Modeling nurse-patient assignments considering patient acuity and travel distance metrics.

Abstract:

:Balancing workload among nurses on a hospital unit is important for the satisfaction and safety of nurses and patients. To balance nurse workloads, direct patient care activities, indirect patient care activities, and non-patient care activities that occur throughout a shift must be considered. The layout of a hospital unit and the location of a nurse's assigned patients relative to other resources on the unit are also important factors in achieving workload balance. In most hospitals, a unit charge nurse is responsible for the shift assignment of patients to nurses based on experience and past practices. The nurse-patient assignment process is also often a manual process in which the charge nurse must sort through multiple decision criteria in a limited amount of time. In this paper, a methodology for the construction of balanced nurse-patient workload assignments is proposed. Through the illustration of this methodology new scoring metrics are developed using measures currently available on, or from, the hospital unit. It was demonstrated that the complex scheduling problem can be captured. While the methodology was illustrated for a scheduling problem commonly encountered on a hospital unit, the approach can be adapted to other workforce scheduling problems in which measures of workload are required and composed of elements imposed by the work environment, variability within the required tasks, and a measurable perception of the relative intensity of the work elements.

journal_name

J Biomed Inform

authors

Acar I,Butt SE

doi

10.1016/j.jbi.2016.10.006

subject

Has Abstract

pub_date

2016-12-01 00:00:00

pages

192-206

eissn

1532-0464

issn

1532-0480

pii

S1532-0464(16)30139-3

journal_volume

64

pub_type

杂志文章
  • Predicting severe clinical events by learning about life-saving actions and outcomes using distant supervision.

    abstract::Medical error is a leading cause of patient death in the United States. Among the different types of medical errors, harm to patients caused by doctors missing early signs of deterioration is especially challenging to address due to the heterogeneity of patients' physiological patterns. In this study, we implemented r...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2020.103425

    authors: Lee DH,Yetisgen M,Vanderwende L,Horvitz E

    更新日期:2020-07-01 00:00:00

  • Desiderata for domain reference ontologies in biomedicine.

    abstract::Domain reference ontologies represent knowledge about a particular part of the world in a way that is independent from specific objectives, through a theory of the domain. An example of reference ontology in biomedical informatics is the Foundational Model of Anatomy (FMA), an ontology of anatomy that covers the entir...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2005.09.002

    authors: Burgun A

    更新日期:2006-06-01 00:00:00

  • The use of logic relationships to model colon cancer gene expression networks with mRNA microarray data.

    abstract::The ultimate goal of genomics research is to describe the network of molecules and interactions that govern all biological functions and disease processes in cells. Nonlinear interactions among genes in terms of their logic relationships play a key role for deciphering the networks of molecules that underlie cellular ...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2007.11.006

    authors: Ruan X,Wang J,Li H,Perozzi RE,Perozzi EF

    更新日期:2008-08-01 00:00:00

  • Algorithms for rapid outbreak detection: a research synthesis.

    abstract::The threat of bioterrorism has stimulated interest in enhancing public health surveillance to detect disease outbreaks more rapidly than is currently possible. To advance research on improving the timeliness of outbreak detection, the Defense Advanced Research Project Agency sponsored the Bio-event Advanced Leading In...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2004.11.007

    authors: Buckeridge DL,Burkom H,Campbell M,Hogan WR,Moore AW

    更新日期:2005-04-01 00:00:00

  • On the reproducibility of results of pathway analysis in genome-wide expression studies of colorectal cancers.

    abstract::One of the major problems in genomics and medicine is the identification of gene networks and pathways deregulated in complex and polygenic diseases, like cancer. In this paper, we address the problem of assessing the variability of results of pathways analysis identified in different and independent genome wide expre...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2009.09.005

    authors: Maglietta R,Distaso A,Piepoli A,Palumbo O,Carella M,D'Addabbo A,Mukherjee S,Ancona N

    更新日期:2010-06-01 00:00:00

  • Game-based interventions for neuropsychological assessment, training and rehabilitation: Which game-elements to use? A systematic review.

    abstract::Game-based interventions (GBI) have been used to promote health-related outcomes, including cognitive functions. Criteria for game-elements (GE) selection are insufficiently characterized in terms of their adequacy to patients' clinical conditions or targeted cognitive outcomes. This study aimed to identify GE applied...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2019.103287

    authors: Ferreira-Brito F,Fialho M,Virgolino A,Neves I,Miranda AC,Sousa-Santos N,Caneiras C,Carriço L,Verdelho A,Santos O

    更新日期:2019-10-01 00:00:00

  • Heterogeneous database integration in biomedicine.

    abstract::The rapid expansion of biomedical knowledge, reduction in computing costs, and spread of internet access have created an ocean of electronic data. The decentralized nature of our scientific community and healthcare system, however, has resulted in a patchwork of diverse, or heterogeneous, database implementations, mak...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1006/jbin.2001.1024

    authors: Sujansky W

    更新日期:2001-08-01 00:00:00

  • LGscore: A method to identify disease-related genes using biological literature and Google data.

    abstract::Since the genome project in 1990s, a number of studies associated with genes have been conducted and researchers have confirmed that genes are involved in disease. For this reason, the identification of the relationships between diseases and genes is important in biology. We propose a method called LGscore, which iden...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2015.01.003

    authors: Kim J,Kim H,Yoon Y,Park S

    更新日期:2015-04-01 00:00:00

  • A comparison of word embeddings for the biomedical natural language processing.

    abstract:BACKGROUND:Word embeddings have been prevalently used in biomedical Natural Language Processing (NLP) applications due to the ability of the vector representations being able to capture useful semantic properties and linguistic relationships between words. Different textual resources (e.g., Wikipedia and biomedical lit...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2018.09.008

    authors: Wang Y,Liu S,Afzal N,Rastegar-Mojarad M,Wang L,Shen F,Kingsbury P,Liu H

    更新日期:2018-11-01 00:00:00

  • R.A.P.I.D. (Root Aggregated Prioritized Information Display): A single screen display for efficient digital triaging of medical reports.

    abstract:OBJECTIVE:The timely acknowledgement of critical patient clinical reports is vital for the delivery of safe patient care. With current EHR systems, critical reports reside on different screens. This leads to treatment delays and inefficient work flows. As a remedy, the R.A.P.I.D. (Root Aggregated Prioritized Informatio...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章,随机对照试验

    doi:10.1016/j.jbi.2016.04.001

    authors: Ford JP,Huang L,Richards DS,Ambinder EP,Rosenberger JL

    更新日期:2016-06-01 00:00:00

  • Biomedical ontologies: what part-of is and isn't.

    abstract::Mereological relations such as part-of and its inverse has-part are fundamental to the description of the structure of living organisms. Whereas classical mereology focuses on individual entities, mereological relations in biomedical ontologies are generally asserted between classes of individuals. In general, this pr...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2005.11.003

    authors: Schulz S,Kumar A,Bittner T

    更新日期:2006-06-01 00:00:00

  • Combining glass box and black box evaluations in the identification of heart disease risk factors and their temporal relations from clinical records.

    abstract:BACKGROUND:The determination of risk factors and their temporal relations in natural language patient records is a complex task which has been addressed in the i2b2/UTHealth 2014 shared task. In this context, in most systems it was broadly decomposed into two sub-tasks implemented by two components: entity detection, a...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2015.06.014

    authors: Grouin C,Moriceau V,Zweigenbaum P

    更新日期:2015-12-01 00:00:00

  • Comparison with manual registration reveals satisfactory completeness and efficiency of a computerized cancer registration system.

    abstract::Automated software for cancer registration, called Open Registry and developed by ourselves was adopted by the Varese (population-based) Cancer Registry starting from 1997. Since the use of automated cancer registration is increasing, it is important to assess the quality and completeness of the automated data being p...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2007.03.003

    authors: Contiero P,Tittarelli A,Maghini A,Fabiano S,Frassoldi E,Costa E,Gada D,Codazzi T,Crosignani P,Tessandori R,Tagliabue G

    更新日期:2008-02-01 00:00:00

  • Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora.

    abstract:OBJECTIVE:The goal of this study is to investigate entity recognition within Electronic Health Records (EHRs) focusing on Spanish and Swedish. Of particular importance is a robust representation of the entities. In our case, we utilized unsupervised methods to generate such representations. METHODS:The significance of...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2017.05.009

    authors: Pérez A,Weegar R,Casillas A,Gojenola K,Oronoz M,Dalianis H

    更新日期:2017-07-01 00:00:00

  • Developing, implementing, and evaluating decision support systems for shared decision making in patient care: a conceptual model and case illustration.

    abstract::The importance of including patient preferences in decisions regarding their care has received increased emphasis over recent years. Medical informatics can play an important role in improving patient-centered care by developing decision support systems to support the inclusion of patient preferences in clinical decis...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/s1532-0464(03)00037-6

    authors: Ruland CM,Bakken S

    更新日期:2002-10-01 00:00:00

  • Cognitive simulators for medical education and training.

    abstract::Simulators for honing procedural skills (such as surgical skills and central venous catheter placement) have proven to be valuable tools for medical educators and students. While such simulations represent an effective paradigm in surgical education, there is an opportunity to add a layer of cognitive exercises to the...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2009.02.008

    authors: Kahol K,Vankipuram M,Smith ML

    更新日期:2009-08-01 00:00:00

  • Toward national comparable nurse practitioner data: proposed data elements, rationale, and methods.

    abstract::Federal funds have supported Nurse Practitioner (NP) education and the establishment of nurse-managed centers. Yet, important questions are raised about the quality and appropriate scope of NP care. Few NP-patient encounters are documented in the largest national surveys of ambulatory care, sponsored by the National C...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2003.09.016

    authors: Jenkins ML

    更新日期:2003-08-01 00:00:00

  • An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.

    abstract:OBJECTIVE:Evaluate the quality of clinical order practice patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. MATERIALS AND METHODS:Inpatient electronic health records from 2010 to 2013 were extracted from a tertiary academic hospital. Clinicians (n = 1822) were stratified into lo...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2018.09.005

    authors: Wang JK,Hom J,Balasubramanian S,Schuler A,Shah NH,Goldstein MK,Baiocchi MTM,Chen JH

    更新日期:2018-10-01 00:00:00

  • Chronic disease modeling and simulation software.

    abstract::Computers allow describing the progress of a disease using computerized models. These models allow aggregating expert and clinical information to allow researchers and decision makers to forecast disease progression. To make this forecast reliable, good models and therefore good modeling tools are required. This paper...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2010.06.003

    authors: Barhak J,Isaman DJ,Ye W,Lee D

    更新日期:2010-10-01 00:00:00

  • Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data.

    abstract:OBJECTIVE:To outline new design directions for informatics solutions that facilitate personal discovery with self-monitoring data. We investigate this question in the context of chronic disease self-management with the focus on type 2 diabetes. MATERIALS AND METHODS:We conducted an observational qualitative study of d...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2017.09.013

    authors: Mamykina L,Heitkemper EM,Smaldone AM,Kukafka R,Cole-Lewis HJ,Davidson PG,Mynatt ED,Cassells A,Tobin JN,Hripcsak G

    更新日期:2017-12-01 00:00:00

  • A graph-based approach to auditing RxNorm.

    abstract:OBJECTIVES:RxNorm is a standardized nomenclature for clinical drug entities developed by the National Library of Medicine. In this paper, we audit relations in RxNorm for consistency and completeness through the systematic analysis of the graph of its concepts and relationships. METHODS:The representation of multi-ing...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2009.04.004

    authors: Bodenreider O,Peters LB

    更新日期:2009-06-01 00:00:00

  • Software tools for simultaneous data visualization and T cell epitopes and disorder prediction in proteins.

    abstract::We have developed EpDis and MassPred, extendable open source software tools that support bioinformatic research and enable parallel use of different methods for the prediction of T cell epitopes, disorder and disordered binding regions and hydropathy calculation. These tools offer a semi-automated installation of chos...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2016.01.016

    authors: Jandrlić DR,Lazić GM,Mitić NS,Pavlović MD

    更新日期:2016-04-01 00:00:00

  • Evaluation of a rule-based method for epidemiological document classification towards the automation of systematic reviews.

    abstract:INTRODUCTION:Most data extraction efforts in epidemiology are focused on obtaining targeted information from clinical trials. In contrast, limited research has been conducted on the identification of information from observational studies, a major source for human evidence in many fields, including environmental health...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章,评审

    doi:10.1016/j.jbi.2017.04.004

    authors: Karystianis G,Thayer K,Wolfe M,Tsafnat G

    更新日期:2017-06-01 00:00:00

  • Use of an interactive tool to assess patients' willingness-to-pay.

    abstract::Assessment of willingness to pay (WTP) has become an important issue in health care technology assessment and in providing insight into the risks and benefits of treatment options. We have accordingly explored the use of an interactive method for assessment of WTP. To illustrate our methodology, we describe the develo...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1006/jbin.2002.1032

    authors: Matthews D,Rocchi A,Wang EC,Gafni A

    更新日期:2001-10-01 00:00:00

  • MeSHy: Mining unanticipated PubMed information using frequencies of occurrences and concurrences of MeSH terms.

    abstract:MOTIVATION:PubMed is the most widely used database of biomedical literature. To the detriment of the user though, the ranking of the documents retrieved for a query is not content-based, and important semantic information in the form of assigned Medical Subject Headings (MeSH) terms is not readily presented or producti...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2011.05.009

    authors: Theodosiou T,Vizirianakis IS,Angelis L,Tsaftaris A,Darzentas N

    更新日期:2011-12-01 00:00:00

  • Exploring the associations between drug side-effects and therapeutic indications.

    abstract::Drug therapeutic indications and side-effects are both measurable patient phenotype changes in response to the treatment. Inferring potential drug therapeutic indications and identifying clinically interesting drug side-effects are both important and challenging tasks. Previous studies have utilized either chemical st...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2014.03.014

    authors: Wang F,Zhang P,Cao N,Hu J,Sorrentino R

    更新日期:2014-10-01 00:00:00

  • Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data.

    abstract:OBJECTIVE:Clinical pathways (CPs) are widely studied methods to standardize clinical intervention and improve medical quality. However, standard care plans defined in current CPs are too general to execute in a practical healthcare environment. The purpose of this study was to create hospital-specific personalized CPs ...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2014.07.017

    authors: Wang HQ,Zhou TS,Tian LL,Qian YM,Li JS

    更新日期:2014-12-01 00:00:00

  • Colorado Care Tablet: the design of an interoperable Personal Health Application to help older adults with multimorbidity manage their medications.

    abstract::Medication errors are common and cause serious health issues during care transitions, particularly for older adults with multiple chronic conditions. In this paper, we discuss the design and evaluation of the Colorado Care Tablet, a Personal Health Application (PHA) that helps older adults and their lay caregivers man...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2010.05.007

    authors: Siek KA,Ross SE,Khan DU,Haverhals LM,Cali SR,Meyers J

    更新日期:2010-10-01 00:00:00

  • Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses.

    abstract::Due to the upcoming data deluge of genome data, the need for storing and processing large-scale genome data, easy access to biomedical analyses tools, efficient data sharing and retrieval has presented significant challenges. The variability in data volume results in variable computing and storage requirements, theref...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2014.01.005

    authors: Liu B,Madduri RK,Sotomayor B,Chard K,Lacinski L,Dave UJ,Li J,Liu C,Foster IT

    更新日期:2014-06-01 00:00:00

  • Role of OpenEHR as an open source solution for the regional modelling of patient data in obstetrics.

    abstract::This work investigates, whether openEHR with its reference model, archetypes and templates is suitable for the digital representation of demographic as well as clinical data. Moreover, it elaborates openEHR as a tool for modelling Hospital Information Systems on a regional level based on a national logical infrastruct...

    journal_title:Journal of biomedical informatics

    pub_type: 杂志文章

    doi:10.1016/j.jbi.2015.04.004

    authors: Pahl C,Zare M,Nilashi M,de Faria Borges MA,Weingaertner D,Detschew V,Supriyanto E,Ibrahim O

    更新日期:2015-06-01 00:00:00