BIG DATA RISKS AND REWARDS

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.

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:

· 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.

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.

EVIDENCE-BASED PROJECT, PART 4: RECOMMENDING AN EVIDENCE-BASED PRACTICE CHANGEE

To Prepare:

  • Reflect on the four peer-reviewed articles you critically appraised in Module 4, related to your clinical topic of interest and PICOT (attached below)
  • Reflect on your current healthcare organization (Behavioral health hospital-adults) and think about potential opportunities for evidence-based change, using your topic of interest and PICOT as the basis for your reflection (attached below)
  • Consider the best method of disseminating the results of your presentation to an audience. 

The Assignment: (Evidence-Based Project)Part 4: Recommending an Evidence-Based Practice ChangeCreate an 8- to 9-slide PowerPoint presentation in which you do the following:

  • Briefly describe your healthcare organization (Behavioral health hospital), including its culture and readiness for change. (You may opt to keep various elements of this anonymous, such as your company name.)
  • Describe the current problem or opportunity for change (psychiatric related). Include in this description the circumstances surrounding the need for change, the scope of the issue, the stakeholders involved, and the risks associated with change implementation in general.
  • Propose an evidence-based idea for a change in practice using an EBP approach to decision making. Note that you may find further research needs to be conducted if sufficient evidence is not discovered.
  • Describe your plan for knowledge transfer of this change, including knowledge creation, dissemination, and organizational adoption and implementation.
  • Explain how you would disseminate the results of your project to an audience. Provide a rationale for why you selected this dissemination strategy.
  • Describe the measurable outcomes you hope to achieve with the implementation of this evidence-based change.
  • Be sure to provide APA citations of the supporting evidence-based peer reviewed articles you selected to support your thinking.
  • Add a lessons learned section that includes the following:
    • A summary of the critical appraisal of the peer-reviewed articles you previously submitted (attached below)
    • An explanation about what you learned from completing the Evaluation Table within the Critical Appraisal Tool Worksheet Template (1-3 slides) (attached below)

    Rubric (please follow and read):Part 4: Disseminating Results/ Create a, 8-9-slide narrated PowerPoint presentation of your Evidence-Based Project: Briefly describe the following: your healthcare organization and culture, current opportunity for change, scope of issue, and EBP best practice recommendation. Explain how you would plan knowledge transfer and dissemination. Describe measurable outcomes with the implementation of EBP best practice. Summarize lessons learned. -The narrated presentation fully integrates at least two outside resources and two or three course-specific resources that fully support the presentation. -The presentation is professional; images are appropriately attributed; images are clear. The presentation text is readable. Presentation flows well and is presented in a logical order.

Lab Safety Simulation

BIOS242, Week 1-OL

Name:

Lab 1: Lab Safety

Learning Objectives

· Use the correct clothing to work in the lab

· Describe the do’s and don’ts in a laboratory

· Correctly use the lab safety equipment

· React in an emergency situation

Introduction: About Lab safety virtual simulations lab
Laboratories can be very dangerous, especially if you’ve never set foot in one before. So in this simulation, you’ll get the chance to make your debut in a virtual one! You will learn how to use the lab safety equipment, and how to react in case of an emergency. Detect and eliminate sources of danger and pass on your lab safety knowledge to friends.

Identify hazards
Safety first! Always pay attention to potential hazards when you enter a lab. In this simulation, you will create a tidy and safe working environment by identifying and eliminating hazards in the lab. You will be introduced to the lab safety rules and the safety equipment, which will help you and your colleagues, if something was to go wrong in a real lab.

Emergency training
You will be introduced to the basic hazard symbols used to categorize dangerous materials. You’ll use this knowledge to prevent dangerous situations, like acid spills. But you will also learn how to deal with unlabeled, potentially hazardous chemicals. By mastering such situations in this simulation, you won’t have to worry about being exposed to any real danger. You will learn how to operate the eye-wash and also get an introduction to various other pieces of lab safety equipment.

Spread your knowledge
It is important to share your newly acquired knowledge with your colleagues. In this simulation, you will meet your friend Lucy who’s never worked in a lab before. Pass on your lab safety knowledge and help her dress appropriately for a day in the lab.

Will you be able to apply your knowledge, and make sure that you and your friend stay safe in the laboratory?

1. Purpose: Please describe in complete sentences and in your own words, the purpose of this experiment.

2. Why is it important to wear closed toe shoes in lab?

3. What is the importance of cleaning work bench before and after use?

4. If you have spillage or work bench contamination, what are the steps required to make the surface sterile again?

5. What are the different types of hazardous material generated in Micro lab? Give some ways of their proper disposal.

6. Write a reflection on this lab exercise- 5 sentences on what you learned with this simulation.

Grading Rubric:

Activity

Deliverable

Points

Document Submission

Complete lab report and answer questions

· Purpose (2 point)

·
Questions (8 points)

· Reflection (5 points)

15

Total

Complete all lab

15

3

Disscusion Boards week 7 and 8

Week 7

Discussion 1

Discuss the elements of informed consent. Provide a clinical example about what can happen when some elements are not adhered to.

Compose at least 2-3 paragraphs all in APA format with proper references.

Discussion 2

Describe an organizational environment that would facilitate the ethical practice of nurses caring for chronically ill patients. As you read about patients' rights, describe one patient right that is often not fully implemented in the patient care environment. Identify specific strategies to help ensure that this right is supported within the patient care environment. Explain how the registered nurse can assist in protecting patient rights.

Compose at least 2-3 paragraphs all in APA format with proper references.

Week 8

Discussion 1

Describe a clinical situation in which a registered nurse may encounter moral distress. Answer the AACN’s Four A’s and further explain the situation and the possible mitigation strategies.

Compose at least 2-3 paragraphs all in APA format with proper references.

Discussion 2

Describe different ways that social media use can violate ethical nursing practices. How can ethical social media use be beneficial to health care professionals and their patients?

Compose at least 2-3 paragraphs all in APA format with proper references.

pn 2 m8 diss

 

A nurse at the local Senior Center made the following notation about a client: A 74-year-old female client wearing eyeglasses with bifocal lenses and hearing aid in her left ear. Walks with a shuffling gait, using a cane for support. Wearing house slippers and housedress. States, “My other doctor says I should have my eyes looked at by an expert. It’s been a while, and my eyes seem to be acting up lately. I can’t see so good anymore.” The client states that she takes medication for “sugar” and her blood pressure and has worn glasses for years with the last prescription changed about 3 years ago. “I was a seamstress for many years and quit when I couldn’t see to thread the needles anymore-just in time too. These new materials are too hard to work with!” Denies using any eye drops. Describes vision changes as difficulty seeing well at night, especially if trying to read. Uses a magnifying glass to help when reading. No eye pain or discharge, although eyes sometimes feel “dry and scratchy,” with the left eye being worse than the right. Admits to rubbing eyes but without relief.

Develop a Plan of Care for this patient that includes:

  • 2 Nursing Diagnosis
  • 2 goals for each Nursing Diagnosis
  • Interventions with rationales

Clinical Decision Making Discussion

Purpose

The purpose of this interactive discussion is to allow for a discovery of the clinical decision-making process that guides the appropriate clinical use of pharmacologic agents used in the treatment of acute disorders across the adult lifespan. The development of evidence-based prescribing practice supports the professional formation of the AGACNP practice role.

Activity Learning Outcomes

Through this discussion, the student will demonstrate the ability to:

  1. Summarize the clinical utilization of pharmaceutical agents for specific diseases with rationale. (COs 1, 2, 3, 5, 6)
  2. Evaluate alternative perspectives on clinical management of selected diseases with pharmaceutical agents and articulate a substantial rationale that supports further discussion and healthy debate. (COs 1, 2, 3, 5, 6)

Due Date

The initial response to the chosen discussion question is due by Wednesday 11:59 pm MT. Subsequent posts, including substantive responses to peer(s) and faculty questions, must occur by Sunday 11:59 pm MT. A total of 3 substantive posts are required on 3 different days.

A 10% late penalty will be imposed for initial discussions posted after the deadline on Wednesday at 11:59 pm MT, regardless of the number of days late. NOTHING will be accepted after 11:59 pm MT on Sunday (0 points are earned).

A 10% penalty will be imposed for not entering the minimum number of interactive dialogue posts (3) OR not posting on the minimum required number of days (3). NOTHING will be accepted after 11:59 pm MT on Sunday (0 points are earned).

Total Points Possible

This assignment is worth 100 points.

Preparing the Assignment

Follow these guidelines when completing each component of the assignment. Contact your course faculty if you have questions.

  1. Answer the question that corresponds with the 1st letter of your last name only, do not respond to any other questions in your initial post (see table below).
  2. Post your initial response to the discussion question by the due date.
  3. Post substantial replies to peer and faculty by the due date.
  4. Good writing calls for the limited use of direct quotes. Direct quotes in discussions are to be limited to one short quotation (not to exceed 15 words). The quote must add substantively to the discussion.

If your name begins with the letters…

Answer this question…

A-G

You are working in the Emergency Department and a 20-year-old female with history of intravenous drug abuse presents with concern of septic shock. What are the considerations in choosing the appropriate antibiotic for this patient? Explain your thought process, questions you would need to ask, and what antibiotic you would order, and when.

H-M

How does the empiric pharmacological therapy differ in a patient with healthcare-associated meningitis (such as a neurosurgical patient with an external ventricular drain) as compared to a healthy adult with community-acquired bacterial meningitis? Explain your rationale.

N-S

You are admitting a 78-year-old male smoker with hx of asthma into the intensive care unit for a diagnosis of hospital acquired pneumonia. He was admitted three weeks ago with pneumonia and discharged to home on azithromycin after a 2-day hospitalization. What antimicrobial treatment will you order on his ICU admission now? Explain your rationale.

T-Z

What would be the alternative empiric pharmacological therapy for a 50-year-old male with a history of anaphylaxis to cephalosporins? Explain your rationale.

**To see view the grading criteria/rubric, please click on the 3 dots in the box at the end of the solid gray bar above the discussion board title and then Show Rubric. 

Last name initial is P.

References can’t be no more than 5 years old, unless it’s a recent CPG.

video presentation

let me know if you can handle it

Listening

APA FORMAT. 

THEY CHECK FOR PLAGERISM.

INSTRUCTIONS IN THE ATTACHMENT 

150-200 WORDS 

racism in healthcare

Instructions in doc

nursing

2

The use of technology in nursing education

Ivet Infante Hidalgo

Florida National university

Adult Health Nursing I-FSD_GR01

Yaimara Diaz Alameda

06/18/23


The use of technology in nursing education

Literature Review

Nursing education is vital in preparing future healthcare professionals to provide high-quality care. With the rapid advancements in technology, nursing programs have recognized potential of integrating digital tools into curricula to enhance teaching and learning experiences. Nursing programs now employ simulation equipment, virtual reality systems, and e-learning platforms for interactive modules and assessments. Virtual simulations provide hands-on practice in a safe environment, while online platforms offer access to educational resources and facilitate collaborative learning (Altmiller & Pepe, 2022). Mobile apps and wearable devices enable real-time patient monitoring and data collection. Teleconferencing and videoconferencing support remote teaching and mentoring. Electronic health records are also used to familiarize students with documentation systems. The technologies contribute to comprehensive nursing education, promoting practical experience, theoretical understanding, and adaptability in healthcare. The increased integration of technology in nursing programs has raised studies to assess its impact on nursing education.

Technology has been found to facilitate collaborative learning among nursing students, promoting teamwork, communication, and interprofessional collaboration. Männistö et al. (2019) conducted systematic review intended to evaluate the efficiency of educational interventions in digital collaborative learning within the nursing curriculum. The review followed rigorous guidelines and entailed published RCTs between 2003 and 2018. The researchers searched multiple databases for relevant studies and independently evaluated their quality using established criteria. Total of five RCTs involving 647 nursing students were included in the review. The findings consistently established favorable influence of digital collaborative learning on students' knowledge and nursing abilities. Using collaborative education in digital settings facilitated interaction and collaboration among nursing students. It improves their capacity to solve problems, satisfaction, and desire to learn.

Männistö et al. (2019) review concludes that digital collaborative learning holds great potential for enhancing nursing students' competence, knowledge, and satisfaction. Online discussion boards, video conferencing, and shared virtual spaces allow students to connect with peers, exchange ideas, and engage in collaborative problem-solving activities. As digital tools and teachers' proficiency in utilizing them continue to improve, evidence suggests that effectiveness of collaborative learning in digital contexts is rising in nursing education. The authors recommend systematically incorporating digital collaborative learning across various nursing courses, highlighting its ability to enhance learning results for students in higher education.

Integrating technology in nursing education supports the development of critical thinking skills. Singh and Masango (2020) investigate student nurses' perspectives on using information technology (IT) in nursing education. It aimed to identify their challenges regarding IT use and recommend strategies for improving IT utilization in nursing education. Singh and Masango chose quantitative non-experimental descriptive research design. The study was conducted at a private nursing education institution in Kwa-Zulu Natal, South Africa. The sample consisted of 244 student nurses who completed self-administered structured questionnaire. Most respondents were young adults familiar with IT and belonged to Millennial or Net Generation. However, despite their familiarity with IT, most did not possess formal IT qualifications or receive IT training before entering the nursing programs. The respondents reported frequent use of IT for communication, internet searches, and academic purposes, but they showed varying levels of competence in different IT skills.

The study found that information technology (IT) in nursing education provides opportunities for students to engage in interactive learning experiences, access wealth of information resources, and participate in collaborative activities. Students engage in problem-solving exercises, analyze complex scenarios, and develop critical thinking abilities. Student nurses reported frequent IT use for internet searches, communication, and academic purposes. Engaging in the activities requires students to evaluate and analyze information contributes to development of critical thinking skills. Simulation devices and interactive video conferencing enabling students to practice clinical judgment in a secure setting, enhancing critical thinking abilities. Singh and Masango (2020) also revealed that student nurses perceived technology as valuable tool for accessing medical videos, medical applications, and medical databases. Students interact with online case studies, virtual patient scenarios, and mobile applications. The resources facilitate independent learning allowing students to explore different perspectives, analyze complex healthcare situations, evaluate evidence, and make informed decisions.

Technology improves clinical competency in nursing education. Hack-Polay et al. (2022) investigated technology role in enhancing nursing education and promoting resilience among nursing students. It utilized mixed-method approach collecting 54 nursing students data and 20 health professionals in Australia and United Kingdom. The findings indicate improvement in nursing students' confidence in mental health nursing practice after clinical experience in mental health settings. Hands-on exposure to technology and its integration into healthcare practices enhanced students' abilities to handle complex situations and effectively communicate with patients. Virtual simulations and augmented reality tools offer safe and controlled environment to practice clinical skills. Qualitative interviews with health professionals also reveal that exposure to emerging technologies helps nurses develop modern capabilities. The study emphasizes that technology upskills nurses for contemporary healthcare settings. The findings suggest that AI, digital technology, and health-related engineering equipment foster faster responses, improved accuracy, and enhanced quality of care. It reduces professional stress by critically aiding and providing support in diagnosis and patient. Technologies facilitate repeated practice, feedback, and self-assessment, increasing clinical competency and confidence in real-life patient care settings.

Conclusion

Technology integration in nursing education has revolutionized future healthcare professionals' teaching and learning experiences. Digital tools like simulation equipment, virtual reality systems, e-learning platforms, mobile apps, and wearable devices enhance nursing education. Collaborative learning in digital environments effectively promotes teamwork, communication, problem-solving abilities, and motivation for learning. Information technology facilitates interactive learning experiences, critical thinking development, and access to information resources. Technology improves clinical competency through hands-on practice, enhances communication skills, and prepares nurses for modern healthcare settings.

References

Altmiller, G., & Pepe, L. H. (2022). Influence of technology in supporting quality and safety in nursing education.
Nursing Clinics of North America,
57(4), 551–562. https://doi.org/10.1016/j.cnur.2022.06.005

Hack-Polay, D., Mahmoud, A. B., Ikafa, I., Rahman, M., Kordowicz, M., & Verde, J. M. (2022). Steering resilience in nursing practice: Examining the impact of digital innovations and enhanced emotional training on nurse competencies.
Technovation,
120, 102549. https://doi.org/10.1016/j.technovation.2022.102549

Männistö, M., Mikkonen, K., Kuivila, H., Virtanen, M., Kyngäs, H., & Kääriäinen, M. (2019). Digital collaborative learning in nursing education: a systematic review.
Scandinavian Journal of Caring Sciences,
34(2), 280–292. https://doi.org/10.1111/scs.12743

Singh, F., & Masango, T. (2020). Information technology in nursing education: Perspectives of student nurses.
The Open Nursing Journal,
14(1), 18–28. https://doi.org/10.2174/1874434602014010018