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Edgcomb J, Coverdale J, Aggarwal R, Guerrero APS, Brenner AM. Applications of Clinical Informatics to Child Mental Health Care: a Call to Action to Bridge Practice and Training. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2022; 46:11-17. [PMID: 35175570 PMCID: PMC8852995 DOI: 10.1007/s40596-022-01595-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Affiliation(s)
- Juliet Edgcomb
- University of California Los Angeles Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA.
| | | | | | | | - Adam M Brenner
- University of Texas Southwestern Medical Center, Dallas, TX, USA
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Benson NM, Edgcomb JB, Landman AB, Zima BT. Leveraging Clinical Informatics to Improve Child Mental Health Care. J Am Acad Child Adolesc Psychiatry 2020; 59:1314-1317. [PMID: 33248526 PMCID: PMC8114086 DOI: 10.1016/j.jaac.2020.06.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 05/21/2020] [Accepted: 08/18/2020] [Indexed: 11/18/2022]
Affiliation(s)
- Nicole M Benson
- McLean Hospital, Belmont, Massachusetts, and Massachusetts General Hospital, Boston; Harvard Medical School, Boston, Massachusetts.
| | - Juliet B Edgcomb
- UCLA Semel Institute for Neurosciences and Human Behavior, Los Angeles, California
| | - Adam B Landman
- Harvard Medical School, Boston, Massachusetts; Brigham and Women's Hospital, Boston, Massachusetts, and Mass General Brigham, Somerville, Massachusetts
| | - Bonnie T Zima
- UCLA Semel Institute for Neurosciences and Human Behavior, Los Angeles, California
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Exploring association between certified EHRs adoption and patient experience in U.S. psychiatric hospitals. PLoS One 2020; 15:e0234607. [PMID: 32555623 PMCID: PMC7299381 DOI: 10.1371/journal.pone.0234607] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 05/31/2020] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Certified Electronic Health Records (EHR) have been shown to improve the health service quality in some health settings, but there is scant evidence related to its adoption in psychiatric hospitals. This paper aimed to examine the relationship between certified EHR adoption and patient experience across psychiatric hospitals in the United States. METHODS A cross-sectional study design compared the difference in patient experience measures between psychiatric hospitals with and without certified EHR. Data were drawn from the American Hospital Association (AHA) Annual Survey Database and Hospital Compare datasets. Eleven publicly reported measures for patient experience from the Consumer Assessment of Healthcare Providers and Systems Hospital Survey (HCAHPS) were applied for analysis. Independent relationship of certified EHR adoption and patient experience was explored with multiple linear regression models adjusted for hospital organizational characteristics. RESULTS Positive associations were identified between certified EHR adoption and five patient perception measures-"recommend hospital" (β = 0.66, 95% CI = [0.16,1.16]; t = 2.68, p = 0.010), "overall hospital rating" (β = 0.39, 95% CI = [0.03,0.75]; t = 2.11, p = 0.035), "discharge information" (β = 0.45, 95% CI = [0.03,0.86]; t = 2.09, p = 0.037), "care transition" (β = 0.44, 95% CI = [0.14, 0.75]; t = 2.84, p = 0.005), and "responsiveness of hospital staff" (β = 0.47, 95% CI = [0.04, 0.90]; t = 2.13, p = 0.033). CONCLUSION Our results suggest the positive association between certified EHR adoption and patient experience. More studies are needed to explore impacts of certified EHR adoption and potential improvement in patient experience to quality of care.
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Bauer M, Monteith S, Geddes J, Gitlin MJ, Grof P, Whybrow PC, Glenn T. Automation to optimise physician treatment of individual patients: examples in psychiatry. Lancet Psychiatry 2019; 6:338-349. [PMID: 30904127 DOI: 10.1016/s2215-0366(19)30041-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 12/12/2018] [Accepted: 01/16/2019] [Indexed: 12/12/2022]
Abstract
There is widespread agreement by health-care providers, medical associations, industry, and governments that automation using digital technology could improve the delivery and quality of care in psychiatry, and reduce costs. Many benefits from technology have already been realised, along with the identification of many challenges. In this Review, we discuss some of the challenges to developing effective automation for psychiatry to optimise physician treatment of individual patients. Using the perspective of automation experts in other industries, three examples of automation in the delivery of routine care are reviewed: (1) effects of electronic medical records on the patient interview; (2) effects of complex systems integration on e-prescribing; and (3) use of clinical decision support to assist with clinical decision making. An increased understanding of the experience of automation from other sectors might allow for more effective deployment of technology in psychiatry.
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Affiliation(s)
- Michael Bauer
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Medical Faculty, Technische Universität Dresden, Dresden, Germany.
| | - Scott Monteith
- Michigan State University College of Human Medicine, Traverse City Campus, Traverse City, MI, USA
| | - John Geddes
- Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK
| | - Michael J Gitlin
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Paul Grof
- Mood Disorders Center of Ottawa, ON, Canada; Department of Psychiatry, University of Toronto, ON, Canada
| | - Peter C Whybrow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Tasha Glenn
- ChronoRecord Association, Fullerton, CA, USA
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Alpert JM, Morris BB, Thomson MD, Matin K, Geyer CE, Brown RF. OpenNotes in oncology: oncologists' perceptions and a baseline of the content and style of their clinician notes. Transl Behav Med 2019; 9:347-356. [PMID: 29596633 PMCID: PMC6417152 DOI: 10.1093/tbm/iby029] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Patients' ability to access their provider's clinical notes (OpenNotes) has been well received and has led to greater transparency in health systems. However, the majority of this research has occurred in primary care, and little is known about how patients' access to notes is used in oncology. This study aims to understand oncologists' perceptions of OpenNotes, while also establishing a baseline of the linguistic characteristics and patterns used in notes. Data from 13 in-depth, semistructured interviews with oncologists were thematically analyzed. In addition, the Linguistic Inquiry and Word Count (LIWC) program evaluated over 200 clinician notes, measuring variables encompassing emotions, thinking styles, social concerns, and parts of speech. Analysis from LIWC revealed that notes contained negative emotional tone, low authenticity, high clout, and high analytical writing. Oncologists' use of stigmatized and sensitive words, such as "obese" and "distress," was mainly absent. Themes from interviews revealed that oncologists were uncertain about patients' access to their notes and may edit their notes to avoid problematic terminology. Despite their reluctance to embrace OpenNotes, they envisioned opportunities for an improved patient-provider relationship due to patients initiating interactions from viewing notes. Oncologists believe notes are not intended for patients and altering their content may compromise the integrity of the note. This study established a baseline for further study to compare notes pre-implementation to post-implementation. Further analysis will clarify whether oncologists are altering the style and content of their notes and determine the presence of patient-centered language.
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Affiliation(s)
- Jordan M Alpert
- Department of Advertising, University of Florida, Gainesville, FL, USA
| | - Bonny B Morris
- Department of Health Behavior and Policy, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Maria D Thomson
- Department of Health Behavior and Policy, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Khalid Matin
- Department of Internal Medicine, Division of Hematology and Oncology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Charles E Geyer
- Department of Internal Medicine, Division of Hematology and Oncology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Richard F Brown
- Department of Health Behavior and Policy, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Ehteshami A, Saghaeiannejad-Isfahani S, Samadbeik M, Falah K. Formulating Telemedicine Strategies in Isfahan University of Medical Sciences. Acta Inform Med 2018; 26:169-174. [PMID: 30515007 PMCID: PMC6195393 DOI: 10.5455/aim.2018.26.169-174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2018] [Accepted: 07/20/2018] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION The use of telemedicine technology can lead to an equitable distribution of specialized care. There are numerous influencing factors which should be identified for successful implementation and efficacy of telemedicine. The aim of this study was to evaluate current situation and internal and external environment of Isfahan University of Medical Sciences (IUMS) and prepare telemedicine development strategies for IUMS. METHODS This study was an applied cross-sectional mixed method study which was conducted between July 2014 to November 2016 and in five phases in IUMS. a) Evaluating Internal and external factors (IFE & EFE); b) Formulating goals; c) Identifying and prioritizing strategic problems; d) Setting objectives; and e) formulating the strategies to develop telemedicine in IUMS. The research sample included 147 of IUMS inner customers and stakeholders in the first phase (census) and 14 in the second phase (Purposive sampling based on more work experience). In the first phase, to analyze obtained data of two researcher-made questionnaires, measures of central tendency and dispersion (frequency, percent and mean) were calculated using SPSS. To evaluate internal and external factors and formulating strategies was used TOWS matrix. And finally, to select optimal strategies for telemedicine developing quantitative strategic planning matrix was used. RESULTS The final score of internal and external factors evaluation was 2.67 and 2.68, respectively. According to the strategic position and action evaluation (SPACE), telemedicine strategic planning in IUMS was in aggressive posture. Because the numbers were closer to 2.5 can be concluded that based on internal factors the organization was in moderate to strong and based on external factors was in a moderate level and neither have a serious positive feature for use the opportunities outside the organization and suffered a serious threat from the outside of organization. Finally, we formulated 14 strategies to develop telemedicine in IUMS as followings: 5 SO, 2 ST, 5 WO, and 2 WT strategies. CONCLUSION Telemedicine development in IUMS is located in poor aggressive posture. Therefore, IUMS can develop telemedicine and subsequently, in this study, strategies were developed to preserve and retain healthcare workers, practical studies, data confidentiality and security programs, and other issues.
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Affiliation(s)
- Asghar Ehteshami
- Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Mahnaz Samadbeik
- Social Determinants of Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Khdijeh Falah
- Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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Comparing Deep Learning and Classical Machine Learning Approaches for Predicting Inpatient Violence Incidents from Clinical Text. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8060981] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Feldman SS, Buchalter S, Hayes LW. Health Information Technology in Healthcare Quality and Patient Safety: Literature Review. JMIR Med Inform 2018; 6:e10264. [PMID: 29866642 PMCID: PMC6006013 DOI: 10.2196/10264] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 04/01/2018] [Accepted: 05/19/2018] [Indexed: 01/08/2023] Open
Abstract
Background The area of healthcare quality and patient safety is starting to use health information technology to prevent reportable events, identify them before they become issues, and act on events that are thought to be unavoidable. As healthcare organizations begin to explore the use of health information technology in this realm, it is often unclear where fiscal and human efforts should be focused. Objective The purpose of this study was to provide a foundation for understanding where to focus health information technology fiscal and human resources as well as expectations for the use of health information technology in healthcare quality and patient safety. Methods A literature review was conducted to identify peer-reviewed publications reporting on the actual use of health information technology in healthcare quality and patient safety. Inductive thematic analysis with open coding was used to categorize a total of 41 studies. Three pre-set categories were used: prevention, identification, and action. Three additional categories were formed through coding: challenges, outcomes, and location. Results This study identifies five main categories across seven study settings. A majority of the studies used health IT for identification and prevention of healthcare quality and patient safety issues. In this realm, alerts, clinical decision support, and customized health IT solutions were most often implemented. Implementation, interface design, and culture were most often noted as challenges. Conclusions This study provides valuable information as organizations determine where they stand to get the most “bang for their buck” relative to health IT for quality and patient safety. Knowing what implementations are being effectivity used by other organizations helps with fiscal and human resource planning as well as managing expectations relative to cost, scope, and outcomes. The findings from this scan of the literature suggest that having organizational champion leaders that can shepherd implementation, impact culture, and bridge knowledge with developers would be a valuable resource allocation to consider.
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Affiliation(s)
- Sue S Feldman
- Department of Health Services Adminstration, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Scott Buchalter
- Pulmonary and Critical Care, The University of Alabama at Birmingham Medical Center, Birmingham, AL, United States
| | - Leslie W Hayes
- Department of Pediatrics, The University of Alabama at Birmingham Medical Center, Birmingham, AL, United States
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Reyes-Portillo JA, Chin EM, Toso-Salman J, Blake Turner J, Vawdrey D, Mufson L. Using Electronic Health Record Alerts to Increase Safety Planning with Youth At-Risk for Suicide: A Non-randomized Trial. CHILD & YOUTH CARE FORUM 2018. [DOI: 10.1007/s10566-018-9435-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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