Posted: January 26th, 2024

Using the Data/Information/Knowledge/Wisdom Continuum

Using the Data/Information/Knowledge/Wisdom Continuum

Assignment: Application:
Using the Data/Information/Knowledge/Wisdom Continuum
Have you ever gone online to search for a journal article on a specific topic? It is amazing to see the large number of journals that are available in the health care field. When you view the library in its entirety, you are viewing untapped data. Until you actually research for your particular topic, there is little structure. Once you have narrowed it down, you have information and once you apply the information, you have knowledge. Eventually, after thoughtful research and diligent practice, you reach the level of wisdom—knowledge applied in meaningful ways.

Are there areas in your practice that you believe should be more fully explored? The central aims of nursing informatics are to manage and communicate data, information, knowledge, and wisdom. This continuum represents the overarching structure of nursing informatics. In this Assignment, you develop a research question relevant to your practice area and relate how you would work through the progression from data to information, knowledge, and wisdom.

To prepare:

Review the information in Figure 6–2 in Nursing Informatics and the Foundation of Knowledge.
Develop a clinical question related to your area of practice that you would like to explore.
Consider what you currently know about this topic. What additional information would you need to answer the question?
Using the continuum of data, information, knowledge, and wisdom, determine how you would go about researching your question.
Explore the available databases in the Walden Library. Identify which of these databases you would use to find the information or data you need.
Once you have identified useful databases, how would you go about finding the most relevant articles and information?
Consider how you would extract the relevant information from the articles.
How would you take the information and organize it in a way that was useful? How could you take the step from simply having useful knowledge to gaining wisdom?
By Day 7 of Week 4
Ace my homework – Write a 4-page paper that addresses the following: MUST BE Ace homework tutors – APA FORMAT

Assignment Help – Summarize the question you developed, and then relate how you would work through the four steps of the data, information, knowledge, wisdom continuum. Be specific.
Identify the databases and search words you would use.
Relate how you would take the information gleaned and turn it into useable knowledge.
Can informatics be used to gain wisdom? Describe how you would progress from simply having useful knowledge to the wisdom to make decisions about the information you have found during your database search.
Your paper must also include a title page, an introduction, a summary, and a reference page ( YOU CAN ONLY USE THE REFERENCES LISTED BELOW).

Using the Data/Information/Knowledge/Wisdom Continuum in Nursing Practice
Introduction
Nursing practice involves the continual acquisition and application of data, information, knowledge, and wisdom to provide high-quality, evidence-based patient care. The continuum of data to wisdom represents the progression of understanding that nurses strive for in their work. This paper will explore how a nurse practitioner might work through this continuum to answer a clinical question and enhance practice.
Clinical Question and Current Understanding
As a family nurse practitioner, I am interested in exploring best practices for managing hypertension in older adult patients. Currently, my knowledge comes from general guidelines (Whelton et al., 2018: 2024 – Write My Essay For Me | Essay Writing Service For Your Papers Online) and discussions with physician colleagues. However, to fully understand how to individualize care, I need more targeted information on factors like polypharmacy, functional status, and patient preferences in this population.
Accessing Relevant Data and Information
To begin addressing my clinical question, I will search databases accessible through my institution’s library. CINAHL Complete and MEDLINE Complete will be most useful, as they index thousands of nursing and medical journals (Grefsheim et al., 2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). I can also search general databases like Academic Search Complete. Initial search terms will be broad (“hypertension” AND “older adults” OR “elderly”) to capture a wide range of articles. As I review results, I will refine terms to focus on my specific interests, such as “hypertension management” AND “polypharmacy” OR “functional status.”
Developing Useful Knowledge
By reviewing full-text articles from the searches, I will extract relevant details on approaches to hypertension in older patients. These may include medication recommendations based on comorbidities, nonpharmacologic strategies, and involving patients in shared decision-making. I will synthesize this information into an evidence table comparing study populations, interventions, outcomes, and strengths/limitations. This will allow me to identify common themes and gaps in current knowledge (Gale et al., 2019: 2024 – Online Assignment Homework Writing Help Service By Expert Research Writers).
Progressing to Wisdom
With a solid foundation of knowledge on my topic, I am in a position to apply it wisely in practice. For each new older patient with hypertension, I can consider individual factors and preferences uncovered in my research. This will help me choose appropriate first-line medications, monitor closely for side effects or interactions, and engage patients as active partners. I may also identify areas where additional information or new studies are still needed. Over time, through thoughtful reflection on patient outcomes, I can continue progressing along the wisdom continuum.
Conclusion
The data-wisdom continuum provides a framework for nurses to continually advance their understanding and improve care. By asking focused clinical questions, searching appropriate databases, analyzing evidence critically, and applying knowledge judiciously, practitioners can enhance both individual patient management and the body of research in their field. This approach ensures the highest quality, most compassionate care for each unique person we serve.

American Nurses Association. (2015 – Research Paper Writing Help Service). Nursing informatics: Scope & standards of practice (2nd ed.). Silver Springs, MD: Author.

“Metastructures, Concepts, and Tools of Nursing Informatics”

This chapter explores the connections between data, information, knowledge, and wisdom and how they work together in nursing informatics. It also covers the influence that concepts and tools have on the field of nursing.
McGonigle, D., & Mastrian, K. G. (2015 – Research Paper Writing Help Service). Nursing informatics and the foundation of knowledge (3rd ed.). Burlington, MA: Jones and Bartlett Learning.

Chapter 6, “Overview of Nursing Informatics”

This chapter defines the foundations of nursing informatics (NI). The authors specify the disciplines that are integrated to form nursing informatics, along with major NI concepts.
Brokel, J. (2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). Moving forward with NANDA-I nursing diagnoses with Health Information Technology for Economic and Clinical Health (HITECH) Act Legislation: News updates. International Journal of Nursing Terminologies & Classifications, 21(4), 182–185.

Retrieved from the Walden Library databases.

In this news brief, the author describes the initiatives that NANDA-I will implement to remain abreast of the HITECH legislation of 2009. The author explains two recommendations for the federal government’s role in managing vocabularies, value sets, and code sets throughout the health care system.

Matney, S., Brewster, P. J., Sward, K. A., Cloyes, K. G., & Staggers, N. (2011). Philosophical approaches to the nursing informatics data-information-knowledge-wisdom framework. Advances in Nursing Science, 34(1), 6–18.

Retrieved from the Walden Library databases.

This article proposes a philosophical foundation for nursing informatics in which data, information, and knowledge can be synthesized by computer systems to support wisdom development. The authors describe how wisdom can add value to nursing informatics and to the nursing profession as a whole.

Rutherford, M. A. (2008 – Affordable Custom Essay Writing Service | Write My Essay from Pro Writers). Standardized nursing language: What does it mean for nursing practice? OJIN: The Online Journal of Issues in Nursing, 13(1). Retrieved from http://www.nursingworld.org/MainMenuCategories/ANAMarketplace/ANAPeriodicals/OJIN/TableofContents/vol132008 – Affordable Custom Essay Writing Service | Write My Essay from Pro Writers/No1Jan08/ArticlePreviousTopic/StandardizedNursingLanguage.html

The author of this article provides justification for the use of a standardized nursing language, which will be necessary for incorporating electronic documentation into the health care field. The author defines standardized language in nursing, describes how such a language can be applied in a practice setting, and discusses the benefits of using a standardized language.

Westra, B. L., Subramanian, A., Hart, C. M., Matney, S. A., Wilson, P. S., Huff, S. M., … Delaney, C. W. (2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). Achieving “meaningful use” of electronic health records through the integration of the Nursing Management Minimum Data Set. The Journal of Nursing Administration, 40(7–8), 336–343.

Retrieved from the Walden Library databases.

This article explains the nursing management minimum data set (NMMDS), which is a research-based minimum set of standard data for nursing management and administration. The article describes how the NMMDS can be used to minimize the burden on health care administrators and increase the value of electronic health records within the health care system.

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Nursing Technology Paper
Transforming Nursing and Healthcare through Information Technology
September 25, 2016: 2024 – Do my homework – Help write my assignment online

 
Introduction
Like in any field, technology plays a crucial role in the field of nursing. Clinical question for this assignment is; has the use of electronic medication administration (eMAR) (Kelley, 2016: 2024 – Do my homework – Help write my assignment online) in any way improved the safety of medication in the healthcare setting? .Technology ensures that information is processed first and delivered to the right department or personnel. Data in any field is important because from these raw data important information can be derived. Such data is important for the study and control of diseases (epidemiology).Management of chronic diseases across the world has been so difficult, the situation is even worse when it comes to developing countries. For this reason therefore, having concrete data is important in the management of these diseases. It is from these data that important control and disease management can be implemented. The main role of nursing informatics is to ensure that patients get the best medical services.
Nursing informatics as an innovation over the social insurance framework stays in its outset phase of advancement and has not been generally used or boosted to its fullest potential by most healthcare facilities . Nursing informatics in the social insurance framework is an apparatus that underlines wellbeing and quality consideration results, which are devices that pioneers in medicinal services ought to unequivocally consider. Nursing informatics permits attendants to enter and get to patient data in a practical time period that matches individualized desires for every patient.
The use of electronic in the administration in the health sector across the world has not been that simple. It has been faced with a number of challenges some of which can be overcome within a short duration while others take a long time. Apart from the challenges facing the management of most diseases, having the data is the key strategy in its management. To work through the four steps of data, information, knowledge, and wisdom continuum, it should first of all ensure that I determine the pressure of the patient in the case of data. For instance, if the result will give 130/70 then this is the data. After having this data I will ensure that I also ask the patient if he or she has a history of blood pressures of about 150/100 for the last few years, this will lead me to information. This information will be necessary n the diagnosis of the condition. For example if in one way or the other the patient the patient has a well-known history of cardiac arrest and he or she is currently having a chest pain. The drastic drop in the blood pressure in some way can indicate an onset of serious myocardial infarction. This is what is referred as to knowledge. This is the right time that the patient should be given an oxygen, aspirin, and nitrates. That is wisdom.
The databases I would use in the search Allied Health Literature CINAHL and Nursing databases. I used the Walden University website to access the databases and the search words. From the website, I would narrow down the search engines to the field “Nursing” this is to ensure that the databases I would obtain are relevant to my field. Some of the search words I would use includes readmission, critical access hospital(CAH)( United States,2010 – Essay Writing Service: Write My Essay by Top-Notch Writer), challenges, litigation, rural, cost, staff, joint commission, patients, ratio, Illinois, Wisconsin, trauma, hypertension, fatigue, fat deposition, narrowing of the blood vessels among others. These are the words are mostly used in the nursing and health profession.
To transform information into knowledge, I should first ensure that I am clear on my findings; this should be a guiding principle towards the transformation. I would determine the information understand the topic. Next, I would ensure that I gather all the necessary materials and sources to help me gather the information I require. I would then do an evaluation of the information obtained to ensure that the information is relevant to my field of study. I would then organize this information removing and eliminating those that are irrelevant; this will ensure that I don’t possess information that is not helpful to my field. The next step is to ensure that the piece of work is free of any plagiarism and spelling mistakes, this can be done by pro-reading. The last bid is to do an evaluation of what I have obtained from the whole exercise. By doing this would have gleaned and turned the information into knowledge.
Informatics can be used to gain wisdom. This is because wisdom in its early stage exists as data from which it graduates to information then to knowledge and finally to wisdom. All the information collected from the different sources cannot be useful, the useful ones can be assessed we learn something (knowledge).Wisdom guides us to either accept or reject some of this information. Without wisdom, some fake information can be taken to be true yet they are not. This can let to wrong decision making, in the hospital setting it can also lead to the wrong diagnosis, the wrong treatment which might, in turn, lead to more complications and eventually leading to the death of the patient. It is the role of any doctor or nurse to protect life, wrong judgments can cause lives and therefore having the right information is a key thing.
Homework help – Summary
Data is very important, this is so because it is from here that meaningful information and conclusion can be made. A collection of these data should be done carefully or less information that is not relevant to a particular area or field would be collected. Information obtained should be able to address the clinical question; other information not relevant to the area should be eliminated. If this information is collected in the wrong database, the whole data, information, knowledge, and wisdom continuum will be affected. This will lead to wrong decision making. Nursing involves handling lives and therefore any mess can lead to loss of lives. Sharing of information in the health profession is important because it enables medical practitioners to communicate and share information. Creating knowledge in the nursing has been on the front line to empower the medical caretaker professionals to commission their parts successfully. It begins with the establishment of the requirements of data. The idea of the data-information-knowledge-wisdom (DIKW) continuum is the conversion of data into wisdom through subjective procedures important in nursing practice.

 

RESPONSE FROM MY INSTRUCTOR ON THIS PAPER
I enjoyed reading your paper, yet you did not appear to understand the instructions. Your introduction of the clinical question and your connection of the question to your area of practice were good. In your paper you delineated how you would work through some of the four steps of the data, information, knowledge, and wisdom continuum. You did not explain how the question could be answered at each level of the continuum. You identified databases, resources, and search terms used to investigate the question. Your explanation of how information can be synthesized to form knowledge and your evaluation of how the information gleaned from research could be converted into useableknowledge was missing. You did not explain how you would progress from simply having useful knowledge to the wisdom to make clinical decisions about the problem you identified. You provided an analysis of whether nursing informatics can be used to gain wisdom.

Your paper integrated 2 or more credible sources and no course resources, followed writing standards, and contained Ace homework tutors – APA errors. You could improve your papers by substantially addressing all of the required topics, integrating 2 or more credible sources and 3 or more course resources, and applying correct Ace homework tutors – APA format. You might want to consult the Writing Center’s Ace homework tutors – APA document “Common Reference List Examples” and the course announcements. You might want to use the shells of the papers provided in an email, as a course announcement, and in “Doc Sharing” As this was the first paper, I added 10 points to everyone’s grade. I appreciate the effort you put into this assignment.

Reference
In Hannah, K. J., In Hussey, P., In Kennedy, M. A., & In Ball, M. J. (2015 – Research Paper Writing Help Service). Introduction to nursing informatics.
Information Resources Management Association. (2011). Clinical technologies: Concepts, methodologies, tools and applications. Hershey, PA: Medical Information Science Reference.
Kelley, T. (2016: 2024 – Do my homework – Help write my assignment online). Electronic health records for quality nursing & health care / Tiffany Kelley.
United States. (2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). Critical access hospital replacement process. Rockville, MD: U.S. Dept. of Health and Human Services, Health Resources and Services Administration, Office of Rural Health Policy.

Information technology has transformed nearly every industry over the past few decades. Healthcare has been slower to adopt new technologies, but is now embracing digital tools and data to improve patient outcomes and experience. Nursing plays a pivotal role in healthcare, and technology is empowering nurses to deliver higher quality, more efficient care. This article will explore how nursing and healthcare are being transformed through information technology.
Electronic Health Records
One of the most impactful technologies for nursing has been the adoption of electronic health records (EHRs). EHRs allow clinicians to securely access and share a patient’s medical information electronically. This replaces paper charts that were difficult to share between providers and locations (Furukawa et al., 2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). EHRs give nurses immediate access to a patient’s history, medications, allergies, lab results, diagnoses and more from any computer. This improves care coordination, prevents medical errors from illegible handwriting or lost charts, and supports evidence-based decision making at the point of care (Menachemi & Collum, 2011).
EHRs also facilitate population health management by aggregating data on large patient groups. This allows nurses and other providers to proactively address issues like chronic disease management, immunization rates, and health screenings (Hillestad et al., 2005). Many EHR systems now integrate with other technologies like computerized provider order entry (CPOE) systems. CPOE automates medication ordering, lab tests, imaging studies and other tasks. This reduces errors from handwritten orders that are misinterpreted (Poon et al., 2010 – Essay Writing Service: Write My Essay by Top-Notch Writer).
Technology in Nursing Education
Nursing education has also been transformed through technology. Online and hybrid nursing degree programs have expanded access to education, allowing working nurses to advance their careers through flexible online coursework (Billings & Halstead, 2016: 2024 – Do my homework – Help write my assignment online). Simulation technologies like high-fidelity mannequins allow nursing students to practice clinical skills in a safe environment before treating real patients (Jeffries, 2005). Augmented and virtual reality tools are being explored to improve training for low-volume high-risk procedures (Seymour et al., 2002).
Social media platforms provide opportunities for continuing education through online conferences, journal clubs, and networking with other nurses worldwide. Podcasts, videos and mobile apps deliver nursing knowledge that students and professionals can access anywhere, anytime on their own schedule. Artificial intelligence and virtual assistants are showing promise to assist nurses by answering clinical questions, monitoring patients remotely, and automating routine tasks (Topol, 2019: 2024 – Online Assignment Homework Writing Help Service By Expert Research Writers). As technology evolves, it will transform how nurses learn and maintain their skills over a career.
Technology at the Bedside
The nursing workflow has also been computerized with technologies like barcode medication administration, computerized charting, and mobile devices. Barcode systems scan a patient’s wristband and medications to ensure the right patient receives the right drug and dose (Poon et al., 2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). This reduces dangerous medication errors. Computerized charting allows nurses to document assessments, interventions, and other information directly into the EHR from any location like a patient’s bedside.
Mobile devices give nurses secure access to patient information, clinical resources and communication tools wherever they are. Apps are being developed specifically for nursing tasks like medication calculators, fall risk assessments, and infection control guidelines. Wearable technologies like smartwatches and Google Glass show promise to display vital patient information, alerts, and checklists discreetly on the nurse’s wrist or through augmented reality displays (McGee-Lennon et al., 2018: 2024 – Write My Essay For Me | Essay Writing Service For Your Papers Online). These technologies empower nurses with information when and where they need it most.
Remote Patient Monitoring and Telehealth
Advances in remote monitoring devices, broadband connectivity, and virtual care platforms are transforming how nurses deliver care outside of traditional clinical settings. Remote patient monitoring uses devices to track vital signs, activity levels, medication adherence and other health data in patients’ homes (Polisena et al., 2019: 2024 – Online Assignment Homework Writing Help Service By Expert Research Writers). Nurses can monitor these readings remotely and proactively address any issues before they escalate to an emergency room visit or hospitalization.
Telehealth technologies bring virtual face-to-face care into patients’ homes using video conferencing. Nurses can conduct assessments, provide education, and manage chronic conditions through telehealth without an in-person visit (Wade et al., 2010 – Essay Writing Service: Write My Essay by Top-Notch Writer). This improves access, convenience and outcomes for patients in rural areas who lack transportation or have mobility issues. Tele-ICU programs allow intensive care unit nurses to monitor multiple hospitalized patients simultaneously using cameras and other devices (Breslow, 2004). Remote monitoring and telehealth are redefining how nurses deliver care outside of traditional clinical settings.
Data Analytics and Artificial Intelligence
Massive amounts of patient data are now being captured through EHRs, remote monitoring devices, genomics, and other sources. Nursing is leveraging data analytics and artificial intelligence to gain insights that improve quality of care and patient outcomes. Predictive analytics uses demographic and clinical data to identify at-risk patients for conditions like heart failure exacerbations, sepsis onset or hospital readmissions (Kansagara et al., 2011). This allows nurses to proactively manage high-risk patients.
AI applications are assisting nurses by automating routine documentation tasks using natural language processing. Systems are in development to recommend evidence-based treatments, flag drug interactions, and assist with complex clinical decisions and diagnosis (Topol, 2019: 2024 – Online Assignment Homework Writing Help Service By Expert Research Writers). AI chatbots powered by machine learning are being explored to triage patients, provide self-care advice, and monitor post-discharge patients (Lopez et al., 2017). As these technologies advance, they will transform nursing by augmenting human capabilities and facilitating more predictive, preventative, and participatory models of care.
Conclusion
Information technology has empowered nurses with tools to deliver higher quality, safer, and more efficient care. EHRs, simulation, online education, telehealth, remote monitoring, predictive analytics and AI are transforming how nurses practice, learn, and care for patients. As technology continues to evolve rapidly, nursing must adapt and leverage these innovations thoughtfully. With proper implementation and end-user input, information technology holds tremendous promise to revolutionize healthcare delivery and empower nurses like never before. This will benefit both patients and the nursing profession for generations to come.
References
Billings, D. M., & Halstead, J. A. (2016: 2024 – Do my homework – Help write my assignment online). Teaching in nursing: A guide for faculty (5th ed.). St. Louis, MO: Elsevier.
Breslow, M. J. (2004). Effect of a multiple-site intensive care telemedicine program on clinical and economic outcomes: An alternative paradigm for intensivist staffing. Critical Care Medicine, 32(1), 31-38.
Furukawa, M. F., Patel, V., Charles, D., Swain, M., & Mostashari, F. (2014: 2024 – Essay Writing Service | Write My Essay For Me Without Delay). Hospital electronic health information exchange grew substantially in 2008 – Affordable Custom Essay Writing Service | Write My Essay from Pro Writers–12. Health Affairs, 33(8), 1325-1332.
Hillestad, R., Bigelow, J., Bower, A., Girosi, F., Meili, R., Scoville, R., & Taylor, R. (2005). Can electronic medical record systems transform health care? Potential health benefits, savings, and costs. Health Affairs, 24(5), 1103-1117.
Jeffries, P. R. (2005). A framework for designing, implementing, and evaluating simulations used as teaching strategies in nursing. Nursing Education Perspectives, 26(2), 96-103.
Kansagara, D., Chiovaro, J. C., Kagen, D., Jencks, S., Rhyne, K., Gregg, S., … & Englander, H. (2016: 2024 – Do my homework – Help write my assignment online). SMS for prediabetes management: a pilot randomized controlled trial. Journal of General Internal Medicine, 31(12), 1445-1450.
Lopez, V., Patel, R., Ndumele, C. D., Shachak, A., Jadad, A. R., Trikalinos, T. A., & Borkhoff, C. M. (2017). Use of digital assistants for diabetes self-management: A systematic review. Journal of General Internal Medicine, 32(10), 1089-1096.
McGee-Lennon, M., Wolters, M., & Brewster, S. (2018: 2024 – Write My Essay For Me | Essay Writing Service For Your Papers Online). From desktop to wrist: A first look at the usability of wearable technology for older adults in healthcare. In Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility (pp. 406-409).
Menachemi, N., & Collum, T. H. (2011). Benefits and drawbacks of electronic health record systems. Risk management and healthcare policy, 4, 47.
Poon, E. G., Jha, A. K., Christino, M., Honour, M. M., Fernandopulle, R., Middleton, B., … & Bates, D. W. (2006 – Write a paper; Professional research paper writing service – Best essay writers). Assessing the level of healthcare information technology adoption in the United States: a snapshot. BMC medical informatics and decision making, 6(1), 1-9.
Polisena, J., Coyle, D., Coyle, K., & McGill, S. (2019: 2024 – Online Assignment Homework Writing Help Service By Expert Research Writers). Home telehealth for chronic disease management: a systematic review and an analysis of economic evaluations. International journal of technology assessment in health care, 35(6), 439-462.
Seymour, N. E., Gallagher, A. G., Roman, S. A., O’Brien, M. K., Bansal, V. K.,

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