Big Data Risks and Rewards NURS 6051
Big Data Risks and Rewards NURS 6051
Big Data Risks and Rewards NURS 6051
Discussion: Big Data Risks and Rewards
When you wake in the morning, you may reach for your cell phone to reply to a few text or email messages that you missed overnight. On your drive to work, you may stop to refuel your car. Upon your arrival, you might swipe a key card at the door to gain entrance to the facility. And before finally reaching your workstation, you may stop by the cafeteria to purchase a coffee. Big Data Risks and Rewards NURS 6051
From the moment you wake, you are in fact a data-generation machine. Each use of your phone, every transaction you make using a debit or credit card, even your entrance to your place of work, creates data. It begs the question: How much data do you generate each day? Many studies have been conducted on this, and the numbers are staggering: Estimates suggest that nearly 1 million bytes of data are generated every second for every person on earth.
As the volume of data increases, information professionals have looked for ways to use big data—large, complex sets of data that require specialized approaches to use effectively. Big data has the potential for significant rewards—and significant risks—to healthcare. In this Discussion, you will consider these risks and rewards.
To Prepare for Big Data Risks and Rewards NURS 6051:
- Review the Resources and reflect on the web article Big Data Means Big Potential, Challenges for Nurse Execs.
- Reflect on your own experience with complex health information access and management and consider potential challenges and risks you may have experienced or observed.
By Day 3 of Week 5 of Big Data Risks and Rewards NURS 6051
Post a description of at least one potential benefit of using big data as part of a clinical system and explain why. Then, describe at least one potential challenge or risk of using big data as part of a clinical system and explain why. Propose at least one strategy you have experienced, observed, or researched that may effectively mitigate the challenges or risks of using big data you described. Be specific and provide examples. Big Data Risks and Rewards NURS 6051
By Day 6 of Week 5 of Big Data Risks and Rewards NURS 6051
Respond to at least two of your colleagues* on two different days, by offering one or more additional mitigation strategies or further insight into your colleagues’ assessment of big data opportunities and risks.
*Note: Throughout this program, your fellow students are referred to as colleagues.
Submission and Grading Information
Grading Criteria
Big Data Risks and Rewards NURS 6051 Week 5 Discussion Resources
Required Readings
McGonigle, D., & Mastrian, K. G. (2017). Nursing informatics and the foundation of knowledge (4th ed.). Burlington, MA: Jones & Bartlett Learning.
- Chapter 22, “Data Mining as a Research Tool” (pp. 477-493)
- Chapter 24, “Bioinformatics, Biomedical Informatics, and Computational Biology” (pp. 537-551)
Required Media
Laureate Education (Producer). (2018). Health Informatics and Population Health: Analyzing Data for Clinical Success [Video file]. Baltimore, MD: Author. Big Data Risks and Rewards NURS 6051
Accessible player –Downloads– Download Video w/CC Download Audio Download Transcript
Module 4: Technologies Supporting Applied Practice and Optimal Patient Outcomes (Weeks 6-8)
Laureate Education (Producer). (2018). Informatics Tools and Technologies [Video file]. Baltimore, MD: Author.
Accessible player –Downloads– Download Video w/CC Download Audio Download Transcript
Learning Objectives
Students will:
- Evaluate healthcare technology trends for data and information in nursing practice and healthcare delivery. Big Data Risks and Rewards NURS 6051
- Analyze challenges and risks inherent in healthcare technology
- Analyze healthcare technology benefits and risks for data safety, legislation, and patient care
- Evaluate healthcare technology impact on patient outcomes, efficiencies, and data management
- Analyze research on the application of clinical systems to improve outcomes and efficiencies
| Due By | Assignment |
| Week 6, Days 1–2 | Read/Watch/Listen to the Learning Resources. Compose your initial Discussion post. |
| Week 6, Day 3 | Post your initial Discussion post. Begin to compose your Assignment. |
| Week 6, Days 4-5 | Review peer Discussion posts. Compose your peer Discussion responses. Continue to compose your Assignment. Big Data Risks and Rewards NURS 6051 |
| Week 6, Day 6 | Post at least two peer Discussion responses on two different days (and not the same day as the initial post). |
| Week 6, Day 7 | Wrap up Discussion. |
| Week 7, Days 1-7 | Continue to compose your Assignment. |
| Week 8, Days 1-6 | Continue to compose your Assignment. |
| Week 8, Day 7 | Deadline to submit your Assignment. |
Learning Resources
Required Readings
McGonigle, D., & Mastrian, K. G. (2017). Nursing informatics and the foundation of knowledge (4th ed.). Burlington, MA: Jones & Bartlett Learning. Big Data Risks and Rewards NURS 6051
- Chapter 14, “The Electronic Health Record and Clinical Informatics” (pp. 267–287)
- Chapter 15, “Informatics Tools to Promote Patient Safety and Quality Outcomes” (pp. 293–317)
- Chapter 16, “Patient Engagement and Connected Health” (pp. 323–338)
- Chapter 17, “Using Informatics to Promote Community/Population Health” (pp. 341–355)
- Chapter 18, “Telenursing and Remote Access Telehealth” (pp. 359–388)
HealthIT.gov. (2018c). What is an electronic health record (EHR)? Retrieved from
https://www.healthit.gov/faq/what-electronic-health-record-ehr
Required Media
Laureate Education (Producer). (2018). Public Health Informatics [Video file]. Baltimore, MD: Author.
Accessible player –Downloads– Download Video w/CC Download Audio Download Transcript
Laureate Education (Producer). (2018). Electronic Records and Managing IT Change [Video file]. Baltimore, MD: Author.
Accessible player –Downloads– Download Video w/CC Download Audio Download Transcript
Discussion: Healthcare Information Technology Trends
Throughout history, technological advancements have appeared for one purpose before finding applications elsewhere that lead to spikes in its usage and development. The internet, for example, was originally developed to share research before becoming a staple of work and entertainment. But technology—new and repurposed—will undoubtedly continue to be a driver of healthcare information. Informaticists often stay tuned to trends to monitor what the next new technology will be or how the next new idea for applying existing technology can benefit outcomes. Big Data Risks and Rewards NURS 6051
In this Discussion, you will reflect on your healthcare organization’s use of technology and offer a technology trend you observe in your environment.
To Prepare:
- Reflect on the Resources related to digital information tools and technologies.
- Consider your healthcare organization’s use of healthcare technologies to manage and distribute information.
- Reflect on current and potential future trends, such as use of social media and mobile applications/telehealth, Internet of Things (IoT)-enabled asset tracking, or expert systems/artificial intelligence, and how they may impact nursing practice and healthcare delivery.
By Day 3 of Week 6
Post a brief description of general healthcare technology trends, particularly related to data/information you have observed in use in your healthcare organization or nursing practice. Describe any potential challenges or risks that may be inherent in the technologies associated with these trends you described. Then, describe at least one potential benefit and one potential risk associated with data safety, legislation, and patient care for the technologies you described. Next, explain which healthcare technology trends you believe are most promising for impacting healthcare technology in nursing practice and explain why. Describe whether this promise will contribute to improvements in patient care outcomes, efficiencies, or data management. Be specific and provide examples. Big Data Risks and Rewards NURS 6051
By Day 6 of Week 6
Respond to at least two of your colleagues* on two different days, offering additional/alternative ideas regarding opportunities and risks related to the observations shared.
*Note: Throughout this program, your fellow students are referred to as colleagues.
Submission and Grading Information
NURS 6051 Assignment: Literature Review: The Use of Clinical Systems to Improve Outcomes and Efficiencies
New technology—and the application of existing technology—only appears in healthcare settings after careful and significant research. The stakes are high, and new clinical systems need to offer evidence of positive impact on outcomes or efficiencies.
Nurse informaticists and healthcare leaders formulate clinical system strategies. As these strategies are often based on technology trends, informaticists and others have then benefited from consulting existing research to inform their thinking. Big Data Risks and Rewards NURS 6051
In this Assignment, you will review existing research focused on the application of clinical systems. After reviewing, you will summarize your findings.
To Prepare:
- Review the Resources and reflect on the impact of clinical systems on outcomes and efficiencies within the context of nursing practice and healthcare delivery.
- Conduct a search for recent (within the last 5 years) research focused on the application of clinical systems. The research should provide evidence to support the use of one type of clinical system to improve outcomes and/or efficiencies, such as “the use of personal health records or portals to support patients newly diagnosed with diabetes.”
- Identify and select 4 peer-reviewed research articles from your research.
- For information about annotated bibliographies, visit https://academicguides.waldenu.edu/writingcenter/assignments/annotatedbibliographies
The Assignment: (4-5 pages not including the title and reference page)
In a 4- to 5-page paper, synthesize the peer-reviewed research you reviewed. Format your Assignment as an Annotated Bibliography. Be sure to address the following:
- Identify the 4 peer-reviewed research articles you reviewed, citing each in APA format.
- Include an introduction explaining the purpose of the paper.
- Summarize each study, explaining the improvement to outcomes, efficiencies, and lessons learned from the application of the clinical system each peer-reviewed article described. Be specific and provide examples.
- In your conclusion, synthesize the findings from the 4 peer-reviewed research articles.
- Use APA format and include a title page.
- Use the Safe Assign Drafts to check your match percentage before submitting your work.
By Day 7 of Week 8
Submit your completed Assignment. Big Data Risks and Rewards NURS 6051
Submission and Grading Information
To submit your completed Assignment for review and grading, do the following:
- Please save your Assignment using the naming convention “WK8Assgn+last name+first initial.(extension)” as the name.
- Click the Week 8 Assignment Rubric to review the Grading Criteria for the Assignment.
- Click the Week 8 Assignment link. You will also be able to “View Rubric” for grading criteria from this area.
- Next, from the Attach File area, click on the Browse My Computer button. Find the document you saved as “WK8Assgn+last name+first initial.(extension)” and click Open.
- If applicable: From the Plagiarism Tools area, click the checkbox for I agree to submit my paper(s) to the Global Reference Database.
- Click on the Submit button to complete your submission.
Grading Criteria
