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QUALITY IMPROVEMENT AND PATIENT SAFETY IN ANESTHESIA
-Dr. RAVIKIRAN H M
INTRODUCTION:
ď‚· The need for improving the quality and reducing the cost of health care has been
highlighted repeatedly in the scientific literature.
ď‚· Improving care, minimizing variation, and reducing costs have increasingly become
national priorities in many countries.
ď‚· Quality improvement (QI) programs that address these issues not only improve delivery
of care but also have a positive effect on practitioner job satisfaction and organizational
commitment.
DEFINITION:
W. Edwards Deming defined quality to business leaders, corporations, and Governments as “a
predictable degree of uniformity and dependability with a quality standard suited to the
customer.”
ď‚· This early definition of quality, stems from its application to industrial production.
ď‚· However, when the term quality is applied to health care, the subtleties and
implications of treating a human being are of prime importance, as opposed to the
concerns involved in producing consumer goods.
ď‚· Use of the term quality in the context of health care can sometimes lead to defensive
attitudes, economic concerns, and even ethical debates.
ď‚· In the health care sector, quality can have various meanings to different people. For
example, a daughter may evaluate quality by the level of dignity and respect with
which her elderly mother is treated by a nurse. A cardiac surgeon may see quality as a
percentage of improvement in the function of a heart on which he or she has just
operated. A business may judge quality by the timeliness and cost effectiveness of the
care delivered to its employees and its effect on the bottom line. Finally, society may
evaluate quality by the ability to deliver care to those who need it, regardless of their
cultural or socioeconomic backgrounds.
In order to help standardize the definition of quality in health care, the Institute of Medicine
(IOM) published its own definition in a 1990 report titled Medicare: A Strategy for Quality
Assurance. The IOM defined quality as “the degree to which health services for individuals and
populations increase the likelihood of desired health outcomes and are consistent with current
professional knowledge.” Inherent in this definition are the elements of measurement, goal
orientation, process and outcomes, individual and society preferences, and a dynamic state of
professional knowledge. This IOM definition of quality in health care has gained the most
widespread acceptance.
SIX AIMS OF IOM:
1. Safety: No patient or health care worker should be harmed by the health care system at any
time, including during transitions of care and “off hours,” such as nights or weekends.
2. Effectiveness: Effective medicine necessitates evidence based decisions about treatment for
individual patients, when such evidence exists.
3. Patient-centeredness: It is respectful of individual patient preferences, needs, and values
and uses these factors to guide clinical decisions.
4. Timeliness: Reduced wait time is important to both patients and health care practitioners.
5. Efficiency: Rising costs have increased scrutiny of waste in health care; this includes waste
in labor, capital, equipment, supplies, ideas, and energy. Improved efficiency reduces waste
and results in an increased output for a given cost.
6. Equity: Equitable care does not vary in quality based on personal characteristics such as
gender, ethnicity, geographic location, and socioeconomic status.
QUALITY MEASURES
Introduction:
Hospital care is particularly expensive in the United States, but the increased expense does not
lead to uniform or improved outcomes.
Federal and private groups have suggested ways to improve quality with standardized care and
reporting of measure outcomes.
The Surgical Care Improvement Project (SCIP) identifies several measures designed to reduce
surgical site infections. Tracking these measures and achieving their benchmarks is increasingly
being tied to payment, as well as being used to gain market share.
Government programs such as Pay-for-Performance are also used to drive standardized care,
with the goal of leading to improved outcomes at lower costs.
Operating room activities are complex and critical to the delivery of health care. A large number
of agencies and regulations oversee how an OR functions. The OR director must be familiar
with these various agencies and regulations to ensure compliance within the OR.
The focus on improving quality in the OR has led to the concept of using checklists to ensure
best practices are followed.
With new federal regulations concerning medical information, the use of electronic record
keeping has accelerated. The OR generates a large amount of data that presents challenges to
electronic systems to organize and capture. These anesthesia information management systems
(AIMS) can be an effective way to increase compliance, demonstrate quality, and improve
outcomes.
We need to know the following tools:
1. Model for Improvement
2. Quality improvement measures
3. Display tools
4. Improvement intervention tools
5. Source of Data
QUALITY ASSURANCE CONTINUOUS QUALITY
IMPROVEMENT
Traditional method Derived based on QA
ď‚· Uses standards to define quality.
ď‚· Standards can be defined as an
“acceptable” level of performance.
ď‚· include an explicit approach to process and
the.
ď‚· use of specifications to improve a process
or outcome.
ď‚· A specification is an explicit, measurable
statement regarding an important attribute
of a process or the outcome it produces.
ď‚· Specifications identify variables that need
to be measured but typically do not set
acceptable limits or standards.
Most standards are inherently arbitrary and
often lack consensus among medical
professionals
Consensus are present
React only when a standard is not met.
Examples of traditional standard-based QA
systems are peer review systems and morbidity
and mortality reviews.
All outputs or cases, not just failures, are
evaluated
These systems often exist to flag certain cases
or practitioners for intense review.
Practitioners may regard this intense review as
a punishment because only “failures” or “bad
recognize that errors occur and use different
responses.
correct errors by fixing the process rather than
the people.
apples” are identified, and process failures are
not connected with the outcome on every case
judgmental Not judgmental
if not carefully administered, can hold
practitioners responsiblefor random causes
over which they have no control.
change the process and prevent quality failures
before they happen by building improvements
into the process. To quote Philip Crosby, “The
system for causing quality is prevention, not
appraisal”
Excellence not measured Excellence is sometimes defined by the lack of
failure.
FRAMEWORKS FOR IMPROVEMENT-Model for Improvement:
The journey toward improvement can be made more efficient and more effective with a
systematic approach.
Associates in Process Improvement, is one such approach adopted by organizations across varied
disciplines and is currently the approach used.
Deming, applied these concepts to government and industry and developed the Plan, Do, Study,
Act (PDSA) cycle (Table 6-1).
A modification of the PDSA by the addition of three fundamental questions resulted in the
Model for Improvement (Fig. 1).
Figure 1 Diagram of Model for Improvement.
The three fundamental questions for improvement are:
1. What are we trying to accomplish? (Aim) The aim (or objective) for improvement should be
specific, measurable, actionable, relevant, and time-specific (also referred to as a SMART aim).
Ideas for improvements may come from interviewing those involved or affected by the process,
such as staff or patients. Ideas may also come from examining previous data on operational,
clinical, or financial processes.
2. How will we know if change is an improvement? (Measures) Ideally, measures should be
linked directly to the aim or goal of the project and should ensure that the interests of the
stakeholders of the process are represented. Quantitative measures should be used when possible
to measure change over time. These measures provide the feedback that enables one to know
whether or not the change is an improvement. However, not all projects have an easily
quantifiable outcome and the outcome may be more qualitative. It is worth the time and effort to
identify opportunities to translate goals into quantifiable outcomes if possible. These can be
easier to use to communicate success.
3. What changes can we make that will result in improvement? (Changes) Ideas for changes that
result in improvement often start with observations, modeling the success of others, and
brainstorming. The more intimate the understanding of a process and its key drivers, the higher
the likelihood of generating successful changes.
The three fundamental questions are followed by a PDSA cycle, which is the framework for
testing and implementing previously generated ideas for change.
Improvement may require multiple cycles of preferably small tests of change over time.
By testing changes on a small scale before implementation, risk is mitigated. Through repeated
cycles, increased knowledge is acquired, and actions are continuously modified or changed.
Measures defined in the first part of the model help determine whether or not a change is a
success. These measures are often plotted over time on run charts or control charts (Figs. 2 and
3). Knowledge can be gained from both successful and unsuccessful tests! Finally, PDSA cycles
both test a change and implement a successful change on a larger scale or in diverse clinical
areas.
Figure 2: Example of a run chart. This chart shows the plot of a performance measure over
time. The horizontal (x) axis represents time in months, and the vertical (y) axis represents the
performance measure—the percentage of compliance with the timing of preoperative antibiotics.
Figure 3: Example of a control chart that monitors the quality of the anesthesia induction
process, as measured by an induction compliance checklist. The solid red line marks the mean,
and the dashed lines indicate the upper control limit (UCL) and lower control limit (LCL), which
are ±3 standard deviations from the mean. The circled point represents a single special cause
variation in quality of induction. ICC, Induction Compliance Checklist score.
Lean Methodology and Six Sigma
In addition to the Model for Improvement, CQI initiatives have many other frameworks.
Two of these frameworks, Lean Production and Six Sigma, are briefly discussed here. These
frameworks are sometimes combined, such as in Lean-Six Sigma.
Lean methodology is focused on creating more value for the customer (i.e., the patient) with
fewer resources.
Every step in a process is evaluated to differentiate those steps that add value from those
that do not.
The ultimate goal is to eliminate all waste so that every step adds value to a process.
Other key components of Lean include reducing unevenness of workflow—for instance,
what we might find in intensive care unit (ICU) admissions or emergency cases—and
eliminating the overburdening of people and equipment.
Five principles govern Lean improvement:
1. Define the value that the customer is seeking.
2. Identify and map the value stream.: If evaluating preoperative assessment , map
the physical flow of a patient from the scheduling of a procedure through the day
of surgery (history and physical, preoperative counseling, lab tests, imaging,
consultations, etc.).
3. Smooth the flow between value-added steps: Eliminate steps that do not add value
to the overall process and are likely a poor use of time or effort on the part of the
caregivers or the patient. An example of this process might be eliminating
unnecessary tests or consultations in a patient’s preoperative evaluation and
reducing excess wait times that are the result of correctable inefficiencies.
4. Create pull between steps: Customer demand should trigger the start of a
downstream process. Examples include opening operating rooms or increasing
staffing based on surgical demand, as opposed to having a fixed amount of time
for each surgeon or surgical division.
5. Pursue perfection by continuing the process until you have achieved ultimate
value with no waste.
Six Sigma
It is similar to the Model for Improvement in that it makes use of a simple framework to
guide improvement, in this case using Define, Measure, Analyze, Improve, Control
(DMAIC).
QUALITY IMPROVEMENT MEASURES AND TOOLS
Measures should include the following:
1. Process measures that address the processes of health care delivery (e.g., perioperative
β-adrenergic blocker administration for patients, antibiotic administration for prevention
of surgical site infection)
2. Outcome measures that address patient outcomes from delivery of these services, such
as clinical and functional outcomes or satisfaction with services (e.g., morbidity,
mortality, length of stay, quality of life, or perceptions of care)
3. Balancing measures that address the possible consequences of changes in the process
(e.g., when process improvements are made to improve efficiency, other outcomes, such
as patient satisfaction, should not be adversely affected)
Each of these measures has advantages and limitations. A comprehensive set of measures
should include at least one process, outcome, and balancing measure. In addition, structural
measures, such as ICU nurse-to-physician staffing ratios, can be important to include when
appropriate.
For measurement to be effective, the following principles are important:
1. measures should focus on something that the improvement team has the power to change
and should initially be simple, small-scale measures that focus on the process itself and
not on people.
2. measures should be practical, seek usefulness— not perfection—and fit the work
environment and cost constraints.
3. data for measurement should be easy to obtain; finding ways to capture data while the
work is getting done allows measures to be built into daily work.
4. qualitative data (e.g., reasons for patient dissatisfaction) are often highly informative and
easy to obtain and should complement quantitative data (e.g., percentage of patients
satisfied with care).
5. balance is key; a balanced set of measures can help answer the question, Are we
improving parts of our system at the expense of others?
ANALYSIS AND DISPLAY OF QUALITY IMPROVEMENT DATA
Interpretation of data and understanding of process variation are fundamental to QI work.
1. Data elements central to improvement are first and foremost—those data are collected as
a basis for action.
2. Interpretation of data is made within the context of the process.
3. The analysis technique should filter out noise in the process.
Noise : additional meaning less information.
Aggregate data or summary statistics typically do not filter out noise in the system and do not
present a broad enough context to point practitioners in the direction of proper action or process
improvement.
Methods:
1. Run charts and control charts are graphic displays of data that enable observation of
trends and patterns over time.
2. A dashboard of measures functions like an instrument panel for an aircraft or automobile
and provides real-time feedback on what is happening.
3. Balanced scorecards, or “whole system measures,” are similar to dashboards and are
used to provide a complete picture of quality. balanced scorecard is defined as a
“multidimensional framework for describing, implementing, and managing strategy at all
levels of an enterprise by linking objectives, initiatives, and measures to an organization’s
strategy.
4. Process mapping is a method to gain this understanding.
5. A flow diagram, or flow chart, is an improvement tool used during process mapping; it
provides a visual picture of the process being studied, wherein the series of activities that
define a process is graphically represented. Flow charts identify and clarify all steps in
the process. They also help the team understand the complexity of the process and
identify opportunities for improvement.
6. Failure mode and effects analysis is a systematic, proactive method of identifying and
addressing problems associated with a process. It uses a standardized approach to
analysis that includes identifying the various steps in a process and addressing their
failure modes, effects, and possible interventions.
7. Key Driver Diagram (KDD) (Fig. 4) is another approach to organizing the theories and
ideas for improvement that a team has developed.
Figure 4 Example of a key driver diagram (KDD) developed to improve the operating room
(OR) to postanesthesia care unit (PACU) handoff process. This diagram incorporates the global
and smart aim of the project, the key drivers inherent to the process, and specific interventions
targeting each of the key drivers.
IMPROVEMENT INTERVENTION TOOLS
Efforts in QI and patient safety have produced tools with which to reorganize the way care is
delivered.
QI intervention tools are used to improve communication and teamwork.
Examples of these tools include daily goals sheets, briefings/debriefings, and checklists.
SOURCES OF QUALITY IMPROVEMENT INFORMATION
Development of a QI program first requires that an issue be identified; then baseline data are
collected and an improvement intervention instituted.
Data are re-collected after the intervention.
If the intervention is found to be effective, ongoing monitoring or audits are instituted to ensure
that the change is sustained.
Ideas for QI programs can be identified from a multitude of sources, but they typically start with
surveys and input from local medical staff and reviews of reported incidents.
Additional information is gathered from the literature, review of national guidelines and quality
metrics, and information obtained from external or internal reviews.
Sources of QI data that span both the clinical and administrative arenas include evidence-based
medicine (EBM) and evidence-based clinical practice guidelines, alerts from accrediting
agencies and nonprofit safety organizations, standards and guidelines put forth by medical
specialty associations, closed claims databases, and government agency administrative databases.
INCIDENT REPORTING:
Voluntary incident reporting that captures hazardous systems has been successfully used to
improve patient care and foster QI programs.
All anesthesiology departments should have a process in place for capturing adverse events and
near misses.
Although most departments have a process for reporting, many incidents go unreported for a
variety of reasons.
Departments should encourage voluntary reporting without threat of punishment.
Electronic capture of adverse events, near misses, and complaints can provide data that can
subsequently be analyzed to identify trends and assess the degree of harm that a hazard poses to
patients.
Events that occur frequently with low harm can be just as important as an event that occurs
rarely with high harm.
At the local level, it is more effective to focus on a more frequently occurring adverse event
(e.g., perioperative skin abrasions, mislabeling of laboratory specimens) or on a process that can
be measured with high frequency (e.g., hand hygiene, administration of antibiotic prophylaxis).
For rarely occurring harmful events, a QI initiative may encompass a more expansive analysis of
a national adverse-event database with multicenter participation.
With multiinstitutional event reporting systems, events that would rarely be seen in a single
institution can be collected in larger numbers.
PUBLISHED LITERATURE:
Literature reviews offer ideas for QI topics in specific areas and information to guide
interventions.
NATIONAL INITIATIVES AND QUALITY METRICS:
National professional organizations, such as the American Society of Anesthesiologists (ASA)
and the Society for Critical Care Medicine (SCCM), offer guidelines specific to the field.
The ASA has supported the review and development of many important guidelines that can serve
as a rich source of QI initiatives.
OUTCOMES RESEARCH:
The comparison of outcomes associated with different process decisions, or variations in care
delivery, is the basis for outcomes research.
Outcomes research offers a potential to identify these variations in care and to determine whether
they improve outcomes for patients undergoing anesthesia. One of the key issues in outcomes
research is risk adjustment, a challenging goal that requires a robust dataset.
Using administrative data to identify patient risk factors has many limitations.
Registries designed specifically for research, benchmarking, and QI are good sources for this
purpose.
The Society of Thoracic Surgeons (STS) and the National Surgical Quality Improvement
Programs (NSQIP) are examples of outcomes research registries.
INTERNAL OR EXTERNAL INSTITUTIONAL REVIEWS:
can provide important insights and ideas for QI initiatives. In addition to the external regulatory
reviews, institutions are expected to perform internal reviews of quality and identify areas for
improvement. These reviews are often used for QI projects at the institutional level.
PRIVATE INSURERS:
Many private insurers now collect data on certain quality elements. The Leapfrog group is one
such entity. They assesses hospital performance based on three evidence-based safety practices:
(1) use of computerized physician order entry,
(2) evidence-based hospital referral, and
(3) ICU physician staffing.
QUALITY IMPROVEMENT PROGRAMS:
Figure 5: Breakthrough Series Collaborative Model.
Figure 6 Translating evidence into practice (TRIP): four basic steps to ensure patients receive
evidence-based care.
Figure 7 CRBSI, Catheter-related bloodstream infections; CVC, central venous Catheter
Figure 8
CHALLENGES AND BARRIERS TO QUALITY IMPROVEMENT PROJECTS
Multicentered and/or single-hospital projects can fail because of
1. Inadequate resources,
2. Lack of leadership support,
3. Vague expectations and objectives for team members,
4. Poor communication,
5. Complex study plans,
6. Inadequate management of data collection, and
7. Wasted efforts to “reinvent the wheel” rather than adopting practices proven to be
effective.
Successful collaboratives require a local culture (the set of values, attitudes, and beliefs of the
group) that is ready for change and participants who have a shared view of safety and who
understand the science of patient quality and safety (i.e., the technical components of how care is
organized and delivered).
THE FUTURE: RESEARCH, EDUCATION AND ETHICS
Much remains to be accomplished in QI research and practice.
The opportunity to improve patient care is substantial, and the pressure to improve the quality of
perioperative care continues to increase.
QI projects have generally been exempt from the rigorous review of human-subjects research.
However, a Hastings Center Report on the ethics of using QI methods to improve health quality
and safety suggests that some QI projects may involve risk to patients and should undergo a
formal review.
SUMMARY
Health care organizations need a systematic approach to three areas of patient safety:
(1) translating evidence into practice,
(2) identifying and mitigating hazards, and
(3) improving culture and communication.
As consumers, payors, regulators, and accreditors increasingly require evidence regarding
quality of care, the demand for quality measures will grow. To meet these demands,
anesthesiologists must be prepared to use valid measures to evaluate the quality of care that they
provide and to implement evidence-based best practices in the perioperative care of patients.
Reference:
Millers anesthesia 8th
ed.

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Quality improvement and patient safety in anesthesia

  • 1. QUALITY IMPROVEMENT AND PATIENT SAFETY IN ANESTHESIA -Dr. RAVIKIRAN H M INTRODUCTION: ď‚· The need for improving the quality and reducing the cost of health care has been highlighted repeatedly in the scientific literature. ď‚· Improving care, minimizing variation, and reducing costs have increasingly become national priorities in many countries. ď‚· Quality improvement (QI) programs that address these issues not only improve delivery of care but also have a positive effect on practitioner job satisfaction and organizational commitment. DEFINITION: W. Edwards Deming defined quality to business leaders, corporations, and Governments as “a predictable degree of uniformity and dependability with a quality standard suited to the customer.” ď‚· This early definition of quality, stems from its application to industrial production. ď‚· However, when the term quality is applied to health care, the subtleties and implications of treating a human being are of prime importance, as opposed to the concerns involved in producing consumer goods. ď‚· Use of the term quality in the context of health care can sometimes lead to defensive attitudes, economic concerns, and even ethical debates. ď‚· In the health care sector, quality can have various meanings to different people. For example, a daughter may evaluate quality by the level of dignity and respect with which her elderly mother is treated by a nurse. A cardiac surgeon may see quality as a percentage of improvement in the function of a heart on which he or she has just operated. A business may judge quality by the timeliness and cost effectiveness of the care delivered to its employees and its effect on the bottom line. Finally, society may evaluate quality by the ability to deliver care to those who need it, regardless of their cultural or socioeconomic backgrounds.
  • 2. In order to help standardize the definition of quality in health care, the Institute of Medicine (IOM) published its own definition in a 1990 report titled Medicare: A Strategy for Quality Assurance. The IOM defined quality as “the degree to which health services for individuals and populations increase the likelihood of desired health outcomes and are consistent with current professional knowledge.” Inherent in this definition are the elements of measurement, goal orientation, process and outcomes, individual and society preferences, and a dynamic state of professional knowledge. This IOM definition of quality in health care has gained the most widespread acceptance. SIX AIMS OF IOM: 1. Safety: No patient or health care worker should be harmed by the health care system at any time, including during transitions of care and “off hours,” such as nights or weekends. 2. Effectiveness: Effective medicine necessitates evidence based decisions about treatment for individual patients, when such evidence exists. 3. Patient-centeredness: It is respectful of individual patient preferences, needs, and values and uses these factors to guide clinical decisions. 4. Timeliness: Reduced wait time is important to both patients and health care practitioners. 5. Efficiency: Rising costs have increased scrutiny of waste in health care; this includes waste in labor, capital, equipment, supplies, ideas, and energy. Improved efficiency reduces waste and results in an increased output for a given cost. 6. Equity: Equitable care does not vary in quality based on personal characteristics such as gender, ethnicity, geographic location, and socioeconomic status. QUALITY MEASURES Introduction: Hospital care is particularly expensive in the United States, but the increased expense does not lead to uniform or improved outcomes. Federal and private groups have suggested ways to improve quality with standardized care and reporting of measure outcomes.
  • 3. The Surgical Care Improvement Project (SCIP) identifies several measures designed to reduce surgical site infections. Tracking these measures and achieving their benchmarks is increasingly being tied to payment, as well as being used to gain market share. Government programs such as Pay-for-Performance are also used to drive standardized care, with the goal of leading to improved outcomes at lower costs. Operating room activities are complex and critical to the delivery of health care. A large number of agencies and regulations oversee how an OR functions. The OR director must be familiar with these various agencies and regulations to ensure compliance within the OR. The focus on improving quality in the OR has led to the concept of using checklists to ensure best practices are followed. With new federal regulations concerning medical information, the use of electronic record keeping has accelerated. The OR generates a large amount of data that presents challenges to electronic systems to organize and capture. These anesthesia information management systems (AIMS) can be an effective way to increase compliance, demonstrate quality, and improve outcomes. We need to know the following tools: 1. Model for Improvement
  • 4. 2. Quality improvement measures 3. Display tools 4. Improvement intervention tools 5. Source of Data QUALITY ASSURANCE CONTINUOUS QUALITY IMPROVEMENT Traditional method Derived based on QA ď‚· Uses standards to define quality. ď‚· Standards can be defined as an “acceptable” level of performance. ď‚· include an explicit approach to process and the. ď‚· use of specifications to improve a process or outcome. ď‚· A specification is an explicit, measurable statement regarding an important attribute of a process or the outcome it produces. ď‚· Specifications identify variables that need to be measured but typically do not set acceptable limits or standards. Most standards are inherently arbitrary and often lack consensus among medical professionals Consensus are present React only when a standard is not met. Examples of traditional standard-based QA systems are peer review systems and morbidity and mortality reviews. All outputs or cases, not just failures, are evaluated These systems often exist to flag certain cases or practitioners for intense review. Practitioners may regard this intense review as a punishment because only “failures” or “bad recognize that errors occur and use different responses. correct errors by fixing the process rather than the people.
  • 5. apples” are identified, and process failures are not connected with the outcome on every case judgmental Not judgmental if not carefully administered, can hold practitioners responsiblefor random causes over which they have no control. change the process and prevent quality failures before they happen by building improvements into the process. To quote Philip Crosby, “The system for causing quality is prevention, not appraisal” Excellence not measured Excellence is sometimes defined by the lack of failure. FRAMEWORKS FOR IMPROVEMENT-Model for Improvement: The journey toward improvement can be made more efficient and more effective with a systematic approach. Associates in Process Improvement, is one such approach adopted by organizations across varied disciplines and is currently the approach used. Deming, applied these concepts to government and industry and developed the Plan, Do, Study, Act (PDSA) cycle (Table 6-1). A modification of the PDSA by the addition of three fundamental questions resulted in the Model for Improvement (Fig. 1).
  • 6. Figure 1 Diagram of Model for Improvement. The three fundamental questions for improvement are: 1. What are we trying to accomplish? (Aim) The aim (or objective) for improvement should be specific, measurable, actionable, relevant, and time-specific (also referred to as a SMART aim). Ideas for improvements may come from interviewing those involved or affected by the process, such as staff or patients. Ideas may also come from examining previous data on operational, clinical, or financial processes.
  • 7. 2. How will we know if change is an improvement? (Measures) Ideally, measures should be linked directly to the aim or goal of the project and should ensure that the interests of the stakeholders of the process are represented. Quantitative measures should be used when possible to measure change over time. These measures provide the feedback that enables one to know whether or not the change is an improvement. However, not all projects have an easily quantifiable outcome and the outcome may be more qualitative. It is worth the time and effort to identify opportunities to translate goals into quantifiable outcomes if possible. These can be easier to use to communicate success. 3. What changes can we make that will result in improvement? (Changes) Ideas for changes that result in improvement often start with observations, modeling the success of others, and brainstorming. The more intimate the understanding of a process and its key drivers, the higher the likelihood of generating successful changes. The three fundamental questions are followed by a PDSA cycle, which is the framework for testing and implementing previously generated ideas for change. Improvement may require multiple cycles of preferably small tests of change over time. By testing changes on a small scale before implementation, risk is mitigated. Through repeated cycles, increased knowledge is acquired, and actions are continuously modified or changed. Measures defined in the first part of the model help determine whether or not a change is a success. These measures are often plotted over time on run charts or control charts (Figs. 2 and 3). Knowledge can be gained from both successful and unsuccessful tests! Finally, PDSA cycles both test a change and implement a successful change on a larger scale or in diverse clinical areas.
  • 8. Figure 2: Example of a run chart. This chart shows the plot of a performance measure over time. The horizontal (x) axis represents time in months, and the vertical (y) axis represents the performance measure—the percentage of compliance with the timing of preoperative antibiotics. Figure 3: Example of a control chart that monitors the quality of the anesthesia induction process, as measured by an induction compliance checklist. The solid red line marks the mean, and the dashed lines indicate the upper control limit (UCL) and lower control limit (LCL), which are ±3 standard deviations from the mean. The circled point represents a single special cause variation in quality of induction. ICC, Induction Compliance Checklist score. Lean Methodology and Six Sigma In addition to the Model for Improvement, CQI initiatives have many other frameworks. Two of these frameworks, Lean Production and Six Sigma, are briefly discussed here. These frameworks are sometimes combined, such as in Lean-Six Sigma.
  • 9. Lean methodology is focused on creating more value for the customer (i.e., the patient) with fewer resources. Every step in a process is evaluated to differentiate those steps that add value from those that do not. The ultimate goal is to eliminate all waste so that every step adds value to a process. Other key components of Lean include reducing unevenness of workflow—for instance, what we might find in intensive care unit (ICU) admissions or emergency cases—and eliminating the overburdening of people and equipment. Five principles govern Lean improvement: 1. Define the value that the customer is seeking. 2. Identify and map the value stream.: If evaluating preoperative assessment , map the physical flow of a patient from the scheduling of a procedure through the day of surgery (history and physical, preoperative counseling, lab tests, imaging, consultations, etc.). 3. Smooth the flow between value-added steps: Eliminate steps that do not add value to the overall process and are likely a poor use of time or effort on the part of the caregivers or the patient. An example of this process might be eliminating unnecessary tests or consultations in a patient’s preoperative evaluation and reducing excess wait times that are the result of correctable inefficiencies. 4. Create pull between steps: Customer demand should trigger the start of a downstream process. Examples include opening operating rooms or increasing staffing based on surgical demand, as opposed to having a fixed amount of time for each surgeon or surgical division. 5. Pursue perfection by continuing the process until you have achieved ultimate value with no waste. Six Sigma It is similar to the Model for Improvement in that it makes use of a simple framework to guide improvement, in this case using Define, Measure, Analyze, Improve, Control (DMAIC).
  • 10. QUALITY IMPROVEMENT MEASURES AND TOOLS Measures should include the following: 1. Process measures that address the processes of health care delivery (e.g., perioperative β-adrenergic blocker administration for patients, antibiotic administration for prevention of surgical site infection) 2. Outcome measures that address patient outcomes from delivery of these services, such as clinical and functional outcomes or satisfaction with services (e.g., morbidity, mortality, length of stay, quality of life, or perceptions of care) 3. Balancing measures that address the possible consequences of changes in the process (e.g., when process improvements are made to improve efficiency, other outcomes, such as patient satisfaction, should not be adversely affected) Each of these measures has advantages and limitations. A comprehensive set of measures should include at least one process, outcome, and balancing measure. In addition, structural measures, such as ICU nurse-to-physician staffing ratios, can be important to include when appropriate. For measurement to be effective, the following principles are important:
  • 11. 1. measures should focus on something that the improvement team has the power to change and should initially be simple, small-scale measures that focus on the process itself and not on people. 2. measures should be practical, seek usefulness— not perfection—and fit the work environment and cost constraints. 3. data for measurement should be easy to obtain; finding ways to capture data while the work is getting done allows measures to be built into daily work. 4. qualitative data (e.g., reasons for patient dissatisfaction) are often highly informative and easy to obtain and should complement quantitative data (e.g., percentage of patients satisfied with care). 5. balance is key; a balanced set of measures can help answer the question, Are we improving parts of our system at the expense of others? ANALYSIS AND DISPLAY OF QUALITY IMPROVEMENT DATA Interpretation of data and understanding of process variation are fundamental to QI work. 1. Data elements central to improvement are first and foremost—those data are collected as a basis for action. 2. Interpretation of data is made within the context of the process. 3. The analysis technique should filter out noise in the process. Noise : additional meaning less information. Aggregate data or summary statistics typically do not filter out noise in the system and do not present a broad enough context to point practitioners in the direction of proper action or process improvement. Methods: 1. Run charts and control charts are graphic displays of data that enable observation of trends and patterns over time. 2. A dashboard of measures functions like an instrument panel for an aircraft or automobile and provides real-time feedback on what is happening. 3. Balanced scorecards, or “whole system measures,” are similar to dashboards and are used to provide a complete picture of quality. balanced scorecard is defined as a “multidimensional framework for describing, implementing, and managing strategy at all
  • 12. levels of an enterprise by linking objectives, initiatives, and measures to an organization’s strategy. 4. Process mapping is a method to gain this understanding. 5. A flow diagram, or flow chart, is an improvement tool used during process mapping; it provides a visual picture of the process being studied, wherein the series of activities that define a process is graphically represented. Flow charts identify and clarify all steps in the process. They also help the team understand the complexity of the process and identify opportunities for improvement. 6. Failure mode and effects analysis is a systematic, proactive method of identifying and addressing problems associated with a process. It uses a standardized approach to analysis that includes identifying the various steps in a process and addressing their failure modes, effects, and possible interventions. 7. Key Driver Diagram (KDD) (Fig. 4) is another approach to organizing the theories and ideas for improvement that a team has developed. Figure 4 Example of a key driver diagram (KDD) developed to improve the operating room (OR) to postanesthesia care unit (PACU) handoff process. This diagram incorporates the global and smart aim of the project, the key drivers inherent to the process, and specific interventions targeting each of the key drivers. IMPROVEMENT INTERVENTION TOOLS
  • 13. Efforts in QI and patient safety have produced tools with which to reorganize the way care is delivered. QI intervention tools are used to improve communication and teamwork. Examples of these tools include daily goals sheets, briefings/debriefings, and checklists. SOURCES OF QUALITY IMPROVEMENT INFORMATION Development of a QI program first requires that an issue be identified; then baseline data are collected and an improvement intervention instituted. Data are re-collected after the intervention. If the intervention is found to be effective, ongoing monitoring or audits are instituted to ensure that the change is sustained. Ideas for QI programs can be identified from a multitude of sources, but they typically start with surveys and input from local medical staff and reviews of reported incidents. Additional information is gathered from the literature, review of national guidelines and quality metrics, and information obtained from external or internal reviews. Sources of QI data that span both the clinical and administrative arenas include evidence-based medicine (EBM) and evidence-based clinical practice guidelines, alerts from accrediting agencies and nonprofit safety organizations, standards and guidelines put forth by medical specialty associations, closed claims databases, and government agency administrative databases. INCIDENT REPORTING: Voluntary incident reporting that captures hazardous systems has been successfully used to improve patient care and foster QI programs. All anesthesiology departments should have a process in place for capturing adverse events and near misses. Although most departments have a process for reporting, many incidents go unreported for a variety of reasons. Departments should encourage voluntary reporting without threat of punishment.
  • 14. Electronic capture of adverse events, near misses, and complaints can provide data that can subsequently be analyzed to identify trends and assess the degree of harm that a hazard poses to patients. Events that occur frequently with low harm can be just as important as an event that occurs rarely with high harm. At the local level, it is more effective to focus on a more frequently occurring adverse event (e.g., perioperative skin abrasions, mislabeling of laboratory specimens) or on a process that can be measured with high frequency (e.g., hand hygiene, administration of antibiotic prophylaxis). For rarely occurring harmful events, a QI initiative may encompass a more expansive analysis of a national adverse-event database with multicenter participation. With multiinstitutional event reporting systems, events that would rarely be seen in a single institution can be collected in larger numbers. PUBLISHED LITERATURE: Literature reviews offer ideas for QI topics in specific areas and information to guide interventions. NATIONAL INITIATIVES AND QUALITY METRICS: National professional organizations, such as the American Society of Anesthesiologists (ASA) and the Society for Critical Care Medicine (SCCM), offer guidelines specific to the field. The ASA has supported the review and development of many important guidelines that can serve as a rich source of QI initiatives. OUTCOMES RESEARCH: The comparison of outcomes associated with different process decisions, or variations in care delivery, is the basis for outcomes research. Outcomes research offers a potential to identify these variations in care and to determine whether they improve outcomes for patients undergoing anesthesia. One of the key issues in outcomes research is risk adjustment, a challenging goal that requires a robust dataset. Using administrative data to identify patient risk factors has many limitations.
  • 15. Registries designed specifically for research, benchmarking, and QI are good sources for this purpose. The Society of Thoracic Surgeons (STS) and the National Surgical Quality Improvement Programs (NSQIP) are examples of outcomes research registries. INTERNAL OR EXTERNAL INSTITUTIONAL REVIEWS: can provide important insights and ideas for QI initiatives. In addition to the external regulatory reviews, institutions are expected to perform internal reviews of quality and identify areas for improvement. These reviews are often used for QI projects at the institutional level. PRIVATE INSURERS: Many private insurers now collect data on certain quality elements. The Leapfrog group is one such entity. They assesses hospital performance based on three evidence-based safety practices: (1) use of computerized physician order entry, (2) evidence-based hospital referral, and (3) ICU physician staffing. QUALITY IMPROVEMENT PROGRAMS: Figure 5: Breakthrough Series Collaborative Model.
  • 16. Figure 6 Translating evidence into practice (TRIP): four basic steps to ensure patients receive evidence-based care.
  • 17. Figure 7 CRBSI, Catheter-related bloodstream infections; CVC, central venous Catheter
  • 18. Figure 8 CHALLENGES AND BARRIERS TO QUALITY IMPROVEMENT PROJECTS Multicentered and/or single-hospital projects can fail because of 1. Inadequate resources, 2. Lack of leadership support, 3. Vague expectations and objectives for team members, 4. Poor communication, 5. Complex study plans,
  • 19. 6. Inadequate management of data collection, and 7. Wasted efforts to “reinvent the wheel” rather than adopting practices proven to be effective. Successful collaboratives require a local culture (the set of values, attitudes, and beliefs of the group) that is ready for change and participants who have a shared view of safety and who understand the science of patient quality and safety (i.e., the technical components of how care is organized and delivered). THE FUTURE: RESEARCH, EDUCATION AND ETHICS Much remains to be accomplished in QI research and practice. The opportunity to improve patient care is substantial, and the pressure to improve the quality of perioperative care continues to increase. QI projects have generally been exempt from the rigorous review of human-subjects research. However, a Hastings Center Report on the ethics of using QI methods to improve health quality and safety suggests that some QI projects may involve risk to patients and should undergo a formal review. SUMMARY Health care organizations need a systematic approach to three areas of patient safety:
  • 20. (1) translating evidence into practice, (2) identifying and mitigating hazards, and (3) improving culture and communication. As consumers, payors, regulators, and accreditors increasingly require evidence regarding quality of care, the demand for quality measures will grow. To meet these demands, anesthesiologists must be prepared to use valid measures to evaluate the quality of care that they provide and to implement evidence-based best practices in the perioperative care of patients. Reference: Millers anesthesia 8th ed.