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Yi Z, Mao Y, He C, Zhang Y, Zhou J, Feng XL. Medication adherence and costs of medical care among patients with Parkinson's disease: an observational study using electronic medical records. BMC Public Health 2024; 24:1202. [PMID: 38689223 PMCID: PMC11061997 DOI: 10.1186/s12889-024-18431-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 03/25/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Adherence to antiparkinsonian drugs (APDs) is critical for patients with Parkinson's disease (PD), for which medication is the main therapeutic strategy. Previous studies have focused on specific disorders in a single system when assessing clinical factors affecting adherence to PD treatment, and no international comparative data are available on the medical costs for Chinese patients with PD. The present study aimed to evaluate medication adherence and its associated factors among Chinese patients with PD using a systematic approach and to explore the impact of adequate medication adherence on direct medical costs. METHODS A retrospective analysis was conducted using the electronic medical records of patients with PD from a medical center in China. Patients with a minimum of two APD prescriptions from January 1, 2016 to August 15, 2018 were included. Medication possession ratio (MPR) and proportion of days covered were used to measure APD adherence. Multiple linear regression analysis was used to identify factors affecting APD adherence. Gamma regression analysis was used to explore the impact of APD adherence on direct medical costs. RESULTS In total, 1,712 patients were included in the study, and the mean MPR was 0.68 (± 0.25). Increased number of APDs and all medications, and higher daily levodopa-equivalent doses resulted in higher MPR (mean difference [MD] = 0.04 [0.03-0.05]; MD = 0.02 [0.01-0.03]; MD = 0.03 [0.01-0.04], respectively); combined digestive system diseases, epilepsy, or older age resulted in lower MPR (MD = -0.06 [-0.09 to -0.03]; MD = -0.07 [-0.14 to -0.01]; MD = -0.02 [-0.03 to -0.01], respectively). Higher APD adherence resulted in higher direct medical costs, including APD and other outpatient costs. For a 0.3 increase in MPR, the two costs increased by $34.42 ($25.43-$43.41) and $14.63 ($4.86-$24.39) per year, respectively. CONCLUSIONS APD adherence rate among Chinese patients with PD was moderate and related primarily to age, comorbidities, and healthcare costs. The factors should be considered when prescribing APDs.
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Affiliation(s)
- Zhanmiao Yi
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, 100191, Beijing, China.
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China.
| | - Yudan Mao
- Department of Pharmacy, Hospital of Renmin University of China, Renmin University of China, Beijing, China
| | - Chenxuan He
- Institute of Statistics and Big Data, Renmin University of China, Beijing, China
| | - Yantao Zhang
- State Grid Digital Technology Holding Co., LTD, Beijing, China
| | - Junwen Zhou
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Xing Lin Feng
- School of Public Health, Peking University, Haidian District, 100191, Beijing, China.
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Bobek M, Pascarelli P, Cocoziello L, Azmi H. Utilizing the Nursing Professional Development Model to create and sustain nursing education aimed at improving the care of patients with Parkinson's Disease in the hospital. Front Med (Lausanne) 2024; 10:1275970. [PMID: 38327273 PMCID: PMC10847593 DOI: 10.3389/fmed.2023.1275970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 12/26/2023] [Indexed: 02/09/2024] Open
Abstract
The Nurse Professional Development Model (NPD) has been utilized to improve quality of care for several conditions. Patients with Parkinson's Disease (PD) are susceptible to higher risks while in the hospital. Educational efforts for this patient population are challenged by the small, disbursed number of patients as well as increased turn-over and reliance on temporary nursing staff. To properly care for this patient group, any education has to be hospital wide and ongoing for maintenance of competency. We have used the NPD Model to initiate education for new incoming nurses as well as for continued education for a program that requires hospital-wide reach. Our utilization of the NPD Model for this high risk, low volume patient population has helped us improve the safety of this patient population in the hospital. With this manuscript we detail the need and the educational platform with the hope of it serving as a reference for other institutions facing similar challenges.
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Affiliation(s)
- Mary Bobek
- Department of Clinical Education, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Pamela Pascarelli
- Department of Clinical Education, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Lisa Cocoziello
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Hooman Azmi
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
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Wu AD, Walter BL, Brooks A, Buetow E, Amodeo K, Richard I, Mundth K, Azmi H. Standardizing default electronic health record tools to improve safety for hospitalized patients with Parkinson's disease. Front Aging Neurosci 2024; 15:1278322. [PMID: 38304735 PMCID: PMC10830808 DOI: 10.3389/fnagi.2023.1278322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 11/22/2023] [Indexed: 02/03/2024] Open
Abstract
Electronic Health Record (EHR) systems are often configured to address challenges and improve patient safety for persons with Parkinson's disease (PWP). For example, EHR systems can help identify Parkinson's disease (PD) patients across the hospital by flagging a patient's diagnosis in their chart, preventing errors in medication and dosing through the use of clinical decision support, and supplementing staff education through care plans that provide step-by-step road maps for disease-based care of a specific patient population. However, most EHR-based solutions are locally developed and, thus, difficult to scale widely or apply uniformly across hospital systems. In 2020, the Parkinson's Foundation, a national and international leader in PD research, education, and advocacy, and Epic, a leading EHR vendor with more than 35% market share in the United States, launched a partnership to reduce risks to hospitalized PWP using standardized EHR-based solutions. This article discusses that project which included leadership from physician informaticists, movement disorders specialists, hospital quality officers, the Parkinson's Foundation and members of the Parkinson's community. We describe the best practice solutions developed through this project. We highlight those that are currently available as standard defaults or options within the Epic EHR, discuss the successes and limitations of these solutions, and consider opportunities for scalability in environments beyond a single EHR vendor. The Parkinson's Foundation and Epic launched a partnership to develop best practice solutions in the Epic EHR system to improve safety for PWP in the hospital. The goal of the partnership was to create the EHR tools that will have the greatest impact on outcomes for hospitalized PWP.
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Affiliation(s)
- Allan D. Wu
- Parkinson’s Disease and Movement Disorders Center, Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
| | - Benjamin L. Walter
- Center for Neurological Restoration, Department of Neurology, Neurological Institute, Cleveland ClinicCleveland, OH, United States
| | - Anne Brooks
- Parkinson’s Foundation, New York, NY, United States
| | - Emily Buetow
- Parkinson’s Foundation, New York, NY, United States
| | - Katherine Amodeo
- Department of Neurology, Westchester Medical Center, Poughkeepsie, NY, United States
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - Irene Richard
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - Kelly Mundth
- Epic Systems Corporation, Verona, WI, United States
| | - Hooman Azmi
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
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Azmi H, Cocoziello L, Ruzicka F, Clar E, Pederson JM, Jacob B, Thomas J, Rocco A, Bobek M, Pereira-Argenziano L, Roth P, Thomas FP. Custom order entry for Parkinson's medications in the hospital improves timely administration: an analysis of over 31,000 medication doses. Front Aging Neurosci 2023; 15:1267067. [PMID: 38187358 PMCID: PMC10768191 DOI: 10.3389/fnagi.2023.1267067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 11/28/2023] [Indexed: 01/09/2024] Open
Abstract
Background Patients with Parkinson's disease (PD) are at increased risk for hospital acquired complications. Deviations from home medication schedules and delays in administration are major contributing factors. We had previously developed a protocol to ensure adherence to home medication schedules using "custom" ordering. In this study we are assessing the impact this order type may have on reducing delays in PD medication administration in the hospital. Material and methods We reviewed 31,404 orders placed for PD medications from January 2, 2016 to April 30 2021. We evaluated the orders to determine if they were placed in a Custom format or using a default non-custom order entry. We further evaluated all orders to determine if there was a relationship with the order type and timely administration of medications. We compared medications that were administered within 1 min, 15 min, 30 min and 60 min of due times across custom orders vs. non-custom default orders. We also evaluated the relationship between ordering providers and type of orders placed as well as hospital unit and type of orders placed. Results 14,204 (45.23%) orders were placed using a custom schedule and 17,200 (54.77%) orders were placed using non-custom defaults. The custom group showed a significantly lower median delay of 3.06 minutes compared to the non-custom group (p<.001). Custom orders had a significantly more recent median date than non-custom default orders (2019-10-07 vs. 2018-01-06, p<0.001). In additional analyses, medication administration delays were significantly improved for custom orders compared to non-custom orders, with likelihoods 1.64 times higher within 1 minute, 1.40 times higher within 15 minutes, and 1.33 times higher within 30 minutes of the due time (p<0.001 for all comparisons). Conclusion This is the largest study to date examining the effects of order entry type on timely administration of PD medications in the hospital. Orders placed using a custom schedule may help reduce delays in administration of PD medications.
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Affiliation(s)
- Hooman Azmi
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
- New Jersey Brain and Spine Center, Hackensack, NJ, United States
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
| | - Lisa Cocoziello
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Francis Ruzicka
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
| | - Elana Clar
- New Jersey Brain and Spine Center, Hackensack, NJ, United States
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
- Department of Neurology, Hackensack University Medical Center, Hackensack, NJ, United States
| | | | - Blessy Jacob
- Department of Pharmacy, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Jewell Thomas
- Department of Pharmacy, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Anthony Rocco
- Department of Patient Safety and Quality, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Mary Bobek
- Department of Nursing Clinical Education, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Lucy Pereira-Argenziano
- Department of Patient Safety and Quality, Hackensack University Medical Center, Hackensack, NJ, United States
| | - Patrick Roth
- Department of Neurosurgery, Hackensack University Medical Center, Hackensack, NJ, United States
- New Jersey Brain and Spine Center, Hackensack, NJ, United States
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
| | - Florian P. Thomas
- Hackensack Meridian School of Medicine, Nutley, NJ, United States
- Department of Neurology, Hackensack University Medical Center, Hackensack, NJ, United States
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Barliana MI, Ramdini DA, Afifah NN, Alfian SD, Sumiwi SA. Investigating the Effect of Adherence to Antipsychotic Therapy on the Length of Stay and Number of Hospitalizations in Patients with Schizophrenia - A Descriptive Analysis. Patient Prefer Adherence 2023; 17:2737-2747. [PMID: 37936717 PMCID: PMC10625877 DOI: 10.2147/ppa.s430083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/20/2023] [Indexed: 11/09/2023] Open
Abstract
Background Optimizing long-term outcomes in schizophrenia treatment requires effective pharmacological interventions. Medication adherence is known to influence clinical outcomes, yet there is a scarcity of studies examining its correlation with factors like Length of Stay (LOS) and re-hospitalization frequency. These outcomes are crucial indicators of how medication adherence affects overall patient well-being. Purpose This study aims to describe the effect of medication adherence on the length of stay (LOS) and number of hospitalizations in patients with schizophrenia. Patients and Methods A total of 157 subjects from the West Java Psychiatric Hospital were included in this cross-sectional retrospective study. Data, including demographics, comorbidities, duration of illness, antipsychotic adherence, LOS, and the number of hospitalizations, were collected from the patients' medical records. All the data were analyzed using the Chi-Square (χ²) test with a significance level set at p < 0.05. Results Our findings showed that 88% of all schizophrenia inpatients were in the nonadherence group. The highest (40.7%) LOS (>30 days) was found in the non-adherence group with discontinued therapy/stopped therapy group, while the highest percentage of patients with less than five hospitalizations was identified in the obedient and regular therapy group (94.4%). In the statistical results, we observed a significant association between therapy adherence (p = 0.043) and therapy regimen (p = 0.014) with gender. Additionally, the distinction between male and female schizophrenia patients demonstrated statistical significance (p = 0.000). Conclusion In this study, therapy adherence and therapy regimen were found to have a significant association with gender, as well as differences between the number of male and female schizophrenia patients that were statistically significant. While other variables may exhibit clinical associations, their statistical significance has not been fully depicted. The results of this study could be preliminary study for subsequent observational studies.
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Affiliation(s)
- Melisa Intan Barliana
- Department of Biological Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Dwi Aulia Ramdini
- Department of Pharmacy, Faculty of Medicine, Universitas Lampung, Bandar Lampung, Indonesia
| | - Nadiya Nurul Afifah
- Department of Biological Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Sofa Dewi Alfian
- Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
- Department of Pharmacology and Clinical Pharmacy Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Sri Adi Sumiwi
- Department of Pharmacology and Clinical Pharmacy Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
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Shurer J, Golden SLS, Mihas P, Browner N. More than medications: a patient-centered assessment of Parkinson's disease care needs during hospitalization. Front Aging Neurosci 2023; 15:1255428. [PMID: 37842122 PMCID: PMC10569176 DOI: 10.3389/fnagi.2023.1255428] [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] [Received: 07/08/2023] [Accepted: 09/12/2023] [Indexed: 10/17/2023] Open
Abstract
Background Parkinson's disease (PD) increases the risk of hospitalization and complications while in the hospital. Patient-centered care emphasizes active participation of patients in decision-making and has been found to improve satisfaction with care. Engaging in discussion and capturing hospitalization experience of a person with PD (PwP) and their family care partner (CP) is a critical step toward the development of quality improvement initiatives tailored to the unique hospitalization needs of PD population. Objectives This qualitative study aimed to identify the challenges and opportunities for PD patient-centered care in hospital setting. Methods Focus groups were held with PwPs and CPs to capture first-hand perspectives and generate consensus themes on PD care during hospitalization. A semi-structured guide for focus group discussions included questions about inpatient experiences and interactions with the health system and the clinical team. The data were analyzed using inductive thematic analysis. Results A total of 12 PwPs and 13 CPs participated in seven focus groups. Participants were 52% female and 28% non-white; 84% discussed unplanned hospitalizations. This paper focuses on two specific categories that emerged from the data analysis. The first category explored the impact of PD diagnosis on the hospital experience, specifically during planned and unplanned hospitalizations. The second category delves into the unique needs of PwPs and CPs during hospitalization, which included the importance of proper PD medication management, the need for improved hospital ambulation protocols, and the creation of disability informed hospital environment specific for PD. Conclusion PD diagnosis impacts the care experience, regardless of the reason for hospitalization. While provision of PD medications was a challenge during hospitalization, participants also desired flexibility in ambulation protocols and an environment that accommodated their disability. These findings highlight the importance of integrating the perspectives of PwPs and CPs when targeting patient-centered interventions to improve hospital experiences and outcomes.
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Affiliation(s)
| | | | - Paul Mihas
- Odum Institute for Research in Social Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nina Browner
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Bakker M, Johnson ME, Corre L, Mill DN, Li X, Woodman RJ, Johnson JL. Identifying rates and risk factors for medication errors during hospitalization in the Australian Parkinson's disease population: A 3-year, multi-center study. PLoS One 2022; 17:e0267969. [PMID: 35507635 PMCID: PMC9067649 DOI: 10.1371/journal.pone.0267969] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 04/19/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Admission to hospital introduces risks for people with Parkinson's disease in maintaining continuity of their highly individualized medication regimens, which increases their risk of medication errors. This is of particular concern as omitted medications and irregular dosing can cause an immediate increase in an individual's symptoms as well as other adverse outcomes such as swallowing difficulties, aspiration pneumonia, frozen gait and even potentially fatal neuroleptic malignant type syndrome. OBJECTIVE To determine the occurrence and identify factors that contribute to Parkinson's medication errors in Australian hospitals. METHODS A retrospective discharge diagnosis code search identified all admissions for people with Parkinson's disease to three tertiary metropolitan hospitals in South Australia, Australia over a 3-year period. Of the 405 case notes reviewed 351 admissions met our inclusion criteria. RESULTS Medication prescribing (30.5%) and administration (85%) errors during admission were extremely common, with the most frequent errors related to administration of levodopa preparations (83%). A higher levodopa equivalent dosage, patients with a modified swallowing status or nil by mouth order during admission, and patients who did not have a pharmacist led medication history within 24 hours of admission had significantly higher rates of medication errors. CONCLUSIONS This study identified 3 major independent factors that increased the risk of errors during medication management for people with Parkinson's disease during hospitalization. Thus, targeting these areas for preventative interventions have the greatest chance of producing a clinically meaningful impact on the number of hospital medication errors occurring in the Parkinson's population.
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Affiliation(s)
- Michael Bakker
- SA Pharmacy, SA Health, Adelaide, South Australia, Australia
| | - Michaela E. Johnson
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Lauren Corre
- SA Pharmacy, SA Health, Adelaide, South Australia, Australia
| | - Deanna N. Mill
- SA Pharmacy, SA Health, Adelaide, South Australia, Australia
- School of Allied Health, University of Western Australia, Perth, Western Australia, Australia
| | - Xingzhuo Li
- SA Pharmacy, SA Health, Adelaide, South Australia, Australia
| | - Richard J. Woodman
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Jacinta L. Johnson
- SA Pharmacy, SA Health, Adelaide, South Australia, Australia
- UniSA Clinical and Health Sciences, University of South Australia, Adelaide, South Australia, Australia
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Yim RLH, Leung KMM, Poon CCM, Irwin MG. Peri‐operative management of patients with Parkinson’s disease. Anaesthesia 2022; 77 Suppl 1:123-133. [DOI: 10.1111/anae.15617] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2021] [Indexed: 11/28/2022]
Affiliation(s)
- R. L. H. Yim
- Department of Anaesthesiology Queen Mary Hospital Hong Kong China
| | - K. M. M. Leung
- Department of Anaesthesiology University of Hong Kong Hong Kong China
| | - C. C. M. Poon
- Department of Anaesthesiology Queen Mary Hospital Hong Kong China
| | - M. G. Irwin
- Department of Anaesthesiology University of Hong Kong Hong Kong China
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