metrology in medicine martin turner senior research associate & douglas joseph fellow, dept of...
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Metrology in medicine
Martin Turner Senior Research Associate &Douglas Joseph Fellow,Dept of Anaesthetics, University of Sydney
Peter C Kam Prof & Head of Department,Dept of Anaesthetics, UNSW.
A Barry Baker Prof & Head of Department,Dept of Anaesthetics, University of Sydney.
Acknowledgements: RB Frenkel, NML
AJ Coleman, Guy’s & St Thomas’Hospital, UK
Measurements in medicine:
Aid diagnosis
• absolute values
Guide treatment:
• absolute values
• relative values or changes/trends(e.g. peak flow in asthma)
Old instruments vs modernEarly medical
instruments:
• Simple, mechanical
• Faults were self-evident
Modern instruments:• Black (coloured) box
• Software-based
• Digital display
• Faults & lack of calibrationnot readily evident
Characteristics of medical measurements
High variability(both intra– and inter–individual)
Often indirect(e.g. cardiac output)
Results often depend strongly on measurement technique
Often uncertainty 10 – 20% is acceptable
RiskMedical measurements are made on
sick people:
• most diagnostic & therapeutic procedures have associated risks
• a degree of risk associated with measurements is acceptable
Risk and variability
Clinicians are familiar with the combination of variability & risk
Many clinicians:• assume variability due to lack of calibration is
swamped by biological variability• do not see a need for traceable calibration of
medical instruments
Many medical instruments are not traceably calibrated
Diagnoses rarely depend on a single measurement
Good clinicians:
• know what results to expect
• disregard unusual measurements in the face of conflicting clinical evidence
Mitigating factors
Therapeutic Goods Authority
Falls under the Federal Dept of Health and Aging
New medical devices must be licensed by the TGA
Test equipment used to assess new equipment is required to be traceably calibrated
Maintenance of existing medical equipment?
StandardsAS/NZS 3551:1996. Technical
management programs for medical devices.
• TEST EQUIPMENT: Test equipment used shall be regularly calibrated … to achieve traceability of measurement.
• AS/NZS 3551 is not enforced
• AS/NZS 3551 is ignored in some hospitals
Accreditation The Australian Council on Healthcare
Standards (ACHS) accredits Hospitals• metrology issues are not prominent
NATA accredits Pathology & Biochem labs (Medical Testing Labs)
Some professional bodies accredit their labs & practitioners
Quality control of other measurements appears to be at the discretion of individual clinicians, groups or hospitals
Evidence-based medicine
EBM is
• The conscientious, explicit and judicious use of current best evidence in making decisions about the care of individual patientsBMJ 1996 312(7023):71-2.
Presently there is no evidence that uncalibrated medical instruments cause adverse outcomes (Wilson et al. Med J Aust 1995;163:458. Med J Aust 1999; 170:411)
Is traceable calibration likely to improve medical outcomes?
Case study: Blood pressure
Most commonly measured physiological variable
Diagnosis of hypertension depends entirely on BP measurements
29% of Australians 25 yrs have hypertension (NHF)
Hypertension is an independent risk factor for coronary heart disease and cardiovascular disease.
Cardiovascular diseases caused 40% of all deaths in Australia in 1998 (NHF).
What is the effect of measurement error on the diagnosis of hypertension?
What is the range of measurement error?
What is the sensitivity to those errors?
AS EN 1060.1 2002 Non-invasive sphygmomanometers – General requirements requires |error| < 3 mm Hg
UK Sphyg survey (J Hum Hyperten 15:587 2001)
-30 -20 -10 0 10 20 300
20
40
60
80
100
BP error (mm Hg)
cu
mu
lati
ve
dis
t (%
)
949 Hg sphygs
513 aneroid sphygs
|error| > 3 mm Hg: 16%
|error| > 5 mm Hg: 9.3%
|error| > 10 mm Hg: 3.7%
1 in 54 UK GPpractices had sphygscalibrated regularly
Distribution of diastolic BP
66
16
105
2 10
10
20
30
40
50
60
70
< 80 80-84 85-89 90-94 95-99 > 100
Diastolic BP (mm Hg)
% o
f s
ub
jec
ts
Source: Joffres MR et al. Can Med Assoc J 146(11):1997 - 2005 1992Data acquired 1986-1990; N = 20582; data include treated subjects (10% of total).
80 100 120 140 16010
0
101
102
Blood pressure (mm Hg)
% s
ubje
cts
with
pre
ssur
e >
xdiastolicsystolic
cbxaxxp 2
10)(
Prob. that patient has true BP > x: p(x)
Classification threshold: xo
Measurement error: x
Probability of classifying a patient hypertensive: p(xo–Δx)
Change in hypertensives: )(
)(
0xp
xxpf o
-10 -8 -6 -4 -2 0-90
-80
-70
-60
-50
-40
-30
-20
-10
0
measurement error (mm Hg)
hyp
ert
ensi
ve p
atie
nts
mis
sed
(%
)
Systolic
Diastolic85 mm Hgthreshold
90 mm Hg
95 mm Hg
0 2 4 6 8 100
100
200
300
400
500
600
measurement error (mm Hg)
addi
tiona
l hyp
erte
nsiv
e p
atie
nts
(%)
Systolic
Diastolic
85 mm Hg
90 mm Hg
95 mm Hgthreshold
Effects of systematic error in BPat xo = 95 mm Hg
• +3 mm Hg: of 9 patients called hypertensive 4 are not
• –3 mm Hg: half of true hypertensives missed
• +5 mm Hg: of 13 patients called hypertensive 8 are not
• –5 mm Hg: 2/3 of hypertensives missed
Determine the performance of sphygs in Australian GP practices
Analyse the distribution of BP in Australia
Estimate:• the number of normotensive people treated for
hypertension• the number of untreated hypertensives• the number of cardiovascular deaths due to
inadequate sphygmomanometer calibration
Further work
Other measurements
Temperature:• IR thermometers:
– bias up to 2.3°C– 1.5°C scatter
Spirometry:• Electronic spirometers
– Type tested (inadequately?)– In use calibration is inadequate
These examples may represent the tip of the medical metrology iceberg in Australia
Inadequately calibrated medical instruments are an unrecognised cause of preventable medical errors
Traceable calibration of medical measurement systems would:
• Improve the quality of healthcare
• Reduce long term healthcare costs
Conclusions
Temperature
Tympanic IR thermometers are replacing Hg-in-glass thermometers
Imamura et al. (Tokyo 1998) compared four different IR thermometers with tympanic thermocouples in vivo.
Spirometry
Commonly used for diagnosis & treatment of asthma and COPD
2.2 million asthmatics in Australia
397 asthma deaths in Australia in 2002
0 0.5 1 1.5 2
0
2
4
6
8
10
12
time (s)
flo
w (
L/s
)
ATS standard curves
• Forced vital capacity (FVC)• FEV1
• Peak flow
26
1
7
Hankinson & Crapo, Am J Respir Crit Care Med 1995; 152:696
Spirometer calibration
• At manufacture: Type-tested against 26 ATS curves using servo-driven syringe
• Servo-driven syringe has no correction for gas compression
• Many hand-driven syringes are not regularly calibrated
• Forced expiratory flow has high harmonic content, so static calibration (0 Hz only) is completely inadequate.
Systematicerror
(mm Hg)
Diastolic Systolic*
85† 90 95 –
–5 –57(1)‡ –62(1) –67(1) –30(2)
–3 –39(1) –44(1) –48(1) –19(2)
–1 –15(0·4) –17(0·2) –19(0·5) –7(1)
+1 16(1) 20(0.3) 23(1) 7(1)
+3 55(3) 68(1) 83(2) 24(3)
+5 102(7) 132(4) 166(5) 43(5)
• Professional bodies:
– accredit some labs(Thoracic Society of Australia & New Zealand accredits lung function labs)
– certify technicians in some fields(Australian & NZ Soc of Respiratory Science certifies Respiratory Function Scientists)
– produce guidelines
BP measurement error
• 2001: UK GP sphygmomanometers:
3.7% had |error| > 10 mm Hg
9.3% had |error| > 5 mm Hg
16% had |error| > 3 mm Hg
1 in 54 UK GP practices had sphygs regularly calibrated
• 1995/9: Australian sphygs (Newcastle):
Sphyg maintenance: ‘poor’J Qual Clin Pract. 1995;15:17-22, 1999;19:95-8