Theory of Human Caring on APN Role Student Presentation
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Assignment Prompt
Explore the influence of Jean Watson’s Theory of Human Caring on your future role as an APN. The student will explore the concepts and Caritas processes from the Theory of Human Caring and present how these concepts may impact their future APN role.
Directions:
1. The student will create a PowerPoint and include speaker notes that may be added to the speaker note section on each slide.
2. The presentation should be limited to no more than 10 slides. See suggested slides below.
3. If you are unfamiliar with Dr. Watson's theory see this overview.
A suggested outline for the presentation may include the following slides:
Slide 1 - Introduction to yourself and future planned APN role and practice
Slide 2 - Previous experience with Watson’s Theory of Human Caring
Slide 3 - Core Concepts of the Theory Applicable to the APN role
Slide 4 - Core Concepts of the Theory Applicable to the APN role (as needed)
Slide 5 - Five Carative Factors or Caritas Processes You Plan to Use in the APN Role
Slide 6 - Five Carative Factors or Caritas Processes You Plan to Use in the APN Role (as needed)
Slide 7 - What Does the Theory of Human Caring Mean to You
Slide 8 - APN Implications of Theory of Human Caring
Slide 9 - Summary/Main Points
Slide 10 - Reference
Expectations
· Format: PPT Presentation with Speaker Notes
· Length: 10 Slides, maximum
· Plagiarism free.
· Turnitin receipt.
· Please reply to the two-discussion post below.
· APA Format with intext citation
· Each post must have two scholarly references
· 180-to-200-word count minimal
· Make it sound personal
Keyandra W
Discussion 1
Top of Form
Under the healthcare context, big data (BD) signifies immense volumes of data resulting from the adoption of digital tools that gather patients' data and help direct hospital performance. Globally, healthcare systems are increasingly facing incredible challenges due to disability and the aging population, patients' expectations, and increased technology use. The increasing use of BD can help clinicians meet these goals unprecedentedly. The potential of BD in the medical industry relies on the ability to turn high data volumes into actionable knowledge and detect patterns for decision-maker and precision medicine. The use of BD in healthcare contributes towards ensuring patients' safety in several contexts. Evidence bolsters that EHRs can become a vital tool for communication across healthcare teams and a valuable information hub when implemented well (Pastorino et al., 2019). However, the process towards the use of BD requires interdisciplinary collaboration and adapt performance and design of the systems. Additionally, the proliferating use of big data requires the healthcare teams to build technological infrastructure to invest in human capital and cover and house the massive volumes of medical care data to guide people into the novel frontier of health and wellbeing. The ...
Please respond to each of the 3 posts with 3 APA sources no older thmaple8qvlisbey
Please respond to each of the 3 posts with 3 APA sources no older than 5 years old. APA format must be exceptional.
Reply 1
Professor,
How can big data impact prescription errors? Be specific and provide examples. Who should be on the team to implement this project and why? Support your work with the literature.
Reply 2
Ruth Niyasimi,
Big Data Risks and Rewards
Big data is defined as the process of collecting, analyzing, and leveraging consumer patient, physical, and clinical data that is too vast or complex to be understood by traditional means of data processing. In healthcare, data is generated from medical records, patient portals, government agencies, research studies, electronic health records, and medical devices. The data generated in healthcare is used to make decisions that will have an impact on patient health outcomes (Raghupathi & Raghupathi, 2014). Healthcare is a critical docket in our society since it is tasked with a duty to prevent, diagnose and treat illnesses and diseases affecting the community. In the past, health information was stored on paper but through advancements in technology, things have significantly changed as patient information is stored on Electronic health records (EHR).
The adoption of big data had significant impacts on customer services and other related issues. According to Raghupathi and Raghupathi (2014), for many years, healthcare has been generating huge volumes of data that was stored in hardcopy. This was a critical step toward improving the quality of healthcare delivery while reducing costs. This huge volume of information is crucial to healthcare because, through digitalization, it has become possible to detect diseases at an early stage and take necessary intervention measures. Secondly, big data enables the ability to enhance continuity, starting when a patient visits a hospital until the last stage of being discharged. For example, the lab tests taken from those patients and other specialized treatments are stored in a way that other departments can access this information in the future preventing duplicate redoing labs and imaging studies (Adibuzzaman et al., 2017). This cuts down costs while improving service delivery.
Although big data has had a tremendous impact on the healthcare systems, it has also created some problems. Firstly, the use of technology such as EHR has resulted in security issues and privacy threats. According to McGonigle and Mastrian (2017), technology has enabled the interoperability of healthcare data. Interoperability means sharing important health data across different organizations while ensuring it is presented understandably to the user. Unauthorized third parties can intersect this information and the Health Insurance Portability and Accountability Act (HIPPA) has shown little concern for patient data breach cases. Another problem is that big data is not static, it requires continuous system updates to ensure that it ...
CANCER DATA COLLECTION6The Application of Data to Problem-SoTawnaDelatorrejs
CANCER DATA COLLECTION 6
The Application of Data to Problem-Solving PEER RESPONSES
PEER NUMBER 1: Luis Arencibia
Top of Form
Clinical data is fundamental in the medical field. It is from this data that change and efficiency are made possible. Clinical data forms the basis of clinical care given to patients and research studies and is also used by the administration for decision-making and influencing change (Deckro et al., 2021). Modernization has come up with better ways of processing and storing clinical data, popularly known as informatics. This has led to the increased utilization of computers and information technology in clinical data management. The informatics results have increased efficiency in managing patients' data (McGonigle & Mastrian, 2022). It is crucial to ensure proper data management because it is from clinical data that crucial decisions and problems are solved in healthcare.
An example of a scenario where data can be helpful in problem-solving is the case where a healthcare facility wants to determine the average number of patients they receive in a day and use that information to establish whether the staff to patient ratio is satisfactory. This data can be obtained by registering all patients who attend the facility for a certain period, for example, three months, and stored electronically. The average is then done to get the approximate number of clients in a day. Additionally, the data should capture the age of patients, significant complaints, and the departments where the patients were attended. It is vital to secure this data to avoid unauthorized access to promote patients' privacy and compliance with the HIPAA to avoid legal consequences.
The knowledge derived from the data described above is the number of patients visiting the facility and their health needs. From this, the healthcare center will be able to critically analyze and evaluate whether the facility's staffing and resources are enough to meet the patients' demands. Suppose the number of patients is higher compared to the resources. In that case, the facility will be able to tell there is a shortage and the staff is being overworked, which is likely to compromise the services given to the patients.
From the data, a nurse leader can use clinical reasoning and judgment to explain why the health facility could be performing less efficiently and not meeting its goal of providing optimum medical services to patients. Additionally, the nurse could judge that the patients are not satisfied with the services provided from the data (Zhu et al., 2019). With that information, a nurse leader can successfully convince the management that there is a need for more staffing and resources to meet the patients' needs more successfully.
In conclusion, data management is crucial in the healthcare practice. With proper informatics, nurses and other healthcare providers will function optimally, and the results will be better quality ...
POST EACH DISCUSSION SEPARATELYThe way patient data is harvested.docxLacieKlineeb
POST EACH DISCUSSION SEPARATELY
The way patient data is harvested and used is rapidly changing. Patient data itself has become quite complex.
In the future
, patient data will be combined with financial data, product or drug data, socioeconomic factors, social patterns, and social determinants of health. Cognitive behavior and artificial intelligence will be applied to the data to help prevent and depict rather than cure disease.
Evaluate the future of Healthcare information technology.
Include the following aspects in the discussion:
Find two articles related to the future of information systems (IS) in healthcare
Include telehealth, wearable technology, patient portals, and data utilization
Analyze potential benefits from advances
Discuss, from your own perspective, the advantages and disadvantages of having a system where the patient manages their own data
REPLY TO MY CLASSMATE’S DISCUSSION TO THE ABOVE QUESTIONS AND EXPLAIN WHY YOU AGREE. MINIMUM OF 150 WORDS EACH
Classmate’s Discussion 1
The technological advancements that have occurred in the field of healthcare have greatly changed the way people view and interact with the healthcare system. They have also led to the reduction of costs and the increasing efficiency of the system. We expect that the future of healthcare will continue to be influenced by information technology.
Due to the technological advancements that have occurred in the field of healthcare, physicians are now able to spend less time with their patients. This has allowed them to provide more effective and efficient care to their patients. In the future, we can expect that the increasing number of specialists who can delegate their work to other doctors will have a significant impact on the healthcare system. The increasing efficiency of doctors is expected to have a significant impact on the shortage of specialist physicians in the future. This issue could be solved using technology. Hopefully, the use of information technology can help boost the number of specialist physicians (Patric, 2022).
Electronic health records have revolutionized the way healthcare is done. Despite the progress that has been made in terms of keeping and tracking these records, they are still not widely used yet. This means that the kind of growth that was expected from the adoption of these records has not materialized. Although the adoption of electronic health records has been made in various parts of the world, it’s still not widely used in all areas. This means that the ability to keep track of one’s medical history is still very important (Patric, 2022).
The increasing importance of information technology in healthcare has led to the prediction that the cost of healthcare will eventually come down. Various factors such as better accessibility and efficiency will help make healthcare more affordable and more effective.
It’s widely believed that keeping one's health is much cheaper and easier than treating a.
Nutrition CounselingDiscussion TopicTop of FormBottom of FormTatianaMajor22
Nutrition Counseling
Discussion Topic
Top of FormBottom of Form
Discussion Prompt
Healthy People 2030 identifies objectives related to nutrition and its role in promoting health and reducing chronic disease risk. Choose one preventable chronic condition from the list. As a nurse practitioner, how will you educate your patient about nutrition to help prevent your chosen chronic condition? Support your answer with evidence-based research.
Expectations
Initial Post:
APA format with intext citations
Word count minimum of 250, not including references.
References: 2 high-level scholarly references within the last 5 years in APA format.
Plagiarism free.
Turnitin receipt.
Module 06 Content
Top of Form
Collect the knowledge you gathered in this course and prepare a 10+ slide PowerPoint presentation as if you were presenting to your workgroup. Make sure you touch on a topic from each week and describe what things you would like to immediately implement. Your presentation should be APA formatted if outside research is cited and free from grammatical errors.
Gather your research from at least 2 sources, other than your textbook. Cite your sources using APA guidelines. All submitted work should be free of grammatical errors.
Bottom of Form
Explain how the globalization of healthcare can impact the improvement and outcome of healthcare results and subsequently improve healthcare costs.
The globalization of healthcare has provided opportunities for many organizations to rapidly develop their products and to expand their network of customers. But with this globalization, we also need to realize there are also a number of important economic and public health concerns.
Healthcare organizations have an obligation to understand the interdependencies inherent in their supply chains, and to examine their supply chain practices through a strategic lens focused on the public's health. We are seeing changes in where and how many healthcare products are produced and this is not always in the best interest of U.S. hospitals or our patients.
4
Company Analysis
Marion Allen
Rasmussen College
Healthcare Operations Management
Deborah Ryan
July 9th, 2022
Company Analysis
The role of managers and technology
As technology is becoming a big part of the health care systems, the role of health information managers is becoming more significant. There is a large amount of information related to the patients in a single hospital; the managers must analyze and organize this information by storing it in electronic health records. This helps keep the information about the patient's medical condition and any other medical history on a cloud that the internet can access. The manager should have enough knowledge related to technology to help him monitor technological aspects (Alolayyan, 2020). The managers must also ensure that the staff members have the required training and information related to the technology used in the healthcare facility.
Ways to improve heal ...
Please respond to each of the 3 posts with 3 APA sources no older thmaple8qvlisbey
Please respond to each of the 3 posts with 3 APA sources no older than 5 years old. APA format must be exceptional.
Reply 1
Professor,
How can big data impact prescription errors? Be specific and provide examples. Who should be on the team to implement this project and why? Support your work with the literature.
Reply 2
Ruth Niyasimi,
Big Data Risks and Rewards
Big data is defined as the process of collecting, analyzing, and leveraging consumer patient, physical, and clinical data that is too vast or complex to be understood by traditional means of data processing. In healthcare, data is generated from medical records, patient portals, government agencies, research studies, electronic health records, and medical devices. The data generated in healthcare is used to make decisions that will have an impact on patient health outcomes (Raghupathi & Raghupathi, 2014). Healthcare is a critical docket in our society since it is tasked with a duty to prevent, diagnose and treat illnesses and diseases affecting the community. In the past, health information was stored on paper but through advancements in technology, things have significantly changed as patient information is stored on Electronic health records (EHR).
The adoption of big data had significant impacts on customer services and other related issues. According to Raghupathi and Raghupathi (2014), for many years, healthcare has been generating huge volumes of data that was stored in hardcopy. This was a critical step toward improving the quality of healthcare delivery while reducing costs. This huge volume of information is crucial to healthcare because, through digitalization, it has become possible to detect diseases at an early stage and take necessary intervention measures. Secondly, big data enables the ability to enhance continuity, starting when a patient visits a hospital until the last stage of being discharged. For example, the lab tests taken from those patients and other specialized treatments are stored in a way that other departments can access this information in the future preventing duplicate redoing labs and imaging studies (Adibuzzaman et al., 2017). This cuts down costs while improving service delivery.
Although big data has had a tremendous impact on the healthcare systems, it has also created some problems. Firstly, the use of technology such as EHR has resulted in security issues and privacy threats. According to McGonigle and Mastrian (2017), technology has enabled the interoperability of healthcare data. Interoperability means sharing important health data across different organizations while ensuring it is presented understandably to the user. Unauthorized third parties can intersect this information and the Health Insurance Portability and Accountability Act (HIPPA) has shown little concern for patient data breach cases. Another problem is that big data is not static, it requires continuous system updates to ensure that it ...
CANCER DATA COLLECTION6The Application of Data to Problem-SoTawnaDelatorrejs
CANCER DATA COLLECTION 6
The Application of Data to Problem-Solving PEER RESPONSES
PEER NUMBER 1: Luis Arencibia
Top of Form
Clinical data is fundamental in the medical field. It is from this data that change and efficiency are made possible. Clinical data forms the basis of clinical care given to patients and research studies and is also used by the administration for decision-making and influencing change (Deckro et al., 2021). Modernization has come up with better ways of processing and storing clinical data, popularly known as informatics. This has led to the increased utilization of computers and information technology in clinical data management. The informatics results have increased efficiency in managing patients' data (McGonigle & Mastrian, 2022). It is crucial to ensure proper data management because it is from clinical data that crucial decisions and problems are solved in healthcare.
An example of a scenario where data can be helpful in problem-solving is the case where a healthcare facility wants to determine the average number of patients they receive in a day and use that information to establish whether the staff to patient ratio is satisfactory. This data can be obtained by registering all patients who attend the facility for a certain period, for example, three months, and stored electronically. The average is then done to get the approximate number of clients in a day. Additionally, the data should capture the age of patients, significant complaints, and the departments where the patients were attended. It is vital to secure this data to avoid unauthorized access to promote patients' privacy and compliance with the HIPAA to avoid legal consequences.
The knowledge derived from the data described above is the number of patients visiting the facility and their health needs. From this, the healthcare center will be able to critically analyze and evaluate whether the facility's staffing and resources are enough to meet the patients' demands. Suppose the number of patients is higher compared to the resources. In that case, the facility will be able to tell there is a shortage and the staff is being overworked, which is likely to compromise the services given to the patients.
From the data, a nurse leader can use clinical reasoning and judgment to explain why the health facility could be performing less efficiently and not meeting its goal of providing optimum medical services to patients. Additionally, the nurse could judge that the patients are not satisfied with the services provided from the data (Zhu et al., 2019). With that information, a nurse leader can successfully convince the management that there is a need for more staffing and resources to meet the patients' needs more successfully.
In conclusion, data management is crucial in the healthcare practice. With proper informatics, nurses and other healthcare providers will function optimally, and the results will be better quality ...
POST EACH DISCUSSION SEPARATELYThe way patient data is harvested.docxLacieKlineeb
POST EACH DISCUSSION SEPARATELY
The way patient data is harvested and used is rapidly changing. Patient data itself has become quite complex.
In the future
, patient data will be combined with financial data, product or drug data, socioeconomic factors, social patterns, and social determinants of health. Cognitive behavior and artificial intelligence will be applied to the data to help prevent and depict rather than cure disease.
Evaluate the future of Healthcare information technology.
Include the following aspects in the discussion:
Find two articles related to the future of information systems (IS) in healthcare
Include telehealth, wearable technology, patient portals, and data utilization
Analyze potential benefits from advances
Discuss, from your own perspective, the advantages and disadvantages of having a system where the patient manages their own data
REPLY TO MY CLASSMATE’S DISCUSSION TO THE ABOVE QUESTIONS AND EXPLAIN WHY YOU AGREE. MINIMUM OF 150 WORDS EACH
Classmate’s Discussion 1
The technological advancements that have occurred in the field of healthcare have greatly changed the way people view and interact with the healthcare system. They have also led to the reduction of costs and the increasing efficiency of the system. We expect that the future of healthcare will continue to be influenced by information technology.
Due to the technological advancements that have occurred in the field of healthcare, physicians are now able to spend less time with their patients. This has allowed them to provide more effective and efficient care to their patients. In the future, we can expect that the increasing number of specialists who can delegate their work to other doctors will have a significant impact on the healthcare system. The increasing efficiency of doctors is expected to have a significant impact on the shortage of specialist physicians in the future. This issue could be solved using technology. Hopefully, the use of information technology can help boost the number of specialist physicians (Patric, 2022).
Electronic health records have revolutionized the way healthcare is done. Despite the progress that has been made in terms of keeping and tracking these records, they are still not widely used yet. This means that the kind of growth that was expected from the adoption of these records has not materialized. Although the adoption of electronic health records has been made in various parts of the world, it’s still not widely used in all areas. This means that the ability to keep track of one’s medical history is still very important (Patric, 2022).
The increasing importance of information technology in healthcare has led to the prediction that the cost of healthcare will eventually come down. Various factors such as better accessibility and efficiency will help make healthcare more affordable and more effective.
It’s widely believed that keeping one's health is much cheaper and easier than treating a.
Nutrition CounselingDiscussion TopicTop of FormBottom of FormTatianaMajor22
Nutrition Counseling
Discussion Topic
Top of FormBottom of Form
Discussion Prompt
Healthy People 2030 identifies objectives related to nutrition and its role in promoting health and reducing chronic disease risk. Choose one preventable chronic condition from the list. As a nurse practitioner, how will you educate your patient about nutrition to help prevent your chosen chronic condition? Support your answer with evidence-based research.
Expectations
Initial Post:
APA format with intext citations
Word count minimum of 250, not including references.
References: 2 high-level scholarly references within the last 5 years in APA format.
Plagiarism free.
Turnitin receipt.
Module 06 Content
Top of Form
Collect the knowledge you gathered in this course and prepare a 10+ slide PowerPoint presentation as if you were presenting to your workgroup. Make sure you touch on a topic from each week and describe what things you would like to immediately implement. Your presentation should be APA formatted if outside research is cited and free from grammatical errors.
Gather your research from at least 2 sources, other than your textbook. Cite your sources using APA guidelines. All submitted work should be free of grammatical errors.
Bottom of Form
Explain how the globalization of healthcare can impact the improvement and outcome of healthcare results and subsequently improve healthcare costs.
The globalization of healthcare has provided opportunities for many organizations to rapidly develop their products and to expand their network of customers. But with this globalization, we also need to realize there are also a number of important economic and public health concerns.
Healthcare organizations have an obligation to understand the interdependencies inherent in their supply chains, and to examine their supply chain practices through a strategic lens focused on the public's health. We are seeing changes in where and how many healthcare products are produced and this is not always in the best interest of U.S. hospitals or our patients.
4
Company Analysis
Marion Allen
Rasmussen College
Healthcare Operations Management
Deborah Ryan
July 9th, 2022
Company Analysis
The role of managers and technology
As technology is becoming a big part of the health care systems, the role of health information managers is becoming more significant. There is a large amount of information related to the patients in a single hospital; the managers must analyze and organize this information by storing it in electronic health records. This helps keep the information about the patient's medical condition and any other medical history on a cloud that the internet can access. The manager should have enough knowledge related to technology to help him monitor technological aspects (Alolayyan, 2020). The managers must also ensure that the staff members have the required training and information related to the technology used in the healthcare facility.
Ways to improve heal ...
International Journal of Computational Engineering Research(IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
The Application of Data to Problem-SolvingIn the modern era, the.docxtodd801
The Application of Data to Problem-Solving
In the modern era, there are few professions that do not to some extent rely on data. Stockbrokers rely on market data to advise clients on financial matters. Meteorologists rely on weather data to forecast weather conditions, while realtors rely on data to advise on the purchase and sale of property. In these and other cases, data not only helps solve problems, but adds to the practitioner’s and the discipline’s body of knowledge.
Of course, the nursing profession also relies heavily on data. The field of nursing informatics aims to make sure nurses have access to the appropriate date to solve healthcare problems, make decisions in the interest of patients, and add to knowledge.
In this Discussion, you will consider a scenario that would benefit from access to data and how such access could facilitate both problem-solving and knowledge formation.
To Prepare:
Reflect on the concepts of informatics and knowledge work as presented in the Resources.
Consider a hypothetical scenario based on your own healthcare practice or organization that would require or benefit from the access/collection and application of data. Your scenario may involve a patient, staff, or management problem or gap.
By Day 3 of Week 1
Post
a description of the focus of your scenario. Describe the data that could be used and how the data might be collected and accessed. What knowledge might be derived from that data? How would a nurse leader use clinical reasoning and judgment in the formation of knowledge from this experience?
By Day 6 of Week 1
Respond
to at least
two
of your colleagues
* on two different days
, asking questions to help clarify the scenario and application of data, or offering additional/alternative ideas for the application of nursing informatics principles.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
Will be posting additional discussion replies that will require two replies which will be included in this discussion post.
Each requires at least three references and all need to be in APA format.
Monicas discussion
Discussion #1- Initial Post
All healthcare workers are trained to share the common goal of providing the best quality of care to their patients. Regardless of what role one may serve on the multidisciplinary team, they all have an obligation to accurately assess the needs of the patient, to efficiently collect and record data, to contribute to diagnosing, and to treat/ evaluate properly. “Informatics blend technology and information to blend something new that people, organizations and society can make use of” (Laureate, 2018). Advancement in technologies such as, electronic health records (EHR), electronic medication administration records (EMARS), computerized physician order entry (COPOE) and.
Make sure it is in APA 7 format and at least 3-4 paragraphs and refe.docxendawalling
Make sure it is in APA 7 format and at least 3-4 paragraphs and references.
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.
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.
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.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
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 .
Big Data, CEP and IoT : Redefining Holistic Healthcare Information Systems an...Tauseef Naquishbandi
Healthcare industry has been a significant area for innovative application of various technologies over decades. Being an area of social relevance governmental spending on healthcare have always been on the rise over the years. Event Processing (CEP) has been in use for many years for situational awareness and response generation. Computing technologies have played an important role in improvising several aspects of healthcare. Recently emergent technology paradigms of Big Data, Internet of Things (IoT) and Complex Event Processing (CEP) have the potential not only to deal with pain areas of healthcare domain but also to redefine healthcare offerings. This paper aims to lay the groundwork for a healthcare system which builds upon integration of Big Data, CEP and IoT.
A BIG DATA REVOLUTION IN HEALTH CARE SECTOR: OPPORTUNITIES, CHALLENGES AND TE...ijistjournal
Health care sector grows tremendously in last few decades. The health care sector has generated huge amounts of data that has huge volume, enormous velocity and vast variety. Also it comes from a variety of new sources as hospitals are now tend to implemented electronic health record (EHR) systems. These sources have strained the existing capabilities of existing conventional relational database management systems. In such scenario, Big data solutions offer to harness these massive, heterogeneous and complex data sets to obtain more meaningful and knowledgeable information.
This paper basically studies the impact of implementing the big data solutions on the healthcare sector, the potential opportunities, challenges and available platform and tools to implement Big data analytics in health care sector.
Big Data Risks and Rewards (good length and at least 3-4 references .docxtangyechloe
Big Data Risks and Rewards (good length and at least 3-4 references everything in APA 7 format)
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.
By Day 3 of Week 5
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.
By Day 6 of Week 5
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.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
Michea Discussion ( in APA 7 format and at least 2-3 references)
With the fast growing pace of technological advancement in the health care sector, daily operations of the institution helps generate millions of data that over time needs proper channels of transmission, storage, processing, assimilation and utilization. Following from the vast amount of data generated, some of its benefits includes but is not limited to functioning as a pattern discovery aid with relation to the amount of variance or similarity in .
TOPIC 2AnthonyThe movie that I watched for this week, Cons.docxturveycharlyn
TOPIC 2:
Anthony:
The movie that I watched for this week, Constantine, would almost certainly have been censored. This movie explores some of things in religion that most God fearing individuals would rather not. The idea that an evil would threaten the very existence of mankind. Not to mention the way some of the demons and victims were killed or eliminated. The Motion Picture Production Code of 1930 or The Hays Code, established guidelines for movie producers. The following is a short explanation of his code:
The Code was based on three general principles: No picture shall be produced that will lower the moral standards of those who see it. Hence the sympathy of the audience should never be thrown to the side of crime, wrongdoing, evil or sin. Correct standards of life, subject only to the requirements of drama and entertainment, shall be presented. Law, natural or human, shall not be ridiculed, nor shall sympathy be created for its violation. These were developed in a series of rules grouped under the self-explanatory headings Crimes Against The Law, Sex, Vulgarity, Obscenity, Profanity, Costume, Dances (i.e. suggestive movements), Religion, Locations (i.e. the bedroom), National Feelings, Titles and "Repellent Subjects" (extremely graphic violence) (BFI. n.d.)
Constantine (2005) http://www.imdb.com/title/tt0360486/
BFI Screenonline: The Hays Code. (n.d.). Retrieved January 24, 2017, from http://www.screenonline.org.uk/film/id/592022/
Robert:
I'm pretty sure that "The Evil Dead" would have received an "X" rating upon release had it come out 50 years ago since "The Excorcist" had that rating upon its release. There is a parallel between the two since in both cases audiences became more likely to laugh at the scarier scenes than to be frightened by them. Both also had religious imagery that would be offensive to alot of people. Times have really changed since the late 1960s concerning the ratings system; films like "Midnight Cowboy" and "A Clockwork Orange" that had X ratings at one point would be very comfortably in the "R" category today.
· Write a four to five (4-5) page paper in which you:
1. Identify and analyze what you believe to be the most significant new technology requirements for the health care industry. Indicate how providers should approach the implementation of this new technology requirement that you have identified. Provide support for the response.
2. Analyze the basic technology underlying health care information systems. Argue that the need for technological innovation and / or modification is most pressing. Support the argument with examples.
3. Recommend an innovation / modification, and explain how the recommendation could improve the overall level of health care in your own community. Include specific example(s) using local hospitals or other health care providers to support the response.
4. Suggest a key action that senior health care leadership could take in the community in which you live to push the b ...
Benefits of Big Data in Health Care A Revolutionijtsrd
Lifespan of a normal human is increasing with the world population and it produces new challenge in health care. big data change the method of data management ,leverage data and analyzing data.with the help of big data we can reduces the costs of treatment, reducing medication and provide better treatment with predictive analytics. Health related data collected from various sources like electronic health record EHR ,medical imaging system, genomic sequencing, pay of records, pharmaceutical research , and medical devices, etc. are refers to as big data in healthcare. Dr. Ritushree Narayan ""Benefits of Big Data in Health Care: A Revolution"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd22974.pdf
Paper URL: https://www.ijtsrd.com/computer-science/data-miining/22974/benefits-of-big-data-in-health-care-a-revolution/dr-ritushree-narayan
This white paper offers a detailed perspective on how big data is impacting the healthcare industry and its underlying implication on the industry as a whole. It outlines the role of big data in healthcare, its benefits, core components and challenges faced by the healthcare sector towards full-fledged adoption & implementation.
Reply to the following two classmates’ posts. In your reply posts,.docxchris293
Reply to the following two classmates’ posts. In your reply posts, incorporate challenges you would anticipate for the proposals, as well as arguments to overcome those challenges. Each reply should be 200 to 400 words.
TURNITIN ASSIGNMENT (FREE OF PLAGIARISM)
POST # 1: Emily
Coordination of patient care plays an important role in positive health outcomes; however, it is becoming more of a challenge as the United States’ population is aging, diseases and treatments are becoming more complex and technological costs are rising (Seyedamini, et al., 2019, p. 6). This coordination of care is known as clinical integration, which can be defined as “the coordination of patient care across providers, settings and and time to achieve safe, effective, efficient and patient-focused care” (Regis College, n.d). Clinical integration has the potential to lower health care costs, improve efficiency and quality of care (Seyedamini, et al., 2019, p. 7).
However, in order to facilitate efficient clinical integration, providers need proper financing, cultural adaptation and supportive resources (Seyedamini, et al., 2019, p. 7). Challenges that providers and patients face with clinical integration include continuously updating of medical techniques, equipment and computer-based information systems, increased complexity of care making communication between providers more difficult, as well as increased insurance coverage under the Affordable Care Act causing a higher demand for providers (Shi & Singh, 2019, p. 138). According to Haughom (2017), our modern health care system requires “comprehensive care management systems” (para. 8). He states in addition to electronic medical records, providers need a system that contains the five core competencies of care management including, 1) data integration, 2) patient stratification and intake, 3) care coordination, 4) patient engagement, and 5) performance measurement.
Currently, there is a comprehensive smartphone system being developed that has yet to be fully launched known as FHIR (Fast Healthcare Interoperability Resources). This system would allow providers, researchers and patients to store and share medical information all in one place (Rae-Dupree, 2019, para. 3). This system would support clinical integration and simplify the current complex process of sharing data between providers and patients, which in turn could result in greater efficiency in healthcare delivery (Regis College, n.d). However, this system is still working on gaining support from providers and institutions. They are also facing challenges with how to properly protect patient information in the cyber world (Rae-Dupree, 2019, para. 24).
With newly developing technologies to improve clinical integration, such as FHIR, health care professionals must be properly trained and adhere to new systems to achieve the intended outcomes of improved quality of care and reduced costs. New delivery models being used to replac.
Building on the Report Analysis you completed in Week 4, create a 10.docxMikeEly930
Building on the Report Analysis you completed in Week 4, create a 10- to 12-slide PowerPoint® presentation of your analysis and recommendations.
Include the following in your presentation:
Effective visuals and design consistency as well as descriptions of these components as they apply to presentations and reports
Discussion of the best practices for oral and online presentations
Include detailed speaker notes.
For Local Campus students, these are 10- to 15-minute oral presentations accompanied by Microsoft® PowerPoint® presentations.
For Online and Directed Study students, these are Microsoft® PowerPoint® presentations with notes.
Submit your presentation using the Assignment Files tab.
.
Bullet In the BrainHow to date a brown girl (black girl, white.docxMikeEly930
Bullet In the Brain
How to date a brown girl (black girl, white girl, or halfie)
A Good Man is Hard to Find
Emergency
Read these 4 stories and construct a half-page response
Pay particular attention to Point Of View, which is the perspective the story is told from (1st person-"I was walking"; 2nd person-"You were walking..."; 3rd person- "She was walking"; 3rd person close- "She was walking. She wanted to meet him in the spot"; 3rd person omniscient- "She was walking. She wanted to meet him in the spot. He was there, waiting. He wanted to see her, too."); Voice, which is, for our purposes now, the type of language and personality employed by the narrator; and time (you'll see how time operates very strangely in "Bullet in the Brain"). Type it out, 12 point font, double spaced, Times New Roman. Also, come to class prepared to discuss
.
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In the modern era, there are few professions that do not to some extent rely on data. Stockbrokers rely on market data to advise clients on financial matters. Meteorologists rely on weather data to forecast weather conditions, while realtors rely on data to advise on the purchase and sale of property. In these and other cases, data not only helps solve problems, but adds to the practitioner’s and the discipline’s body of knowledge.
Of course, the nursing profession also relies heavily on data. The field of nursing informatics aims to make sure nurses have access to the appropriate date to solve healthcare problems, make decisions in the interest of patients, and add to knowledge.
In this Discussion, you will consider a scenario that would benefit from access to data and how such access could facilitate both problem-solving and knowledge formation.
To Prepare:
Reflect on the concepts of informatics and knowledge work as presented in the Resources.
Consider a hypothetical scenario based on your own healthcare practice or organization that would require or benefit from the access/collection and application of data. Your scenario may involve a patient, staff, or management problem or gap.
By Day 3 of Week 1
Post
a description of the focus of your scenario. Describe the data that could be used and how the data might be collected and accessed. What knowledge might be derived from that data? How would a nurse leader use clinical reasoning and judgment in the formation of knowledge from this experience?
By Day 6 of Week 1
Respond
to at least
two
of your colleagues
* on two different days
, asking questions to help clarify the scenario and application of data, or offering additional/alternative ideas for the application of nursing informatics principles.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
Will be posting additional discussion replies that will require two replies which will be included in this discussion post.
Each requires at least three references and all need to be in APA format.
Monicas discussion
Discussion #1- Initial Post
All healthcare workers are trained to share the common goal of providing the best quality of care to their patients. Regardless of what role one may serve on the multidisciplinary team, they all have an obligation to accurately assess the needs of the patient, to efficiently collect and record data, to contribute to diagnosing, and to treat/ evaluate properly. “Informatics blend technology and information to blend something new that people, organizations and society can make use of” (Laureate, 2018). Advancement in technologies such as, electronic health records (EHR), electronic medication administration records (EMARS), computerized physician order entry (COPOE) and.
Make sure it is in APA 7 format and at least 3-4 paragraphs and refe.docxendawalling
Make sure it is in APA 7 format and at least 3-4 paragraphs and references.
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.
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.
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.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
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 .
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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.
By Day 3 of Week 5
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.
By Day 6 of Week 5
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.
Click on the
Reply
button below to reveal the textbox for entering your message. Then click on the
Submit
button to post your message.
*Note:
Throughout this program, your fellow students are referred to as colleagues.
Michea Discussion ( in APA 7 format and at least 2-3 references)
With the fast growing pace of technological advancement in the health care sector, daily operations of the institution helps generate millions of data that over time needs proper channels of transmission, storage, processing, assimilation and utilization. Following from the vast amount of data generated, some of its benefits includes but is not limited to functioning as a pattern discovery aid with relation to the amount of variance or similarity in .
TOPIC 2AnthonyThe movie that I watched for this week, Cons.docxturveycharlyn
TOPIC 2:
Anthony:
The movie that I watched for this week, Constantine, would almost certainly have been censored. This movie explores some of things in religion that most God fearing individuals would rather not. The idea that an evil would threaten the very existence of mankind. Not to mention the way some of the demons and victims were killed or eliminated. The Motion Picture Production Code of 1930 or The Hays Code, established guidelines for movie producers. The following is a short explanation of his code:
The Code was based on three general principles: No picture shall be produced that will lower the moral standards of those who see it. Hence the sympathy of the audience should never be thrown to the side of crime, wrongdoing, evil or sin. Correct standards of life, subject only to the requirements of drama and entertainment, shall be presented. Law, natural or human, shall not be ridiculed, nor shall sympathy be created for its violation. These were developed in a series of rules grouped under the self-explanatory headings Crimes Against The Law, Sex, Vulgarity, Obscenity, Profanity, Costume, Dances (i.e. suggestive movements), Religion, Locations (i.e. the bedroom), National Feelings, Titles and "Repellent Subjects" (extremely graphic violence) (BFI. n.d.)
Constantine (2005) http://www.imdb.com/title/tt0360486/
BFI Screenonline: The Hays Code. (n.d.). Retrieved January 24, 2017, from http://www.screenonline.org.uk/film/id/592022/
Robert:
I'm pretty sure that "The Evil Dead" would have received an "X" rating upon release had it come out 50 years ago since "The Excorcist" had that rating upon its release. There is a parallel between the two since in both cases audiences became more likely to laugh at the scarier scenes than to be frightened by them. Both also had religious imagery that would be offensive to alot of people. Times have really changed since the late 1960s concerning the ratings system; films like "Midnight Cowboy" and "A Clockwork Orange" that had X ratings at one point would be very comfortably in the "R" category today.
· Write a four to five (4-5) page paper in which you:
1. Identify and analyze what you believe to be the most significant new technology requirements for the health care industry. Indicate how providers should approach the implementation of this new technology requirement that you have identified. Provide support for the response.
2. Analyze the basic technology underlying health care information systems. Argue that the need for technological innovation and / or modification is most pressing. Support the argument with examples.
3. Recommend an innovation / modification, and explain how the recommendation could improve the overall level of health care in your own community. Include specific example(s) using local hospitals or other health care providers to support the response.
4. Suggest a key action that senior health care leadership could take in the community in which you live to push the b ...
Benefits of Big Data in Health Care A Revolutionijtsrd
Lifespan of a normal human is increasing with the world population and it produces new challenge in health care. big data change the method of data management ,leverage data and analyzing data.with the help of big data we can reduces the costs of treatment, reducing medication and provide better treatment with predictive analytics. Health related data collected from various sources like electronic health record EHR ,medical imaging system, genomic sequencing, pay of records, pharmaceutical research , and medical devices, etc. are refers to as big data in healthcare. Dr. Ritushree Narayan ""Benefits of Big Data in Health Care: A Revolution"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd22974.pdf
Paper URL: https://www.ijtsrd.com/computer-science/data-miining/22974/benefits-of-big-data-in-health-care-a-revolution/dr-ritushree-narayan
This white paper offers a detailed perspective on how big data is impacting the healthcare industry and its underlying implication on the industry as a whole. It outlines the role of big data in healthcare, its benefits, core components and challenges faced by the healthcare sector towards full-fledged adoption & implementation.
Reply to the following two classmates’ posts. In your reply posts,.docxchris293
Reply to the following two classmates’ posts. In your reply posts, incorporate challenges you would anticipate for the proposals, as well as arguments to overcome those challenges. Each reply should be 200 to 400 words.
TURNITIN ASSIGNMENT (FREE OF PLAGIARISM)
POST # 1: Emily
Coordination of patient care plays an important role in positive health outcomes; however, it is becoming more of a challenge as the United States’ population is aging, diseases and treatments are becoming more complex and technological costs are rising (Seyedamini, et al., 2019, p. 6). This coordination of care is known as clinical integration, which can be defined as “the coordination of patient care across providers, settings and and time to achieve safe, effective, efficient and patient-focused care” (Regis College, n.d). Clinical integration has the potential to lower health care costs, improve efficiency and quality of care (Seyedamini, et al., 2019, p. 7).
However, in order to facilitate efficient clinical integration, providers need proper financing, cultural adaptation and supportive resources (Seyedamini, et al., 2019, p. 7). Challenges that providers and patients face with clinical integration include continuously updating of medical techniques, equipment and computer-based information systems, increased complexity of care making communication between providers more difficult, as well as increased insurance coverage under the Affordable Care Act causing a higher demand for providers (Shi & Singh, 2019, p. 138). According to Haughom (2017), our modern health care system requires “comprehensive care management systems” (para. 8). He states in addition to electronic medical records, providers need a system that contains the five core competencies of care management including, 1) data integration, 2) patient stratification and intake, 3) care coordination, 4) patient engagement, and 5) performance measurement.
Currently, there is a comprehensive smartphone system being developed that has yet to be fully launched known as FHIR (Fast Healthcare Interoperability Resources). This system would allow providers, researchers and patients to store and share medical information all in one place (Rae-Dupree, 2019, para. 3). This system would support clinical integration and simplify the current complex process of sharing data between providers and patients, which in turn could result in greater efficiency in healthcare delivery (Regis College, n.d). However, this system is still working on gaining support from providers and institutions. They are also facing challenges with how to properly protect patient information in the cyber world (Rae-Dupree, 2019, para. 24).
With newly developing technologies to improve clinical integration, such as FHIR, health care professionals must be properly trained and adhere to new systems to achieve the intended outcomes of improved quality of care and reduced costs. New delivery models being used to replac.
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Building on the Report Analysis you completed in Week 4, create a 10.docxMikeEly930
Building on the Report Analysis you completed in Week 4, create a 10- to 12-slide PowerPoint® presentation of your analysis and recommendations.
Include the following in your presentation:
Effective visuals and design consistency as well as descriptions of these components as they apply to presentations and reports
Discussion of the best practices for oral and online presentations
Include detailed speaker notes.
For Local Campus students, these are 10- to 15-minute oral presentations accompanied by Microsoft® PowerPoint® presentations.
For Online and Directed Study students, these are Microsoft® PowerPoint® presentations with notes.
Submit your presentation using the Assignment Files tab.
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Bullet In the BrainHow to date a brown girl (black girl, white.docxMikeEly930
Bullet In the Brain
How to date a brown girl (black girl, white girl, or halfie)
A Good Man is Hard to Find
Emergency
Read these 4 stories and construct a half-page response
Pay particular attention to Point Of View, which is the perspective the story is told from (1st person-"I was walking"; 2nd person-"You were walking..."; 3rd person- "She was walking"; 3rd person close- "She was walking. She wanted to meet him in the spot"; 3rd person omniscient- "She was walking. She wanted to meet him in the spot. He was there, waiting. He wanted to see her, too."); Voice, which is, for our purposes now, the type of language and personality employed by the narrator; and time (you'll see how time operates very strangely in "Bullet in the Brain"). Type it out, 12 point font, double spaced, Times New Roman. Also, come to class prepared to discuss
.
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Budgeting and Financial Management
Part 1
There is a mounting public awareness and focus on issues of financial accountability and control across the country today. The public is demanding businesses, government agencies, and public health organizations to adhere to high standards of integrity, accountability, and financial control.
Respond to the following questions in relation to financial management and budgeting:
In your opinion, should the same standards and expectations of financial accountability and control of private or for-profit corporations and businesses be placed on public health agencies? Why or why not?
What value, if any, do financial management and budgeting have for accountability and control of public health organizations?
Most marketing business professionals would agree that effective marketing messages should be clear, consistent, and compelling.
Consider the following statement:
All county health departments should use identical marketing strategies to market public health services.
Do you agree or disagree with this statement? Justify your responses with scholarly references and appropriate examples.
Part 2
Operations plans and organizational budgets are vital for organizations to meet their goals and objectives. Operations plans and budgets are closely intertwined and interdependent. Cross-departmental communication is required to plan, develop, and monitor the operations plans and organizational budget documents.
Respond to the following discussion points in relation to organizational budgets:
Why are operations plans and organizational budgets so closely linked?
Recommend strategies for cross communication at the planning, development, or monitoring phases of operations planning and budgeting
.
Building aswimmingpoolTaskWorkerCategoryPerson.docxMikeEly930
Building
a
swimming
pool
T
a
s
k
Worker
Category
Person
D
a
y
s
#
of
Workers
Elapsed
Time
(days)
Materials
($)
Excavate
Machine
Operator
6
2
0
1,500.00
Frame
the
walls
Masons
8
4
0
800.00
Install
Internal
Plumbing
Plumber
4
2
0
700.00
Install
Electricity
Electrician
2
2
0
500.00
Pour
concrete
Masons
4
2
4
2,000.00
Install
pump
and
filter
Plumber
1
1
0
3,000.00
Total
8,500.00
Category
Wage
Rate
$/Day
Electrician
200.00
Mason
160.00
Machine
Operator
120.00
P
lumb
er
200.00
Create
a
Gantt
chart
from
the
work
breakdown
structure.
Create
a
PERT/CPM
network
showing
the
interdependencies
of
the
different
activ
ities.
How
long
will
the project
take?
(Note:Don’t
forget
to
take
“elapsed
time”
into
account.)
Using
the
information
in
your
Gantt
chart,
as
well
as the
information
on
wage
rates and
cost
of
materials,
put
together
a
budget
showing
planned
total
expenditures
for
the
project.
Following
are cost
and
schedule
data
for aproject
that
is
underway.
Project
Cost
Data
Month
Planned
Actual
1
30
12
2
35
23
3
42
55
4
46
55
5
40
53
6
52
60
7
45
75
8
48
80
9
50
10
40
11
30
12
15
Project
Schedule
Data
Task
Planned
Starting
Month
Planned
Duration
(months)
A
c
t
u
al
starting
month
Actual
Duration
(mths)
A
1
2
2
3
B
2
3
3
5
C
4
3
6
3
so
far
D
6
5
7
2
so
far
E
8
4
Not
yet
begun
F
10
3
Not
yet
begun
Using
the cost
data
in
the
cost
table
above,
create
a
cumulative
cost
curve
comparing
actual
versus
planned
costs
Using
the
schedule
data
in
the
schedule
table
above,
create
a
Gantt
chart
comparing
actual
versus
planned
schedule
performance
Summarize
in
words
what
you
see
project
status
tobeatthis
time.
Whatdo
you
predict
regarding
thefinal costandfinal
schedule
for
the
project?
.
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Please respond to the following:
From the weekly readings and first e-Activity, take a position on whether personal mastery of the four (4) elements of emotional intelligence is possible, and ascertain the importance of such personal mastery to a public leader. Provide a rationale for your position.
From the weekly readings and second e-Activity, propose a plan that includes one (1) leadership theory, two (2) leadership styles, and two (2) leadership characteristics that you would use in order to motivate, communicate, and overcome opposition from staff and other stakeholders. Provide a rationale for your response.
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Briefly share with the class the issue analysis paper written in .docxMikeEly930
Briefly share with the class the issue analysis paper written in week 4 attached. Share one recommendation that you made for solving the problem.
Start a New Conversation
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Briefly share with the class the issue you wrote about in your Week 4 Issue Analysis and Application Paper. Also share
at least one recommendation you made for solving the problem you identified.
Describe three things you learned from the course that you will want to remember 5 years from now. These can be ideas, concepts, techniques, etc. that you think are memorable and will be useful in the future. This portion of the forum calls for you to reflect on what in the course was meaningful to you, and to articulate this beyond a list or summary of textbook chapter ideas.
Adult aging psychology is the course
Childhood conduct problems and adult criminality
Part I, Issue Analysis
This paper will focus on childhood conduct problems and adult criminality. In the paper
deficit disorders with or without hyperactivity (ADHD)
will be analyzed and how it causes criminal activity in adulthood.
According to past research, adult males are more affected by the ADHD compared to adult women. This paper will help us understand why this is the case. It is not in all cases that a child diagnosed with ADHD will be a criminal, but the occurrence rate of ADHD patients being criminals is considerably high. About 50% of children with the disorder ends up committing serious activities of crime and widens records of arrest.
Attention Deficit Disorders With or Without Hyperactivity (ADHD)
When a person has low
brain dysfunctions
or unusual cerebral structures he/she may experience explosive rage periods that may cause violent episodes, hence violent crimes. It is these brain dysfunctions that are diagnosed as ADHD that causes antisocial behavior. It is very common to find ADHD levels among criminal justice system offenders. About 25% of inmates in prison are diagnosed with ADHD with about 70% percent of prisoners exhibiting a considerable level of ADHD symptoms. Further, there is an association of ADHD with other conditions that increases levels of offending, including deficits in neuropsychological, low cognitive and academic skills, psychological problems, defiance and aggression and also truancy.
ADHD Characteristic Traits
A child with ADHD will have concentration problems, hyperactivity and will be impulsive. The child will not be able to sit still, control his/her behavior,
will have problems with
concentration. ADHD is classified into three
cat
e
gories
: Type one is called predominantly inattentive type. Children with this disorder
show difficulty
with focusing on school work, being organized, keeping track and paying attention. The second type is called the hyperactive-inattentive. Children with this type of disorder tend to twitch and squirm,
d
o not manage to.
Bronsen acquired a biblical manuscript in 1955.In 1962, he told .docxMikeEly930
Bronsen acquired a biblical manuscript in 1955.
In 1962, he told his sister Lila that he wanted Oklahoma A&M University to have this manuscript.
He dictated a note so stating and placed it with the manuscript.
He made some effort to have an officer of the college come for the manuscript.
In 1966, he delivered the manuscript to his sister, stating that he was afraid someone would steal it.
Later in the year, he told a third person that he was going to give the manuscript to the university.
In 1967, Bronsen was declared incompetent.
In 1969, his sister delivered the manuscript to the university.
In April 1970, Bronsen died, and his heirs sued the officers of the university to have title to the manuscript determined.
Decide if title passed from Bronsen to the university.
Discuss completely the relevant rules of law.
(Due: Thursday, 11 PM)
.
BrochureInclude the following in your resource (Hyperten.docxMikeEly930
Brochure:
Include
the following in your resource:
(Hypertension)
Identify the disease or subject of focus.
Identify the population.
Focus your information on the specific cultural beliefs of the population that you have chosen and how treatment and management of the disease might be affected by these aspects.
Explain how this disease and the management of it affect resources in society
.
BSBMKG607B Manage market research
Assessment Task 1
Procedure From the case study provided you are required to complete the following steps:
1. Develop guidelines reflecting organisational policy and procedures to be used for conducting research. These guidelines for research must provide information and guidance under the following headings:
OHS
Data privacy
Staff involvement
KPIs
Quality of data.
2. Meet with and commission a staff member (your assessor) to develop detailed work plans for how research will be undertaken, using the guidelines you have established. Make sure you agree on the format of the materials (print/electronic/oral, etc.) and a date for the provision of these materials.
When the staff member returns the plans to you, you will need to review the plans to identify the following and providing a written Work Plan Summary (document) – the steps below should be the main sections of your summary:
1. Resources: Identify all required resources to support the implementation of the plans by: a. creating a list of all required resources b. completing the Resource requisition/acquisition form provided for each resource.
2. Consultants: Identify preferred consultants by: a. describing requirements for external consultants within the project plan b. detailing selection criteria for selection of external consultants c. identifying which consultant/s from the preapproved list is/are suitable.
3. Providers and suppliers: Identify preferred providers and suppliers by:
describing requirements for goods and services within the project plan
detailing selection criteria for selection of providers and suppliers
identifying which providers and suppliers from the preapproved list is/are suitable.
Task Specifications You must provide:
A written Organisational Guidelines for Conducting Research (Step 1)
A brief written summary of your meeting with the staff member you commissioned for research (Step 2)
A written Work Plan Summary (Steps 3-5) with completed acquisition forms.
Your assessor will be looking for: • Evidence that you have examined the case study and reviewed organisational requirements to develop market research plans. Distance-based learners: • Complete assessment as per instructions, except the meeting with your staff member (the assessor) will be via phone or Skype or other live telephone or video medium.
.
Briefly provide an overview of Sir Robert Peel’s contributions to po.docxMikeEly930
Briefly provide an overview of Sir Robert Peel’s contributions to policing.
Note: The essay response given should reflect upper-level undergraduate writing in accordance with current APA standards. The essay response is to include in-text citation(s) in proper APA format. In-text citations are to correspond to a source in proper APA format listed after the essay response.
.
Brain-Based Innovative Teaching and Learning Strategies Chapter .docxMikeEly930
Brain-Based Innovative Teaching and Learning Strategies
Chapter Six of the textbook (Willis & Mitchell, 2014) discussed strategies to increase active participation and responsive students in the classroom. One barrier to active participation and responsive engagement is “mistake fear.” After reading the textbook, describe a time when you experienced mistake fear. As you describe your experience, think of the description as a picture you need to paint with vivid details to help us understand your experience. After describing the experience in detail, use the strategies suggested in the textbook to discuss how you can help students (through instructional design or facilitation/teaching) who may also experience this phenomenon (mistake fear).
.
Brief Exercise 4-2Brisky Corporation had net sales of $2,400,000 a.docxMikeEly930
Brief Exercise 4-2
Brisky Corporation had net sales of $2,400,000 and interest revenue of $31,000 during 2014. Expenses for 2014 were cost of goods sold $1,450,000; administrative expenses $212,000; selling expenses $280,000; and interest expense $45,000. Brisky’s tax rate is 30%. The corporation had 100,000 shares of common stock authorized and 70,000 shares issued and outstanding during 2014. Prepare a single-step income statement for the year ended December 31, 2014.
(Round earnings per share to 2 decimal places, e.g. 1.48.)
BRISKY CORPORATION
Income Statement
For the Year Ended December 31, 2014
$
$
$
$
$
$
$
$
:
:
$
[removed]
Brief Exercise 18-2
Adani Inc. sells goods to Geo Company for $11,000 on January 2, 2014, with payment due in 12 months. The fair value of the goods at the date of sale is $10,000.
Prepare the journal entry to record this transaction on January 2, 2014.
(Credit account titles are automatically indented when amount is entered. Do not indent manually.)
Date
Account Titles and Explanation
Debit
Credit
Jan. 2, 2014
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
How much total revenue should be recognized on this sale in 2014?
Total revenue
$
[removed]
Brief Exercise 18-5
Jansen Corporation shipped $20,000 of merchandise on consignment to Gooch Company. Jansen paid freight costs of $2,000. Gooch Company paid $500 for local advertising, which is reimbursable from Jansen. By year-end, 60% of the merchandise had been sold for $21,500. Gooch notified Jansen, retained a 10% commission, and remitted the cash due to Jansen.
Prepare Jansen’s entry when the cash is received.
(Round answers to 0 decimal places, e.g. 1,525. Credit account titles are automatically indented when amount is entered. Do not indent manually.)
Account Titles and Explanation
Debit
Credit
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
(
To record the cash remitted to Jansen.
)
[removed]
[removed]
[removed]
[removed]
[removed]
[removed]
(To record the cost of inventory sold on consignment.)
Brief Exercise 18-6
Telephone Sellers Inc. sells prepaid telephone cards to customers. Telephone Sellers then pays the telecommunications company, TeleExpress, for the actual use of its telephone lines. Assume that Telephone Sellers sells $4,000 of prepaid cards in January 2014. It then pays TeleExpress based on usage, which turns out to be 50% in February, 30% in March, and 20% in April. The total payment by Telephone Sellers for TeleExpress lines over the 3 months is $3,000.
Indicate how much income Telephone Sellers should recognize in January, February, March, and April.
January income
$
[removed]
February income
$
[removed]
March income
$
[removed]
April income
$
[removed]
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Both Germany and Finland, among a large number of other nation state.docxMikeEly930
Both Germany and Finland, among a large number of other nation states, have far more government regulations of business and much higher tax rates than does the United States. (The U.S. tax burden on its citizens ranks a quite low 215th among the world's countries.) Yet, both Germany and Finland among a large number of countries have higher rates of growth in GDP since 1995 than does the U.S. What does this reveal to you? (IMPORTANT hint: This has nothing (!!) at all to do with the size or scale of the respective economies.)
.
Brief Exercise 5-2
Koch Corporation’s adjusted trial balance contained the following asset accounts at December 31, 2014: Cash $7,000; Land $40,000; Patents $12,500; Accounts Receivable $90,000; Prepaid Insurance $5,200; Inventory $30,000; Allowance for Doubtful Accounts $4,000; Equity Investments (trading) $11,000.
Prepare the current assets section of the balance sheet.
(List Current Assets in order of liquidity.)
Koch Corporation
Balance Sheet (Partial)
December 31, 2014
:
$
$
(b)
Treasury Stock.
(c)
Common Stock.
(d)
Dividends Payable.
(e)
Accumulated Depreciation-Equipment.
(f)(1)
Construction in Process (Constructed for another party).
(f)(2)
Construction in Process (Constructed for the use of
Deep Blue Something, Inc.
).
(g)
Petty Cash.
(h)
Interest Payable.
(i)
Deficit.
(j)
Equity Investments (trading).
(k)
Income Taxes Payable.
(l)
Unearned Subscription Revenue.
(m)
Work in Process.
(n)
Salaries and Wages Payable.
Exercise 5-4
Assume that Denis Savard Inc. has the following accounts at the end of the current year.
1.
Common Stock
14.
Accumulated Depreciation-Buildings.
2.
Discount on Bonds Payable.
15.
Cash Restricted for Plant Expansion.
3.
Treasury Stock (at cost).
16.
Land Held for Future Plant Site.
4.
Notes Payable (short-term).
17.
Allowance for Doubtful Accounts.
5.
Raw Materials
18.
Retained Earnings.
6.
Preferred Stock (Equity) Investments (long-term).
19.
Paid-in Capital in Excess of Par-Common Stock.
7.
Unearned Rent Revenue.
20.
Unearned Subscriptions Revenue.
8.
Work in Process.
21.
Receivables-Officers (due in one year).
9.
Copyrights.
22.
Inventory (finished goods).
10.
Buildings.
23.
Accounts Receivable.
11.
Notes Receivable (short-term).
24.
Bonds Payable (due in 4 years).
12.
Cash.
25.
Noncontrolling Interest.
13.
Salaries and Wages Payable.
Prepare a classified balance sheet in good form.
(List Current Assets in order of liquidity. For Land, Treasury Stock, Notes Payable, Preferred Stock Investments, Notes Receivable, Receivables-Officers, Inventory, Bonds Payable, and
Restricted Cash, enter the account name only and do not provide the descriptive information provided in the question.)
Denis Savard Inc.
Balance Sheet
December 31, 20―
Assets
:
:
$XXX
XXX
:
$XXX
Liabilities and Stockholders' Equity
$XXX
:
XXX
XXX
XXX
:
XXX
Exercise 5-7
Presented below are selected accounts of Yasunari Kawabata Company at December 31, 2014.
Inventory (finished goods)
$ 52,000
Cost of Goods Sold
$2,100,000
Unearned Service Revenue
90,000
Notes Receivable
40,000
Equipment
253,000
Accounts Receivable
161,000
Inventory (work in process)
34,000
Inventory (raw materials)
207,000
Cash
37,000
Supplies Expense
60,000
Equity Investments (short-term)
31,000
Allowance for Doubtful Accounts
12,000.
Briefly describe how the following tools can be Applied to a psychol.docxMikeEly930
Briefly describe how the following tools can be Applied to a psychological Skills Training program. Then select your two favorite and explain why these particular tools are special.
Psychological Skills Training Tools:
Attentional Control
Attribution Training
Feedback
Goal-setting
Imagery
Pre-performance Routine
Relaxation
Self-talk
.
Branding ConceptsBranding is one of the marketing-orig.docxMikeEly930
Branding Concepts
Branding is one of the marketing-originated concepts, while marketing often adapted the theories from other disciplines (i.e., economics, finance, management, psychology, sociology, etc.). It is very meaningful to further study various branding concepts as a closing assignment in this marketing principle course.
In this assignment, you will research some of the core branding concepts using various information sources (e.g., our textbook, other books, online sources, etc.) in two folds:
the definition of concept and
at least, one or two examples of
business practices
or
consumer behaviors
with regards to each concept.
Here is a list of the concepts. AT LEAST, you need to address all these concepts. I strongly encourage you to find other branding-related concepts from your own investigation in this report.
Branding Concepts
What is brand?
What is branding?
Brand elements
Brand identity
Brand association
Brand extension
Brand termination
Rebranding
Family brand vs. Individual brand
Cobranding
Ingredient branding
National brand vs. Private brand
How to measure Brand value?
.
Briefly discuss the key phases of the SDLC methodology.Discuss the.docxMikeEly930
Briefly discuss the key phases of the SDLC methodology.
Discuss the alternative approaches of SDLC and the benefits of alternatives.
Compare and contrast the three major ERP implementation categories.
What is ERP implementation methodology? Give examples.
What is the role of change management in the ERP life cycle?
Part 2:
Create two charts or diagrams that illustrate the major differences between ERP life cycle and SDLC.
.
Briefly describe a time when you received a job description and fe.docxMikeEly930
Briefly describe a time when you received a job description and felt that it didn't match your daily responsibilities. What part of the job description was the most inconsistent? Give specific example/s. What would you have suggested to your supervisor to resolve the issue? What can you take from this experience and apply towards your future career?
2-3 paragraphs, cite sources,
Human Resources is future career!!
.
Briefly discuss the meaning of the so-called social contract. In.docxMikeEly930
Briefly discuss the meaning of the so-called
social contract.
In doing so, speak about political philosophers such as John Locke, Thomas Hobbes, and Jean-Jacques Rousseau. Also, speak to federalism and the three levels of policing in the United States.
Note: The essay response given should reflect upper-level undergraduate writing in accordance with current APA standards. The essay response is to include in-text citation(s) in proper APA format. In-text citations are to correspond to a source in proper APA format listed after the essay response.
.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
How to Create Map Views in the Odoo 17 ERPCeline George
The map views are useful for providing a geographical representation of data. They allow users to visualize and analyze the data in a more intuitive manner.
We all have good and bad thoughts from time to time and situation to situation. We are bombarded daily with spiraling thoughts(both negative and positive) creating all-consuming feel , making us difficult to manage with associated suffering. Good thoughts are like our Mob Signal (Positive thought) amidst noise(negative thought) in the atmosphere. Negative thoughts like noise outweigh positive thoughts. These thoughts often create unwanted confusion, trouble, stress and frustration in our mind as well as chaos in our physical world. Negative thoughts are also known as “distorted thinking”.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
The Indian economy is classified into different sectors to simplify the analysis and understanding of economic activities. For Class 10, it's essential to grasp the sectors of the Indian economy, understand their characteristics, and recognize their importance. This guide will provide detailed notes on the Sectors of the Indian Economy Class 10, using specific long-tail keywords to enhance comprehension.
For more information, visit-www.vavaclasses.com
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Theory of Human Caring on APN Role Student PresentationWeb Page
1. Theory of Human Caring on APN Role Student Presentation
Web Page
Assignment Prompt
Explore the influence of Jean Watson’s Theory of Human
Caring on your future role as an APN. The student will explore
the concepts and Caritas processes from the Theory of Human
Caring and present how these concepts may impact their future
APN role.
Directions:
1. The student will create a PowerPoint and include speaker
notes that may be added to the speaker note section on each
slide.
2. The presentation should be limited to no more than 10 slides.
See suggested slides below.
3. If you are unfamiliar with Dr. Watson's theory see this
overview.
A suggested outline for the presentation may include the
following slides:
Slide 1 - Introduction to yourself and future planned APN role
and practice
Slide 2 - Previous experience with Watson’s Theory of Human
Caring
Slide 3 - Core Concepts of the Theory Applicable to the APN
role
Slide 4 - Core Concepts of the Theory Applicable to the APN
role (as needed)
Slide 5 - Five Carative Factors or Caritas Processes You Plan to
Use in the APN Role
Slide 6 - Five Carative Factors or Caritas Processes You Plan
to Use in the APN Role (as needed)
Slide 7 - What Does the Theory of Human Caring Mean to You
Slide 8 - APN Implications of Theory of Human Caring
2. Slide 9 - Summary/Main Points
Slide 10 - Reference
Expectations
· Format: PPT Presentation with Speaker Notes
· Length: 10 Slides, maximum
· Plagiarism free.
· Turnitin receipt.
· Please reply to the two-discussion post below.
· APA Format with intext citation
· Each post must have two scholarly references
· 180-to-200-word count minimal
· Make it sound personal
Keyandra W
Discussion 1
Top of Form
Under the healthcare context, big data (BD) signifies immense
volumes of data resulting from the adoption of digital tools that
gather patients' data and help direct hospital performance.
Globally, healthcare systems are increasingly facing incredible
challenges due to disability and the aging population, patients'
expectations, and increased technology use. The increasing use
of BD can help clinicians meet these goals unprecedentedly.
The potential of BD in the medical industry relies on the ability
to turn high data volumes into actionable knowledge and detect
patterns for decision-maker and precision medicine. The use of
BD in healthcare contributes towards ensuring patients' safety
in several contexts. Evidence bolsters that EHRs can become a
vital tool for communication across healthcare teams and a
valuable information hub when implemented well (Pastorino et
al., 2019). However, the process towards the use of BD
3. requires interdisciplinary collaboration and adapt performance
and design of the systems. Additionally, the proliferating use of
big data requires the healthcare teams to build technological
infrastructure to invest in human capital and cover and house
the massive volumes of medical care data to guide people into
the novel frontier of health and wellbeing. Therefore,
appropriate data analysis tools and software can be employed to
determine themes and trends in BD. It would then serve as
actionable information to guide multiple advancements,
including value-based healthcare, better care outcomes,
improved safety, and cost reduction.
I have noticed the massive use of BD in our medical
facility. While human factors, staff training, and workflow
strategies play a pivotal role in helping the hospitals prevent
medication errors, pressure ulcers, falls, and infections, BD
analytical tools are gaining prominence in the digital care age.
Prevention and prediction are the primary goals for patient
safety experts to reduce the pervasiveness of hospital -acquired
conditions and avoid adverse events (Catalyst, 2018). The
healthcare team realized that when machine learning and
predictive analysis are input from bedside devices and applied
to electronic health records data, the clinicians can access
powerful clinical decision support to prevent costly adverse
events and catch up with human errors. However, the use of BD
comes with multiple challenges, including budget constraints,
health information privacy, data security, diversity in data
contexts, and data siloes. The target approaches can help
address these challenges. For instance, presenting the data in
the same format, type, and context can facilitate the process
efforts (Suter-Crazzolara, 2018). Despite these risks, BD is
crucial for the medical system to deliver evidence-based
information to inform clinical decision-making and improve the
clinical systems' performances.
Shannon S
Discussion 2
4. Top of Form
Big data takes part in an extensive process of how health care is
practiced today, and by gaining a greater understanding of how
it affects all
aspects of provided care, it can be an asset to patients(Wang et
al., 2018). One example of the benefits of using big data in
health care today is
monitoring the use of opioids by preventing overdoses and
addiction. By integrating information from insurance
companies and pharmacies on
opioid use and prescribing histories, there is the ability to
create a risk assessment and predictor of an individual who may
misuse or are at risk of
overdose (datapine, 2020). A few assets of this gathered data
on opioids, there are better predictions of patients predisposed
to addiction, who
are currently misusing opioids and prescribing practices that
can be followed (Eckardt et al., 2020).
A challenge or risk for big data is the necessity of keeping
patient information private. Current systems monitor the secure
data where patient
information is stored and used. However, there are still
possibilities of one's data being compromised, and the inability
to share information
across state lines is difficult in direct patient care (Murdoch,
2021).
One potential challenge in my experience and living in
Phoenix, Az, is the snowbird population. Patients live part-time
here and part-time in
other states. This creates a disconnect between state lines and
continuity of care. Creating an infrastructure database that
crosses state lines and
promotes more efficient and current medical records of the
traveling patient enables a more accurate "real-time" snapshot
of the patient needing
5. care (Bourgeois et al., 2018). Although this can have a high
cost associated with creating such files, in the long run, it will
be cost-efficient and
make an impact on the ease of patient care across state lines.
Bottom of Form
Bottom of Form