SlideShare a Scribd company logo
1 of 2
Download to read offline
© ABCi 2019
What is a Pareto Chart?
Where each of the causes to a particular problem
are able to be quantified, a pareto chart presents
these in descending order so that you may highlight
those causes that contribute most to a problem. A
pareto chart helps you to focus your attention on
the causes/issues that have the greatest potential
for improvement.
What are the benefits of using this technique?
Pareto analysis will help you to identify those causes that contribute most to a problem, enabling you
to work on an area that has the greatest potential for improvement, often called the ‘low hanging fruit’.
When would you use this technique?
This method can be useful after carrying out a ‘cause and effect’ or Fishbone analysis. However you
may only use it when you are able to quantify the contribution of each of the causes of a problem.
These may be different causal reasons or different sources e.g. wards or clinics, where a process failed.
How do you do it?
Step 1: Once you have identified the causes of
your problem, collect data, e.g.. count the
number of times something has caused your
problem – see table right.
Make sure that you choose the best unit of
measurement that relates to your problem
(usually it will be frequency or cost). For example,
causes for lost outpatient appointment.
What resources do I need?
• Data quantifying contribution to a problem
• Pen and Paper / Microsoft Excel
Step 2: Rank this data from largest to smallest -
see table right.
Pareto ChartABC
improvement
iSkills for
The Pareto Principle or 80/20 rule was originally coined by Vilfredo Pareto, he realised that 80% of
the land in Italy was owned by 20% of the population. Whilst the exact numbers may change, this
concept is useful for improvement. If 80% of your problem is derived from 20% of your cause, this is
where you could focus your initial efforts to get the ‘biggest bang for your buck’.
© ABCi 2019
Step 3: This data then needs to be
represented as a percentage of the total.
For example 703/1197 x 100 = 59%
- see right.
Step 5: Now a Pareto chart can be created in order to illustrate your findings. Problem causes/sources
will be plotted on the horizontal axis and frequency/cost will be on the vertical axis. Constructing a
column chart, where the contribution of each problem cause is ranked in descending order forms the
basis of a pareto chart (see below). Immediately you can see where the largest problem lies i.e. Patient
DNA. Adding another axis (right of chart), representing the cumulative frequency, enables you to
assess the contribution of each cause. For instance ‘Patient DNA’ constitutes around 60% of the
number of lost appointments.
If you follow the dotted line from 80% to where this cuts through the cumulative percentage line, and
then down. Anything to the left of this line represents 80% of your problem, ‘the vital few’. Focussing
your improvement efforts here will achieve higher gains.
Step 4: A cumulative percentage of each category is then calculated. To do this
leave the top category as it is (in this example 59%) and then add on each category’s percentage down
the list. For example 59% + 21% = 80%, 80% + 11% = 91%, 91% + 7% = 97% (rounded down) etc. The
cumulative percentage will always add up to 100% - see below.

More Related Content

What's hot

scatter diagram
 scatter diagram scatter diagram
scatter diagramshrey8916
 
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
 
Pareto chart importance & making
Pareto chart importance & makingPareto chart importance & making
Pareto chart importance & makingKamleshwar Pandey
 
how quality tools are used to monitor and control the quality of an organizat...
how quality tools are used to monitor and control the quality of an organizat...how quality tools are used to monitor and control the quality of an organizat...
how quality tools are used to monitor and control the quality of an organizat...AnkonRoy2
 
Tools of total quality management
Tools of total quality managementTools of total quality management
Tools of total quality managementTommie0607
 
5 6 Scatter Plots & Best Fit Lines
5 6 Scatter Plots & Best Fit Lines5 6 Scatter Plots & Best Fit Lines
5 6 Scatter Plots & Best Fit LinesBitsy Griffin
 
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashi
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashiQcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashi
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashitwinkle_singhal7
 
Quality tools by Er. Manish Dwivedi
Quality tools by Er. Manish DwivediQuality tools by Er. Manish Dwivedi
Quality tools by Er. Manish DwivediEr. Manish Dwivedi
 
7 QC Tools PowerPoint Presentation Slides
7 QC Tools PowerPoint Presentation Slides 7 QC Tools PowerPoint Presentation Slides
7 QC Tools PowerPoint Presentation Slides SlideTeam
 
Problem Solving Tools - Susan
Problem Solving Tools - SusanProblem Solving Tools - Susan
Problem Solving Tools - Susanelsanora
 
Managing change risk in Excel spreadsheets
Managing change risk in Excel spreadsheetsManaging change risk in Excel spreadsheets
Managing change risk in Excel spreadsheetsExcelForManagers.com
 
Pareto chart sample paper
Pareto chart   sample paperPareto chart   sample paper
Pareto chart sample paperAssignment Lab
 
Distribution of normal data understanding it numerical way by arun umrao
Distribution of normal data   understanding it numerical way by arun umraoDistribution of normal data   understanding it numerical way by arun umrao
Distribution of normal data understanding it numerical way by arun umraossuserd6b1fd
 

What's hot (20)

scatter diagram
 scatter diagram scatter diagram
scatter diagram
 
AIG Seven QC Tools
AIG Seven QC ToolsAIG Seven QC Tools
AIG Seven QC Tools
 
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
 
Pareto chart importance & making
Pareto chart importance & makingPareto chart importance & making
Pareto chart importance & making
 
how quality tools are used to monitor and control the quality of an organizat...
how quality tools are used to monitor and control the quality of an organizat...how quality tools are used to monitor and control the quality of an organizat...
how quality tools are used to monitor and control the quality of an organizat...
 
Scatter diagram in tqm
Scatter diagram in tqmScatter diagram in tqm
Scatter diagram in tqm
 
Scatter Plot
Scatter PlotScatter Plot
Scatter Plot
 
7 basic tool for QUALITY
7 basic tool for QUALITY7 basic tool for QUALITY
7 basic tool for QUALITY
 
Pareto Diagram
Pareto DiagramPareto Diagram
Pareto Diagram
 
Tools of total quality management
Tools of total quality managementTools of total quality management
Tools of total quality management
 
5 6 Scatter Plots & Best Fit Lines
5 6 Scatter Plots & Best Fit Lines5 6 Scatter Plots & Best Fit Lines
5 6 Scatter Plots & Best Fit Lines
 
Presentation 2
Presentation 2Presentation 2
Presentation 2
 
Runchart
RunchartRunchart
Runchart
 
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashi
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashiQcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashi
Qcl 14-v3 pareto-chart_potholes_in_the_city_banasthali-university_rashi
 
Quality tools by Er. Manish Dwivedi
Quality tools by Er. Manish DwivediQuality tools by Er. Manish Dwivedi
Quality tools by Er. Manish Dwivedi
 
7 QC Tools PowerPoint Presentation Slides
7 QC Tools PowerPoint Presentation Slides 7 QC Tools PowerPoint Presentation Slides
7 QC Tools PowerPoint Presentation Slides
 
Problem Solving Tools - Susan
Problem Solving Tools - SusanProblem Solving Tools - Susan
Problem Solving Tools - Susan
 
Managing change risk in Excel spreadsheets
Managing change risk in Excel spreadsheetsManaging change risk in Excel spreadsheets
Managing change risk in Excel spreadsheets
 
Pareto chart sample paper
Pareto chart   sample paperPareto chart   sample paper
Pareto chart sample paper
 
Distribution of normal data understanding it numerical way by arun umrao
Distribution of normal data   understanding it numerical way by arun umraoDistribution of normal data   understanding it numerical way by arun umrao
Distribution of normal data understanding it numerical way by arun umrao
 

Similar to ABCi Skills for Improvement- Pareto Chart

Pareto Principle Explained
Pareto Principle ExplainedPareto Principle Explained
Pareto Principle ExplainedEd Simpson
 
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
 
Week 11 data collation & analysis
Week 11 data collation & analysisWeek 11 data collation & analysis
Week 11 data collation & analysisKevin Goh At Np
 
17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-educationlostwithabhi
 
17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-educationlostwithabhi
 
Conquer Process Improvement With These 9 Lean Six Sigma Tools
Conquer Process Improvement With These 9 Lean Six Sigma ToolsConquer Process Improvement With These 9 Lean Six Sigma Tools
Conquer Process Improvement With These 9 Lean Six Sigma ToolsQuekelsBaro
 
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariQCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariHimani Bhandari
 
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariQCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariHimani Bhandari
 
Seven Statistical tools for Quality Management
Seven Statistical tools for Quality ManagementSeven Statistical tools for Quality Management
Seven Statistical tools for Quality ManagementShilpi Arora
 
Quality Management and NABH.pptx
Quality Management and NABH.pptxQuality Management and NABH.pptx
Quality Management and NABH.pptxssuser10233b1
 
Pareto Chart Explained with Example With Excel Template.pdf
Pareto Chart Explained with Example With Excel Template.pdfPareto Chart Explained with Example With Excel Template.pdf
Pareto Chart Explained with Example With Excel Template.pdfVkAn2
 
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]Suyashi Rastogi
 
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docx
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docxBig Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docx
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docxtangyechloe
 
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
 

Similar to ABCi Skills for Improvement- Pareto Chart (20)

Pareto analysis
Pareto analysisPareto analysis
Pareto analysis
 
Pareto Principle Explained
Pareto Principle ExplainedPareto Principle Explained
Pareto Principle Explained
 
CHAPTER 7.pptx
CHAPTER 7.pptxCHAPTER 7.pptx
CHAPTER 7.pptx
 
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
 
Week 11 data collation & analysis
Week 11 data collation & analysisWeek 11 data collation & analysis
Week 11 data collation & analysis
 
17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education
 
17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education17053257 implementing-tqm-in-education
17053257 implementing-tqm-in-education
 
Pareto analysis
Pareto analysisPareto analysis
Pareto analysis
 
Conquer Process Improvement With These 9 Lean Six Sigma Tools
Conquer Process Improvement With These 9 Lean Six Sigma ToolsConquer Process Improvement With These 9 Lean Six Sigma Tools
Conquer Process Improvement With These 9 Lean Six Sigma Tools
 
Paretho
ParethoParetho
Paretho
 
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariQCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
 
Himani_Bhandari (4)
Himani_Bhandari (4)Himani_Bhandari (4)
Himani_Bhandari (4)
 
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani BhandariQCL-14-v3_Pareto Banasthali University_Himani Bhandari
QCL-14-v3_Pareto Banasthali University_Himani Bhandari
 
Seven Statistical tools for Quality Management
Seven Statistical tools for Quality ManagementSeven Statistical tools for Quality Management
Seven Statistical tools for Quality Management
 
Quality Management and NABH.pptx
Quality Management and NABH.pptxQuality Management and NABH.pptx
Quality Management and NABH.pptx
 
Pareto Chart Explained with Example With Excel Template.pdf
Pareto Chart Explained with Example With Excel Template.pdfPareto Chart Explained with Example With Excel Template.pdf
Pareto Chart Explained with Example With Excel Template.pdf
 
Pareto
ParetoPareto
Pareto
 
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]
Qcl 14-v3 [pareto diagram]-[banathali_university]_[suyashi_rastogi]
 
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docx
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docxBig Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docx
Big Data Analytics Tools..DS_Store__MACOSXBig Data Analyti.docx
 
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
 

More from ABCiABUHB

ABCi Working Styles workbook
ABCi Working Styles workbookABCi Working Styles workbook
ABCi Working Styles workbookABCiABUHB
 
24 s4 i affinity diagram final
24 s4 i affinity diagram final24 s4 i affinity diagram final
24 s4 i affinity diagram finalABCiABUHB
 
23 s4 i nominal group technique final
23 s4 i nominal group technique final23 s4 i nominal group technique final
23 s4 i nominal group technique finalABCiABUHB
 
22 s4 i brainstorming final
22 s4 i brainstorming final22 s4 i brainstorming final
22 s4 i brainstorming finalABCiABUHB
 
14 s4 i scatter plot final
14 s4 i scatter plot final14 s4 i scatter plot final
14 s4 i scatter plot finalABCiABUHB
 
10 s4 i spaghetti diagram final
10 s4 i spaghetti diagram final10 s4 i spaghetti diagram final
10 s4 i spaghetti diagram finalABCiABUHB
 
7 s4 i model for improvement final
7 s4 i model for improvement final7 s4 i model for improvement final
7 s4 i model for improvement finalABCiABUHB
 
5 s4 i ease benefit matrix final
5 s4 i ease benefit matrix final5 s4 i ease benefit matrix final
5 s4 i ease benefit matrix finalABCiABUHB
 
2 s4 i driver diagram final
2 s4 i driver diagram final2 s4 i driver diagram final
2 s4 i driver diagram finalABCiABUHB
 
Fishbone template
Fishbone templateFishbone template
Fishbone templateABCiABUHB
 
ABCi Skills for Improvement- Fishbone Diagram
ABCi Skills for Improvement- Fishbone DiagramABCi Skills for Improvement- Fishbone Diagram
ABCi Skills for Improvement- Fishbone DiagramABCiABUHB
 
2019 11-18 -- abci training prospectusv7 (1)
2019 11-18 -- abci training prospectusv7 (1)2019 11-18 -- abci training prospectusv7 (1)
2019 11-18 -- abci training prospectusv7 (1)ABCiABUHB
 

More from ABCiABUHB (12)

ABCi Working Styles workbook
ABCi Working Styles workbookABCi Working Styles workbook
ABCi Working Styles workbook
 
24 s4 i affinity diagram final
24 s4 i affinity diagram final24 s4 i affinity diagram final
24 s4 i affinity diagram final
 
23 s4 i nominal group technique final
23 s4 i nominal group technique final23 s4 i nominal group technique final
23 s4 i nominal group technique final
 
22 s4 i brainstorming final
22 s4 i brainstorming final22 s4 i brainstorming final
22 s4 i brainstorming final
 
14 s4 i scatter plot final
14 s4 i scatter plot final14 s4 i scatter plot final
14 s4 i scatter plot final
 
10 s4 i spaghetti diagram final
10 s4 i spaghetti diagram final10 s4 i spaghetti diagram final
10 s4 i spaghetti diagram final
 
7 s4 i model for improvement final
7 s4 i model for improvement final7 s4 i model for improvement final
7 s4 i model for improvement final
 
5 s4 i ease benefit matrix final
5 s4 i ease benefit matrix final5 s4 i ease benefit matrix final
5 s4 i ease benefit matrix final
 
2 s4 i driver diagram final
2 s4 i driver diagram final2 s4 i driver diagram final
2 s4 i driver diagram final
 
Fishbone template
Fishbone templateFishbone template
Fishbone template
 
ABCi Skills for Improvement- Fishbone Diagram
ABCi Skills for Improvement- Fishbone DiagramABCi Skills for Improvement- Fishbone Diagram
ABCi Skills for Improvement- Fishbone Diagram
 
2019 11-18 -- abci training prospectusv7 (1)
2019 11-18 -- abci training prospectusv7 (1)2019 11-18 -- abci training prospectusv7 (1)
2019 11-18 -- abci training prospectusv7 (1)
 

Recently uploaded

Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...
Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...
Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...delhimodelshub1
 
Low Rate Call Girls In Bommanahalli Just Call 7001305949
Low Rate Call Girls In Bommanahalli Just Call 7001305949Low Rate Call Girls In Bommanahalli Just Call 7001305949
Low Rate Call Girls In Bommanahalli Just Call 7001305949ps5894268
 
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012Call Girls Service Gurgaon
 
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...Call Girls Noida
 
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Russian Call Girls Amritsar
 
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591adityaroy0215
 
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...ggsonu500
 
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...delhimodelshub1
 
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabad
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service HyderabadCall Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabad
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabaddelhimodelshub1
 
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabad
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service HyderabadCall Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabad
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabaddelhimodelshub1
 
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service Mohali
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service MohaliCall Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service Mohali
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service MohaliHigh Profile Call Girls Chandigarh Aarushi
 
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsi
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsiindian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsi
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana TulsiHigh Profile Call Girls Chandigarh Aarushi
 
No Advance 9053900678 Chandigarh Call Girls , Indian Call Girls For Full Ni...
No Advance 9053900678 Chandigarh  Call Girls , Indian Call Girls  For Full Ni...No Advance 9053900678 Chandigarh  Call Girls , Indian Call Girls  For Full Ni...
No Advance 9053900678 Chandigarh Call Girls , Indian Call Girls For Full Ni...Vip call girls In Chandigarh
 
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...High Profile Call Girls Chandigarh Aarushi
 
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy Girls
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy GirlsRussian Call Girls in Raipur 9873940964 Book Hot And Sexy Girls
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy Girlsddev2574
 
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...ggsonu500
 
Basics of Anatomy- Language of Anatomy.pptx
Basics of Anatomy- Language of Anatomy.pptxBasics of Anatomy- Language of Anatomy.pptx
Basics of Anatomy- Language of Anatomy.pptxAyush Gupta
 
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknow
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in LucknowRussian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknow
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknowgragteena
 

Recently uploaded (20)

Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...
Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...
Russian Call Girls Hyderabad Indira 9907093804 Independent Escort Service Hyd...
 
Low Rate Call Girls In Bommanahalli Just Call 7001305949
Low Rate Call Girls In Bommanahalli Just Call 7001305949Low Rate Call Girls In Bommanahalli Just Call 7001305949
Low Rate Call Girls In Bommanahalli Just Call 7001305949
 
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012
VIP Call Girls Sector 67 Gurgaon Just Call Me 9711199012
 
Russian Call Girls South Delhi 9711199171 discount on your booking
Russian Call Girls South Delhi 9711199171 discount on your bookingRussian Call Girls South Delhi 9711199171 discount on your booking
Russian Call Girls South Delhi 9711199171 discount on your booking
 
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...
pOOJA sexy Call Girls In Sector 49,9999965857 Young Female Escorts Service In...
 
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
 
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591
VIP Call Girl Sector 25 Gurgaon Just Call Me 9899900591
 
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 90 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
 
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...
Russian Call Girls in Hyderabad Ishita 9907093804 Independent Escort Service ...
 
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabad
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service HyderabadCall Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabad
Call Girls Hyderabad Kirti 9907093804 Independent Escort Service Hyderabad
 
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabad
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service HyderabadCall Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabad
Call Girls in Hyderabad Lavanya 9907093804 Independent Escort Service Hyderabad
 
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service Mohali
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service MohaliCall Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service Mohali
Call Girls in Mohali Surbhi ❤️🍑 9907093804 👄🫦 Independent Escort Service Mohali
 
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsi
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsiindian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsi
indian Call Girl Panchkula ❤️🍑 9907093804 Low Rate Call Girls Ludhiana Tulsi
 
No Advance 9053900678 Chandigarh Call Girls , Indian Call Girls For Full Ni...
No Advance 9053900678 Chandigarh  Call Girls , Indian Call Girls  For Full Ni...No Advance 9053900678 Chandigarh  Call Girls , Indian Call Girls  For Full Ni...
No Advance 9053900678 Chandigarh Call Girls , Indian Call Girls For Full Ni...
 
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...
Call Girls Service Chandigarh Grishma ❤️🍑 9907093804 👄🫦 Independent Escort Se...
 
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy Girls
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy GirlsRussian Call Girls in Raipur 9873940964 Book Hot And Sexy Girls
Russian Call Girls in Raipur 9873940964 Book Hot And Sexy Girls
 
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
Gurgaon Sector 68 Call Girls ( 9873940964 ) Book Hot And Sexy Girls In A Few ...
 
Basics of Anatomy- Language of Anatomy.pptx
Basics of Anatomy- Language of Anatomy.pptxBasics of Anatomy- Language of Anatomy.pptx
Basics of Anatomy- Language of Anatomy.pptx
 
Model Call Girl in Subhash Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Subhash Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Subhash Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Subhash Nagar Delhi reach out to us at 🔝9953056974🔝
 
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknow
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in LucknowRussian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknow
Russian Escorts Aishbagh Road * 9548273370 Naughty Call Girls Service in Lucknow
 

ABCi Skills for Improvement- Pareto Chart

  • 1. © ABCi 2019 What is a Pareto Chart? Where each of the causes to a particular problem are able to be quantified, a pareto chart presents these in descending order so that you may highlight those causes that contribute most to a problem. A pareto chart helps you to focus your attention on the causes/issues that have the greatest potential for improvement. What are the benefits of using this technique? Pareto analysis will help you to identify those causes that contribute most to a problem, enabling you to work on an area that has the greatest potential for improvement, often called the ‘low hanging fruit’. When would you use this technique? This method can be useful after carrying out a ‘cause and effect’ or Fishbone analysis. However you may only use it when you are able to quantify the contribution of each of the causes of a problem. These may be different causal reasons or different sources e.g. wards or clinics, where a process failed. How do you do it? Step 1: Once you have identified the causes of your problem, collect data, e.g.. count the number of times something has caused your problem – see table right. Make sure that you choose the best unit of measurement that relates to your problem (usually it will be frequency or cost). For example, causes for lost outpatient appointment. What resources do I need? • Data quantifying contribution to a problem • Pen and Paper / Microsoft Excel Step 2: Rank this data from largest to smallest - see table right. Pareto ChartABC improvement iSkills for The Pareto Principle or 80/20 rule was originally coined by Vilfredo Pareto, he realised that 80% of the land in Italy was owned by 20% of the population. Whilst the exact numbers may change, this concept is useful for improvement. If 80% of your problem is derived from 20% of your cause, this is where you could focus your initial efforts to get the ‘biggest bang for your buck’.
  • 2. © ABCi 2019 Step 3: This data then needs to be represented as a percentage of the total. For example 703/1197 x 100 = 59% - see right. Step 5: Now a Pareto chart can be created in order to illustrate your findings. Problem causes/sources will be plotted on the horizontal axis and frequency/cost will be on the vertical axis. Constructing a column chart, where the contribution of each problem cause is ranked in descending order forms the basis of a pareto chart (see below). Immediately you can see where the largest problem lies i.e. Patient DNA. Adding another axis (right of chart), representing the cumulative frequency, enables you to assess the contribution of each cause. For instance ‘Patient DNA’ constitutes around 60% of the number of lost appointments. If you follow the dotted line from 80% to where this cuts through the cumulative percentage line, and then down. Anything to the left of this line represents 80% of your problem, ‘the vital few’. Focussing your improvement efforts here will achieve higher gains. Step 4: A cumulative percentage of each category is then calculated. To do this leave the top category as it is (in this example 59%) and then add on each category’s percentage down the list. For example 59% + 21% = 80%, 80% + 11% = 91%, 91% + 7% = 97% (rounded down) etc. The cumulative percentage will always add up to 100% - see below.