Cargando…

Using set visualisation to find and explain patterns of missing values: a case study with NHS hospital episode statistics data

OBJECTIVES: Missing data is the most common data quality issue in electronic health records (EHRs). Missing data checks implemented in common analytical software are typically limited to counting the number of missing values in individual fields, but researchers and organisations also need to unders...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ruddle, Roy A, Adnan, Muhammad, Hall, Marlous
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2022
Materias:	Health Informatics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680176/ https://www.ncbi.nlm.nih.gov/pubmed/36410820 http://dx.doi.org/10.1136/bmjopen-2022-064887

Ejemplares similares

Hospital episode statistics: improving the quality and value of hospital data: a national internet e-survey of hospital consultants
por: Spencer, Stephen Andrew, et al.
Publicado: (2012)

Quantification and visualisation methods of data-driven chronic care delivery pathways: protocol for a systematic review and content analysis
por: Siqueira do Prado, Luiza, et al.
Publicado: (2020)

Linkage of maternity hospital episode statistics birth records to birth registration and notification records for births in England 2005–2006: quality assurance of linkage
por: Coathup, Victoria, et al.
Publicado: (2020)

Modelling NHS England 111 demand for primary care services: a discrete event simulation
por: Pilbery, Richard, et al.
Publicado: (2023)

The impact of electronic prescribing systems on pharmacists’ time and workflow: protocol for a time-and-motion study in English NHS hospitals
por: Schofield, Behnaz, et al.
Publicado: (2015)

OpenPrescribing: normalised data and software tool to research trends in English NHS primary care prescribing 1998–2016
por: Curtis, Helen J, et al.
Publicado: (2018)

Digital NHS Wales: a coding reliability analysis based on the voices of 22 978 patients and clinicians on the benefits, challenges and sustainability of video consulting
por: Johns, Gemma, et al.
Publicado: (2022)

Impact of matching error on linked mortality outcome in a data linkage of secondary mental health data with Hospital Episode Statistics (HES) and mortality records in South East London: a cross-sectional study
por: Jewell, Amelia, et al.
Publicado: (2020)

Prediction of COVID-19 severity using laboratory findings on admission: informative values, thresholds, ML model performance
por: Statsenko, Yauhen, et al.
Publicado: (2021)

KR4SL: knowledge graph reasoning for explainable prediction of synthetic lethality
por: Zhang, Ke, et al.
Publicado: (2023)

The HMO Research Network Virtual Data Warehouse: A Public Data Model to Support Collaboration
por: Ross, Tyler R., et al.
Publicado: (2014)

2469: Streamlining study design and statistical analysis for quality improvement and research reproducibility
por: Gouripeddi, Ram, et al.
Publicado: (2018)

How, in what contexts, and why do quality dashboards lead to improvements in care quality in acute hospitals? Protocol for a realist feasibility evaluation
por: Randell, Rebecca, et al.
Publicado: (2020)

Predicting the anion conductivities and alkaline stabilities of anion conducting membrane polymeric materials: development of explainable machine learning models
por: Phua, Yin Kan, et al.
Publicado: (2023)

Prevalence and factors associated with missed hospital appointments: a retrospective review of multiple clinics at Royal Hospital, Sultanate of Oman
por: Alawadhi, Ahmed, et al.
Publicado: (2021)

2327: Prescription opioid dependence in Western New York: Using data analytics to find an answer to the opioid epidemic
por: Sinha, Shyamashree, et al.
Publicado: (2018)

Predicting the Functional, Molecular, and Phenotypic Consequences of Amino Acid Substitutions using Hidden Markov Models
por: Shihab, Hashem A, et al.
Publicado: (2013)

Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
por: Bulik-Sullivan, Brendan, et al.
Publicado: (2013)

RNAsnp: Efficient Detection of Local RNA Secondary Structure Changes Induced by SNPs
por: Sabarinathan, Radhakrishnan, et al.
Publicado: (2013)

Rapid Detection of Rare Deleterious Variants by Next Generation Sequencing with Optional Microarray SNP Genotype Data
por: Watson, Christopher M., et al.
Publicado: (2015)

ProKinO: A Unified Resource for Mining the Cancer Kinome
por: McSkimming, Daniel Ian, et al.
Publicado: (2015)

Robust Diagnostic Genetic Testing Using Solution Capture Enrichment and a Novel Variant-Filtering Interface
por: Watson, Christopher M, et al.
Publicado: (2014)

Evaluating the Reliability of EHR-Generated Clinical Outcomes Reports: A Case Study
por: Kanger, Chatrian, et al.
Publicado: (2014)

The COMET Sleep Research Platform
por: Nichols, Deborah A., et al.
Publicado: (2014)

Developing a Communitywide Electronic Health Record Disease Registry in Primary Care Practices: Lessons Learned from the Western New York Beacon Community
por: Heider, Arvela R., et al.
Publicado: (2014)

Preparing Electronic Clinical Data for Quality Improvement and Comparative Effectiveness Research: The SCOAP CERTAIN Automation and Validation Project
por: Devine, Emily Beth, et al.
Publicado: (2013)

Recommendations for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research
por: Hersh, William R., et al.
Publicado: (2013)

How Patients Can Improve the Accuracy of their Medical Records
por: Dullabh, Prashila M., et al.
Publicado: (2014)

Transforming the Premier Perspective® Hospital Database into the Observational Medical Outcomes Partnership (OMOP) Common Data Model
por: Makadia, Rupa, et al.
Publicado: (2014)

Security Approaches in Using Tablet Computers for Primary Data Collection in Clinical Research
por: Wilcox, Adam B., et al.
Publicado: (2013)

Mission and Sustainability of Informatics for Integrating Biology and the Bedside (i2b2)
por: Murphy, Shawn, et al.
Publicado: (2014)

Quality Measure Performance in Small Practices Before and After Electronic Health Record Adoption
por: McCullough, Colleen M., et al.
Publicado: (2015)

Scalable Architecture for Federated Translational Inquiries Network (SAFTINet) Technology Infrastructure for a Distributed Data Network
por: Schilling, Lisa M., et al.
Publicado: (2013)

Web-based Comparative Patient-reported Outcome Feedback to Support Quality Improvement and Comparative Effectiveness Research in Total Joint Replacement
por: Zheng, Hua, et al.
Publicado: (2014)

Development and Implementation of ExPLORE Clinical Practice, a Web-accessible Comparative Outcomes Tool for California Hospitals and Physicians
por: McNair, Peter D., et al.
Publicado: (2015)

The Visit-Data Warehouse: Enabling Novel Secondary Use of Health Information Exchange Data
por: Fleischman, William, et al.
Publicado: (2014)

Development and Implementation of an Electronic Decision Support to Manage the Health of a High-Risk Population: The enhanced Electronic Medical Record Aging Brain Care Software (eMR-ABC)
por: Frame, Amie, et al.
Publicado: (2013)

Sustainability Through Technology Licensing and Commercialization: Lessons Learned from the TRIAD Project
por: Payne, Philip R.O.
Publicado: (2014)

Development of a Web Service for Analysis in a Distributed Network
por: Jiang, Xiaoqian, et al.
Publicado: (2014)

Advances in Patient-Reported Outcomes: The NIH PROMIS(®) Measures
por: Broderick, Joan E., et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_53bjr6o20hqt1v9sve054i9k38