The health care manager
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The health care manager · Apr 2019
Choice of a Short-term Prediction Model for Patient Discharge Before Noon: A Walk-Through of ARIMA Model.
Hospital leaders encourage morning discharge of patients to boost patient flow. This work presents a detailed process of a building model for forecasting patient discharge before noon applying the Box-Jenkins methodology using weekly historic data. ⋯ The objective is to find an appropriate autoregressive integrated moving average (ARIMA) model for forecasting the rate of patients out by noon based on the lowest error in a statistical forecast by applying the mean absolute percentage error. The results obtained demonstrate that a nonseasonal ARIMA model classified as ARIMA(2,1,1) offers a good fit to actual discharge-before-noon data and proposes hospital leaders short-term prediction that could facilitate decision-making process, which is important in an uncertain health care system environment.
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The health care manager · Jan 2018
International Classification of Diseases, Tenth Revision Implementation: Is the Workforce Ready?
After many delays, the United States finally implemented the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedural Coding System on October 1, 2015, bringing the United States into line with other industrialized nations, most of which had been using the International Classification of Diseases, Tenth Revision for many years. We outline the benefits and challenges to the preparatory activities of the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedural Coding System implementation for the US health care industry. ⋯ Early results indicated a relatively smooth transition, although some questions regarding the available data remain. Additional data, especially data concerning outcomes, are required.
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Regular, interdisciplinary group meetings, "huddles," may be useful in improving communication among disciplines, resolving problems, and sharing information. Daily use of huddles may contribute to the development of a highly reliable health care organization. The purpose of this study was to describe safety huddles in relation to (1) problem type, (2) timeliness of resolution, (3) attendance of representatives from each discipline, (4) amount of information sharing, and (5) attendees' satisfaction with the process. ⋯ Regarding satisfaction with the huddle process, staff reported that huddles were useful in improving awareness of safety concerns and also improved communication between disciplines. Huddles provide a structured format in which staff can positively impact safety concerns, form a greater sense of medical community, increase sharing of information between disciplines, quickly resolve discipline-based problems, and increase awareness of safety concerns. Given the results of this study, it is recommended that health care administrators and managers develop a huddle process.
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The health care manager · Oct 2016
Consumer Health Informatics: Promoting Patient Self-care Management of Illnesses and Health.
Consumer health informatics (CHI) is propelling important changes for medical providers and the lives of patients through information and communications technology. Independently, medical consumers seek, collect, and use health information for decision making. However, when constructing a CHI-based medical platform, high technology must be applied in a fully understandable and usable format for both health care providers and consumers. ⋯ Also, establishing a health care delivery system that will support cooperation is necessary. Second, tailored health communications can uniquely construct the health information of patients, which prevents unnecessary or excessive information from leading patients to confused and inappropriate decisions. Ultimately, through the present environment of health communication, the innovation of a consumer health care information system has become the tide of the times and the positive effect of improved health can be expected.
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The health care manager · Apr 2015
International Classification of Diseases, 10th Revision, coding for prematurity: need for standardized nomenclature.
The International Classification of Diseases, Ninth Revision, Clinical Modification was introduced in the United States in 1979 as a coding system to document inpatient diagnostic and procedural codes. However, transition to International Classification of Diseases, 10th Revision (ICD-10) has been federally mandated by October 2015 due to advances in medical technology and procedures in medicine. ⋯ This article describes the importance of need for specificity of the codes and emphasizes the role of training in preparing for implementation of the ICD-10 coding system. An example is made for the need for accuracy in ICD-10 codes for prematurity as regards defining the premature population using standardized nomenclature.