New Analytics & Automation in Limited Spaces: Principles ... · optimizing delivery of service...

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JOHN HILDEBRANDT Strategic Workflow Consultant

New Analytics & Automation in Limited Spaces:

Principles for Best Practice Lab Design

Success depends on adoption

by the whole team

PEOPLE

Best Practice Lab Design

Critical Design Considerations

He who touches least wins......Maybe

Creating & moving information is the job,

optimizing delivery of service is the goal

PROCESS

INFORMATION

BEST

Key Objectives

Best Practice Lab Design

Balancing

CAPACITY,

CAPABILITY, AND

FLOW

Managing

THE PEOPLE SIDE

OF THE CHANGE

Delivering

THE RIGHT

INFORMATION IN

THE RIGHT TIME

Improving

DELIVERY OF

SERVICE

KEY

OBJECTIVES

Key Objectives

Best Practice Lab Design

Balancing

CAPACITY,

CAPABILITY, AND

FLOW

Managing

THE PEOPLE SIDE

OF THE CHANGE

Delivering

THE RIGHT

INFORMATION IN

THE RIGHT TIME

Improving

DELIVERY OF

SERVICE

KEY

OBJECTIVES

Dagen Högertrafik

The day in 1967 that Sweden changed from driving on the left-hand side of the road to the right.

Are We Ready for Change?

The Impact of Change on ROI

How Much of Your Success is Dependent on Operator’s Adoption?

Low High

High

Achievement

of Expected

Outcome

Complexity of Change for Your Staff

Changing to

Cheaper

Barcode Labels

Changing

Processes Around

New

Instrumentation

Based on *Prosci Model

Adapted from Prosci’s ROI of Change Management

The ADKAR Model

Organizational Change is the Sum of Individual Change

Awareness Desire Knowledge Ability Reinforcement Change

Adapted from Prosci- ADKAR OCM

Frustration Awareness Knowledge Ability Reinforcement

Confusion Awareness Desire Ability Reinforcement

Anxiety Awareness Desire Knowledge Reinforcement

Desire Knowledge Ability Reinforcement False Starts

Awareness Desire Knowledge Ability Regression

Key Objectives

Best Practice Lab Design

Balancing

CAPACITY,

CAPABILITY, AND

FLOW

Managing

THE PEOPLE SIDE

OF THE CHANGE

Delivering

THE RIGHT

INFORMATION IN

THE RIGHT TIME

Improving

DELIVERY OF

SERVICE

KEY

OBJECTIVES

he who

touches least

wins!

The Art of Optimizing Workflow

Reduce TAT and Errors

TAT

Errors

Multiple Touches, Multiple Steps

Managing Capacity, Capability, & Flow

Analytics, Automation, & Floor Plan

1 2 3 4

Analytics &

Consolidation Lean Flow Automation &

Functionality

Floor Plan &

Configuration

Horsepower &

Capacity:

Can the Consolidated

Analyzers Deliver the

Needed TAT with Your

Volume & Test Mix,

Maintenance Schedule,

& Growth Profile?

Directional Flow:

Highest Volume, Most

Automated Analytics

to Lowest Volume

Manual Testing

Capability vs. ROI:

Can the System

Automate All of the

Tasks You Require

With the TAT to

Support Your Service

Delivery Demands?

Trade Offs:

Can You Tolerate the

Trade Offs Among

Configuration, Space

Limitations, &

Functionality?

Managing Capacity, Capability, & Flow

Analytics, Automation, & Floor Plan

1

Lean Flow

Directional Flow:

Highest Volume, Most

Automated Analytics

to Lowest Volume

Manual Testing

Managing Capacity, Capability, & Flow Lean Flow in the non-Automated Lab

IN/O

UT

In

/Out B

ench

Hig

h V

olu

me

Technical

Low

Volu

me

Sample Analysis

Non-Technical

Central Processing

RECV

SORT

SPIN

SHIP

STORE RETRIEVE

REG

COE

QA

PHLEB

Managing Capacity, Capability, & Flow Lean Flow in the non-Automated Lab

IN/O

UT

In

/Out B

ench

Hig

h V

olu

me

Technical

Low

Volu

me

Sample Analysis

Non-Technical

Central Processing

RECV

SORT

SPIN

SHIP

STORE RETRIEVE

REG

COE

QA

PHLEB

Opportunity Optimize Staff Allocation, ID & Minimize Wait States, Drive

Visual Controls & Leverage LOS to Eliminate Batch Process

Managing Capacity, Capability, & Flow

Analytics, Automation, & Floor Plan

2

Analytics &

Consolidation

Horsepower &

Capacity:

Can the Consolidated

Analyzers Deliver the

Needed TAT with Your

Volume & Test Mix,

Maintenance Schedule,

& Growth Profile?

Managing Capacity, Capability, & Flow

Analytic Consolidation, TAT, & Horsepower

Analytic Consolidation

Touches, Cost, & Space- More Analyzers Means More of Each

Vendor Standardization- Same as Above w/ Single Contact Point

Analytic Horsepower

On Board Turn Around Time

Test Mix & Capacity at Receipt

12 Min at the 90th Percentile

Managing Capacity, Capability, & Flow

Analytic Consolidation, TAT, & Horsepower

Analytic Consolidation

Touches, Cost, & Space- More Analyzers Means More of Each

Vendor Standardization- Same as Above w/ Single Contact Point

Analytic Horsepower

On Board Turn Around Time

Test Mix & Capacity at Receipt

Capacity When it is Needed

Peak Hours

12 Min at the 90th Percentile

2 Line System Capacity

Managing Capacity, Capability, & Flow

Analytic Consolidation, TAT, & Horsepower

Analytic Consolidation

Touches, Cost, & Space- More Analyzers Means More of Each

Vendor Standardization- Same as Above w/ Single Contact Point

Analytic Horsepower

On Board Turn Around Time

Test Mix & Capacity at Receipt

Capacity When it is Needed

Peak Hours

1 Line Down

2 Line System Capacity

1 Line Down

Managing Capacity, Capability, & Flow

Analytic Consolidation, TAT, & Horsepower

Analytic Consolidation

Touches, Cost, & Space- More Analyzers Means More of Each

Vendor Standardization- Same as Above w/ Single Contact Point

Analytic Horsepower

On Board Turn Around Time

Test Mix & Capacity at Receipt

Capacity When it is Needed

Peak Hours

1 Line Down

Maintenance Schedule

2 Line System Capacity

1 Line Down

Managing Capacity, Capability, & Flow

Analytic Consolidation, TAT, & Horsepower

Analytic Consolidation

Touches, Cost, & Space- More Analyzers Means More of Each

Vendor Standardization- Same as Above w/ Single Contact Point

Analytic Horsepower

On Board Turn Around Time

Test Mix & Capacity at Receipt

Capacity When it is Needed

Peak Hours

1 Line Down

Maintenance Schedule

Growth

2 Line System Capacity

1 Line Down

Challenge Detailed Quantitative Analysis and Simulations are Necessary

to Tailor the Analytic Solution to Your Specific Objectives

Managing Capacity, Capability, & Flow

Analytics, Automation, & Floor Plan

3

Automation &

Functionality

Capability vs. ROI:

Can the System

Automate All of the

Tasks You Require

With the TAT to

Support Your Service

Delivery Demands?

Managing Capacity, Capability, & Flow

Automation Functionality

Capabilities: Every Touch Drives TAT, Quality, Productivity & Design Space

In Lab Receipt- Does the Automation & Your IT Infrastructure Support?

Multiple Disciplines- Chem, Heme, Coag, & Reference?

Multiple Sample Types- Serum, Plasma, PPP, Whole Blood, & Body Fluids?

Multiple Tube Sizes- Choose One or Support All?

Screw & Push Cap Recapping- In lab storage vs. Full Send-Out Processing?

Stat Processing- Both Automation & Analytics?

Centrifugation- Chemistry & Coagulation?

Sample Quality- Tube/ Test Match & Hemolysis, Icterus, and Lipemia?

Add-On & Refrigerated Storage- One Choice or Two?

Capacities & TAT: The Same Detailed Quantitative Analysis and Simulations

are Necessary to Tailor the Automation Solution to Your Specific Objectives

Managing Capacity, Capability, & Flow

Automation Functionality

Capabilities: Every Touch Drives TAT, Quality, Productivity & Design Space

In Lab Receipt- Does the Automation & Your IT Infrastructure Support?

Multiple Disciplines- Chem, Heme, Coag, & Reference?

Multiple Sample Types- Serum, Plasma, PPP, Whole Blood, & Body Fluids?

Multiple Tube Sizes- Choose One or Support All?

Screw & Push Cap Recapping- In lab storage vs. Full Send-Out Processing?

Stat Processing- Both Automation & Analytics?

Centrifugation- Chemistry & Coagulation?

Sample Quality- Tube/ Test Match & Hemolysis, Icterus, and Lipemia?

Add-On & Refrigerated Storage- One Choice or Two?

Capacities & TAT: The Same Detailed Quantitative Analysis and Simulations

are Necessary to Tailor the Automation Solution to Your Specific Objectives

Opportunity Careful Design that Exploits the Available Capabilities Can

Liberate Existing Workstation Space for Use w/ Automation

Managing Capacity, Capability, & Flow

Analytics, Automation, & Floor Plan

4

Floor Plan &

Configuration

Trade Offs:

Can You Tolerate the

Trade Offs Among

Configuration, Space

Limitations, &

Functionality?

26

kg

29

kg

42

kg

38

kg

17

kg

20

kg

20

kg

18

kg

89

kg

75

kg

39

kg

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kg

86

kg

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kg

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15

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13

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kg

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kg

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kg

49

kg

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kg

43

kg

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kg

20

kg

27

kg43

kg

34

kg

40

kg

33

kg

TL

J

30

0

12

kg

27

kg

28

kg

13

kg

Managing Capacity, Capability, & Flow Floor Plan & Configuration Trade Offs

Trade Offs: Automation Systems Specifications

Service Space

Track Lengths

Connection Points

Direction of Flow

43

kg

34

kg

40

kg

33

kg

86

kg

95

kg

73

kg

66

kg

96

kg

64

kg

28

kg

42

kg

RSS AOB OBS

cobas 8100

output station

43

kg

34

kg

40

kg

33

kg

RSF

Challenge Each of These Categories, Common to All Manufacturers, Can

Present Significant Trade Offs to Space and Flow

4'-6

5/1

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4'-8 1/2"

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Table

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Total System Heat Load,

BTU/Hr (values rounded)

143,162

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600 TUL 1800 TUL

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PP# 4

PP# 1 PP# 2

Managing Capacity, Capability, & Flow Floor Plan & Configuration: Example Design Challenge

Expansion Plans Driving Even More Growth

Needs to Fully Standardize Pre-Analytics

4'-6

5/1

6"

4'-8 1/2"

S

S

SS

S

S

S

S E

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T.S.

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DWAU

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Table

4'x2.5'

DI Report printer

9kg

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15kg

13kg

#4

Total System Heat Load,

BTU/Hr (values rounded)

143,162

SP-50

DI-60

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XN-10

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Co

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600 TUL 1800 TUL

300

PP# 4

PP# 1 PP# 2

Managing Capacity, Capability, & Flow Floor Plan & Configuration: Example Design Challenge Designed Process Flow

Expansion Plans Driving Even More Growth

Needs to Fully Standardize Pre-Analytics

4'-6

5/1

6"

4'-8 1/2"

S

S

SS

S

S

S

S E

W

E

W

FDV FSP

RWL

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S

S

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T.S.

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DWAU

TO

CL

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FDFD

FD

FD

FD

FD

ES

Table

4'x2.5'

DI Report printer

9kg

8kg

15kg

13kg

#4

Total System Heat Load,

BTU/Hr (values rounded)

143,162

SP-50

DI-60

XN-10

XN-10

PTS

Co

ba

s-1

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ntr

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r

Co

ba

s-2

Co

ntr

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18

00

TU

L1

80

0 T

UL

600 TUL 1800 TUL

300

PP# 4

PP# 1 PP# 2

Managing Capacity, Capability, & Flow Floor Plan & Configuration: Example Design Challenge Actual Process Flow

Challenge Outgrew Design Capacity In 5 yrs.

Added IA Analyzers for ID Testing

Expansion Plans Driving Even More Growth

Needs to Fully Standardize Pre-Analytics

SP-50

DI-60

XN-10

XN-10

S

S

SS

S

S

S

S E

W

E

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FDV FSP

RWL

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T.S.

S

DWAU

TO

CL

AV

E

DR

YE

R

FDFD

FD

FD

FD

FD

Table

4'x2.5'

DI Report printer

9kg

8kg

15kg

13kg

#4

Total System Heat Load,

BTU/Hr (values rounded)

143,162

PTS

26

kg

29

kg

42

kg

38

kg

17

kg

20

kg

20

kg

18

kg

12

kg

27

kg

28

kg

13

kg

10

kg

10

kg

10

kg

10

kg

TLJ

900

89

kg

75

kg

39

kg

47

kg

66

kg

73

kg

58

kg

53

kg

BC

LA

QM

35

kg

32

kg

33

kg

30

kg

SCM

43

kg

34

kg

40

kg

33

kg

86

kg

95

kg

73

kg

66

kg

96

kg

64

kg

28

kg

42

kg

RSS AOB OBS

15

kg

13

kg

57

kg

76

kg

26

kg

23

kg

69

kg

51

kg

IPBHS

36

kg

35

kg

39

kg

40

kg

DSP

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

43

kg

34

kg

40

kg

33

kg

RSF

43

kg

40

kg

10

kg

8

kg

18

kg

14

kg

81

kg

87

kg

43

kg

40

kg

10

kg

8

kg

18

kg

14

kg

81

kg

87

kgTL

J

30

0

12

kg

27

kg

28

kg

13

kg

96

kg

64

kg

28

kg

42

kg

35

kg

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kg

30

kg

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kg

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kg

30

kg

30

kg

29

kg

TL

J

30

0

12

kg

27

kg

28

kg

13

kg

12

kg

27

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28

kg

13

kg

10

kg

10

kg

10

kg

10

kg

TL

J

90

0

12

kg

27

kg

28

kg

13

kg

14

kg

39

kg

34

kg

13

kg

TL

J

21

00

48

kg

41

kg

41

kg

50

kg

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kg

45

kg

45

kg

46

kg

77

kg

84

kg

34

kg

34

kg

41

kg

41

kg

28

kg

27

kg 77

kg

72

kg

24

kg

25

kg

133

kg

118

kg32

kg

31

kg

38

kg

39

kg

17

kg17

kg122

kg

137

kg

19

kg

19

kg

37

kg

37

kg

31

kg

30

kg

128

kg

120

kg

148

kg

16

kg

17

kg

144

kg

21

kg

22

kg

48

kg

41

kg

41

kg

50

kg

44

kg

45

kg

45

kg

46

kg

77

kg

84

kg

34

kg

34

kg

41

kg

41

kg

28

kg

27

kg 77

kg

72

kg

24

kg

25

kg

133

kg

118

kg32

kg

31

kg

38

kg

39

kg

17

kg17

kg122

kg

137

kg

19

kg

19

kg

37

kg

37

kg

31

kg

30

kg

128

kg

120

kg

148

kg

16

kg

17

kg

144

kg

21

kg

22

kg

Managing Capacity, Capability, & Flow Floor Plan & Configuration: New Design Example Lab

SP-50

DI-60

XN-10

XN-10

S

S

SS

S

S

S

S E

W

E

W

FDV FSP

RWL

S

S

S

SSS

S

S

S S

S

T.S.

S

DWAU

TO

CL

AV

E

DR

YE

R

FDFD

FD

FD

FD

FD

Table

4'x2.5'

DI Report printer

9kg

8kg

15kg

13kg

#4

Total System Heat Load,

BTU/Hr (values rounded)

143,162

PTS

26

kg

29

kg

42

kg

38

kg

17

kg

20

kg

20

kg

18

kg

12

kg

27

kg

28

kg

13

kg

10

kg

10

kg

10

kg

10

kg

TLJ

900

89

kg

75

kg

39

kg

47

kg

66

kg

73

kg

58

kg

53

kg

BC

LA

QM

35

kg

32

kg

33

kg

30

kg

SCM

43

kg

34

kg

40

kg

33

kg

86

kg

95

kg

73

kg

66

kg

96

kg

64

kg

28

kg

42

kg

RSS AOB OBS

15

kg

13

kg

57

kg

76

kg

26

kg

23

kg

69

kg

51

kg

IPBHS

36

kg

35

kg

39

kg

40

kg

DSP

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

43

kg

34

kg

40

kg

33

kg

RSF

43

kg

40

kg

10

kg

8

kg

18

kg

14

kg

81

kg

87

kg

43

kg

40

kg

10

kg

8

kg

18

kg

14

kg

81

kg

87

kgTL

J

30

0

12

kg

27

kg

28

kg

13

kg

96

kg

64

kg

28

kg

42

kg

35

kg

35

kg

30

kg

30

kg

31

kg

30

kg

30

kg

29

kg

TL

J

30

0

12

kg

27

kg

28

kg

13

kg

12

kg

27

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28

kg

13

kg

10

kg

10

kg

10

kg

10

kg

TL

J

90

0

12

kg

27

kg

28

kg

13

kg

14

kg

39

kg

34

kg

13

kg

TL

J

21

00

48

kg

41

kg

41

kg

50

kg

44

kg

45

kg

45

kg

46

kg

77

kg

84

kg

34

kg

34

kg

41

kg

41

kg

28

kg

27

kg 77

kg

72

kg

24

kg

25

kg

133

kg

118

kg32

kg

31

kg

38

kg

39

kg

17

kg17

kg122

kg

137

kg

19

kg

19

kg

37

kg

37

kg

31

kg

30

kg

128

kg

120

kg

148

kg

16

kg

17

kg

144

kg

21

kg

22

kg

48

kg

41

kg

41

kg

50

kg

44

kg

45

kg

45

kg

46

kg

77

kg

84

kg

34

kg

34

kg

41

kg

41

kg

28

kg

27

kg 77

kg

72

kg

24

kg

25

kg

133

kg

118

kg32

kg

31

kg

38

kg

39

kg

17

kg17

kg122

kg

137

kg

19

kg

19

kg

37

kg

37

kg

31

kg

30

kg

128

kg

120

kg

148

kg

16

kg

17

kg

144

kg

21

kg

22

kg

Managing Capacity, Capability, & Flow Floor Plan & Configuration: New Design Example Lab

SP-50

DI-60

XN-10

XN-10

S

S

SS

S

S

S

S E

W

E

W

FDV FSP

RWL

S

S

S

SSS

S

S

S S

S

T.S.

S

DWAU

TO

CL

AV

E

DR

YE

R

FDFD

FD

FD

FD

FD

Table

4'x2.5'

DI Report printer

9kg

8kg

15kg

13kg

#4

Total System Heat Load,

BTU/Hr (values rounded)

143,162

PTS

26

kg

29

kg

42

kg

38

kg

17

kg

20

kg

20

kg

18

kg

12

kg

27

kg

28

kg

13

kg

10

kg

10

kg

10

kg

10

kg

TLJ

900

89

kg

75

kg

39

kg

47

kg

66

kg

73

kg

58

kg

53

kg

BC

LA

QM

35

kg

32

kg

33

kg

30

kg

SCM

43

kg

34

kg

40

kg

33

kg

86

kg

95

kg

73

kg

66

kg

96

kg

64

kg

28

kg

42

kg

RSS AOB OBS

15

kg

13

kg

57

kg

76

kg

26

kg

23

kg

69

kg

51

kg

IPBHS

36

kg

35

kg

39

kg

40

kg

DSP

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

76

kg

73

kg

49

kg

52

kg

43

kg

30

kg

20

kg

27

kg

ACU with ACB

43

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Managing Capacity, Capability, & Flow Floor Plan & Configuration: New Design Example Lab

Capabilities: Every Touch Drives TAT, Quality, Productivity & Design Space

In Lab Receipt- Transitioned to a New LIS w/ Unique ID & All Inpatient to are pre-Accn’d.

Multiple Disciplines- Consolidate and Expanded Chem, Heme Delivered in Analyzer Racks,

Coag Spun and Delivered, & Reference Testing Aliquotted, Labeled, Screw Capped for Tx.

Multiple Sample Types- Serum, Plasma, PPP, & Whole Blood.

Multiple Tube Sizes- 13x75mm up to 16x100mm Onboard.

Recapping- Push Caps for In lab storage & Screw Caps for Send-Outs.

Stat Processing- Multiple Levels on Automation & Analytics.

Centrifugation- Chemistry & Coagulation.

Sample Quality- Tube/ Test Match & Hemolysis, Icterus, and Lipemia. on Automation.

Add-On & Refrigerated Storage- Add-On Buffer Accommodates Rolling 8 Hour Availability.

Capacities & TAT: Extensive Modeling w/ Multiple, 5 Day LIS Data Sets to

Assess Capacity , Model Growth, & TAT

Key Objectives

Best Practice Lab Design

Balancing

CAPACITY,

CAPABILITY, AND

FLOW

Managing

THE PEOPLE SIDE

OF THE CHANGE

Delivering

THE RIGHT

INFORMATION IN

THE RIGHT TIME

Improving

DELIVERY OF

SERVICE

KEY

OBJECTIVES

Components of TAT

What Segments of TAT is your Design Controlling?

Receipt Onboard Auto to Result Release w/ Extensive Autoverification

Auto & Analytic TAT Receipt to Load on Auto or Analyzer

Post Analytic TAT Result Available to Release

Pre-Analytic TAT

Receipt to Load on Auto or Analyzer

Receipt to Result Release

LIS TAT

Components of TAT

What Segments of TAT is your Design Controlling?

Auto & Analytic TAT Receipt to Load on Auto or Analyzer

Post Analytic TAT Result Available to Release

Pre-Analytic TAT

Receipt to Load on Auto or Analyzer

Receipt to Result Release

LIS TAT

Manual Receipt to Result Release w/ Extensive Autoverification

Components of TAT

What Segments of TAT is your Design Controlling?

Auto & Analytic TAT Receipt to Load on Auto or Analyzer

Post Analytic TAT Result Available to Release

Pre-Analytic TAT

Receipt to Load on Auto or Analyzer

Receipt to Result Release

LIS TAT

Manual Receipt to Result Available

Components of TAT

What Segments of TAT is your Design Controlling?

Receipt Onboard Auto to Result Release w/ Extensive Autoverification

Auto & Analytic TAT Receipt to Load on Auto or Analyzer

Post Analytic TAT Result Available to Release

Pre-Analytic TAT

Receipt to Load on Auto or Analyzer

Receipt to Result Release

LIS TAT

Manual Receipt to Result Available Manual Receipt to Result Release w/ Extensive Autoverification Every Touch Drives Variation & Increased TAT

Drive to Receipt Onboard Automation & Maximum

Autoverification to Deliver Optimum TAT to Physicians

OPPORTUNITY

Gaining Control of TAT New Automation & Analytics Example- LIS Data Analysis

Background

3 M Chemistry & Immunoassay Tests per Year

Live on cobas 8100 & cobas 8000s ~ 10 months

ED not Equipped w/ Remote Accessioning Devices

All ED Testing Manually Received, Transported & Loaded on c8100

Extensive Autoverification

90th Percentile 0:43

Average 0:34

Median 0:31

N 343

Time to First Result

Gaining Control of TAT New Automation & Analytics Example- Audit Analysis

Audit Analysis

5 Day Parallel Operational Data from Cobas 8100 & Cobas 8000s

TAT Analysis- Tubes Loaded on Input Buffer to Result Available

Clearly Understand the Components of TAT that Your

Design is Controlling....

If it’s Unacceptable, Change the Design

OPPORTUNITY

Key Objectives

Best Practice Lab Design

Balancing

CAPACITY,

CAPABILITY, AND

FLOW

Managing

THE PEOPLE SIDE

OF THE CHANGE

Delivering

THE RIGHT

INFORMATION IN

THE RIGHT TIME

Improving

DELIVERY OF

SERVICE

KEY

OBJECTIVES

Summary Incorporating Best Practice into Lab Design

Manage the Change w/ the Entire Team

Engage w/ a Partner who’s Standard Practice Incorporates Change Management

in the Assessment Process & Project Plan

Quantitatively Define the Desired Level of Service Delivery

“What Does Good Looks Like”- Use it as the Project’s Guiding Objective

Analyze, Simulate, & Repeat

Engage Your LIS Manger- Become the Expert on your Testing Demands

Engage Senior Leadership- Surprise Growth is not Comfortable

Engage a Partner who’s Nimble and Armed w/ the Most Accurate &

Comprehensive Analysis Tools

Design Associated Manual Processes to Support Automation & Analytics

Automating an Inefficient Process Can Lead to an Inefficient Automated Process

Success depends on adoption

by the whole team

PEOPLE

Best Practice Lab Design

Critical Design Considerations

He who touches least wins......Maybe

Creating & moving information is the job,

optimizing delivery of service is the goal

PROCESS

INFORMATION

BEST

Doing now what patients need next

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