Question 38
of 100
We rigorously use data to
check our assumptions about our business.
We recommend that you answer the questions in the order determined by the "next" button below. However, to allow you flexibility, the links below allow you to jump to different Principles.
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You need to decide for which level of your business
you are answering these questions. We suggest that you first
answer for your most immediate work group, (If you are part
of a large organization, you may later choose to answer as part
of the larger group of which your work group forms a part.)
The information to the right is provided for
your guidance. You can answer the question without reading
any of it if you wish.
Information is presented under the following
headings.
Why this is important
Good decision-making begins with asking
the right questions
Challenging your assumptions
I don't have time for this business
improvement crap
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Avoid doing these poor practices
Not able to make cause and effect relationships between KPI
results and company action. People cannot say we did this here
and that is the result.
No links between operational and financial measurement.
Seeing trends where there are no trends; missing trends where
there are trends.
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Do these good practices
Data demonstrates the impact of improvement efforts
sustained trends, analysis, learning and comparisons.
Attempts made to predict the future using data and information.
Data gathered from a variety of sources (especially stakeholders)
and through analysis, turned into information that is used in
decision making. Interconnected information systems some
enable customer and supplier access.
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Principle 5: Improved Decisions (Item 4)
Effective use of facts, data and knowledge leads to improved decisions.
Question 37 talked about hypotheses. What nonsense is that. In the
business world, we do not make hypotheses! Wrong, we do indeed. We call
them assumptions and our companies are full of them. We make assumptions
about everything, every person and every situation. Our assumptions
give us our `mind-set' our mental attitude about how we approach
everything. They are usually based on experience and are very often
wrong. We usually make no effort to challenge our assumptions and they
remain the biggest barriers to effective decision making in all companies.
What we described above is a fundamental shift that happened in science
during last century. The business world has not yet moved to this thinking,
which is largely why it is still swamped in unusable data. It is time
the business world took a scientific approach to the expensive process
of gathering and storing data. And to the very expensive process of
decision making.
Whether we like it or not, our beliefs about the world affect the way
we see the world and consequently our decisions. There is significant
evidence that it is difficult for each of us to alter the beliefs/ assumptions/
hypotheses we form first. (This is why it is always important to get
your story to the boss first.)
When we combine these concepts we see, as Goldratt suggests in his
book "The Haystack Syndrome", that information is the answer
to the question asked. This suggests that the secret to good decision-making
begins with asking the right questions. Asking the right questions leads
to getting useful information on which we can then base our decisions.
If you ask the wrong questions, you get rubbish information.
If you do not challenge your assumptions, your decisions can be very
unsound.
In almost all situations where people who would like to agree but cannot
do so and cannot compromise, the resultant conflict is probably due
to different assumptions being made by the different people.
In his books The Goal and Its Not Luck,
Goldratt gives a very useful tool for uncovering assumptions and challenging
them.
- First, write down the problem clearly. Fill
in the boxes in the diagram below.
- What action are they complaining
about (right top)
- What do you want (right bottom)
- To satisfy what need, do they insist on
what they want (middle top)
- Why is what you want so important to you,
or what is jeopardized by what they want (middle bottom)
- What is your common objective (left)
- Check that you have written it correctly.
You should read it like this: In order to have 5, they must 3. On
the other hand, in order to 5, I must 4. Next, in order to 3, they
must 1. But in order to 4, I must 2. The conflict should be clear.
And no compromise possible.
- Read what you wrote to the people involved.
If what you wrote is wrong for them, do not argue, cross it out.
- Uncover the assumptions. Read the diagram
again. This time, add the word "because" and answer the
implied question, as follows: "in order to have 5, I must 4 because...?",
etc. Do all five arrows, including "1 is mutually exclusive to
2 because...?". There is often more than one assumption per arrow.
Find as many as you need.
- Examine the assumptions. Can you break an
arrow by finding something to destroy the assumption? Some useful
hints are:
- Concentrate on the arrow with the assumptions
that irritate you most.
- Find a solution at the 3, 4 level. Do not
argue at the 1, 2 level.
- For each assumption ask, "is there
another result?" Keep challenging the implications of the assumptions.
You are looking for a thinking shift.
- If you can find a different approach for a
major assumption, the problem disappears.
This situation faces almost all companies.
Most companies are trying to be successful in the long term. (Write
that down as your objective 5.)
In order to be successful, everyone in the company from CEO to most
junior employee and every system must provide value to the customers.
We have just described this in Principle 3 (`Customers'). (Write
that down as 4.)
In order to provide value to customers, each person in the company
is working flat out to look after customers or to look after those people
who are serving customers. We described that in our discussion about
gemba in Principle 4 (`To Improve the Outcome, Improve the System').
(Write that down as 2.)
All that is very clear and follows the Principles described here. However.
Remember Dr Hausner's findings we described in the Introduction.
In order for a company to be successful now and in the future, it must
be very good at these Business Excellence Principles. Dr Hausner's research
shows that unless the company can score more than 300 points, it is
going backwards and will not be successful in the future. (Write that
down as 3.)
Being good at these Principles does not happen just be chance. In order
to be good at these Principles, a company must take time to work on
them. (The complaint would be "I don't have time for this business
improvement crap. I have a business to run". Write that down as
1.)
The conflict is very clear. People must spend time to improve the business's
performance on the Principles but no one has time to do so.
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