hsma final 1
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Industrial Engineering
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Jan 9, 2024
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docx
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Uploaded by HighnessZebraMaster1004
IE5400 Spring 2023
Question 1-Building a better delivery system
Quality Aim 1: Safety
The Institute of Medicine's report on medical errors and patient safety
brought considerable attention to the problem of injury suffered by
hospitalized patients. The increasing focus on improving patient safety
through reducing medical errors and adverse events in the high-risk
PICU (Pediatric Intensive Unit) environment are palpable. We need to
design better interventions to reduce adverse occurrences and improve
our understanding of the types of errors and the circumstances within
the environment of care that contribute to these errors. There are
various Categories that the Institute of Medicine has categorized the
errors 1.
Diagnostic error- Autopsies have been used to detect missed
diagnoses that may have had ante mortem (before death)
problems.
2.
Treatment Errors-Medication errors are the most common
errors. The potential of error with high-risk drugs are great due
to the fact complex drugs, which when administered often
require meticulous calculation. The way to reduce this error is
to use Unit-Based Pharmacist. Studies show that the average
Clinical ICU pharmacist intervened approximately 35% of the
time.
Quality Aim 2: Effectiveness
Evidence- based practice incorporates the best research evidence,
clinical experience, and patient values to achieve the best solutions for
the patient. The pediatric traumatic brain injury guideline is an
excellent guideline 1.
a) it relies heavily on randomized controlled trials
2.
b) when evidence did not exist, it used effective
multidisciplinary
groups
for
consensus-driven
recommendations
3.
c) the guidelines are clearly a “work in progress” recognizing
that recommendations will change as new data become
available Quality aim 3: Equity
The Goal of equity is to provide impartial care for populations and to
individuals that is free from bias related to race, insurance status,
income, or gender. A 25-yr study of mortality associated with
congenital heart disease found that black patients had a 20% higher
mortality rate than white patient.
Solutions
1.
Reduce poverty and improve Economic Stability, people who
do not hold a fixed job have poor health outcomes.
2.
Health care access and affordability remain a major problem
for many Americans, especially those with low incomes and
historically marginalized groups. Policymakers could expand
access to health coverage, lower costs for care and treatment,
and improve the quality of health care services.
3.
Proposa
ls
to
cap
benefici
ary
drug
spendin
g and
limit
price
increase
s would
improv
e
access,
to those
with
low
income
s and
historic
ally
margina
lized
groups.
4.
Congre
ss must
enable
Medica
re
negotiat
ion for
drug
prices
to allow
Americ
ans to
access
the
medicat
ions
they
need at
reasona
ble and
afforda
ble
rates.
Quality Aim 4:
Timeliness
The IOM report characterizes timeliness in two ways. A “customer
service” looks for issues such as timely and effective communication
and wait times. Second, and more important to ICU patients, lack of
resource availability can risk adverse outcomes.
Timeliness in information transfer is related to improved PICU
outcomes. The ICU is a complex and dynamic, tightly coupled system.
Multiple processes and personnel must interact to provide high-quality,
error-free care. Multidisciplinary critical care teams are required. A
principal component that affects the functioning of the team is the
communication.
Health systems can leverage machine learning and predictive models
to improve patient flow for different departments throughout the
organization. Improving hospital patient flow results in reduced patient
wait times, reduced staff overtime, improved patient outcomes, and
improved patient and clinician satisfaction. By focusing on three
critical areas, health systems can foster successful data science that
will lead to improved hospital patient flow:
1.
Build a data science team.
2.
Create a machine learning pipeline to aggregate all data
sources.
3.
Form a comprehensive leadership team to govern data.
Quality aim 5: Patient Centerness
Patient centeredness as an IOM aim helps to characterize the
interactions between practitioners and their patients.In multiple
institutions study in hospitals patients reported problems with more
than 25% of health care processes. The most common were inadequate
information and lack of coordination.
Solution 1.
Operations Research can be used to providing systematic ways
for diagnosing, treating, and preventing disease, as well as
developing many more processes for improving population
health and quality of care and life. OR can also be used to
allocate shifts to hospital staff for better coordination.
2.
William P. Pierskalla is another pioneer of healthcare
Operations Research. He built models for scheduling nurses
and optimizing patient care in hospitals and developed a better
system for scheduling, as well as including a behavioral
analysis component – such as how many days off nurses
typically wanted and how often to schedule them for weekends.
This work was implemented in over a dozen hospitals in the
first year of use.
3.
-Increasing family involvement, A partnership between
members of the PICU team and the family of the patients
Quality Aim 6: Efficiency-
Certain websites such as Patient Care Link allow consumers and
healthcare industry workers to view hospital data and trends. Review
data and see which organizations excel in a particular area in which
you are looking to improve.
Question 1 part
2.
If
used
correctly,
technology and
analytical tools
with
unprecedented
power (such as
artificial
intelligence
and machine
learning) will
reduce costs,
extend
the
reach of health
care services,
and save lives.
Experts
are
needed who are
well-versed in
both
technology and
health care. In
other
words,
the new health
care
system
will
need
healthcare
systems
engineers.
Healthcare
systems
engineers
represent
an
important part
of the engine
that is going to
drive
health
care forward.
They
will
streamline
processes,
improve
the
way patients
receive
treatment, and
develop
efficiencies to
reduce costs.
Steps taken by Systems engineers to lower cost and optimize health
care
1)Reducing Overcrowding
Overcrowding in the emergency department (ED) has been associated
with increases in inpatient mortality, length of stay, and costs for
admitted patients.
More efficient bed management has the potential both to reduce wait
times by getting sick patients into a bed faster and to discharge people
faster, shortening the length of their stay. Health care systems
engineers are the specialists who could bring the knowledge, skills,
and tools to bear on such a system improvement in an impactful way.
2)Healthcare Engineers Help with Doctor Shortages
There has been a premonition about shortages of health care
professionals by 2025.
Making sure there is an adequate supply of health care in the right
places, in the right specialties, and at the right times, is a health care
system engineering challenge.
3)Healthcare systems engineers are also working to cut waste — for
example, the time taken up by unnecessary procedures — and
reapplying that capacity to increase the capabilities of the health care
system also help in cutting down costs and resources used.
4) Systems engineers can used OR and Logistics and warehouse
scheduling to deliver life-saving drugs on time and economically.
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Question 2
Quality aim 1: Safe
Health care delivery should be safely administered by reducing medical errors and adverse events.
Medications errors are most common treatment errors there is a huge risk with complex medication
and how the wrong medication could give rise to side effects. More studies relating to lumpectomy and mastectomy would give Mrs. Martinez a better chance to fight her ailment.
Quality aim 2: Effectiveness
Mrs. Martinez would have an Effective treatment if the different multidisciplinary groups Mentioned like the surgeon, an oncologist, and a radiologist would have come together sooner and discussed her problems for consensus recommendations.
Quality aim 3: Equity
Ms. Martinez was a single parent in her early 50's she had trouble getting an appointment with the doctor and two of the doctors refused to take new patients.Ms. Martinez was shown discrimination by the two doctors by them refusing her health care access. Secondly, she was discriminated on basis of her insurance plan or the fact that she was a single parent with two kids.
Solutions
Improve Economic conditions, due to centuries of marginalization, certain populations suffer from economic instability more than others. Working parents need access to quality and affordable child care to find and keep a job. Yet the cost of child care is at least equal to the average mortgage payment and more than twice the average car payment per month.
Quality aim 4) Timeliness
the first available non-urgent appointment was in 2 months, Ms. Martinez had to wait for an hour to meet her doctor, was given an appointment for a mammogram in 6 weeks, the first opening with the surgeon was 9 weeks later.
All these instances show that Ms. Martinez had problems with timely Health care access. She was not told about abnormal finding about her Mammograms which were circled the previous year
Solution
Multidisciplinary critical care teams are required. A principal component that affects the functioning of the team is the communication, especially nurse-physician communication. When the practitioners can participate in an open dialogue and exchange opinions concerning a patient’s condition, timely interventions can be made that improve patient outcomes. These issues are related
to the recent observation that better management associated with improved outcomes
Quality aim 5- Patient Centeredness she hoped she would not run out of her blood pressure medication in the interim, staff suggested that she arrange to have her old films mailed to her. Personnel traits comprising service quality include empathy, compassion, and respect were missing
in Ms. Martinez' case. She did not receive the quality of care expected, having to wait for long hours being told to deliver her mammograms, and being told to schedule meeting on her own.
Solution:
1.
Better coordination between the nurses and health professionals in delivering the possible care needed.
2.
Adequate Research about lesser studies Ailments could have improved Ms. Martinez situation.
Quality aim 6: Efficiency The System was not efficient at all, Appointments being scheduled after months, mammograms not
being mailed on time and aberrant findings not being delivered to the patient on time are all inefficient methods
Solution-
The Appointments must be better organized and according to the severity of the sickness furthermore. Employ healthcare systems engineers to cut waste — for example, the time taken up by unnecessary procedures — and reapplying that capacity to increase the capabilities of the health care system.
Question 3- problems involving in emergency department (ED) Emergency departments (ED) are a critical and indispensable component of the U.S. healthcare system which is why crowding has become a concern. A vast majority of people use it for nonurgent care and conditions which can be treated in a primary care setting.
Here are five causes of emergency department overuse:
Patients have limited access to timely primary care services.
1.
The emergency department provides convenient after-hours and weekend care.
2.
The emergency department offers patients immediate reassurance about their medical
conditions.
3.
Primary care providers refer patients to the emergency department.
4.
Hospitals have financial and legal obligations to treat emergency department patients.
5.
Lack of health care rehabilitation and respite facilities leads to a shortage of beds.
The consequences of ED Overuse:
1.
1) ED becomes Overwhelmed, filling up the waiting room and delaying care for those
patients leading to a risk of patient harm.
2.
2) Excess costs - the cost of ED is between 2 to five times that of primary care 3.
3) Fragmented care - the ED patients do not understand the emergency department
instructions and the ED rarely coordinates with the other departments because it is loaded
with patients.
The solution:
1.
Increasing access to primary care services can reduce ED overuse by up to 60%
2.
Direct Primary care is when patients pay a monthly fee in exchange for unlimited primary
care services such as all-day access and unlimited appointment scheduling 3.
Study patient volume over time, ED can avoid triage by staffing appropriately and
accurately.
Refrences
1.
Flagle C. D. (2002) Some Origins of Operations Research in the Health Service. Operations Research
, 50(1): 52-60. 2.
Mohan Lal T. & Kuchera D. (2013) Roundtable profile: Mayo Clinic. OR/MS Today
, 40(2). 3.
Bahr, G. K., Kereiakes, J. G., Horwitz, H., Finney, R., Galvin, J., & Goode, K. (1968). The method of linear programming applied to radiation treatment planning. Radiology
, 91
(4), 686-693. 4.
Flagle, Charles D. (1997) Interview, October 21, 1997, (video) National Library of Medicine
5.
Healthcare Process Improvement: 6 Strategies (healthcatalyst.com)
6.
1. Institute of Medicine Committee on Quality of Health Care in America: Crossing the Quality Chasm: A New Health System for the 21st Century. Washington DC, National Academy Press, 2001 2. Boat TF: Improving health outcomes for children. J Pediatr 2003; 143:559–563 7.
Institute for Healthcare Improvement: Idealized Design of the ICU. Available at: http:// www.ihi.org/idealized/idicu/index.asp. Accessed November 9, 2003
8.
Trustees of Dartmouth College. Available at: http://www.clinicalmicrosystem.org. Accessed November 11, 2004 9.
Nipshagen MD, Polderman KH, DeVictor D, et al: Pediatric intensive care: Results of European study. Intensive Care Med 2002; 28:1797–1803
10. Pearson G, Shann F, Barry P, et al: Should paediatric intensive care be centralized? Trent versus Victoria. Lancet 1997; 26: 1213–1217 11. Beckman U, Bohringer C, Carless R, et al: Evaluation of two methods for quality improvement in intensive care: Facilitated incident monitoring and retrospective medical chart review. Crit Care Med 2003; 31: 1006–1011
12. Klem SA, Pollack MM, Getson PR: Cost, resource utilization, and severity of illness in intensive care. J Pediatr 1990; 116:231–237 13. Pon S, Notterman DA, Martin K: Pediatric critical care and hospital costs under reimbursement by diagnosis-related groups: Effect of clinical and demographic characteristics. J Pediatr 1993; 123:355–364 14. Ruttimann UE, Patel KM, Pollack MM: Length of stay and efficiency in pediatric intensive
care units. J Pediatr 1998; 133: 79–85 15. Ruttimann UE, Pollack MM. Variability in duration of stay in pediatric intensive care units: A multiinstitutional study. J Pediatr 1996; 128:35–44 16. Pollack MM, Getson PR, Ruttimann UE, et al: Efficiency of intensive care: A comparative analysis of eight pediatric intensive care units. JAMA 1987; 258:1481–1486 17. Pollack MM, Katz RW, Ruttimann UE, et al: Improving the outcome and efficiency of intensive care: The impact of an intensivist. Crit Care Med 1988; 16:11–17
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