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Worldlab 2011, Berlin
‘‘Counting the Cost of the Preanalytical PhaseCounting the Cost of the Preanalytical Phase’’
•• The Impact of Preanalytical Errors on Patients Treatment:The Impact of Preanalytical Errors on Patients Treatment:
Prof. G. Lippi, Prof. G. Lippi, Universitaria di Parma, ItalyUniversitaria di Parma, Italy
•• Understanding the Cost of the Preanalytical Phase in an OutpatiUnderstanding the Cost of the Preanalytical Phase in an Outpatient Setting:ent Setting:
Dr. G. Dr. G. SoffiatiSoffiati, , Ospedale ʺS. Bortoloʺ, ItalyOspedale ʺS. Bortoloʺ, Italy
• Discovering the Opportunity Cost of Preanalytical Errors:Discovering the Opportunity Cost of Preanalytical Errors:
Prof. M. Nauck, Prof. M. Nauck, University Hospital GreifswaldUniversity Hospital Greifswald, GermanyGermany
•• Questions & DiscussionsQuestions & Discussions
•• CoCo‐‐chairschairs Prof. M. Prof. M. PlebaniPlebani & Prof. V. & Prof. V. PalickaPalicka
WORLDMEDLAB 2011 BerlinWORLDMEDLAB 2011 BerlinISW # 32ISW # 32
Worldlab 2011, Berlin
The Impact of Preanalytical Errors on The Impact of Preanalytical Errors on
Patients TreatmentPatients Treatment
Prof. G. Prof. G. LippiLippiUniversity HospitalUniversity Hospital
Parma,Parma, ItalyItaly
‘‘Counting the Cost of the Preanalytical PhaseCounting the Cost of the Preanalytical Phase’’
Worldlab 2011, Berlin
Preanalyticalerrors
PreanalyticalPreanalyticalerrorserrors
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Clinical ChemistryLaboratory
Worldlab 2011, Berlin
The consequences of laboratory errors might often be serious, especially for those related to specialised tests, as these are often considered as ‘diagnostic’. Thus, patients might be diagnosed with a particular disorder,when in fact they don't have it (i.e., ‘falsepositive’ test result is obtained), or else apatient with a true disorder might be missed(i.e., ‘false negative’ test result is obtained),both circumstances jeopardizing the patient health and producing unnecessary costs tothe healthcare system.
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Economical impact of repeating blood collectionEconomical impact of repeating blood collection
Group n. of tubes / year
Group 1 3,5000,000
Group 2 800,000
Group 3 400,000
Group 4 100,000
% of repeated collection
Group 1 Group 2 Group 3 Group 4
2% $7,000 $1,600 $800 $200
5% $17,500 $4,000 $2,000 $500
10% $35,000 $8,000 $4,000 $1,000
15% $52,500 $12,000 $6,000 $1,500
20% $70,000 $16,000 $8,000 $2,000
Economical impact of repeating blood collection:
n. of tubes ____ x repetition of tube % = _______ x $0,10 = overall expense for repeating blood collection.
Worldlab 2011, Berlin
Academic Hospital of Parma ‐ 1400 beds
‐ 350,000 outpatients
2,400,000 tubes/year
2 to 3% sampling repetition
% of repeated collection
Group 1 Group 2 Group 3 Group 4
2% $7,000 $1,600 $800 $200
5% $17,500 $4,000 $2,000 $500
10% $35,000 $8,000 $4,000 $1,000
15% $52,500 $12,000 $6,000 $1,500
20% $70,000 $16,000 $8,000 $2,000
= $ 6,000
Worldlab 2011, Berlin
% of repeated collection
Group 1 Group 2 Group 3 Group 4
2% 17.500 hours 4.000 hours 2.000 hours 500 hours
5% 43.750 hours 10.000 hours 5.000 hours 1.250 hours
10% 87.500 hours 20.000 hours 10.000 hours 2.500 hours
15% 131.250 hours 30.000 hours 15.000 hours 3.750 hours
20% 175.000 hours 40.000 hours 20.000 hours 5.000 hours
n. of tubes ____ x repeated collection % = _______ x 15 min*/60 = hours lost for repeating collection.
Impact of repeating blood collection on the personnelImpact of repeating blood collection on the personnel
Worldlab 2011, Berlin
% of repeated collection
Group 1 Group 2 Group 3 Group 4
2% 17.500 hours 4.000 hours 2.000 hours 500 hours
5% 43.750 hours 10.000 hours 5.000 hours 1.250 hours
10% 87.500 hours 20.000 hours 10.000 hours 2.500 hours
15% 131.250 hours 30.000 hours 15.000 hours 3.750 hours
20% 175.000 hours 40.000 hours 20.000 hours 5.000 hours
Academic Hospital of Parma ‐ 1400 beds
‐ 350,000 outpatients
2,400,000 tubes/year
2 to 3% sampling repetition
= 15,000 hours lost
Worldlab 2011, Berlin
Understanding the Cost of the Preanalytical Understanding the Cost of the Preanalytical
Phase in an Outpatient SettingPhase in an Outpatient Setting
Dr. G. Dr. G. SoffiatiSoffiati,,Hospital ʺS. Bortoloʺ, Hospital ʺS. Bortoloʺ,
VicenzaVicenza , Italy, Italy
‘‘Counting the Cost of the Preanalytical PhaseCounting the Cost of the Preanalytical Phase’’
Worldlab 2011, Berlin
Preanalytic phase in the diagnosticprocess (% of work)
20%
37%
25%
14%4%
Preanalytic phase outof the laboratory
Preanalytic phase inthe laboratory
Analytic phase
Post analytic phase
Transportation
G. Guder et al. 2001
Worldlab 2011, Berlin
Documents
Much literature is available about preanalytic phase
Much literature is available about blood collection technique
There are no documents about management and organization of clinics and blood collection points
Worldlab 2011, Berlin
Organization and network of ClinicalLaboratories in Italy
• Public Laboratory– In the hospital
• Inpatients• Outpatients
• Private Laboratory– In the hospital
• Inpatients• Outpatients
– Out of the hospital• Outpatients
• Public Laboratories are more widespread in Northern Italy, while private outpatients laboratories are widely present in South.
Worldlab 2011, Berlin
Location of clinics and points ofblood collection
• Hospitals– Laboratory clinics– Integrated laboratory– Day service clinics
• Ex hospitals• Districts• Extra hospital policlinics• Retirement home• Care centers• Private clinics• Private policlinics • GP• At home service• Shopping centers
Worldlab 2011, Berlin
Personnel in clinics and bloodcollection points
• Doctors• Nurses• Assistants• Administrative personnel• Sanitary operators• Technical operators
Certified Phlebotomists
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Activities in clinics and bloodcollection points
• With booking service• Without booking service • From Monday to Friday• From Monday to Saturday• Administrative check in office • Laboratory check in office • Informed Approval – Informative note (privacy)• Cashier service• Vein blood collection• Functional tests• Biological material delivery • OAT monitoring
Worldlab 2011, Berlin
Materials in clinics and bloodcollection points
• Blood collection system • Sanitary materials (cotton, disinfecting liquid, tourniquet, etc.)• Drugs• Informative System
– LIS– HIS– Software for booking office– Dedicated software, linked with LIS
• Robot for tube labelling and traceability
Worldlab 2011, Berlin
Management of clinics and collectionpoints
Clinic directors
Health directors
Booking office
District directors
Outsourcing
Social cooperative.
Worldlab 2011, Berlin
NN°° BedsBeds:: 827827
AdmissionsAdmissions//yearyear:: 40,00040,000
WardsWards:: 4545
Worldlab 2011, Berlin
Productivity per year
0500,000
1,000,0001,500,0002,000,0002,500,0003,000,0003,500,0004,000,0004,500,0005,000,000
1995 1997 1999 2001 2003 2005 2007 2009
TOTAL Vicenza Noventa Sandrigo
# of
Test
sClinical chemistry and Haematology LaboratoryS. Bortolo Hospital, Vicenza
Worldlab 2011, Berlin
Number of outpatients per year
131496 136768150580155847
189891 195567204491
215519224542 225084 220093
240595256276 257585
272831281443 285056
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
Clinical chemistry and Haematology LaboratoryS. Bortolo Hospital, Vicenza
# of
outp
atie
nts
Worldlab 2011, Berlin
Laboratory specimen acceptabilityClinical chemistry and Haematology LaboratoryS. Bortolo Hospital, Vicenza
Worldlab 2011, Berlin
Laboratory specimen acceptability
Worldlab 2011, Berlin
Laboratory specimen acceptability
Worldlab 2011, Berlin
Laboratory specimen acceptability
Worldlab 2011, Berlin
€ 229.282; 3%
€ 738.479; 10%
€ 3.002.190; 39%€ 1.013.431; 13%
€ 691.203; 9%
€ 469.163; 6%
€ 808.884; 11%
€ 691.193; 9%
COSTO PER SETTORE (annuale)
PRE ‐ ANALITICA
PUNTI PRELIEVO
CORE LAB
FARMACOLOGIA ‐TOSSICOLOGIA
IMMUNOMETRIA
PROTEINE
URINE‐AUTOIMMUNITA'‐ALLERGOLOGIA
GESTIONE E SERVIZI
Break down of Laboratory CostsVicenza Lab
Yearly costs per speciality
Bloodcollectionpoints
Worldlab 2011, Berlin
BENCHMARKING
““IL BENCHMARKING NEI IL BENCHMARKING NEI LABORATORI LABORATORI DIDI
PATOLOGIA CLINICA: PATOLOGIA CLINICA: LL’’ESPERIENZA ESPERIENZA DIDI UN UN
PROGETTO NAZIONALEPROGETTO NAZIONALE””yearyear 20082008
Benchmarking in Clinical pathologylaboratory: theexperience of a national project
Worldlab 2011, Berlin
Participants
13
571
North Italy
5
131
CentralItaly
202Total
60> 3.000.0001001.000.000 – 3.000.000
42< 1.000.000TotalSouth
Italy# of tests/year
Worldlab 2011, Berlin
Participants
13
30
10
North Italy
5
113
CentralItaly
202Total
40Policlinics10Pediatrics
152Hospital and Territory
TotalSouth ItalyData collected from
0
10,000
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
V B C D E F G HI L M N
Number of Patients per structure
Participants
# of
Patie
nts
Worldlab 2011, Berlin
Number of tubes per patient
# of specimens per patient
Worldlab 2011, Berlin
Patients per personnel working hour
# of patients per personnel working hour
Worldlab 2011, Berlin
Cost per patient
Euro
Worldlab 2011, Berlin
8%18%
89%
27%16% 11%
72%
92%82%
100%
73%84% 89%
28%
100%
0%
11%0%
A B C D E F G H I
Material Personnel
Ratio between material and personnelcosts
Worldlab 2011, Berlin
0
500
1000
1500
2000
2500
3000
3500
4000
V B C D E F G H I L M N0
2
4
6
8
10
12
PrelievoLaboratorioPercentuale
Blood Collection Costs vs Total Costs LAB
Worldlab 2011, Berlin
BOCCONI UNIVERSITY- MilanBenchmarking Veneto Region (2010)
Gruppo Linea Standard Volumi
Media semplice di linea std
Media ponderata di linea std
Media trimmata di linea std
Prelievo Prelievo 733.887 11,04€ 7,01€ 7,38€ Chimica Clinica (Endocrinologia) Immunometria 2.400.185 10,08€ 9,14€ 9,73€
Chimica clinica e metabolismo 13.623.542 1,48€ 1,29€ 1,29€ Farmacotossicologia ed esoterici 1.904 25,95€ 29,01€ 29,01€ HPLC Spettrometria di massa 130.854 13,70€ 9,37€ 10,27€ Proteine ed elettroforesi 905.296 5,10€ 4,24€ 4,24€
Ematologia Citoflorimetria 77.550 11,37€ 6,54€ 6,54€ Coagulazione 1.660.139 5,56€ 2,90€ 2,80€ Emocitometria 1.751.530 3,35€ 3,03€ 3,12€ VES 344.560 2,45€ 2,14€ 2,13€
Microbiologia clinica Batteriologia 413.789 17,94€ 18,77€ 18,40€ Micologia 4.790 14,04€ 12,75€ 12,02€ Parassitologia 26.103 13,49€ 21,42€ 21,48€ Sierologia 708.316 9,11€ 11,08€ 10,79€ Virologia 80.651 28,45€ 40,24€ 41,14€
Patologia clinica Calcoli 871 10,91€ 9,75€ 13,87€ Feci 64.316 7,09€ 5,55€ 5,66€ Liquidi biologici 10.384 13,13€ 21,79€ 7,10€ Urine 583.632 4,54€ 4,00€ 3,69€
Immunologia clinica Allergologia 5.285 17,59€ 21,32€ 21,32€ Autoimmunologia 36.498 20,87€ 21,00€ 19,58€
VolumeTrimmedaverage
Standard line
WeightedaverageAverage
Group
Blo
odco
llect
ion
Cost/speciality
Worldlab 2011, Berlin
BOCCONI UNIVERSITY- Milan Benchmarking Veneto Region (2010)
€ - € 5,00 € 10,00 € 15,00 € 20,00 € 25,00 € 30,00 € 35,00 € 40,00 € 45,00
Prelievo
(Endocrinologia) Immunometria
Chimica clinica e metabolismo
Farmacotossicologia ed esoterici
HPLC Spettrometria di massa
Proteine ed elettroforesi
Citoflorimetria
Coagulazione
Emocitometria
VES
Batteriologia
Micologia
Parassitologia
Sierologia
Virologia
Calcoli
Feci
Liquidi biologici
Urine
Prel
ievo
Chi
mic
a C
linica
Emat
ologi
aM
icrob
iolo
gia
clin
ica
Pato
logia
clin
ica
Costo Beni Costo personale Costo tecnologia Costo pre-analitica Costo post-analitica Costo Comuni e Indiretti Costo GeneraliBloo
dco
llect
ion
Comparison between the cost of collecting blood samples and other categories of tests
Worldlab 2011, Berlin
BOCCONI UNIVERSITY- Milan Benchmarking Veneto Region (2010)
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Prelievo
(Endocrinologia) Immunometria
Chimica clinica e metabolismo
Farmacotossicologia ed esoterici
HPLC Spettrometria di massa
Proteine ed elettroforesi
Citoflorimetria
Coagulazione
Emocitometria
VES
Batteriologia
Micologia
Parassitologia
Sierologia
Virologia
Calcoli
Feci
Liquidi biologici
UrinePr
elie
voC
him
ica
Clin
ica
Emat
olog
iaM
icro
biol
ogia
clin
ica
Pato
logi
a cl
inic
a
Costo Beni Costo personale Costo tecnologia Costo pre-analitica Costo post-analitica Costo Comuni e Indiretti Costo Generali
Blo
odco
llect
ion
Cost components
Worldlab 2011, Berlin
BOCCONI UNIVERSITY- MilanBenchmarking Veneto Region (2010)
0%
20%
40%
60%
80%
100%
Prestazioni obsolescenti
Genetica
Immunologia clinica
Biologia Molecolare
Patologia clinica
Microbiologia clinica
Ematologia
Chimica Clinica
Prelievo
Blood collection
Comparison the cost of each individual laboratory speciality
Attending Labs
Worldlab 2011, Berlin
Conclusions
• Of course the quality of the data collection to evaluate the aspects considered in this presentation should be improved.
• The methods used to manage the collection of blood samples is very diverse in the different laboratories we considered.
• This activity, blood collection, is often not taken into account in assessing the overall costs of the laboratory.
• This activity, blood collection, has relevant economic impact. It is important to agree whether it should be included within the budget of the laboratory
• Is the general belief claiming “we can save money by consolidating labs”really true? The reality is that most analyses do not take into account the cost of collecting blood samples to come to this conclusion.
• And finally, in a consolidation setting, what is and what will be the quality of our samples?
Worldlab 2011, Berlin
Thanks
This is not a bloodsample, thisis a patient
Caring is theguaranteefor betterresults
Worldlab 2011, Berlin
Discovering the Opportunity Cost of Discovering the Opportunity Cost of
Preanalytical ErrorsPreanalytical Errors
ProfProf.. M.M. NauckNauckUniversity Hospital GreifswaldUniversity Hospital Greifswald,
GermanyGermany
‘‘Counting the Cost of the Preanalytical PhaseCounting the Cost of the Preanalytical Phase’’
Worldlab 2011, Berlin
Costs in German Health Care
Worldlab 2011, Berlin
Preanalytical Phase – Why do we care?
Costs
RiliBÄK 2008
Patient safety
Most errors occur outside the lab1, 2
Reputation
• 1 Plebani M & Carraro P. Mistakes in a Stat Laboratory: types and frequency. Clinical Chemistry 1997, 43(8): 1348-135.• 2 Carraro P & Plebani M. Errors in a Stat Laboratory: types and frequency 10 years later. Clinical Chemistry 2007, 53(7): 1338-1342.
Worldlab 2011, Berlin
Case report I - noticed
Adult twins with very similar names
Both had been in our hospital before
One was admitted with diagnosis stroke
Admission under twin brothers´ name
Noticed after several days (visitors)
Among others all lab results were reported under wrong patient
No severe consequences for patient – fortunately
Due to kind of error wristband was wrong as well
Worldlab 2011, Berlin
Case report II - noticed
Patient, female 51 years: Immunofixationelectrophoresis positive, no previous results available
Rerun of test after a few days(confirmation)
Immunofixation electrophoresis negative
Further reruns with fresh blood samplesgave also negative results
Next step: who was positive in the first place?
Patient in question had already been releasedand had to be called back in.
Worldlab 2011, Berlin
„Case report“ - unnoticed
Big number of rare mistakes
Various number of constantly re-occuring preanalytic mistakes, e.g.
Noticed (lab and ward) patient mix-ups occur several times a week
24h urine collection patient mix-up
Blood collection while intravenous-drip is still running
Wrong material e.g. plasma instead of serum for serum protein electrophoresis
Prolonged or wrong transportation (ammonia, glucose)
Worldlab 2011, Berlin
Approaches to quantify costs
Bottom-up approach
versus
Top-down approach
total costs of errors
Top: total costs of hospital
estimate cost of each error and addover estimated errors
estimated frequency of errors
estimated severity of errors
errors costs as % total hospital costs
wrong
Bottom: single errors
Worldlab 2011, Berlin
Cost Model estimates Opportunity costs
Costs that could have been saved if
the sample had not been rejected
due to preanalytical reasons.
Worldlab 2011, Berlin
Top-down approach
No need to chase single errors in a complex process
Decreased risk of over estimation of single error
No need to address all individual costs
but:
motivation of participants plays important role (positive and negative)
€ etc.+€ sample transport+€ consumables+€ work time
Worldlab 2011, Berlin
Cost Model
Developed by Frost & Sullivan and BD Diagnostics, Preanalytical Systems
Model estimates opportunity costs
Cost of hospital stay per patient and hour
Delay in procedures caused by errors
Costs of preanalytical errors in lost treatment hours and money
annual cost
number of patients
number of beds
number of repeatedblood collection
in different scenarios
Worldlab 2011, Berlin
Worldlab 2011, Berlin
Assumptions for the model
Restriction to repeated blood collection
100% utilisation of hospital and laboratory are assumed
Patients are categorised into three groups
Impact of a preanalytical error classified into three levels
Motivation of participants is neutral
Worldlab 2011, Berlin
Patient Categories
Critical care unit
Stationary non-critical patients
Out-patients
Worldlab 2011, Berlin
Impact of preanalytical errors
Low impact
Medium impact
High impact
“Best Case”
The error is spotted early in the process and a repeated blood collection is initiated.
“Medium Case”
The error is not spotted immediately, but there are no substantial consequences for the patient. Wrong results have been reported, no consequence for patient, redraw is initiated.
“Worst Case”
The error is only spotted after the patient was affected severely.
Worldlab 2011, Berlin
Cost Model – Strengths and Weaknesses
No detailed information about causes
Interview method can be biased
Quick and easy mandatory for compliance
Good estimate of magnitude
Worldlab 2011, Berlin
Greifswald
First application of model on basis:
one critical care unit
one regular ward
one ambulatory ward
Worldlab 2011, Berlin
Greifswald
0.08162mean
3 wards
% of total costCosts/bed/year €
Worldlab 2011, Berlin
Greifswald
0.19391Mean
34 wards
0.08162mean
3 wards
% of total costCosts/bed/year €
Worldlab 2011, Berlin
Greifswald
0.972025Worst case
0.0246Best case
0.19391Mean
34 wards
0.08162mean
3 wards
% of total costCosts/bed/year €
Worldlab 2011, Berlin
Cost Model – Results
7 hospitals in Europe and US (2008 – 2011)
Heterogeneous group of hospitals (e.g. 300-1500 beds)
Minimum MaximumMedian
Source: Frost & Sullivan, BD Diagnostics
49 € 2537 €185 €Error costs per bed and year
Error costs in % of total hospital costs0.05 % 0.10 % 0.82 %
162 €
0.08 %
391 €
0.19 %
Worldlab 2011, Berlin
Thank you for your attention!
Worldlab 2011, Berlin
QuestionsQuestions & & DiscussionsDiscussions
ProfProf. V. . V. Palicka, Palicka, University Hospital, Hradec University Hospital, Hradec KrKráálovlovéé, , Czech RepublicCzech Republic
Prof. M. PlebaniProf. M. Plebani, , University Hospital of University Hospital of PadovaPadova, Italy , Italy
‘‘Counting the Cost of the Preanalytical PhaseCounting the Cost of the Preanalytical Phase’’