Posted: February 28th, 2023
INSTRUCTIONS
Course related article: Students are to find an article that is related to one of the chapters being taught. Download it in the designated dropbox along with a full page explaining the relationship to the chapter materials and your thoughtful reflection on the article.
International Journal for Quality Research 15(3) 1007–1022
ISSN 1800-6450
1 Corresponding author: Nayara Nicole de Sene Pereira
Email: nayara_senne@hotmail.com
1007
Nayara Nicole de Sene
Pereira1
Evandro Eduardo
Broday
Article info:
Received 24.03.2020.
Accepted 15.07.2020.
UDC – 005.6
DOI – 10.24874/IJQR15.03-20
APPLICATION OF CONTROL CHARTS
FOR MONITORING THE WAIT ING TIME
IN A BASIC HEALTHCARE UNIT IN
BRAZIL
Abstract: Brazilian public healthcare service is highly
demanded. However, the system has been through a restrained
scenario, with a long waiting time to have a doctor’s
appointment and scans. This research aims to analyze the
waiting time in the services of a Basic Healthcare Unit (BHU)
in a small city in the state of Sao Paulo, Brazil, by using
statistical control charts. The field research relays on
Taguchi’s loss function smaller-the-better, in other words, the
shorter the waiting time for patients, better is the perception of
quality. A direct observation was carried out in order to
acquire the patients’ waiting time for a medical appointment
and to evaluate the quality of the service. The patient waiting
time was monitored with Control Chart for Individual
Measurements and Moving Range and then it was determined
the capability of the service by using the 𝐶𝑝𝑘 index. It was
concluded that the service is inefficient based on Process
Capability Index (𝐶𝑝𝑘=-0.15), being the average waiting time
for a doctor’s appointment around 121.88 minutes
(approximately 2 hours).
Keywords: Quality Management; Control Charts; Public
Health Service; Waiting Time.
1. Introduction
The Brazilian Constitution (1988) says that
access to healthcare is a right of all Brazilian
citizens, either through the National Health
Service, which is the public service offered by
the government, or through private
agreements with private companies.
According to Tieghi (2013), the National
Health Service serves 200 million people, of
which 152 million are exclusive users of this
system. Brazil has more than 6000 hospitals,
45000 Basic Healthcare Units (BHU) and
30300 family health teams.
It is evident, then, that public health services
are the most demanded by the population.
However, the system has flaws in its main
programs and, as a consequence, there are
crowded hospitals, lack of manpower, lack of
training for professionals and problems
related to National Health Service financing
(Rossi, 2015). Thus, preserving a free
universal health system is an obstacle for
Brazil, mainly due to its territorial extension
(Tieghi, 2013).
These flaws can also be evidenced through
research carried out by the Brazilian Institute
of Geography and Statistics (IBGE) (2015),
which points out that 40.4% of the population
cannot get care due to the absence of doctors
and dentists, 32.7% do not have access to a
BHU, 6.4% do not find specialized
professionals to attend, 5.9% waited a long
time and gave up, 2.3% due to unavailability
1008 N.N.S. Pereira, E.E. Broday
of equipment, 2.1% due to the health service
not working, 0.5% for not being able to pay
for the consultation and 9.7% for other
reasons.
Al-Shdaifat (2015) conducted a survey where
TQM (Total Quality Management) was
implemented in hospitals in Jordan. Results
showed that less than 60% of hospitals
implemented, being the main principle to be
implemented costumer focus. Kalaja et al.
(2016) conducted a study at the regional
public hospital in Durrës, Albania, and
reported that healthcare is on the rise in the
country, receiving the attention of researchers
and doctors, due to deficiencies that the sector
faces and the challenges to be overcome. This
situation is very similar to that faced by
Brazil, which also faces deficiencies in the
sector.
In this way, quality tools can help the
limitations of the health sector. Control charts
are an example of a quality tool used in this
sector. According to Fry et al. (2012), even
though these graphs have been developed to
assist manufacturing quality control, control
charts have been suggested for assessing
clinical outcomes. It can be shown that
Statistical Process Control (SPC) can bring
many benefits to the health sector, reducing
waste, reducing costs and making better use
of resources, in order to prioritize patient
satisfaction. In order to bring benefits to the
services, the use of quality methods is
increasing, concerned with the quality of
service and improvements, with the consumer
satisfaction as the main goal (Rosa and
Broday, 2018).
The present research sought to evaluate the
capability of the Health System, based on the
Cpk index, in a small city in the state of Sao
Paulo, Brazil. The patients’ waiting time was
monitored with Control Charts for Individual
Measurements and Moving Range using data
from the waiting time of patients collected in
a Basic Healthcare Unit.
2. Literature Revi
Chapter 6.
Flow Processes Improvement:
Reengineering & Lean Management
Chapter 6: Flow Process Improvement
Yasar A. Ozcan
1
1
Outline
Reengineering vs. Other Methods
Lean Management
Work Design in Health Care Organizations
Work Design
Job Design
Work Measurement-Standard Times
Stopwatch Time Studies
Standard and Predetermined Times
Work Measurement Using Work Sampling
Determination of Sample Size
Development of Random Observations Schedule
Training Observers
Work Simplification
Work Distribution Chart
Flow Chart & Flow Process Chart
Value Stream Map
Spaghetti Diagram
Worker Compensation
Yasar A. Ozcan
Chapter 6: Flow Process Improvement
2
Introduction
Organizational Performance is a major concern for health care managers
Performance is usually measured financially by looking at profits, market share, reimbursement, but also can be measured by market share compared to other institutions or healthcare systems.
Performance is usually classified as:
Those who perform adequately with no imminent risk in their finances or market share
Those whose performance is marginally adequate
Those whose performance is less than less than expected
Yasar A. Ozcan
Chapter 6: Quantitatve Methods in Health Care Management
3
How do you improve institutional Performance?
4
Chapter 6: Quantitatve Methods in Health Care Management
Yasar A. Ozcan
Improve Finances (Restructuring, downsizing/Layoffs, mergers)
What problems are created by restructuring /downsizing?
Will this impact Quality of care?
Pareto Principle “While improving a part of the organization, one should not make other parts of the organization worse off”
Improved Productivity (automation, implement process improvements, cross training staff, etc.)
Improve Quality of Care
Value = Quality/Cost (Increase value by Improving Quality and by reducing cost)
TQM/CQI
To improve both performance and quality one can use TQM (Total Quality Management) and CQI (Continuous Quality Improvement)
This should be a Long-term goal
Make incremental changes (often over 5 to 6 years)
Requires management commitment to quality
Q. Why TQM and CQI end up in failure?
Management’s commitment can become diluted
Responsibility is only assigned to a limited number of people
Chapter 6: Quantitatve Methods in Health Care Management
Yasar A. Ozcan
5
Reengineering & Lean Management vs. Other Methods
Healthcare managers have often sought organizational change, restructuring, and downsizing. Although those methods may improve the financial base of the organization or productivity at least temporarily by “cutting the fat,” namely by reducing the staff across the board, yet they create other problems. In particular, reducing staff can lead to major problems in the quality of care.
Two other contemporary and popular methods that aim to improve both performance and the quality are total quality management (TQM) and continuous quality improvement (CQI) which are geared to make incremental changes over time.
Yasar A. Ozcan
Chapter 6: Flow Process Improvement
6
Reengineering and Lean management
What is Reengineering and Lean Management?
Yasar A. Ozcan
Chapter 6: Quantitatve Methods in Health Care Management
7
Flow Process Improvement via Reengineering and Lean Management
Reengineering and Lean Management methods are process improvement methodologies intended to overcome the difficulty in realizing TQM/CQI performance over a long duration, as well as the myopic conduct of organizational change, restructuring and downsizing.
To improve the system flow process, healthcare managers must be able to understand work-design, jobs, job measurement, process activities, and reward systems – all well known concepts of industrial engineering. With that knowledge, they can recognize the bottlenecks in the old system, identify unnecessary and repetitive tasks, and eliminate them in the reengineered system of care.
Yasar A. Ozcan
8
Chapter 6: Flow Process Improvement
Reengineering
Reengineering in the early 1990 aimed to improve:
Quality
Cost
Service
Speed
Chapter 6: Quantitatve Methods in Health Care Management
Yasar A. Ozcan
9
Reengineering
What should Reengineering do?
Eliminate Delays in healthcare delivery
Eliminate duplication in healthcare delivery/Eliminate unnecessary tasks
Implement automation or IT
Retrain employees to provide a comprehensive and undisruptive care
This will help reduce cost and speed up recovery
Yasar A. Ozcan
Chapter 6: Quantitatve Methods in Health Care Management
10
Example of Comprehensive and undisruptive care
Example is patient focused or patient centered care. Hospital offering patient-focused cardiac care for a patient recuperating from a heart attack or bypass surgery.
Nurses are trained to perform EKGs and Draw blood, so fewer staff are involved in the patient’s care
Patients are given one on one education about heart disease and cardiac rehab.
Families receive education about their health
Yasar A. Ozcan
Chapter 6: Quantitatve Methods in Health Care Management
11
Final Thought: Why reengineering Fails
12
Chapter 6: Quantitatve Methods in Health Care Management
Yasar A. Ozcan
One reason such efforts fail is that leaders assume that reengineering is no more than cos
SOLUTION
Quantitative methods are important tools for health care managers to analyze and evaluate the performance of health care organizations, make informed decisions, and optimize resource allocation. In health care management, quantitative methods are used to collect, analyze, and interpret data to identify patterns, trends, and relationships that can inform decision-making. Some of the quantitative methods commonly used in health care management include Statistical analysis: Statistical analysis is used to analyze and interpret data to identify patterns and relationships. Statistical methods such as regression analysis, ANOVA, t-tests, and correlation analysis can be used to analyze data collected from surveys, medical records, and other sources.
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