000			03426nam a22004333i 4500
001			EBC5883371
003			MiAaPQ
005			20240724113929.0
006			m o d |
007			cr cnu||||||||
008			240724s2019 xx o ||||0 eng d
020			_a9781498755085 _q(electronic bk.)
020			_z9781498755078
035			_a(MiAaPQ)EBC5883371
035			_a(Au-PeEL)EBL5883371
035			_a(OCoLC)1114968375
040			_aMiAaPQ _beng _erda _epn _cMiAaPQ _dMiAaPQ
050		4	_aR858 .M855 2020
082	0		_a362.10285
100	1		_aMullner, Ross M.
245	1	0	_aHealthcare Analytics : _bFoundations and Frontiers.
250			_a1st ed.
264		1	_aOxford : _bTaylor & Francis Group, _c2019.
264		4	_c©2020.
300			_a1 online resource (121 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
505	0		_aCover -- Title Page -- Copyright Page -- Contents -- Foreword -- Lisr of Contributors -- Introduction -- 1. Managerial epidemiology: Creating care of health ecosystems -- Introduction -- What is epidemiology? -- What is managerial epidemiology? -- What is an ecosystem of care? -- Social media and its application -- Conclusion -- References -- 2. Healthcare and population data: The building blocks -- Background -- Why risk stratification? -- Overview of risk stratification methods -- Risk stratification: Examples -- Rising risk methodology: Follow-up on 38109 familiar faces -- Use of data -- References -- 3. Trend toward connected data architectures in healthcare -- Balancing cost and performance -- Risk management -- Sharing and connecting data -- Current state of databases in healthcare systems -- Introduction of NoSQL databases -- Summary -- References -- 4. Knowledge management for health data analytics -- Rise of the electronic health record -- Data governance and infrastructure issues -- Importance of data governance and infrastructure -- Analytics beyond statistics -- Feature selection -- Data mining -- Advantages -- Potential issues with data mining -- References -- 5. Geospatial analysis of patients with healthcare utilization for type 2 diabetes mellitus (T2DM): A use case approach -- Introduction -- Burden of the disease -- Research question -- Results -- Discussion -- References -- 6. Futuring: A brief overview of methods and tools -- Statistical regression models -- Delphi survey technique -- Environmental scanning: SWOT analysis -- Scenario analysis -- Conclusion -- References -- 7. Conclusion -- References -- Index.
520			_aThis is a comprehensive, practical guide which looks at the advantages and limitations of new data analysis techniques being introduced across public health and administration services.
588			_aDescription based on publisher supplied metadata and other sources.
590			_aElectronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650		0	_aMedical informatics.
655		4	_aElectronic books.
700	1		_aRafalski, Edward M.
776	0	8	_iPrint version: _aMullner, Ross M. _tHealthcare Analytics _dOxford : Taylor & Francis Group,c2019 _z9781498755078
797	2		_aProQuest (Firm)
856	4	0	_uhttps://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5883371 _zClick to View
999			_c13029 _d13029