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Jabeen S, Rahman M, Siddique AB, Hasan M, Matin R, Rahman QSU, AKM TH, Alim A, Nadia N, Mahmud M, Islam J, Islam MS, Haider MS, Dewan F, Begum F, Barua U, Anam MT, Islam A, Razzak KSB, Ameen S, Hossain AT, Nahar Q, Ahmed A, El Arifeen S, Rahman AE. Introducing a digital emergency obstetric and newborn care register for indoor obstetric patient management: An implementation research in selected public health care facilities of Bangladesh. J Glob Health 2024; 14:04075. [PMID: 38722093 PMCID: PMC11082830 DOI: 10.7189/jogh.14.04075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2024] Open
Abstract
Background Digital health records have emerged as vital tools for improving health care delivery and patient data management. Acknowledging the gaps in data recording by a paper-based register, the emergency obstetric and newborn care (EmONC) register used in the labour ward was digitised. In this study, we aimed to assess the implementation outcome of the digital register in selected public health care facilities in Bangladesh. Methods Extensive collaboration with stakeholders facilitated the development of an android-based electronic register from the paper-based register in the labour rooms of the selected district and sub-district level public health facilities of Bangladesh. We conducted a study to assess the implementation outcome of introducing the digital EmONC register in the labour ward. Results The digital register demonstrated high usability with a score of 83.7 according to the system usability scale, and health care providers found it highly acceptable, with an average score exceeding 95% using the technology acceptance model. The adoption rate reached an impressive 98% (95% confidence interval (CI) = 98-99), and fidelity stood at 90% (95% CI = 88-91) in the digital register, encompassing more than 80% of data elements. Notably, fidelity increased significantly over the implementation period of six months. The digital system proved a high utility rate of 89% (95% CI = 88-91), and all outcome variables exceeded the predefined benchmark. Conclusions The implementation outcome assessment underscores the potential of the digital register to enhance maternal and newborn health care in Bangladesh. Its user-friendliness, improved data completeness, and high adoption rates indicate its capacity to streamline health care data management and improve the quality of care.
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Affiliation(s)
- Sabrina Jabeen
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Mahiur Rahman
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Mehedi Hasan
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Rubaiya Matin
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | | | - Azizul Alim
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Nuzhat Nadia
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Mustufa Mahmud
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Jahurul Islam
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Muhammad Shariful Islam
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Mohammad Sabbir Haider
- Directorate General of Health Services, Ministry of Health and Family Welfare, Government of the People’s Republic of Bangladesh, Dhaka, Bangladesh
| | - Farhana Dewan
- Obstetrical and Gynaecological Society of Bangladesh, Dhaka, Bangladesh
| | - Ferdousi Begum
- Obstetrical and Gynaecological Society of Bangladesh, Dhaka, Bangladesh
| | - Uchchash Barua
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Abirul Islam
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Shafiqul Ameen
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - Quamrun Nahar
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Anisuddin Ahmed
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Shams El Arifeen
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
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2
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Modi S, Feldman SS. The Value of Electronic Health Records Since the Health Information Technology for Economic and Clinical Health Act: Systematic Review. JMIR Med Inform 2022; 10:e37283. [PMID: 36166286 PMCID: PMC9555331 DOI: 10.2196/37283] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 05/10/2022] [Accepted: 07/31/2022] [Indexed: 11/13/2022] Open
Abstract
Background Electronic health records (EHRs) are the electronic records of patient health information created during ≥1 encounter in any health care setting. The Health Information Technology Act of 2009 has been a major driver of the adoption and implementation of EHRs in the United States. Given that the adoption of EHRs is a complex and expensive investment, a return on this investment is expected. Objective This literature review aims to focus on how the value of EHRs as an intervention is defined in relation to the elaboration of value into 2 different value outcome categories, financial and clinical outcomes, and to understand how EHRs contribute to these 2 value outcome categories. Methods This literature review was conducted using PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). The initial search of key terms, EHRs, values, financial outcomes, and clinical outcomes in 3 different databases yielded 971 articles, of which, after removing 410 (42.2%) duplicates, 561 (57.8%) were incorporated in the title and abstract screening. During the title and abstract screening phase, articles were excluded from further review phases if they met any of the following criteria: not relevant to the outcomes of interest, not relevant to EHRs, nonempirical, and non–peer reviewed. After the application of the exclusion criteria, 80 studies remained for a full-text review. After evaluating the full text of the residual 80 studies, 26 (33%) studies were excluded as they did not address the impact of EHR adoption on the outcomes of interest. Furthermore, 4 additional studies were discovered through manual reference searches and were added to the total, resulting in 58 studies for analysis. A qualitative analysis tool, ATLAS.ti. (version 8.2), was used to categorize and code the final 58 studies. Results The findings from the literature review indicated a combination of positive and negative impacts of EHRs on financial and clinical outcomes. Of the 58 studies surveyed for this review of the literature, 5 (9%) reported on the intersection of financial and clinical outcomes. To investigate this intersection further, the category “Value–Intersection of Financial and Clinical Outcomes” was generated. Approximately 80% (4/5) of these studies specified a positive association between EHR adoption and financial and clinical outcomes. Conclusions This review of the literature reports on the individual and collective value of EHRs from a financial and clinical outcomes perspective. The collective perspective examined the intersection of financial and clinical outcomes, suggesting a reversal of the current understanding of how IT investments could generate improvements in productivity, and prompted a new question to be asked about whether an increase in productivity could potentially lead to more IT investments.
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Affiliation(s)
- Shikha Modi
- Department of Political Science, Auburn University, Auburn, AL, United States
| | - Sue S Feldman
- Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States
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Swedlund M, Kamnetz S, Birstler J, Trowbridge E, Arndt B, Micek M, Lochner J, Pandhi N. Reduction in Medication Refill Encounters Through Primary Care Redesign Workflow Changes. J Ambul Care Manage 2022; 45:36-41. [PMID: 34690304 DOI: 10.1097/jac.0000000000000398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
With a goal of improving efficiency and reducing workload outside of visits, we sought to examine a primary care redesign process aimed at reducing refill requests made outside of office visits. Data on the number of refill encounters per panel member were collected at 17 clinics before, during, and after the implementation of a redesign process. There was an initial reduction in the number of medication refill encounters, and the rate of refill encounters continued to decline following implementation. Variation across clinic contexts suggests that redesign processes may need to be tailored for different settings to optimize effectiveness.
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Affiliation(s)
- Matthew Swedlund
- Department of Family Medicine and Community Health (Drs Swedlund, Kamnetz, Arndt, and Lochner), Division of General Internal Medicine, Department of Medicine (Drs Trowbridge and Micek), School of Medicine and Public Health, Department of Biostatistics and Medical Informatics (Ms Birstler), Department of Family and Community Medicine, University of New Mexico, Albuquerque (Dr Pandhi)
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4
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Furst M, Chu E, Wannamaker K, Planchard B, Pacheco L, Vigil L, Ahmed T, Johnson D, Waldman C. Effect of Scribes on Efficiency in Academic Ophthalmology Practice. JOURNAL OF ACADEMIC OPHTHALMOLOGY 2020. [DOI: 10.1055/s-0040-1721066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Abstract
Objective The aim of the study is to determine the effects of scribes on efficiency in an academic ophthalmology practice.
Design This is a quality improvement study conducted by two ophthalmologists at an academic ophthalmology practice at UT Health San Antonio from January 2018 to April 2018. Implementation of scribes in practice was the primary intervention. Session time, patient encounter time, and template time adherence were recorded pre- and post-intervention. A second retrospective arm of the study at the same institution was performed to evaluate long-term effects of scribes on efficiency in ophthalmology practice on session times and patient volume 12 to 18 months after intervention.
Main Outcome Measures Primary study outcomes and measures were the effect of scribes in academic ophthalmology practice on physician efficiency in terms of clinic session time, individual encounter time, and amount of patients seen per session, in addition to time adherence based on type of patient encounter.
Results Eighty-three patients and 17 half-day clinic sessions and 169 patients and 21 half-day clinic sessions were included in the preintervention and post-intervention datasets, respectively. Number of patients per session was approximately 15 and was kept similar pre- and post-intervention (p = 0.45). Mean preintervention session time was 265.0 ± 31.4 minutes, in contrast to 223.4 ± 19.9 minutes after intervention (p < 0.001). Mean preintervention patient encounter time was 15.0 ± 8.3 minutes, while the mean encounter time after intervention was 10.9 ± 7.0 minutes (p < 0.005). In a retrospective analysis of 20 clinic sessions and 438 patients 12 to 18 months after intervention, session time increased to 266.0 ± 22.0 minutes on average, but the average number of patients per session increased to 21.9 ± 2.8 minutes.
Conclusion Utilizing scribes in an ophthalmology practice can increase efficiency, allowing more patients to be seen or allowing time for other activities such as teaching or research.
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Affiliation(s)
- Meredith Furst
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Edward Chu
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | | | - Brian Planchard
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Lisa Pacheco
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Laura Vigil
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Tarana Ahmed
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Daniel Johnson
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
| | - Corey Waldman
- Department of Ophthalmology, UT Health San Antonio, San Antonio, Texas
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5
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Baxter SL, Gali HE, Mehta MC, Rudkin SE, Bartlett J, Brandt JD, Sun CQ, Millen M, Longhurst CA. Multicenter Analysis of Electronic Health Record Use among Ophthalmologists. Ophthalmology 2020; 128:165-166. [PMID: 32525047 DOI: 10.1016/j.ophtha.2020.06.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 05/29/2020] [Accepted: 06/02/2020] [Indexed: 11/18/2022] Open
Affiliation(s)
- Sally L Baxter
- Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California; Health Sciences Department of Biomedical Informatics, University of California San Diego, La Jolla, California.
| | - Helena E Gali
- Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, California
| | - Mitul C Mehta
- Gavin Herbert Eye Institute, University of California Irvine, Irvine, California
| | - Scott E Rudkin
- Department of Emergency Medicine, University of California Irvine, Irvine, California
| | - John Bartlett
- Stein Eye Institute, University of California Los Angeles, Los Angeles, California
| | - James D Brandt
- Department of Ophthalmology, University of California Davis, Sacramento, California
| | - Catherine Q Sun
- Department of Ophthalmology, University of California San Francisco, San Francisco, California
| | - Marlene Millen
- Health Sciences Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Christopher A Longhurst
- Health Sciences Department of Biomedical Informatics, University of California San Diego, La Jolla, California
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6
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Lim MC, Boland MV, McCannel CA, Saini A, Chiang MF, Epley KD, Lum F. Adoption of Electronic Health Records and Perceptions of Financial and Clinical Outcomes Among Ophthalmologists in the United States. JAMA Ophthalmol 2019; 136:164-170. [PMID: 29285542 DOI: 10.1001/jamaophthalmol.2017.5978] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Assessing the rate of electronic health record (EHR) adoption and ophthalmologists' perceptions on financial and clinical productivity is important in understanding how to direct future design and health care policy. Objective To assess adoption rate and perceptions of financial and clinical outcomes of EHRs among ophthalmologists in the United States. Design, Setting, and Participants Population-based, cross-sectional study. A random sample of 2000 ophthalmologists was generated on the basis of mailing address zip codes from the 2015 American Academy of Ophthalmology US active membership database, which included more than 18 000 ophthalmologists. A survey was sent by email to assess adoption rate of EHRs, perceptions of financial and clinical productivity, and engagement with Medicare and Medicaid programs that incentivize the use of EHRs. The survey was conducted between 2015 and 2016. Main Outcomes and Measures Adoption rate of EHRs and perceptions of financial and clinical productivity. Results The adoption rate of EHRs among surveyed ophthalmologists (348 respondents) was 72.1%. The responding ophthalmologists perceived that their net revenues and productivity have declined and that practice costs are higher with EHR use. Of those who attested for stage 1 of the EHR incentive program, 83% had already or were planning to attest to stage 2, but 9% had no plans. Conclusions and Relevance The adoption of EHRs by ophthalmologists has more than doubled since a 2011 survey and is similar to that of primary care physicians (79%). In comparison with 2 previous surveys of ophthalmologists, respondents had more negative perceptions of EHR productivity outcomes and effect on practice costs, although financial data were not collected in this survey to support these opinions. These negative perceptions suggest that more attention should be placed on improving the efficiency and usability of EHR systems.
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Affiliation(s)
- Michele C Lim
- Department of Ophthalmology and Vision Science, University of California, Davis, Sacramento
| | - Michael V Boland
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Health Sciences Informatics, Johns Hopkins University, School of Medicine Baltimore, Maryland.,Web Editor
| | | | | | - Michael F Chiang
- Departments of Ophthalmology and Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland
| | | | - Flora Lum
- American Academy of Ophthalmology, San Francisco, California
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7
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Bodnar ZM, Schuchard R, Myung D, Tarver ME, Blumenkranz MS, Afshari NA, Humayun MS, Morse C, Nischal K, Repka MX, Sprunger D, Trese M, Eydelman MB. Evaluating New Ophthalmic Digital Devices for Safety and Effectiveness in the Context of Rapid Technological Development. JAMA Ophthalmol 2019; 137:939-944. [PMID: 31169870 DOI: 10.1001/jamaophthalmol.2019.1576] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Importance The US Food and Drug Administration's medical device regulatory pathway was initially conceived with hardware devices in mind. The emerging market for ophthalmic digital devices necessitates an evolution of this paradigm. Objectives To facilitate innovation in ophthalmic digital health with attention to safety and effectiveness. Evidence Review This article presents a summary of the presentations, discussions, and literature review that occurred during a joint Ophthalmic Digital Health workshop of the American Academy of Ophthalmology, the American Academy of Pediatrics, the American Association for Pediatric Ophthalmology and Strabismus, the American Society of Cataract and Refractive Surgery, the American Society of Retina Specialists, the Byers Eye Institute at Stanford and the US Food and Drug Administration. Findings Criterion standards and expert graders are critically important in the evaluation of automated systems and telemedicine platforms. Training at all levels is important for the safe and effective operation of digital health devices. The risks associated with automation are substantially increased in rapidly progressive diseases. Cybersecurity and patient privacy warrant meticulous attention. Conclusions and Relevance With appropriate attention to safety and effectiveness, digital health technology could improve screening and treatment of ophthalmic diseases and improve access to care.
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Affiliation(s)
- Zachary M Bodnar
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California
| | - Ronald Schuchard
- Center for Devices and Radiological Health, Division of Ophthalmic and ENT Devices, US Food and Drug Administration, Silver Spring, Maryland
| | - David Myung
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California
| | - Michelle E Tarver
- Center for Devices and Radiological Health, Division of Ophthalmic and ENT Devices, US Food and Drug Administration, Silver Spring, Maryland
| | - Mark S Blumenkranz
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California
| | - Natalie A Afshari
- Cornea and Refractive Surgery, FDA Committee,American Society of Cataract and Refractive Surgery, Fairfax, Virginia
| | - Mark S Humayun
- American Society of Retinal Specialists, Chicago, Illinois
| | - Christie Morse
- American Association for Pediatric Ophthalmology and Strabismus, San Francisco, California
| | - Ken Nischal
- Section on Ophthalmology, American Academy of Pediatrics, Itasca, Illinois
| | - Michael X Repka
- American Academy of Ophthalmology, San Francisco, California
| | - Derek Sprunger
- American Association for Pediatric Ophthalmology and Strabismus, San Francisco, California
| | - Michael Trese
- American Academy of Ophthalmology, San Francisco, California
| | - Malvina B Eydelman
- Center for Devices and Radiological Health, Division of Ophthalmic and ENT Devices, US Food and Drug Administration, Silver Spring, Maryland
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8
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Gali HE, Baxter SL, Lander L, Huang AE, Millen M, El-Kareh R, Nudleman E, Chao DL, Robbins SL, Heichel CWD, Camp AS, Korn BS, Lee JE, Kikkawa DO, Longhurst CA, Chiang MF, Hribar MR, Ohno-Machado L. Impact of Electronic Health Record Implementation on Ophthalmology Trainee Time Expenditures. JOURNAL OF ACADEMIC OPHTHALMOLOGY 2019; 11:e65-e72. [PMID: 33954272 DOI: 10.1055/s-0039-3401986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Objective Electronic health records (EHRs) are widely adopted, but the time demands of EHR use on ophthalmology trainees are not well understood. This study evaluated ophthalmology trainee time spent on clinical activities in an outpatient clinic undergoing EHR implementation. Design Prospective, manual time-motion observations of ophthalmology trainees in 2018. Participants Eleven ophthalmology residents and fellows observed during 156 patient encounters. Methods Prospective time-motion study of ophthalmology trainees 2 weeks before and 6 weeks after EHR implementation in an academic ophthalmology department. Manual time-motion observations were conducted for 11 ophthalmology trainees in 6 subspecialty clinics during 156 patient encounters. Time spent documenting, examining, and talking with patients were recorded. Factors influencing time requirements were evaluated using linear mixed effects models. Main Outcome Measures Total time spent by ophthalmology residents and fellows per patient, time spent on documentation, examination, and talking with patients. Results Seven ophthalmology residents and four ophthalmology fellows with mean (standard deviation) postgraduate year of 3.7 (1.2) were observed during 156 patient encounters. Using paper charts, mean total time spent on each patient was 11.6 (6.5) minutes, with 5.4 (3.5) minutes spent documenting (48%). After EHR implementation, mean total time spent on each patient was 11.8 (6.9) minutes, with 6.8 (4.7) minutes spent documenting (57%). Total time expenditure per patient did not significantly change after EHR implementation (+0.17 minutes, 95% confidence interval [CI] for difference in means: -2.78, 2.45; p = 0.90). Documentation time did not change significantly after EHR implementation in absolute terms (+1.42 minutes, 95% CI: -3.13, 0.29; p = 0.10), but was significantly greater as a proportion of total time (48% on paper to 57% on EHR; +9%, 95% CI: 2.17, 15.83; p = 0.011). Conclusion Total time spent per patient and absolute time spent on documentation was not significantly different whether ophthalmology trainees used paper charts or the recently implemented EHR. Percentage of total time spent on documentation increased significantly with early EHR use. Evaluating EHR impact on ophthalmology trainees may improve understanding of how trainees learn to use the EHR and may shed light on strategies to address trainee burnout.
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Affiliation(s)
- Helena E Gali
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California.,UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Sally L Baxter
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California.,UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Lina Lander
- UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Abigail E Huang
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon
| | - Marlene Millen
- UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Robert El-Kareh
- UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Eric Nudleman
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Daniel L Chao
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Shira L Robbins
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Christopher W D Heichel
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Andrew S Camp
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Bobby S Korn
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Jeffrey E Lee
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Don O Kikkawa
- Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego (UCSD), La Jolla, California
| | - Christopher A Longhurst
- UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California
| | - Michael F Chiang
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon.,Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, Portland, Oregon
| | - Michelle R Hribar
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon.,Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, Portland, Oregon
| | - Lucila Ohno-Machado
- UCSD Health Department of Biomedical Informatics, University of California San Diego, La Jolla, California.,Division of Health Services Research and Development, Veterans Administration San Diego Healthcare System, La Jolla, California
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9
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Verbraak FD, Abramoff MD, Bausch GCF, Klaver C, Nijpels G, Schlingemann RO, van der Heijden AA. Diagnostic Accuracy of a Device for the Automated Detection of Diabetic Retinopathy in a Primary Care Setting. Diabetes Care 2019; 42:651-656. [PMID: 30765436 DOI: 10.2337/dc18-0148] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 12/30/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine the diagnostic accuracy in a real-world primary care setting of a deep learning-enhanced device for automated detection of diabetic retinopathy (DR). RESEARCH DESIGN AND METHODS Retinal images of people with type 2 diabetes visiting a primary care screening program were graded by a hybrid deep learning-enhanced device (IDx-DR-EU-2.1; IDx, Amsterdam, the Netherlands), and its classification of retinopathy (vision-threatening [vt]DR, more than mild [mtm]DR, and mild or more [mom]DR) was compared with a reference standard. This reference standard consisted of grading according to the International Clinical Classification of DR by the Rotterdam Study reading center. We determined the diagnostic accuracy of the hybrid deep learning-enhanced device (IDx-DR-EU-2.1) against the reference standard. RESULTS A total of 1,616 people with type 2 diabetes were imaged. The hybrid deep learning-enhanced device's sensitivity/specificity against the reference standard was, respectively, for vtDR 100% (95% CI 77.1-100)/97.8% (95% CI 96.8-98.5) and for mtmDR 79.4% (95% CI 66.5-87.9)/93.8% (95% CI 92.1-94.9). CONCLUSIONS The hybrid deep learning-enhanced device had high diagnostic accuracy for the detection of both vtDR (although the number of vtDR cases was low) and mtmDR in a primary care setting against an independent reading center. This allows its' safe use in a primary care setting.
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Affiliation(s)
- Frank D Verbraak
- Department of Ophthalmology, VU Medical Center, Amsterdam, the Netherlands
| | - Michael D Abramoff
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospital & Clinics, Iowa City, IA.,VA Medical Center, Iowa City, IA.,IDx, Iowa City, IA
| | | | - Caroline Klaver
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands.,Department of Ophthalmology, Radboud University Medical Center, Rotterdam, the Netherlands
| | - Giel Nijpels
- Department of General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | | | - Amber A van der Heijden
- Department of General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
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10
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Siddiqui M, Iltis J, Yanev P, Sladic J, Huynh C, Nolan D, Singer M. Effect of systemic antihypertensives on change in intraocular pressure after initiating topical prostaglandins for primary open-angle glaucoma. Clin Ophthalmol 2019; 13:207-213. [PMID: 30774300 PMCID: PMC6350645 DOI: 10.2147/opth.s192010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Purpose There is a limited understanding of factors that influence the efficacy of topical glaucoma medication. Our study is a long-term, case–control analysis of how systemic antihypertensive (anti-HTN) medications influence the change in IOP after initiating prostaglandin (PG) drop therapy. Materials and methods A retrospective chart review of 3,781 patients was performed on patients with a diagnosis of glaucoma suspect that progressed to primary open-angle glaucoma (POAG) by ICD-9 codes over a 10-year period. Inclusion criteria consisted of the following: 1) progression from preglaucoma to glaucoma diagnosis in a time span of ≥6 months; 2) two visual fields recorded between these dates; 3) initial average IOP of both eyes of ≥21 mmHg; and 4) initiation of topical PG therapy alone. IOP (in mmHg) was measured at initiation of PG drops and at next visit. Results One hundred eleven patients were qualified for analysis. Patients not on anti-HTN agents had an average IOP decrease of 6.38±0.56 mmHg. Comparatively, patients on anti-HTN agents had an average IOP decrease of 6.66±0.48 mmHg (P=0.61). In addition, there was no statistical difference between IOP decrease between patients on single vs multiple systemic anti-HTN agents (P=0.85). There were eight nonresponders to PGs on no anti-HTN medications and 12 nonresponders on anti-HTN medication (P=0.55). Conclusion Systemic anti-HTN medication use did not significantly impact IOP reduction after topical PG initiation for POAG. Additionally, nonresponse to PG therapy was not correlated to systemic anti-HTN use.
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Affiliation(s)
- Mehdi Siddiqui
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Joshua Iltis
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Petar Yanev
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - John Sladic
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Charles Huynh
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Daniel Nolan
- Medical Center Ophthalmology Associates, San Antonio, TX, USA,
| | - Michael Singer
- Medical Center Ophthalmology Associates, San Antonio, TX, USA,
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11
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Lybarger KJ, Ostendorf M, Riskin E, Payne TH, White AA, Yetisgen M. Asynchronous Speech Recognition Affects Physician Editing of Notes. Appl Clin Inform 2018; 9:782-790. [PMID: 30332689 PMCID: PMC6192791 DOI: 10.1055/s-0038-1673417] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 08/26/2018] [Indexed: 10/28/2022] Open
Abstract
OBJECTIVE Clinician progress notes are an important record for care and communication, but there is a perception that electronic notes take too long to write and may not accurately reflect the patient encounter, threatening quality of care. Automatic speech recognition (ASR) has the potential to improve clinical documentation process; however, ASR inaccuracy and editing time are barriers to wider use. We hypothesized that automatic text processing technologies could decrease editing time and improve note quality. To inform the development of these technologies, we studied how physicians create clinical notes using ASR and analyzed note content that is revised or added during asynchronous editing. MATERIALS AND METHODS We analyzed a corpus of 649 dictated clinical notes from 9 physicians. Notes were dictated during rounds to portable devices, automatically transcribed, and edited later at the physician's convenience. Comparing ASR transcripts and the final edited notes, we identified the word sequences edited by physicians and categorized the edits by length and content. RESULTS We found that 40% of the words in the final notes were added by physicians while editing: 6% corresponded to short edits associated with error correction and format changes, and 34% were associated with longer edits. Short error correction edits that affect note accuracy are estimated to be less than 3% of the words in the dictated notes. Longer edits primarily involved insertion of material associated with clinical data or assessment and plans. The longer edits improve note completeness; some could be handled with verbalized commands in dictation. CONCLUSION Process interventions to reduce ASR documentation burden, whether related to technology or the dictation/editing workflow, should apply a portfolio of solutions to address all categories of required edits. Improved processes could reduce an important barrier to broader use of ASR by clinicians and improve note quality.
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Affiliation(s)
- Kevin J. Lybarger
- Department of Electrical Engineering, University of Washington, Seattle, Washington, United States
| | - Mari Ostendorf
- Department of Electrical Engineering, University of Washington, Seattle, Washington, United States
| | - Eve Riskin
- Department of Electrical Engineering, University of Washington, Seattle, Washington, United States
| | - Thomas H. Payne
- Division of General Internal Medicine, University of Washington, Seattle, Washington, United States
| | - Andrew A. White
- Division of General Internal Medicine, University of Washington, Seattle, Washington, United States
| | - Meliha Yetisgen
- Department of Biomedical & Health Informatics, University of Washington, Seattle, Washington, United States
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12
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Payne TH, Alonso WD, Markiel JA, Lybarger K, Lordon R, Yetisgen M, Zech JM, White AA. Using voice to create inpatient progress notes: effects on note timeliness, quality, and physician satisfaction. JAMIA Open 2018; 1:218-226. [PMID: 31984334 PMCID: PMC6951907 DOI: 10.1093/jamiaopen/ooy036] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Revised: 08/07/2018] [Accepted: 08/29/2018] [Indexed: 12/31/2022] Open
Abstract
Objectives We describe the evaluation of a system to create hospital progress notes using voice and electronic health record integration to determine if note timeliness, quality, and physician satisfaction are improved. Materials and methods We conducted a randomized controlled trial to measure effects of this new method of writing inpatient progress notes, which evolved over time, on important outcomes. Results Intervention subjects created 709 notes and control subjects created 1143 notes. When adjusting for clustering by provider and secular trends, there was no significant difference between the intervention and control groups in the time between when patients were seen on rounds and when progress notes were viewable by others (95% confidence interval -106.9 to 12.2 min). There were no significant differences in physician satisfaction or note quality between intervention and control. Discussion Though we did not find support for the superiority of this system (Voice-Generated Enhanced Electronic Note System [VGEENS]) for our 3 primary outcomes, if notes are created using voice during or soon after rounds they are available within 10 min. Shortcomings that likely influenced subject satisfaction include the early state of our VGEENS and the short interval for system development before the randomized trial began. Conclusion VGEENS permits voice dictation on rounds to create progress notes and can reduce delay in note availability and may reduce dependence on copy/paste within notes. Timing of dictation determines when notes are available. Capturing notes in near-real-time has potential to apply NLP and decision support sooner than when notes are typed later in the day, and to improve note accuracy.
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Affiliation(s)
- Thomas H Payne
- Department of Medicine, University of Washington, Seattle, Washington, USA.,UW Medicine Information Technology Services, Seattle, Washington, USA.,Center for Scholarship in Patient Care Quality and Safety, Seattle, Washington, USA
| | - W David Alonso
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, Washington, USA
| | - J Andrew Markiel
- UW Medicine Information Technology Services, Seattle, Washington, USA
| | - Kevin Lybarger
- Department of Electrical Engineering, University of Washington, Seattle, Washington, USA
| | - Ross Lordon
- Department of Biomedical Health Informatics and Medical Education, University of Washington, Seattle, Washington, USA
| | - Meliha Yetisgen
- Department of Biomedical Health Informatics and Medical Education, University of Washington, Seattle, Washington, USA
| | - Jennifer M Zech
- Center for Scholarship in Patient Care Quality and Safety, Seattle, Washington, USA
| | - Andrew A White
- Department of Medicine, University of Washington, Seattle, Washington, USA.,UW Medicine Information Technology Services, Seattle, Washington, USA.,Center for Scholarship in Patient Care Quality and Safety, Seattle, Washington, USA
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13
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Campbell M, Pierce J. A retrospective analysis of boarding times for adolescents in psychiatric crisis. SOCIAL WORK IN HEALTH CARE 2018; 57:393-405. [PMID: 29400622 DOI: 10.1080/00981389.2018.1434586] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The boarding of children and adolescents with identified psychiatric conditions at medical facilities has numerous negative effects on the patients and the systems that treat them. Efforts to minimize boarding times serves to increase patients' access to appropriate levels of care, redirect medical resources to patients who need them most, and reduce safety risks to people and property. This study explores the role Clinical Social Workers can play in facilitation of care and highlights the advantages of a coordinated data collection process facilitated by the effective use of the Electronic Medical Record. A retrospective chart analysis of 100 patients admitted to the Emergency department at a pediatric hospital in Central Florida was conducted for patients seen between 1 January 2015 and 30 June 2016. The data suggest key correlates that may impact the boarding times of pediatric patients presenting in a psychiatric crisis and the average duration of boarding time in hours (M = 5.11, SD = 2.07) was found to be significantly lower than prior published studies in the adult and pediatric literature. Discussion of these data implications on behavioral health practice is discussed.
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Affiliation(s)
- Michael Campbell
- a Graduate Social Work Program, Saint Leo University , Saint Leo , USA
| | - Jessica Pierce
- b Behavioral Health Division, Nemours Children's Health System , Clinical Psychologist , Orlando , USA
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14
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Stanczyk NE, Crutzen R, Sewuster N, Schotanus E, Mulders M, Cremers HP. Differences in Sociocognitive Beliefs between Involved and Noninvolved Employees during the Implementation of an Electronic Health Record System. PERSPECTIVES IN HEALTH INFORMATION MANAGEMENT 2017; 14:1c. [PMID: 28566986 PMCID: PMC5430131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
BACKGROUND Electronic health records (EHRs) can improve quality and efficiency in patient care. However, the intention to work with such a new system is often relatively low among employees because the work processes of the healthcare organization may change. Involving employees in an EHR implementation may increase their beliefs and perceived capabilities concerning the new system. The current study aimed to assess the role of involvement and its effects on sociocognitive beliefs regarding the implementation of a new EHR system. METHODS The study was performed in June 2015 among all eligible employees of a hospital in the Netherlands. Both involved and noninvolved employees were invited to complete a paper-based questionnaire concerning their sociocognitive beliefs (i.e., attitude, social influence, self-efficacy, and intention) related to the EHR implementation. Independent sample t-tests were used to assess potential differences in sociocognitive beliefs between employees who were involved in the implementation process and those who were not. Effect sizes (Cohen's d) were calculated to indicate the standardized difference between the means. RESULTS A total of 359 participants completed the paper-based questionnaire and were included in the analyses. Involved employees (n = 94) reported significantly higher levels of attitude (p < .001, d = .62), perceived self-efficacy (p = .01, d = .31), social support (p < .001, d = .68), and a higher intention to work with the new EHR system (p < .001, d = .60), compared with the group of employees who were not involved in the implementation process (n = 265). CONCLUSION Involving employees during an EHR implementation appears to enhance employees' sociocognitive beliefs and increases their intention to work with the new system.
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15
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Anand T, Nitpolprasert C, Kerr SJ, Apornpong T, Ananworanich J, Phanuphak P, Phanuphak N. Implementation of an online HIV prevention and treatment cascade in Thai men who have sex with men and transgender women using Adam's Love Electronic Health Record system. J Virus Erad 2017; 3:15-23. [PMID: 28275454 PMCID: PMC5337417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Electronic health record (EHR) systems have been infrequently used to support HIV service delivery models to optimise HIV prevention and treatment cascades. We have studied the implementation, uptake and use of an EHR among Thai men who have sex with men (MSM) and transgender (TG) women. METHODS Participants, e-counselled via the Adam's Love ( www.adamslove.org) support platforms, after having completed risk behaviour questionnaires and being assessed for their HIV risk by online counsellors, were enrolled based on their preference into one of three EHR-supported arms: (1) private clinic-based HIV testing and counselling (HTC); (2) online pretest counselling and private clinic-based HIV testing (hybrid); and (3) online supervised HIV self-testing and counselling (eHTC). RESULTS Between December 2015 and May 2016, of a total of 489 MSM and TG women were introduced to the study, 186 (38%) enrolled into the study, with 89, 72 and 25 participants joining the HTC, hybrid and eHTC arms, respectively. Seeking sex online was reported by 83.9%. HIV prevalence was highest (16%) in the eHTC arm, and participants in this arm were more likely to be younger (median age 25 vs 29 vs 27 years; P=0.01), bisexual (16% vs 9.7% vs 5.6%; P=0.005), with an unknown history of HIV or first-time HIV testers (48% vs 25% vs 19.1%; P=0.01) or had tested >1 year ago (15.8% vs 4.8% vs 3.4%, P=0.04), compared with those in the hybrid and HTC arms. Around half (48.3%) of them revisited the EHR at least once to access laboratory results, read post-test summaries and make an appointment for another HIV test. The participants in the eHTC arm had reduced odds of revisiting the EHR twice or more as compared with participants in the HTC [odds ratio (OR) 0.14, 95% confidence interval (CI) 0.03-0.67, P=0.01] and hybrid arms (OR 0.10, 95% CI 0.02-0.44, P=0.003). Overall the EHR satisfaction was high at 4.4 (SD 0.68) on a Likert scale of 5. CONCLUSIONS Young and high-risk MSM and some TG women engaged successfully with the Adam's Love EHR system, showing its potential to support innovative service delivery models and target hard-to-reach and vulnerable populations.
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Affiliation(s)
- Tarandeep Anand
- Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- SEARCH,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
| | - Chattiya Nitpolprasert
- Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- SEARCH,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
| | - Stephen J Kerr
- HIV-NAT,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- Kirby Institute,
University of New South Wales,
Sydney,
Australia
- Department of Global Health,
Academic Medical Center,
University of Amsterdam,
Amsterdam Institute for Global Health and Development,
Amsterdam,
the Netherlands
| | | | | | - Praphan Phanuphak
- Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- SEARCH,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- HIV-NAT,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
| | - Nittaya Phanuphak
- Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
- SEARCH,
Thai Red Cross AIDS Research Centre,
Bangkok,
Thailand
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16
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Anand T, Nitpolprasert C, Kerr SJ, Apornpong T, Ananworanich J, Phanuphak P, Phanuphak N. Implementation of an online HIV prevention and treatment cascade in Thai men who have sex with men and transgender women using Adam's Love Electronic Health Record system. J Virus Erad 2017. [DOI: 10.1016/s2055-6640(20)30293-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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