کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10219281 | 1693623 | 2018 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
The Role of Big Data in the Development and Evaluation of US Dialysis Care
ترجمه فارسی عنوان
نقش داده های بزرگ در توسعه و ارزیابی مراقبت دیالیز ایالات متحده
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کلمات کلیدی
United States - ایالات متحده آمریکاend-stage renal disease (ESRD) - بیماری کلیوی مرحله پایانی (ESRD)Data analysis - تحلیل دادهDialysis - دیالیزHealth policy - سیاست های بهداشت و سلامتUS Renal Data System (USRDS) - سیستم اطلاعات کلیه ایالات متحده (USRDS)Medicare - مدیکر Drug costs - هزینه های داروMedical costs - هزینه های پزشکی
موضوعات مرتبط
علوم پزشکی و سلامت
پزشکی و دندانپزشکی
بیماریهای کلیوی
چکیده انگلیسی
Rapid growth in electronic communications and digitalization, combined with advances in data management, analysis, and storage, have led to an era of “Big Data.” The Social Security Amendments of 1972 turned end-stage renal disease (ESRD) care into a single-payer system for most patients requiring dialysis in the United States. As a result, there are few areas of medicine that have been as influenced by Big Data as dialysis care, for which Medicare's large administrative data sets have had a central role in the evaluation and development of public policy for several decades. In the 1970/1980s, Medicare data helped identify concerning trends in costs, access to dialysis care, and quality of care delivered. As the research community and policymakers made Medicare's administrative data increasingly accessible for investigation, analyses of Medicare claims have had a large role in facilitating policy synthesis and refinement. Efforts to address the skyrocketing cost of injectable drugs in the 1990s and 2000s exemplify this expanded role of Big Data. Although there are opportunities for large government and nongovernmental administrative data sets to continue serving a critical role in the evaluation and development of ESRD policies, it is important to understand challenges and limitations associated with their use.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: American Journal of Kidney Diseases - Volume 72, Issue 4, October 2018, Pages 560-568
Journal: American Journal of Kidney Diseases - Volume 72, Issue 4, October 2018, Pages 560-568
نویسندگان
Kevin F. Erickson, Samaya Qureshi, Wolfgang C. Winkelmayer,