Comparative Data In Healthcare Definition

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Using routine comparative data to assess the quality of health care

(6 days ago) WebMeasuring the quality of health care has become a major concern for funders and providers of health services in recent decades. One of the ways in which quality of care is currently assessed is by taking routinely collected data and analysing them …

https://qualitysafety.bmj.com/content/12/2/122

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How can we make valid and useful comparisons of different health …

(3 days ago) WebNotwithstanding efforts to construct these datasets, they come with significant “health warnings” about the data therein, with copious footnotes noting caveats for each variable. Even the definition of the “health system” varies across countries, for example, in the extent to which long‐term care is considered a part of the health system.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579199/

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The contribution of benchmarking to quality improvement in …

(3 days ago) WebFor instance, comparative performance data of certain clinical processes may lead clinicians to engage in different quality improvement activities such as audit & feedback strategies as well as professional development programs, whereas governments and regional authorities may choose to set policies based on the reporting of certain …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8812166/

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Profiles of Comparative Reports on Health Care Quality and Costs

(Just Now) WebHealth plans; Nursing homes; Home health agencies, hospice and long-term care; Dialysis facilities; Criteria for Inclusion. The examples have been reviewed to ensure that they are designed for consumers, publicly available, and include comparative data on quality for more than one health organization or provider.

https://www.ahrq.gov/talkingquality/resources/comparative-reports.html

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(PDF) Using routine comparative data to assess the quality of …

(Just Now) WebCollating numerical data in this way means that comparisons can be made--whether over time, with benchmarks, or with other healthcare providers (at individual or institutional levels of aggregation).

https://www.researchgate.net/publication/10817751_Using_routine_comparative_data_to_assess_the_quality_of_health_care_Understanding_and_avoiding_common_pitfalls

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Comparative Health Systems Analysis and Evaluation

(3 days ago) WebAbstract. This chapter outlines two approaches by which the healthcare systems of two or more countries can be compared. Healthcare systems can be evaluated along a variety of metrics, and recommendations are given for reliable sources of data. The first method of comparing healthcare systems uses the World Health Organization’s six …

https://link.springer.com/referenceworkentry/10.1007/978-3-030-45009-0_61

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Using comparative data to improve healthcare value - PubMed

(1 days ago) WebAbstract. Hospitals can use comparative data to achieve healthcare delivery reform by reducing waste and improving quality. Hospitals should share data with physicians to engage them in identifying areas for improvement. A hospital-physician alignment model is needed as a platform for creating common goals for both hospitals and physicians.

https://pubmed.ncbi.nlm.nih.gov/20533679/

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Using routine comparative data to assess the quality of health care

(1 days ago) WebMeasuring the quality of health care has become a major concern for funders and providers of health services in recent decades. One of the ways in which quality of care is currently assessed is by taking routinely collected data and analysing them quantitatively. The use of routine data has many adv …

https://pubmed.ncbi.nlm.nih.gov/12679509/

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What is Comparative Effectiveness Research? - University of North

(7 days ago) WebThe Agency for Healthcare Research and Quality identifies the following seven steps involved in conducting comparative effectiveness research: Identify new and emerging clinical interventions. Review and synthesize current medical research. Identify gaps between existing medical research and the needs of clinical practice.

https://tracs.unc.edu/index.php/services/comparative-effectiveness-research/what-is-cer

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Comparative Effectiveness Research Health Affairs

(Just Now) WebThe Institute of Medicine has defined comparative effectiveness research as "the generation and synthesis of evidence that compares the benefits and harms of alternative methods to prevent

https://www.healthaffairs.org/do/10.1377/hpb20101005.130478/

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Comparative analytics: putting data to work - HFMA

(4 days ago) WebComparative analytics provide the framework needed to ensure organizations are keeping pace with their peers. An effective comparative analytics platform should include financial data, patient and clinical data, financial and labor benchmarks and clinical benchmarks drawn from a large group of hospitals (many hundreds) that are …

https://www.hfma.org/finance-and-business-strategy/analytics/comparative-analytics-putting-data-to-work/

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Benchmarking in the Era of Value: the Need for Real-Time …

(7 days ago) WebThis recognition of the need for comparative data—in real time—has convinced a growing number of oncology practices to begin sharing anonymized data to see how they measure up to others

https://www.ajmc.com/view/benchmarking-in-the-era-of-value-the-need-for-realtime-comparative-data

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Cross-national comparisons of health indicators require …

(8 days ago) WebFor obesity, several studies have demonstrated that prevalence based on self-reported height and weight tends to be lower when compared to prevalence based on measured data, usually from health examination surveys [19,20,21,22,23,24].When comparing self-reported results with those obtained from medical registers results are …

https://archpublichealth.biomedcentral.com/articles/10.1186/s13690-021-00734-w

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Comparative analytics and the new era of benchmarking

(Just Now) WebComparative analytics brings together healthcare’s “big data” (from payers, providers, supply chain and patients) in real-time giving health system administrators and service line leaders the ability to: (1) understand how their volumes, use rates, and payments shift and compare to their peers and (2) successfully deliver on the value

https://www.healthcareitnews.com/blog/comparative-analytics-new-era-benchmarking

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A framework for comparative analysis of health systems: …

(7 days ago) WebHealy et al.: Comparative analysis of health systems analysis of a single country, ranging from a comprehensive health system overview down to more focused studies of a health system function, such as financing arrangements, or a component, such as a ministry of health. National health systems: “Health Systems in Transition” reviews

https://apps.who.int/iris/bitstream/handle/10665/329533/seajph2018v7n1p5.pdf;sequence=1

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ISO - An easy guide to understanding healthcare data analytics

(5 days ago) WebBig data in healthcare. By definition, the analysis of any kind of data requires, first and foremost, vast amounts of data. Enter big data, which refers to datasets too large for traditional analytics methods or tools. Big data is often used in the study of human behaviour or interactions, making it the perfect foundation for healthcare data

https://www.iso.org/healthcare/data-analytics

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Methods in Comparative Effectiveness Research - PMC

(3 days ago) WebComparative effectiveness research (CER) seeks to assist consumers, clinicians, purchasers, and policy makers to make informed decisions to improve health care at both the individual and population levels. CER includes evidence generation and evidence synthesis. Randomized controlled trials are central to CER because of the lack …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3504326/

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Healthcare data aggregation vs. data exchange: Key insights

(3 days ago) WebReduced administrative burdens. Aggregated data keeps billing and claims data processing moving at a quicker rate. This enables healthcare organizations to enhance the timeliness and accuracy of care. Enhanced preventive care. Armed with aggregated data, a physician can then turn it into a prediction (If “A” happens, then “B” is …

https://arcadia.io/resources/final-word-data-exchange-vs-data-aggregation

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Q&A: What is Comparative Data? - The Center for Effective …

(6 days ago) WebComparative data is therefore essential to interpreting and normalizing the 5.5 rating, as it shows funders their results relative to CEP’s full funder dataset, where a 5.5 out of 7 may be comparatively high on some measures, more average on others, and low on yet others. In fact, on a number of measures, a rating of 5.5 out of 7 can be

https://cep.org/qa-comparative-data/

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What is Comparative Analysis? Teradata

(2 days ago) WebComparative analysis refers to the comparison of two or more processes, documents, data sets or other objects. Pattern analysis, filtering and decision-tree analytics are forms of comparative analysis.In healthcare, comparative analysis is used to compare large volumes of medical records, documents, images, sensor data and other information to assess …

https://www.teradata.com/glossary/what-is-comparative-analysis

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Salzburg Intensive Care database (SICdb): a detailed - Nature

(Just Now) WebIt has been extensively used in ICU analytics and data-driven healthcare research 31,32,33,34, and also has been the subject of previous studies for similar comparative analysis, demonstrating its

https://www.nature.com/articles/s41598-024-61380-0

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AcademyHealth Presents a Literature Review Summarizing the …

(8 days ago) WebSponsored by a grant from the Gordon and Betty Moore Foundation, a literature review and comparative analyses were conducted utilizing data from internet searches by patients; the purpose of the review and analyses was to identify correlations (or a lack thereof) between each patient's searches and the corresponding patient's medical …

https://academyhealth.org/blog/2024-05/academyhealth-presents-literature-review-summarizing-research-findings-use-internet-search-data-diagnosis-diseases-and-conditions

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What Is a Data Scientist? Salary, Skills, and How to Become One

(8 days ago) WebA data scientist uses data to understand and explain the phenomena around them, and help organizations make better decisions. Working as a data scientist can be intellectually challenging, analytically satisfying, and put you at the forefront of new technological advances. Data scientists have become more common and in demand, as …

https://www.coursera.org/articles/what-is-a-data-scientist

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A New Era Of Martech: Mastering Data Compliance In Healthcare

(1 days ago) WebThe intersection of marketing technology and stringent data regulations demands a nuanced approach to ensure both compliance and effective marketing strategies. This has left many healthcare

https://www.forbes.com/sites/forbesagencycouncil/2024/05/10/a-new-era-of-martech-mastering-data-compliance-in-healthcare/

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2 U.S. Healthcare Data Today: Current State of Play

(4 days ago) WebClinical data hold the potential to help transform the U.S. healthcare system. By providing greater insight to patients, providers, and policy makers into the appropriate application of interventions, and quality and costs of care, these data offer the opportunity to accelerate progress on the six dimensions of quality care—safe, effective, patient centered, timely, …

https://www.ncbi.nlm.nih.gov/books/NBK54296/

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Validating diabetes case definition algorithms using primary health

(5 days ago) WebIdentifying cases of disease in large databases is important for surveillance, research, quality improvement and clinical care. General practice data are a rich information source which contains a range of information to enable identification of whether a person has a particular condition or not.

https://www.aihw.gov.au/reports/diabetes/validating-diabetes-case-definition-algorithms/summary

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Comparative analysis of GoPro and digital cameras in head and …

(2 days ago) WebBackground An urgent need exists for innovative surgical video recording techniques in head and neck reconstructive surgeries, particularly in low- and middle-income countries where a surge in surgical procedures necessitates more skilled surgeons. This demand, significantly intensified by the COVID-19 pandemic, highlights the critical role of …

https://bmcmededuc.biomedcentral.com/articles/10.1186/s12909-024-05510-2

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Climate Change, Extreme Heat, and Health NEJM

(1 days ago) WebExposure to heat substantially affects human health, in both the short and long term. Heat also indirectly affects health through associated environmental effects (e.g., reductions in the quality

https://www.nejm.org/doi/full/10.1056/NEJMra2210769

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News participation is declining: Evidence from 46 countries …

(3 days ago) WebIn this article, we focus on news specifically and present a pre-registered analysis of survey data from 2015 to 2022 in a total of 46 countries (N = 577,859).While other studies suggest that digital media has enabled greater and broader participation with news above and beyond those who engage offline, we show that, in recent years, …

https://journals.sagepub.com/doi/full/10.1177/14614448241247822

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Methicillin-resistant Staphylococcus aureus (MRSA) Basics

(1 days ago) WebThe symptoms of an S. aureus infection, including MRSA, depend on the part of the body that is infected. Broken skin, such as when there are scrapes or cuts, is often the site of a MRSA infection. Most S. aureus skin infections, including MRSA, appear as a bump or infected area on the skin that might be: Red. Swollen. Painful. Warm to the touch.

https://www.cdc.gov/mrsa/about/index.html

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World Development Indicators DataBank

(6 days ago) WebWorld Development Indicators (WDI) is the primary World Bank collection of development indicators, compiled from officially recognized international sources. It presents the most current and accurate global development data available, and includes national, regional and global estimates. [Note: Even though Global Development Finance (GDF) is no longer …

https://databank.worldbank.org/source/world-development-indicators

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Health Care Data Standards - Patient Safety - NCBI Bookshelf

(5 days ago) WebData standards are the principal informatics component necessary for information flow through the national health information infrastructure. With common standards, clinical and patient safety systems can share an integrated information infrastructure whereby data are collected and reused for multiple purposes to meet more efficiently the broad scope of …

https://www.ncbi.nlm.nih.gov/books/NBK216088/

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