INTRODUCTION
Graphic tool designed to help organize loose, unstructured ideas generated in brainstorming or problem solving meetings. In this method, disparate but related ideas (collected in an idea generation session) are grouped (on cards or sheets of paper) into meaningful categories called affinity sets. These categories tie different concepts together with one underlying theme, clarify the issues, and provide a structure for a systematic search for one or more solutions. Known also as KJ Method after its inventor, the Japanese anthropologist Jiro Kawakita (born 1920). Also called affinity chart.
TYPE OF AFFINITY DIAGRAM
There are two basic approaches to generating an Affinity Diagram: The classic approach, which can be accomplished with or without a facilitator, and the facilitated approach (which must be done with a facilitator)
The Classic Affinity Diagram Approach
Divergent Thinking
Stage
- The team uses sticky notes or cards to record the individual views/ideas about the problem or situation. It is typical to allocate a certain time period for this (15 minutes is often suitable)
- Each team member writes their ideas on a sticky note or card with one per sticky note or card
- The sticky notes are then stuck on a wall or card stuck on a pin board
By
allowing each team member to individually think of and capture their own ideas
avoids issues that surround a hierarchical group or a group containing either a
dominant and/or shy individual. It allows each team member to make a more
balance contribution, but it does result in duplications.
Convergent Thinking Stage
In silence,
the team organizes the sticky notes or cards into related groups that are
thematically linked that have an affinity. The intent is to let the natural
groups emerge consensually. Silence is used to restrict individuals from
forcing non consensual structure on the outcome.
- Everyone is allowed to move the sticky notes or cards in order to place them with others with which they consider they have affinities.
- Existing groups can be broken and new groups should be allowed to emerge.
Once the groups have reached a stable state, the team should now discuss the groups to:
- Give each group a header. This may be an existing sticky note or card.
- Larger groups should be sub- divided into smaller groups. A useful rule of thumb is to aim for group sizes of 5 to 7 of different post-its (if there are potential duplications – see next step – the group size can be larger. If sub-groups are formed they too should be given a header.
The last step is to review the Affinity Diagram to:
Reconcile duplications. There are two possibilities here:
- Exactly the same words on two or more post-its™. These should be discussed to determine whether they are capturing the same information or ideas. If they are then the duplications should be removed. If the words capture different ideas or information the sticky note should be rewritten
- The words are similar or appear to recording the same information. These should be discussed to determine whether they are capturing the same information or ideas. If they are then a suitable set of words should be agreed. If the words capture different ideas or information then consideration should be given to rewriting the post-its to make the difference clear.
One
of the advantages of grouping the post-its™ is that it makes it much easy to
review the diagram to identify missing ideas or information. Each group on the
Affinity Diagram should be examined to determine a record additional ideas or
information that is pertinent.
Consider
different groupings. The whole Affinity Diagram should be examined for other
groupings and structures.
The Facilitated Affinity Diagram Approach
The
use of an experienced facilitator to create and Affinity Diagram can often improve
the overall quality of the output and reduce the generation time. There can be
some loss of ownership if the facilitator does not allow time for debate and
discussion.
Divergent Thinking
Stage
- The Facilitator should start by defining the problem or situation under consideration before directing the team to generate ideas or information. As the information or ideas are verbalized, the Facilitator captures the individual views/ideas on sticky notes or cards. A good Facilitator will manage the idea/information generation to avoid any individual dominating. They should also probe the information or ideas to aid in generating further views. It is typical to allocate a certain time period for this (20-30 minutes is often suitable).
- As the information is captured on the sticky notes cards these stuck on a wall or pin board as appropriate.
- The convergent thinking stage is typically carried out as per the classic approach.
STEPS TO CREATE AFFINITY DIAGRAM
- Organize a brainstorming meeting involving a group of individuals who are committed to resolving issues based on logic and patterns.
- Record individual ideas on sticky notes or cards. At this stage, the ideas are only collated and not categorized.
- Group ideas based on pattern similarities. If some ideas appear to belong to more than one pattern group, create another group. A team consensus is imperative to ratify the individual groups where the ideas are placed.
- Create an identity or a name for each certified group and write an appropriate description which describes exactly what the group refers to. The identity or name is placed on the top of each group.
- During a brainstorming session, discuss the themes or individual groups, and try to determine patterns or relationships among these individual groups.
- Ensure that a consensus is arrived at, and that the categorization of the groups is well understood. In case there are some doubts about validity, reiterate through the above steps as required until there is an agreement on the established groupings.
The limitations of Affinity
Diagramming
Affinity Diagramming is a very simple
but powerful tool for generating, capturing and organizing ideas and
information about a problem or situation. It does however have limitations and
can be awkward to use. Some of the issues with its use are given below with
advice on avoiding, and recovering from, the problem.
- Individuals dominating the grouping. If the group is hierarchical consider using a facilitator or limit the number people involved in the grouping.
- Difficulties in finding agreed affinities. Ensure that the initial grouping activity is performed in silence. Consider limiting the number individual involved in the group (a minimum of 3 is recommended). If affinity groups have not stabilized after 10 to 15 minutes allow the team to discuss potential options for grouping. Consider the possibility of two Affinity Diagrams.
HOW IS AFFINITY DIAGRAMMING CONDUCTED
- Affinity diagramming simply consists of placing related items together.
- Although this can be done electronically for very small sets of data (using a word processor or spreadsheet program), it is better to work with paper. In group situations, always use paper.
- If you have a pre-existing set of information, you can print these on labels or card, or print on paper and guillotine to a convenient size.
- In a group situation, begin by handing out Post-It(tm) notes.
- Ask participants to write one issue on each note.
- Give participants some minutes for this activity, but ask them to stop when a large majority of participants have stopped.
- Get all participants to gather at a vertical surface suitable for Post-It notes. Windows are appropriate.
- Encourage participants to place notes, one at a time, on the surface. As each note is placed, other participants may add similar notes in close proximity.
- Depending on the amount of time, the information being analyzed, and on group dynamics (and patience) it may be worth spending some additional time considering and rearranging the groups.
- When all notes have been placed and grouped, you can optionally name each group.
- If there are more than 8 people, gathering around a common area may not be convenient. In this case, you can handle all the note-placing yourself-get one note from each person in turn; all participants can then pass you any similar or related notes. This is not as satisfactory as having the group work together, since it is difficult to keep everyone focused on the task.
WHEN TO USE AFFINITY PROCESS
Sift
through large volumes of data
An
affinity diagram allows the summation of relatively large quantities of
data into a smaller set of related topics. The goal of the affinity exercise is
to look for groups of patterns that allow action at a higher level rather than
directly reacting to the large volume of data that may present.
Encourage
new patterns of thinking
Affinity
exercises do not focus on solving problems, but rather on looking at the
problems or the data in new and different ways. When affinity groups are
identified, time spent looking at the groups may identify new patterns or
options for making progress.
An
Affinity exercise is an excellent way to get a group of people to react on a
"gut level" rather than breaking their heads intellectually. Since
Brainstorming is the first step in making an Affinity Diagram, the team
considers all ideas from all members without criticism. This stimulus often
results in breaking through traditional or entrenched thinking and thus
enabling the team to develop a creative list of ideas.
SUMMARY
2E-Steinbeis provides Solar Training for Electrical Engineers, Product Design & Manufacturing Training Courses for Mechanical Engineers, Solar Technician Training and Automotive Engineer Training with 100% Placements in Hyderabad,India.
ReplyDeleteThe article is so appealing. You should read this article before choosing the Big data solutions developer you want to learn.
ReplyDeleteData visualizationsare at the heart of any information-based tool today. Few people are able to read and understand the raw data collected by the hundreds of devices we use every day, yet, that data is crucial to making informed decisions.
ReplyDelete