Improve Your Lean Management
System With a Simple Chart
Mark Graban
@MarkGraban
www.MarkGraban.com
www.LeanBlog.org
Measures of Success: React Less, Lead Better, Improve More
Resources: MeasuresOfSuccessBook.com
Slides: MarkGraban.com/LeanFrontiers
Methods
• Value Stream Mapping
• Kaizen Boards
• Daily Huddles
• A3 Problem Solving
• Strategy Deployment
• Performance Measures
Mindsets
• Customer Focus
• Respect for People
• Create a system in which people
can be successful
• Engage everybody
• Scientific, systematic problem
solving and improvement
A Lean Management System
•One goal is reducing waste
• This includes “management waste”
• Wasted motion
• Overprocessing
A Lean Management System
“What gets
measured,
gets managed.”
How do
we manage?
Three Key Questions
1. Are we
achieving
our target or
goal?
2. Are we
improving?
3. How do we
improve?
1:15 PM
"Bowling Chart” or “Bowler”
Three Key Questions
1. Are we
achieving
our target or
goal?
2. Are we
improving?
3. How do we
improve?
Additional Questions
• Which of these
numbers (if any)
suggests that the
system has
changed
significantly?
• Which of these
merit reaction,
investigation, or
explanation?
• How do we
prioritize?
WWTD?
There isVariation in Every Metric
• The question is "how much variation is routine?”
• Personal examples:
• Body weight
• Time to drive to work
• Resting heart rate
60
65
70
75
80
1-Jul
3-Jul
5-Jul
7-Jul
9-Jul
11-Jul
13-Jul
15-Jul
17-Jul
19-Jul
21-Jul
23-Jul
25-Jul
27-Jul
29-Jul
31-Jul
2-Aug
4-Aug
6-Aug
8-Aug10-Aug12-Aug14-Aug16-Aug
Run Chart (Mark's Resting Heart Rate)
180
181
182
183
184
185
186
187
188
5/27/16
5/29/16
5/31/16
6/2/16
6/4/16
6/6/16
6/8/16
6/10/16
6/12/16
6/14/16
6/16/16
6/18/16
6/20/16
6/22/16
6/24/16
6/26/16
6/28/16
6/30/16
7/2/16
7/4/16
Run Chart (Weight)
Signals vs. Noise
“While every data set contains noise,
some data sets may contain signals.
Therefore, before you can detect a signal
within any given data set,
you must first filter out the noise."
"Process Behavior
Charts"
"Process Behavior Chart” – Measures of Success
-
5
10
15
20
25
30
29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug
Run Chart (Daily Book Sales)
-
5
10
15
20
25
30
29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug
X Chart (Daily Book Sales)
"Process Behavior Chart” – Measures of Success
AVERAGE
"Process Behavior Chart” – Measures of Success
AVERAGE
-
5
10
15
20
25
30
29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug
X Chart (Daily Book Sales)
UPPER NATURAL PROCESS LIMIT
LOWER NATURAL PROCESS LIMIT
NOISE
PREDICTABLE METRIC
"Process Behavior Chart” – Measures of Success
AVERAGE
-
5
10
15
20
25
30
29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug
X Chart (Daily Book Sales)
UPPER NATURAL PROCESS LIMIT
LOWER NATURAL PROCESS LIMIT
SIGNAL
WHAT CHANGED?
3 Rules for Finding a Signal
3 Rules for Finding a Signal
3 Rules for Finding a Signal
Three Key Questions
1. Are we
achieving
our target or
goal?
2. Are we
improving?
3. How do we
improve?
Bowling Chart as Run Charts
0%
10%
20%
30%
40%
50%
60%
70%
80%
Jan Feb Mar Apr May Jun Jul Aug Sep
Run Chart (Team Engagement)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
Jan Feb Mar Apr May Jun Jul Aug Sep
Run Chart (Recommend)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
Jan Feb Mar Apr May Jun Jul Aug Sep
Rating
0.0
0.2
0.4
0.6
0.8
1.0
1.2
Jan Feb Mar Apr May Jun Jul Aug Sep
Run Chart (Falls w/ Sev Injury)
0.0
0.5
1.0
1.5
2.0
2.5
Jan Feb Mar Apr May Jun Jul Aug Sep
Run Chart (CLABSI)
0.0
0.2
0.4
0.6
0.8
1.0
1.2
Jan Feb Mar Apr May Jun Jul Aug Sep
Run Chart (CAUTI)
WHEN DO WE REACT?
Bowling Chart as PBCs
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Falls w/ Sev Injury)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (CLABSI)
0.0
0.2
0.4
0.6
0.8
1.0
1.2
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (CAUTI)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Team Engagement)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Recommend)
50%
55%
60%
65%
70%
75%
80%
85%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Rating)
SIGNAL
SIGNAL
NOISE
• Question 1: Are we achieving our target or goal?
a. Are we doing so occasionally?
b. Are we doing so consistently?
• Question 2: Are we improving?
a. Can we predict future performance?
• Question 3: How do we improve?
a. When do we react?
b. When do we step back and improve the system?
c. How will know if we’ve improved?
Three Key Questions
A PBC for the Fieldbook “Trend Chart”
Bowling Chart as PBCs with Red/Green
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Falls w/ Sev Injury)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (CLABSI)
0.0
0.2
0.4
0.6
0.8
1.0
1.2
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (CAUTI)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Team Engagement)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Recommend)
50%
55%
60%
65%
70%
75%
80%
85%
Jan Feb Mar Apr May Jun Jul Aug Sep
X Chart (Rating)
SIGNAL
SIGNAL
NOISE
Unpredictable & Not Meeting Target
STABILIZE THE SYSTEM!
ROOT CAUSE?
ROOT CAUSE?
Predictable & Not Meeting Target
IMPROVE THE SYSTEM!
Predictable and Always Meets Target
IMPROVE THE SYSTEM?
Predictable and Sometimes Meets Target
IMPROVE THE SYSTEM!
DON'T OVERREACT!
Shifting into the Green
Looking for Signals in a Metric That Meets Target
SIGNAL
WHAT
CHANGED?
WWTD?
Question:
“Does Toyota use Six Sigma?”
Answer:
“No, but we teach everybody the seven
basic Q.I. tools.”
React Less
Lead Better
Improve More
Questions?
Mark Graban
@MarkGraban
• Email:
• mark@markgraban.com
• Web:
• www.LeanBlog.org
• www.MarkGraban.com
Resources: MeasuresOfSuccessBook.com
Slides: MarkGraban.com/LeanFrontiers

Improve Your Lean Management System With a Simple Chart

  • 1.
    Improve Your LeanManagement System With a Simple Chart Mark Graban @MarkGraban www.MarkGraban.com www.LeanBlog.org Measures of Success: React Less, Lead Better, Improve More Resources: MeasuresOfSuccessBook.com Slides: MarkGraban.com/LeanFrontiers
  • 2.
    Methods • Value StreamMapping • Kaizen Boards • Daily Huddles • A3 Problem Solving • Strategy Deployment • Performance Measures Mindsets • Customer Focus • Respect for People • Create a system in which people can be successful • Engage everybody • Scientific, systematic problem solving and improvement A Lean Management System
  • 3.
    •One goal isreducing waste • This includes “management waste” • Wasted motion • Overprocessing A Lean Management System
  • 4.
  • 5.
  • 7.
    Three Key Questions 1.Are we achieving our target or goal? 2. Are we improving? 3. How do we improve?
  • 9.
  • 10.
  • 11.
    Three Key Questions 1.Are we achieving our target or goal? 2. Are we improving? 3. How do we improve?
  • 12.
    Additional Questions • Whichof these numbers (if any) suggests that the system has changed significantly? • Which of these merit reaction, investigation, or explanation? • How do we prioritize?
  • 13.
  • 14.
    There isVariation inEvery Metric • The question is "how much variation is routine?” • Personal examples: • Body weight • Time to drive to work • Resting heart rate 60 65 70 75 80 1-Jul 3-Jul 5-Jul 7-Jul 9-Jul 11-Jul 13-Jul 15-Jul 17-Jul 19-Jul 21-Jul 23-Jul 25-Jul 27-Jul 29-Jul 31-Jul 2-Aug 4-Aug 6-Aug 8-Aug10-Aug12-Aug14-Aug16-Aug Run Chart (Mark's Resting Heart Rate) 180 181 182 183 184 185 186 187 188 5/27/16 5/29/16 5/31/16 6/2/16 6/4/16 6/6/16 6/8/16 6/10/16 6/12/16 6/14/16 6/16/16 6/18/16 6/20/16 6/22/16 6/24/16 6/26/16 6/28/16 6/30/16 7/2/16 7/4/16 Run Chart (Weight)
  • 15.
    Signals vs. Noise “Whileevery data set contains noise, some data sets may contain signals. Therefore, before you can detect a signal within any given data set, you must first filter out the noise." "Process Behavior Charts"
  • 16.
    "Process Behavior Chart”– Measures of Success - 5 10 15 20 25 30 29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug Run Chart (Daily Book Sales)
  • 17.
    - 5 10 15 20 25 30 29-Jul 30-Jul 31-Jul1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug X Chart (Daily Book Sales) "Process Behavior Chart” – Measures of Success AVERAGE
  • 18.
    "Process Behavior Chart”– Measures of Success AVERAGE - 5 10 15 20 25 30 29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug X Chart (Daily Book Sales) UPPER NATURAL PROCESS LIMIT LOWER NATURAL PROCESS LIMIT NOISE PREDICTABLE METRIC
  • 19.
    "Process Behavior Chart”– Measures of Success AVERAGE - 5 10 15 20 25 30 29-Jul 30-Jul 31-Jul 1-Aug 2-Aug 3-Aug 4-Aug 5-Aug 6-Aug 7-Aug 8-Aug 9-Aug 10-Aug 11-Aug 12-Aug 13-Aug 14-Aug 15-Aug 16-Aug 17-Aug 18-Aug 19-Aug 20-Aug 21-Aug 22-Aug 23-Aug 24-Aug X Chart (Daily Book Sales) UPPER NATURAL PROCESS LIMIT LOWER NATURAL PROCESS LIMIT SIGNAL WHAT CHANGED?
  • 20.
    3 Rules forFinding a Signal
  • 21.
    3 Rules forFinding a Signal
  • 22.
    3 Rules forFinding a Signal
  • 23.
    Three Key Questions 1.Are we achieving our target or goal? 2. Are we improving? 3. How do we improve?
  • 24.
    Bowling Chart asRun Charts 0% 10% 20% 30% 40% 50% 60% 70% 80% Jan Feb Mar Apr May Jun Jul Aug Sep Run Chart (Team Engagement) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% Jan Feb Mar Apr May Jun Jul Aug Sep Run Chart (Recommend) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% Jan Feb Mar Apr May Jun Jul Aug Sep Rating 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Jan Feb Mar Apr May Jun Jul Aug Sep Run Chart (Falls w/ Sev Injury) 0.0 0.5 1.0 1.5 2.0 2.5 Jan Feb Mar Apr May Jun Jul Aug Sep Run Chart (CLABSI) 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Jan Feb Mar Apr May Jun Jul Aug Sep Run Chart (CAUTI) WHEN DO WE REACT?
  • 25.
    Bowling Chart asPBCs 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Falls w/ Sev Injury) 0.0 0.5 1.0 1.5 2.0 2.5 3.0 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (CLABSI) 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (CAUTI) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Team Engagement) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Recommend) 50% 55% 60% 65% 70% 75% 80% 85% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Rating) SIGNAL SIGNAL NOISE
  • 26.
    • Question 1:Are we achieving our target or goal? a. Are we doing so occasionally? b. Are we doing so consistently? • Question 2: Are we improving? a. Can we predict future performance? • Question 3: How do we improve? a. When do we react? b. When do we step back and improve the system? c. How will know if we’ve improved? Three Key Questions
  • 27.
    A PBC forthe Fieldbook “Trend Chart”
  • 28.
    Bowling Chart asPBCs with Red/Green 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Falls w/ Sev Injury) 0.0 0.5 1.0 1.5 2.0 2.5 3.0 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (CLABSI) 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (CAUTI) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Team Engagement) 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Recommend) 50% 55% 60% 65% 70% 75% 80% 85% Jan Feb Mar Apr May Jun Jul Aug Sep X Chart (Rating) SIGNAL SIGNAL NOISE
  • 29.
    Unpredictable & NotMeeting Target STABILIZE THE SYSTEM! ROOT CAUSE? ROOT CAUSE?
  • 30.
    Predictable & NotMeeting Target IMPROVE THE SYSTEM!
  • 31.
    Predictable and AlwaysMeets Target IMPROVE THE SYSTEM?
  • 32.
    Predictable and SometimesMeets Target IMPROVE THE SYSTEM! DON'T OVERREACT!
  • 33.
  • 34.
    Looking for Signalsin a Metric That Meets Target SIGNAL WHAT CHANGED?
  • 35.
    WWTD? Question: “Does Toyota useSix Sigma?” Answer: “No, but we teach everybody the seven basic Q.I. tools.”
  • 36.
  • 37.
    Questions? Mark Graban @MarkGraban • Email: •mark@markgraban.com • Web: • www.LeanBlog.org • www.MarkGraban.com Resources: MeasuresOfSuccessBook.com Slides: MarkGraban.com/LeanFrontiers