Cause and Effect Diagram in Quality Control
The
cause-and-effect diagram is one of Total Quality Management tools. It is also
called an Ishikawa diagram because Kaoru Ishikawa developed it or fishbone diagram
because the complete diagram resembles a fish skeleton. The diagram illustrates the main causes and subcases leading to an
effect. It is used to organize and graphically display multiple causes with a
particular effect.
It is tool for
team brainstorming used to identify potential root causes to problems. Because
of its function it may be referred to as a cause and-effect diagram. In a typical Fishbone diagram, the effect is usually a problem
needs to be resolved, and is placed at the "fish head". The causes of
the effect are then laid out along the "bones", and categorized into
different types along the branches. Further causes can be laid out alongside
further side branches.
This tool can
be applied at different stages of construction projects to analyze causes of
rejection and take requisite preventive or remedial action; develop a system
for the preparation and processing of design drawings and documents,
execution/installation of work, processing of shop drawings; and many other
applications.
Cause and Effect Diagram Objectives
The leading goal
of the cause and effect diagram is to illustrate in a diagrammatic way the
relationship between a given consequence and all factors that effect this
consequence. The main objectives of this tool are:
- Determining the root causes of a problem.
- Focusing on a specific issue without resorting to irrelevant discussion.
- Identifying areas where there is a lack of data.
The Importance of Cause and Effect Diagram
- Encourages creativity through a brainstorming process.
- Useful in brainstorming sessions to focus conversation.
- Provides a visual image of the problem and potential categories of causes.
- Allows various categories of causes to be explored and uncovers bottlenecks in your processes.
What is Cause and Effect Diagram?
Dr. KaoruIshikawa, a Japanese quality control statistician, invented the fishbone diagram. It is often also referred to as the Ishikawa diagram. The fishbone diagram is an analysis tool that provides a systematic way of looking at effects and the causes that create or contribute to those effects. Because of the function of the fishbone diagram, it may be referred to as a cause-and-effect diagram. The design of the diagram looks much like the skeleton of a fish. Therefore, it is often referred to as the fishbone diagram. A cause-and-effect diagram can help identify the reasons why a process goes out of control. Often the fishbone diagram can be used to summarize the results of a brainstorming session, identifying the causes of a specified undesirable outcome. It helps to identify root causes and ensures a common understanding of the causes.
There are six
steps that are used to perform a cause-and-effect analysis:
Step 1.
Identify the problem to analyze its technical cause.
Step 2. Select
an interdisciplinary brainstorm team.
Step 3. Draw a
problem box and prime arrows.
Step 4. Specify
major categories contributing to the problem.
Step 5.
Identify a defect cause.
Step 6.
Identify corrective action and perform the analysis in the same manner as for
the cause and effect analysis.
The cause and effect diagram can be used:
- When identifying possible causes of a problem
- When the team’s thinking tends to fall into ruts
Procedure to Create Cause and Effect Diagram
- Agree
on a problem statement (effect). Write it at the center right of the flipchart.
Draw a box around it and draw a horizontal arrow running to it.
- Brainstorm the major categories of causes of the problem. If there is difficulty here, use generic headings: method, machines (equipment), people (manpower), materials, measurement, and environment. Write the categories of causes as branches from the main arrow.
- Brainstorm
all the possible causes of the problem. Ask “Why does this happen?” As each
idea is given, the facilitator writes it as a branch from the appropriate
category. Causes can be written in several places if they relate to several
categories or multiple relationships.
- Ask
again, “Why does this happen?” about each cause. Write sub causes branching off
the causes. Continue to ask “Why” and generate deeper levels of causes. Layers
of branches indicate causal relationships.
- When
the team runs out of ideas, focus attention on places on the fishbone where
ideas are few.
Benefits of Cause and Effect Diagram
- Helps determine root causes.
- Encourages group participation.
- Uses an orderly, easy-to-read format to diagram cause and effect relationships.
- Indicates possible causes of variation.
- Increases knowledge of the process by helping everyone to learn more about the factors at work and how they relate.
- Identifies areas for collecting data.
Good and bad Cause and Effect Diagram
A good cause
and effect diagram is one which explores all possibilities so it is likely to
be large and complex-looking sprouts for each new related idea noted down. Be
suspicious of cause and effect diagrams with few factors, or which are neat and
well ordered. These may reflect a lack of knowledge of the situation, or show
that the effort to draw the diagram was not creative and exhaustive enough.
The cause and
effect diagram can also be drawn with right angles, which makes it less
tangled, and easier to see what layer of causality is being considered at any
given time.
Tips to Make a Useful Cause and Effect Diagram
- Use an automatic diagram software instead of hand drawing to save
time and effort.
- See some examples before drawing. Understanding fishbone diagram is
best achieved by studying examples.
- Learn from others. Seek their help. Involve as many related people
as possible. Collect their ideas and advice.
- Brainstorm potential causes by asking why questions. This helps to
reveal causes that are not immediately obvious.
- Classify the causes into different categories logically so that you
can present them in a more structured way.
- Leave enough space between primary causes since you may need to add
many secondary, thirdly level or even more causes.
Advantages and Disadvantages
Advantages
- Fishbone diagrams permit a thoughtful analysis that avoids overlooking any possible root causes for a need.
- The fishbone technique is easy to implement and creates an easy
to‐understand visual representation of the causes, categories of causes, and
the need.
- By using a fishbone diagram, you are able to focus the group on the
ʺbig pictureʺ as to possible causes or factors influencing the problem/need.
- Even after the need has been addressed, the fishbone diagram shows
areas of weakness that ‐ once exposed ‐ can be rectified before causing more
sustained difficulties.
Disadvantages
- The simplicity of a fishbone diagram can be both its strength and
its weakness. As a weakness, the simplicity of the fishbone diagram may make it
difficult to represent the truly interrelated nature of problems and causes in
some very complex situations.
- Unless you have an extremely large space on which to draw and
develop the fishbone diagram, you may find that you are not able to explore the
cause and effect relationships in as much detail as you would like to.