SlideShare a Scribd company logo
1 of 19
Pareto Analysis

Dr. Himanshu Hora
SRMS College of Engineering & Technology
Bareilly (INDIA)
Introduction
• Pareto analysis is a formal technique useful where many
possible courses of action are competing for attention
• Pareto analysis is a creative way of looking at causes of
problems because it helps stimulate thinking and
organize thoughts
• This technique helps to identify the top 20% of causes
that needs to be addressed to resolve the 80% of the
problems
• Works on principle of “the vital few and the trivial many”
History
• Named after Vilfredo Pareto, an Italian economist and

sociologist who lived from 1848 to 1923
• In 1906, He created a mathematical formula to describe
the unequal distribution of wealth in his country,
observing that twenty percent of the people owned

eighty percent of the wealth
Pareto Analysis: Procedure
1. Gather data on the frequency

Causes

Percentage of
Total

Cumulative
Percent

A

20%

20%

B

18%

38%

C

15%

53%

2. Rank the causes from the

D

11%

64%

most to the least important, and

E

10%

74%

F

6%

80%

calculate

G

6%

86%

H

6%

92%

I

5%

97%

J

3%

100%

of the causes

percentage

the

cumulative
Pareto Analysis: Procedure
3. Plot with the different causes on the x-axis, ordered
from the most to least frequent, and the percentages on
the y-axis, from 0 to 100%. Construct a bar graph based
on the percentage of each cause

4. Construct a line graph of the cumulative percent
Pareto Analysis: Procedure
35

100
90

30

80
25

70
60

20

50
15

40
30

10

20
5

10

0

0

a

b

c

d

e

f

g

h

i

j
Pareto Analysis: Procedure
5. Draw a line from 80% on the y-axis (of cumulative percent)
to the line graph that is parallel to the x-axis, and then drop
the line down to the X axis. This line separates the important
causes from the trivial ones
35

100
90
80
70
60
50
40
30
20
10
0

30
25
20
15
10
5
0
a

b

c

d

e

f

g

h

i

j
Pareto Analysis: Example
Mr. X is trying to determine why his clinic has been reaching such
a small proportion of its eligible clients.

In carrying out the exercise, he forms a team. The team will first
identify the primary reason why users are not using the services.
They will then establish the causes for the problem and define a
strategy and a plan of action for solving it.
The objective of the process will be to improve the quality of the

services offered.
Pareto Analysis
Step 1. Frequency analysis
Possible Causes of Long Waiting Time

Percent of total

(A) Policies require excess information on
users

1

(B) Policies require complicated
procedures

1

(C) Too much paperwork

2

(D) Not enough funding

2

(E) Inadequate schedules

13

(F) Inadequate policies

2

(G) Clinic personnel have too many
chores at home

2

(H) Clinic personnel have other jobs

2
Pareto Analysis
(H) Clinic personnel lack punctuality

6

(I) Clinic personnel have insufficient
training

2

(J) Clinic personnel aren't motivated

1

(K) Clinic personnel are careless

1

(L) Clinic personnel don't follow the
schedule

16

(M) Users forget ID cards

1

(N) Users don't keep appointments

2

(O) Delay in handing over lab results to
doctors

14

(P) Outdated methods

12

(Q)Lack of automation

9

(R) Procedures take too long

11
Pareto Analysis
Step 2.Ranking causes
Cause

Percentage

Cumulative %

(L) Clinic personnel don't follow the schedule

16

16

(O) Delay in handing over lab results to doctors

14

30

(E) Inadequate schedules

13

43

(P) Outdated methods

12

55

(R) Procedures take too long

11

66

(Q) Lack of automation

9

75

(H) Clinic personnel lack punctuality

6

81

(C) Too much paperwork

2

83
Pareto Analysis
(D) Not enough funding

2

85

(F) Inadequate policies

2

87

(G) Clinic personnel have too many
chores at home

2

89

(H) Clinic personnel have other jobs

2

91

(I) Clinic personnel have insufficient
training

2

93

(N) Users don't keep appointments

2

95

(A) Policies require excess information
on users

1

96

(B) Policies require complicated
procedures

1

97

(J) Clinic personnel aren't motivated

1

98

(K) Clinic personnel are careless

1

99

(M) Users forget ID cards

1

100
Pareto Analysis
Step 3. Construct a bar graph based on the
percentage of each cause
20
18
16

percentage

14

12
10
8
6
4
2
0
L

O

E

P

R

Q

H

C

D

F

G

causes

H

I

N

A

B

J

K

M
Pareto Analysis
Step 4. Construct a line graph based on cumulative %
20

120

18
100

16

percentage

14

80

12
10

60

8
40

6
4

20

2
0

0
L

O

E

P

R

Q

H

C

D

F

G

causes

H

I

N

A

B

J

K

M
Pareto Analysis
Step 5. Pareto Diagram
20

120

18
100

16

percentage

14

80

12
10

60

8
40

6
4

20

2
0

0
L

O

E

P

R

Q

H

C

D

F

G

causes

H

I

N

A

B

J

K

M
Pareto Analysis
Interpretation of results

Approximately 7 factors are
responsible for 80% of the
waiting time problem. The
other
12
factors
are
responsible for only 20% of the
said problem.

20

120

18
100

16

percentage

14

80

12
10

60

8
40

6
4

20

2
0

0
L

O

E

P

R

Q

H

C

D

F

G

causes

H

I

N

A

B

J

K

M
Benefits
• Solves efficiently a problem by the identification and the
ranking, according to their importance, of the main
causes of the faults
• Shows where to focus efforts
• Allows better use of limited resources
• Enhances problem-solving skills
• Improves decision making
References
• http://en.wikipedia.org/wiki/Pareto_analysis
• http://www.projectsmart.co.uk/pareto-analysis-step-bystep.html
• http://thequalityportal.com/q_know03.htm
• http://www.managers-net.com/paretoanalysis.html
Thank You

Dr. Himanshu Hora
SRMS College of Engineering & Technology
Bareilly (INDIA)

More Related Content

What's hot

What's hot (20)

Pareto Principle Explained
Pareto Principle ExplainedPareto Principle Explained
Pareto Principle Explained
 
Quality circle 2
Quality circle 2Quality circle 2
Quality circle 2
 
Pareto analysis method
Pareto analysis methodPareto analysis method
Pareto analysis method
 
Quality control tools
Quality control toolsQuality control tools
Quality control tools
 
Pareto Chart
Pareto ChartPareto Chart
Pareto Chart
 
Pareto analysis
Pareto analysisPareto analysis
Pareto analysis
 
Root cause analysis training
Root cause analysis trainingRoot cause analysis training
Root cause analysis training
 
Root cause analysis
Root cause analysisRoot cause analysis
Root cause analysis
 
Pareto Diagrams
Pareto DiagramsPareto Diagrams
Pareto Diagrams
 
7 qc tools
7 qc tools7 qc tools
7 qc tools
 
7 quality control tools
7 quality  control tools7 quality  control tools
7 quality control tools
 
Affinity Diagram
Affinity DiagramAffinity Diagram
Affinity Diagram
 
7 tools of quality
7 tools of quality7 tools of quality
7 tools of quality
 
FMEA Presentation
FMEA PresentationFMEA Presentation
FMEA Presentation
 
7 qc tools training material[1]
7 qc tools training material[1]7 qc tools training material[1]
7 qc tools training material[1]
 
Pareto principle
Pareto principlePareto principle
Pareto principle
 
Ishikawa's Fish Bone
Ishikawa's Fish BoneIshikawa's Fish Bone
Ishikawa's Fish Bone
 
Quality Management and Statistical Process Control
Quality Management and Statistical Process ControlQuality Management and Statistical Process Control
Quality Management and Statistical Process Control
 
Pareto diagram
Pareto diagramPareto diagram
Pareto diagram
 
Ishikawa fishbone diagram
Ishikawa fishbone diagramIshikawa fishbone diagram
Ishikawa fishbone diagram
 

Viewers also liked

5 Evergreen Marketing Concepts
5 Evergreen Marketing Concepts5 Evergreen Marketing Concepts
5 Evergreen Marketing ConceptsMuder Chiba
 
Pareto principle project 2
Pareto principle project 2Pareto principle project 2
Pareto principle project 2Stephanie Terry
 
Lesson 1 pareto analysis
Lesson 1 pareto analysisLesson 1 pareto analysis
Lesson 1 pareto analysisBronwyn Cloete
 
Pareto Principle - Team 1
Pareto Principle - Team 1Pareto Principle - Team 1
Pareto Principle - Team 1MelodyAlmond
 
Scatter plot assignment
Scatter plot assignmentScatter plot assignment
Scatter plot assignmentnechamkin
 
PP math class
PP math classPP math class
PP math classcrowl1js
 
5 Whys Presentation For Dorset Bxc
5 Whys Presentation For Dorset Bxc5 Whys Presentation For Dorset Bxc
5 Whys Presentation For Dorset BxcPhil Thomas
 
Drawing Pareto Diagram by Excel2007
Drawing Pareto Diagram by Excel2007Drawing Pareto Diagram by Excel2007
Drawing Pareto Diagram by Excel2007nnanthas
 
The Location Of Industry
The Location Of IndustryThe Location Of Industry
The Location Of Industrywortha
 
Factors Affecting Industrial Location
Factors Affecting Industrial LocationFactors Affecting Industrial Location
Factors Affecting Industrial LocationAaditya Nagpal
 
Inventory Management System
Inventory Management  SystemInventory Management  System
Inventory Management SystemPratik Tamgadge
 

Viewers also liked (20)

Pareto analysis
Pareto analysisPareto analysis
Pareto analysis
 
Pareto Analysis
Pareto AnalysisPareto Analysis
Pareto Analysis
 
5 Evergreen Marketing Concepts
5 Evergreen Marketing Concepts5 Evergreen Marketing Concepts
5 Evergreen Marketing Concepts
 
Pareto principle project 2
Pareto principle project 2Pareto principle project 2
Pareto principle project 2
 
Lesson 1 pareto analysis
Lesson 1 pareto analysisLesson 1 pareto analysis
Lesson 1 pareto analysis
 
Pareto Principle - Team 1
Pareto Principle - Team 1Pareto Principle - Team 1
Pareto Principle - Team 1
 
Scatter plot assignment
Scatter plot assignmentScatter plot assignment
Scatter plot assignment
 
PP math class
PP math classPP math class
PP math class
 
Scatterplot
ScatterplotScatterplot
Scatterplot
 
5 Whys Presentation For Dorset Bxc
5 Whys Presentation For Dorset Bxc5 Whys Presentation For Dorset Bxc
5 Whys Presentation For Dorset Bxc
 
5-Whys Method
5-Whys Method5-Whys Method
5-Whys Method
 
9akk105151d0113 5 whys
9akk105151d0113 5 whys9akk105151d0113 5 whys
9akk105151d0113 5 whys
 
Presentation on 80-20 Rule | The Pareto Principle - CommLab India
Presentation on 80-20 Rule | The Pareto Principle - CommLab IndiaPresentation on 80-20 Rule | The Pareto Principle - CommLab India
Presentation on 80-20 Rule | The Pareto Principle - CommLab India
 
Drawing Pareto Diagram by Excel2007
Drawing Pareto Diagram by Excel2007Drawing Pareto Diagram by Excel2007
Drawing Pareto Diagram by Excel2007
 
The 80/20 Principle
The 80/20 PrincipleThe 80/20 Principle
The 80/20 Principle
 
The Location Of Industry
The Location Of IndustryThe Location Of Industry
The Location Of Industry
 
Inventory control in nursing
Inventory control  in nursingInventory control  in nursing
Inventory control in nursing
 
Performance management
Performance managementPerformance management
Performance management
 
Factors Affecting Industrial Location
Factors Affecting Industrial LocationFactors Affecting Industrial Location
Factors Affecting Industrial Location
 
Inventory Management System
Inventory Management  SystemInventory Management  System
Inventory Management System
 

Similar to Pareto analysis

Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikh
Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikhQcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikh
Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikhArif Shaikh
 
Total Quality Management Principles
Total Quality Management PrinciplesTotal Quality Management Principles
Total Quality Management PrinciplesAmmar Mubarak
 
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعة
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعةSeven Basic Quality Control Tools أدوات ضبط الجودة السبعة
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعةMohamed Khaled
 
Statistical Control Process - Class Presentation
Statistical Control Process - Class PresentationStatistical Control Process - Class Presentation
Statistical Control Process - Class PresentationMillat Afridi
 
The 7 QC Tools - English (19 Pages).ppt
The 7 QC Tools - English (19 Pages).pptThe 7 QC Tools - English (19 Pages).ppt
The 7 QC Tools - English (19 Pages).pptAnkitSharma509599
 
problem-solving.pptx
problem-solving.pptxproblem-solving.pptx
problem-solving.pptxhadi261715
 
Production and Quality Tools: The Basic Seven Quality Tools
Production and Quality Tools: The Basic Seven Quality ToolsProduction and Quality Tools: The Basic Seven Quality Tools
Production and Quality Tools: The Basic Seven Quality ToolsDr. John V. Padua
 
Overview Value stream mapping is a qualitative lean systems t.docx
Overview Value stream mapping is a qualitative lean systems t.docxOverview Value stream mapping is a qualitative lean systems t.docx
Overview Value stream mapping is a qualitative lean systems t.docxkarlhennesey
 
Seven Basic Tools of QC and their Applications
Seven Basic Tools of QC and their ApplicationsSeven Basic Tools of QC and their Applications
Seven Basic Tools of QC and their ApplicationsDrJayantaKumarMahato1
 
Pareto and Flowchart Problem Analysis Tools
Pareto and Flowchart Problem Analysis ToolsPareto and Flowchart Problem Analysis Tools
Pareto and Flowchart Problem Analysis ToolsJo Balucanag - Bitonio
 
Pdca prob solving & decision making
Pdca prob solving & decision makingPdca prob solving & decision making
Pdca prob solving & decision makingIndar Hendarin
 
7 QC Tools Presentation .pdf
7 QC Tools Presentation .pdf7 QC Tools Presentation .pdf
7 QC Tools Presentation .pdfOlivierNgono
 

Similar to Pareto analysis (20)

SQT.ppt
SQT.pptSQT.ppt
SQT.ppt
 
Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikh
Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikhQcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikh
Qcl 15-v4 4-rizvi management institute_ankita deshmukh and arif shaikh
 
Total Quality Management Principles
Total Quality Management PrinciplesTotal Quality Management Principles
Total Quality Management Principles
 
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعة
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعةSeven Basic Quality Control Tools أدوات ضبط الجودة السبعة
Seven Basic Quality Control Tools أدوات ضبط الجودة السبعة
 
Statistical Control Process - Class Presentation
Statistical Control Process - Class PresentationStatistical Control Process - Class Presentation
Statistical Control Process - Class Presentation
 
The 7 QC Tools - English (19 Pages).ppt
The 7 QC Tools - English (19 Pages).pptThe 7 QC Tools - English (19 Pages).ppt
The 7 QC Tools - English (19 Pages).ppt
 
problem-solving.pptx
problem-solving.pptxproblem-solving.pptx
problem-solving.pptx
 
Production and Quality Tools: The Basic Seven Quality Tools
Production and Quality Tools: The Basic Seven Quality ToolsProduction and Quality Tools: The Basic Seven Quality Tools
Production and Quality Tools: The Basic Seven Quality Tools
 
Overview Value stream mapping is a qualitative lean systems t.docx
Overview Value stream mapping is a qualitative lean systems t.docxOverview Value stream mapping is a qualitative lean systems t.docx
Overview Value stream mapping is a qualitative lean systems t.docx
 
TQM UNIT 3.ppt
TQM UNIT 3.pptTQM UNIT 3.ppt
TQM UNIT 3.ppt
 
Seven Basic Tools of QC and their Applications
Seven Basic Tools of QC and their ApplicationsSeven Basic Tools of QC and their Applications
Seven Basic Tools of QC and their Applications
 
Ch04 spc
Ch04 spcCh04 spc
Ch04 spc
 
Pareto and Flowchart Problem Analysis Tools
Pareto and Flowchart Problem Analysis ToolsPareto and Flowchart Problem Analysis Tools
Pareto and Flowchart Problem Analysis Tools
 
Pdca prob solving & decision making
Pdca prob solving & decision makingPdca prob solving & decision making
Pdca prob solving & decision making
 
CHAPTER 7.pptx
CHAPTER 7.pptxCHAPTER 7.pptx
CHAPTER 7.pptx
 
Em33832837
Em33832837Em33832837
Em33832837
 
7 QC Tools Presentation .pdf
7 QC Tools Presentation .pdf7 QC Tools Presentation .pdf
7 QC Tools Presentation .pdf
 
San
SanSan
San
 
7 qc tools
7 qc tools7 qc tools
7 qc tools
 
hris-1207896670311343-8
hris-1207896670311343-8hris-1207896670311343-8
hris-1207896670311343-8
 

More from Himanshu

Structural patterns
Structural patternsStructural patterns
Structural patternsHimanshu
 
Software product line
Software product lineSoftware product line
Software product lineHimanshu
 
Shared information systems
Shared information systemsShared information systems
Shared information systemsHimanshu
 
Design Pattern
Design PatternDesign Pattern
Design PatternHimanshu
 
Creational pattern
Creational patternCreational pattern
Creational patternHimanshu
 
Architecture Review
Architecture ReviewArchitecture Review
Architecture ReviewHimanshu
 
Reliability and its principals
Reliability and its principalsReliability and its principals
Reliability and its principalsHimanshu
 
Structural and functional testing
Structural and functional testingStructural and functional testing
Structural and functional testingHimanshu
 
White box black box & gray box testing
White box black box & gray box testingWhite box black box & gray box testing
White box black box & gray box testingHimanshu
 
Load runner & win runner
Load runner & win runnerLoad runner & win runner
Load runner & win runnerHimanshu
 
Crud and jad
Crud and jadCrud and jad
Crud and jadHimanshu
 
Junit and cactus
Junit and cactusJunit and cactus
Junit and cactusHimanshu
 
Risk based testing and random testing
Risk based testing and random testingRisk based testing and random testing
Risk based testing and random testingHimanshu
 
Testing a data warehouses
Testing a data warehousesTesting a data warehouses
Testing a data warehousesHimanshu
 
Software testing tools and its taxonomy
Software testing tools and its taxonomySoftware testing tools and its taxonomy
Software testing tools and its taxonomyHimanshu
 
Software reliability engineering process
Software reliability engineering processSoftware reliability engineering process
Software reliability engineering processHimanshu
 
Software reliability growth model
Software reliability growth modelSoftware reliability growth model
Software reliability growth modelHimanshu
 
Software reliability tools and common software errors
Software reliability tools and common software errorsSoftware reliability tools and common software errors
Software reliability tools and common software errorsHimanshu
 
Regression and performance testing
Regression and performance testingRegression and performance testing
Regression and performance testingHimanshu
 

More from Himanshu (20)

Structural patterns
Structural patternsStructural patterns
Structural patterns
 
Software product line
Software product lineSoftware product line
Software product line
 
Shared information systems
Shared information systemsShared information systems
Shared information systems
 
Saam
SaamSaam
Saam
 
Design Pattern
Design PatternDesign Pattern
Design Pattern
 
Creational pattern
Creational patternCreational pattern
Creational pattern
 
Architecture Review
Architecture ReviewArchitecture Review
Architecture Review
 
Reliability and its principals
Reliability and its principalsReliability and its principals
Reliability and its principals
 
Structural and functional testing
Structural and functional testingStructural and functional testing
Structural and functional testing
 
White box black box & gray box testing
White box black box & gray box testingWhite box black box & gray box testing
White box black box & gray box testing
 
Load runner & win runner
Load runner & win runnerLoad runner & win runner
Load runner & win runner
 
Crud and jad
Crud and jadCrud and jad
Crud and jad
 
Junit and cactus
Junit and cactusJunit and cactus
Junit and cactus
 
Risk based testing and random testing
Risk based testing and random testingRisk based testing and random testing
Risk based testing and random testing
 
Testing a data warehouses
Testing a data warehousesTesting a data warehouses
Testing a data warehouses
 
Software testing tools and its taxonomy
Software testing tools and its taxonomySoftware testing tools and its taxonomy
Software testing tools and its taxonomy
 
Software reliability engineering process
Software reliability engineering processSoftware reliability engineering process
Software reliability engineering process
 
Software reliability growth model
Software reliability growth modelSoftware reliability growth model
Software reliability growth model
 
Software reliability tools and common software errors
Software reliability tools and common software errorsSoftware reliability tools and common software errors
Software reliability tools and common software errors
 
Regression and performance testing
Regression and performance testingRegression and performance testing
Regression and performance testing
 

Recently uploaded

Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...RKavithamani
 
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxContemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxRoyAbrique
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 

Recently uploaded (20)

Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...
Privatization and Disinvestment - Meaning, Objectives, Advantages and Disadva...
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxContemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 

Pareto analysis

  • 1. Pareto Analysis Dr. Himanshu Hora SRMS College of Engineering & Technology Bareilly (INDIA)
  • 2. Introduction • Pareto analysis is a formal technique useful where many possible courses of action are competing for attention • Pareto analysis is a creative way of looking at causes of problems because it helps stimulate thinking and organize thoughts • This technique helps to identify the top 20% of causes that needs to be addressed to resolve the 80% of the problems • Works on principle of “the vital few and the trivial many”
  • 3. History • Named after Vilfredo Pareto, an Italian economist and sociologist who lived from 1848 to 1923 • In 1906, He created a mathematical formula to describe the unequal distribution of wealth in his country, observing that twenty percent of the people owned eighty percent of the wealth
  • 4. Pareto Analysis: Procedure 1. Gather data on the frequency Causes Percentage of Total Cumulative Percent A 20% 20% B 18% 38% C 15% 53% 2. Rank the causes from the D 11% 64% most to the least important, and E 10% 74% F 6% 80% calculate G 6% 86% H 6% 92% I 5% 97% J 3% 100% of the causes percentage the cumulative
  • 5. Pareto Analysis: Procedure 3. Plot with the different causes on the x-axis, ordered from the most to least frequent, and the percentages on the y-axis, from 0 to 100%. Construct a bar graph based on the percentage of each cause 4. Construct a line graph of the cumulative percent
  • 7. Pareto Analysis: Procedure 5. Draw a line from 80% on the y-axis (of cumulative percent) to the line graph that is parallel to the x-axis, and then drop the line down to the X axis. This line separates the important causes from the trivial ones 35 100 90 80 70 60 50 40 30 20 10 0 30 25 20 15 10 5 0 a b c d e f g h i j
  • 8. Pareto Analysis: Example Mr. X is trying to determine why his clinic has been reaching such a small proportion of its eligible clients. In carrying out the exercise, he forms a team. The team will first identify the primary reason why users are not using the services. They will then establish the causes for the problem and define a strategy and a plan of action for solving it. The objective of the process will be to improve the quality of the services offered.
  • 9. Pareto Analysis Step 1. Frequency analysis Possible Causes of Long Waiting Time Percent of total (A) Policies require excess information on users 1 (B) Policies require complicated procedures 1 (C) Too much paperwork 2 (D) Not enough funding 2 (E) Inadequate schedules 13 (F) Inadequate policies 2 (G) Clinic personnel have too many chores at home 2 (H) Clinic personnel have other jobs 2
  • 10. Pareto Analysis (H) Clinic personnel lack punctuality 6 (I) Clinic personnel have insufficient training 2 (J) Clinic personnel aren't motivated 1 (K) Clinic personnel are careless 1 (L) Clinic personnel don't follow the schedule 16 (M) Users forget ID cards 1 (N) Users don't keep appointments 2 (O) Delay in handing over lab results to doctors 14 (P) Outdated methods 12 (Q)Lack of automation 9 (R) Procedures take too long 11
  • 11. Pareto Analysis Step 2.Ranking causes Cause Percentage Cumulative % (L) Clinic personnel don't follow the schedule 16 16 (O) Delay in handing over lab results to doctors 14 30 (E) Inadequate schedules 13 43 (P) Outdated methods 12 55 (R) Procedures take too long 11 66 (Q) Lack of automation 9 75 (H) Clinic personnel lack punctuality 6 81 (C) Too much paperwork 2 83
  • 12. Pareto Analysis (D) Not enough funding 2 85 (F) Inadequate policies 2 87 (G) Clinic personnel have too many chores at home 2 89 (H) Clinic personnel have other jobs 2 91 (I) Clinic personnel have insufficient training 2 93 (N) Users don't keep appointments 2 95 (A) Policies require excess information on users 1 96 (B) Policies require complicated procedures 1 97 (J) Clinic personnel aren't motivated 1 98 (K) Clinic personnel are careless 1 99 (M) Users forget ID cards 1 100
  • 13. Pareto Analysis Step 3. Construct a bar graph based on the percentage of each cause 20 18 16 percentage 14 12 10 8 6 4 2 0 L O E P R Q H C D F G causes H I N A B J K M
  • 14. Pareto Analysis Step 4. Construct a line graph based on cumulative % 20 120 18 100 16 percentage 14 80 12 10 60 8 40 6 4 20 2 0 0 L O E P R Q H C D F G causes H I N A B J K M
  • 15. Pareto Analysis Step 5. Pareto Diagram 20 120 18 100 16 percentage 14 80 12 10 60 8 40 6 4 20 2 0 0 L O E P R Q H C D F G causes H I N A B J K M
  • 16. Pareto Analysis Interpretation of results Approximately 7 factors are responsible for 80% of the waiting time problem. The other 12 factors are responsible for only 20% of the said problem. 20 120 18 100 16 percentage 14 80 12 10 60 8 40 6 4 20 2 0 0 L O E P R Q H C D F G causes H I N A B J K M
  • 17. Benefits • Solves efficiently a problem by the identification and the ranking, according to their importance, of the main causes of the faults • Shows where to focus efforts • Allows better use of limited resources • Enhances problem-solving skills • Improves decision making
  • 18. References • http://en.wikipedia.org/wiki/Pareto_analysis • http://www.projectsmart.co.uk/pareto-analysis-step-bystep.html • http://thequalityportal.com/q_know03.htm • http://www.managers-net.com/paretoanalysis.html
  • 19. Thank You Dr. Himanshu Hora SRMS College of Engineering & Technology Bareilly (INDIA)