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  • [Solved] WK 5 RESP

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    – ## WK5DIS.docx **## WK5DIS.docx** Data Science Applications and Processes ![A person standing in a hallway with a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-5-resp) How might data compiled and analyzed in your healthcare organization or nursing practic…

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    – ## WK5DIS.docx

    **## WK5DIS.docx**

    Data Science Applications and Processes

    ![A person standing in a hallway with a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-5-resp)

    How might data compiled and analyzed in your healthcare organization or nursing practice help support efforts aimed at patient quality and safety? Why might it be important to consider the how’s and why’s of data collection, application, and implementation? How might these practices shape your nursing practice or even the future of nursing?

    For this Discussion, you will explore various topics related to data and consider the process and application of each. Reflect on the use of these applications, but also consider the implications of how these applications might shape the future of nursing and healthcare practice.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/175732/modules/items/6883357)

    earning Resources

    [Required Readings](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · Sipes, C. (2025).
    _Project management for the advanced practice nurse_ (3rd ed.). Springer Publishing.

    · Chapter 4, “Planning: Project Management—Phase 2” (pp. 85–130)

    · American Nurses Association. (2015).
    [_Nursing informaticsLinks to an external site._](https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=1021761&site=eds-live&scope=site&authtype=shib&custid=s6527200) _: Scope and standards of practice_  (2nd ed.).

    · “Standard 3: Outcomes Identification” (p. 71)

    · “Standard 4: Planning” (p. 72)1

    · Brennan, P. F., & Bakken, S. (2015).
    [Nursing needs big data and big data needs nursingLinks to an external site.](https://search.proquest.com/scholarly-journals/nursing-needs-big-data/docview/1754567620/se-2?accountid=14872).
    _Journal of Nursing Scholarship, 47_ (5), 477–484. doi:10.1111/jnu.12159 National Institutes of Health, Office of Data Science Strategy. (2021).
    _Data science_ .

    · Carter-Templeton, H., Nicoll, L. H., Wrigley, J., & Wyatt, T. H. (2021).
    [Big data in nursing: A bibliometric analysisLinks to an external site.](https://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=edselc&AN=edselc.2-52.0-85165359701&site=eds-live&scope=site&custid=s6527200).
    _Online Journal of Issues in Nursing_,
    _26_(3). https://doi.org/10.3912/OJIN.Vol26No03Man02

    · Elsaleh, T., Enshaeifar, S., Rezvani, R., Acton, S. T., Janeiko, V., & Bermudez-Edo, M. (2020).
    [IoT-stream: A lightweight ontology for internet of things data streams and its use with data analytics and event detection servicesLinks to an external site.](https://search.ebscohost.com/login.aspx?direct=true&db=edsdoj&AN=edsdoj.41223e5652334f4790d24c0a1f639098&site=eds-live&scope=site&authtype=shib&custid=s6527200).
    _Sensors, 20_ (4), 953. doi:10.3390/s20040953

    · Zhu, R., Han, S., Su, Y., Zhang, C., Yu, Q., & Duan, Z. (2019).
    [The application of big data and the development of nursing science: A discussion paperLinks to an external site.](https://www.sciencedirect.com/science/article/pii/S2352013218305507).
    _International Journal of Nursing Sciences, 6_ (2), 229–234. doi:10.1016/j.ijnss.2019.03.001

    [Required Media](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · IDG TECHTalk. (2020, March 27).
    [_What is predictive analyticsLinks to an external site._](https://www.youtube.com/watch?v=cVibCHRSxB0) _? Transforming data into future insights_[Video]. YouTube. https://www.youtube.com/watch?v=cVibCHRSxB0

    · Simplilearn. (2019, December 10).
    [_Big data in 5 minutes_ Links to an external site.](https://www.youtube.com/watch?v=bAyrObl7TYE) | What is big data?| introduction to big data | big data explained | simplilearn [Video]. YouTube. https://www.youtube.com/watch?v=bAyrObl7TYE

    [Optional Resources](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · Parikh, R. B., Gdowski, A., Patt, D. A., Hertler, A., Mermel, C., & Bekelman, J. E. (2019). Using big data and predictive analytics to determine patient risk in oncology.
    [_American Society of Clinical Oncology Educational BookLinks to an external site._](https://doi.org/10.1200/EDBK_238891) _, 39_ , e53–e58. doi:10.1200/EDBK_238891

    · Spachos, D., Siafis, S., Bamidis, P., Kouvelas, D., & Papazisis, G. (2020).
    [Combining big data search analytics and the FDA adverse event reporting system database to detect a potential safety signal of mirtazapine abuseLinks to an external site.](https://go.openathens.net/redirector/waldenu.edu?url=https://doi.org/10.1177%2F1460458219901232).
    _Health Informatics Journal, 26_ (3), 2265–2279. doi:10.1177/1460458219901232

    [Previous](https://waldenu.instructure.com/courses/175732/modules/items/6883348)

    [Next](https://waldenu.instructure.com/courses/175732/modules/items/6883360)

    To Prepare

    · Review the Learning Resources for this week related to the topics: Big Data, Data Science, Data Mining, Data Analytics, and Machine Learning.

    · Consider the process and application of each topic.

    · Reflect on how each topic relates to nursing practice.

    By Day 3 of Week 5

    **Post** a summary on how predictive analytics might be used to support healthcare.
    **Note:** These topics may overlap as you will find in the readings (e.g., some processes require both Data Mining and Analytics).

    In your post include the following:

    · Describe a practical application for predictive analytics in your nursing practice. What challenges and opportunities do you envision for the future of predictive analytics in healthcare?

    By Day 6 of Week 5

    **Read** a selection of your colleagues’ responses and
    **respond** to
    **at least two** of your colleagues on
    **two different days**. Expand upon your colleague’s posting or offer an alternative perspective.

    RESPOND TO THIS DISCUSSION POST

    **Latonya B**

    **Data Science Applications and Processes**

    High-quality healthcare is driven by several factors that foster an environment of safety and healing. Predictive analytics is progressively changing the definition of care by enabling physicians and nurses to further anticipate their patients' requirements. Despite the challenges that health systems face, patients expect and demand safe, high-quality care along with accurate and trustworthy hospital quality reporting. Predictive analytics could prove helpful in organizations that struggle with medical diagnosis and disease progression. Healthcare providers are expected to demonstrate cultural competence and deliver equitable treatment that facilitates healing. Predictive analytics aids with administrative tasks by optimizing processes and cutting expenses, while data analytics can assist hospitals in anticipating admissions and allocating staff and resources appropriately (Bogiri et al., 2025). There are various ways to evaluate an organization’s performance, and if certain areas do not perform well, they can lower the overall quality score. An organization’s successes, challenges, and struggles are often measured by its star rating, which indicates how well a facility is performing.

    To accomplish the objective of providing patients with higher-quality treatment, health practitioners can use advanced digital analytics to assist them in making logical judgments about how to optimize resources and what tactics to use to avoid overspending. The use of digital technology can help achieve the best scores, which will prompt first actions meant to stop further health decline. Centers for Medicare and Medicaid Services (CMS) is a federal organization that oversees the administration of Medicare and Medicaid services to hospitals in the United States and uses a 5-star rating system to assess and compare the caliber of treatment that each hospital offers (Pollok et al., 2024). The overall star rating provides a summary of performance across several quality metrics, such as patient experience, staffing, customer service, readmission rates, mortality, safety of care, and prompt and efficient service.

    The use of predictive models in healthcare has expanded beyond merely forecasting disease outbreaks to estimating the likelihood of disease progression (Bogiri et al., 2025). These models will be integrated into current healthcare systems and will utilize advanced AI methods, such as machine learning models, to process and analyze large data sets (Bogiri et al., 2025). During the pandemic, the 5-star ratings were heavily challenged due to the high mortality rates associated with the disease when the vaccine was not yet available. The study shows that despite these mortality rates, hospitals with high ratings were unaffected. This data did not include small hospitals or those already scoring low. Incorporating data science and technology into healthcare delivery could lead to a better healthcare experience for all healthcare organizations. The barriers that may affect the use of the applications are the ability to purchase and provide training for adequate usage.

    References

    Bogiri, N., Maral, V., Pagar, S., Mane, A., Babde, O., & Pandey, V. (2025). Predictive Analytics in Virtual Healthcare using Decision-Tree. 2025 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), Data Science, Agents & Artificial Intelligence (ICDSAAI), 2025 International Conference On, 1–6.
    [https://doi.org/10.1109/ICDSAAI65575.2025.11011582Links to an external site.](https://doi.org/10.1109/ICDSAAI65575.2025.11011582)

    Pollock, B. D., Devkaran, S., & Dowdy, S. C. (2024). Missed opportunities in hospital quality measurement during the COVID-19 pandemic: a retrospective investigation of US hospitals’ CMS Star Ratings and 30-day mortality during the early pandemic. BMJ Open, 14(2).
    [https://doi.org/10.1136/bmjopen-2023-079351Links to an external site.](https://doi.org/10.1136/bmjopen-2023-079351)

    **Reply**

    ## image1.jpeg

    **## WK5DIS.docx**

    Data Science Applications and Processes

    ![A person standing in a hallway with a computer AI-generated content may be incorrect.](https://www.sweetstudy.com/questions/wk-5-resp)

    How might data compiled and analyzed in your healthcare organization or nursing practice help support efforts aimed at patient quality and safety? Why might it be important to consider the how’s and why’s of data collection, application, and implementation? How might these practices shape your nursing practice or even the future of nursing?

    For this Discussion, you will explore various topics related to data and consider the process and application of each. Reflect on the use of these applications, but also consider the implications of how these applications might shape the future of nursing and healthcare practice.

    Resources

    Be sure to review the Learning Resources before completing this activity.
    Click the weekly resources link to access the resources.

    [**WEEKLY RESOURCES**](https://waldenu.instructure.com/courses/175732/modules/items/6883357)

    earning Resources

    [Required Readings](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · Sipes, C. (2025).
    _Project management for the advanced practice nurse_ (3rd ed.). Springer Publishing.

    · Chapter 4, “Planning: Project Management—Phase 2” (pp. 85–130)

    · American Nurses Association. (2015).
    [_Nursing informaticsLinks to an external site._](https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=1021761&site=eds-live&scope=site&authtype=shib&custid=s6527200) _: Scope and standards of practice_  (2nd ed.).

    · “Standard 3: Outcomes Identification” (p. 71)

    · “Standard 4: Planning” (p. 72)1

    · Brennan, P. F., & Bakken, S. (2015).
    [Nursing needs big data and big data needs nursingLinks to an external site.](https://search.proquest.com/scholarly-journals/nursing-needs-big-data/docview/1754567620/se-2?accountid=14872).
    _Journal of Nursing Scholarship, 47_ (5), 477–484. doi:10.1111/jnu.12159 National Institutes of Health, Office of Data Science Strategy. (2021).
    _Data science_ .

    · Carter-Templeton, H., Nicoll, L. H., Wrigley, J., & Wyatt, T. H. (2021).
    [Big data in nursing: A bibliometric analysisLinks to an external site.](https://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=edselc&AN=edselc.2-52.0-85165359701&site=eds-live&scope=site&custid=s6527200).
    _Online Journal of Issues in Nursing_,
    _26_(3). https://doi.org/10.3912/OJIN.Vol26No03Man02

    · Elsaleh, T., Enshaeifar, S., Rezvani, R., Acton, S. T., Janeiko, V., & Bermudez-Edo, M. (2020).
    [IoT-stream: A lightweight ontology for internet of things data streams and its use with data analytics and event detection servicesLinks to an external site.](https://search.ebscohost.com/login.aspx?direct=true&db=edsdoj&AN=edsdoj.41223e5652334f4790d24c0a1f639098&site=eds-live&scope=site&authtype=shib&custid=s6527200).
    _Sensors, 20_ (4), 953. doi:10.3390/s20040953

    · Zhu, R., Han, S., Su, Y., Zhang, C., Yu, Q., & Duan, Z. (2019).
    [The application of big data and the development of nursing science: A discussion paperLinks to an external site.](https://www.sciencedirect.com/science/article/pii/S2352013218305507).
    _International Journal of Nursing Sciences, 6_ (2), 229–234. doi:10.1016/j.ijnss.2019.03.001

    [Required Media](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · IDG TECHTalk. (2020, March 27).
    [_What is predictive analyticsLinks to an external site._](https://www.youtube.com/watch?v=cVibCHRSxB0) _? Transforming data into future insights_[Video]. YouTube. https://www.youtube.com/watch?v=cVibCHRSxB0

    · Simplilearn. (2019, December 10).
    [_Big data in 5 minutes_ Links to an external site.](https://www.youtube.com/watch?v=bAyrObl7TYE) | What is big data?| introduction to big data | big data explained | simplilearn [Video]. YouTube. https://www.youtube.com/watch?v=bAyrObl7TYE

    [Optional Resources](https://waldenu.instructure.com/courses/175732/pages/week-5-learning-resources?module_item_id=6883357)

    · Parikh, R. B., Gdowski, A., Patt, D. A., Hertler, A., Mermel, C., & Bekelman, J. E. (2019). Using big data and predictive analytics to determine patient risk in oncology.
    [_American Society of Clinical Oncology Educational BookLinks to an external site._](https://doi.org/10.1200/EDBK_238891) _, 39_ , e53–e58. doi:10.1200/EDBK_238891

    · Spachos, D., Siafis, S., Bamidis, P., Kouvelas, D., & Papazisis, G. (2020).
    [Combining big data search analytics and the FDA adverse event reporting system database to detect a potential safety signal of mirtazapine abuseLinks to an external site.](https://go.openathens.net/redirector/waldenu.edu?url=https://doi.org/10.1177%2F1460458219901232).
    _Health Informatics Journal, 26_ (3), 2265–2279. doi:10.1177/1460458219901232

    [Previous](https://waldenu.instructure.com/courses/175732/modules/items/6883348)

    [Next](https://waldenu.instructure.com/courses/175732/modules/items/6883360)

    To Prepare

    · Review the Learning Resources for this week related to the topics: Big Data, Data Science, Data Mining, Data Analytics, and Machine Learning.

    · Consider the process and application of each topic.

    · Reflect on how each topic relates to nursing practice.

    By Day 3 of Week 5

    **Post** a summary on how predictive analytics might be used to support healthcare.
    **Note:** These topics may overlap as you will find in the readings (e.g., some processes require both Data Mining and Analytics).

    In your post include the following:

    · Describe a practical application for predictive analytics in your nursing practice. What challenges and opportunities do you envision for the future of predictive analytics in healthcare?

    By Day 6 of Week 5

    **Read** a selection of your colleagues’ responses and
    **respond** to
    **at least two** of your colleagues on
    **two different days**. Expand upon your colleague’s posting or offer an alternative perspective.

    RESPOND TO THIS DISCUSSION POST

    **Latonya B**

    **Data Science Applications and Processes**

    High-quality healthcare is driven by several factors that foster an environment of safety and healing. Predictive analytics is progressively changing the definition of care by enabling physicians and nurses to further anticipate their patients' requirements. Despite the challenges that health systems face, patients expect and demand safe, high-quality care along with accurate and trustworthy hospital quality reporting. Predictive analytics could prove helpful in organizations that struggle with medical diagnosis and disease progression. Healthcare providers are expected to demonstrate cultural competence and deliver equitable treatment that facilitates healing. Predictive analytics aids with administrative tasks by optimizing processes and cutting expenses, while data analytics can assist hospitals in anticipating admissions and allocating staff and resources appropriately (Bogiri et al., 2025). There are various ways to evaluate an organization’s performance, and if certain areas do not perform well, they can lower the overall quality score. An organization’s successes, challenges, and struggles are often measured by its star rating, which indicates how well a facility is performing.

    To accomplish the objective of providing patients with higher-quality treatment, health practitioners can use advanced digital analytics to assist them in making logical judgments about how to optimize resources and what tactics to use to avoid overspending. The use of digital technology can help achieve the best scores, which will prompt first actions meant to stop further health decline. Centers for Medicare and Medicaid Services (CMS) is a federal organization that oversees the administration of Medicare and Medicaid services to hospitals in the United States and uses a 5-star rating system to assess and compare the caliber of treatment that each hospital offers (Pollok et al., 2024). The overall star rating provides a summary of performance across several quality metrics, such as patient experience, staffing, customer service, readmission rates, mortality, safety of care, and prompt and efficient service.

    The use of predictive models in healthcare has expanded beyond merely forecasting disease outbreaks to estimating the likelihood of disease progression (Bogiri et al., 2025). These models will be integrated into current healthcare systems and will utilize advanced AI methods, such as machine learning models, to process and analyze large data sets (Bogiri et al., 2025). During the pandemic, the 5-star ratings were heavily challenged due to the high mortality rates associated with the disease when the vaccine was not yet available. The study shows that despite these mortality rates, hospitals with high ratings were unaffected. This data did not include small hospitals or those already scoring low. Incorporating data science and technology into healthcare delivery could lead to a better healthcare experience for all healthcare organizations. The barriers that may affect the use of the applications are the ability to purchase and provide training for adequate usage.

    References

    Bogiri, N., Maral, V., Pagar, S., Mane, A., Babde, O., & Pandey, V. (2025). Predictive Analytics in Virtual Healthcare using Decision-Tree. 2025 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), Data Science, Agents & Artificial Intelligence (ICDSAAI), 2025 International Conference On, 1–6.
    [https://doi.org/10.1109/ICDSAAI65575.2025.11011582Links to an external site.](https://doi.org/10.1109/ICDSAAI65575.2025.11011582)

    Pollock, B. D., Devkaran, S., & Dowdy, S. C. (2024). Missed opportunities in hospital quality measurement during the COVID-19 pandemic: a retrospective investigation of US hospitals’ CMS Star Ratings and 30-day mortality during the early pandemic. BMJ Open, 14(2).
    [https://doi.org/10.1136/bmjopen-2023-079351Links to an external site.](https://doi.org/10.1136/bmjopen-2023-079351)

    **Reply**

    ## image1.jpeg

  • [Solved] 507m6d

    ✓ Verified Academic Solution Available

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    In-depth study guidance and analytical solution covering 507m6d.

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  • [Solved] Mit week 8 meds

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    Mit week 8 meds – NU670-PMHNPPortfolioforClinicalPractice-Update.docx **NU670-PMHNPPortfolioforClinicalPractice-Update.docx** This file is too large to display. [View in new window](https://www.sweetstudy.com/files/nu670-pmhnpportfolioforclinicalpractice-update-docx-10331843) **NU670-PMHNPPortfoliof…

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    Mit week 8 meds

    – NU670-PMHNPPortfolioforClinicalPractice-Update.docx

    **NU670-PMHNPPortfolioforClinicalPractice-Update.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/nu670-pmhnpportfolioforclinicalpractice-update-docx-10331843)

    **NU670-PMHNPPortfolioforClinicalPractice-Update.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/nu670-pmhnpportfolioforclinicalpractice-update-docx-10331843)

  • [Solved] Roch week 8 meds

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    roch week 8 meds ### Instructions This portfolio will assist you in understanding antipsychotics. You will complete the antipsychotic chart within the provided template, which coincides with the information provided in this unit. Completion of this chart will provide you a better overall understandi…

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    roch week 8 meds
    ### Instructions
    This portfolio will assist you in understanding antipsychotics. You will complete the antipsychotic chart within the provided template, which coincides with the information provided in this unit.  Completion of this chart will provide you a better overall understanding of the classifications of antipsychotic medications, indications for use, side effects, routes of administration, and cost.
    The entire completed document will be submitted in Unit 15 but you are encouraged to work towards completing the corresponding components during the correlating units.
    Due Date: Sunday at 11:59 pm EST in Unit 15
    #### Suggested Component to Complete for Unit 7
    – Antipsychotics Chart
    – Page 3 in the document received in the unit 2 Checkpoint.
    \
    NU670-PMHNPPortfolioforClinicalPractice-Update.docx](https://www.sweetstudy.com/files/nu670-pmhnpportfolioforclinicalpractice-update-docx-10331845 "NU670-PMHNPPortfolioforClinicalPractice-Update.docx")

  • [Solved] Nursing

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    In-depth study guidance and analytical solution covering Nursing.

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    Full assignment prompt and step-by-step guidance are included in the downloadable solution file.

  • [Solved] Nursing Homework week 8 Health care

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    As we conclude the course, take this opportunity to reflect on the past eight weeks and engage in a meaningful discussion with your peers. This is your chance to summarize your key takeaways, share insights, and highlight the impact of the course on your learning and professional development. **For …

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    Assignment Prompt & Instructions

    As we conclude the course, take this opportunity to reflect on the past eight weeks and engage in a meaningful discussion with your peers. This is your chance to summarize your key takeaways, share insights, and highlight the impact of the course on your learning and professional development.
    **For your discussion post:**
    1. Reflect on the topics we have covered over the last eight weeks. Consider areas such as healthcare policy, delivery systems, and your growth as an advanced practice nurse.
    2. Discuss the application of **Middle Range Theories** to nursing practice. How do these theories guide clinical decisions and influence patient outcomes?
    3. Reflect on the impact of mentors during this course. How have they shaped your understanding, inspired you, or supported your learning journey?
    should be at least 300 words, demonstrating critical thinking and thoughtful reflection,  2 APA references, no more than 400 words. Plagiarism less than 20 %, no AI.

  • [Solved] Reply 1 Week 8 Health care

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    Reply to the following discussion in APA style, with a minimum of 200 words and 1 or more references .Just so you know, AI-generated content is not allowed, and plagiarism must be less than 20 %. I have divided the reflection requested in this assignment into three aspects for its development, based…

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    Assignment Prompt & Instructions

    Reply to the following discussion in APA style, with a minimum of 200 words and 1 or more references .Just so you know, AI-generated content is not allowed, and plagiarism must be less than 20 %.
    I have divided the reflection requested in this assignment into three aspects for its development, based on the points provided in the guidelines.
    1. Health policies and service delivery systems
    Regarding this aspect, it is important to consider that the evolution as an advanced practice nurse (APN) is intrinsically linked to a critical understanding of healthcare systems and their policies. It is a reality that structural barriers persist, such as inadequate financing models and resistance to change in hierarchical teams and legislation that restricts diagnostic autonomy, aspects that are exercised in contexts with fragmented care and limited resources. Therefore, it is agreed that the role of the APN emerges as a transformative agent capable of optimizing care in priority areas such as chronicity, mental health, and rural populations. Likewise, the full integration of the APN requires flexible systems focused on population outcomes, where our ability to manage complexity reduces inequities (Pulcini & Jelic, 2020).
    2. Middle-Range Theories: Bridging the gap between science and practice
    Without a doubt, these theories are part of an epistemological construct that distinguishes advanced nursing. The applicability of these theories has taught us that interventions should not only control blood glucose levels but also strengthen the patient's intrinsic motivation by supporting autonomy and competence, to give an example of a case where Self-Determination Theory is applied in the management of diabetes in patients. At the same time, these theories facilitate the guidance of clinical decisions, such as by assessing the three basic psychological needs in therapeutic adherence, by evaluating multidimensional outcomes, and by prioritizing interventions such as empowering education versus one-way instructions. Without a doubt, these theories, when applied systematically, improve outcomes such as disease self-management, reduction of readmissions, and patient satisfaction, validating that theoretical rigor is inseparable from clinical effectiveness (Smith, 2021).
    3. Mentors: Catalysts for Professional Growth
    This aspect is very important because it is widely believed that mentors are architects of professional identity, where their influence transcends the transfer of knowledge, ethical inspiration, and constant support. They help foster critical resilience in everyone, teaching us that clinical excellence fuses evidence, humanization, and the courage to challenge outdated structures, from observing how they integrate theories to theoretical abstractions into tangible protocols.
    ## **References**
    Pulcini, J., & Jelic, M. (2020). _Advanced Practice Nursing: A Global Perspective (1ª ed.)._ Berlin: Springer Nature.
    Smith, J. (2021). _Middle Range Theory for Nursing (5ª ed.)._ Berlin: Springer Publishing.

  • [Solved] Reply 2 Week 8 Health care

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    Reply to the following discussion, no less than 200 words, APA style, one or more references, plagiarism less than 20 %, NO AI Over the past eight weeks in the Health Care Policy Course within the Master Nurse Practitioner (MNP) program at MRU, I have gained a comprehensive understanding of the comp…

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    Reply to  the following discussion, no less than 200 words, APA style, one or more references,  plagiarism less than 20 %, NO AI
    Over the past eight weeks in the Health Care Policy Course within the Master Nurse Practitioner (MNP) program at MRU, I have gained a comprehensive understanding of the complex landscape of healthcare, emphasizing policy development, delivery systems, and the evolving role of advanced practice nurses. The coursework has deepened my awareness of how policies influence healthcare access, quality, and cost. Exploring various delivery models, including patient-centered care and value-based reimbursement, has enhanced my ability to navigate and advocate within the healthcare system. This foundational knowledge supports my growth as an advanced practice nurse, preparing me to influence policy and improve patient outcomes effectively.
    One significant aspect of our studies has been the application of Middle Range Theories in nursing practice. These theories serve as a bridge between grand theories and empirical research, providing practical frameworks to guide clinical decision-making. For example, the Theory of Comfort by Kolcaba emphasizes holistic patient comfort, influencing nursing interventions aimed at alleviating physical, emotional, and environmental discomforts. By integrating such theories, practitioners can craft individualized care plans that address specific patient needs, thereby optimizing outcomes. Furthermore, Middle Range Theories foster evidence-based practice; they help translate research findings into real-world clinical applications, ensuring that care strategies are both scientifically sound and contextually relevant. Consequently, they improve patient satisfaction, safety, and recovery trajectories by grounding clinical decisions in proven frameworks.
    Mentorship has played a pivotal role in shaping my understanding and confidence throughout this course. My mentors have provided invaluable guidance, encouraging critical thinking and reflective practice. Their real-world insights have illuminated the intricacies of health policy implementation and advocacy, making theoretical concepts more tangible. Mentors have also inspired me to pursue leadership roles beyond clinical practice, emphasizing the importance of advocacy and policy engagement in advancing nursing practice. Support from experienced mentors has fostered my confidence in making informed decisions and advocating for equitable healthcare policies, reinforcing the importance of lifelong learning in this profession. According to Walker and Avant (2021), mentorship accelerates professional development by providing guidance, support, and inspiration, all of which are critical in navigating complex healthcare environments.
    In conclusion, the Health Care Policy Course has significantly contributed to my growth as an advanced practice nurse by enhancing my understanding of healthcare systems, empowering me to apply Middle Range Theories in practice, and highlighting the importance of mentorship. These experiences will undoubtedly influence my future clinical and advocacy efforts, enabling me to provide patient-centered care grounded in evidence and supported by strong leadership and policy knowledge.
    **References**
    Walker, L., & Avant, J. (2021). _Strategies for theory development in nursing_. Pearson.
    Gordon, S., et al. (2023). Integrating middle-range theories into clinical nursing practice: Enhancing patient outcomes. _Journal of Nursing Scholarship, 55_(2), 142-150.
    _448 words_

  • [Solved] NUR 505 Discussion 6

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    – ## MODULE6NUR505.docx **## MODULE6NUR505.docx** ### **Module 6 Discussion** ![null](https://www.sweetstudy.com/questions/nur-505-discussion-6) ![icon](https://www.sweetstudy.com/questions/nur-505-discussion-6)_Caring for Cuban, Amish, & Irish Populations_ After studying [Module 6: Lecture Material…

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    – ## MODULE6NUR505.docx

    **## MODULE6NUR505.docx**

    ### **Module 6 Discussion**

    ![null](https://www.sweetstudy.com/questions/nur-505-discussion-6)

    ![icon](https://www.sweetstudy.com/questions/nur-505-discussion-6)_Caring for Cuban, Amish, & Irish Populations_

    After studying
    [Module 6: Lecture Materials & Resources](https://stu.instructure.com/courses/46413/pages/module-6-lecture-materials-and-resources-2), discuss the following:

    A. What are the differences that may affect Cuban-American patients who immigrated at different times?

    B. What can a nurse do to make life in the hospital more culture-specific for an Amish client?

    C. List at least two etiological reasons for the development of alcoholism within an Irish-American family.

    **Submission Instructions:**

    · Your initial post must be at least 500 words, formatted, and cited in current APA style with support from at least two academic sources.

    · Quotes “……” cannot be used at a higher learning level for your assignments, so sentences need to be paraphrased and referenced.

    · Acceptable references include scholarly journal articles or primary legal sources (statutes, court opinions), journal articles, and books published in the last five years-no websites to be referenced without prior approval.

    ## image1.png

    ## image2.png

    **## MODULE6NUR505.docx**

    ### **Module 6 Discussion**

    ![null](https://www.sweetstudy.com/questions/nur-505-discussion-6)

    ![icon](https://www.sweetstudy.com/questions/nur-505-discussion-6)_Caring for Cuban, Amish, & Irish Populations_

    After studying
    [Module 6: Lecture Materials & Resources](https://stu.instructure.com/courses/46413/pages/module-6-lecture-materials-and-resources-2), discuss the following:

    A. What are the differences that may affect Cuban-American patients who immigrated at different times?

    B. What can a nurse do to make life in the hospital more culture-specific for an Amish client?

    C. List at least two etiological reasons for the development of alcoholism within an Irish-American family.

    **Submission Instructions:**

    · Your initial post must be at least 500 words, formatted, and cited in current APA style with support from at least two academic sources.

    · Quotes “……” cannot be used at a higher learning level for your assignments, so sentences need to be paraphrased and referenced.

    · Acceptable references include scholarly journal articles or primary legal sources (statutes, court opinions), journal articles, and books published in the last five years-no websites to be referenced without prior approval.

    ## image1.png

    ## image2.png

  • [Solved] NUR 506 Discussion 6

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    – ## MODULE6NUR506.docx **## MODULE6NUR506.docx** Module 6 Discussion ![null](https://www.sweetstudy.com/questions/nur-506-discussion-6) ![icon](https://www.sweetstudy.com/questions/nur-506-discussion-6)**_Health Care Disparities in LGBTQ_** Discuss how to close the health care disparities gap in th…

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    – ## MODULE6NUR506.docx

    **## MODULE6NUR506.docx**

    Module 6 Discussion

    ![null](https://www.sweetstudy.com/questions/nur-506-discussion-6)

    ![icon](https://www.sweetstudy.com/questions/nur-506-discussion-6)**_Health Care Disparities in LGBTQ_**

    Discuss how to close the health care disparities gap in the LGBTQ community?

    **Submission Instructions:**

    · Your initial post must be at least 500 words, formatted, and cited in current APA style with support from at least two academic sources.

    · Quotes “……” cannot be used at a higher learning level for your assignments, so sentences need to be paraphrased and referenced.

    · Acceptable references include scholarly journal articles or primary legal sources (statutes, court opinions), journal articles, and books published in the last five years-no websites to be referenced without prior approval.

    ## image1.png

    ## image2.png

    **## MODULE6NUR506.docx**

    Module 6 Discussion

    ![null](https://www.sweetstudy.com/questions/nur-506-discussion-6)

    ![icon](https://www.sweetstudy.com/questions/nur-506-discussion-6)**_Health Care Disparities in LGBTQ_**

    Discuss how to close the health care disparities gap in the LGBTQ community?

    **Submission Instructions:**

    · Your initial post must be at least 500 words, formatted, and cited in current APA style with support from at least two academic sources.

    · Quotes “……” cannot be used at a higher learning level for your assignments, so sentences need to be paraphrased and referenced.

    · Acceptable references include scholarly journal articles or primary legal sources (statutes, court opinions), journal articles, and books published in the last five years-no websites to be referenced without prior approval.

    ## image1.png

    ## image2.png