Patient Safety Indicators
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Patient Safety IndicatorsA way to improve health care
Serviço de Bioestatística e Informática Médica – Introdução à Medicina II
Patient Safety Indicators: A way to Improve Healthcare
According to the Institute of Medicine, Patient Safety is:
“freedom from accidental injury due to medical care, or medical errors.”
Patient Safety Indicators: A way to Improve Healthcare
Key words
Patient safety indicators
Quality indicators
Health status indicators
Provider-level indicators
Area-level indicators
What are Patient Safety Indicators (PSIs)?
Patient Safety Indicators: A way to Improve Healthcare
•Subset of quality indicators;
•Ways of measuring the quality of health care services during or after hospitalization;
•Concerned only about preventable situations.
Patient Safety Indicators: A way to Improve Healthcare
PSI’s
Provider-level indicators
The problem occurs within
the same hospitalization.
Area-level indicators
The problem occurs
within a given area.
PSI’s • Patient Safety Indicators - Provider PSI
Number
▫ Complications of Anesthesia 1 ▫ Death in Low-Mortality DRGs 2 ▫ Decubitus Ulcer 3 ▫ Failure to Rescue 4 ▫ Foreign Body Left During Procedure 5 ▫ Iatrogenic Pneumothorax 6 ▫ Selected Infections Due to Medical Care 7 ▫ Postoperative Hip Fracture 8 ▫ Postoperative Hemorrhage or Hematoma 9 ▫ Postoperative Physiologic and Metabolic Derangements 10 ▫ Postoperative Respiratory Failure 11 ▫ Postoperative Pulmonary Embolism or Deep Vein Thrombosis 12 ▫ Postoperative Sepsis 13 ▫ Postoperative Wound Dehiscence 14 ▫ Accidental Puncture or Laceration 15 ▫ Transfusion Reaction 16 ▫ Birth Trauma – Injury to Neonate 17 ▫ Obstetric Trauma – Vaginal with Instrument 18 ▫ Obstetric Trauma – Vaginal without Instrument 19 ▫ Obstetric Trauma – Cesarean Delivery 20
Patient Safety Indicators: A way to Improve Healthcare
• Patient Safety Indicators - Area PSI Number
▫ Foreign Body Left During Procedure 21
▫ Iatrogenic Pneumothorax 22
▫ Selected Infections Due to Medical Care 23
▫ Postoperative Wound Dehiscence 24
▫ Accidental Puncture or Laceration 25
▫ Transfusion Reaction 26
▫ Postoperative Hemorrhage or Hematoma 27
Patient Safety Indicators: A way to Improve Healthcare
Types of Data
• Administrative data from the National System of Health
▫ Data from
hospitalizations
Diagnoses
Procedures
Age
Gender
Admission source
Hospital classification
Patient Safety Indicators: A way to Improve Healthcare
Concerning all these items and the data we will have access to, our work is divided in…
•Analysis of hospitals, organized in groups
•Comparative analysis between groups of hospitals
•Analysis of data per year, from 2000 to 2005
• Comparison between Provider-level indicators and Area-level indicators, in the cases of the ones which appear in both groups.
Patient Safety Indicators: A way to Improve Healthcare
Type C – administrative groups
1 Central hospital
2 County* Hospital
3 County* Hospital level 1
Type A – economical groups [in group I are included the most complex, specialized and
technologically advanced hospitals]
Group I
Group II
Group III
Group IV
Hospital divisions we used
*meaning the portuguese administrative division “distrito”
Patient Safety Indicators: A way to Improve Healthcare
Objectives
• To conclude about the most prevalent PSI’s
• To identify the safety characteristics of each group of
hospitals
• To evaluate the evolution of the PSI’s in the various groups of
hospitals
Patient Safety Indicators: A way to Improve Healthcare
Key questions
• What are the main differences between the various groups of
hospitals?
• Which are the most safety hospitals?
• Which group of hospitals suffered the biggest evolution?
• Which are the most prevalent PSI’s?
Patient Safety Indicators: A way to Improve Healthcare
Participants and methods
Target population:
inpatient episodes from public Portuguese hospitals, with discharges
between years 2000 and 2005
Sample:
no sample (we will use all the
data)Inclusion criteria:
having attended the National Service of Health
Unity of analysis:
each group of hospitals
Patient Safety Indicators: A way to Improve Healthcare
Data withdrawn from the AHRQ website
Patient Safety Indicators: A way to Improve Healthcare
PSI 5 – Foreign Body Left During Procedure, Secondary Diagnosis FieldNumerator• ICD-9-CM codes for foreign body left in during procedure in any secondary
diagnosis
Denominator• All surgical and medical discharges 18 years and older or MDC 14 defined by
Surgical and Medical Discharge DRGs. Exclude patients with ICD-9-CM codes for foreign body left in during procedure in the principal diagnosis field or
secondary diagnosis present on admission.
General result:
PSI 5 = 0,0625 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
PSI 5 - Gender per year
0
0,02
0,04
0,06
0,08
0,1
0,12
2000 2001 2002 2003 2004 2005
Year
Rate
per
1000 c
ases
Male Female
PSI 5 - Economic Groups per year
0
0,05
0,1
0,15
0,2
0,25
0,3
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Group I Group II Group III Group IV
Patient Safety Indicators: A way to Improve Healthcare
Male = 0,077
Female = 0,052
AHRQ Rates:
Male = 0,084
Female = 0,086
I = 0,1435
II = 0,0602
III = 0,0474
IV = 0,0508
PSI 5 - Administrative Groups per year
0
0,02
0,04
0,06
0,08
0,1
0,12
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Central Hospital = 0,0773
County Hospital = 0,0522
County Hospital Level 1 = 0,0474
Patient Safety Indicators: A way to Improve Healthcare
PSI 6 – Iatrogenic Pneumothorax, Secondary DiagnosisNumerator• Discharges with ICD-9-CM code of 512.1 in any secondary diagnosis field
Denominator• Include all surgical and medical discharges 18 years and older or MDC 14 defined
by Surgical and Medical Discharge DRGs. • Exclude cases with:• ICD-9-CM code of 512.1 in the principal diagnosis field or secondary diagnosis,• MDC 14• diagnosis code of chest trauma or pleural effusion • ICD-9-CM procedure code of diaphragmatic surgery repair • any code indicating thoracic surgery, lung or pleural biopsy, or assigned to cardiac
surgery DRGs
General resultsPSI 6 = 0,297 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
PSI 6 - Gender per year
0
0,05
0,1
0,15
0,2
0,25
0,3
0,35
0,4
0,45
2000 2001 2002 2003 2004 2005
Year
Ra
te p
er
10
00
ca
se
s
Male Female
PSI 6 - Economic Groups per year
0
0,1
0,2
0,3
0,4
0,5
0,6
0,7
0,8
0,9
2000 2001 2002 2003 2004 2005
Year
Ra
te p
er
10
00
ca
se
s
Group I Group II Group III Group IV
I = 0,5195
II = 0,4110
III = 0,0344
IV = 0,2093
Male = 0,3573
Female = 0,2413
Patient Safety Indicators: A way to Improve Healthcare
AHRQ Rates:
Male = 0,506
Female = 0,622
PSI 6 - Administrative Group per year
0
0,1
0,2
0,3
0,4
0,5
0,6
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Central Hospital = 0,435
County Hospital = 0,2127
County Hospital Level 1 = 0,034
Patient Safety Indicators: A way to Improve Healthcare
PSI 7 – Selected Infections due to Medical Care, Secondary Diagnosis Field
Numerator• Discharges with ICD-9-CM code of 999.3 or 996.62 in any secondary
diagnosis field Denominator• All surgical and medical discharges 18 years and older or MDC 14
defined by Surgical and Medical Discharge DRGs.• Exclude cases with:
▫ with ICD-9-CM code of 999.3 or 996.62 in the principal diagnosis field or secondary diagnosis present on admission, if known
▫ length of stay less than 2 days ▫ any code for immunocompromised state or cancer ▫ cancer DRG
General resultsPSI 7 = 0,671 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
PSI 7 - Economic Groups per year
0
0,2
0,4
0,6
0,8
1
1,2
1,4
1,6
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Group I Group II Group III Group IV
PSI 7 - Gender per year
0
0,2
0,4
0,6
0,8
1
1,2
1,4
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Male Female
Patient Safety Indicators: A way to Improve Healthcare
Male = 0,9877
Female = 0,4686
I = 1,1944
II = 1,1194
III = 0,2002
IV = 0,4375
AHRQ Rates:
Male = 2,716
Female = 1,744
PSI 7 - Administrative Groups per year
0
0,2
0,4
0,6
0,8
1
1,2
1,4
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Patient Safety Indicators: A way to Improve Healthcare
Central Hospital = 1,0333
County Hospital = 0,4830
County Hospital Level 1 = 0,2002
PSI 14 – Postoperative Wound DehiscenceNumerator• Discharges with ICD-9-CM code for reclosure of postoperative disruption of
abdominal wall
Denominator• Include all abdominopelvic surgical discharges age 18 and older.• Exclude case:
▫ where length of stay is less than 2 days ▫ with immunocompromised state ▫ MDC 14
General results
PSI 14 = 7,16 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
PSI 14 - Gender per year
0
2
4
6
8
10
12
14
16
2000 2001 2002 2003 2004 2005
Year
Ra
te p
er
10
00
ca
se
s
Male Female
PSI 14 - Economic Groups per year
0
2
4
6
8
10
12
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Group I Group II Group III Group IV
I = 6,0885
II = 8,0627
III = 1,9741
IV = 7,4808
Male = 9,3522
Female = 5,3288
Patient Safety Indicators: A way to Improve Healthcare
AHRQ Rates:
Male = 4,311
Female = 0,995
PSI 14 - Administrative Group per year
0
2
4
6
8
10
12
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Central Hospital = 7,2904
County Hospital = 7,6758
County Hospital Level 1 = 1,9741
Patient Safety Indicators: A way to Improve Healthcare
PSI 15 – Accidental Puncture or Laceration, Secondary Diagnosis Field
Numerator• Discharges with ICD-9-CM code denoting accidental cut, puncture,
perforation or laceration during a procedure.
Denominator• All surgical and medical discharges 18 years and older or MDC 14 defined
by Surgical and Medical Discharge DRGs.• Exclude cases with
▫ ICD-9-CM code denoting technical difficulty in the principal diagnosis field or secondary diagnosis present on admission
▫ MDC 14 .
General results
PSI 15 = 2,048 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
PSI 15 - Gender per year
0
0,5
1
1,5
2
2,5
3
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Male Female
PSI 15 - Economic Groups per year
0
1
2
3
4
5
6
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Group I Group II Group III Group IV
Male = 1,9776
Female = 2,1138
I = 4,1782
II = 2,6590
III = 0,6860
IV = 1,3434
Patient Safety Indicators: A way to Improve Healthcare
AHRQ Rates:
Male = 2,942
Female = 4,080
PSI 15 - Administrative Groups per year
0
0,5
1
1,5
2
2,5
3
3,5
4
4,5
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Central Hospital = 3,0253
County Hospital = 1,3657
County Hospital Level 1 = 0,6860
Patient Safety Indicators: A way to Improve Healthcare
PSI 16 – Transfusion Reaction, Secondary Diagnosis
Numerator
• Discharges with ICD-9-CM codes for transfusion reaction.
Denominator• Include all surgical and medical discharges 18 years and older or MDC 14
defined by Surgical and Medical Discharge DRGs.• Exclude cases with preexisting transfusion resction.
General results
PSI 16 = 0,004 (Rate per 1000 cases)
Patient Safety Indicators: A way to Improve Healthcare
Patient Safety Indicators: A way to Improve Healthcare
PSI 16 - Gender per year
00,0010,0020,0030,0040,0050,0060,0070,0080,009
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Male Female
PSI 16 - Economic Groups per year
0
0,005
0,01
0,015
0,02
0,025
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Group I Group II Group III Group IV
Male = 0,0073
Female = 0,0024
Group I = 0,0062
Group II = 0,0038
Group III = 0,01
Group IV = 0,0038
AHRQ Rates:
Male = 0,003
Female = 0,005
PSI 16 - Administrative Groups per year
0
0,005
0,01
0,015
0,02
0,025
2000 2001 2002 2003 2004 2005
Year
Rat
e p
er 1
000
case
s
Central Hospital County Hospital County Hospital Level 1
Patient Safety Indicators: A way to Improve Healthcare
Central Hospital = 0,0038
County Hospital = 0,0043
County Hospital Level 1 = 0,01
Patient Safety Indicators: A way to Improve Healthcare
General ComparisonsGender General Comparison
0,0
0,5
1,0
1,5
2,0
2,5
PSI 5 PSI 6 PSI 7 PSI 15
PS
I R
ate
Male
Female
PSI 14 per Year
0123456789
10
PSI14
PS
I R
ate
Male
Female
Patient Safety Indicators: A way to Improve Healthcare
Year General Comparison
-0,10,10,30,50,70,91,11,31,51,71,92,12,32,5
PSI 5 PSI 6 PSI 7 PSI 15
PS
I R
ates
2000
2001
2002
2003
2004
2005
PSI 14 per Year
0123456789
10
PSI 14
PS
I Rat
e
2000
2001
2002
2003
2004
2005
Patient Safety Indicators: A way to Improve Healthcare
Economical Groups General Comparison
0,0
0,5
1,0
1,5
2,0
2,5
3,0
3,5
4,0
4,5
PSI 5 PSI 6 PSI 7 PSI 15
PS
I R
ate
I
II
III
IV
PSI 14 per Economical Group
0
1
2
3
4
5
6
7
8
9
PSI 14
PS
I R
ate
I
II
III
IV
Patient Safety Indicators: A way to Improve Healthcare
Administrative Groups General Comparison
0,0
0,5
1,0
1,5
2,0
2,5
3,0
PSI 5 PSI 6 PSI 7 PSI 15
PS
I R
ate Central Hospital
County Hospital
County Hospital Level 1
PSI 14 per Administrative Group
0
1
2
3
4
5
6
7
8
PSI 14
PS
I R
ate Central Hospital
County Hospital
County Hospital Level 1
Obtained Rates (per 1000 cases)
AHRQ rates (per 1000 cases)
PSI 5 0,063 0,085
PSI 6 0,323 0,570
PSI 7 0,671 2,087
PSI 14 7,16 2,101
PSI 15 2,048 3,563
PSI 16 0,004 0,004
Patient Safety Indicators: A way to Improve Healthcare
Some conclusions
• Generally, the men were more affected by these medical errors than women.
• Although we predicted the other way, the rate of complications has shown higher in Type I Hospitals than in less developed, economically and technically, hospitals.
• Overall, Central Hospitals show a higher rate of medical error than smaller hospitals.
• Concerning the time period we are analyzing, there seems to be an increase of the PSI rates along the years.
• Comparing with the reference values, our rates appear to be very similar or even better than the American rates, published by the AHRQ.
• Of the six PSI presented here, PSI 14 - Postoperative Wound Dehiscence - is the most prevalent.
Patient Safety Indicators: A way to Improve Healthcare
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Patient Safety Indicators: A way to Improval
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184 Suppl 10: S41-3.
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Turma 22
Ana Filipe Rocha
Ana Rita Santos
Carolina Cardoso
Eva Brysch
Joana
Rodrigues
Marina Pinto
Pedro Vaz
Sara Pinto
Vasco Marques
Patient Safety Indicators: A way to Improval
Patient Safety Indicators: A way to Improval