FACTORS THAT AFFECT US HEALTH CARE IN THE FUTURE 9
The factors that may affect US health care in the future
Jack Alcineus
PM 730
Long Island University
Dr. Simone Martin
Introduction
The global health care industry has been growing fast in recent years, and the trend seems to go on perpetually. In the United States, expenditure on health care is in excess of 15% of the national gross domestic product (GDP). This, according to Deloitte, is the highest amount of expenditure on health care the world over. Further, the United States has a large population of people under insurance where only 15% do not have insurance. To be sure, an American either has private insurance or is covered by government-funded programs like the one fronted by the Affordable Care Act (ACA). This is quite necessary for a country where a single major medical bill is enough to send one into personal bankruptcy.
Interestingly, most of the American population is entering the geriatric phase of life fueled by the aging baby boomers. Further, Ikegami (2015) wrote that the US health care system is in the process of shifting from the situation where only the volume of patients treated mattered. This system relied on fees for service and which gave healthcare providers the revenue incentive to reach more patients. To be sure, the healthcare sector is shifting a value-based system where the value delivered to the patient will take center stage (Burwell, 2015).
Therefore, it is apparent that the healthcare sector will experience fundamental changes in terms of quality of service, a volume of people accessing healthcare services and the general healthcare situation across all the 50 states. In this light, this paper intends to highlight factors that will affect healthcare in the future and in what direction will these factors move the sector in general.
Demographic and social factors
The US might be among the developed economy countries that are aging the slowest but the population is still graying. In 2010, Pew Research Center said that 13% of Americans were 65 years of age or older. At the same time, the firm projected that this cohort would grow up to take up 18% of the American population by 2030 (Cohn & Taylor, 2014, April 10). Once people get older, their productivity drops significantly and they begin to experience a lot more medical complications than before.
To be sure, the aging population will add a huge strain to the healthcare sector in terms of geriatric care as well as complications tied to old age. Once a nation has a huge population of old people, there will be a high demand of healthcare services which, basically, imply that healthcare providers will be on high demand (Keehan, Stone, Poisal, Cuckler, Sisko, Smith... & Lizonitz, 2017). Interestingly, the increased demand will also lead to a higher demand for labor force in the sector to carry out duties like geriatric care, to provide physical therapy and other tasks like providing aid for ol.
This research paper outlines the idea of cost-effective health care, which minimizes 'unnecessary' patients tests and procedures that do not improve patient outcomes. The analysis focused on examining current trends in cost-effective health care, the rise of modern medical technologies involved in cost-effective health care, and the benefits of the U.S. implementing a cost-effective health care system. Mrs. McCallister and Dr. Pahwa were instrumental in the formation of this paper.
Respond to 2 students 250 words each and include a reference with ea.docxmackulaytoni
Respond to 2 students 250 words each and include a reference with each about Electronic Medical Records now and in the year 2025...
Student#1
After reading all 4 scenarios for primary care, by 2025 and reading several articles. I believe the U.S. healthcare system will represent scenarios 1 and scenarios 4 due to the rapid changes in technology. With the electronic health records (EHR) and new technologies emerging this will improve quality of care, while reducing cost, and by allowing patients to monitor, record, and participate in their own preventive care, progress, and which will produce better outcome for each individual needs (Ginter, P.M.; Duncan, W.J.; Swayne, L.E. 2013). New technology will make it easier for patients to address their questions and concern by phone or online access to their physician directly.
Based on today’s issue due to cuts in the federal health care spending, Medicare restricting payments to hospitals that perform sufficient amount of surgical procedures where this is known to result in better outcomes, and the global debit crisis which has put the country in a recession with healthcare being hit the harder due to millions of Americans are still uninsured, employees are paying higher premium and out of pocket for health care has contributed to the lack of affordable health insurance, and high quality of care (Ward, M.; Daniels, S.A.; Walker. G.J.; and Duckett, S. 2007).
Even though physicians are more likely to receive a financial incentive for improving on the quality of care while controlling the volume of service they provide and deliver (Ward, M.: Daniels, S.A.; Walker, G.J.; and Duckett, S. 2007).
In my scenarios in health care in 2025 will be due to people are starting to live, longer, and healthy lives due to becoming more involved in their own preventive care by changing their eating habits and exercising more. I believe within the next 10 to 15 years that majority of Americans will receive free preventive maintain services; safer hospitals; ability to access their own medical records; more affordable health care with lower increases in insurance premiums; more information about prices on diagnosis codes, procedures codes, and quality of care (Ezekiel, E. 2014). With Electronic health records (EHR) and new technology emerging with be a major tool in helping patients monitor their own blood pressure, glucose levels, and participate more in their own health care while increasing patient contact by phone, email, or online with their personal physicians without having to wait for hours for a response. There concerns can be addressed more quickly.
Student#2
Hea
l
thcare
has come a long way in such a short period of time and will continue on this model of rapid growth within the next few years as well. This is not only to the medical breakthroughs and
te
ch
niques
which are utilized but also the health care field and client based experiences which patients rely on. These changes encompass
access
i
b.
1) By 2025, the US healthcare system will represent scenarios where rapid technological changes improve quality of care and reduce costs through electronic health records and patients monitoring their own preventive care.
2) Widespread use of electronic health records and telemedicine will allow patients to easily access their medical records and contact physicians online or by phone.
3) Increased patient involvement in preventive care through lifestyle changes and new technologies, along with more affordable healthcare options, will lead to Americans living longer, healthier lives by 2025.
1) By 2025, the US healthcare system will represent scenarios where rapid technological changes improve quality of care and reduce costs through electronic health records and patients monitoring their own preventive care.
2) Widespread use of electronic health records and telehealth will allow patients to easily access their medical records and contact physicians online or by phone without long wait times.
3) Increased patient involvement in preventive care through healthy lifestyle changes and new technologies monitoring health will lead to longer, healthier lives in 2025.
The document discusses how healthcare is shifting from a hospital-centric model to a more distributed, data-rich and consumer-centric model driven by emerging technologies like the Internet of Things. Key factors driving this change include an aging global population, rising chronic diseases, and workforce shortages. The integration of data from various medical devices, health apps and other sources could help address inefficiencies but requires standards. The document outlines several policy principles around data standards, regulation, reimbursement and privacy to help unlock the potential of IoT and virtual care models to improve outcomes and reduce costs.
The document discusses several topics related to the future of healthcare, including:
1) How technology will continue to transform healthcare over the next decade through advances like artificial intelligence, digital technologies, and remote patient monitoring.
2) Key trends in the next 10 years including more patients, more technology, more information, and a shift to the patient as the ultimate consumer.
3) The roles of different healthcare professionals may change as technology advances, but nurses will still be needed to integrate data and apply their experience and skills.
4) Policies around healthcare access and coverage will also impact the future system, and replacement plans need to consider coverage for vulnerable groups.
Big data in healthcare has grown exponentially as more medical data is collected through new technologies and electronic health records. By analyzing huge datasets, big data can help reduce trial-and-error medicine and lower costs. It enables more personalized healthcare by combining different sources of medical data. While big data may revolutionize healthcare through customized care and reduced costs, issues around privacy, security, and data management need to be addressed for its full potential to be realized.
This research paper outlines the idea of cost-effective health care, which minimizes 'unnecessary' patients tests and procedures that do not improve patient outcomes. The analysis focused on examining current trends in cost-effective health care, the rise of modern medical technologies involved in cost-effective health care, and the benefits of the U.S. implementing a cost-effective health care system. Mrs. McCallister and Dr. Pahwa were instrumental in the formation of this paper.
Respond to 2 students 250 words each and include a reference with ea.docxmackulaytoni
Respond to 2 students 250 words each and include a reference with each about Electronic Medical Records now and in the year 2025...
Student#1
After reading all 4 scenarios for primary care, by 2025 and reading several articles. I believe the U.S. healthcare system will represent scenarios 1 and scenarios 4 due to the rapid changes in technology. With the electronic health records (EHR) and new technologies emerging this will improve quality of care, while reducing cost, and by allowing patients to monitor, record, and participate in their own preventive care, progress, and which will produce better outcome for each individual needs (Ginter, P.M.; Duncan, W.J.; Swayne, L.E. 2013). New technology will make it easier for patients to address their questions and concern by phone or online access to their physician directly.
Based on today’s issue due to cuts in the federal health care spending, Medicare restricting payments to hospitals that perform sufficient amount of surgical procedures where this is known to result in better outcomes, and the global debit crisis which has put the country in a recession with healthcare being hit the harder due to millions of Americans are still uninsured, employees are paying higher premium and out of pocket for health care has contributed to the lack of affordable health insurance, and high quality of care (Ward, M.; Daniels, S.A.; Walker. G.J.; and Duckett, S. 2007).
Even though physicians are more likely to receive a financial incentive for improving on the quality of care while controlling the volume of service they provide and deliver (Ward, M.: Daniels, S.A.; Walker, G.J.; and Duckett, S. 2007).
In my scenarios in health care in 2025 will be due to people are starting to live, longer, and healthy lives due to becoming more involved in their own preventive care by changing their eating habits and exercising more. I believe within the next 10 to 15 years that majority of Americans will receive free preventive maintain services; safer hospitals; ability to access their own medical records; more affordable health care with lower increases in insurance premiums; more information about prices on diagnosis codes, procedures codes, and quality of care (Ezekiel, E. 2014). With Electronic health records (EHR) and new technology emerging with be a major tool in helping patients monitor their own blood pressure, glucose levels, and participate more in their own health care while increasing patient contact by phone, email, or online with their personal physicians without having to wait for hours for a response. There concerns can be addressed more quickly.
Student#2
Hea
l
thcare
has come a long way in such a short period of time and will continue on this model of rapid growth within the next few years as well. This is not only to the medical breakthroughs and
te
ch
niques
which are utilized but also the health care field and client based experiences which patients rely on. These changes encompass
access
i
b.
1) By 2025, the US healthcare system will represent scenarios where rapid technological changes improve quality of care and reduce costs through electronic health records and patients monitoring their own preventive care.
2) Widespread use of electronic health records and telemedicine will allow patients to easily access their medical records and contact physicians online or by phone.
3) Increased patient involvement in preventive care through lifestyle changes and new technologies, along with more affordable healthcare options, will lead to Americans living longer, healthier lives by 2025.
1) By 2025, the US healthcare system will represent scenarios where rapid technological changes improve quality of care and reduce costs through electronic health records and patients monitoring their own preventive care.
2) Widespread use of electronic health records and telehealth will allow patients to easily access their medical records and contact physicians online or by phone without long wait times.
3) Increased patient involvement in preventive care through healthy lifestyle changes and new technologies monitoring health will lead to longer, healthier lives in 2025.
The document discusses how healthcare is shifting from a hospital-centric model to a more distributed, data-rich and consumer-centric model driven by emerging technologies like the Internet of Things. Key factors driving this change include an aging global population, rising chronic diseases, and workforce shortages. The integration of data from various medical devices, health apps and other sources could help address inefficiencies but requires standards. The document outlines several policy principles around data standards, regulation, reimbursement and privacy to help unlock the potential of IoT and virtual care models to improve outcomes and reduce costs.
The document discusses several topics related to the future of healthcare, including:
1) How technology will continue to transform healthcare over the next decade through advances like artificial intelligence, digital technologies, and remote patient monitoring.
2) Key trends in the next 10 years including more patients, more technology, more information, and a shift to the patient as the ultimate consumer.
3) The roles of different healthcare professionals may change as technology advances, but nurses will still be needed to integrate data and apply their experience and skills.
4) Policies around healthcare access and coverage will also impact the future system, and replacement plans need to consider coverage for vulnerable groups.
Big data in healthcare has grown exponentially as more medical data is collected through new technologies and electronic health records. By analyzing huge datasets, big data can help reduce trial-and-error medicine and lower costs. It enables more personalized healthcare by combining different sources of medical data. While big data may revolutionize healthcare through customized care and reduced costs, issues around privacy, security, and data management need to be addressed for its full potential to be realized.
Health care has undergone many changes within in the last few years. This presentation identifies the 5 macro-trends associated with the future of health care in the United States.
Big data has the potential to significantly impact healthcare and medicine by enabling the discovery of patterns within vast amounts of data. For the first time, adequate computing power and machine learning algorithms exist to analyze both structured and unstructured data at scale. This could lead to innovations like predicting disease outbreaks from search engine or social media data, and more personalized medical treatment based on a patient's individual risk factors and data patterns over time. However, big data in healthcare remains roughly defined and raises concerns around data privacy and security that must be addressed. If these challenges can be overcome, big data may help fuel major advances in areas like predictive medicine, medical decision support, and a shift towards more proactive and customized care models focused on the patient.
1) Wearable technologies can help create a more individualized and preventative approach to healthcare that significantly reduces costs by monitoring vital signs and activity levels in real-time.
2) Sharing health data from wearables with doctors and insurers allows for timely feedback and treatment while also incentivizing individuals to engage in preventative care through rewards programs.
3) However, using wearable data in healthcare raises privacy issues that must comply with regulations like HIPAA, and organizations collecting and sharing health data could face legal liabilities depending on how the data is used and interpreted.
Evolution of Health Care Paper and TimelineThere are specifi.docxSANSKAR20
Evolution of Health Care Paper and Timeline
There are specific trends from manual to electronic operations in the health care facilities, healthcare providers and similar businesses operators. The evolution has taken place within the health care providers, administrative data and the insurance plans as well. The health care industries have automated several procedures such as the supply of drugs and accurate record keeping (Loker 2012). Electronic health care uses sophisticated technology unlike the manual one; this advanced technology has been applied in the provision of health care all over the world hence saving both time and cost It has also widened and perfected the scope of operation.
How has this change impacted the quality of care?
The change to electronic medical records has proven to be successful and helpful in providing quality patient care. Some ways that it has helped is improving patient care, increasing patient participation, improved care coordination, improved diagnostic and patient outcomes, and practice efficiencies and cost savings. (HealthIT.gov). Patients are able to be more involved in the patient care process and are able to access to their records which was not possible in the past. The transporting of records from one physician to another is much quicker now because it can be done by a click of a button. When needing to send a patient to a specialist or when getting an authorization for a patient’s recommended treatment can be done a lot quicker as well. This is speeding up the process in being able to provide quick and quality care so the patient does not need to wait as long as they would have had to in the past.
Percentage of physicians whose electronic health records provided selected benefits
(HealthIT.gov)
Electronic medical records has proven to be a good thing for both the medical provider as well as the patient and it has decreased the wait times to results or any potential errors and enhanced patient care.
Did Societal beliefs and values influence this change? Why or why not?
The health care delivery system in our country has its roots in the beliefs and values of the people (Shi & Singh, 2012). The firm belief in technological innovations leads to higher expectations of people, which has fueled the growth in technological innovations. The culture of individualism has led the medical practice to keep the individual healthy. Patients tend to evaluate the institutions by their acquisition of advanced technology. The expectation of Americans on what technology can do to cure illness is higher compared to the Canadians and Germans (Shi & Singh, 2012, p. 168). The societal beliefs and values impact not only the structure of health care delivery but also the training of health care providers.
The use of EHRs provided access to patients’ records on demand and have improved the quality of health care (Shi & Singh, 2012). Although the EHRs were to improve the quality of health care delivery, many ...
This document discusses never events in healthcare facilities. As never events increase, patient safety decreases, forcing healthcare facilities to improve safety and reduce medical errors. It is important for patients to be aware of never events so they know how to respond if one affects them. Never events can damage patient trust in healthcare organizations and cause insurers to hold facilities financially responsible for costs associated with never events. Motivating safety policies can reduce spending due to medical errors.
11 minutes agoJessica Dunne RE Discussion - Week 3COLLAPS.docxdrennanmicah
11 minutes ago
Jessica Dunne
RE: Discussion - Week 3
COLLAPSE
Top of Form
NURS 6050C: Policy and Advocacy for Improving Population Health
INITIAL POST
Economic Challenges of Healthcare Policy
The economics of the healthcare system in the United States is complex and fragmented. Costs associated with care and the prices healthcare consumers pay are determined by a wide variety of factors making it extremely difficult to find a one size fits all solution. Knickman and Kovner (2015) argue that healthcare is neither a commodity or a service, because of the high variabilities in need, cost, and consumption. The United States spends 80% of all healthcare revenue on just 20% of the population. Health insurance can be provided by the government, the private sector, or an employer. Some citizens do not have any form of healthcare coverage. Regardless of type, insurance coverage generally only pays a portion of the total healthcare cost leaving the consumer to pay the remaining balance. Moreover, reimbursement standards differ for facilities and providers. The government reimburses healthcare facilities, such as hospitals a fixed amount per patient, which creates a higher incentive to work efficiently. Healthcare providers, on the other hand, are reimbursed based on a fee for service model, meaning the more services they provide, the more money they are reimbursed (Knickman & Kovner, 2015).
Reindart (2010) maintains the passage of the Affordable Care Act (ACA) created more strain on the system by adding approximately 30 million uninsured Americans to the market. The projected cost to provide such coverage is around 8 billion to 1 trillion dollars over the next decade. However, the estimated expense of healthcare with no legislative intervention is 35 trillion dollars over the next decade (Reindart, 2010). Laureate Education (2012) contends that the human resources required to provide healthcare to an additional 30 million people is another consideration the ACA does not address. The United States is already experiencing staff shortages for key healthcare jobs like nurses and physicians. Additionally, with baby boomers retiring from the workforce and simultaneously needing more healthcare resources as they age will inevitably exacerbate the shortage of providers (Laureate Education, 2012).
Ethical Considerations
It is important to recognize that the private sector often follows the public sector when deciding what services will be covered (Knickman & Kovner, 2015). Therefore, the implications of Medicare deciding not to pay for a drug or service will likely affect the entire population. Stein (2010) asserts that cost should not be a consideration in determining if medications or services will be paid for by Medicare. Nonetheless, that is what happened with Provenge, a vaccine indicated for late stage prostate cancer patients. The drug prolonged the lifespan of patients by about four months. Provenge costs around 93,000 dollars per p.
The document discusses 10 megatrends shaping healthcare and healthcare IT over the next 5-10 years based on a meta-analysis of several leading sources. The megatrends are organized into three groups: medicine, politics and society, and technology. Some of the key megatrends discussed include the rise of telemonitoring of patients, personalised medicine enabled by electronic health records, aging populations in western countries, increasing healthcare costs requiring value-based approaches, medical tourism and globalization, the growth of cloud computing and mobile technologies, and emerging fields like robotics and nanotechnology.
DQ 3-2Integrated health care delivery systems (IDS) was develope.docxelinoraudley582231
DQ 3-2
Integrated health care delivery systems (IDS) was developed to initiate excellence health care access and quality of care to entire populations and community by collaborating and coordinating diverse healthcare professionals. Main driving force of IDS is patient centered care by using resources such as collaborating care from physicians and allied health care professionals to construct continuum of care, to deliver care in the most cost-effective way, utilize trained and competent providers by utilizing evidenced -based practice and combine innovation such as EHR (Electronic Health Records) system and team work to produce improved healthcare system.
Excellence in care is attainable by incorporating allied healthcare professional, as high quality care is possible when coordination is unified and covers all areas of responsibilities. For an example-combining resources and coordination of care by involving physicians, dietitian, physical therapy or occupational therapy to work with patient diagnosed with obesity by promoting teamwork approach and ultimately delivering endurance in care and utilizing various resources.
Barriers to IDS can be a huge block in delivering quality care. Among many one limitation is physicians not participating in integrated healthcare system, which disconnect physicians from team based approached by deterring continuous quality improvement (essentialhospitals.org, n.d). This is because, system such as EHR or new innovative quality assurance programs are time consuming and overwhelming, thus decline in physicians support in IDS programs. By implementing user friendly system approach, enforcing focused based care and accepting the necessity of evidenced based practice can improve these barriers. Hence, increasing clinical expertise to produce better service and quality of care in integrated delivery system.
Essentialhospitls.org (n.d). Retrieved from: http://essentialhospitals.org/wp-content/uploads/2013/12/Integrated-Health-Care-Literature-Review-Webpost-8-22-13-CB.pdf
Dq 3-1
1.
In the US, there is not one type of health care system but rather a subset of systems, some of them catering to specific populations. These subsystems include managed care, military, and vulnerable populations. Managed care is a health care delivery system that seeks to achieve efficiency by integrating the basic functions of health care delivery, employs mechanisms to control utilization of medical services, and determines the price at which the services are purchased and how much the providers get paid, military health care system is available free of charge to active duty military personnel and covers preventative and treatment services that are provided by salaried health care personnel and this system combines public health with medical services, and vulnerable population subsystem offers comprehensive medical and enabling services targeted to the needs of vulnerable populations and government health insurance programs provide.
The Digital Medicine Crystal Ball: Unlocking the Future of Real-Time, Precise...Cris De Luca
The last five years have seen an unprecedented eruption in technological and health advances.
These new technologies and products—many undergoing rigorous clinical validation—will have significant direct impacts on diagnosing, preventing, monitoring or treating a disease, condition or syndrome, which in turn will transform disease management and alter business models across industries.
This whitepaper describes the current and future influence of digital medicine on the health ecosystem and highlights how various stakeholders are working to deliver clinically impactful and economically viable solutions in a saturated yet still-emerging business environment.
Topics addressed in the whitepaper include:
How various stakeholders are working to deliver clinically impactful and economically viable solutions in a saturated yet still-emerging business environment
The new roles of traditional healthcare players
How the entrance of new technologies will affect partnership models and business strategies
The future of digital medicine’s regulatory environment
Author: Nicole Fisher
The report, produced by EBD Group in collaboration with Hogan Lovells, and authored by Forbes contributor, Nicole Fisher, features insights from Christine Lemke, Evidation Health, Hogan Lovells, Cris De Luca, J&J Innovation, NIH/PMI, Rachel Sha, Sanofi, StartUp Health, and key opinion leaders such as John Nosta and Unity Stoakes.
mHealth Israel_ Digital Medicine_Whitepaper_The Digital Medicine Chrystal BallLevi Shapiro
The Digital Medicine Chrystal Ball: Unlocking the Future of Real-Time, Precise, Effective Healthcare. How will new digital technologies impact disease management and healthcare over the next decade? How will new digital technologies impact disease management and healthcare over the next decade?
- Healthcare spending in the US is concentrated among a small portion of the population and must be reduced to control costs. Chronic conditions are a major driver of spending and will continue growing.
- There is an explosion of healthcare data from a variety of sources, but most of this data is unstructured and difficult for computers to interpret. Leveraging this data through analytics could provide insights to improve care and reduce costs.
- Continuous care that extends beyond traditional clinical settings will be needed to effectively manage chronic conditions, which account for most US healthcare costs and 157 million Americans by 2020. Big and small data analytics that incorporate lifestyle, behavioral and socioeconomic factors may help with continuous care and population health management.
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.
Impact Of Technology And Economy On Ehealth And Future...Jill Ailts
1) As technology has advanced over the past few decades, it has influenced healthcare and increased human lifespans through developments like vaccines and reduced mortality from injuries.
2) Ehealth technologies like internet, texting, and telemedicine apps allow patients to access health information, find support groups, and better manage diseases.
3) Standards like IEEE 11073 have helped increase adoption of electronic health records by eliminating compatibility issues and allowing purchase from multiple vendors.
Discussion - Week 3Elements of the Craft of WritingThe narra.docxmecklenburgstrelitzh
Discussion - Week 3
Elements of the Craft of Writing
The narrator's point of view is the reader's window into the soul of your story. Combined with the tone of voice, characterization, and dialogue, these elements of the craft of writing give your story believability and interest. How can you combine the elements of the craft with the elements of the short story and the techniques of development you learned about in Weeks 1 and 2? In this Discussion, you will understand point of view, tone of voice, characterization, and dialogue and examine how other writers use these elements of craft to improve their work.
To prepare for this Discussion:
Review the assigned portions of Chapters 3, 4, 6, and 7 in Shaping the Story.
Review "Revelation" by Flannery O’Connor, "Mericans” by Sandra Cisneros, and "Why I Like Country Music" by James Alan McPherson in Shaping the Story.
Reflect on the voice in the assigned stories.
How would you describe the voice in each short story?
How do these voices demonstrate what the authors are saying about the main issues of each story?
Reflect on the similarities and differences in the ways that the authors use dialogue to establish character presence.
Consider the issues that each story discusses. How do these issues shape the characters and affect the light in which they are seen at the beginning and the end of the story?
With these thoughts in mind:
Post by Day 3
: 2 to 3 paragraphs comparing and contrasting different approaches to two of the following elements in two of the three stories in the Week 3 reading.. Be sure to cite at least two specific examples from your readings.
Point of View
Tone of Voice
Characterization
Dialogue
Be sure to support your ideas by connecting them to the week's Learning Resources, or something you have read, heard, seen, or experienced.
Read
a selection of your colleagues' postings.
Respond by Day 5
to at least one of your colleagues' postings in one or more of the following ways:
Ask a probing question.
Share an insight from having read your colleague's posting.
Offer and support an opinion.
Validate an idea with your own experience.
Make a suggestion.
Expand on your colleague's posting.
Return
to this Discussion in a few days to read the responses to your initial posting. Note what you have learned and/or any insights you have gained as a result of the comments your colleagues made.
REPLY
QUOTE
18 days ago
Chad Husted
WALDEN INSTRUCTOR
MANAGER
Tips for the week 3 discussion (read before you post)
COLLAPSE
Great job so far, class! I've really enjoyed your first two weeks of discussion posts.
Now we will shift our focus to even more tools we can use in our own stories, but first, we will see how they play out in the work of others.
Make sure you do all the readings for the week before posting anything, and also, go through and ask yourselves all the questions (above) from the
"to prepare for the discussion"
section of the instructions. I.
Discussion - Microbial ClassificationGive names of bacteria in.docxmecklenburgstrelitzh
Discussion - Microbial Classification
Give names of bacteria in the genus enterobacteriaceae. How would differentiate enterobacteriaceae from other gram (-) bacteria?
Read the selected scriptures and in your response to the prompt discuss how at least one of the scriptures relates to the discussion topic.
Matthew 8:2-3
"A man with leprosy came and knelt before him and said, 'Lord, if you are willing, you can make me clean.' Jesus reached out his hand and touched the man. 'I am willing,' he said. 'Be clean!' Immediately he was cleansed of his leprosy."
Mark 16:17-18
"'And these signs will accompany those who believe: In my name they will drive out demons; they will speak in new tongues; they will pick up snakes with their hands; and when they drink deadly poison, it will not hurt them at all; they will place their hands on sick people, and they will get well.'”
Respiratory System Disease
Pneumonia is diagnosed by the presence of fluid (dark shadows in an X ray) in the alveoli. Since pneumonia usually is caused by a microorganism, what causes the fluid accumulation? Name a bacterium, a virus, a fungus, a protozoan, and a helminth that can cause pneumonia.
Students will individually examine why pneumonia –an infection of the respiratory tract is among the most damaging. Students are also required to use the information they have learnt from the text, lectures, discussions and/or assignments to describe why the respiratory tract is an important portal of entry to inhaled microorganisms such as viruses, fungal spores and bacteria.
Learners will synthesize their findings in a summary presentation of
at least 10 slides
that will be shared with their peers by the specified due date, when they will then
compare and contrast
the feedback from their research in this discussion forum. Learners will be evaluated against the criteria outlined in the assignment and discussion forum rubric.
.
Discussion (Chapter 7) What are the common challenges with which se.docxmecklenburgstrelitzh
Discussion (Chapter 7): What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?
Note: Response should be 250-300 words. Make sure to have at least one APA formatted reference (and APA in-text citation)
.
Discussion - Big Data Visualization toolsSeveral Big Data Visu.docxmecklenburgstrelitzh
Discussion - Big Data Visualization tools
Several Big Data Visualization tools have been evaluated in this week's paper. While the focus was primarily on R and Python with GUI tools, new tools are being introduced every day. Compare and contrast the use of R vs Python and identify the pros and cons of each.
.
Discussion - 1 Pick 2 different department team members and descri.docxmecklenburgstrelitzh
Discussion - 1 : Pick 2 different department team members and describe why they were chosen and what skill they should bring.
Discussion -2 : What are the most vital functions at your place of work that the BIA will address?
Course Name - Business continuity and disaster recovery planning
No Plagiarism, proper references with APA format
.
Discussion (Chapter 7) What are the common challenges with which .docxmecklenburgstrelitzh
Discussion
(Chapter 7): What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?
Questions for Discussions:
1. Explain the relationship among data mining, text mining, and sentiment analysis.
2. In your own words, define text mining, and discuss its most popular applications.
3. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.
4. What is the role of NLP in text mining? Discuss the capabilities and limitations of NLP in the context of text mining.
Exercise:
Go to teradatauniversitynetwork.com and find the case study named “eBay Analytics.” Read the case carefully and extend your understanding of it by searching the Internet for additional information, and answer the case questions.
Internet exercise:
Go to kdnuggets.com. Explore the sections on applications as well as software. Find the names of at least three additional packages for data mining and text mining.
.
Discussion (Chapter 7) What are the common challenges with whic.docxmecklenburgstrelitzh
Sentiment analysis deals with common challenges in determining sentiment from unstructured text. Popular application areas for sentiment analysis include social media, customer reviews, and survey responses due to the large amounts of online opinions and feedback generated. Students are asked to post a 100-300 word response to an online discussion by Wednesday discussing challenges in sentiment analysis and popular application areas.
Discussion (Chapter 6) List and briefly describe the nine-step .docxmecklenburgstrelitzh
The document discusses conducting a neural network project and outlines a nine-step process. Students are asked to engage in an online discussion by Wednesday at 11:59 p.m. EST by posting their first response early and interacting frequently with other students' posts.
Discussion (Chapter 5) What is the relationship between Naïve Bayes.docxmecklenburgstrelitzh
Naive Bayes and Bayesian networks are both probabilistic classifiers but differ in their assumptions of independence between predictor variables. Bayesian networks are more flexible as they can represent dependencies between variables through a directed acyclic graph structure. To develop a Bayesian network model, one identifies variables of interest, determines conditional dependencies between variables, quantifies these dependencies with probabilities, and represents them in a network diagram.
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Similar to FACTORS THAT AFFECT US HEALTH CARE IN THE FUTURE 9T.docx
Health care has undergone many changes within in the last few years. This presentation identifies the 5 macro-trends associated with the future of health care in the United States.
Big data has the potential to significantly impact healthcare and medicine by enabling the discovery of patterns within vast amounts of data. For the first time, adequate computing power and machine learning algorithms exist to analyze both structured and unstructured data at scale. This could lead to innovations like predicting disease outbreaks from search engine or social media data, and more personalized medical treatment based on a patient's individual risk factors and data patterns over time. However, big data in healthcare remains roughly defined and raises concerns around data privacy and security that must be addressed. If these challenges can be overcome, big data may help fuel major advances in areas like predictive medicine, medical decision support, and a shift towards more proactive and customized care models focused on the patient.
1) Wearable technologies can help create a more individualized and preventative approach to healthcare that significantly reduces costs by monitoring vital signs and activity levels in real-time.
2) Sharing health data from wearables with doctors and insurers allows for timely feedback and treatment while also incentivizing individuals to engage in preventative care through rewards programs.
3) However, using wearable data in healthcare raises privacy issues that must comply with regulations like HIPAA, and organizations collecting and sharing health data could face legal liabilities depending on how the data is used and interpreted.
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Evolution of Health Care Paper and Timeline
There are specific trends from manual to electronic operations in the health care facilities, healthcare providers and similar businesses operators. The evolution has taken place within the health care providers, administrative data and the insurance plans as well. The health care industries have automated several procedures such as the supply of drugs and accurate record keeping (Loker 2012). Electronic health care uses sophisticated technology unlike the manual one; this advanced technology has been applied in the provision of health care all over the world hence saving both time and cost It has also widened and perfected the scope of operation.
How has this change impacted the quality of care?
The change to electronic medical records has proven to be successful and helpful in providing quality patient care. Some ways that it has helped is improving patient care, increasing patient participation, improved care coordination, improved diagnostic and patient outcomes, and practice efficiencies and cost savings. (HealthIT.gov). Patients are able to be more involved in the patient care process and are able to access to their records which was not possible in the past. The transporting of records from one physician to another is much quicker now because it can be done by a click of a button. When needing to send a patient to a specialist or when getting an authorization for a patient’s recommended treatment can be done a lot quicker as well. This is speeding up the process in being able to provide quick and quality care so the patient does not need to wait as long as they would have had to in the past.
Percentage of physicians whose electronic health records provided selected benefits
(HealthIT.gov)
Electronic medical records has proven to be a good thing for both the medical provider as well as the patient and it has decreased the wait times to results or any potential errors and enhanced patient care.
Did Societal beliefs and values influence this change? Why or why not?
The health care delivery system in our country has its roots in the beliefs and values of the people (Shi & Singh, 2012). The firm belief in technological innovations leads to higher expectations of people, which has fueled the growth in technological innovations. The culture of individualism has led the medical practice to keep the individual healthy. Patients tend to evaluate the institutions by their acquisition of advanced technology. The expectation of Americans on what technology can do to cure illness is higher compared to the Canadians and Germans (Shi & Singh, 2012, p. 168). The societal beliefs and values impact not only the structure of health care delivery but also the training of health care providers.
The use of EHRs provided access to patients’ records on demand and have improved the quality of health care (Shi & Singh, 2012). Although the EHRs were to improve the quality of health care delivery, many ...
This document discusses never events in healthcare facilities. As never events increase, patient safety decreases, forcing healthcare facilities to improve safety and reduce medical errors. It is important for patients to be aware of never events so they know how to respond if one affects them. Never events can damage patient trust in healthcare organizations and cause insurers to hold facilities financially responsible for costs associated with never events. Motivating safety policies can reduce spending due to medical errors.
11 minutes agoJessica Dunne RE Discussion - Week 3COLLAPS.docxdrennanmicah
11 minutes ago
Jessica Dunne
RE: Discussion - Week 3
COLLAPSE
Top of Form
NURS 6050C: Policy and Advocacy for Improving Population Health
INITIAL POST
Economic Challenges of Healthcare Policy
The economics of the healthcare system in the United States is complex and fragmented. Costs associated with care and the prices healthcare consumers pay are determined by a wide variety of factors making it extremely difficult to find a one size fits all solution. Knickman and Kovner (2015) argue that healthcare is neither a commodity or a service, because of the high variabilities in need, cost, and consumption. The United States spends 80% of all healthcare revenue on just 20% of the population. Health insurance can be provided by the government, the private sector, or an employer. Some citizens do not have any form of healthcare coverage. Regardless of type, insurance coverage generally only pays a portion of the total healthcare cost leaving the consumer to pay the remaining balance. Moreover, reimbursement standards differ for facilities and providers. The government reimburses healthcare facilities, such as hospitals a fixed amount per patient, which creates a higher incentive to work efficiently. Healthcare providers, on the other hand, are reimbursed based on a fee for service model, meaning the more services they provide, the more money they are reimbursed (Knickman & Kovner, 2015).
Reindart (2010) maintains the passage of the Affordable Care Act (ACA) created more strain on the system by adding approximately 30 million uninsured Americans to the market. The projected cost to provide such coverage is around 8 billion to 1 trillion dollars over the next decade. However, the estimated expense of healthcare with no legislative intervention is 35 trillion dollars over the next decade (Reindart, 2010). Laureate Education (2012) contends that the human resources required to provide healthcare to an additional 30 million people is another consideration the ACA does not address. The United States is already experiencing staff shortages for key healthcare jobs like nurses and physicians. Additionally, with baby boomers retiring from the workforce and simultaneously needing more healthcare resources as they age will inevitably exacerbate the shortage of providers (Laureate Education, 2012).
Ethical Considerations
It is important to recognize that the private sector often follows the public sector when deciding what services will be covered (Knickman & Kovner, 2015). Therefore, the implications of Medicare deciding not to pay for a drug or service will likely affect the entire population. Stein (2010) asserts that cost should not be a consideration in determining if medications or services will be paid for by Medicare. Nonetheless, that is what happened with Provenge, a vaccine indicated for late stage prostate cancer patients. The drug prolonged the lifespan of patients by about four months. Provenge costs around 93,000 dollars per p.
The document discusses 10 megatrends shaping healthcare and healthcare IT over the next 5-10 years based on a meta-analysis of several leading sources. The megatrends are organized into three groups: medicine, politics and society, and technology. Some of the key megatrends discussed include the rise of telemonitoring of patients, personalised medicine enabled by electronic health records, aging populations in western countries, increasing healthcare costs requiring value-based approaches, medical tourism and globalization, the growth of cloud computing and mobile technologies, and emerging fields like robotics and nanotechnology.
DQ 3-2Integrated health care delivery systems (IDS) was develope.docxelinoraudley582231
DQ 3-2
Integrated health care delivery systems (IDS) was developed to initiate excellence health care access and quality of care to entire populations and community by collaborating and coordinating diverse healthcare professionals. Main driving force of IDS is patient centered care by using resources such as collaborating care from physicians and allied health care professionals to construct continuum of care, to deliver care in the most cost-effective way, utilize trained and competent providers by utilizing evidenced -based practice and combine innovation such as EHR (Electronic Health Records) system and team work to produce improved healthcare system.
Excellence in care is attainable by incorporating allied healthcare professional, as high quality care is possible when coordination is unified and covers all areas of responsibilities. For an example-combining resources and coordination of care by involving physicians, dietitian, physical therapy or occupational therapy to work with patient diagnosed with obesity by promoting teamwork approach and ultimately delivering endurance in care and utilizing various resources.
Barriers to IDS can be a huge block in delivering quality care. Among many one limitation is physicians not participating in integrated healthcare system, which disconnect physicians from team based approached by deterring continuous quality improvement (essentialhospitals.org, n.d). This is because, system such as EHR or new innovative quality assurance programs are time consuming and overwhelming, thus decline in physicians support in IDS programs. By implementing user friendly system approach, enforcing focused based care and accepting the necessity of evidenced based practice can improve these barriers. Hence, increasing clinical expertise to produce better service and quality of care in integrated delivery system.
Essentialhospitls.org (n.d). Retrieved from: http://essentialhospitals.org/wp-content/uploads/2013/12/Integrated-Health-Care-Literature-Review-Webpost-8-22-13-CB.pdf
Dq 3-1
1.
In the US, there is not one type of health care system but rather a subset of systems, some of them catering to specific populations. These subsystems include managed care, military, and vulnerable populations. Managed care is a health care delivery system that seeks to achieve efficiency by integrating the basic functions of health care delivery, employs mechanisms to control utilization of medical services, and determines the price at which the services are purchased and how much the providers get paid, military health care system is available free of charge to active duty military personnel and covers preventative and treatment services that are provided by salaried health care personnel and this system combines public health with medical services, and vulnerable population subsystem offers comprehensive medical and enabling services targeted to the needs of vulnerable populations and government health insurance programs provide.
The Digital Medicine Crystal Ball: Unlocking the Future of Real-Time, Precise...Cris De Luca
The last five years have seen an unprecedented eruption in technological and health advances.
These new technologies and products—many undergoing rigorous clinical validation—will have significant direct impacts on diagnosing, preventing, monitoring or treating a disease, condition or syndrome, which in turn will transform disease management and alter business models across industries.
This whitepaper describes the current and future influence of digital medicine on the health ecosystem and highlights how various stakeholders are working to deliver clinically impactful and economically viable solutions in a saturated yet still-emerging business environment.
Topics addressed in the whitepaper include:
How various stakeholders are working to deliver clinically impactful and economically viable solutions in a saturated yet still-emerging business environment
The new roles of traditional healthcare players
How the entrance of new technologies will affect partnership models and business strategies
The future of digital medicine’s regulatory environment
Author: Nicole Fisher
The report, produced by EBD Group in collaboration with Hogan Lovells, and authored by Forbes contributor, Nicole Fisher, features insights from Christine Lemke, Evidation Health, Hogan Lovells, Cris De Luca, J&J Innovation, NIH/PMI, Rachel Sha, Sanofi, StartUp Health, and key opinion leaders such as John Nosta and Unity Stoakes.
mHealth Israel_ Digital Medicine_Whitepaper_The Digital Medicine Chrystal BallLevi Shapiro
The Digital Medicine Chrystal Ball: Unlocking the Future of Real-Time, Precise, Effective Healthcare. How will new digital technologies impact disease management and healthcare over the next decade? How will new digital technologies impact disease management and healthcare over the next decade?
- Healthcare spending in the US is concentrated among a small portion of the population and must be reduced to control costs. Chronic conditions are a major driver of spending and will continue growing.
- There is an explosion of healthcare data from a variety of sources, but most of this data is unstructured and difficult for computers to interpret. Leveraging this data through analytics could provide insights to improve care and reduce costs.
- Continuous care that extends beyond traditional clinical settings will be needed to effectively manage chronic conditions, which account for most US healthcare costs and 157 million Americans by 2020. Big and small data analytics that incorporate lifestyle, behavioral and socioeconomic factors may help with continuous care and population health management.
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.
Impact Of Technology And Economy On Ehealth And Future...Jill Ailts
1) As technology has advanced over the past few decades, it has influenced healthcare and increased human lifespans through developments like vaccines and reduced mortality from injuries.
2) Ehealth technologies like internet, texting, and telemedicine apps allow patients to access health information, find support groups, and better manage diseases.
3) Standards like IEEE 11073 have helped increase adoption of electronic health records by eliminating compatibility issues and allowing purchase from multiple vendors.
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Discussion - Week 3
Elements of the Craft of Writing
The narrator's point of view is the reader's window into the soul of your story. Combined with the tone of voice, characterization, and dialogue, these elements of the craft of writing give your story believability and interest. How can you combine the elements of the craft with the elements of the short story and the techniques of development you learned about in Weeks 1 and 2? In this Discussion, you will understand point of view, tone of voice, characterization, and dialogue and examine how other writers use these elements of craft to improve their work.
To prepare for this Discussion:
Review the assigned portions of Chapters 3, 4, 6, and 7 in Shaping the Story.
Review "Revelation" by Flannery O’Connor, "Mericans” by Sandra Cisneros, and "Why I Like Country Music" by James Alan McPherson in Shaping the Story.
Reflect on the voice in the assigned stories.
How would you describe the voice in each short story?
How do these voices demonstrate what the authors are saying about the main issues of each story?
Reflect on the similarities and differences in the ways that the authors use dialogue to establish character presence.
Consider the issues that each story discusses. How do these issues shape the characters and affect the light in which they are seen at the beginning and the end of the story?
With these thoughts in mind:
Post by Day 3
: 2 to 3 paragraphs comparing and contrasting different approaches to two of the following elements in two of the three stories in the Week 3 reading.. Be sure to cite at least two specific examples from your readings.
Point of View
Tone of Voice
Characterization
Dialogue
Be sure to support your ideas by connecting them to the week's Learning Resources, or something you have read, heard, seen, or experienced.
Read
a selection of your colleagues' postings.
Respond by Day 5
to at least one of your colleagues' postings in one or more of the following ways:
Ask a probing question.
Share an insight from having read your colleague's posting.
Offer and support an opinion.
Validate an idea with your own experience.
Make a suggestion.
Expand on your colleague's posting.
Return
to this Discussion in a few days to read the responses to your initial posting. Note what you have learned and/or any insights you have gained as a result of the comments your colleagues made.
REPLY
QUOTE
18 days ago
Chad Husted
WALDEN INSTRUCTOR
MANAGER
Tips for the week 3 discussion (read before you post)
COLLAPSE
Great job so far, class! I've really enjoyed your first two weeks of discussion posts.
Now we will shift our focus to even more tools we can use in our own stories, but first, we will see how they play out in the work of others.
Make sure you do all the readings for the week before posting anything, and also, go through and ask yourselves all the questions (above) from the
"to prepare for the discussion"
section of the instructions. I.
Discussion - Microbial ClassificationGive names of bacteria in.docxmecklenburgstrelitzh
Discussion - Microbial Classification
Give names of bacteria in the genus enterobacteriaceae. How would differentiate enterobacteriaceae from other gram (-) bacteria?
Read the selected scriptures and in your response to the prompt discuss how at least one of the scriptures relates to the discussion topic.
Matthew 8:2-3
"A man with leprosy came and knelt before him and said, 'Lord, if you are willing, you can make me clean.' Jesus reached out his hand and touched the man. 'I am willing,' he said. 'Be clean!' Immediately he was cleansed of his leprosy."
Mark 16:17-18
"'And these signs will accompany those who believe: In my name they will drive out demons; they will speak in new tongues; they will pick up snakes with their hands; and when they drink deadly poison, it will not hurt them at all; they will place their hands on sick people, and they will get well.'”
Respiratory System Disease
Pneumonia is diagnosed by the presence of fluid (dark shadows in an X ray) in the alveoli. Since pneumonia usually is caused by a microorganism, what causes the fluid accumulation? Name a bacterium, a virus, a fungus, a protozoan, and a helminth that can cause pneumonia.
Students will individually examine why pneumonia –an infection of the respiratory tract is among the most damaging. Students are also required to use the information they have learnt from the text, lectures, discussions and/or assignments to describe why the respiratory tract is an important portal of entry to inhaled microorganisms such as viruses, fungal spores and bacteria.
Learners will synthesize their findings in a summary presentation of
at least 10 slides
that will be shared with their peers by the specified due date, when they will then
compare and contrast
the feedback from their research in this discussion forum. Learners will be evaluated against the criteria outlined in the assignment and discussion forum rubric.
.
Discussion (Chapter 7) What are the common challenges with which se.docxmecklenburgstrelitzh
Discussion (Chapter 7): What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?
Note: Response should be 250-300 words. Make sure to have at least one APA formatted reference (and APA in-text citation)
.
Discussion - Big Data Visualization toolsSeveral Big Data Visu.docxmecklenburgstrelitzh
Discussion - Big Data Visualization tools
Several Big Data Visualization tools have been evaluated in this week's paper. While the focus was primarily on R and Python with GUI tools, new tools are being introduced every day. Compare and contrast the use of R vs Python and identify the pros and cons of each.
.
Discussion - 1 Pick 2 different department team members and descri.docxmecklenburgstrelitzh
Discussion - 1 : Pick 2 different department team members and describe why they were chosen and what skill they should bring.
Discussion -2 : What are the most vital functions at your place of work that the BIA will address?
Course Name - Business continuity and disaster recovery planning
No Plagiarism, proper references with APA format
.
Discussion (Chapter 7) What are the common challenges with which .docxmecklenburgstrelitzh
Discussion
(Chapter 7): What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?
Questions for Discussions:
1. Explain the relationship among data mining, text mining, and sentiment analysis.
2. In your own words, define text mining, and discuss its most popular applications.
3. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.
4. What is the role of NLP in text mining? Discuss the capabilities and limitations of NLP in the context of text mining.
Exercise:
Go to teradatauniversitynetwork.com and find the case study named “eBay Analytics.” Read the case carefully and extend your understanding of it by searching the Internet for additional information, and answer the case questions.
Internet exercise:
Go to kdnuggets.com. Explore the sections on applications as well as software. Find the names of at least three additional packages for data mining and text mining.
.
Discussion (Chapter 7) What are the common challenges with whic.docxmecklenburgstrelitzh
Sentiment analysis deals with common challenges in determining sentiment from unstructured text. Popular application areas for sentiment analysis include social media, customer reviews, and survey responses due to the large amounts of online opinions and feedback generated. Students are asked to post a 100-300 word response to an online discussion by Wednesday discussing challenges in sentiment analysis and popular application areas.
Discussion (Chapter 6) List and briefly describe the nine-step .docxmecklenburgstrelitzh
The document discusses conducting a neural network project and outlines a nine-step process. Students are asked to engage in an online discussion by Wednesday at 11:59 p.m. EST by posting their first response early and interacting frequently with other students' posts.
Discussion (Chapter 5) What is the relationship between Naïve Bayes.docxmecklenburgstrelitzh
Naive Bayes and Bayesian networks are both probabilistic classifiers but differ in their assumptions of independence between predictor variables. Bayesian networks are more flexible as they can represent dependencies between variables through a directed acyclic graph structure. To develop a Bayesian network model, one identifies variables of interest, determines conditional dependencies between variables, quantifies these dependencies with probabilities, and represents them in a network diagram.
Discussion (Chapter 4) What are the privacy issues with data mini.docxmecklenburgstrelitzh
Discussion (Chapter 4): What are the privacy issues with data mining? Do you think they are substantiated?
Note:
Your response should be 250-300 words. There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post. Do not use direct quotes, rather rephrase the author's words and continue to use in-text citations.
.
Discussion (Chapter 3) Why are the originalraw data not readily us.docxmecklenburgstrelitzh
Discussion (Chapter 3): Why are the original/raw data not readily usable by analytics tasks? What are the main data preprocessing steps? List and explain their importance in analytics.
Note: Response should be 250-300 words. There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post. Do not use direct quotes, rather rephrase the author's words and continue to use in-text citations
.
Discussion (Chapter 5) What is the relationship between Naïve B.docxmecklenburgstrelitzh
Naive Bayes and Bayesian networks are both probabilistic models but Bayesian networks can represent conditional dependencies between variables while Naive Bayes assumes independence. To develop a Bayesian network model you identify variables, determine dependencies between variables, quantify these dependencies with conditional probabilities, and construct a directed acyclic graph representing the dependencies. Students are asked to post a 100-300 word response to the discussion question by Wednesday and engage with two other classmates' posts.
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Discussion (Chapter 10 in the textbook / or see the ppt):
For each of the steps in the "Seven Step Forecasting Game Plan" for forecasting, discuss the following:
Who do you suspect is being included in creating each step of the various company forecasts?
Why? Why not? Be specific about the various players and the reasons they might be involved.
Assignment (Chapter 10) (1-2 pages double space):
Objective and Realistic Forecasts. The chapter encourages analysts to develop forecasts that are realistic, objective, and unbiased. Some firms’ managers tend to be optimistic. Some accounting principles tend to be conservative. Describe the different risks and incentives that managers, accountants, and analysts face. Explain how these different risks and incentives lead managers, accountants, and analysts to different biases when predicting uncertain outcomes.
.
Discussion (Chapter 1) Compare and contrast predictive analytics wi.docxmecklenburgstrelitzh
Discussion (Chapter 1): Compare and contrast predictive analytics with prescriptive and descriptive analytics. Use examples.
Response should be 250-300 words and with references
There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post. Do not use direct quotes, rather rephrase the author's words and continue to use in-text citations.
.
Discussion (400 words discussion + 150 words student response)Co.docxmecklenburgstrelitzh
Discussion (400 words discussion + 150 words student response)
Consider the potential conflict between corporate social responsibility and ethics while maximizing share holder wealth. How does exercising Christian principles play a part in running a successful business while operating within state and federal regulations?
.
Discussion (150-200 words) Why do you think so much emphasis is pla.docxmecklenburgstrelitzh
Discussion (150-200 words): Why do you think so much emphasis is placed on cash-flow-based stock evaluations, especially the "free cash flow model"?
Assignment (1-2 pages double space): What is the six step process involved in valuation? List the six steps in sequence, explaining and discussing the importance and relevance of each step.
.
discussion (11)explain the concept of information stores as th.docxmecklenburgstrelitzh
discussion (11)
explain the concept of information stores as they relate to email. Use the Internet to research how and where email data is stored on different computer
platforms and systems and then report your findings. How is this information pertinent to a forensic investigation. around 250-300 words
with references
discussion 12
Explain how cookies can show that a user has visited a site if that user's history has been deleted. Be specific,
do not merely explain how cookies work. Report on how cookies can be used in a forensic investigation. around 250-300 words, with references
.
Discussion #5 How progressive was the Progressive EraThe Progres.docxmecklenburgstrelitzh
Discussion #5: How progressive was the Progressive Era?
The Progressive era stands out as a time when reformers sought to address social ills brought about by a rapidly changing society. Debates surrounded issues such as political corruption, the regulation of business practices, racial equality, women's suffrage and the living conditions of impoverished immigrants overcrowded into urban slums.
In order to prepare for this discussion forum:
Review and identify the relevant sections of Chapter 22 that support your discussion.
Read Booker T. Washington's speech The Atlanta Compromise
Read W.E.B. Du Bois The Niagara Movement
The Niagara Movement's "Declaration of Principles" by W.E.B.Du Bois
The Women's Suffrage Movement
Excerpt from How the Other Half Lives by Jacob Riis and the photography of Jacob Riis.
After you have completed your readings post a response to only ONE of the following questions.
Compare and contrast the ideas of Booker T. Washington and W.E.B. Du Bois. In your opinion, which of these two men had a better plan? Explain why.
When it came to the issue of suffrage, did all women agree? Explain.
Which social problem was Jacob Riis addressing through his work? How did he communicate the severity of this problem?
.
Discussion #4, Continued Work on VygotskyA. Why is it important .docxmecklenburgstrelitzh
Discussion #4, Continued Work on Vygotsky
A. Why is it important as a teacher to understand what children are:
interested in?
thinking about?
attempting to create or problem-solve?
how does this knowledge support further development?
B. Note teaching strategies that enable you to learn about the child or children's thinking:
decriptive language, narration
waiting for the child's or children's language, response
open-ended relevant questions based on the child's perspective
assistance with relevant additional materials
C. Vygotsky's theories of learning are based on adult: child relationships and peer:peer interactions, what is the value in learning and advancing development through:
specific and meaningful grasp of what the child is focused on
opportunity for further experience supported by
Amplification
scaffolding as assistance
through the child's perspective
intentional in the strategies and support to assist children in entering the
Zone of Proximal Development
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Discussion #4 What are the most common metrics that make for an.docxmecklenburgstrelitzh
Discussion #4: What are the most common metrics that make for analytics-ready data?
Exercise #12: Go to data.gov—a U.S. government–sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about.
Go through the topic-specific information and explanation provided on the site. Explore the possibilities of downloading the data and use your favorite data visualization tool to create your own meaningful information and visualizations.
.
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
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FACTORS THAT AFFECT US HEALTH CARE IN THE FUTURE 9T.docx
1. FACTORS THAT AFFECT US HEALTH CARE IN THE
FUTURE 9
The factors that may affect US health care in the future
Jack Alcineus
PM 730
Long Island University
Dr. Simone Martin
Introduction
The global health care industry has been growing fast in recent
years, and the trend seems to go on perpetually. In the United
States, expenditure on health care is in excess of 15% of the
national gross domestic product (GDP). This, according to
Deloitte, is the highest amount of expenditure on health care the
world over. Further, the United States has a large population of
people under insurance where only 15% do not have insurance.
To be sure, an American either has private insurance or is
covered by government-funded programs like the one fronted by
the Affordable Care Act (ACA). This is quite necessary for a
country where a single major medical bill is enough to send one
into personal bankruptcy.
2. Interestingly, most of the American population is entering the
geriatric phase of life fueled by the aging baby boomers.
Further, Ikegami (2015) wrote that the US health care system is
in the process of shifting from the situation where only the
volume of patients treated mattered. This system relied on fees
for service and which gave healthcare providers the revenue
incentive to reach more patients. To be sure, the healthcare
sector is shifting a value-based system where the value
delivered to the patient will take center stage (Burwell, 2015).
Therefore, it is apparent that the healthcare sector will
experience fundamental changes in terms of quality of service, a
volume of people accessing healthcare services and the general
healthcare situation across all the 50 states. In this light, this
paper intends to highlight factors that will affect healthcare in
the future and in what direction will these factors move the
sector in general.
Demographic and social factors
The US might be among the developed economy countries that
are aging the slowest but the population is still graying. In
2010, Pew Research Center said that 13% of Americans were 65
years of age or older. At the same time, the firm projected that
this cohort would grow up to take up 18% of the American
population by 2030 (Cohn & Taylor, 2014, April 10). Once
people get older, their productivity drops significantly and they
begin to experience a lot more medical complications than
before.
To be sure, the aging population will add a huge strain to the
healthcare sector in terms of geriatric care as well as
complications tied to old age. Once a nation has a huge
population of old people, there will be a high demand of
healthcare services which, basically, imply that healthcare
providers will be on high demand (Keehan, Stone, Poisal,
Cuckler, Sisko, Smith... & Lizonitz, 2017). Interestingly, the
3. increased demand will also lead to a higher demand for labor
force in the sector to carry out duties like geriatric care, to
provide physical therapy and other tasks like providing aid for
old people in homes. Essentially, this is to say that employment
opportunities will expand in the healthcare sector.
Further, this also implies that most of the healthcare institutions
will convert a lot of skilled labor to take care of aging
Americans. Due to the high demand, institutions will be forced
to pay workers like geriatric nurses higher pay to retain them.
This way, more skilled labor will be attracted to the sector and
hence denying other healthcare sectors services they too dearly
need. Once such imbalances in labor allocation begin to take
root, the unattended section of the population will increasingly
record poor health standards (Keehan et al, 2017).
The cost of healthcare
By 2022, Deloitte estimates that the global expenditure of
healthcare will clock $10.059 trillion. Interestingly, a huge
chunk of this expenditure will come from the United States. The
cost healthcare boils down to demographic changes where the
country will be dealing with more elderly people than ever
before. Further, the United States instituted the Affordable Care
Act (ACA), also called Obamacare which seeks to cover the
healthcare needs of the poor, the disabled and the elderly.
To be sure, the government at all levels subsidizes the
marketplace premiums for the above-mentioned groups of
people under the ACA program. Interestingly, certain costs like
that of services within the sector are increasingly going up.
Further, the cost of pharmaceutical drugs is also on the rise
given the high cost of production. In essence, this is evidence
that the government will continue to spend more money on
healthcare in the future.
Writing in the Journal of Health Economics, Frean, Gruber &
Sommers (2017) said increased expenditure on welfare
4. programs like ACA will deny other pertinent healthcare areas
like Research and Development. The net effect of this is that
there will be few funds to pursue cures for dangerous diseases
like cancer and diabetes which are among the highest causes of
deaths among Americans. Thus, the healthcare sector will
increasingly grow incapable of controlling the fatalities arising
from the diseases.
Innovations in medical technology as well as digital technology
The healthcare sector is a huge beneficiary of technological
advancement. Since the invention of the stethoscope, the
medical fraternity has had a plethora of technological solutions
that have made the practice easier and more accurate. Notably,
there are technological advancements that are already
revolutionizing the way physicians deliver care to patients. For
instance, Ben-Menachem & Krauss (2014) observed that brain
implants have gone a long way in helping to control epilepsy.
Further, there are other innovations (like the possibility of
remote monitoring of patient vitals by nurses) that are flipping
the practice of healthcare on its head.
Interestingly, there are emerging technologies (otherwise called
technologies of the future) that promise to further the ongoing
revolution in the healthcare sector. To be sure, innovations in
digital technology are finding vital use cases in the healthcare
sector. For instance, blockchain technology promises to disrupt
the healthcare sector in that patient data handling will be
transparent and decentralized. Further, artificial intelligence
will be the new coworker in health facilities of the future while
virtual reality will revolutionize how practitioners approach the
medical practice (Mettler, 2016, September), (Ma, Jain &
Anderson, 2014) and (Jiang, Jiang, Zhi, Dong, Li, Ma ... &
Wang, 2017).
Cumulatively, the new technologies will improve the quality of
care that patients will receive from medical facilities. Further,
VR will help in better performance during surgeries and hence
5. increase the chances of accurate work and survival of patients.
With the help of technology, many complex processes of today
will be simpler and hence less time will spent delivering care.
Ultimately, there is a high likelihood that healthcare will cost
lower and that it will be more affordable.
Data protection and cybercrime
It is overly clear that much of the healthcare operations in the
future will be heavily integrated into the internet ecosystem.
Notably, the use of AI, VR and blockchain systems require an
internet connection. Further, as healthcare increasingly relies on
technology to deliver quality care, there is an increasing need
for patient data in order for a better understanding of patients'
medical needs. As such, the healthcare providers will
increasingly gravitate towards big data and how they can
leverage it stay ahead of the competition in terms of quality.
With big data and deep integration into the internet ecosystem
come new challenges; data privacy and cybercrime. According
to Patil & Seshadri (2014, June), the rise of big data has turned
individual data like patient data into the new currency. Notably,
today's technology like wearable health monitoring devices
relies on the data to work better. Therefore, data has become
valuable and anyone would want to get their hands on it.
Unfortunately, the precious nature of data today and in future
will continue to attract bad actors who would want to use it
inappropriately.
Therefore, healthcare providers face a huge task of ensuring
that the patient data in their possession is safe from reach by
cybercriminals. Further, the institutions must ensure that they
respect the privacy of the data that they may have in possession.
This includes using the data in a way that does not agree with
the kind of contract that exists between the institutions and the
owners of the data. Ultimately, the availability of the data and
the technologies to transform the data into meaningful
6. information will improve the quality of healthcare and the
satisfaction of the patients. However, it is possible that many
healthcare providers might find themselves battling litigations
if they fail to handle the data in their possession with utmost
caution.
New models of healthcare delivery
As per Burwell (2015, the global healthcare sector is moving
away from the transactional model of health care toward a
model that is centered upon the wellness of the patients. This
wellness model ensures that patients get quality care which
ensures that they stay out of hospitals for longer. On the
contrary, the fee-for-service model that is prevalent today
requires that patients pay for each and every service they
receive from healthcare providers. The thinking behind this
model is that providers get to earn much more revenue that
enables them to refine their services and hence they get in a
position where they offer very high-quality services. However,
the contention is that such a model is punitive to the patients,
especially those who are poor.
To be sure, the passing of the Affordable Care Act in the US is
a piece of solid evidence that the healthcare sector will not be
the same ten years to come as it is today. The legislation
requires all Americans to be able to access medical services
regardless of their economic status. Interestingly, healthcare
providers will be encouraged to facilitate transformation
through various incentives. To deliver such ambitious reforms,
there will need to be changed in the way workers within the
healthcare sector are hired. Interestingly, Myrick & del Vecchio
(2016) wrote that the process of hiring the workforce for the
healthcare sector will focus on their behavioral aspect more.
Therefore, one should expect the demand for certain jobs to fall
even as new jobs emerge to cater to the evolved needs.
Economic conditions
7. The state of any country's economy plays a huge role in how
other sectors operate. Notably, the economy is central to the
ability of people to afford basic needs including the ability to
access medical services. For instance, poor economic conditions
like unemployment due to a recession leads to a lack of income.
This way, the unemployed will have to rely on the state to cater
to their basic needs through welfare programs.
Like earlier discussed, the US has the ACA program that bails
out the less fortunate in the country. In case of a recession,
many more people will fall into the category of the less
fortunate and the government will need more money to cover
the high ACA enrollment. In the end, the government will end
up spending a lot more on welfare programs and further
neglecting R&D. Ultimately, this might adversely affect the
healthcare sector and leaving the people worse off.
Conclusion
Apparently, healthcare is a vital sector in any country and
governments are oftentimes justified in spending billions to
ensure every citizen can access quality care. Clearly, the US
spends more than any other country to achieve this goal.
However, it is apparent that the demographics of the country
will force the government to dig deeper into its pockets. In
particular, the increasing number of aged citizens will strain the
ACA program that subsidizes medical premiums. Further, the
increased of healthcare will force the government to do less
R&D and hence progress in the treatment of some killer
diseases might stall. Also, technological innovations are set to
deliver affordable and quality care. However, the reliance on
technology will continuously face the threat violation of data
privacy as well as cybercrime. Ultimately, the certainty of
healthcare adopting a new model of service delivery is growing
bolder by the day and patients might in future access high-
quality care at a cheaper premium.
8. References
Ben-Menachem, E., & Krauss, G. L. (2014). Epilepsy:
Responsive neurostimulation—modulating the epileptic brain.
Nature Reviews Neurology, 10(5), 247.
Burwell, S. M. (2015). Setting value-based payment goals—
HHS efforts to improve US health care. N Engl J Med, 372(10),
897-899.
Cohn, D., & Taylor, P. (2014, April 10). Baby Boomers
Approach 65 – Glumly. Retrieved February 26, 2019, from
http://www.pewsocialtrends.org/2010/12/20/baby-boomers-
approach-65-glumly/
Frean, M., Gruber, J., & Sommers, B. D. (2017). Premium
subsidies, the mandate, and Medicaid expansion: Coverage
effects of the Affordable Care Act. Journal of Health
Economics, 53, 72-86.
Ikegami, N. (2015). Fee-for-service payment–an evil practice
that must be stamped out?. International journal of health policy
and management, 4(2), 57.
Jiang, F., Jiang, Y., Zhi, H., Dong, Y., Li, H., Ma, S., ... &
Wang, Y. (2017). Artificial intelligence in healthcare: past,
present and future. Stroke and vascular neurology, 2(4), 230-
243.
Keehan, S. P., Stone, D. A., Poisal, J. A., Cuckler, G. A., Sisko,
A. M., Smith, S. D., ... & Lizonitz, J. M. (2017). National
health expenditure projections, 2016–25: price increases, aging
push sector to 20 percent of economy. Health Affairs, 36(3),
553-563.
Ma, M., Jain, L. C., & Anderson, P. (Eds.). (2014). Virtual,
augmented reality and serious games for healthcare 1 (Vol. 1).
Berlin: Springer.
Mettler, M. (2016, September). Blockchain technology in
healthcare: The revolution starts here. In 2016 IEEE 18th
International Conference on e-Health Networking, Applications
and Services (Healthcom) (pp. 1-3). IEEE.
Myrick, K., & del Vecchio, P. (2016). Peer support services in
the behavioral healthcare workforce: State of the field.
9. Psychiatric rehabilitation journal, 39(3), 197.
Patil, H. K., & Seshadri, R. (2014, June). Big data security and
privacy issues in healthcare. In 2014 IEEE international
congress on big data (pp. 762-765). IEEE.
Respond to the following: Answer the 2 discussion question.
Include at least 1 reference. A good response to a written
question should combine your personal experiences with theory
to support your work. Be thoughtful and insightful and it must
demonstrate critical thinking and analysis. A good response to
the question should be about 3-4 paragraphs, and address all of
the issues that are raised. (Introduction, body and conclusion.)
Thank you. When answering discussion questions use an
example in your answer. These examples can be from your own
experience or from something you've read in the news, on the
internet, or from any other credible sourceM5D1: What Does
Money Have to Do With it?
It was once a common adage that “you get as much justice as
you can afford.” That is, the rich and powerful exact better legal
representation than the poor and indigent. However, with
overcrowded prisons, enormous caseloads, and given the current
economic climate where many state and local governments are
struggling with budget deficits, some states are actually
presenting their judges with the approximate costs of prison,
probation, and other forms of punishment so that these
economic factors can be carefully weighed in their sentence
practices. But, critics and prosecutors are concerned that judges
may go too easy on criminals in order to meet budget goals, at
the real “expense” of the larger social costs of crime,
particularly as it relates to the victims.
1. Discuss and debate which side of the issue you most favor
regarding judges being presented with potential sentencing costs
before they render a sentence.M5D2: Sentencing Options for the
Mentally Ill
Often, the seriously mentally ill in our nation are more likely to
10. be incarcerated than hospitalized, although due process
advocates argue that deinstitutionalization would allow the
mentally ill to have the same rights and freedoms as others;
however, others argue this is not a simple “one-size-fits all”
issue. Judges at all levels of our court system often struggle
with this sort of sentencing decision, relying heavily on the
findings of the pre - sentence report. Pre-sentence investigators
attempt to define the defendant’s illness and weigh it to the
particular crime when suggesting sentencing recommendations,
but, ultimately, the sentencing decision rests with the judge, and
both society and the defendant must endure any unintended
consequences that may arise from the sentencing decision, as
presented in the following video.
View the video, The Released: Downside of
Deinstitutionalization (Links to an external site.)Links to an
external site. [Video File][01 Min 53 Sec]
2. If you were a pre-sentence officer, discuss your reasons and
the sentencing options you might recommend to the judge in the
case of a seriously mentally ill defendant, ensuring that both the
public’s and the defendant’s rights are protected.
Respond to the following: Answer the
2
discussion
question. Include at
least
1
reference.
11. A good response to a written question should combine your
personal experiences with theory to
support your work
.
Be
thoughtful
and
insightful
and
it
must
demonstrate
critical
thinking
and
analysis.
A good response to the question should be about 3
-
4 paragraphs, and address all of the
issues that are raised.
(Introduction, body and conclusion.
) Thank you.
When
12. answe
ring
discussion questions use an example in your answer. These
examples can be from your own
experience or from something you've read in the news, on the
internet, or from any other credible
source
M5
D1:
What Does Money Have to Do With it?
It was once a common adage that “you get as much justice as
you can afford.” That is, the rich
and powerful exact better legal representation than the poor and
indigent. However, with
overcrowded
prisons, enormous caseloads, and given the current economic
climate where many
state and local governments are struggling with budget deficits,
some states are actually
presenting their judges with the approximate costs of prison,
probation, and other form
s of
punishment so that these economic factors can be carefully
weighed in their sentence practices.
But, critics and prosecutors are concerned that judges may go
too easy on criminals in order to
meet budget goals, at the real “expense” of the larger soci
al costs of crime, particularly as it
relates to the victims.
1
.
13. Discuss and debate which side of the issue you most favor
regarding judges being presented
with potential sentencing costs before they render a sentence.