Data Quality Problems In Healthcare

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Digital Health Data Quality Issues: Systematic Review - PMC

(4 days ago) WEBThe health care landscape is changing globally owing to substantial investments in health information systems that seek to improve health care outcomes . Despite the rapid adoption of health information systems and the perception of digital …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10131725/

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Data Quality Issues in Healthcare: Understanding the Importance …

(5 days ago) WEB4medica. In the fast-paced world of healthcare, the accuracy and reliability of data play a crucial role in providing effective patient care, making informed decisions, …

https://www.4medica.com/blog_insights/data-quality-issues-in-healthcare-understanding-the-importance-and-solutions/

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Ensuring data integrity of healthcare information in the era of …

(3 days ago) WEBData Integrity is the most sensitive concern for the current healthcare industry. Data integrity describes the way of ensuring data quality, efficiency and …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136763/

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Data Quality in Healthcare: Challenges & Opportunities - Collibra

(1 days ago) WEBMethods to improve data quality in healthcare. There are a number of methods that you can use to improve data quality in healthcare, including integrated …

https://www.collibra.com/us/en/blog/data-quality-in-healthcare-challenges-and-opportunities

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Data quality in healthcare: A report of practical experience with the

(7 days ago) WEBData quality (DQ) is the degree to which a given dataset meets a user’s requirements. In the primary healthcare setting, poor quality data can lead to poor …

https://journals.sagepub.com/doi/10.1177/1833358319887743

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Why Poor Data Quality is Holding Back Healthcare

(3 days ago) WEBHigh quality data is a pivotal requirement in the migration toward value-based care. However, a recent survey by Dimensional Insight reveals that healthcare IT leaders have a long way to go in trusting the …

https://pubsonline.informs.org/do/10.1287/LYTX.2019.04.01/full/

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Understanding and detecting defects in healthcare administration …

(3 days ago) WEBSuch knowledge can facilitate the communication within the organization while detecting and resolving data defects. In addition, obtaining evidence about the …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7647275/

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Digital Health Data Quality Issues: Systematic Review

(4 days ago) WEBBackground: The promise of digital health is principally dependent on the ability to electronically capture data that can be analyzed to improve decision-making. …

https://www.jmir.org/2023/1/e42615

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The strategic management of data quality in healthcare

(1 days ago) WEBThe research explores the issues that defi ne and control data quality in national health data collections and the mechanisms and frameworks that can be developed to achieve …

https://journals.sagepub.com/doi/pdf/10.1177/1460458208096555

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Digital Health Data Quality Issues: Systematic Review - PubMed

(1 days ago) WEBBackground: The promise of digital health is principally dependent on the ability to electronically capture data that can be analyzed to improve decision-making. …

https://pubmed.ncbi.nlm.nih.gov/37000497/

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Data quality in healthcare - Benefits, challenges, and …

(3 days ago) WEBMeaning. Example of health data quality requirement. 1. Availability and accessibility. Data is available when needed and is accessible to whomever needs it. In an electronic patient record system, …

https://dataladder.com/data-quality-in-healthcare-data-systems/

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Healthcare Data Quality: Build a Coalition for Success

(7 days ago) WEBHealthcare data-informed decision making’s complexity and consequences demand the highest-quality data—a relationship that COVID-19 has amplified. Decision …

https://www.healthcatalyst.com/insights/healthcare-data-quality-build-coalition-success

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Data Quality in Healthcare Talend

(7 days ago) WEBImproving data quality in healthcare begins by understanding the core tenets of data quality management, the value it offers, and some of the most common problems to …

https://www.talend.com/resources/data-quality-healthcare/

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Data Quality and Integrity Advocacy - AHIMA

(6 days ago) WEBKey Points. Improving data quality and integrity within the healthcare system could yield considerable benefits, including: Enhanced patient safety and outcomes by ensuring that …

https://www.ahima.org/advocacy/policy-statements/data-quality-and-integrity/

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Healthcare Big Data and the Promise of Value-Based Care

(4 days ago) WEBThe first is the aforementioned move from a pay-for-service model, which financially rewards caregivers for performing procedures, to a value-based care model, …

https://catalyst.nejm.org/doi/full/10.1056/CAT.18.0290

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Electronic Health Record Data Governance and Data Quality in

(Just Now) WEBHealthcare data grows daily by petabytes. With over a billion healthcare encounters a year in the United States alone, this wealth of data exceeds current …

https://www.himss.org/resources/electronic-health-record-data-governance-and-data-quality-real-world

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The Impact of Data Quality Problems in Healthcare

(7 days ago) WEBThe impact of poor data quality is persistent in healthcare. It affects not only the organization, but also the patient's experience. Data quality in healthcare is …

https://intelligent-ds.com/blog/data-quality-problems-in-healthcare

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Data quality initiatives in healthcare TechRepublic

(4 days ago) WEBData quality in healthcare can directly affect patient outcomes, physicians’ decision-making abilities and more. Unfortunately, there are many examples of data …

https://www.techrepublic.com/article/data-quality-in-healthcare/

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Data quality in healthcare: A report of practical experience with the

(1 days ago) WEBData quality (DQ) is the degree to which a given dataset meets a user's requirements. In the primary healthcare setting, poor quality data can lead to poor patient care, …

https://pubmed.ncbi.nlm.nih.gov/31805788/

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Data Quality Issues in Electronic Health Records: An …

(1 days ago) WEBThis article address data quality issues relating to electronic health records (EHRs). It discusses the nature of the problem of supporting EHRs at national and Maintaining …

https://journals.sagepub.com/doi/pdf/10.1177/1460458204040665

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Digital Disruption and Big Data in Healthcare - Opportunities and

(3 days ago) WEBA significant part of providing quality healthcare is analyzing large volumes of medical data quickly and correctly. 1 However, as practices become more technical …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9426864/

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Comprehensive review for healthcare data quality challenges in

(8 days ago) WEBThe healthcare data quality issues inherent in blockchain technology are presented and discussed in this section. There are significant challenges for data …

https://www.frontiersin.org/articles/10.3389/fdata.2023.1173620/full

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AHRQ guide provides ways to support equity through digital …

(3 days ago) WEBThe Agency for Healthcare Research and Quality recently released a guide to help health systems and other stakeholders assess and advance equity in health care …

https://www.aha.org/news/headline/2024-04-25-ahrq-guide-provides-ways-support-equity-through-digital-health-care-technology

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AHRQ Quality Indicator Tools for Data Analytics

(4 days ago) WEBThe PQIs use administrative data found in a typical hospital discharge abstract to flag potential healthcare quality problem areas that need further investigation. In addition, …

https://www.ahrq.gov/data/qualityindicators/index.html

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Instead of more quality metrics, harness fewer high-quality ones

(9 days ago) WEBWhile most quality metrics have a strong foundation in public health data, they do not necessarily improve the quality of a patient’s life or their health-specific …

https://www.statnews.com/2024/05/02/instead-of-adding-quality-metrics-harness-fewer-high-quality-ones-to-improve-outcomes-and-reduce-provider-burden/

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A critical assessment of using ChatGPT for extracting structured …

(Just Now) WEBExisting natural language processing (NLP) methods to convert free-text clinical notes into structured data often require problem-specific annotations and model …

https://www.nature.com/articles/s41746-024-01079-8

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A Review of the Role and Challenges of Big Data in Healthcare

(3 days ago) WEBBeing highly fragmented and enormous, big data in health care leads to information quality and technology problems, making it a barrier to accomplishing …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9536942/

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2024 National Strategy for Suicide Prevention HHS.gov

(Just Now) WEBGoal 9: Improve the quality and accessibility of crisis care services across all communities. Strategic Direction 3: Surveillance, Quality Improvement, and …

https://www.hhs.gov/programs/prevention-and-wellness/mental-health-substance-abuse/national-strategy-suicide-prevention/index.html

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Frontiers A Pharmacist's Role in Increasing Access to Menstrual

(2 days ago) WEBIndividuals who menstruate grapple with diverse challenges in menstrual and reproductive health. This includes financial burdens, societal stigmas, and negative …

https://www.frontiersin.org/articles/10.3389/frph.2024.1364698

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