KNOWLEDGE · LEADERSHIP · ORGANISATIONAL DECISION QUALITY
Decision Quality in Organisations
Decision quality shows up in how a leadership team arrives at a decision. Who is in the room when it counts. How much is questioned before a position is fixed. Whether disagreement reaches the surface or stays beneath politeness. And whether a decision, once made, is ever revisited. All of this becomes visible in the decision process, long before an outcome exists.
Judge the quality of a decision only by its outcome, and you find out too late whether the process held up. A good outcome from a weak process is luck, a bad one from a strong process is bad luck, and neither tells you much about the next decision. Watch instead how the decision is made, and quality can be read earlier, while corrections can still change something.
Decision quality is the organisational side of the same capacity that judgement describes at the level of the individual leader. What is personal judgement there is, here, the way a leadership system arrives at a judgement together.
The quality of a decision is settled before its outcome is known.
WHY DECISION QUALITY MATTERS NOW
Equally qualified professionals judge the same case in strikingly different ways.
Kahneman, Sibony and Sunstein describe a case from an insurer in Noise (2021). Underwriters independently set premiums for the same cases. The median divergence between two underwriters was around 55 per cent, five times higher than the roughly 10 per cent that leadership had expected. For the same customer, this meant a premium of 9,500 or 16,700 Swiss francs, depending purely on which underwriter was assigned. The divergence went unnoticed because no one placed the judgements side by side.
The data come from the underwriting practice of large insurers. Whether the scale of it transfers one-to-one to a Swiss SME's leadership team is an open question; the setting is different. The mechanism is not: divergence arises between equally qualified people, no one inside sees it, and it becomes visible only once you look at the process the judgements came from.
What is new is what speed and AI do to this. Recommendations arrive in seconds and in a tone that admits no doubt. The moment in which a team still tests an assumption before adopting it grows shorter, precisely where the most depends on it.
Expected versus measured divergence in judgement. Two underwriters differed by around 55 per cent in the median for the same case, five times the expected 10 per cent. Source: Kahneman, Sibony, Sunstein, Noise (2021).
EVIDENCE
What makes a decision good can be named independently of its outcome.
Decision research provides a standard for this. Building on Ronald Howard's decision analysis, Spetzler, Winter and Meyer describe six requirements for a good decision in Decision Quality (2016): a solid frame for the question, genuine alternatives, reliable information, clear values and trade-offs, sound reasoning, and the commitment to act on it. A decision is only as good as the weakest of these six elements.
The core of this tradition is the separation of a good decision from a good outcome. An outcome depends on factors no one knows at the moment of deciding. That is why quality can only be judged by how the decision comes about, before the outcome is known. At the organisational level, what counts is whether a leadership system reliably brings the six elements together.
What is robust here is the standard, not a guarantee of effect. The six elements are an established framework from decision analysis; that their disciplined use leads to better outcomes in every context is plausible, but it is not proven in the strict sense.
A good outcome from a weak process is luck.
Process versus outcome. A good outcome from a weak process is luck; a poor one from a strong process is bad luck. Decision quality is steerable, the outcome is not.
THE THREE MOMENTS
Decision quality is decided in three moments.
A decision can be strengthened at three points, and a different outside view applies at each: before the decision, in the judgement itself, and afterwards, once the world keeps moving. transformind works in all three, connected by the same principle: an observation set in advance and from outside, not one that starts from the outcome.
Possibility
Before the decision
Bevor eine strategische Weiche gestellt wird, trennen wir die Optionen, die über alle plausiblen Zukünfte tragen, von den Wetten, die nur in einem bestimmten Szenario aufgehen. Das Führungsteam sieht, welche Züge robust sind und welche an Bedingungen hängen, die erst noch eintreten müssen. So fällt die Entscheidung mit offenem Blick auf ihre Abhängigkeiten, nicht auf ein einzelnes erhofftes Szenario.
Judgement
In the deciding itself
Weigh a decision in your own head, and you mostly find your own confirmation. An independent counterpart who reliably pushes back changes that. Sparring works here, in the concrete moment before a meeting, a commitment, a communication. Where a leadership situation calls for development over months, Executive Coaching carries the judgement-forming of the person who decides.
Reckoning
After the decision
A decision is made at one point in time; the world keeps moving. That is why we bind a strategic bet to an observable early-warning indicator with a threshold and a response agreed in advance. The one-off decision becomes a monitored path: the leadership team recognises early enough that an assumption is starting to tip, while there is still time to act.
The three moments are the order in which transformind reads decision quality. The underlying disciplines are established; connecting them into one continuous view of the decision process is transformind's perspective. How mature a leadership system is across these three moments is read by the Ambiflow diagnostic and steering framework, as its own dimension, leadership-system maturity.
THE METHODOLOGICAL FOUNDATION
The view of decision quality rests on three traditions.
The three moments are not chosen at random. They rest on three interlocking traditions of thought: from the outcome-independent standard, through the correction of judgement, to the question of why an organisation rarely sees its own premises on its own.
Decision analysis · The standard ahead of the outcome
From Ronald Howard to Carl Spetzler, decision analysis supplies the outcome-independent standard by which a decision can be judged before its outcome is known. It is the source of the separation between a good decision and a good outcome, and with it, the first moment: testing the options before the fork is taken.
Debiasing · Divergence and pushback
From Daniel Kahneman's work on divergence and bias to Gary Klein's premortem and the work of Lovallo and Kahneman, it is well established that structured pushback and the duty to justify correct what introspection alone cannot. From this follows the second moment: judgement under independent challenge.
Systems theory of decision · The organisation as a decision system
Niklas Luhmann shows in Organisation und Entscheidung (2000) that an organisation arises from its decisions and from the premises under which it decides. These premises sit in its own blind spot; an outside observer is more likely to see them. This is where the need for an external corrective in all three moments has its root.
APPLICATION IN LEADERSHIP PRACTICE
From principle to decision in the team.
What follows is a hypothesis from transformind's consulting practice. It is not evidenced in the sense described above.
When the same questions keep coming back to a leadership team, the bottleneck rarely sits in missing information. It sits in disagreement not reaching the surface, and assumptions not being tested before the decision is made. What helps is not further analysis. It is a counterpart who reliably pushes back, and a discipline that reopens a decision later, once the situation shifts.
From Kahneman and Tversky to Ben-This external instance comes in two speeds. As Sparring, it is available in the concrete moment of decision, without preparation. As Executive Coaching, the same instance works over a development arc of several months. How maturely the leadership system decides as a whole is read by the Ambiflow diagnostic and steering framework, in the leadership-system-maturity dimension.David, Graham and Harvey, the evidence shows that confidence and accuracy diverge systematically, and that the gap stays invisible from within. This is the trace of calibration.
Decision quality is the organisational level of judgement
What judgement is at the level of the individual leader, decision quality is at the level of the team. For the further organisational side of the same pattern, see the related topics Adaptive Organisation and Ambidexterity.
FREQUENTLY ASKED
Decision quality, in questions
What is decision quality?
How do you recognise a good decision before the outcome is known?
What is the difference between judgement and decision quality?
How does transformind measure decision quality?
NEXT STEP
Decision quality cannot be tested from inside its own circle.
If the same questions keep returning to your leadership team, it is worth looking at how your decisions come about. In a first conversation, I listen and tell you openly whether and how transformind can contribute. One hour, no obligation.