Getting started with the Cost-Effectiveness Analysis


SpiceLogic Decision Tree Software lets you perform Cost-Effectiveness Analysis targeting healthcare disciplines. When you add a payoff from a decision tree node for the first time, you will be asked if you would like to perform a cost-effectiveness analysis as shown below.

Treatment 1, Treatment 2, Medication tree with the payoff button on Treatment 1 highlighted, leading to the payoff intent window where Cost-Effectiveness Analysis in Healthcare is chosen.

Then, you will get the Cost-Effectiveness Criteria editor window.


Modeling Effectiveness Criterion

The first option to model the effectiveness criterion is QALY or Quality-Adjusted Life year. notice that you have two common formulas to choose from, for QALY.

Cost-Effectiveness criterion editor open on the Effectiveness tab with QALY selected, listing the two QALY formulas.


Then, check the circle box for DALY or Disability-adjusted life years. If you choose to use DALY in your Effectiveness criterion, then you can choose a formula for DALY as well.

Effectiveness criterion editor with the DALY radio button selected and the DALY formula choice exposed.

Finally, you can use a simple straightforward custom variable as your effectiveness. Just choose "A single custom variable" as shown below.

Effectiveness criterion editor with the single custom variable option selected as a generic alternative to QALY or DALY.


Modeling Cost Criterion

Then navigate to the Cost Criterion tab, you will find some options about Cost modeling.

Cost Criterion tab of the Cost-Effectiveness editor showing the cost modeling options (whether to include cost and how).


The user interface for Cost-Effectiveness in Payoff Editor

Once you set a criterion for your cost-effectiveness, in the Decision tree, you will find a payoff editor accordingly. Say, you chose to use QALY as your effectiveness criterion and also you included Cost in your analysis, then when you will open the Payoff editor in your decision tree, you will find the following user interface. 

Payoff editor presented when QALY is the effectiveness criterion and cost is included, with fields for both effectiveness and cost inputs.

If you use DALY as a payoff, you may find the following user interface based on the fact that you chose the Murray formula.

Payoff editor presented when DALY (Murray formula) is the effectiveness criterion and cost is included.

And finally, if you chose to use a simple straight forward variable to represent your effectiveness, your payoff editor in the decision tree would look like

Payoff editor presented when a single custom variable represents effectiveness, with fields for the variable value and cost.


Analyzing the result

Say,  you have set up your Cost-Effectiveness criterion and then set up your decision tree with Cost-effectiveness payoff as shown below. You will see a Cost-Effectiveness Plane shown in the chart carousel of the Options Analyzer tab,

Options Analyzer chart carousel showing the Cost-Effectiveness Plane after the decision tree has been solved.

Hold your mouse over a node and see the tooltip reveals a lot of useful metrics.

Tooltip on a terminal node listing cost-effectiveness metrics for that branch: Expected Effectiveness, Expected Cost, Net Monetary Benefit, Total Effectiveness, Total Cost, and Expected Probability.


Cost-Effectiveness Plane

On the cost-effectiveness plane, notice that every option is represented by a color-coded dot. The dots are shown in various colors that represent strongly dominated options, weakly dominated options, efficiency frontiers, etc. You can place your mouse over a dot and get the details about that option result, like Expected Effectiveness, Expected Cost, ICER (Incremental cost-effectiveness ratio), etc.

Tooltip on the Treatment 1 dot on the Cost-Effectiveness Plane labeled Most Effective within budget, showing Expected Effectiveness 66.08, Expected Cost 9600$, and ICER 150.64.

Relative to Standard Care

In healthcare, most of the time, it is required to compare the result related to a status quo or standard care. In the Cost-Effectiveness plane chart, you can choose an option to consider as the "Standard Care" option. Then the cost-effectiveness plane will be updated to show the relative metrics.

Cost-Effectiveness Plane reconfigured with a chosen option as the Standard Care reference, displaying relative metrics for the other options.

Swapping axis, cost / Effectiveness on X/Y axis or vice versa.

You can swap the axis so that the Cost will be shown on the X-axis and Effectiveness will be shown on the Y-axis. In that way, you can analyze, how effective an option is for an incremental cost. Click that swap button as shown below.

Cost-Effectiveness Plane with axes swapped so Cost is on the X-axis and Effectiveness is on the Y-axis.

Metrics and Table

In the Options Analyzer panel, you will find a metric selector and table as shown below.

Options Analyzer panel showing the metric selector and the per-option results table for cost-effectiveness analysis.

All charts

In the chart carousel, you may notice a pop-out button that lets you open all the charts based on selected metrics. 

Pop-out window opened from the chart carousel showing every chart available for the selected cost-effectiveness metrics.



 

Last updated on Jan 7, 2026