Question
Read and review the following information content (if necessary, use your UIC netid and password to authenticate access to UIC Library materials if you are
Read and review the following information content (if necessary, use your UIC netid and password to authenticate access to UIC Library materials if you are logging in from an off-campus ISP):
1. IBM Watson at MD Anderson Cancer Center by Shane Greenstein, Mel Martin, and Sarkis Agaian. Product Number: 621022-PDF-ENG https://hbsp.harvard.edu/import/989561
2. Zayas-Caban et al. (2020). Advancing Federal Initiatives. Journal of the American Medical Informatics Association [see attached]
3. Nazari et al (2019). Framework in healthcare. J Frontiers in Health Informatics [see attached]
4. Dammann et al. (2019). Data, information, evidence, and knowledge. Public Health Informatics [see attached]
5. Mehta et al. (2020). Elements of healthcare big data analytics. [Book Chapter]- organizational key elements and challenges
Please help Answer the following questions
QUESTION 1
According to this unit's case, how does the 'Jeopardy! Challenge' change data analytics at IBM? [SELECT ALL THAT APPLY]
| Pushes analytic techniques to analyze elements of human language (e.g., parsing, question classification) | |
| Helped develop algorithms that could apply confidence scores to determine the likelihood of a Jeopardy! response option being correct. | |
| Expands cancer treatment approaches beyond surgery through the MoonShots program | |
| Led to the discovery of Artificial Intelligence | |
| Advances analytic techniques through BowTie Analysis to better understand the role of human error. | |
| Forms the basis for use of matrices, which are used in multiple regression analyses, structural equation modeling, and advanced predictive analytic techniques. |
QUESTION 2
Big data analytics have everything to do with data and nothing to do with mathematics.
True
False
QUESTION 3
Which of the following best describes North Shore's COVID-19 data analytics efforts?
| Projecting the number of COVID patients who would be admitted using an adjustable predictive analytics model | |
| A set of data analytic techniques that produced reports on usage and ordering resources, such as Personal Protective Equipment | |
| Use an advanced set of data analytics to predict the 'waves' and 'spikes' in COVID-19 to determine when the pandemic would end. | |
| Finding ways to predict patient mortality for vented patients within the next two weeks. |
QUESTION 4
Which of the following is TRUE about using a model for data analytics?
| It's best to trust other peoples' models as they are published, already validated, and do not need verification against the data. Check for relevance periodically. | |
| Trust existing models, but verify that they work through validation. Check for relevance periodically. | |
| Report 95% Confidence intervals for transparency of the model | |
| All models are created equal. Keep an inventory of them and most any of them should work for your analytics purpose. |
QUESTION 5
According to your assigned readings, which of the following is NOT a priority area for health information infrastructure growth?
| Interoperable electronic health record data | |
| Integration of knowledge at point-of-care | |
| Quality of data capture | |
| Recruitment of Health Informatics talent |
QUESTION 6
A framework provides a template or pattern for the most common elements (containing tools, materials, or components) involved in solving a problem
True
False
QUESTION 7
According to your readings, what is a difference between 'Information' and 'Knowledge'?
| Trustworthiness. Information is more trustworthy than knowledge as it is closer to pure data. | |
| Protection. Knowledge is often protected by copyright whereas information is common knowledge. | |
| Production. Information is data in context whereas knowledge is evidence-based belief. | |
| Timeliness. Knowledge takes longer to produce than information, which is at a lower level on the data pyramid. |
QUESTION 8
Which of the following is NOT a barrier to widespread analytics adoption?
| Funds necessary to implement and/or use data analytics | |
| Lack of expertise | |
| Data governance | |
| Fear of litigation |
QUESTION 9
According to your readings, which of the following describe data visualization? [SELECT ALL THAT APPLY]
| Can help communicate analytics to stakeholders | |
| Can be created with tools such as tableau, jupyter, D3. js, QlikView, FusionCharts, google chart | |
| May help de-identify patient related health data through aggregate reporting | |
| Can improve data sharing culture |
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