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Healthcare Analytics for Quality and Performance Improvement by Trevor L. Strome

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Index

Accessibility of information. See Usability of information

Act phase of Plan-Do-Study-Act

Ad hoc analytics

Advanced analytics

applications of

developing and testing

overview

See also Predictive analytics

Agents and alerts

Aligning indicators

with data and processes

with objectives

Aligning processes with data

Alternative hypotheses

Analytical healthcare organizations

agility requirements for

focus requirements for

leadership and commitment requirements for

overview

requirements overview

strategy requirements for

Analytical teams. See Team for healthcare analytics

Analytics

ad hoc

beginning journey in

documenting current state of

embedded

excellence in

impact of

knowledge gap in

“push”

self-serve

See also Advanced analytics; Analytics modeling process; Analytics strategy; Healthcare analytics; Predictive analytics

Analytic sandbox

Analytics layer of analytics stack

Analytics modeling process

choosing and implementing model

deploying solution

determining requirements of HCOs

evaluating performance

overview

understanding and preparing data

Analytics strategy

developing

importance of

purpose of

Analytics strategy framework

business and quality context

overview

processes and data

stakeholders and users

team and training

technology and infrastructure

tools and techniques

Analyzing data

central tendency

summarizing

ANOVA (analysis of variance)

Artificial neural networks

Audit data

Averages (means)

Balancing indicators

Baseline performance, measurement of

Big data, as relative ...

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