Skip to content
Analytica > Blogs > Decision support software limitations & how to overcome them

Decision support software limitations & how to overcome them

Spending money on decision support software may not be the issue; even if getting value for money is typically a priority. Accepting that decision support software may not be able to solve all problems is also possible. But the fact that the improper use of such a decision support solution may in itself cause problems can be a surprise. Knowing how decision support systems can interact with both individual and collective psychology can help to recognize any undesirable side effects, minimize them and focus instead on the positive contribution such software can have.

Interaction between a decision support system and users' decisions Image source: wikimedia.org

Computer says ‘no’

If you’ve watched any of the comedy series ‘Little Britain’, you may remember this catchphrase. It sums up the way that authority is often transferred to ‘the system’. While for decision automation software this may be the goal,  the role of decision support software should be what its name suggests: to help people make decisions by supplying useful insights, rather than being appointed the sole authority for determining the future. The facility in Analytica of changing and experimenting with different models is a key factor in allowing people to drive the decision support software, and not vice versa.

If all you have is a hammer…

…then every problem becomes a nail. In other words, if decision support software is considered to be the only tool available, there is a temptation to transform (or deform) every problem into something that can be modeled within a decision support system. Some problems however cannot be expressed quantitatively and trying to shoehorn them into a calculation or a simulation is not reasonable. Worse still, important problems that cannot be handled by decision support software may be ignored, on the basis that only the problems that the system can deal with are the ones that merit attention. Training on the system that makes it clear when to use it and when to employ other approaches can help position it as part of a wider range of possibilities that also include  experience and judgment.

Just gotta make that decision

Really? Sometimes the best decision is not to take a decision. Decision support software is one ‘vote’ concerning a problem or a situation, to be considered in the context of all the votes made. In financial trading where decision support software may be used heavily, experienced traders widen the voting field by using a combination of financial decision support tools. If all the tools suggest that a particular trade is the right one to make, the trader may go ahead. If one of the tools gives an opposite indication, the trader may choose not to trade.

Handling the information load

Another system, more data and increased complexity – is that what decision support software means? Although there may be a learning curve at the start, a decision support system should also allow users to cut down on information to use only what is directly relevant to the question at hand. Analytica allows easy and immediate detection of the sensitivity of a decision model to different factors, so that factors with little or no impact can be rooted out, letting users concentrate just on the truly relevant ones.

If you’d like to know how Analytica, the decision support software from Lumina, can help you develop a flexible and appropriate decision support system, then try the free edition of Analytica to see what it can do for you.

Share now 

See also

air conditioner outdoor unit

Building electrification: heat pump technology

Lumina set out to build a useful tool to assess the benefits of heat pumps. Learn more about heat pumps and their impact.
More...

Heat pumps 101

Heat and cool your home while saving energy and reducing emissions by adopting heat pump technology. Learn more about this transition and heat pumps by watching this webinar.
More...
Heatpump

Navigating the heat pump landscape

Fort Collins, Lumina, and Apex Analytics have created a tool to help reduce greenhouse gas emissions by optimizing building electrification programs.
More...

US gas leaks much larger than previously estimated

A new Stanford-led study on natural gas leak rates from oil and gas activity across a large fraction of the US are about 3x more than previous government estimates. The
More...

See also

Building electrification: heat pump technology

Lumina set out to build a useful tool to assess the benefits of heat pumps. Learn more about heat pumps and their impact.

More…

Decision making when there is little historic precedent

Learn how to make decisions and strategic plans in uncertain situations, where historical data is not available. See how to model this in Analytica with clarity and insight.

More…

Does GPT-4 pass the Turing test?

In 1950, Alan Turing proposed “The Imitation Game”, today known as the Turing test, as a hypothetical way of measuring whether a computer can think [1]. It stakes out the...

More…

What is Analytica software?

Analytica is a decision analysis tool that helps you generate clearer and more justified results through modeling.

More…

Download the free edition of Analytica

The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


    Analytica Cubes Pattern

    Download the free edition of Analytica

    The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

    While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


      Analytica Cubes Pattern

      Download the free edition of Analytica

      The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

      While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


        Analytica Cubes Pattern

        Download the free edition of Analytica

        The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

        While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


          Analytica Cubes Pattern

          Download the free edition of Analytica

          The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

          While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


            Analytica Cubes Pattern

            Download the free edition of Analytica

            The free version of Analytica lets you create and edit models with up to 101 variables, which is pretty substantial since each variable can be a multidimensional array. It also lets you run larger modes in ‘browse mode.’ Learn more about the free edition.

            While Analytica doesn’t run on macOS, it does work with Parallels or VMWare through Windows.


              Analytica Cubes Pattern