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Birtwistle J, Allsop MJ, Bradshaw A, Millares Martin P, Sleeman KE, Twiddy M, Evans CJ. Views of patients with progressive illness and carers about the role of digital advance care planning systems to record and share information: A qualitative study. Palliat Med 2024:2692163241255511. [PMID: 38813756 DOI: 10.1177/02692163241255511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/31/2024]
Abstract
BACKGROUND Digital approaches are being explored internationally to support the elicitation, documentation and sharing of advance care planning information. However, the views and experiences of patients and carers are little understood, impeding the development and impact of digital approaches to strengthen palliative and end-of-life care. AIM To explore perspectives of patients with progressive illness and their carers on digital approaches to advance care planning, anticipated impact from their use and expectations for their future development. DESIGN A qualitative study employing thematic framework analysis of data collected from focus groups and semi-structured interviews. SETTING/PARTICIPANTS Purposive sample of 29 patients and 15 current or bereaved carers in London and West Yorkshire from hospice settings, non-governmental support and advocacy groups, and care home residents. RESULTS Four generated themes included: 1. 'Why haven't you read what's wrong with me?'; uncertainty around professionals' documenting, sharing and use of information; 2. The art of decision-making relies on the art of conversation; 3. The perceived value in having 'a say in matters': control and responsibility; 4. Enabling patient and carer control of their records: 'custodianship is key'. CONCLUSIONS Lived experiences of information sharing influenced trust and confidence in digital advance care planning systems. Despite scepticism about the extent that care can be delivered in line with their preferences, patients and carers acknowledge digital systems could facilitate care through contemporaneous and accurately documented wishes and preferences. There remains a need to determine how independent patient and public-facing advance care planning resources might be integrated with existing digital health record systems.
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Affiliation(s)
- Jacqueline Birtwistle
- Academic Unit of Palliative Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Matthew J Allsop
- Academic Unit of Palliative Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Andy Bradshaw
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, King's College London, London, UK
| | | | - Katherine E Sleeman
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, King's College London, London, UK
| | - Maureen Twiddy
- Institute of Clinical and Applied Health Research, Hull York Medical School, University of Hull, Hull, UK
| | - Catherine J Evans
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, King's College London, London, UK
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Çevik HS, Muente C, Muehlensiepen F, Birtwistle J, Pachanov A, Pieper D, Allsop MJ. Systems for electronic documentation and sharing of advance care planning preferences: a scoping review. PROGRESS IN PALLIATIVE CARE 2024; 32:149-159. [PMID: 38831759 PMCID: PMC11145469 DOI: 10.1080/09699260.2024.2339106] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Digital approaches to support advance care planning (ACP) documentation and sharing are increasingly being used, with a lack of research to characterise their design, content, and use. This study aimed to characterise how digital approaches are being used to support ACP documentation and sharing internationally. A scoping review was performed in accordance with the JBI (formerly Joanna Briggs Institute) guidelines and the PRISMA 2020 checklist, prospectively registered on Open Science Framework (https://osf.io/xnrg3). MEDLINE, EMBASE, PsycINFO, ACM Digital, IEEE Xplore and CINAHL were searched in February 2023. Only publications in English, published from 2008 onwards were considered. Eligibility criteria included a focus on ACP and electronic systems. Out of 2,393 records, 34 reports were included, predominantly from the USA (76.5%). ACP documentation is typically stored in electronic health records (EHRs) (67.6%), with a third (32.4%) enabling limited patient access. Non-standard approaches (n = 15;44.1%) were the commonest study design of included reports, with outcome measures focusing on the influence of systems on the documentation (i.e. creation, quantity, quality, frequency or timing) of ACP information (n = 23;67.6%). Digital approaches to support ACP are being implemented and researched internationally with an evidence base dominated by non-standard study designs. Future research is needed to extend outcome measurement to consider aspects of care quality and explore whether the content of existing systems aligns with aspects of care that are valued by patients.
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Affiliation(s)
- Hüsna Sarıca Çevik
- Leeds Institute of Health Sciences, School of Medicine, Faculty of Medicine and Health, University of Leeds, Leeds, UK
- Department of Family Medicine, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Catharina Muente
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Rüdersdorf, Germany
- Center for Health Services Research, Brandenburg Medical School (Theodor Fontane), Rüdersdorf, Germany
| | - Felix Muehlensiepen
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Rüdersdorf, Germany
- Center for Health Services Research, Brandenburg Medical School (Theodor Fontane), Rüdersdorf, Germany
- Evidence Based Practice in Brandenburg: A JBI Affiliated Group, University of Adelaide, Adelaide, Australia
| | - Jacqueline Birtwistle
- Leeds Institute of Health Sciences, School of Medicine, Faculty of Medicine and Health, University of Leeds, Leeds, UK
| | - Alexander Pachanov
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Rüdersdorf, Germany
- Center for Health Services Research, Brandenburg Medical School (Theodor Fontane), Rüdersdorf, Germany
- Evidence Based Practice in Brandenburg: A JBI Affiliated Group, University of Adelaide, Adelaide, Australia
| | - Dawid Pieper
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Rüdersdorf, Germany
- Center for Health Services Research, Brandenburg Medical School (Theodor Fontane), Rüdersdorf, Germany
- Evidence Based Practice in Brandenburg: A JBI Affiliated Group, University of Adelaide, Adelaide, Australia
| | - Matthew J. Allsop
- Leeds Institute of Health Sciences, School of Medicine, Faculty of Medicine and Health, University of Leeds, Leeds, UK
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Dutta PA, Flynn SJ, Oreper S, Kantor MA, Mourad M. Across race, ethnicity, and language: An intervention to improve advance care planning documentation unmasks health disparities. J Hosp Med 2024; 19:5-12. [PMID: 38041530 DOI: 10.1002/jhm.13248] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 11/10/2023] [Accepted: 11/19/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND Racial and ethnic minority groups are less likely to have advance directives and living wills, despite the importance of advanced care planning (ACP) in end-of-life care. We aimed to understand the impact of an intervention to improve ACP documentation across race, ethnicity, and language on hospitalized patients at our institution. METHODS We launched an intervention to improve the rates of ACP documentation for hospitalized patients aged >75 or with advanced illness defined by the International Classification of Diseases 10th Revision codes. We analyzed ACP completion rates, preintervention, and intervention, and used interrupted time-series analyses to measure the differential impact of the intervention across race, ethnicity, and language. KEY RESULTS A total of 10,220 patients met the inclusion criteria. Overall rates of ACP documentation improved from 13.9% to 43.7% in the intervention period, with a 2.47% monthly increase in ACP documentation compared to baseline (p < .001). During the intervention period, the rate of ACP documentation increased by 2.72% per month for non-Hispanic White patients (p < .001), by 1.84% per month for Latinx patients (p < .001), and by 1.9% per month for Black patients (p < .001). Differences in the intervention trends between non-Hispanic White and Latinx patients (p = .04) and Black patients (p = .04) were significant. CONCLUSIONS An intervention designed to improve ACP documentation in hospitalized patients widened a disparity across race and ethnicity with Latinx and Black patients having lower rates of improvement. Our findings reinforce the need to measure the impact of quality improvement interventions on existing health disparities and to implement specific strategies to prevent worsening disparities.
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Affiliation(s)
- Priyanka A Dutta
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Sarah J Flynn
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Sandra Oreper
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Molly A Kantor
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Michelle Mourad
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
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West LJ, Tomko C, Sessanna L, Paplham P, Austin-Ketch T. Perceived Needs Among Healthcare Providers Caring for Seriously Ill Adults Regarding Electronic Health Record Triggers for Palliative Care Referral. Comput Inform Nurs 2023; 41:853-860. [PMID: 37562432 DOI: 10.1097/cin.0000000000001021] [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: 08/12/2023]
Abstract
Many healthcare facilities in the United States currently utilize electronic health record triggers to promote and facilitate palliative care referral. The purpose of this study was to explore perceived needs regarding electronic health record trigger criteria for palliative care referral among healthcare providers caring for seriously ill adult hospitalized patients in a teaching hospital in New York State. A qualitative descriptive approach was utilized with use of individual semistructured interviews. Braun and Clarke's Reflexive Thematic Analysis method was used to analyze data. Data analysis generated one overarching theme, I'm in Favor of an Electronic Health Record Automatic Trigger for Palliative Care , and three key themes, Build a Checklist Screening Tool Into Epic With Predefined Conditions and a Palliative Consult in the Admission Order Set , If Providers Call a Palliative Care Consult Sooner, We Give Patients a Better Quality of Life , and Providers Need to Be Aware of the Different Facets of What Palliative Care Actually Does. Findings revealed that all participants supported incorporating electronic health record palliative care triggers. Future research is needed exploring provider palliative care education approaches to promote understanding of palliative care services and to address personal and/or professional bias.
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Affiliation(s)
- Lori-Jeanne West
- Author Affiliations: Upstate Medical University College of Nursing, Syracuse (Drs West, Tomko, and Austin-Ketch); and University at Buffalo, School of Nursing, Buffalo (Drs Sessanna and Paplham), NY
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Gabbard JL, Carpenter JG, Ernecoff NC, Mournighan K, Cornea I, McKone M, Hanson LC. Evaluating the pragmatic characteristics of advance care planning outcome measures in dementia clinical trials: A scoping review. J Am Geriatr Soc 2023; 71:3595-3608. [PMID: 37439456 PMCID: PMC10787044 DOI: 10.1111/jgs.18495] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 07/14/2023]
Abstract
BACKGROUND Advance care planning (ACP) is a process that involves discussing a person's goals, values, and preferences; it is particularly important for persons living with dementia (PLWD) given that dementia is incurable and progressive. To ensure results that will impact real-world practices, ACP outcome measures must be psychometrically strong, meaningful to key partners, and pragmatic to collect. Therefore, we conducted a scoping review of outcome measures utilized in ACP randomized controlled clinical trials (RCTs) enrolling PLWD or their care partners and evaluated their pragmatic characteristics. METHODS We searched MEDLINE/PubMed, EMBASE, CINAHL, PsycINFO, and Web of Science for peer-reviewed ACP RCTs enrolling PLWD or their care partners from 2011 to 2021. We abstracted characteristics of primary and secondary outcome measures, including pragmatic characteristics using an adapted Psychometric and Pragmatic Evidence Rating Scale and ACP outcome domains using the standardized ACP Outcome Framework (i.e., process, action, healthcare, or quality of care). RESULTS We included 21 ACP RCTs. Trials included 103 outcome measures (39 primary and 64 secondary), of which 11% measured process, 14% measured action, 49% measured healthcare, and 26% measured quality of care. Twenty-four (23%) outcome measures were highly pragmatic, the majority of which (67%) reflected healthcare outcome measures. Sixty-one (59%) outcomes were assessed as highly relevant to PLWD or their care partners. Only 20% (n = 21) of outcome measures were embedded into clinical practice. Most (62%) RCTs were conducted in nursing homes, and 33% were focused PLWD with advanced stage disease. CONCLUSIONS In RCTs testing ACP interventions to support PLWD, only 23% of outcome measures were highly pragmatic, and most of these measured healthcare utilizations. Outcome assessments were rarely integrated into the EHR during routine clinical care. New outcome measures that address the lived experience of PLWD and their care partners plus have high pragmatic characteristics are needed for embedded pragmatic clinical trials.
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Affiliation(s)
- Jennifer L Gabbard
- School of Medicine, Section of Gerontology and Geriatrics, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Joan G Carpenter
- School of Nursing, Department of Organizational and Adult Health, University of Maryland, College Park, Maryland, USA
| | | | - Kimberly Mournighan
- Division of Geriatric Medicine, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA
| | - Isabella Cornea
- School of Medicine, Section of Gerontology and Geriatrics, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Mark McKone
- School of Medicine, Section of Gerontology and Geriatrics, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA
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Molitch-Hou E, Zhang H, Gala P, Tate A. Impact of the COVID-19 Public Health Crisis and a Structured COVID Unit on Physician Behaviors in Code Status Ordering. Am J Hosp Palliat Care 2023:10499091231204943. [PMID: 37786255 PMCID: PMC10985045 DOI: 10.1177/10499091231204943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023] Open
Abstract
Purpose: Code status orders are standard practice impacting end-of-life care for individuals. This study reviews the impact of a COVID unit on physician behaviors towards goal-concordant end-of-life care at an urban academic tertiary-care hospital. Methods: We conducted a retrospective cohort study of code status ordering on adult inpatients comparing the pre-pandemic period to patients who tested positive, negative and were not tested during the pandemic from January 1, 2019, to December 31, 2020. Results: We analyzed 59,471 unique patient encounters (n = 35,317 pre-pandemic and n = 24,154 during). 1,631 cases of COVID-19 were seen. The rate of code status orders among all inpatients increased from 22% pre-pandemic to 29% during the pandemic (P < .001). Code status orders increased for both patients who were COVID-negative (32% P < .001) and COVID-positive (65% P < .001). Being in a cohorted COVID unit increased code status ordering by an odds of 4.79 (P < .001). Compared to the pre-pandemic cohort, the COVID-positive cohort is less female (50% to 56% P < .001), more Black (66% to 61% P < .001), more Hispanic (6.5% to 5%) and less white (26% to 30% P < .001). Compared to Black patients, white patients had lower odds (.86) of code status ordering (P < .001). Other race/ethnicity categories were not significant. Conclusions: Code status ordering remains low. Compared to pre-pandemic rates, the frequency of orders placed significantly increased for all patients during the pandemic. The largest increase occurred in patients with COVID-19. This increase likely occurred due to protocols in the COVID unit and disease uncertainty.
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Affiliation(s)
- Ethan Molitch-Hou
- Department of Medicine, Section of Hospital Medicine, University of Chicago, Chicago, IL, USA
| | - Hui Zhang
- Center for Health and The Social Sciences, The University of Chicago, Chicago, IL, USA
| | - Pooja Gala
- NYU Grossman School of Medicine, New York University, New York, NY, USA
| | - Alexandra Tate
- Department of Medicine, Section of Hospital Medicine, University of Chicago, Chicago, IL, USA
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Kuusisto A, Saranto K, Korhonen P, Haavisto E. Social and healthcare professionals' experiences of end-of-life care planning and documentation in palliative care. Nurs Open 2023; 10:6445-6454. [PMID: 37334750 PMCID: PMC10416050 DOI: 10.1002/nop2.1894] [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: 01/23/2023] [Revised: 04/28/2023] [Accepted: 06/05/2023] [Indexed: 06/20/2023] Open
Abstract
AIM To explore social and healthcare professionals' experiences of end-of-life (EOL) care planning and documentation in palliative care. DESIGN A qualitative study with narrative methodology. METHODS A narrative method with interviews was used. Data were collected from purposively selected registered nurses (n = 18), practical nurses (n = 5), social workers (n = 5) and physicians (n = 5) working in palliative care unit in five hospitals in three hospital districts. Content analysis within narrative methodologies was undertaken. RESULTS Two main categories - patient-oriented EOL care planning and multi-professional EOL care planning documentation- were formed. Patient-oriented EOL care planning included treatment goals planning, disease treatment planning and EOL care setting planning. Multi-professional EOL care planning documentation included healthcare professionals' and social professionals' perspectives. Healthcare professionals' perspectives on EOL care planning documentation included benefits of structured documentation and poor support of electronic health record (EHR) for documentation. Social professionals' perspective on EOL care planning documentation included usefulness of multi-professional documentation and externality of social professionals in multi-professional documentation. CONCLUSION The results of this interdisciplinary study demonstrated a gap between what healthcare professionals consider important in Advance Care Planning (ACP), that is, proactive, patient-oriented and multi-professional EOL care planning and the ability to access and document this in a useful and accessible way in the EHR. RELEVANCE TO CLINICAL PRACTICE Knowledge of the patient-centered EOL care planning and multi-professional documentation processes and their challenges are prerequisites for documentation to be supported by technology. REPORTING METHOD The Consolidated Criteria for Reporting Qualitative Research checklist was followed. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Anne Kuusisto
- Department of Nursing ScienceUniversity of TurkuTurkuFinland
- The Wellbeing Services County of Satakunta, Satasairaala Central Hospital PoriPoriFinland
| | - Kaija Saranto
- Department of Health and Social ManagementUniversity of Eastern FinlandKuopioFinland
| | - Päivi Korhonen
- Department of General Practice, Turku University HospitalUniversity of TurkuTurkuFinland
| | - Elina Haavisto
- Department of Nursing ScienceUniversity of TurkuTurkuFinland
- Health Sciences Unit of the Faculty of Social SciencesTampere UniversityTampereFinland
- Tampere University HospitalTampereFinland
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Huang H, Zheng O, Wang D, Yin J, Wang Z, Ding S, Yin H, Xu C, Yang R, Zheng Q, Shi B. ChatGPT for shaping the future of dentistry: the potential of multi-modal large language model. Int J Oral Sci 2023; 15:29. [PMID: 37507396 PMCID: PMC10382494 DOI: 10.1038/s41368-023-00239-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 07/06/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
The ChatGPT, a lite and conversational variant of Generative Pretrained Transformer 4 (GPT-4) developed by OpenAI, is one of the milestone Large Language Models (LLMs) with billions of parameters. LLMs have stirred up much interest among researchers and practitioners in their impressive skills in natural language processing tasks, which profoundly impact various fields. This paper mainly discusses the future applications of LLMs in dentistry. We introduce two primary LLM deployment methods in dentistry, including automated dental diagnosis and cross-modal dental diagnosis, and examine their potential applications. Especially, equipped with a cross-modal encoder, a single LLM can manage multi-source data and conduct advanced natural language reasoning to perform complex clinical operations. We also present cases to demonstrate the potential of a fully automatic Multi-Modal LLM AI system for dentistry clinical application. While LLMs offer significant potential benefits, the challenges, such as data privacy, data quality, and model bias, need further study. Overall, LLMs have the potential to revolutionize dental diagnosis and treatment, which indicates a promising avenue for clinical application and research in dentistry.
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Affiliation(s)
- Hanyao Huang
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Oral and Maxillofacial Surgery, West China Hospital of Stomatology, Sichuan University, Chengdu, China.
| | - Ou Zheng
- Department of Civil, Environmental & Construction Engineering, University of Central Florida, Orlando, USA.
| | - Dongdong Wang
- Department of Civil, Environmental & Construction Engineering, University of Central Florida, Orlando, USA
| | - Jiayi Yin
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Oral and Maxillofacial Surgery, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Zijin Wang
- Department of Civil, Environmental & Construction Engineering, University of Central Florida, Orlando, USA
| | - Shengxuan Ding
- College of Transportation Engineering, University of Central Florida, Orlando, USA
| | - Heng Yin
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Oral and Maxillofacial Surgery, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Chuan Xu
- School of Transportation and Logistics, Southwest Jiaotong University, Chengdu, China
- C2SMART Center, Tandon School of Engineering, New York University, Brooklyn, USA
| | - Renjie Yang
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Eastern Clinic, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Qian Zheng
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Oral and Maxillofacial Surgery, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Bing Shi
- State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral Diseases & Department of Oral and Maxillofacial Surgery, West China Hospital of Stomatology, Sichuan University, Chengdu, China
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Alshehri AA, Alanazi A. Usability Study of an Electronic Medical Record From the Nurse Practitioners' Practice: A Qualitative Study Using the Think-Aloud Technique. Cureus 2023; 15:e41603. [PMID: 37565107 PMCID: PMC10411654 DOI: 10.7759/cureus.41603] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2023] [Indexed: 08/12/2023] Open
Abstract
INTRODUCTION Ensuring the usability of electronic medical records (EMRs) is crucial for healthcare providers to offer efficient, effective, and safe patient care. Nurse practitioners (NPs) are integral to the healthcare system and are essential in managing patient workflows. However, few studies assess NPs' perspectives on how EMR usage affects workflow and patient care quality. METHOD In this study, the "think-aloud technique" was utilized for usability testing. It involves observing users (NPs) as they complete their everyday tasks on the EMR while vocalizing their thoughts and emotions. This method has been proven reliable and valid through various research, such as a systematic review. RESULTS The EMR system used by NPs can create a heavy cognitive workload, have limited functionality, can lead to unintended errors, and may experience technical difficulties. CONCLUSION The EMR system used by NPs is challenging due to three main issues: high cognitive workload, limited system functionality, and technical problems. To improve the system, it is recommended to reduce the cognitive burden by customizing the user interface to fit the NPs' needs, enhancing the system's functionality by adding essential features and fixing any technical issues.
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Affiliation(s)
- Afnan Ali Alshehri
- College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Research, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Abdullah Alanazi
- College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Research, King Abdullah International Medical Research Center, Riyadh, SAU
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Godage S, Rowe K, Hu FY, Bader AM, Cooper Z, Bernacki RE, Hepner DL, Allen MB. Preoperative Code Status Discussion Workflows: Targets for Improvement in Multidisciplinary Pathways. J Pain Symptom Manage 2023; 66:e35-e43. [PMID: 37023833 DOI: 10.1016/j.jpainsymman.2023.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/22/2023] [Accepted: 03/26/2023] [Indexed: 04/08/2023]
Abstract
CONTEXT Discussion of perioperative code status is an important element of preoperative care and a component of the American College of Surgeons' Geriatric Surgery Verification (GSV) program. Evidence suggests code status discussions (CSDs) are not routinely performed and are inconsistently documented. OBJECTIVES Because preoperative decision making is a complex process spanning multiple providers, this study aims to utilize process mapping to highlight challenges associated with CSDs and inform efforts to improve workflows and implement elements of the GSV program. METHODS Using process mapping, we detailed workflows relating to (CSDs) for patients undergoing thoracic surgery and a possible workflow for implementing GSV standards for goals and decision-making. RESULTS We generated process maps for outpatient and day-of-surgery workflows relating to CSDs. In addition, we generated a process map for a potential workflow to address limitations and integrate GSV Standards for Goals and Decision Making. CONCLUSION Process mapping highlighted challenges associated with the implementation of multidisciplinary care pathways and indicated a need for centralization and consolidation of perioperative code status documentation.
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Affiliation(s)
- Sashini Godage
- Harvard Medical School (S.G., K.R.), Boston, Massachusetts, USA
| | - Katie Rowe
- Harvard Medical School (S.G., K.R.), Boston, Massachusetts, USA; Harvard Business School (K.R.), Boston, Massachusetts, USA
| | - Frances Y Hu
- Department of Surgery (F.Y.H., Z.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Angela M Bader
- Center for Surgery and Public Health (A.M.B., Z.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Department of Anesthesiology (A.M.B., D.L.H., M.B.A), Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Zara Cooper
- Department of Surgery (F.Y.H., Z.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Center for Surgery and Public Health (A.M.B., Z.C.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachelle E Bernacki
- Department of Psychosocial Oncology and Palliative Care (R.E.B), Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA; Division of Palliative Medicine, Department of Medicine (R.E.B), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - David L Hepner
- Department of Anesthesiology (A.M.B., D.L.H., M.B.A), Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew B Allen
- Department of Anesthesiology (A.M.B., D.L.H., M.B.A), Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
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Chalkias A, Adamos G, Mentzelopoulos SD. General Critical Care, Temperature Control, and End-of-Life Decision Making in Patients Resuscitated from Cardiac Arrest. J Clin Med 2023; 12:4118. [PMID: 37373812 DOI: 10.3390/jcm12124118] [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: 05/05/2023] [Revised: 06/02/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Cardiac arrest affects millions of people per year worldwide. Although advances in cardiopulmonary resuscitation and intensive care have improved outcomes over time, neurologic impairment and multiple organ dysfunction continue to be associated with a high mortality rate. The pathophysiologic mechanisms underlying the post-resuscitation disease are complex, and a coordinated, evidence-based approach to post-resuscitation care has significant potential to improve survival. Critical care management of patients resuscitated from cardiac arrest focuses on the identification and treatment of the underlying cause(s), hemodynamic and respiratory support, organ protection, and active temperature control. This review provides a state-of-the-art appraisal of critical care management of the post-cardiac arrest patient.
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Affiliation(s)
- Athanasios Chalkias
- Department of Anesthesiology, Faculty of Medicine, University of Thessaly, 41500 Larisa, Greece
- Outcomes Research Consortium, Cleveland, OH 44195, USA
| | - Georgios Adamos
- First Department of Intensive Care Medicine, National and Kapodistrian University of Athens Medical School, 10675 Athens, Greece
| | - Spyros D Mentzelopoulos
- First Department of Intensive Care Medicine, National and Kapodistrian University of Athens Medical School, 10675 Athens, Greece
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12
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Zhu N, Yang L, Wang X, Tuo J, Chen L, Deng R, Kwan RYC. Experiences and perspectives of healthcare professionals implementing advance care planning for people suffering from life-limiting illness: a systematic review and meta-synthesis of qualitative studies. BMC Palliat Care 2023; 22:55. [PMID: 37149560 PMCID: PMC10163819 DOI: 10.1186/s12904-023-01176-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 04/24/2023] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND Life-limited patients may lose decision-making abilities during disease progression. Advance care planning can be used as a discussion method for healthcare professionals to understand patients' future care preferences. However, due to many difficulties, the participation rate of healthcare professionals in advance care planning is not high. AIM To explore the facilitators of and barriers to healthcare professionals' provision of advance care planning to life-limited patients to better implement it for this population. METHODS We followed ENTREQ and PRISMA to guide this study. We conducted a systematic search of PubMed, Web of Science, Embase, CINAHL, PsycINFO, CNKI, and SinoMed to include qualitative data on the experiences and perspectives of healthcare professionals in different professional fields in providing advance care planning for life-limited patients. The Joanna Briggs Institute Critical Appraisal Checklist for Qualitative Research was used to assess the quality of the included studies. RESULTS A total of 11 studies were included. Two themes were identified: unsupported conditions and facilitative actions. Healthcare professionals regarded cultural concepts, limited time, and fragmented record services as obstacles to implementation. They had low confidence and were overly concerned about negative effects. They needed to possess multiple abilities, learn to flexibly initiate topics, and facilitate effective communication based on multidisciplinary collaboration. CONCLUSION Healthcare professionals need an accepting cultural environment to implement advance care planning, a sound legal system, financial support, and a coordinated and shared system to support them. Healthcare systems need to develop educational training programs to increase the knowledge and skills of healthcare professionals and to promote multidisciplinary collaboration to facilitate effective communication. Future research should compare the differences in the needs of healthcare professionals in different cultures when implementing advance care planning to develop systematic implementation guidelines in different cultures.
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Affiliation(s)
- Nanxi Zhu
- Nursing Department, Affiliated Hospital of Zunyi Medical University, 121 Dalian Road, Zunyi City, Huichuan District, Guizhou Province, 563000, China
- Nursing Department, Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai, 519100, China
| | - Liu Yang
- Nursing Department, Affiliated Hospital of Zunyi Medical University, 121 Dalian Road, Zunyi City, Huichuan District, Guizhou Province, 563000, China
| | - Xianlin Wang
- Nursing Department, Affiliated Hospital of Zunyi Medical University, 121 Dalian Road, Zunyi City, Huichuan District, Guizhou Province, 563000, China
| | - Jinmei Tuo
- Nursing Department, Affiliated Hospital of Zunyi Medical University, 121 Dalian Road, Zunyi City, Huichuan District, Guizhou Province, 563000, China
| | - Liuliu Chen
- School of Health, Zhuhai College of Science and Technology, Zhuhai, 519041, China
| | - Renli Deng
- Nursing Department, Affiliated Hospital of Zunyi Medical University, 121 Dalian Road, Zunyi City, Huichuan District, Guizhou Province, 563000, China.
- Nursing Department, Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai, 519100, China.
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13
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Gontasz MM, Chalk BS, Liang C. Improving On-time Administration of the Initial Hepatitis B Vaccine in the NICU. Pediatr Qual Saf 2023; 8:e658. [PMID: 38571739 PMCID: PMC10990374 DOI: 10.1097/pq9.0000000000000658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 05/05/2023] [Indexed: 04/05/2024] Open
Abstract
Introduction Despite the updated American Academy of Pediatrics recommendation for universal administration of the hepatitis B vaccine for newborns, delays in routine prophylaxis are common in the Neonatal Intensive Care Unit (NICU). Delayed immunization can increase perinatal acquisition risks and lead to subsequent delays in routine childhood immunization. This study aimed to increase the on-time administration of the birth dose of the hepatitis B vaccine from 46% to ≥70% at a level III and level IV NICU within the same health system. Methods The stakeholder group developed project interventions using quality improvement methods, including implementing unit guidelines and a prompt in the progress note template. The outcome measure was the percent on-time administration of the initial hepatitis B vaccine for inborn NICU patients born to hepatitis B-negative mothers. The process measure was the percent on-time administration or a valid reason to delay immunization following the guidelines. Statistical process control P-charts graphically represented the measures to assess for change from January 2019 to May 2021. Results In total, 2192 patients were included. The percent on-time administration improved from 48% to 57%. The percentage of on-time administration or valid reason to delay increased from 76% to 80%. Conclusions Quality improvement methodology facilitated the identification of barriers to on-time hepatitis B prophylaxis in the NICU and the improvement of the timeliness of administration across 2 sites. Guidelines tailored to this population and changes to the progress note template successfully created and sustained change and may benefit other NICUs.
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Affiliation(s)
- Michelle M. Gontasz
- From the Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Caroline Liang
- Department of Pharmacy, Johns Hopkins Bayview Medical Center, Baltimore, MD
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14
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Thorakkattil SA, Parakkal SA, Arain S, AlDobayan Z. A patient-centered ambulatory care pharmacy design to abate the real-world patient counseling challenges. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 9:100248. [PMID: 37065778 PMCID: PMC10090654 DOI: 10.1016/j.rcsop.2023.100248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 03/03/2023] [Accepted: 03/17/2023] [Indexed: 03/28/2023] Open
Abstract
Patient counseling is an important tool to help both healthcare providers and patients in achieving the desired health outcomes. It is one of the significant and well-established roles for pharmacists in the health care system, enabling them to develop a pharmacist-patient collaborative relationship to ensure medication compliance, improved adherence to the prescribed medication regimen and prevention of adverse drug events. Delivering effective and efficient patient counseling is often hindered by numerous personal and system-related challenges. Therefore, efforts to overcome these challenges necessitate developing and incorporating various tools and methods to establish an integrated patient-centered pharmacy design. This article demonstrates the development of one such integrated model in the Johns Hopkins Aramco Healthcare ambulatory care pharmacy setting. It includes components such as electronic health records, patient portal communication systems, telehealth models (both telephonic and virtual), physical redesign of the pharmacy layout, enhanced pharmacy website, and utilizing robotic dispensing systems to deliver more efficient and interactive patient counseling. The goal of implementing the innovative patient-centered pharmacy design and integration of the telehealth model was to mitigate many of the barriers faced by the pharmacist in the traditional system during patient counseling. This new integrated model provides an example for other healthcare organizations to improve patient counseling effectiveness and provide excellent patient-centered care.
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15
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Uyeda AM, Lee RY, Pollack LR, Paul SR, Downey L, Brumback LC, Engelberg RA, Sibley J, Lober WB, Cohen T, Torrence J, Kross EK, Curtis JR. Predictors of Documented Goals-of-Care Discussion for Hospitalized Patients With Chronic Illness. J Pain Symptom Manage 2023; 65:233-241. [PMID: 36423800 PMCID: PMC9928787 DOI: 10.1016/j.jpainsymman.2022.11.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/04/2022] [Accepted: 11/13/2022] [Indexed: 11/23/2022]
Abstract
CONTEXT Goals-of-care discussions are important for patient-centered care among hospitalized patients with serious illness. However, there are little data on the occurrence, predictors, and timing of these discussions. OBJECTIVES To examine the occurrence, predictors, and timing of electronic health record (EHR)-documented goals-of-care discussions for hospitalized patients. METHODS This retrospective cohort study used natural language processing (NLP) to examine EHR-documented goals-of-care discussions for adults with chronic life-limiting illness or age ≥80 hospitalized 2015-2019. The primary outcome was NLP-identified documentation of a goals-of-care discussion during the index hospitalization. We used multivariable logistic regression to evaluate associations with baseline characteristics. RESULTS Of 16,262 consecutive, eligible patients without missing data, 5,918 (36.4%) had a documented goals-of-care discussion during hospitalization; approximately 57% of these discussions occurred within 24 hours of admission. In multivariable analysis, documented goals-of-care discussions were more common for women (OR=1.26, 95%CI 1.18-1.36), older patients (OR=1.04 per year, 95%CI 1.03-1.04), and patients with more comorbidities (OR=1.11 per Deyo-Charlson point, 95%CI 1.10-1.13), cancer (OR=1.88, 95%CI 1.72-2.06), dementia (OR=2.60, 95%CI 2.29-2.94), higher acute illness severity (OR=1.12 per National Early Warning Score point, 95%CI 1.11-1.14), or prior advance care planning documents (OR=1.18, 95%CI 1.08-1.30). Documentation of these discussions was less common for racially or ethnically minoritized patients (OR=0.823, 95%CI 0.75-0.90). CONCLUSION Among hospitalized patients with serious illness, documented goals-of-care discussions identified by NLP were more common among patients with older age and increased burden of acute or chronic illness, and less common among racially or ethnically minoritized patients. This suggests important disparities in goals-of-care discussions.
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Affiliation(s)
- Alison M Uyeda
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Robert Y Lee
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lauren R Pollack
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Sudiptho R Paul
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lois Downey
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lyndia C Brumback
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biostatistics, University of Washington (L.C.B.), Seattle, Washington, USA
| | - Ruth A Engelberg
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - James Sibley
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA
| | - William B Lober
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA; Department of Biobehavioral Nursing and Health Informatics, University of Washington (W.B.L.), Seattle, Washington, USA
| | - Trevor Cohen
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA
| | - Janaki Torrence
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Erin K Kross
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - J Randall Curtis
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA.
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Sustainability of a Multifaceted Intervention to Improve Surrogate Decision Maker Documentation for Hospitalized Adults. Am J Med Qual 2022; 37:495-503. [PMID: 36149834 DOI: 10.1097/jmq.0000000000000081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Documenting surrogate decision makers (SDMs) is an important step in advance care planning (ACP) for hospitalized adults. The authors performed a quality improvement study of clinical and electronic health record (EHR) workflows aiming to increase SDM documentation for hospitalized adults. The intervention included an ACP education module, audit and feedback, as well as workflow and EHR adaptations. The authors prospectively tracked SDM documentation using control charts and used chart review to assess secondary outcome, process, and balancing measures. SDM documentation significantly increased from 69.5% to 80.2% ( P < 0.001) for intervention patients, sustained over 3 years, and was unchanged for control patients (34.6% to 36.3%; P = 0.355). There were no significant differences in secondary ACP outcomes in intervention or control patients. Clinical and EHR adaptations increased SDM documentation for hospitalized adults with minimal risk, although did not affect other ACP metrics. Future studies are needed to determine the effects of such changes on goal-concordant care.
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Mapping and characterising electronic palliative care coordination systems and their intended impact: A national survey of end-of-life care commissioners. PLoS One 2022; 17:e0275991. [PMID: 36240254 PMCID: PMC9565729 DOI: 10.1371/journal.pone.0275991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 09/27/2022] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES In England, Electronic Palliative Care Coordination Systems (EPaCCS) were introduced in 2008 to support care coordination and delivery in accordance with patient preferences. Despite policy supporting their implementation, there has been a lack of rigorous evaluation of EPaCCS and it is not clear how they have been translated into practice. This study sought to examine the current national implementation of EPaCCS, including their intended impact on patient and service outcomes, and barriers and facilitators for implementation. METHODS We conducted a national cross-sectional online survey of end-of-life care commissioning leads for Clinical Commissioning Groups (CCGs) in England. We enquired about the current implementation status of EPaCCS, their role in information sharing and intended impact, and requested routine patient-level data relating to EPaCCS. RESULTS Out of 135 CCGs, 85 (63.0%) responded, with 57 (67.1%) having operational EPaCCS. Use of EPaCCS were confined to healthcare providers with most systems (67%) not supporting information sharing with care homes and social care providers. Most systems (68%) sought to facilitate goal concordant care, although there was inconsonance between intended impacts and monitoring measures used. Common challenges to implementation included healthcare professionals' limited engagement. Only one-third of patients had an EPaCCS record at death with limited recording of patient preferences. CONCLUSIONS Critical gaps exist in engagement with EPaCCS and their ability to facilitate information sharing across care providers. The limited alignment between stated goals of EPaCCS and their monitoring impedes efforts to understand which characteristics of systems can best support care delivery.
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Gabbard J, Strahley AE, Pajewski NM, Callahan KE, Foley KL, Brown A, Moses A, Kirkendall E, Williamson JD, Brooten J, Marterre B, Sutfin EL. Development of an Advance Care Planning Portal-Based Tool for Community-Dwelling Persons Living With Cognitive Impairment: The ACPVoice Tool. Am J Hosp Palliat Care 2022:10499091221134030. [PMID: 36239407 PMCID: PMC10102257 DOI: 10.1177/10499091221134030] [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: 11/15/2022] Open
Abstract
Background: Patient portals can be an innovative and efficient way to engage patients in advance care planning (ACP). However, comprehension and judgment in older adults with cognitive impairment presents several barriers and challenges to engaging in new technology. Our objective was to develop an ACP portal-based tool (ACPVoice) for community-dwelling persons living with cognitive impairment (PLCI) by engaging end-users in the design process. Methods: Two rounds of cognitive interviews were conducted to identify and resolve cognitive issues related to comprehension, judgment, response, and to assess content validity. Purposive sampling was used with the goal of enrolling 15 different participants (five with mild cognitive impairment and five dyads (those with mild dementia and their care partner) in each round to assess respondents' understanding of questions related to advance care planning to be administered via the patient portal. Results: Twenty PLCI (mean age 78.4, 10 females [50%]) and ten care partners (mean age 60.9, 9 females [90%]) completed cognitive interviews between May 2021 and October 2021. The mean Mini-Mental State Examination score for PLCI was 25.6 (SD 2.6). Unclear wording and undefined vague and/or unfamiliar terms were the major issues identified. Revisions to item wording, response options, and instructions were made to improve question comprehension and response as well as navigational ease. Conclusion: Minor changes to the wording, format, and response options substantially improved respondents' ability to interpret the item content of the ACPVoice tool. Dissemination and implementation of the ACPVoice tool could help to engage community-dwelling PLCI in ACP discussions.
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Affiliation(s)
- Jennifer Gabbard
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Ashley E Strahley
- Division of Public Health Sciences, Department of Social Sciences and Health Policy, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Nicholas M Pajewski
- Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Division of Public Health Sciences, Department of Biostatistics and Data Science, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Kathryn E Callahan
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Division of Public Health Sciences, Department of Implementation Science, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Kristie L Foley
- Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Division of Public Health Sciences, Department of Implementation Science, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Andrew Brown
- Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Adam Moses
- Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Section on General Internal Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Eric Kirkendall
- Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Department of Pediatrics, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jeff D Williamson
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Center for Healthcare Innovation, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Justin Brooten
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA.,Department of Emergency Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Buddy Marterre
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Erin L Sutfin
- Division of Public Health Sciences, Department of Social Sciences and Health Policy, 12279Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Mallidou AA, Tschanz C, Antifeau E, Lee KY, Mtambo JK, Heckl H. The Medical Orders for Scope of Treatment (MOST) form completion: a retrospective study. BMC Health Serv Res 2022; 22:1186. [PMID: 36131303 PMCID: PMC9492459 DOI: 10.1186/s12913-022-08542-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 09/05/2022] [Indexed: 11/18/2022] Open
Abstract
Background Advance care planning (ACP) involves discussions about patient and families’ wishes and preferences for future healthcare respecting autonomy, improving quality of care, and reducing overtreatment. The Medical Orders for Scope of Treatment (MOST) form records person preferred level and types of treatment and intervention. Purpose To examine the MOST form use in inpatient units within a British Columbia (Canada) hospital, estimate and compare its completion rate, and inform health policies for continuous, quality and individualized patient care. Methods About 5,000 patients admitted to the participating tertiary acute care hospital during October 2020. Data from 780 eligible participants in medical, surgical, or psychiatry unit were analyzed with descriptive statistics, the chi-square test for group comparisons, and logistic regression to assess predictors of the MOST form completion. Results Participants’ (54% men) age ranged from 20–97 years (mean = 59.53, SD = 19.54). Mainly physicians (99.1%) completed the MOST form for about 60% of them. A statistically significant difference of MOST completion found among the units [Pearson χ2(df=2, n=780) = 79.53, p < .001, φ = .319]. Multivariate logistic regression analysis demonstrated that age (OR = 1.05, 95% CI 1.04 to 1.06) and unit admission (OR = .60, 95% CI 0.36 to 0.99 in psychiatry; and OR = .21, 95% CI 0.14 to 0.31 in surgery) were independently associated with the MOST form completion. Conclusion Our findings demonstrate a need for consistent and broad completion of the MOST form across all jurisdictions using, desirably, advanced electronic systems. Healthcare providers need to raise awareness of the MOST completion benefits and be prepared to discuss topics relevant to end-of-life. Further research is required on the MOST form completion.
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Affiliation(s)
- Anastasia A Mallidou
- School of Nursing, University of Victoria, B236 - HSD Building, 3800 Finnerty (Ring) Road, Victoria, BC, V8P 5C2, Canada.
| | - Coby Tschanz
- School of Nursing, University of Victoria, B236 - HSD Building, 3800 Finnerty (Ring) Road, Victoria, BC, V8P 5C2, Canada
| | - Elisabeth Antifeau
- Palliative Care and End of Life Services, Interior Health, Vancouver, VIC, Canada
| | | | | | - Holly Heckl
- School of Nursing, University of Victoria, B236 - HSD Building, 3800 Finnerty (Ring) Road, Victoria, BC, V8P 5C2, Canada
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20
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Epstein AS, Riley M, Nelson JE, Bernal C, Martin S, Xiao H. Goals of care documentation by medical oncologists and oncology patient end-of-life care outcomes. Cancer 2022; 128:3400-3407. [PMID: 35866716 PMCID: PMC9420787 DOI: 10.1002/cncr.34400] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/06/2022] [Accepted: 06/15/2022] [Indexed: 12/22/2022]
Abstract
BACKGROUND Goals of care (GOC) documentation is important but underused. We aimed to improve oncologist GOC documentation and end-of-life (EOL) care. METHODS In April 2020, our cancer center launched a GOC note template, including optional fields for documenting discussion with the patient about: cancer natural history, goals, and/or EOL (resuscitation preferences, hospice receptivity). Associations between GOC notes and EOL care were evaluated. RESULTS Among 1721 patients dying between June 1, 2020 and June 30, 2021, median days from first GOC note (± with documentation of EOL discussion) to death was 92, whereas a GOC note including EOL discussion ("GOC EOL note"), specifically, was 31. Patients with a first GOC note >60 days before death spent fewer days inpatient (6.7 vs 10.6 days, p < .001). Among patients with GOC EOL notes, those with such documentation >30 days before death had fewer inpatient (5 vs 11, p < .001) and intensive care unit days (0.5 vs 1.5, p < .001), more hospice referrals (57% vs 44%, p = .003), and less chemotherapy ≤14 days before death (6% vs 11%, p = .010). Of 925 admissions of patients dying within ≤30 days, those with GOC EOL notes were shorter (7 vs 9 days, p = .013) but not associated with more hospice discharge (30% vs 25%, p = .163). Oncologist (vs nononcologist) GOC documentation and earlier documentation of EOL discussion were associated in subset analyses with less inpatient care and more hospice referrals. CONCLUSIONS Documentation of GOC, including EOL discussions, is associated with favorable performance on accepted indicators of quality EOL care.
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Affiliation(s)
- Andrew S. Epstein
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Michael Riley
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Judith E. Nelson
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Camila Bernal
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Steven Martin
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Han Xiao
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
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21
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Burghout C, Nahar-van Venrooij LMW, Bolt SR, Smilde TJ, Wouters EJM. Benefits of Structured Advance Care Plan in end-of-Life Care Planning among Older Oncology Patients: A Retrospective Pilot Study. J Palliat Care 2022; 38:30-40. [PMID: 36039518 DOI: 10.1177/08258597221119660] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Objectives: Studies suggest that advance care planning (ACP) results in improved quality of life and reduced healthcare consumption. We assessed how the use of a structured advance care planning tool (ACPT) in oncology patients relates to their healthcare consumption before death, and to the match between preferred and actual place of death. Methods: We performed a pilot study at a teaching hospital in the Netherlands. Endpoints were 1) healthcare consumption at three and one month(s) before death, and 2) the match between preferred and actual place of death. Results: The study included 75 patients without an ACPT (group 1) and 59 patients with an ACPT (group 2) of whom the preferred place of care or death were documented at least three months before death in 15 patients (subgroup 2b). Compared to group 1, patients in group 2 had significantly more healthcare consumption. However, compared to group 1, patients in subgroup 2b underwent significantly less diagnostic (33.3% (n = 5) versus 69.3% (n = 52), p < 0.05) and laboratory tests (33.3% (n = 5) versus 62.7% (n = 47), p < 0.05) one month before death. Patients in subgroup 2b died at their preferred place more often (76.9%, n = 10) compared to patients in group 1 (58.3%, n = 7) (NS), which meant more deaths at home and less in-hospital-deaths. Conclusions: The results suggest that timely documentation of the preferred place of care or death in a structured ACPT may result in less healthcare consumption and a better match between the preferred and actual place of death.
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Affiliation(s)
- Carolien Burghout
- Department of hemato-oncology, 10233Jeroen Bosch Hospital, Hertogenbosch, Noord Brabant, Netherlands.,Jeroen Bosch Academy Research, 10233Jeroen Bosch Hospital, Hertogenbosch, Noord Brabant, Netherlands.,Department of Tranzo, 120694Tilburg University, School of Social and Behavioral Sciences, Tilburg, Netherlands
| | | | - Sascha R Bolt
- Department of Tranzo, 120694Tilburg University, School of Social and Behavioral Sciences, Tilburg, Netherlands
| | - Tineke J Smilde
- Department of hemato-oncology, 10233Jeroen Bosch Hospital, Hertogenbosch, Noord Brabant, Netherlands
| | - Eveline J M Wouters
- Department of Tranzo, 120694Tilburg University, School of Social and Behavioral Sciences, Tilburg, Netherlands.,3170Fontys University of Applied Science, School For Allied Health Professionals, Eindhoven, Noord-Brabant, Netherlands
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22
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Liu L, Daum C, Miguel Cruz A, Neubauer N, Perez H, Ríos Rincón A. Ageing, technology, and health: Advancing the concepts of autonomy and independence. Healthc Manage Forum 2022; 35:296-300. [PMID: 35924794 PMCID: PMC9425715 DOI: 10.1177/08404704221110734] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The global pandemic expedited the adoption of AgeTech solutions that aim to help older adults maintain their autonomy and independence. This article examines the negative impact of the Western worldview of autonomy and independence on older adults. Negative impact can manifest as ageism and may be compounded by intersections of identities with race, gender, and culture. We propose an inclusive framework for health leaders, one that is not binary or categorical, but instead, on a continuum: (1) relational autonomy which assumes that relationships form one's identity; therefore, no one is autonomous to the exclusion of others, and (2) interdependence which proposes that one's lifestyle choice is supported by interreliance with aspects of one's environment. We examine two examples of AgeTech from the perspective of relational autonomy and interdependence and discuss how health leaders can use this inclusive framework to ensure that their services do not discriminate against older adults.
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Affiliation(s)
- Lili Liu
- 8430University of Waterloo, Waterloo, Ontario, Canada
| | - Christine Daum
- 8430University of Waterloo, Waterloo, Ontario, Canada.,70412University of Alberta, Edmonton, Alberta, Canada
| | - Antonio Miguel Cruz
- 8430University of Waterloo, Waterloo, Ontario, Canada.,70412University of Alberta, Edmonton, Alberta, Canada.,Glenrose Rehabilitation Hospital, Edmonton, Alberta, Canada
| | | | - Hector Perez
- 8430University of Waterloo, Waterloo, Ontario, Canada
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23
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Song J, Topaz M, Landau AY, Klitzman R, Shang J, Stone P, McDonald M, Cohen B. Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers. PLoS One 2022; 17:e0270220. [PMID: 35816481 PMCID: PMC9273092 DOI: 10.1371/journal.pone.0270220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/06/2022] [Indexed: 11/19/2022] Open
Abstract
The prevalence of patients who are Incapacitated with No Evident Advance Directives or Surrogates (INEADS) remains unknown because such data are not routinely captured in structured electronic health records. This study sought to develop and validate a natural language processing (NLP) algorithm to identify information related to being INEADS from clinical notes. We used a publicly available dataset of critical care patients from 2001 through 2012 at a United States academic medical center, which contained 418,393 relevant clinical notes for 23,904 adult admissions. We developed 17 subcategories indicating reduced or elevated potential for being INEADS, and created a vocabulary of terms and expressions within each. We used an NLP application to create a language model and expand these vocabularies. The NLP algorithm was validated against gold standard manual review of 300 notes and showed good performance overall (F-score = 0.83). More than 80% of admissions had notes containing information in at least one subcategory. Thirty percent (n = 7,134) contained at least one of five social subcategories indicating elevated potential for being INEADS, and <1% (n = 81) contained at least four, which we classified as high likelihood of being INEADS. Among these, n = 8 admissions had no subcategory indicating reduced likelihood of being INEADS, and appeared to meet the definition of INEADS following manual review. Among the remaining n = 73 who had at least one subcategory indicating reduced likelihood of being INEADS, manual review of a 10% sample showed that most did not appear to be INEADS. Compared with the full cohort, the high likelihood group was significantly more likely to die during hospitalization and within four years, to have Medicaid, to have an emergency admission, and to be male. This investigation demonstrates potential for NLP to identify INEADS patients, and may inform interventions to enhance advance care planning for patients who lack social support.
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Affiliation(s)
- Jiyoun Song
- Columbia University School of Nursing, New York, New York, United States of America
| | - Maxim Topaz
- Columbia University School of Nursing, New York, New York, United States of America
- Data Science Institute, Columbia University, New York, New York, United States of America
- Visiting Nurse Service of New York, New York, New York, United States of America
| | - Aviv Y. Landau
- Data Science Institute, Columbia University, New York, New York, United States of America
- Columbia School of Social Work, New York, New York, United States of America
| | - Robert Klitzman
- Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States of America
- Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - Jingjing Shang
- Columbia University School of Nursing, New York, New York, United States of America
| | - Patricia Stone
- Columbia University School of Nursing, New York, New York, United States of America
| | - Margaret McDonald
- Visiting Nurse Service of New York, New York, New York, United States of America
| | - Bevin Cohen
- Center for Nursing Research and Innovation, Mount Sinai Health System, New York, New York, United States of America
- Department of Geriatric and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
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24
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Uyeda AM, Curtis JR, Engelberg RA, Brumback LC, Guo Y, Sibley J, Lober WB, Cohen T, Torrence J, Heywood J, Paul SR, Kross EK, Lee RY. Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record. J Pain Symptom Manage 2022; 63:e713-e723. [PMID: 35182715 PMCID: PMC9124686 DOI: 10.1016/j.jpainsymman.2022.02.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 01/05/2022] [Accepted: 02/07/2022] [Indexed: 01/02/2023]
Abstract
CONTEXT Documented goals-of-care discussions are an important quality metric for patients with serious illness. Natural language processing (NLP) is a promising approach for identifying goals-of-care discussions in the electronic health record (EHR). OBJECTIVES To compare three NLP modeling approaches for identifying EHR documentation of goals-of-care discussions and generate hypotheses about differences in performance. METHODS We conducted a mixed-methods study to evaluate performance and misclassification for three NLP featurization approaches modeled with regularized logistic regression: bag-of-words (BOW), rule-based, and a hybrid approach. From a prospective cohort of 150 patients hospitalized with serious illness over 2018 to 2020, we collected 4391 inpatient EHR notes; 99 (2.3%) contained documented goals-of-care discussions. We used leave-one-out cross-validation to estimate performance by comparing pooled NLP predictions to human abstractors with receiver-operating-characteristic (ROC) and precision-recall (PR) analyses. We qualitatively examined a purposive sample of 70 NLP-misclassified notes using content analysis to identify linguistic features that allowed us to generate hypotheses underpinning misclassification. RESULTS All three modeling approaches discriminated between notes with and without goals-of-care discussions (AUCROC: BOW, 0.907; rule-based, 0.948; hybrid, 0.965). Precision and recall were only moderate (precision at 70% recall: BOW, 16.2%; rule-based, 50.4%; hybrid, 49.3%; AUCPR: BOW, 0.505; rule-based, 0.579; hybrid, 0.599). Qualitative analysis revealed patterns underlying performance differences between BOW and rule-based approaches. CONCLUSION NLP holds promise for identifying EHR-documented goals-of-care discussions. However, the rarity of goals-of-care content in EHR data limits performance. Our findings highlight opportunities to optimize NLP modeling approaches, and support further exploration of different NLP approaches to identify goals-of-care discussions.
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Affiliation(s)
- Alison M Uyeda
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA
| | - J Randall Curtis
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA; Department of Biobehavioral Nursing and Health Informatics (J.R.C., J.S., W.B.L.), University of Washington, Seattle, WA.
| | - Ruth A Engelberg
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
| | - Lyndia C Brumback
- Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Department of Biostatistics (L.C.B.), University of Washington, Seattle, WA
| | - Yue Guo
- Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Department of Biomedical Informatics and Medical Education (Y.G., W.B.L., T.C.), University of Washington, Seattle, WA
| | - James Sibley
- Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Department of Biobehavioral Nursing and Health Informatics (J.R.C., J.S., W.B.L.), University of Washington, Seattle, WA
| | - William B Lober
- Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Department of Biomedical Informatics and Medical Education (Y.G., W.B.L., T.C.), University of Washington, Seattle, WA; Department of Biobehavioral Nursing and Health Informatics (J.R.C., J.S., W.B.L.), University of Washington, Seattle, WA
| | - Trevor Cohen
- Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Department of Biomedical Informatics and Medical Education (Y.G., W.B.L., T.C.), University of Washington, Seattle, WA
| | - Janaki Torrence
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
| | - Joanna Heywood
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
| | - Sudiptho R Paul
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
| | - Erin K Kross
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
| | - Robert Y Lee
- Department of Medicine (A.M.U., J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine (A.M.U., J.R.C., R.A.E., L.C.B., Y.G., J.S., W.B.L., T.C., J.T., J.H., S.R.P., E.K.K., R.Y.L.), University of Washington, Seattle, WA; Division of Pulmonary, Critical Care, and Sleep Medicine (J.R.C., R.A.E., J.T., J.H., S.R.P., E.K.K., R.Y.L.), Department of Medicine, Harborview Medical Center, University of Washington, Seattle, WA
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Clinical Network for Big Data and Personalized Health: Study Protocol and Preliminary Results. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116365. [PMID: 35681950 PMCID: PMC9180513 DOI: 10.3390/ijerph19116365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/09/2022] [Accepted: 05/20/2022] [Indexed: 11/28/2022]
Abstract
The use of secondary hospital-based clinical data and electronical health records (EHR) represent a cost-efficient alternative to investigate chronic conditions. We present the Clinical Network Big Data and Personalised Health project, which collects EHRs for patients accessing hospitals in Central-Southern Italy, through an integrated digital platform to create a digital hub for the collection, management and analysis of personal, clinical and environmental information for patients, associated with a biobank to perform multi-omic analyses. A total of 12,864 participants (61.7% women, mean age 52.6 ± 17.6 years) signed a written informed consent to allow access to their EHRs. The majority of hospital access was in obstetrics and gynaecology (36.3%), while the main reason for hospitalization was represented by diseases of the circulatory system (21.2%). Participants had a secondary education (63.5%), were mostly retired (25.45%), reported low levels of physical activity (59.6%), had low adherence to the Mediterranean diet and were smokers (30.2%). A large percentage (35.8%) were overweight and the prevalence of hypertension, diabetes and hyperlipidemia was 36.4%, 11.1% and 19.6%, respectively. Blood samples were retrieved for 8686 patients (67.5%). This project is aimed at creating a digital hub for the collection, management and analysis of personal, clinical, diagnostic and environmental information for patients, and is associated with a biobank to perform multi-omic analyses.
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26
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Silveira A, Sequeira T, Gonçalves J, Lopes Ferreira P. Patient reported outcomes in oncology: changing perspectives-a systematic review. Health Qual Life Outcomes 2022; 20:82. [PMID: 35597948 PMCID: PMC9124403 DOI: 10.1186/s12955-022-01987-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 05/10/2022] [Indexed: 12/24/2022] Open
Abstract
In public health context, oncology is associated with severe negative impact on patients and on their relatives’ quality of life. Over the last decades, survival has remained at 50% worldwide for some tumor locations. Patient reported outcomes (PROs) assessment and, the corresponding use in clinical practice, help establishing patient individualized profiling involving caregivers. The purpose of this systematic review was to examine critical success factors for PROs assessment in daily clinical oncology practice. Additionally, we investigated how PROs collection can change oncology perspectives for patients and caregivers. According to PRISMA guidelines, 83 studies were included in this systematic review, whether related with implementation in daily clinical practice or associated with its use in oncology. PROs assessment gathers multi-professional teams, biomedical and clinical expertise, patients, families and caregivers. Institutional involvement, first line for caregiver’s adherence, team continuous formation, encompassing training and support, design of clear workflows, continuous monitoring, and data analysis are crucial for implementation. PROs measures are decisive in oncology. Several items were improved, including caregiver–patient–physician communication, patient risk groups identification, unmet problems and needs detection, disease course and treatment tracking, prognostic markers, cost-effectiveness measurement and comfort/support provision for both patients and caregivers. Routine assessment and implementation of PROs in clinical practice are a major challenge and a paradigm transformation for future.
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Affiliation(s)
- Augusta Silveira
- Health Sciences Faculty, Fernando Pessoa University (UFP-FCS), Rua Carlos da Maia, 296, 4200-150, Porto, Portugal.,Centre for Health Studies and Research of University of Coimbra, Centre for Innovative Biomedicine and Biotechnology, Avenida Dias da Silva, 165, 3004-512, Coimbra, Portugal
| | - Teresa Sequeira
- Health Sciences Faculty, Fernando Pessoa University (UFP-FCS), Rua Carlos da Maia, 296, 4200-150, Porto, Portugal.,Centre for Health Studies and Research of University of Coimbra, Centre for Innovative Biomedicine and Biotechnology, Avenida Dias da Silva, 165, 3004-512, Coimbra, Portugal
| | - Joaquim Gonçalves
- 2Ai - Applied Artificial Intelligence Laboratory, School of Technology of Polytechnic Institute of Cávado and Ave, R. de São Martinho, 4750-810, Vila Frescainha, Barcelos, Portugal
| | - Pedro Lopes Ferreira
- Centre for Health Studies and Research of University of Coimbra, Centre for Innovative Biomedicine and Biotechnology, Avenida Dias da Silva, 165, 3004-512, Coimbra, Portugal. .,Faculty of Economics, University of Coimbra, Av. Dr. Dias da Silva, 165, 3004-512, Coimbra, Portugal.
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Tips for Managing Ethical Challenges in Advance Care Planning: A Qualitative Analysis of Japanese Practical Textbooks for Clinicians. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19084550. [PMID: 35457418 PMCID: PMC9029236 DOI: 10.3390/ijerph19084550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/07/2022] [Accepted: 04/07/2022] [Indexed: 02/04/2023]
Abstract
(1) Background: While advance care planning (ACP) provides healthcare professionals with valuable tools to meet patients’ needs in a person-centered manner, several potential ethical challenges are inherent to the process. However, recent studies have largely focused on ACP practicalities such as implementation, execution, and completion rather than on the ethical challenges that clinicians routinely encounter in ACP practices. (2) Research question/aim/objectives: This study aimed to identify tips for clinicians managing ethical challenges in ACP practices. (3) Methods: It performed a brief search for all Japanese published books pertaining to ACP practice available as of January 2021 using the keywords “advance care planning (ACP)” and “autonomy” and analyze the content of nine practical ACP textbooks for clinicians. (4) Results: Two major themes capturing the essential recommendations for managing ethical challenges in ACP were ultimately identified, namely interprofessional ethics and informed consent. (5) Conclusion: The findings suggested tips for managing ethical challenges in ACP: refer to ethical frameworks for interprofessional collaboration and ethical decision making, assess decision-making capacity of family substitute decision makers and one’s eligibility for the role, understand the standard process of informed consent and how to handle situations when the patient are not well informed about the diagnosis and prognosis of non-cancer illness.
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Knoll B, Horwitz LI, Garry K, McCloskey J, Nagler AR, Weerahandi H, Chung WY, Blecker S. Development of an Electronic Trigger to Identify Delayed Follow-up HbA1c Testing for Patients with Uncontrolled Diabetes. J Gen Intern Med 2022; 37:928-934. [PMID: 35037176 PMCID: PMC8904310 DOI: 10.1007/s11606-021-07224-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 10/19/2021] [Indexed: 10/19/2022]
Affiliation(s)
- Brianna Knoll
- Department of Medicine, NYU Langone Health, New York, NY, USA.
| | - Leora I Horwitz
- Department of Medicine, NYU Langone Health, New York, NY, USA.,Department of Population Health, NYU Langone Health, New York, NY, USA.,Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA
| | - Kira Garry
- Department of Population Health, NYU Langone Health, New York, NY, USA.,Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA
| | - Jeanne McCloskey
- Department of Population Health, NYU Langone Health, New York, NY, USA.,Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA
| | - Arielle R Nagler
- Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA.,The Ronald O. Perelman Department of Dermatology, NYU Grossman School of Medicine, New York, NY, USA
| | - Himali Weerahandi
- Department of Medicine, NYU Langone Health, New York, NY, USA.,Department of Population Health, NYU Langone Health, New York, NY, USA.,Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA
| | - Wei-Yi Chung
- Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA.,Clinical Research DataCore, NYU Langone Health, New York, NY, USA
| | - Saul Blecker
- Department of Medicine, NYU Langone Health, New York, NY, USA.,Department of Population Health, NYU Langone Health, New York, NY, USA.,Center for Healthcare Innovation and Delivery Science, NYU Langone Health, New York, NY, USA
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Chen JHC, Lim WH, Howson P. Changing landscape of dialysis withdrawal in patients with kidney failure: Implications for clinical practice. Nephrology (Carlton) 2022; 27:551-565. [PMID: 35201646 PMCID: PMC9315017 DOI: 10.1111/nep.14032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 02/09/2022] [Accepted: 02/19/2022] [Indexed: 11/29/2022]
Abstract
Dialysis withdrawal has become an accepted treatment option for patients with kidney failure and is one of the leading causes of death in patients receiving dialysis in high-income countries. Despite its increasing acceptance, dialysis withdrawal currently lacks a clear, consistent definition. The processes and outcomes of dialysis withdrawal have wide temporal and geographical variability, attributed to dialysis patient selection, influence from cultural, religious and spiritual beliefs, and availability of kidney replacement therapy and conservative kidney management. As a complex, evolving process, dialysis withdrawal poses an enormous challenge for clinicians and healthcare teams with various limitations precluding a peaceful and smooth transition between active dialysis and end-of-life care. In this review, we examine the current definitions of dialysis withdrawal, the temporal and geographical patterns of dialysis withdrawal, international barriers in the decision-making process (including dialysis withdrawal during the COVID-19 pandemic), and gaps in the current dialysis withdrawal recommendations for clinical consideration and future studies.
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Affiliation(s)
- Jenny H C Chen
- Faculty of Medicine, University of Wollongong, Wollongong, Australia.,Wollongong Hospital, Wollongong, Australia
| | - Wai H Lim
- Department of Nephrology, Sir Charles Gairdner Hospital, Perth, Australia.,Faculty of Medicine, University of Western Australia, Perth, Australia
| | - Prue Howson
- Department of Nephrology, Sir Charles Gairdner Hospital, Perth, Australia
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30
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Do Not Attempt Resuscitation in the Operating Room: A Misconstrued Paradox? J Am Coll Surg 2022; 234:953-957. [DOI: 10.1097/xcs.0000000000000116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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31
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Casey MF, Price L, Markwalter D, Bohrmann T, Tsujimoto TM, Lavin K, Hanson LC, Lin FC, Platts-Mills TF. Advance Care Planning for Emergency Department Patients With COVID-19 Infection: An Assessment of a Physician Training Program. Am J Hosp Palliat Care 2022; 39:1358-1363. [PMID: 35040696 PMCID: PMC9289079 DOI: 10.1177/10499091211072850] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Objective Coronavirus Disease 2019 (COVID-19) has heightened the importance of advance care planning (ACP), particularly in the emergency department (ED). The objective of this study was to determine the effect of an educational program for emergency physicians on ACP conversations in the ED during the COVID-19 pandemic. Design This was an observational pre-/post-interventional study. Setting This study was conducted at a Southeastern U.S. academic ED. Participants 143 patients with confirmed COVID-19 infection in the 2 weeks up to and including the ED encounter of interest (between March 26 and May 25, 2020) were included. Interventions The primary intervention was an ACP training toolkit with three components: (1) an evidence-based guide to COVID-19 risk stratification, (2) education on language to initiate ACP conversations, and (3) modification of the electronic health record (EHR) to facilitate ACP documentation. Palliative care physicians also delivered a 60-minute ACP educational session for emergency medicine physicians. Outcome measures The primary outcome was a composite of ACP activities including: (1) identification of a healthcare decision-maker (HCDM), (2) an order for a code status, or (3) a documented goals of care conversation. Results There was a 25.4% (95% CI: 7.0-43.9) increase in the composite outcome of ED-based ACP. After adjustment for patient demographics and triage score, there was a non-statistically significant increase in ACP activity (OR = 2.71, 95% CI: 0.93-8.64; P = .08). Conclusion A rapid and simple physician-facing educational intervention demonstrated a trend, though lacking in statistical significance, towards increased ED-based ACP activities for patients with COVID-19.
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Affiliation(s)
- Martin F Casey
- Department of Emergency Medicine, 6797University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Laiken Price
- Department of Emergency Medicine, 6797University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Daniel Markwalter
- Department of Emergency Medicine, 6797University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | | | - Tamy Moraes Tsujimoto
- Department of Biostatistics, 6797University of North Carolina at Chapel Hill Gillings School of Public Health, Chapel Hill, NC, USA
| | - Kyle Lavin
- Department of Psychiatry and UNC Palliative Care Program, 6797University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Laura C Hanson
- Division of Geriatric Medicine and UNC Palliative Care Program, Department of Medicine, 6797University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Feng-Chang Lin
- Department of Biostatistics, 6797University of North Carolina at Chapel Hill Gillings School of Public Health, Chapel Hill, NC, USA
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Osman AD, Howell J, Smithies L, Wilson D, Lam L, Moran J, Jones D, Taylor DM. Assessment of emergency department staff awareness, access and utilisation of advance care directives and goals of care: A cross-sectional survey. Australas Emerg Care 2021; 25:235-240. [PMID: 34906442 DOI: 10.1016/j.auec.2021.12.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/06/2021] [Accepted: 12/06/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Emergency department staff awareness, access and implementation of advance care directives and goals of care documents and the related patient consent processes are important but not well understood. METHODS A cross-sectional survey using purposive sampling was undertaken at a tertiary hospital's Emergency Department from 15th March to 26th April 2021. Participants were recruited through online platforms. Pre-validated questionnaires were distributed by email or as QR codes on bulletin boards. Data collected included staff: demographics, knowledge, access and implementation of advance care directives and goals of care documentation. RESULTS One hundred thirty-four (28%) of 476 targeted participants responded with nursing forming largest group. Results showed that previous attendance of advance care planning education was low at 20%. Familiarity with advance care directive documentations was only 19% while with goals of care document was average. 61 (48%) respondents reported ease of accessing electronic documents and 21 (19%) reported feeling very comfortable discussing and setting goals of care with patients (p = <0.01). CONCLUSIONS Staff awareness of advance care directive was poor, while awareness of goals of care was average. There was no association between advance care directives awareness and staff age group, gender, length of: - professional practice, practice at the study site.
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Affiliation(s)
- Abdi D Osman
- Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia; School of Health, Federation University Australia, Victoria, Australia.
| | - Jocelyn Howell
- Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia
| | - Lisa Smithies
- Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia; Faculty of Arts, University of Melbourne, Parkville, Victoria, Australia
| | - Damian Wilson
- Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia
| | - Louisa Lam
- School of Health, Federation University Australia, Victoria, Australia; School of Public Health and Preventive Medicine, Monash University, Victoria, Australia
| | - Juli Moran
- Department of Palliative Care, Austin Hospital, Heidelberg, Victoria, Australia
| | - Daryl Jones
- School of Public Health and Preventive Medicine, Monash University, Victoria, Australia; Department of Intensive Care, Austin Hospital, Heidelberg, Victoria, Australia
| | - David M Taylor
- Emergency Department, Austin Hospital, Heidelberg, Victoria, Australia; Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
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Allsop MJ, Chumbley K, Birtwistle J, Bennett MI, Pocock L. Building on sand: digital technologies for care coordination and advance care planning. BMJ Support Palliat Care 2021; 12:194-197. [PMID: 34876456 DOI: 10.1136/bmjspcare-2021-003304] [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: 07/28/2021] [Accepted: 11/21/2021] [Indexed: 11/03/2022]
Abstract
Approaches using digital technologies to support advance care planning (ACP) and care coordination are being used in palliative and end of life care. While providing opportunities to facilitate increases in the completeness, sharing and availability of care plans, the evidence base underpinning their use remains limited. We outline an approach that continues to be developed in England; Electronic Palliative Care Coordination Systems (EPaCCS). Stages governing their optimal use are outlined alongside unanswered questions with relevance across technology-mediated approaches to ACP. Research has a critical role in determining if technology-mediated approaches to ACP, such as EPaCCS, could be useful tools to support the delivery of care for patients with chronic and progressive illnesses.
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Affiliation(s)
- Matthew John Allsop
- Academic Unit of Palliative Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Karen Chumbley
- North East Essex Health and Wellbeing Alliance, Colchester, UK
| | - Jacqueline Birtwistle
- Academic Unit of Palliative Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Michael I Bennett
- Academic Unit of Palliative Care, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Lucy Pocock
- Centre for Academic Primary Care, University of Bristol Medical School, Bristol, UK
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Taseen R, Ethier JF. Expected clinical utility of automatable prediction models for improving palliative and end-of-life care outcomes: Toward routine decision analysis before implementation. J Am Med Inform Assoc 2021; 28:2366-2378. [PMID: 34472611 PMCID: PMC8510333 DOI: 10.1093/jamia/ocab140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/15/2021] [Accepted: 06/21/2021] [Indexed: 11/22/2022] Open
Abstract
Objective The study sought to evaluate the expected clinical utility of automatable prediction models for increasing goals-of-care discussions (GOCDs) among hospitalized patients at the end of life (EOL). Materials and Methods We built a decision model from the perspective of clinicians who aim to increase GOCDs at the EOL using an automated alert system. The alternative strategies were 4 prediction models—3 random forest models and the Modified Hospital One-year Mortality Risk model—to generate alerts for patients at a high risk of 1-year mortality. They were trained on admissions from 2011 to 2016 (70 788 patients) and tested with admissions from 2017-2018 (16 490 patients). GOCDs occurring in usual care were measured with code status orders. We calculated the expected risk difference (beneficial outcomes with alerts minus beneficial outcomes without alerts among those at the EOL), the number needed to benefit (number of alerts needed to increase benefit over usual care by 1 outcome), and the net benefit (benefit minus cost) of each strategy. Results Models had a C-statistic between 0.79 and 0.86. A code status order occurred during 2599 of 3773 (69%) hospitalizations at the EOL. At a risk threshold corresponding to an alert prevalence of 10%, the expected risk difference ranged from 5.4% to 10.7% and the number needed to benefit ranged from 5.4 to 10.9 alerts. Using revealed preferences, only 2 models improved net benefit over usual care. A random forest model with diagnostic predictors had the highest expected value, including in sensitivity analyses. Discussion Prediction models with acceptable predictive validity differed meaningfully in their ability to improve over usual decision making. Conclusions An evaluation of clinical utility, such as by using decision curve analysis, is recommended after validating a prediction model because metrics of model predictiveness, such as the C-statistic, are not informative of clinical value.
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Affiliation(s)
- Ryeyan Taseen
- Respiratory Division, Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada.,Centre Interdisciplinaire de Recherche en Informatique de la Santé, University of Sherbrooke, Sherbrooke, Quebec, Canada.,Groupe de Recherche Interdisciplinaire en Informatique de la Santé, University of Sherbrooke, Sherbrooke, Quebec, Canada
| | - Jean-François Ethier
- Centre Interdisciplinaire de Recherche en Informatique de la Santé, University of Sherbrooke, Sherbrooke, Quebec, Canada.,Groupe de Recherche Interdisciplinaire en Informatique de la Santé, University of Sherbrooke, Sherbrooke, Quebec, Canada.,General Internal Medicine Division, Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada
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Desai AV, Agarwal R, Epstein AS, Kuperman GJ, Michael CL, Mittelstaedt H, Connor M, Bernal C, Lynch KA, Ostroff JS, Katz B, Corrigan KL, Kramer D, Davis ME, Nelson JE. Needs and Perspectives of Cancer Center Stakeholders for Access to Patient Values in the Electronic Health Record. JCO Oncol Pract 2021; 17:e1524-e1536. [PMID: 33555928 PMCID: PMC9810135 DOI: 10.1200/op.20.00644] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE High-quality cancer care must incorporate patients' personal values in decision making throughout illness. Unfortunately, patient values are neither consistently elicited nor easily accessible in the electronic health record (EHR). Memorial Sloan Kettering Cancer Center is deploying a major EHR innovation, called the Patient Values Tab, which provides ready access to patients' values and personhood. To inform the Tab's design, we interviewed a large, diverse group of institutional stakeholders to understand their user needs for this Tab. METHODS Qualitative data were collected through semistructured, audio-recorded, in-person, individual interviews. An interdisciplinary team of four coders conducted a process of thematic content analysis. Thematic saturation was achieved, and member checking was performed. RESULTS A total of 110 stakeholders were approached and interviewed. Participants comprised a wide range of disciplines or professions and others involved in hospital and/or clinic administration. Analysis revealed the following themes related to important Tab content: personhood, support system or resources, social history, communication preferences, future planning, end of life, and illness and treatment understanding. Participants also discussed implementation considerations, the Tab's potential to improve communication, and privacy implications. CONCLUSION This study focused on a major EHR innovation to centralize information about values and personhood of patients with cancer. We elicited views of over 100 institutional stakeholders through in-depth interviews that were rigorously analyzed, yielding themes related to content and format that helped guide the Tab's design. The interviews generated a sense of ownership and enthusiasm for the Tab among future users. The Tab's introduction advances the use of the EHR as a driver of the delivery of patient-centered care.
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Affiliation(s)
- Anjali V. Desai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY,Weill Cornell Medical College, New York, NY,Anjali V. Desai, MD, MSCE, 1275 York Avenue, New York, NY 10065; e-mail:
| | - Rajiv Agarwal
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Andrew S. Epstein
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY,Weill Cornell Medical College, New York, NY
| | - Gilad J. Kuperman
- Department of Health Informatics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Chelsea L. Michael
- Department of Health Informatics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Haley Mittelstaedt
- Department of Health Informatics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - MaryAnn Connor
- Department of Nursing Informatics, Memorial Sloan Kettering Cancer Center, New York, NY,New York University, New York, NY
| | - Camila Bernal
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kathleen A. Lynch
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jamie S. Ostroff
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Brittany Katz
- Weill Cornell Medical College, New York, NY,Department of Medicine, New York-Presbyterian Hospital, New York, NY
| | - Kelsey L. Corrigan
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, TX
| | - Dana Kramer
- Department of Advanced Practice Providers, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Judith E. Nelson
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY,Weill Cornell Medical College, New York, NY
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Ernecoff NC, Wessell KL, Bennett AV, Hanson LC. Measuring Goal-Concordant Care in Palliative Care Research. J Pain Symptom Manage 2021; 62:e305-e314. [PMID: 33675919 PMCID: PMC9082654 DOI: 10.1016/j.jpainsymman.2021.02.030] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 02/23/2021] [Accepted: 02/23/2021] [Indexed: 10/22/2022]
Abstract
>Goal-concordant care is a priority outcome for palliative care research, yet the field lacks consensus on optimal methods for measurement. We sought to 1) categorize methods used to measure goal-concordant care, and 2) discuss strengths and limitations of each method using empirical examples from palliative care research. We categorized measurement methods for goal-concordant care. We identified empirical examples of each method to illustrate the strengths, limitations, and applicability of each method to relevant study designs. We defined four methods used to measure goal-concordant care: 1) Patient- or Caregiver-Reported, 2) Caregiver-Reported After Death, 3) Concordance in Longitudinal Data, and 4) Population-Level Indicators. Patient or caregiver-reported goal-concordant care draws on strengths of patient-reported outcomes, and can be captured for multiple aspects of treatment; these methods are subject to recall bias or family-proxy bias. Concordance in longitudinal data is optimal when a treatment preference can be specifically and temporally linked to actual treatment; the method is limited to common life-sustaining treatment choices and validity may be affected by temporal variation between preference and treatment. Population-level indicators allow pragmatic research to include large populations; its primary limitation is the assumption that preferences held by a majority of persons should correspond to patterns of actual treatment in similar populations. Methods used to measure goal-concordant care have distinct strengths and limitations, and methods should be selected based on research question and study design. Existing methods could be improved, yet a future gold standard is unlikely to suit all research designs.
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Affiliation(s)
- Natalie C Ernecoff
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Kathryn L Wessell
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, NC, USA
| | - Antonia V Bennett
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, NC, USA
| | - Laura C Hanson
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, NC, USA; Division of Geriatric Medicine and Palliative Care Program, University of North Carolina at Chapel Hill, NC, USA
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Mentzelopoulos SD, Couper K, Van de Voorde P, Druwé P, Blom M, Perkins GD, Lulic I, Djakow J, Raffay V, Lilja G, Bossaert L. [Ethics of resuscitation and end of life decisions]. Notf Rett Med 2021; 24:720-749. [PMID: 34093076 PMCID: PMC8170633 DOI: 10.1007/s10049-021-00888-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/19/2021] [Indexed: 12/14/2022]
Abstract
These European Resuscitation Council Ethics guidelines provide evidence-based recommendations for the ethical, routine practice of resuscitation and end-of-life care of adults and children. The guideline primarily focus on major ethical practice interventions (i.e. advance directives, advance care planning, and shared decision making), decision making regarding resuscitation, education, and research. These areas are tightly related to the application of the principles of bioethics in the practice of resuscitation and end-of-life care.
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Affiliation(s)
- Spyros D. Mentzelopoulos
- Evaggelismos Allgemeines Krankenhaus, Abteilung für Intensivmedizin, Medizinische Fakultät der Nationalen und Kapodistrischen Universität Athen, 45–47 Ipsilandou Street, 10675 Athen, Griechenland
| | - Keith Couper
- Universitätskliniken Birmingham NHS Foundation Trust, UK Critical Care Unit, Birmingham, Großbritannien
- Medizinische Fakultät Warwick, Universität Warwick, Coventry, Großbritannien
| | - Patrick Van de Voorde
- Universitätsklinikum und Universität Gent, Gent, Belgien
- staatliches Gesundheitsministerium, Brüssel, Belgien
| | - Patrick Druwé
- Abteilung für Intensivmedizin, Universitätsklinikum Gent, Gent, Belgien
| | - Marieke Blom
- Medizinisches Zentrum der Universität Amsterdam, Amsterdam, Niederlande
| | - Gavin D. Perkins
- Medizinische Fakultät Warwick, Universität Warwick, Coventry, Großbritannien
| | | | - Jana Djakow
- Intensivstation für Kinder, NH Hospital, Hořovice, Tschechien
- Abteilung für Kinderanästhesiologie und Intensivmedizin, Universitätsklinikum und Medizinische Fakultät der Masaryk-Universität, Brno, Tschechien
| | - Violetta Raffay
- School of Medicine, Europäische Universität Zypern, Nikosia, Zypern
- Serbischer Wiederbelebungsrat, Novi Sad, Serbien
| | - Gisela Lilja
- Universitätsklinikum Skane, Abteilung für klinische Wissenschaften Lund, Neurologie, Universität Lund, Lund, Schweden
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Cerulus M, Bossuyt I, Vanderhaeghen B. An integrative literature review of the implementation of advance care planning in hospital settings. J Clin Nurs 2021; 30:3099-3110. [PMID: 34010482 DOI: 10.1111/jocn.15835] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 04/09/2021] [Accepted: 04/14/2021] [Indexed: 11/27/2022]
Abstract
AIMS AND OBJECTIVES To identify and synthesise existing literature about action research in the implementation of advance care planning in a hospital setting. BACKGROUND Despite the proven added value of advance care planning, there is a lack of wide integration of this concept. There are several obstacles known for the implementation but it remains unclear how these can be overcome. Action research is described in the literature as a plausible way to overcome obstacles to the implementation of quality enhancing projects. DESIGN An integrative literature review was conducted using the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) and reported in accordance with the PRISMA statement. METHODS We searched databases MEDLINE, EMBASE, CINAHL and Web of Science to identify executed action research for the implementation of advance care planning programs within a hospital setting, from January 2005 until November 2019. Studies were assessed for comprehensiveness and were supplemented by studies in reference lists of included articles. A quality appraisal and a thematic synthesis were performed on all included studies. RESULTS Five studies met inclusion criteria. Interventions focused on both nurses, physicians and hospitalised patients. Interventions targeted three different themes: identifying at-risk patients, adapting documentation to the local context and using communication improvement tools. CONCLUSIONS A Supportive and Palliative Care Indicators Tool is proposed to identify patients in need of advance care planning to work more efficiently. Furthermore, adapting documentation and instruments to a specific care context are shown to make advance care planning more effective. Communication challenges can be addressed by promoting communication skills and increase stakeholder self-confidence.
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Finucane AM, O'Donnell H, Lugton J, Gibson-Watt T, Swenson C, Pagliari C. Digital health interventions in palliative care: a systematic meta-review. NPJ Digit Med 2021; 4:64. [PMID: 33824407 PMCID: PMC8024379 DOI: 10.1038/s41746-021-00430-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 02/25/2021] [Indexed: 02/07/2023] Open
Abstract
Digital health interventions (DHIs) have the potential to improve the accessibility and effectiveness of palliative care but heterogeneity amongst existing systematic reviews presents a challenge for evidence synthesis. This meta-review applied a structured search of ten databases from 2006 to 2020, revealing 21 relevant systematic reviews, encompassing 332 publications. Interventions delivered via videoconferencing (17%), electronic healthcare records (16%) and phone (13%) were most frequently described in studies within reviews. DHIs were typically used in palliative care for education (20%), symptom management (15%), decision-making (13%), information provision or management (13%) and communication (9%). Across all reviews, mostly positive impacts were reported on education, information sharing, decision-making, communication and costs. Impacts on quality of life and physical and psychological symptoms were inconclusive. Applying AMSTAR 2 criteria, most reviews were judged as low quality as they lacked a protocol or did not consider risk of bias, so findings need to be interpreted with caution.
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Affiliation(s)
- Anne M Finucane
- Clinical Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, Scotland, UK. .,Marie Curie Hospice Edinburgh, Edinburgh, Scotland, UK.
| | - Hannah O'Donnell
- The Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Jean Lugton
- Marie Curie Hospice Edinburgh, Edinburgh, Scotland, UK
| | - Tilly Gibson-Watt
- Edinburgh Medical School, University of Edinburgh, Edinburgh, Scotland, UK
| | | | - Claudia Pagliari
- The Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
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Mentzelopoulos SD, Couper K, Voorde PVD, Druwé P, Blom M, Perkins GD, Lulic I, Djakow J, Raffay V, Lilja G, Bossaert L. European Resuscitation Council Guidelines 2021: Ethics of resuscitation and end of life decisions. Resuscitation 2021; 161:408-432. [PMID: 33773832 DOI: 10.1016/j.resuscitation.2021.02.017] [Citation(s) in RCA: 105] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
These European Resuscitation Council Ethics guidelines provide evidence-based recommendations for the ethical, routine practice of resuscitation and end-of-life care of adults and children. The guideline primarily focus on major ethical practice interventions (i.e. advance directives, advance care planning, and shared decision making), decision making regarding resuscitation, education, and research. These areas are tightly related to the application of the principles of bioethics in the practice of resuscitation and end-of-life care.
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Affiliation(s)
| | - Keith Couper
- UK Critical Care Unit, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Warwick Medical School, University of Warwick, Coventry, UK
| | - Patrick Van de Voorde
- University Hospital and University Ghent, Belgium; Federal Department Health, Belgium
| | - Patrick Druwé
- Ghent University Hospital, Department of Intensive Care Medicine, Ghent, Belgium
| | - Marieke Blom
- Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Gavin D Perkins
- UK Critical Care Unit, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | - Jana Djakow
- Paediatric Intensive Care Unit, NH Hospital, Hořovice, Czech Republic; Department of Paediatric Anaesthesiology and Intensive Care Medicine, University Hospital and Medical Faculty of Masaryk University, Brno, Czech Republic
| | - Violetta Raffay
- European University Cyprus, School of Medicine, Nicosia, Cyprus; Serbian Resuscitation Council, Novi Sad, Serbia
| | - Gisela Lilja
- Lund University, Skane University Hospital, Department of Clinical Sciences Lund, Neurology, Lund, Sweden
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Halpert KD, Ward K, Sloane PD. Improving Advance Care Planning Documentation Using Reminders to Patients and Physicians: A Longitudinal Study in Primary Care. Am J Hosp Palliat Care 2021; 39:62-67. [PMID: 33754838 DOI: 10.1177/10499091211004890] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE Documenting advance care planning (ACP) in primary care requires multiple triggers. New Medicare codes make it easier for providers to bill for these encounters. This study examines the use of patient and provider reminders to trigger advance care planning discussions in a primary care practice. Secondary outcome was billing of new ACP billing codes. METHODS Patients 75 years and older scheduled for a primary care appointment were screened for recent ACP documentation in their chart. If none was found, an electronic or mail message was sent to the patient, and an electronic message to their provider, about the need to have discussion at the upcoming visit. Chart review was performed 3 months after the visit to determine if new ACP discussion was documented in the chart. RESULTS In the 3 months after the reminder had been sent to patients and providers, new ACP documentation or billing was found in 28.8% of the patients. Most new documentation was health care decision maker (75.6% of new documentation) with new DNR orders placed for 32.3% of these patients. The new Medicare billing code was filled 10 times (7.8%). CONCLUSION Reminders sent to both patients and providers can increase documentation of ACP during primary care visits, but rarely triggers a full ACP conversation.
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Affiliation(s)
- Karen D Halpert
- Department of Family Medicine, 2332University of North Carolina System, Chapel Hill, NC, USA
| | - Kimberly Ward
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Philip D Sloane
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Department of Family Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Ernecoff NC, Wessell KL, Wood WA, Winzelberg GS, Collichio FA, Hanson LC. How well do documented goals-of-care discussions for patients with stage IV cancer reflect communication best practices? BMC Palliat Care 2021; 20:41. [PMID: 33691683 PMCID: PMC7944465 DOI: 10.1186/s12904-021-00733-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 02/25/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Written clinical communication regarding patients' disease understanding and values may facilitate goal-concordant care, yet little is known about the quality of electronic health record (EHR) documentation. We sought to (1) describe frequency of communication best practices in EHR-documented goals-of-care discussions, and (2) assess whether templated notes improve quality of documentation. METHODS Researchers pulled text of EHR-documented goals-of-care discussions for hospitalized patients with Stage IV cancer from admission to 60-days follow-up. Text was included when in a single encounter the clinician addressed: (a) prognosis and/or illness understanding; and (b) goals and/or treatment options. Researchers qualitatively coded text based on guidelines for communication best practices, and noted if an EHR template was used. RESULTS Forty-two percent (206/492) of patients had EHR-documented goals-of-care discussions. Text frequently described communication of cancer progression (89%), though rarely included prognosis (22%). Text often included patients' goals and values (83%), and at least on specific treatment decision (82%). Communication about treatments was included for 98% of patients; common examples included cancer treatment (62%), hospice (62%), resuscitation (51%), or intensive care (38%). Clinicians documented making recommendations for 40% of patients. Text addressing patient emotional and spiritual concerns was uncommon (15%). Compared to free text, use of a template was associated with increased documentation of goals and values (80% vs. 61%, p < 0.01), but not other best practices. CONCLUSION Insights from the study can be used to guide future training and research to study and improve the quality of documentation about goal of care, and its impact on goal-concordant care.
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Affiliation(s)
- Natalie C Ernecoff
- Department of Medicine, Division of General Internal Medicine, University of Pittsburgh School of Medicine, 3600 Forbes Avenue, 405.35 Iroquois Building, Pittsburgh, PA, 15213, USA.
| | - Kathryn L Wessell
- Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, USA
| | - William A Wood
- Department of Medicine, Division of Hematology/Oncology, University of North Carolina, Chapel Hill, USA
| | - Gary S Winzelberg
- Department of Medicine, Division of Geriatric Medicine and Palliative Care Program, University of North Carolina, Chapel Hill, USA
| | - Frances A Collichio
- Department of Medicine, Division of Hematology/Oncology, University of North Carolina, Chapel Hill, USA
| | - Laura C Hanson
- Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, USA
- Department of Medicine, Division of Geriatric Medicine and Palliative Care Program, University of North Carolina, Chapel Hill, USA
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Desai AV, Michael CL, Kuperman GJ, Jordan G, Mittelstaedt H, Epstein AS, Connor M, B Villar RP, Bernal C, Kramer D, Davis ME, Chen Y, Malisse C, Markose G, Nelson JE. A Novel Patient Values Tab for the Electronic Health Record: A User-Centered Design Approach. J Med Internet Res 2021; 23:e21615. [PMID: 33595448 PMCID: PMC7929751 DOI: 10.2196/21615] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/21/2020] [Accepted: 10/21/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has shined a harsh light on a critical deficiency in our health care system: our inability to access important information about patients' values, goals, and preferences in the electronic health record (EHR). At Memorial Sloan Kettering Cancer Center (MSK), we have integrated and systematized health-related values discussions led by oncology nurses for newly diagnosed cancer patients as part of routine comprehensive cancer care. Such conversations include not only the patient's wishes for care at the end of life but also more holistic personal values, including sources of strength, concerns, hopes, and their definition of an acceptable quality of life. In addition, health care providers use a structured template to document their discussions of patient goals of care. OBJECTIVE To provide ready access to key information about the patient as a person with individual values, goals, and preferences, we undertook the creation of the Patient Values Tab in our center's EHR to display this information in a single, central location. Here, we describe the interprofessional, interdisciplinary, iterative process and user-centered design methodology that we applied to build this novel functionality as well as our initial implementation experience and plans for evaluation. METHODS We first convened a working group of experts from multiple departments, including medical oncology, health informatics, information systems, nursing informatics, nursing education, and supportive care, and a user experience designer. We conducted in-depth, semistructured, audiorecorded interviews of over 100 key stakeholders. The working group sought consensus on the tab's main content, homing in on high-priority areas identified by the stakeholders. The core content was mapped to various EHR data sources. We established a set of high-level design principles to guide our process. Our user experience designer then created wireframes of the tab design. The designer conducted usability testing with physicians, nurses, and other health professionals. Data validation testing was conducted. RESULTS We have already deployed the Patient Values Tab to a pilot sample of users in the MSK Gastrointestinal Medical Oncology Service, including physicians, advanced practice providers, nurses, and administrative staff. We have early evidence of the positive impact of this EHR innovation. Audit logs show increasing use. Many of the initial user comments have been enthusiastically positive, while others have provided constructive suggestions for additional tab refinements with respect to format and content. CONCLUSIONS It is our challenge and obligation to enrich the EHR with information about the patient as a person. Realization of this capability is a pressing public health need requiring the collaboration of technological experts with a broad range of clinical leaders, users, patients, and families to achieve solutions that are both principled and practical. Our new Patient Values Tab represents a step forward in this important direction.
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Affiliation(s)
- Anjali Varma Desai
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
| | | | - Gilad J Kuperman
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Gregory Jordan
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Andrew S Epstein
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
| | - MaryAnn Connor
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Camila Bernal
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Dana Kramer
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Yuxiao Chen
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Gigi Markose
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Judith E Nelson
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
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Sampey L, Finucane AM, Spiller J. Shared electronic care coordination systems following referral to hospice. Br J Community Nurs 2021; 26:58-62. [PMID: 33539245 DOI: 10.12968/bjcn.2021.26.2.58] [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: 11/11/2022]
Abstract
In Scotland, the Key Information Summary (KIS) enables health providers to access key patient information to guide decision-making out-of-hours. KISs are generated in primary care and rely on information from other teams, such as community specialist palliative care teams (CSPCTs), to keep them up-to-date. This study involved a service evaluation consisting of case note reviews of new referrals to a CSPCT and semi-structured interviews with palliative care community nurse specialists (CNSs) regarding their perspectives on KISs. Some 44 case notes were examined, and 77% of patients had a KIS on CSPCT referral. One-month post-referral, all those re-examined (n=17) had a KIS, and 59% KISs had been updated following CNS assessments. CNSs cited anticipatory care planning (ACP) as the most useful aspect of KIS, and the majority of CNSs said they would appreciate KIS editing access. A system allowing CNSs to update KISs would be acceptable to CNSs, as it could facilitate care co-ordination and potentially improve comprehensiveness of ACP information held in KISs.
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Affiliation(s)
- Libby Sampey
- Foundation Year 1 Doctor, NHS Lothian, College of Medicine and Veterinary Medicine, University of Edinburgh
| | - Anne M Finucane
- Research Lead and Honorary Research Fellow, Marie Curie Hospice Edinburgh; Usher Institute University of Edinburgh
| | - Juliet Spiller
- Consultant in Palliative Medicine, Marie Curie Hospice Edinburgh
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45
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Hov L, Synnes O, Aarseth G. Negotiating the turning point in the transition from curative to palliative treatment: a linguistic analysis of medical records of dying patients. Palliat Care 2020; 19:91. [PMID: 32590962 PMCID: PMC7320586 DOI: 10.1186/s12904-020-00602-4] [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: 02/07/2020] [Accepted: 06/23/2020] [Indexed: 11/25/2022] Open
Abstract
Background Many deaths in Norway occur in medical wards organized to provide curative treatment. Still, medical departments are obliged to meet the needs of patients at the end of life. Here, we analyse the electronic patient record regarding documentation of the transition from curative to palliative care (i.e. the ‘turning point’). Considering the consequences of these decisions for patients, they have received surprisingly little attention from researchers. This study aims to investigate how the patient record denotes reasons for the shift from curative treatment to palliation and how texts involve voices of the patient and their families. Methods The study comprised excerpts from electronic patient records retrieved from medical wards in three urban hospitals in Norway. We executed a retrospective analysis of anonymized extracts from 16 electronic patient records, searching for documentation on the transition from curative to palliative care. Results In the development of the turning point, the texts usually shift from statements about the patient’s clinical status and technical findings to displaying uncertainty and openness to negotiation with different textual voices. This shift may represent a need to align or harmonize the attitudes of colleagues, family, and patient towards the turning-point decision. The patient’s voice is mostly absent or reported only briefly when, in their notes, nurses gave an account of the patient’s opinion. None of the physicians’ notes provided a detailed account of patient attitudes, wishes, and experiences. Conclusion In this article, we have analysed textual representations of patient transitions from curative to end-of-life care. The ‘reality’ behind the text has not been our concern. As the only documentation left, the patient record is an adequate basis for considering how patients are estimated and cared for in their last days of life.
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46
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Enhancing POLST Completion in a Hospital Setting: An Interdisciplinary Approach. J Healthc Manag 2020; 65:397-405. [PMID: 33186253 DOI: 10.1097/jhm-d-19-00003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
EXECUTIVE SUMMARY With increased therapeutic capabilities in healthcare today, many patients with multiple progressive comorbidities are living longer. They experience recurrent hospitalizations and often undergo procedures that are not aligned with their personal goals. That is why it is essential to discuss and document healthcare preferences prior to an acute event when significant interventions could occur, especially for patients with serious and progressive illness. Completion of an advance directive and a physician order for life-sustaining treatment (POLST) supports provision of goal-concordant care. Further, for patients who have do not attempt resuscitation (DNAR) orders or are diagnosed with advanced dementia, having a POLST is essential. This may be best accomplished with hospitalization discharge plans. Our 896-bed academic medical center, Cedars-Sinai Medical Center, launched a quality initiative in 2015 to complete POLSTs for patients being discharged with DNAR status or with dementia returning to a skilled nursing facility. As part of interdisciplinary progression of care rounds, emphasis was placed on those patients for whom POLST completion was indicated. Proactive, facilitated discussions with patients, family members, and attending physicians were initiated to support POLST completion. The completed forms were then uploaded to the electronic health record. Individual units and physicians received regular feedback on POLST completion rates, and the data were later shared at medical staff quality improvement meetings.During the initiative, POLST completion rates for DNAR patients discharged alive rose from 41% in fiscal year (FY) 2014 to 75% in FY 2019. Similar improvement was seen for patients with dementia discharged to skilled nursing facilities, regardless of code status (rising from 14% in FY 2014 to 54% in FY 2019). Subsequently, we have expanded our efforts to include early discussion and completion of these advanced care planning documents for patients recently diagnosed with high mortality cancers (ovarian, pancreatic, lung, glioblastoma), focusing on the completion of advanced care planning documentation and palliative care referrals.
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Detering KM, Sellars M, Kelly H, Clayton JM, Buck K, Nolte L. Prevalence of advance care planning documentation and self-reported uptake in older Australians with a cancer diagnosis. J Geriatr Oncol 2020; 12:274-281. [PMID: 32739354 DOI: 10.1016/j.jgo.2020.07.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 05/26/2020] [Accepted: 07/18/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Advance care planning (ACP) and completion advance care directives (ACDs) is recommended for patients with cancer. Documentation needs to be available at the point of care. OBJECTIVE(S) To describe the prevalence of ACDs in health records and the self-reported awareness of and engagement in ACP as reported by older Australians with cancer, and to examine the concordance between self-reported completion of and presence of documentation in participants' health records. DESIGN/SETTING/PARTICIPANTS Prospective multi-center audit of health records, and a self-report survey of eligible participants in 51 Australian health and residential aged care services. The audit included 458 people aged ≥65 years with cancer. RESULTS 30% had ≥ ACD located in their record. 218 people were eligible for survey completion; 97 (44% response rate) completed it. Of these, 81% had a preference to limit some/all treatments, 10% wanted to defer decision-making to someone else, and 9% wanted all treatments. Fifty-eight percent of survey completers reported having completed an ACP document. Concordance between documentation in the participant's record and self-report of completion was 61% (k = 0.269), which is only fair agreement. CONCLUSION(S) Whilst 30% of participants had at least one ACD in their record, 58% self-reported document completion, and concordance between self-reported completion and presence in records was only fair. This is significant given most people had a preference for some/all limitation of treatment. Further ACP implementation strategies are required. These include a systematic approach to embedding ACP into routine care, workforce education, increasing community awareness, and looking at e-health solutions to improve accessibility at the point of care.
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Affiliation(s)
- Karen M Detering
- Advance Care Planning Australia, Austin Health, Melbourne, Victoria, Australia; Faculty of Medicine, Dentistry and Health Sciences, Melbourne University, Melbourne, Victoria, Australia; Faculty of Health, Arts and Innovation, Swinburne University, Australia.
| | - Marcus Sellars
- Advance Care Planning Australia, Austin Health, Melbourne, Victoria, Australia
| | - Helana Kelly
- Advance Care Planning Australia, Austin Health, Melbourne, Victoria, Australia
| | - Josephine M Clayton
- Centre for Learning & Research in Palliative Care, HammondCare, Greenwich Hospital, Sydney, Australia; Sydney Medical School, University of Sydney, Sydney, Australia
| | - Kim Buck
- Advance Care Planning Australia, Austin Health, Melbourne, Victoria, Australia
| | - Linda Nolte
- Advance Care Planning Australia, Austin Health, Melbourne, Victoria, Australia
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Integration of Advance Care Planning Into Clinical Practice: A Quality Improvement Project for Leaders. J Nurs Adm 2020; 50:426-432. [PMID: 32694441 DOI: 10.1097/nna.0000000000000911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE This quality improvement initiative sought to develop a proactive integrated system approach to advance care planning (ACP) through leadership and colleague engagement. BACKGROUND Nurse leaders have the capacity to influence the professional competencies of care teams in ACP. Nurse leaders were educated on the importance of ACP, national quality metrics, resources for staff education, and ways to integrate ACP into workflows based on a population management model. METHODS The project design is a prospective, mixed method design. RESULTS Nurse leader participants demonstrated a significant increase in knowledge of the importance of ACP and evidence-based models to increase staff engagement and competency. CONCLUSIONS Study supports nurse leader interventions, promoted engagement of proactive ACP to honor patient choice, and aligns with the mission and vision of one of the largest national Catholic healthcare organizations of being a trusted partner for life.
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Panozzo L, Harvey P, Adams MJ, O’Connor D, Ward B. Communication of advance care planning decisions: a retrospective cohort study of documents in general practice. BMC Palliat Care 2020; 19:108. [PMID: 32664925 PMCID: PMC7359590 DOI: 10.1186/s12904-020-00613-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 07/02/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Doctors, particularly general practitioners, play a significant role in assisting patients to create advance care plans. When medically indicated, these documents are important tools to promote congruence between end-of-life care and patient's personal preferences. Despite this, little is known regarding the availability of these documents in hospitals. The aim of this study was to identify the proportion of people who died in hospital without an advance care plan and how many of these had advance care planning (ACP) documents in their general practice records. METHODS A retrospective cohort study was conducted of patient hospital records with manual linkage to general practice records. The large regional hospital in Victoria, Australia has a catchment population in excess of 300,000 people. The study sample was patients aged 75 years and over who died in the hospital between 1 January 2016 and 31 December 2017. The hospital records of these patients were examined to identify those which did not have a system alert for ACP documents on the file. Alerted ACP documents were limited to those legislated in the state of Victoria: advance care plan, Enduring Power of Attorney (Medical Treatment) or Enduring Power of Guardianship. Where no ACP document system alert was found in the hospital record, the patient's nominated general practice was consented to participate and the corresponding general practice record was examined. Data were analysed using descriptive statistics. RESULTS Of the 406 patients who died in hospital, 76.1% (309) did not have a system alert for any ACP document. Of the 309 hospital records without a system alert, 144 (46.7%) corresponding general practice records were examined. Of these, 14.6% included at least one ACP document, including four advance care plans, that were not available in hospital. CONCLUSIONS Unless ACP documents are consistently communicated from general practice, patient's preferences may be unknown during end-of-life care. It is important that both doctors and patients are supported to use connected electronic health records to ensure that documents are readily available to healthcare staff when they are required.
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Affiliation(s)
- Laura Panozzo
- School of Rural Health, Monash University, 26 Mercy Street, Bendigo, Victoria 3550 Australia
| | - Pam Harvey
- School of Rural Health, Monash University, 26 Mercy Street, Bendigo, Victoria 3550 Australia
- La Trobe Rural Health School, Edwards Road, Bendigo, Victoria 3550 Australia
| | - Meagan-Jane Adams
- Bendigo Health, 100 Barnard Street, Bendigo, Victoria 3550 Australia
| | - Dennis O’Connor
- School of Rural Health, Monash University, 26 Mercy Street, Bendigo, Victoria 3550 Australia
| | - Bernadette Ward
- School of Rural Health, Monash University, 26 Mercy Street, Bendigo, Victoria 3550 Australia
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50
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Geerse OP, Lamas DJ, Bernacki RE, Sanders JJ, Paladino J, Berendsen AJ, Hiltermann TJN, Lindvall C, Fromme EK, Block SD. Adherence and Concordance between Serious Illness Care Planning Conversations and Oncology Clinician Documentation among Patients with Advanced Cancer. J Palliat Med 2020; 24:53-62. [PMID: 32580676 DOI: 10.1089/jpm.2019.0615] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Serious illness conversations are part of advance care planning (ACP) and focus on prognosis, values, and goals in patients who are seriously ill. To be maximally effective, such conversations must be documented accurately and be easily accessible. Objectives: The two coprimary objectives of the study were to assess concordance between written documentation and recorded audiotaped conversations, and to evaluate adherence to the Serious Illness Conversation Guide questions. Methods: Data were obtained as part of a trial in patients with advanced cancer. Clinicians were trained to use a guide to conduct and document serious illness conversations. Conversations were audiotaped. Two researchers independently compared audiorecordings with the corresponding documentation in an electronic health record (EHR) template and free-text progress notes, and rated the degree of concordance and adherence. Results: We reviewed a total of 25 audiorecordings. Clinicians addressed 87% of the conversation guide elements. Prognosis was discussed least frequently, only in 55% of the patients who wanted that information. Documentation was fully concordant with the conversation 43% of the time. Concordance was best when documenting family matters and goals, and least frequently concordant when documenting prognostic communication. Most conversations (64%) were documented in the template, a minority (28%) only in progress notes and two conversations (8%) were not documented. Concordance was better when the template was used (62% vs. 28%). Conclusion: Clinicians adhered well to the conversation guide. However, key information elicited was documented and fully concordant less than half the time. Greater concordance was observed when clinicians used a prespecified template. The combined use of a guide and EHR template holds promise for ACP conversations.
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Affiliation(s)
- Olaf P Geerse
- Ariadne Labs at Brigham and Women's Hospital and the Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA.,Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.,Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, Groningen, the Netherlands
| | - Daniela J Lamas
- Ariadne Labs at Brigham and Women's Hospital and the Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA.,Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Rachelle E Bernacki
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Justin J Sanders
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Joanna Paladino
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Annette J Berendsen
- Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, Groningen, the Netherlands
| | - Thijo J N Hiltermann
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Charlotta Lindvall
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Erik K Fromme
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Susan D Block
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Division of Palliative Care, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
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