C. Coelho Neto
- Departamento de Medicina Preventiva, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Arthur Chioro
- Departamento de Medicina Preventiva, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Ricardo A. M. Valentim
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
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Zeschick N, Gollnick J, Muth J, Hörbrand F, Killian P, Krombholz W, Donner-Banzhoff N, Kühlein T, Sebastião M. [Prescribing behavior of Bavarian general practitioners at the inpatient-outpatient interface within the context of the Bavarian active substance agreement-qualitative results of the WirtMed Study]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2022; 65:900-908. [PMID: 35838813 PMCID: PMC9436878 DOI: 10.1007/s00103-022-03563-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 06/21/2022] [Indexed: 11/30/2022]
Abstract
Hintergrund und Ziel Zur transparenten Steuerung der Arzneimittelausgaben im Rahmen des Wirtschaftlichkeitsgebots (§ 12 Fünftes Buch Sozialgesetzbuch (SGB V)) hat die Kassenärztliche Vereinigung Bayerns im Jahr 2014 die Wirkstoffvereinbarung (WSV) eingeführt. Diese hat die Richtgrößensystematik abgelöst. Mit Bezug auf die Rolle der WSV werden im Artikel die Gründe der Hausärzt*innen (HÄ) für oder gegen eine Weiterverordnung von Arzneimitteln aus dem Krankenhaus beschrieben. Material und Methode In einem qualitativen Studiendesign wurden im Zeitraum 11/2019 bis 03/2020 mit bayerischen HÄ Einzelinterviews (n = 18) und 2 Fokusgruppen (n = 10) durchgeführt und nach der qualitativen Inhaltsanalyse ausgewertet. Ergebnisse Mit der Einführung der WSV nahmen die Regresssorgen der HÄ insgesamt ab. Große Bedeutung bei Verordnungen haben – vor der Wirtschaftlichkeit – die patient*innenorientierte Versorgung und fachliche Richtigkeit von Therapieentscheidungen. Mit der Entlassmedikation ergeben sich wirtschaftliche Herausforderungen, besonders mit dem Leitsubstanzziel der oralen Antikoagulation, den Generikazielen bei Antidiabetika und bei Therapeutika für das Herz-Kreislauf-System. Allgemein kritisiert werden Rabattverträge, die oft zu Umstellungen von Arzneimitteln führen. Vereinzelt wird von einer „Vormachtstellung“ der Klinikärzt*innen berichtet, die dem hausärztlichen wirtschaftlichen Handeln entgegenstehen. Es fehlt laut HÄ eine sektorenübergreifende Kostenverantwortung. Diskussion Ein reibungsloser Schnittstellenübergang ist aus Sicht der HÄ trotz des Rahmenvertrags Entlassmanagement und der neuen Steuerungssystematik der WSV im ambulanten Sektor noch nicht vorhanden. Für eine wirtschaftliche Arzneimittelversorgung bedarf es weiterhin einer sektorenübergreifenden, aber auch bundesländerübergreifenden politischen Diskussion. Zusatzmaterial online Im Onlinematerial sind vertiefende Informationen zu der Methodik (Onlinematerial 1: Interview- und Fokusgruppenleitfaden) sowie zur Auswertung (Onlinematerial 2: Kategoriensystem) dieser Studie (10.1007/s00103-022-03563-6) verfügbar.
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Affiliation(s)
- Nikoletta Zeschick
- Allgemeinmedizinisches Institut, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Deutschland
| | - Julia Gollnick
- Abteilung für Allgemeinmedizin, Präventive und Rehabilitative Medizin, Philipps Universität Marburg, Marburg, Deutschland
| | - Julia Muth
- Abteilung für Allgemeinmedizin, Präventive und Rehabilitative Medizin, Philipps Universität Marburg, Marburg, Deutschland
| | | | - Peter Killian
- Kassenärztliche Vereinigung Bayerns, München, Deutschland
| | | | - Norbert Donner-Banzhoff
- Abteilung für Allgemeinmedizin, Präventive und Rehabilitative Medizin, Philipps Universität Marburg, Marburg, Deutschland
| | - Thomas Kühlein
- Allgemeinmedizinisches Institut, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Deutschland
| | - Maria Sebastião
- Allgemeinmedizinisches Institut, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Deutschland.
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Harahap NC, Handayani PW, Hidayanto AN. Barriers and facilitators of personal health record adoption in Indonesia: Health facilities' perspectives. Int J Med Inform 2022; 162:104750. [PMID: 35339888 DOI: 10.1016/j.ijmedinf.2022.104750] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 03/16/2022] [Accepted: 03/18/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Personal health record (PHR) has been extensively used in developed countries; however, it has been limitedly adopted in developing countries. This study was conducted in Indonesia: a developing country with the largest population in Southeast Asia. PHR that is integrated with health providers is needed to achieve a transformation from a health provider-centered to a patient-centered healthcare system. OBJECTIVE To qualitatively analyze barriers and facilitators of PHR adoption by health facilities in Indonesia from the technological, organizational, environmental, and individual factors. METHODS In this qualitative study, we used semi-structured interviews with three health facility directors, 17 IT heads, eight physicians, and three nurses from 10 primary healthcare facilities, nine government hospitals, and six private hospitals in Indonesia. Interview data were analyzed using thematic analysis in NVivo 12. The analysis stages involved familiarizing data, generating initial codes, searching themes, evaluating themes, defining and naming themes, and writing reports. RESULTS Regarding technological factors, the barriers to PHR adoption include security and privacy, interoperability, and infrastructure. Organizational support can facilitate PHR adoption in terms of organizational factors, while a lack of human resources is a barrier to PHR adoption. Regarding environmental factors, the lack of government regulations is the barrier to PHR adoption, while competition between health facilities and vendor support could facilitate PHR adoption. Finally, regarding individual factors, perceived usefulness and ease of use can be facilitators of PHR adoption, while user attitudes and e-health literacy can be barriers to PHR adoption. CONCLUSIONS This study is expected to comprehensively understand PHR adoption in Indonesia and could be applied to other developing countries with similar technological, legal, or cultural characteristics as Indonesia. This study also provides information that can guide health regulators, health facilities, or PHR vendors in planning the implementation of integrated PHR.
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Affiliation(s)
| | - Putu Wuri Handayani
- Faculty of Computer Science, University of Indonesia, Depok 16424, Indonesia.
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Chapman R, Haroon S, Simms-Williams N, Bhala N, Miah F, Nirantharakumar K, Ferguson J. Socioeconomic deprivation, age and language are barriers to accessing personal health records: a cross-sectional study of a large hospital-based personal health record system. BMJ Open 2022; 12:e054655. [PMID: 35058264 PMCID: PMC8783813 DOI: 10.1136/bmjopen-2021-054655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES To investigate barriers to accessing a hospital-based personal health record (PHR) system. DESIGN Retrospective cross-sectional study. SETTING This study was conducted in a large secondary and tertiary acute care trust in Birmingham, UK. PARTICIPANTS Data were collected from 28 637 patients who attended liver medicine, diabetes, renal medicine or endocrinology specialist outpatient clinics from 1 June 2017 to 31 May 2018. PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome measure was sign up to and activation of the PHR. The secondary outcomes were the use of the PHR, defined as the number of logons and frequency of access of specific PHR functions. RESULTS 8070 patients (28.2%) were signed up to the PHR and 4286 patients (53.1% of those signed up) went on to activate their PHR account. Patients aged 75 years and older were significantly less likely to be signed up (adjusted OR, aOR 0.40, 95% CI 0.36 to 0.44) or to activate (aOR 0.39, 0.32 to 0.47) their PHR than patients aged 35-54. Patients who did not need an interpreter were more likely to be signed up (aOR 1.63, 95% CI 1.33 to 1.99) and to activate (aOR 3.16, 95% CI 1.96 to 5.09) their PHR. Patients living in the least deprived areas were more than twice as likely to be signed up (aOR 2.31, 95% CI 2.04 to 2.63), and were three times more likely to activate their PHR (aOR 2.99, 95% CI 2.40 to 3.71), than those in the most deprived. CONCLUSION Socioeconomic deprivation, older age and non-English language were significant barriers to accessing a hospital-based PHR. Strategies are needed to account for these factors to ensure that PHRs do not widen health inequalities.
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Affiliation(s)
- Rachel Chapman
- University of Birmingham Institute of Applied Health Research, Birmingham, UK
| | - Shamil Haroon
- University of Birmingham Institute of Applied Health Research, Birmingham, UK
| | | | - Neeraj Bhala
- University of Birmingham Institute of Applied Health Research, Birmingham, UK
- Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Foyzal Miah
- Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | - James Ferguson
- Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- National Institute for Health Research, Birmingham, UK
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Tseng CY, Chen RJ, Tsai SY, Wu TR, Tsaur WJ, Chiu HW, Lo YS. Exploring the COVID-19 Pandemic as a Catalyst for PHR App User Behavior Change in Taiwan: A Development and Usability Study. J Med Internet Res 2021; 24:e33399. [PMID: 34951863 PMCID: PMC8734605 DOI: 10.2196/33399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 12/08/2021] [Accepted: 12/16/2021] [Indexed: 11/18/2022] Open
Abstract
Background During the COVID-19 pandemic, personal health records (PHRs) have enabled patients to monitor and manage their medical data without visiting hospitals and, consequently, minimize their infection risk. Taiwan’s National Health Insurance Administration (NHIA) launched the My Health Bank (MHB) service, a national PHR system through which insured individuals to access their cross-hospital medical data. Furthermore, in 2019, the NHIA released the MHB software development kit (SDK), which enables development of mobile apps with which insured individuals can retrieve their MHB data. However, the NHIA MHB service has its limitations, and the participation rate among insured individuals is low. Objective We aimed to integrate the MHB SDK with our developed blockchain-enabled PHR mobile app, which enables patients to access, store, and manage their cross-hospital PHR data. We also collected and analyzed the app’s log data to examine patients’ MHB use during the COVID-19 pandemic. Methods We integrated our existing blockchain-enabled mobile app with the MHB SDK to enable NHIA MHB data retrieval. The app utilizes blockchain technology to encrypt the downloaded NHIA MHB data. Existing and new indexes can be synchronized between the app and blockchain nodes, and high security can be achieved for PHR management. Finally, we analyzed the app’s access logs to compare patients’ activities during high and low COVID-19 infection periods. Results We successfully integrated the MHB SDK into our mobile app, thereby enabling patients to retrieve their cross-hospital medical data, particularly those related to COVID-19 rapid and polymerase chain reaction testing and vaccination information and progress. We retrospectively collected the app’s log data for the period of July 2019 to June 2021. From January 2020, the preliminary results revealed a steady increase in the number of people who applied to create a blockchain account for access to their medical data and the number of app subscribers among patients who visited the outpatient department (OPD) and emergency department (ED). Notably, for patients who visited the OPD and ED, the peak proportions with respect to the use of the app for OPD and ED notes and laboratory test results also increased year by year. The highest proportions were 52.40% for ED notes in June 2021, 88.10% for ED laboratory test reports in May 2021, 34.61% for OPD notes in June 2021, and 41.87% for OPD laboratory test reports in June 2021. These peaks coincided with Taiwan’s local COVID-19 outbreak lasting from May to June 2021. Conclusions This study developed a blockchain-enabled mobile app, which can periodically retrieve and integrate PHRs from the NHIA MHB's cross-hospital data and the investigated hospital's self-pay medical data. Analysis of users’ access logs revealed that the COVID-19 pandemic substantially increased individuals’ use of PHRs and their health awareness with respect to COVID-19 prevention.
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Affiliation(s)
| | - Ray-Jade Chen
- Taipei Medical University, 250 Wu-Hsing Street, Taipei city, Taiwan 110, Taipei, TW
| | - Shang-Yu Tsai
- Taipei Medical University, 250 Wu-Hsing Street, Taipei city, Taiwan 110, Taipei, TW
| | | | | | - Hung-Wen Chiu
- Taipei Medical University, 250 Wu-Hsing Street, Taipei city, Taiwan 110, Taipei, TW
| | - Yu-Sheng Lo
- Taipei Medical University, 250 Wu-Hsing Street, Taipei city, Taiwan 110, Taipei, TW
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Harahap NC, Handayani PW, Hidayanto AN. Functionalities and Issues in the Implementation of Personal Health Records: Systematic Review. J Med Internet Res 2021; 23:e26236. [PMID: 34287210 PMCID: PMC8339989 DOI: 10.2196/26236] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 03/07/2021] [Accepted: 05/24/2021] [Indexed: 12/28/2022] Open
Abstract
Background Functionalities of personal health record (PHR) are evolving, and continued discussions about PHR functionalities need to be performed to keep it up-to-date. Technological issues such as nonfunctional requirements should also be discussed in the implementation of PHR. Objective This study systematically reviewed the main functionalities and issues in implementing the PHR. Methods This systematic review was conducted using Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. The search is performed using the online databases Scopus, ScienceDirect, IEEE, MEDLINE, CINAHL, and PubMed for English journal articles and conference proceedings published between 2015 and 2020. Results A total of 105 articles were selected in the review. Seven function categories were identified in this review, which is grouped into basic and advanced functions. Health records and administrative records were grouped into basic functions. Medication management, communication, appointment management, education, and self-health monitoring were grouped into advanced functions. The issues found in this study include interoperability, security and privacy, usability, data quality, and personalization. Conclusions In addition to PHR basic and advanced functions, other supporting functionalities may also need to be developed based on the issues identified in this study. This paper provides an integrated PHR architectural model that describes the functional requirements and data sources of PHRs.
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Bossert J, Ludwig M, Wronski P, Koetsenruijter J, Krug K, Villalobos M, Jacob J, Walker J, Thomas M, Wensing M. Lung cancer patients' comorbidities and attendance of German ambulatory physicians in a 5-year cross-sectional study. NPJ Prim Care Respir Med 2021; 31:2. [PMID: 33510177 PMCID: PMC7844218 DOI: 10.1038/s41533-020-00214-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 12/07/2020] [Indexed: 12/16/2022] Open
Abstract
The majority of lung cancer patients are diagnosed with an advanced stage IV, which has short survival time. Many lung cancer patients have comorbidities, which influence treatment and patients’ quality of life. The aim of the study is to describe comorbidities in incident lung cancer patients and explore their attendance of ambulatory care physicians in Germany. In the observed period, 13,111 persons were first diagnosed with lung cancer (1-year incidence of 36.4 per 100,000). The mean number of comorbidities over 4 quarters was 30.77 ± 13.18; mean Charlson Comorbidity Index was 6.66 ± 2.24. In Germany, ambulatory care physicians most attended were general practitioners (2.6 quarters with contact within 4 quarters). Lung cancer was diagnosed by a general practitioner in 38% of the 13,111 incident patients. The average number of ambulatory care physician contacts over 4 quarters was 35.82 ± 27.31. High numbers of comorbidities and contacts in ambulatory care are common in patients with lung cancer. Therefore, a cross-sectoral and interdisciplinary approach is required for effective, patient-centred care. This was a 5-year cross-sectoral study, based on the InGef research database, which covers anonymized health insurance data of 7.2 million individuals in Germany. Incident lung cancer patients in a 5-year period (2013–2017) were identified. Descriptive statistics were calculated for sociodemographic characteristics, comorbidities, and attendance of ambulatory care physicians.
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Affiliation(s)
- Jasmin Bossert
- Department of General Practice and Health Service Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany.
| | - Marion Ludwig
- InGef - Institute for Applied Health Research Berlin GmbH, Spittelmarkt 12, 10117, Berlin, Germany
| | - Pamela Wronski
- Department of General Practice and Health Service Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Jan Koetsenruijter
- Department of General Practice and Health Service Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Katja Krug
- Department of General Practice and Health Service Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Matthias Villalobos
- Department of Thoracic Oncology, University Hospital Heidelberg and Translational Lung Research Centre Heidelberg (TLRC-H), Member of the German Centre for Lung Research (DZL), Heidelberg, Germany
| | - Josephine Jacob
- InGef - Institute for Applied Health Research Berlin GmbH, Spittelmarkt 12, 10117, Berlin, Germany
| | - Jochen Walker
- InGef - Institute for Applied Health Research Berlin GmbH, Spittelmarkt 12, 10117, Berlin, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, University Hospital Heidelberg and Translational Lung Research Centre Heidelberg (TLRC-H), Member of the German Centre for Lung Research (DZL), Heidelberg, Germany
| | - Michel Wensing
- Department of General Practice and Health Service Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
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Weis A, Pohlmann S, Poss-Doering R, Strauss B, Ullrich C, Hofmann H, Ose D, Winkler EC, Szecsenyi J, Wensing M. Caregivers' role in using a personal electronic health record: a qualitative study of cancer patients and caregivers in Germany. BMC Med Inform Decis Mak 2020; 20:158. [PMID: 32660600 PMCID: PMC7358207 DOI: 10.1186/s12911-020-01172-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 06/29/2020] [Indexed: 11/27/2022] Open
Abstract
Background Particularly in the context of severe diseases like cancer, many patients wish to include caregivers in the planning of treatment and care. Many caregivers like to be involved but feel insufficiently enabled. This study aimed at providing insight into patients’ and caregivers’ perspectives on caregivers’ roles in managing the patient portal of an electronic personal health record (PHR). Methods A descriptive qualitative study was conducted comprising two study phases: (1) Usability tests and interviews with patients with cancer and caregivers (2) additional patient interviews after a 3-month-pilot-testing of the PHR. For both study parts, a convenience sample was selected, focusing on current state of health and therapy process and basic willingness to participate and ending up with a mixed sample as well as saturation of data. All interviews were audio-recorded, pseudonymized, transcribed verbatim and qualitatively analyzed. Results Two main categories emerged from qualitative data: ‘Caregivers’ role’ and ‘Graduation of access rights’ – consisting of four subcategories each. The interviewed patients (n = 22) and caregivers (n = 9) felt that the involvement of caregivers is central to foster the acceptance of a PHR for cancer patients. However, their role varied from providing technical support to representing patients, e.g. if the patient’s state of health made this necessary. Heterogeneous opinions emerged regarding the question whether caregivers should receive full or graduated access on a patient’s PHR. Conclusions In order to support the patient and to participate in the care process, caregivers need up-to-date information on the patient’s health and treatment. Nevertheless, some patients do not want to share all medical data with caregivers, which might strain the patient-caregiver relationship. This needs to be considered in development and implementation of personal health records. Generally, in the debate on patient portals of a personal health record, paying attention to the role of caregivers is essential. By appreciating the important relationship between patients and caregivers right from the beginning, implementation, of a PHR would be enhanced. Trial registration ISRCTN85224823. Date of registration: 23/12/2015 (retrospectively registered).
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Affiliation(s)
- Aline Weis
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany.
| | - Sabrina Pohlmann
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Regina Poss-Doering
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Beate Strauss
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Charlotte Ullrich
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Helene Hofmann
- Ethics and Patient-Oriented Care, National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, 69120, Heidelberg, Germany
| | - Dominik Ose
- Department of Family and Preventive Medicine, University of Utah, 375 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Eva C Winkler
- Ethics and Patient-Oriented Care, National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, 69120, Heidelberg, Germany
| | - Joachim Szecsenyi
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Michel Wensing
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
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