Stockton University of NJ Healthcare Data Analytics Annotated Bibliography

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stockton university of NJ

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Assignment – Objective of the annotated bibliography of five (5) sources is to provide evidence for understanding scholarly literature related to healthcare data analytics. The student will demonstrate the following outcomes:

Analysis of the validity of scholarly sources.

Critical thinking about the content of scholarly works.

Synthesis of the content, message , and argument of the sources.

Please Use American Medical Association (AMA) style is accurately and consistently used for in-text citations and references.

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DA 03511 - Patient Data Privacy & Ethics ANNOTATED BIBLIOGRAPHY What is an annotated bibliography? An annotated bibliography is an alphabetical list of sourced briefs. The annotation provides a brief account of selected references used to exemplify the research done on a given topic. It also demonstrates a concise summary for each reference along with some assessment of the value or relevance of the reference to the proposed work. For this course, the annotated bibliography (parts I and II) is completed as the foundation for a larger project, the final scholarly paper. Sources / References The quality and usefulness of your bibliography will depend on your selection of references, hereafter referred to as sources for the work (final scholarly paper). You may include required and suggested course materials in the annotated bibliography. Carefully defining the scope and limits of your literature research will help you to make good judgments about what to both include and exclude: Creating an Annotation. Summarizing the Argument of a Source:  An annotation briefly restates the main argument of a source.  An annotation of an academic or scholarly (peer-reviewed) source typically, identifies the thesis (research question, or hypothesis), the major methods of investigation and the main conclusions.  Identifying the argument (basis for the discussion) of a source is different than summarizing. A summary simply describes and lists source contents.  An annotation seeks to explain why specific content is presented in the source. DA 03.511 Mobley (2019) To Identify the Argument of a Source:   Identify the author’s thesis (central claim or purpose) or the research question.  The thesis may be clearly stated or rationally implied.  If implied, the information should be located in either the introduction or the conclusion. Look for key terms or ideas.   Notice how the theory is used to frame and interpret evidence.   Follow them through the text and examine how they are used. Identify the method used to investigate the issues addressed in the text. Notice how the text of the article is laid out and organized.  What are the main sections?  What is emphasized and why?  Look also for paragraphs that summarize the argument. Assessing the Relevance and Value of a Source: Since your bibliography is part of a larger project, include a statement in the annotation that briefly identifies how you intend to use the source and why it has relevance to your pending work.    Are you interested in the way the work frames the thesis or research question?  Does the work provide a unique method for answering that question?  Does the work make new connections or open up new ways of seeing a problem?  How effective is the method of investigation? Are you interested in the way the source uses a theoretical framework or a key concept?  If so, why do you find this use valuable?  Is it problematic in some ways? (e.g. analysis of existing, extinguished, other kinds rights) Does the source gather and analyze a particular body of evidence that you want to use?   How good is the evidence? How do the conclusions influence or contribute to your own understanding? DA 03.511 Mobley (2019)
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Running Head: HEALTH DATA ANALYTICS: ANNOTATED BIBLIOGRAPHY

Healthcare Data Analytics: Annotated Bibliography
Name
Institution Affiliation
Date

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HEALTHCARE DATA ANALYTICS: ANNOTATED BIBLIOGRAPHY

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Introduction
In many countries, healthcare is a sector that helps boom the economy. With its enormous
growth, challenges have been experienced, including inefficiencies, rising costs, increasing
complexity, and poor quality. The rising costs are mostly due to expenditures that occur due to
readmissions, fraud, and inappropriate utilization of antibiotics. Some of the costs are associated
with medical errors, which, together with other challenges can be mitigated with better decisionmaking to enable the transition to a healthcare industry that is value-based (Islam et al. 2018).
Most healthcare institutions have adopted the use of information technology in their management
of patients and collect a large volume of data daily. Analytics are essential since they provide
techniques and tools that extract crucial information from the complex data and translate it into
information that is useful to help in decision-making.
Analytics is the way of coming up with insights via the efficient utilization of data and
the use of qualitative and quantitative analysis. Health data analytics can generate decisions for
management, planning, learning, and measurement purposes that are fact-based (Islam et al.
2018). Utilization of analytics can assist professionals in healthcare in the prediction of disease,
diagnosis, and treatment that results in reduced cost and improved service quality. The articles
discussed to provide an insight into the role of health data analytics in helping healthcare
institutions get simplified data for decision-making. The publications were chosen from PubMed,
Science direct, pro Quest, and ACM digital library, which ...


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