1.1Data and method
The records are NADIR's public list of question–judgment pairs, fetched by GET on 6 October 2026 (UTC) and kept in this study's folder. The list holds 1534 pairs. Every one has the status "hypothesis", none carries axes or evidence keys, and the list's evidence table is empty. The studio files each pair under one of 10 layers and one of three phases of its research frame: erosion (2016 to 2025), collapse (2026) and transition (2027); all 213 pairs with the horizon "present" are in the collapse phase. Of the four authorship labels in the list, "NADIR hypothetical decision exercise" is carried by 496 pairs. Every exercise has exactly two options, is set in a situation the studio marks as hypothetical, and is unreviewed. The studio's note on its method says that this edition adds 496 agenda facets across 62 explicitly hypothetical situations, using 29 reusable two-option decision frames, and the list bears this out: 62 distinct situations, 29 distinct pairs of option labels.
The selection rule is one sentence. This paper reads every pair in the layer "public", which the studio labels public attitude and face, in the phase "collapse", that sets out options. The rule gives sixteen pairs, all hypothetical decision exercises. The layer holds 106 pairs, 27 of them in the collapse phase; the 11 left out are episode interpretation drafts with no options. The 32 public pairs with options in the erosion phase and the 8 in the transition phase are not read, so that every pair read sits in the year of the collapse, with the horizon "present". Options were required because this paper asks what the options make of the question.
The sixteen pairs fall into exactly two situations, eight in each, and no other pair in the list belongs to either. In the first (the studio's situation 011), the possibility of a halt in operations is discussed inside an organisation while normal service is promised outside. In the second (situation 055), a negative rumour is spreading and the organisation tries to correct some of the facts. Each pair has a question, a judgment of five sentences and two options, each option with a label, a benefit, a cost and a condition of use. Of the questions, 7 are noun phrases, 7 statements and 2 end with a question mark. None names a real person, organisation, place or event, and no line of the appendix had to be withheld.
Two cautions from the series' rules shape the reading. The first concerns the frame. The first sentence of every judgment is the pair's decision focus, word for word; the other four are identical in all eight judgments of a situation. Measured by runs of five words that recur in the same field of three or more pairs, 83 per cent of the judgments' runs are frame, against the series' threshold of 30 per cent; the questions, the decision focuses and the options stand at 0, 0 and 20 per cent. This paper therefore reads each pair's own words in its question and decision focus, reads each situation's four shared sentences once, and treats no shared sentence as evidence that two pairs agree. The second concerns the options. Having two options is a property the studio guarantees and is not a finding; what they say is. The sixteen pairs use 12 distinct pairs of option labels, 7 read pairs share theirs with another read pair, always across the two situations, and every pair of labels used here recurs elsewhere in the list, in between 6 and 42 pairs. The options are read as the studio's stock, set beside each question.
The records are in Korean. This study's editorial session put every string into English, sentence by sentence and with nothing added; the Korean stays the original. Every block quote is a sentence or field of that English, word for word, with a source line naming the pair by a short title and the field. Every count comes from a script that reads only the kept records; counts of wording were made on the Korean by fixed word lists printed beside each count. The paper does not test whether the exercises are good counsel, gives no advice to any organisation about what to say, and reads only how a published set of exercises frames one kind of decision.
1.2Telling those outside before it is certain
The eight exercises of the first situation are hypotheses set in an invented organisation, and what follows says only how they frame a decision. They frame telling as a transfer of time: what an organisation gives those outside when it speaks of a possible halt is the chance to prepare, and what it takes when it waits is the chance to choose. The situation is set out in the same four sentences in all eight:
It is a situation in which the possibility of a halt in operations is discussed internally while normal service is promised externally. An explanation that reduces anxiety and an explanation that guarantees a chance to prepare may differ. There is no need to assert an outcome that is not confirmed, but one must not go so far as to hide important uncertainty. The time the other party needs to prepare alternatives and the harm a false alarm would cause must be considered together.
Two explanations are set against each other, one that reduces anxiety and one that guarantees a chance to prepare. The frame does not call the first false. It says the two may differ, and that the difference matters to the person outside, who needs time to arrange an alternative. Against that need it sets the harm of a false alarm. The decision is a weighing of two harms, both borne by others.
The exercises' own words then place the question in time. The first is put against a principle that sounds prudent:
The hidden delay in a principle of telling only once things are confirmed
By the time the outcome is confirmed, it may be too late for the other party to change their choice.
Telling only what is confirmed is a rule about accuracy. The exercise reads it as a rule about timing and finds a delay hidden inside it: confirmation and usefulness do not arrive together. Half of the sixteen pairs, 8, name time, order, lateness or what comes next in their own words, and 6 name the person who bears the wait, as the other party, customers, new counterparties or those outside. Schnackenberg and Tomlinson, Organizational Transparency (2016), tie transparency to the trust stakeholders place in organisations. This paper reads the exercise as treating disclosure less as a means to trust than as something the other party needs for a decision of its own; the exercise does not mention trust.
A second exercise makes the distribution of time explicit:
If the order of telling is set by the closeness of the relationship, the distribution of harm changes.
Telling is a sequence, and the sequence has winners. Those told first have time to find a substitute, as the pair's heading says, and those told later do not. The exercise names what tends to decide the order, closeness, and calls its effect a change in who is harmed. The options beside it, serving the groups most affected first or applying the same conditions to everyone, speak to the question directly, and the cost the first carries returns the decision to speech: the exercise says that criteria which cannot be explained may look like favouritism.
A third exercise turns from those already served to those about to sign up:
The risk of new commitments is not left out on the grounds of preventing fear.
New counterparties, unlike existing customers, can still make the choice to avoid the risk.
The question is one of 3 in the set put as a rule of what is not to be done. Its reason is again time. Existing customers are already inside the risk; new counterparties are not, and a statement withheld now removes a choice still theirs to make. Fear is the organisation's reason for silence, and the exercise does not accept it. No pair among the sixteen speaks of face, reputation, image or honour anywhere in its text, though the layer is named for public attitude and face. What an organisation risks by speaking, in these records, is a false alarm; what others risk by its silence is the time to choose.
Two exercises turn inward, to the people who carry the organisation's words:
Without an official position, each person ends up responding with different promises and guesses.
If the messenger takes the blame alone, the messenger comes to choose vague expressions over an accurate explanation.
Both read the quality of public speech from the arrangement inside. Without a position to rest on, front-line staff answer as individuals and the answers multiply; a messenger blamed alone for bad news retreats into vagueness. Bies, Shapiro and Cummings, Causal Accounts and Managing Organizational Conflict (1988), found that an account's effect turned on the adequacy of its reasoning and the sincerity of its delivery. This paper reads the two exercises as naming conditions under which neither is likely. The options beside the second, a neutral mediator or direct negotiation between the parties, come from a frame for disputes rather than for delivering bad news, and the fit is loose.
The last three exercises concern what happens after the organisation speaks, and here the series' question, what would make the decision change, receives its clearest answer. The first sets a time:
Even an uncertain situation can be explained by setting the conditions and the time of the next notice.
Saying concretely what is not known helps preparation more than groundless certainty does.
The organisation is not asked to wait until it knows. It is asked to say what it does not know, under what conditions that will change, and when it will speak again. The next notice is a reopening of what was said, scheduled when it is said. The other pair whose own words name what comes next takes the same notice from the listener's side:
Even if the situation has improved, the earlier explanation of the risk is not quietly erased.
Only if the reasons for the change are kept can the other party judge how reliable the next notice is.
This exercise takes the case in which the warning proves unnecessary, and names the temptation to let the earlier statement disappear. Against it, the judgment places the condition for revising a public statement in the public record: a change is to be shown with its reasons, so that those who heard the first statement can judge the second. The authority to judge the organisation's reliability passes, in this framing, to those outside.
The third exercise extends the decision past the announcement:
If the announcement is simply made and no answers are prepared, uncertainty grows by other routes.
An announcement begins the decision rather than ending it. Rosnow, Rumor as Communication (1988), counts general uncertainty among the conditions that affect whether rumours arise and spread. The exercise does not use the word rumour, but this paper reads it as naming the same movement from the organisation's side: uncertainty not answered through the official route finds another.
The options beside these three are where the studio's stock becomes visible. The pair about the next notice and the pair about the earlier explanation are offered the same choice, between recording the reasons for a judgment with the conditions for changing it and recording only what execution needs. That fits the second reasonably, since keeping the reasons for a change is a kind of record. It fits the first less well: the question was what to tell those outside and when, and the options ask what to write down for the next person inside. The pair about questions after the notice is offered a choice between reducing the workload and adding staff. The options are well made in themselves; they turn a decision about speech into one about internal capacity. Of the eight exercises of this situation, only the first is offered options about telling.
Read as a whole, the first situation frames public speech in a collapse as a matter of others' time. Telling late takes choices from those outside, telling by closeness distributes harm, telling without a position or through a blamed messenger makes speech vague, and what is told is to be revised in the open, at a named next notice, with the earlier statement kept.
1.3Answering a rumour, and what a correction cannot do
The eight exercises of the second situation are likewise hypotheses set in an invented organisation. They frame the answer to a rumour as something to be kept apart from three things it is easily taken for: the refutation of the whole criticism, the solution of the problem, and the defence of the organisation. The shared frame sets the scene and states a rule:
It is a situation in which, as a negative rumour spreads, the organisation tries to correct some of the facts, but the material that could explain them is scattered. A quick rebuttal can lead to greater distrust. Correcting what is wrong is different from denying all criticism. The confirmed facts must be explained first, and where the material is lacking, the scope and the time of the review must be made clear.
The frame warns that speed can work against the organisation, separates correcting from denying, and asks that the scope and time of any review be stated, a public commitment with a time attached. It belongs to all eight and is not counted as a finding about any one of them.
The pairs' own words then take apart the idea of winning:
The rebuttal that finds one error and makes the whole criticism void
A partial correction does not make the actual problem go away as well.
The rebuttal named here generalises from a single fault: one claim is wrong, so the criticism is dismissed. The exercise does not deny the error; it denies that correcting it reaches the problem underneath. Kim, Ferrin, Cooper and Dirks, Removing the Shadow of Suspicion (2004), found that whether apology or denial better repaired trust depended on the kind of violation and on what later evidence showed. This paper reads the exercise as drawing a line that comparison does not draw: a response may deny one claim truly and leave the matter it was about untouched.
The last exercise of the situation puts the point most sharply:
Winning the explanation does not take the place of an actual reduction in harm.
An explanation can be won, and the exercise refuses to let the victory count as more. The problems that remain are to be kept separately, as its heading says, after the argument is over. Sitkin and Bies, Social Accounts in Conflict Situations (1993), find support for accounts as a way of managing conflict and name the dilemmas that come with using them. This paper reads the exercise as naming one such dilemma: an account that succeeds in managing the conflict may take the place of the remedy. How often that happens the records cannot show.
Two exercises turn on whether, and how much, to answer:
Does answering every rumour produce a more accurate understanding?
The response itself may amplify claims that do not matter.
When different unconfirmed explanations clash, the standard of fact becomes more blurred.
The first is one of only 2 questions in the set put as a question, and the answer it implies is no: a response is itself a message, and answering a minor claim can enlarge it. The second names a temptation particular to an organisation under suspicion, to meet an unfavourable story with an unconfirmed hopeful one. The result is not reassurance but a blurring of the standard by which anyone could tell which story is true. Rumour talk, for Bordia and DiFonzo (2004), is a shared effort at making sense. This paper reads the exercise as placing the organisation inside that effort rather than above it: its unconfirmed account becomes one more hypothesis, and weakens the standard of evidence the discussion would need.
The reach of a correction is the subject of a further pair:
Can a fact corrected late be made known as widely as at first?
If the correction stays only in a small place, the influence of the wrong explanation continues.
In the exercise's scene the wrong account travelled widely; a late correction may travel less far, and where it does not reach, the wrong account still works. The research points the same way. A correction that arrives after a delay, and a wrong account that keeps some of its effect, are among the results Walter and Tukachinsky (2019) gather, and the weakness of retraction in updating memory is the subject of Lewandowsky and others (2012). The exercise is a hypothesis, not a result. What it adds, as framing, is that the organisation's decision concerns the reach of its own correction, which it controls, rather than the memory of its audience, which it does not.
A pair about the form of an explanation comes close to another result of that research:
A connection that people who do not know the premises can also understand is needed.
Its heading says that an explanation that makes sense only to insiders does not settle the questions from outside. The nearest point in the research is the causal alternative of Johnson and Seifert (1994), which weakened the hold of discredited information where a bare negation did not. This paper reads the exercise's "connection" as close to that alternative: what replaces a rumour is not a denial but an account that holds together for those outside. The exercise names no mechanism, and the reading is this paper's.
The last two exercises turn, as in the first situation, to the people who must speak:
The incentive to admit unfavourable facts may weaken.
The need to explain and the resources for what is still to be carried out must be considered together.
The first names a conflict of roles: one person who is asked both to check the facts and to defend the organisation is pulled toward the defence. Pfarrer, Decelles, Smith and Taylor, After the Fall (2008), put discovering the facts first among the stages by which an organisation restores its legitimacy after a transgression. This paper reads the exercise as locating a difficulty at that first stage, though a rumour whose truth is unsettled is not a transgression and the fit is partial. The second names a different cost. Producing material for a rebuttal takes time on the ground, drawn from the work the organisation still owes. In the exercise, explaining in the collapse year competes with doing.
The options beside the rumour exercises show the same conversion as in the first situation, more strongly. The pair about the whole criticism, whose question is a rebuttal, is offered a choice about scope: narrowing the work to its core or keeping all of it with more support. The pair about the late correction is offered the choice between two ways of keeping records. The pair about checking and defending is offered the closest fit in the set, an independent review or the person in charge disclosing the grounds and revising, and the condition for the second names what its question found missing:
When review is open and there is room to admit error
Only the pair about insiders is offered a choice between two ways of telling, the same choice the first situation offers for the principle of telling once things are confirmed. Across the sixteen, 13 pairs speak in their questions or decision focuses of telling, explaining, announcing, answering or correcting. Only 3 are offered an option whose label speaks of sharing, explaining or disclosing. The others are offered choices about scope, resources and staff (7 pairs), checking and review (5), coordination and mediation (3) and record-keeping (3), some pairs falling under more than one.
Read as a whole, the second situation frames the answer to a rumour as a correction not to be mistaken for more than it is: not the refutation of the criticism, not the reduction of harm, and not something one person can produce while defending the organisation. Across both sections, the exercises frame speech in the collapse year as owed to those outside, measured by the time and choices it leaves them and revisable only in the open, while the options beside them mostly ask how the organisation arranges its work.
