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Framing an Analytic Narrative: A Tale of Three Crises

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Published/Copyright: September 25, 2025

Abstract

This essay explores a fundamental modeling choice that must be addressed before an explanatory analytic narrative can be developed: whether to rely on a model fashioned around the specific event or political process under investigation using the procedure of “revealed preferences,” or to “posit” preferences and situate the narrative in a more general model. It argues that analytic narratives that infer preferences from actual choices not only border on the tautological, but may also fail to take account of underlying preferences that are obscured by strategic behavior. In contrast, explanations derived from a more general model are enhanced when the model’s expectations are confirmed empirically. By their very nature, the organizing power inherent in a generic model not only facilitates cross case comparisons, but also isolates the causal role played by critical explanatory variables. The latter advantage of using an ‘off-the-shelf” model is demonstrated in an examination of three structurally similar, yet otherwise distinct, acute interstate crises: the Bosnian crisis of 1908–1909, the July crisis of 1914, and the Cuban missile crisis of 1962.

JEL Classification: C72; C70; F51

Although there is a long tradition of using game models to analyze real-world events, it was only after the analytic narrative project was developed at Harvard in the late 1990s (Bates et al. 1998, 2000a) that attempts to use game models “to develop systematic explanations based on case studies” (Bates et al. 2000b: 696) entered the mainstream. Unlike theoretically isolated historical narratives whose logic “provides too little logical constraint to generate dependable theory and too little inferential constraint to permit trustworthy theory testing” (Achen 1987: 145–146), analytic narratives “explain specific historical states of affairs by combining the usual narrative approach of historians with the analytic approach that is familiar to economists and political scientists” (Mongin 2019: 1).

There are many advantages of using an explicit theoretical model to explore real-world events or historical processes. But two stand out: theoretically grounded explanations are at once more transparent and less ad hoc than atheoretical or poorly specified explanatory frameworks. They are more transparent because formalization requires an explicit statement of assumptions and arguments. And they are less ad hoc because well-articulated theoretical frameworks severely constrain both the number and the cast of variables that can be called upon to provide a coherent explanation. In other words, game-theoretically driven narratives provide an explicit causal mechanism that most, if not all, historical narratives lack. In consequence, they “facilitate the assessment of logical consistency, minimize the probability of its absence, and encourage counterfactual or ‘off-the equilibrium’ path reasoning, allowing for contingent theorizing, inter alia” (Zagare 2019: 2, 162).

This is not to say, however, that all the underlying methodological issues connected with the construction of an analytic narrative have been fully worked out. One important issue that has not been addressed is that of modeling choice. One possibility is to fashion a model to the specific circumstances of the event or process under examination. Another is to use an “off-the shelf” model, making ad hoc adjustments, if necessary, to develop an explanation. In this paper I show why a sui generis model falls short of the explanatory mark and demonstrate the advantages of using a general model by exploring three structurally related interstate crises: the Bosnian crisis of 1908–1909, the July crisis of 1914, and the Cuban missile crisis of 1962. Although the “precipitant-challenge-confrontation scheme” (Snyder and Diesing 1977) underlying all three crises is more or less the same, the dénouement of each crisis was different. The argument will be that the organizing power derived from a general model not only facilitates cross case comparisons but also isolates the causal role played by critical variables.

I begin with a brief synopsis of the crises, then describe an “off-the-shelf” incomplete information game model that reflects the precipitant-challenge-confrontation scheme, and conclude with a discussion of the model’s organizing and explanatory power.

1 The Three Crises

In this section I briefly describe three historically pertinent interstate crises: the Bosnian crisis of 1908–1909, the July crisis of 1914, and the Cuban Missile crisis of 1962. These “events” were selected not only because they conform to the precipitant-challenge-confrontation scheme typical of an acute crisis, but also because they shared the potential to escalate to the highest level of conflict. Yet only the July crisis did; the Cuban crisis, fortunately, was resolved short of an all-out (nuclear) war, while the Bosnian crisis ended only when one state actor capitulated. The potential of each crisis to intensify suggests that an escalation model is the appropriate context in which to explain why they were resolved differently.

1.1 The Bosnian Crisis of 1908–1909

Although the Bosnian crisis of 1908  1909 involved almost all the major European powers and several minor powers, the focus here is on the core of the conflict which involved Austria-Hungary and Russia. The “specific precipitant” of the crisis was Austria’s annexation of Bosnia-Herzegovina, on October 7, 1908 (Snyder and Diesing 1977: 539). Although the two provinces were nominally under Turkish suzerainty, Austria had administered the provinces since 1878 under the terms of the Treaty of Berlin.

Prior to the annexation the Austrian Minister of Foreign Affairs, Alois Lexa von Aehrenthal, and his Russian counterpart, Alexander Izvolsky, had reached a secret agreement in which Russia would recognize the annexation and Austria would support Russia’s goal of opening the Straits of the Bosporus and the Dardanelles to Russian warships. Izvolsky, however, believed that the agreement would be implemented at an international conference at which the Austrians and the Russians would support each other’s position. But he was unpleasantly surprised when Aehrenthal informed him that the annexation would take place on October 7, 1908.

The annexation impinged on the interests not only of Turkey, but also of Serbia which had long coveted the provinces in order to gain access to the Adriatic. Bilateral negotiations between Austria and Turkey resulted in an agreement in which the Turks “got nearly everything which they desired” (Schmitt 1970: 124), but the Serbs were not so easily bought off, especially since the Russian government rejected Izvolsky’s understanding with Aehrenthal and threw its support behind Serbia’s demands for territorial compensation.

Fed up with the intransigence of both the Russians and the Serbians, Aehrenthal eventually turned the tables and demanded that the two Slavic states formally accede to his attempted fait accompli. Putting it to the Serbs, he also insisted that they immediately demobilize and reduce the size of its army. In the meantime, the Austrian military prepared for an invasion. Facing this implicit Austrian threat and backed up by what many considered a German ultimatum, Russia (and an abandoned Serbia) capitulated (Massie 1991: 609). In consequence, the planned Austrian invasion of Serbia was called off, at least until 1914.

1.2 The July Crisis of 1914

As Kagan (1995: 167) notes, “the Bosnian crisis was a crucial step on the road to war” in 1914. Although the outcomes were different, the circumstances surrounding the Bosnian and the July crisis were remarkable similar. In both crises it was the Austrian intention to subjugate and humiliate Serbia that placed Russia in the unenviable position of either allowing Serbia to be dismembered or going to war with Austria. But whether it was a consequence of its rearmament program, an unambiguous French commitment to stand by its ally, a desire to avenge its defeat in 1909, or all the above, this time the Czarist government stood firm. Unlike in 1909 when he decided against any level of mobilization (Schmitt 1970: 191), this time the cautious Czar first agreed to a partial mobilization intended as a warning to Austria. When Austria ignored the threat, Russia completed its mobilization, prompting Germany to attack Russia and, a few days later, France. Even before Great Britain chimed in, Europe was at war.

1.3 The Cuban Missile Crisis of 1962

The specific precipitant of Cuban Missile crisis was the discovery by the United States that the Soviet Union was in the process of installing medium- and intermediate-range missiles in Cuba. The US response was measured: a naval blockade of Cuba, coupled with a stern warning by President Kennedy that it was American policy “to regard any nuclear missile launched from Cuba against any nation in the Western Hemisphere as an attack by the Soviet Union on the United States, requiring a full retaliatory response upon the Soviet Union” (Kennedy 1969: 168). The crisis ended with a political bargain: the Soviets agreed to withdraw the missiles in exchange for a public US promise not to attack Cuba and a private assurance that it would (eventually) dismantle its missiles in Turkey.

2 Framing an Analytic Narrative

The very first choice to be made when constructing an analytic narrative is that of an appropriate model. After all, it is the model that provides the causal mechanism without which the narrative’s explanatory power would be, at best, suspect. In this regard, two different approaches can be taken: one is called revealed preferences, the other posited preferences (Riker and Ordeshook 1973: 14). The procedure of revealed preferences requires the construction of a model specifically designed to reflect the underlying situation or process (game) to be investigated. Then preferences are deduced (or revealed) by observing actual behavior. When joined together, the model and the deduced preferences constitute the explanation. By contrast, the procedure of posited preferences begins with an underlying model and generic assumptions about preferences. Explanations follow whenever actual behavior conforms with the predictions of the model, that is, with the model’s equilibria.

Wagner’s (1989) attempt to explain the Cuban missile crisis well-illustrates the method of revealed preferences. Starting with a crisis bargaining model that broadly captures the sequence of moves made by the United States and the Soviet Union in 1962, Wagner deduces what must have been true, game theoretically, 1) for Khrushchev to introduce the missiles in Cuba; 2) for Kennedy to have implemented a blockade rather than respond in a more aggressive way; and 3) for the bargain that ended the crisis to have come about. For example, in terms of preferences, Wagner asserts, persuasively, albeit predictably, that Khrushchev could not have anticipated the actual resolution of the crisis since, by Wagner’s reckoning, it was “extremely unlikely that Khrushchev preferred this outcome to the one that would have resulted from an initial decision not to place the missiles in Cuba” (Wagner 1989: 181).

Although Wagner’s analysis provides a concise and plausible description of the strategic dynamic of the events of October 1962, it falls short of providing a compelling explanation. As Kaplan (1964: 339) notes, “to explain something is to exhibit it as a special case of what is known in general.” Explanations like Wagner’s, however, verge on the tautological (King et al. 1994: 19–23). Theories and models that are constructed from facts cannot but fail to explain those facts (Morrow 1994: 22). In consequence, “theory fitting” exercises like Wagner’s will almost always result in deficient explanations.

There is still another reason why explanations that rely on the procedure of revealed preferences are suspect: Specifically, it may sometimes be the case that no definitive inference about preferences can be drawn even after an actual choice has been observed. For example, Levy (1990/91) contends that in 1914 Austria-Hungary preferred a continental war to a negotiated peace. He based his conclusion on the fact that throughout the crisis Vienna did everything it could to avoid mediation. But did it do so because it preferred a continental war or, as Jannen (1996) forcefully argues, because it did not believe that Russia would intervene? Austria’s decision to attack Serbia is consistent with either interpretation of its preferences. Absent definitive documentary evidence that supports one interpretation rather than the other, two equally plausible, yet logically incompatible, explanations of Austrian behavior and the outbreak of war in 1914 could be constructed using exactly the same inferential method (Zagare 2009).

By way of contrast, the procedure of posited preferences begins with a suitable model, newly constructed or not, whose strategic dynamic is then explored using prespecified preference assumptions. Of course, the posited preferences always require proper justification and must be appropriate, both logically and empirically, for the specifics of the narrative. Explanations, then, are uncovered whenever the model’s expectations are confirmed empirically.

To illustrate, I next describe a general escalation model, called the Asymmetric Escalation Game, developed by Zagare and Kilgour (2000), summarize the preference assumptions that define its boundary conditions, and use its equilibrium structure (under incomplete information) to explain the strategic choices of the players and the eventual outcome in each of the three crises.

3 The Asymmetric Escalation Game with Incomplete Information

The Asymmetric Escalation Game is a two-person noncooperative game that fully captures what Snyder and Diesing (1977) refer to as the “precipitant-challenge-confrontation scheme.” As Figure 1 shows, in this game Challenger begins play at node 1 by deciding whether to contest the Status Quo (outcome SQ) by choosing D and Demanding its alteration, or not, by Cooperating and choosing C. If Challenger chooses C, the Status Quo holds and the players receive the payoffs, cSQ and dSQ, which are the von Neumann-Morgenstern utilities to Challenger and Defender, respectively. (The payoffs at the remaining outcomes are similarly interpreted). If, however, Challenger chooses (D), Defender must decide at node 2 whether to capitulate by choosing C, or to resist the demand. If it decides not to capitulate, it must also decide whether to respond-in kind by also choosing D, or escalate the crisis by choosing E.

Figure 1: 
The asymmetric escalation game with incomplete information (source: Zagare and Kilgour, 2000).
Figure 1:

The asymmetric escalation game with incomplete information (source: Zagare and Kilgour, 2000).

If and when Defender responds, Challenger can escalate or not at nodes 3a or 3b. If Challenger is the first to escalate (at node 3a), Defender is afforded an opportunity at node 4 to counter-escalate. Limited Conflict (outcome DD) occurs when Defender responds-in-kind and Challenger chooses not to escalate first. Challenger Escalates/Wins (outcome ED) if, at node 4, Defender chooses not to counter-escalate. Similarly, the outcome is Defender Escalates/Wins (outcome DE) when Challenger decides not to counter-escalate at node 3b. All-Out Conflict (outcome EE) results whenever both players escalate. As Figure 1 indicates, there are two distinct paths to All-Out Conflict in the Asymmetric Escalation Game, but only one tracks the classic escalation spiral that engulfed Europe in flames in late July and early August 1914.

There are, then, six distinct outcomes in the Asymmetric Escalation Game. To analyze the Asymmetric Escalation Game, Zagare and Kilgour (2000) posit the preferences arrayed in Table 2. Challenger’s preferences are listed in the first column, from best to worst; Defender’s in the second. Specifically, they assume that Challenger most prefers Defender Concedes, next-most prefers Status Quo, and so on. They make no fixed preference assumption for the outcomes contained in the same cell of Table 2. Thus, they assume that Challenger could prefer Defender Escalates to All-Out Conflict or the reverse. Challenger’s and Defender’s relative preferences for the three sets of paired outcomes are the crucial explanatory variables of the model.

Table 2:

Posited preference assumptions for asymmetric escalation game (source: Zagare and Kilgour, 2000).

Challenger: Defender:
Defender Concedes Status Quo
Status Quo Defender Escalates (Wins)
Challenger Escalates (Wins) Defender Concedes or Limited Conflict
Limited Conflict Challenger Escalates or All-Out Conflict
Defender Escalates or All-Out Conflict

The three sets of unspecified preference relationships determine the credibility of threats the players may or may not prefer to execute. Challenger has only one threat: to escalate (i.e. to choose E) or not (i.e. to choose D) at nodes 3a and 3b. Defender, however, has two threats: a tactical level threat to respond-in-kind (i.e. to choose D) at node 2 and a strategic level threat to escalate (i.e. to choose E) at nodes 2 and 4.

Each player’s willingness, or lack thereof, to execute its threat(s) determines its type. Challenger has only one threat and therefore may be one of two types: Hard Challengers are those that prefer All-Out Conflict to Defender Escalates; Challengers with the opposite preference are called Soft. Defenders, by contrast, are not so easily type cast. Defenders that prefer Limited Conflict to Defender Concedes are said to be Hard at the first (or the tactical level) while Defender with the opposite preference are said to be Soft at the first level. Similarly, a Defender that prefers All-Out Conflict to Challenger Escalates is said to be Hard at the second (or the strategic level) otherwise Defender is said to be Soft at the second level. Thus, Defender may be one of four types: Hard at the first level but Soft at the second (i.e. type HS); Soft at the first level but Hard at the second (i.e. type SH); of type HH: Hard at both levels; or of type SS: Soft at both levels.

The preferences arrayed in Table 2 are both straightforward and transparent. They are also consistent with the standard assumption that the players prefer winning to losing. To reflect the costs of conflict, the players are also presumed to prefer to win or, if it comes to it, to lose at the lowest level of conflict. Thus, Challenger prefers Defender Concedes to Challenger Wins – and so does Defender.

In analyzing the Asymmetric Escalation Game with incomplete information, the assumption is that each player knows its own type (or preferences) but is unsure of its opponent’s. Defender’s lack of information about Challenger’s type, and Challenger’s about Defender’s, constitutes the principal source of uncertainty in the model. Specifically, Defender believes Challenger to be Hard with probability pCh and Soft with probability 1 – pCh. Similarly, Challenger believes Defender is of type HH with probability pHH, of type HS with probability pHS, of type SH with probability pSH, and of type SS with probability pSS. These beliefs and all other elements of the model, including the choices available to the players at each decision point, the outcomes of the game, and the preference relationships listed in Table 2, are assumed to be common knowledge.

In the Asymmetric Escalation Game with incomplete information, Hard Challengers are much more likely to issue a demand than Soft Challengers. Thus, to simplify the analysis Zagare and Kilgour (2000) assume that Challenger is likely Hard. This simplifying assumption is easy to justify theoretically and empirically. Theoretically, the assumption is of little moment. Although the assumption reduces the absolute number of equilibria in the game, it does so without any serious loss of information. All distinct forms of equilibria in the general case are represented in the special case to be described presently (Zagare and Kilgour, 2000: 261). The assumption is also consistent with the empirical record. In each of the three crises, the Challenger, Austria in 1909 and 1914, and the Soviet Union in 1962, was presumed to be Hard.

3.1 Perfect Bayesian Equilibria

Why did Russia capitulate in 1909? Why was the US response measured after the missiles were discovered? And why did Austria escalate the crisis in late July 1914? Answers to these and related questions can be derived from an examination of the equilibrium structure of the Asymmetric Escalation Game with incomplete information.

As Table 3 reveals, there are six Perfect Bayesian Equilibria in the special case of the Asymmetric Escalation Game summarized here. They fall into three major groups. The first is a family of several equilibria called the Escalatory Deterrence Equilibria. But since all members of this family are based on beliefs that are implausible, they will be ignored. This leaves only five possible solutions to the game: the No Response Equilibrium, which always exists, and the four members of the Spiral Family, of which precisely one will always co-exist with the No-Response Equilibrium.

Table 3:

Equilibria of the asymmetric escalation game when challenger has high Credibility.a

Challenger Defender
x w q HH y z r
x H x S w H w S y HH y HS z HH z HS z HH z SS
Escalatory deterrence equilibria (typical)

Det 1 0 0 1 1 Small 0 0 1 1 1 1 d1

No-response equilibrium

NRE 1 1 Large Small 0 0 0 0 0 0 p Ch

Spiral family of equilibria

Det 2 0 0 0 0 p Str|Tac 1 1 0 0 0 0 d2
Det 3 0 0 d*/r 0 c q 1 v 0 0 0 0 d2
CLRE 1 1 1 0 0 p Str|Tac 1 1 0 0 0 0 p Ch
ELRE 3 1 1 d*/pCh 0 c q 1 v 0 0 0 0 p Ch
  1. aTable 3 is excerpted from Table A8.1 in Zagare and Kilgour (2000: app. 8), which should be consulted for details of definitions and interpretations. Definitions of the strategic and belief variables appearing in Table 2 are summarized here for convenience. The probability that Challenger initiates at node 1 of the Asymmetric Escalation Game is denoted x. In fact, this probability can depend on Challenger’s type – if Challenger is Hard, the initiation probability is xH; if Soft xS. Likewise, wH and wS are the probabilities that Hard and Soft Challengers, respectively, escalate at node 3a. At node 3b, Challenger always chooses E if Hard and D if Soft. Similarly, Defender chooses D at node 2 with probability y, E with probability z, and C with probability 1 – y – z. Again, these probabilities can depend on Defender’s type, so they are denoted yHH, zHS, etc. The strategic variables ySH = ySS = 0 at any perfect Bayesian equilibrium. At node 4, Defender chooses E if strategically Hard (type HH or SH), and chooses D otherwise. Finally, players revise their initial probabilities about their opponent’s type as they observe the opponent’s actions. Of these revised probabilities, the only two that are important to the equilibria are shown in Table 2. Defender’s revised probability that Challenger is Hard, given that Challenger initiates, is denoted r. Challenger’s revised probability that Defender is of type HH, given that Defender chooses D (response-in-kind) at node 2, is denoted qHH.

Of the plausible perfect Bayesian equilibria, two are deterrence equilibria (Det2, and Det3). These two closely related equilibria are members of the Spiral Family. Although they are based on plausible beliefs, they can also be ignored since they clearly are not possible descriptors of rational play in any one of the three crises. This leaves the No Response Equilibrium, the Constrained Limited-Response Equilibrium CLRE1, and the Escalatory Limited-Response Equilibrium ELRE3 as rational strategic possibilities.

As Table 3 shows, under the No-Response equilibrium NRE, Challenger always initiates at node 1 (i.e. the strategic variable x always equals one for both types of Challenger) and Defender always concedes and never responds, either in-kind or by escalating at node 2 (i.e. the strategic variables y and z always equal zero for all four types of Defender), which is why the only outcome that is consistent with rational choice under the No-Response equilibrium is Defender Concedes. As will be seen, the same cannot be said about either the Constrained-Limited Response equilibrium CLRE1 or the Escalatory Limited-Response equilibrium ELRE3.

The Constrained Limited-Response Equilibrium CLRE1 is the only form of its type that exists when Challenger is likely Hard. Under this equilibrium, the Status Quo never obtains; Challenger always initiates at node 1. For its part, Defender responds-in-kind but only if it is tactically Hard (i.e. of type HH or HS). Otherwise, Defender capitulates. Since this member of the Spiral Group of perfect Bayesian equilibria exists only when Defender is likely Soft at the first-level, the most likely outcome of play under CLRE1 is also Defender Concedes. Thus, when Challenger chooses D at node 1, it does so with the expectation that its demands will almost certainly be met. If and when Defender is tactically Hard, however, it will respond with certainty. Defender’s response will surprise Challenger who then decides that discretion is the better part of valor. Under CLRE1 then, even a Hard Challenger is deterred from escalating first at node 3a; instead, it always chooses D and settles for a Limited Conflict (outcome DD).

As is the case with both the No-Response and the Constrained Limited-Response equilibrium, both types of Challengers always choose D at node 1 under the Escalatory Limited-Response Equilibrium ELRE3. Defender’s type determines its choice at node 2. Under ELRE3, Defender is likely to be tactically Soft (i.e. of type SS or SH). Tactically Soft Defenders always concede at node 2. In the less likely event that Defender is Hard at the first level, it would respond-in-kind, with certainty if it is also Hard at the second level (i.e. of type HH) and with a variable probability (v) if it is Soft at the second level (i.e. of type HS) Given the probabilities, however, a response-in-kind will once again come as a shock to Challenger. Up to this point of surprise and reevaluation, behavior and expectations are similar under CLRE1 and ELRE3. What separates these two equilibria are a Hard Challenger’s action choice at node 3a. Under ELRE3 Hard Challengers, guessing that Defender is strategically Soft (i.e. of type HS), are prone to escalate first at node 3a. At this point, Defender normally backs off and the outcome is Challenger Escalates (Wins). But sometimes Challenger’s guess will be wrong. Whenever this happens, Defender counter escalates, and an All-Out Conflict takes place.

4 Explaining the Three Crises

Developing an analytic narrative around a game-model with multiple non-equivalent and non-interchangeable equilibria is anything but straightforward. If an “explanation shows that, on the basis of what we already know, the something could not be otherwise” (Kaplan 1964: 339), then the simple fact that action choices of the players align with those associated with one of the equilibria simply begs the question: why this equilibrium and not another one? For example, Snyder and Diesing’s (1977: 135) strategic-form representation of the game played by Austria and Russia in 1908 contains two Pareto-optimal (Nash) equilibria, one of which is consistent with the observed choices of the players and the outcome of the crisis. But the other equilibrium is not. Theoretically, the two equilibria have equal status as possible solutions of the game. Both are consistent with rational choice. Why, then, did they settle on one rather than the other? Unfortunately, Snyder and Diesing did not address this question. In consequence their explanation of the crisis’s resolution is less than persuasive.

All of which is to say that the action choices of the players in the three crises correspond with those associated with a perfect Bayesian equilibrium of the Asymmetric Escalation Game with incomplete information does not mean that a fully satisfying explanation has been achieved. Still missing is a demonstration of why the “something” could not be otherwise, why one equilibrium and not another came to be. To that end I next examine each crisis, its corresponding equilibrium, and the conditions under which the corresponding equilibrium exists, to develop a more complete understanding of why the three crises, similar in so many ways, were resolved differently, why one ended in a capitulation, another in an all-out conflict, and the third in a limited conflict that was settled politically.

4.1 Bosnia Explained

The standard interpretation of the Bosnian crisis paints Izvolsky as having been played by Aehrenthal. But as Mercer (1996: 115) argues, convincingly, Izvolsky knew exactly what he was doing. Unable to prevent the annexation, he hoped to extract Austrian support for opening the Straits in return for his acquiescence to what otherwise would have been an uncontested Austrian fait accompli. In other words, the Russian Foreign Minister hoped to “get something for nothing.” But he had been dealt a very weak hand – and he knew it. In 1908 Russia was still recovering from its devastating defeat by Japan in 1905, and the Tsar’s hold on power had recently been shaken by political upheaval. It was generally understood in St. Petersburgh that his autocratic regime would not survive another war, but a losing one in particular. In the terms of the model, Russia was clearly of type S/S, that is, in the short run it was not prepared to forcefully oppose the annexation of the provinces either diplomatically or militarily, especially since Izvolsky “never doubted Austrian or German resolve” (Mercer 1996: 137). Again, in the terms of the model, Russian policy makers believed that Austria was Hard and certain to escalate at either node 3a or 3b unless they acceded to the annexation.

Aehrenthal also knew what he was doing. With only a modicum of diplomatic support from Great Britain, the Russians were clearly outgunned. Throughout the crisis, its main ally, France, took a hands-off approach. Aehrenthal clearly believed that Russia could not, and would not, forcefully resist what he was sure to be a diplomatic coup (Miller 2012: 129–135). As well, he possessed embarrassing documents that revealed Izvolsky’s “complicity in the annexation and his willingness to surrender Serbian and Montenegrin interests” (Kagan 1995: 161). It was taken for granted not only in Vienna, but also in London, Paris, and Berlin, that Russia’s diplomatic isolation, its military weakness, and Aehrenthal’s threat to release the incriminating documents made it all but impossible for Izvolsky not to fold. So, when push came to shove and Germany demanded a “Yes or No” response to its demand that the Russian government recognize the annexation, Izvolsky capitulated.

The defining characteristics of the No-Response equilibrium helps to explain why. Recall that under this equilibrium Challenger (i.e. Austria) always issues a demand at node 1 and Defender (i.e. Russia) always complies at node 2. Defender complies because Challenger is very likely, if not certainly, Hard and, therefore, more than likely to escalate first at node 3a or to counter-escalate at node 3b. Few diplomatic historians would dispute the fact that the beliefs and the action choices associated with the No-Response equilibrium align well with those of both Russian and Austrian decision-makers during the end game of the Bosnian crisis.

Given the stark choice Izvolsky faced and his strong (and accurate) belief about Austria’s intention to move against Serbia unless he acceded to the annexation, a simple game-theoretic model could also be used to explain his decision. For example, in the Unilateral Deterrence Game with complete information, from which the Asymmetric Escalation Game is derived, Defender Concedes is the unique subgame perfect equilibrium when it is played by a Challenger whose threat is credible (i.e. is Hard) and a Soft Defender (Zagare and Kilgour, 2000: 140). Nonetheless, to facilitate cross case comparisons, it will be useful to situate the Bosnian crisis in the wider context of the Asymmetric Escalation Game, especially since, except for the lack of French support in 1909, the players and the underlying circumstances of the Bosnian crisis and those that existed in 1914 were almost identical. To wit, in 1909 and in 1914 Germany issued Austria a blank check; and in both crisis the British were noncommittal, at least initially.

It is important to point out that the outcome Defender Concedes is also the most likely outcome regardless of which of the three plausible perfect Bayesian equilibria is taken to be in play, that is, the action choices of Austria and Russia are consistent with those of the No-Response equilibrium, the Constrained Limited-Response equilibrium, and the Escalatory Limited-Response equilibrium. Nonetheless, it seems safe to associate the resolution of the Bosnian crisis with the No-Response equilibrium. One reason is that it provides a more parsimonious interpretation of the crisis. Another is that it is the only equilibrium under which there is no chance that Defender (i.e. Russia) would resist. The No-Response equilibrium, then, is the only solution candidate that is fully consistent with both the historical record and consensus interpretations of it.

4.2 The July Crisis Explained

“The Bosnian crisis was a crucial step on the road to war” (Kagan 1995: 167). Indeed, it was virtually a dress rehearsal. In 1914, Austria’s intent to subjugate Serbia presented Russia with the same difficult choice it faced in 1909: to either accept or resist the dismemberment of a client state. This time around, however, a sustained rearmament program coupled with staunch French support made it possible for Russia to contemplate a war with both members of the Dual Alliance.

Austria delivered its uncompromising ultimatum to Serbia on July 23, 1914. In response, the Russian Council of Ministers was convened where it was “decided in principle” to implement a partial mobilization of the Russian army and navy “and to take other military measures should the circumstances so require” (Geiss, 1967: 190). Depending on circumstances, then, Russia was prepared for either a limited response (i.e. a partial mobilization against Austria) or an escalatory response (i.e. a full mobilization against both Austria and Germany). In the terms of the model, the agreed upon contingency plan established Russia type, that is, Russia was of type H/H, Hard at both the tactical and the strategic level.

Austria declared war on Serbia on the 28th of July. Early the next day Austrian gunboats began shelling Belgrade. To the great surprise of both Austrian and German decision-makers, Russia reacted according to its contingency plan: a partial mobilization against Austria was ordered. After learning of the Russian partial mobilization, Austria responded by counter-mobilizing against Russia. It then escalated the crisis by continuing to advance into Serbia. As had already been decided, Russia then completed its mobilization. It was well understood in St. Petersburg that this was a war choice. But why did the crisis escalate, why did what was seemingly intended to be a local war confined to Austria and Serbia suddenly morph into what would eventually become a world war?

To understand why, I refer once again to the equilibrium structure of the Asymmetric Escalation Game with a particular focus on the existence conditions associated with the Spiral Family of perfect Bayesian equilibria. Recall that a group of implausible deterrence equilibria and the No-Response equilibrium always exist along with exactly one member of the Spiral Family. The existence of two closely related plausible Deterrence equilibria (DET2 and DET3) in the Spiral Family suggests that there were conditions, albeit remote, under which the July crisis could have been avoided. More likely, though, one of the two remaining perfect Bayesian equilibria, the Constrained Limited-Response equilibrium (CLRE1) and the Escalatory Limited Response equilibrium (ELRE3), would come to define play. Figure 2 provides a graphic description of the existence conditions of the Spiral Family of perfect Bayesian equilibria.

Figure 2: 
Existence regions for equilibria of the spiral family (source: Zagare and Kilgour, 2000).
Figure 2:

Existence regions for equilibria of the spiral family (source: Zagare and Kilgour, 2000).

Every possible combination of Defender’s type probabilities (or credibilities) is represented as a point in the tetrahedron shown in the center of Figure 2. These probabilities determine which member of the Spiral Family exists. The right horizontal axis represents the probability that Defender is of type HH, the lower-left (horizontal) axis the probability that Defender is of type SH, and the vertical axis the probability that Defender is of type HS. Thus, any point in the three-dimensional triangle, or simplex, has a combination of non-negative co-ordinates, (pHH, pHS, pSH), with a sum less than or equal to 1. The fourth credibility, pSS, equals the difference between this sum and 1; this amount is also the (perpendicular) distance between the point (pHH, pHS, pSH) and the front face of the tetrahedron. For example, the point (0,0,0) represents the combination pHH = pSH = pHS = 0, pSS = 1.

As Figure 2 shows, both the Constrained Limited-Response equilibrium CLRE1 and the Escalatory Limited-Response equilibrium ELRE3 exist only when Defender is very likely Soft at the first or tactical level. Thus, if and when a Defender responds-in-kind at node 2, it will come as a surprise to Challenger regardless of which of these two rational strategic possibilities is believed to be in play. Such was the case in 1914.

For most of July, neither Kaiser Wilhelm II, the German emperor, nor Theobald von Bethmann Hollweg, the German Chancellor, believed that war was likely (Geiss, 1967: 71, 77; Massie 1991: 862; Bethmann Hollweg, 1920: 126). But German beliefs were largely immaterial. What really mattered was the thinking in Vienna. Unfortunately, until July 29, the German and the Austrian governments were completely in sync. According to the Italian Ambassador in St. Petersburg, by mid-July Austria “was capable of taking an irrevocable step with regard to Serbia based on the belief that, although Russia would make a verbal protest, she would not adopt forcible measures for the protection of Serbia against any Austrian attempts” (Albertini 1952, II: 184). Austrian leaders would not waver from their belief until it was too late to matter.

Since only tactically Hard Defenders choose D at node 2, the Russian partial mobilization of July 29 surprised both members of the Dual Alliance and forced them to reassess their initial beliefs. In Berlin, where the intent of the Russian message was received loud and clear, the reevaluation led to the obvious conclusion that the Russians were not only tactically hard, but strategically Hard as well. As Figure 2 shows, the German reassessment is consistent with the existence of the Constrained Limited-Response equilibrium CLRE1, that is, with the belief that a tactically Hard Defender is more likely to be strategically Hard as well, more likely to be of type H/H than of type H/S. Understandably, German leaders changed course and urged restraint on its only reliable ally in a series of what Fisher (1975: 495) calls the “world-on-fire” telegrams. Vienna was encouraged to not only accept the Kaiser’s “Halt in Belgrade” proposal but also to moderate its demands and enter into direct negotiations with Russia. In one of the final telegrams, Bethmann Hollweg warned that a “refusal to hold any exchange of opinion with St. Petersburg,” would be a “serious error” and a “direct provocation” of Russia (Kautsky 1924: no. 396).

Unfortunately, the Austrians read things differently. As Vienna’s saw things, while the partial mobilization revealed that Russia was tactically hard, it did not follow that it was also strategically hard. In fact, the Austro-Hungarian leadership drew exactly the opposite conclusion (Albertini 1952, II: 388). As Jannen (1996: 263, 249) writes, “the Austrians simply did not take the threat of Russian intervention seriously.”

At the height of the crisis, the Austrian foreign minister, Count Leopold “Berchtold continued to believe that he could keep Russia talking while [the chief of Austria-Hungary’s General Staff General Franz Conrad von Hötzendorf] crushed Serbia.” In the terms of the model, he believed that Russia was strategically Soft.

The belief that a tactically Hard Defender is much more likely to be of type HS than of type HH is the defining characteristic of the Escalatory Limited-Response equilibrium ELRE3 (see Figure 2). Indeed, no other equilibrium in the Asymmetric Escalation Game with incomplete information is consistent with this updated belief and the action choice it gives rise to. Given Challenger’s belief that Defender will most likely back off at node 4, Hard Challengers tend to escalate first at node 3a under ELRE3. All of which helps to explain why Berchtold deflected all of Bethmann Hollweg’s last minute pleas and instead decided to plow on. By refusing to compromise, Austrian leaders escalated the crisis.

Sometimes, however, Challenger’s belief about Defender’s type will be wrong. Whenever this happens, Defender counter escalates at node 4, and an All-Out Conflict breaks out. Such was the case on July 30, 1914. World War I was now underway.

It should be noted that ELRE3 is the only perfect Bayesian equilibrium of the Asymmetric Escalation Game that is consistent with both the expectations and the action choices of the key players in late July and early August 1914. Several outcomes, including a one-sided victory (i.e. localization) and a limited conflict (i.e. a negotiated settlement) are possible under this equilibrium form. Unfortunately, escalation spirals are also real and distinct possibilities. The defining characteristics of the Escalatory Limited-Response equilibrium ELRE3 succinctly explains why and when they take place.

4.3 The Cuban Missile Crisis Explained

Although some have argued otherwise (e.g., Sorensen 1965), there is a wide consensus in the strategic literature that the bargain that ended the missile crisis was a political compromise (Gaddis 1997: 261). Since it failed to escalate, it can also be thought of as a limited conflict. In the Asymmetric Escalation Game with incomplete information, limited conflicts are possible under either the Constrained Limited-Response equilibrium CLRE1 or the Escalatory Limited-Response equilibrium ELRE3. In the latter case, however, the possibility is remote, at best. It should not be surprising to learn, then, that the beliefs that support the action choices that most often lead to a limited conflict are to be found in the defining characteristics of CLRE1.

The key to this possibility is Challenger’s initial and updated beliefs about Defender’s type. Recall that when CLRE1 is in play, Hard Defenders always initiate at node 1; and that Defender is most likely to be of type SS and, therefore, prone to capitulate at node 2. Thus, if and when a Defender responds-in-kind, it will shock Challenger. Since only tactically Hard Defenders choose D at node 2, Challenger will be forced to update its beliefs about Defender’s type. Since under CLRE1 tactically Hard Defenders are also more likely to be strategically Hard, even Hard Challengers will choose not to escalate first at node 3a. Instead, they settle for a limited conflict that must, per force, be settled politically.

Given the above, the clear theoretical expectation is that the brokered agreement that ended the missile crisis would have been preceded by a series of events that led the Soviet Premier Nikita Khrushchev to reevaluate his initial beliefs about the likely consequences of his actions. Otherwise, the crisis’s resolution is simply inexplicable. It is not difficult to substantiate this expectation.

When the Soviet decision to install the missiles was made, Khrushchev believed that the United States would not respond, either because it would be too late to do so if and when they were discovered, or because Khrushchev thought that the Kennedy administration would be unwilling to respond forcefully.

The blockade, of course, shattered this belief. Unlike the Austrians in 1914, the Soviets got the message implicit in the blockade and the other signals, intended or not, sent by the United States. Clearly, a “strategy revision” (Snyder and Diesing 1977: 397) was in order.

The Soviet reevaluation process, which began even before a personal letter from the President and a copy of his televised address was delivered to the Kremlin on October 22, did not take very long. However, “no single piece of information seems to have moved Khrushchev to his new position” (Fursenko and Naftali 1997: 260). So while “there is little evidence to explain exactly why Khrushchev reversed his assessment of American intentions” (Allison and Zelikow 1999: 125), there is no doubt and very little dispute that, for one reason or another, he became “convinced that the Soviet Union could not keep ballistic missiles in Cuba without going to war” (Fursenko and Naftali 1997: 259). And it was war that Khrushchev (1990: 176) “didn’t want.”

Khrushchev’s strong belief that a war was likely should the Soviets “inflame the situation” and escalate the conflict by running the blockade and pushing forward with the installation of the missiles is consistent with the beliefs necessary to support a limited conflict under CLRE1, but inconsistent with the beliefs associated with the existence of ELRE3. Thus, CLRE1 is the only perfect Bayesian equilibrium in the Asymmetric Escalation Game that can explain why the crisis was resolved as it was.

Consistent with his beliefs about the consequences of an escalatory choice, Khrushchev did a strategic about face and decided to “conduct a reasonable policy.” “The decision to end the crisis through diplomatic means was made on the night of Wednesday October 25” (Fursenko and Naftali 2006: 616, fn. 69) at a meeting of the Soviet Presidium.

Khrushchev began that meeting by explaining why he thought that the missiles should be withdrawn: “The Americans say that the missile installations in Cuba must be dismantled. Perhaps this will need to be done. This is not capitulation on our part. Because if we fire, they will also fire.” But he did not back down entirely. He wanted to bargain: “We have to give the opponent a sense of calm and, in return, receive assurances concerning Cuba.” Then he suggested his terms: “Kennedy says to us: take your missiles out of Cuba. We respond: ‘Give firm guarantees and pledges that the Americans will not attack Cuba.’ That is not a bad [trade.]”

Not surprisingly, his proposal was unanimously supported by the Presidium. But it was left up to Khrushchev to decide when and how to seal the deal. That moment came soon after the Presidium met. “Early on Friday, October 26, Khrushchev received a stream of information indicating the likelihood that the Americans were readying an attack for October 27” (Fursenko and Naftali 2006: 486). Time was obviously running out, or at least he believed. Hence his long rambling letter to Kennedy of October 26 outlining the bargain that, eventually, ended the crisis (May and Zelikow 1997: 485–91; Stern 2012: 139). Most of what occurred afterwards, including Khrushchev’s infamous second letter of October 27 in which he roiled Kennedy by publicly demanding the removal of the missiles in Turkey, was simply diplomatic haggling. It would take a few more days to work out the details.

5 Conclusions

This essay explores a fundamental modeling choice that must be addressed before an analytic narrative can be constructed: whether to rely on a model fashioned around the specific event or political process under investigation using the procedure of “revealed preferences,” or to “posit” preferences and situate the narrative in a more general model. Of course, Riker and Ordeshook (1973: 14) are undoubtedly correct when they observe that “which approach … one uses is largely determined by the particular problem one is trying to solve” and that “all social science works back and forth between the two methods.” Nonetheless, in practice, most extant analytic narratives rely primarily on one procedure or the other.

To be sure, preferences are clearly revealed when players face a choice of alternatives at a terminal node of a game tree unless, of course, the choice is a consequence of indifference and not strict preference. But at prior nodes, actual decisions give a distorted view of a preference function. Sophisticated voters, for instance, frequently have an incentive to vote for candidates who are not their most-preferred. An overreliance on the procedure of revealed preference, then, will sometimes miss these and other strategic choices. For this and related reasons, explanations that infer preferences from behavioral choices border on the tautological.

By contrast, the procedure of posited preferences offers many advantages. Explanations of political events or situations are strengthened when theoretical expectations derived from a well-specified model are confirmed empirically. This is especially the case when the model can be used, as it has been here, to explain a number of cases across a range of parameter conditions over time. To wit, the equilibrium structure of the Asymmetric Escalation Game with incomplete information tracks behavioral possibilities and outcomes given beliefs. As beliefs vary, so do action choices and likely outcomes, in the process rendering conditions that are individually necessary jointly sufficient. Thus, the various resolutions of the Bosnian crisis, the July crisis, and the Cuban crisis are all fully explained within the confines of a single integrated model that is neither ad hoc nor post hoc.

To be more specific, although Russia’s action choices are consistent with those associated with all of the non-deterrence equilibria in the Asymmetric Escalation Game with incomplete information, the only one that is fully in line with actual and perceived beliefs about its type and with standard interpretations of the crisis is the No-Response Equilibrium. Similarly, escalation spirals like the one that occurred in late July and early August 1914 can only be explained when the beliefs of the key decision-makers are those required for the Escalatory Limited-Response equilibrium ELRE3 to exist. Finally, the fact that the Cuban crisis did not escalate is best explained when the specific combination of beliefs and action choices associated with the existence of the Constrained Limited-Response equilibrium CLRE1 is satisfied.

The straightforward comparative statics exercise across the model’s parameter space underscores the symbiotic relationship between the so-called “deterrence” and the “spiral” models of interstate conflict (Jervis 1976: Ch. 3). Even though these two conceptual models are sometimes thought to be theoretical competitors, they simply track different conflict outcomes, outcomes that are both subsumed and explained by the Asymmetric Escalation Game with incomplete information. Specifically, Russia was deterred from resisting the annexation of Bosnia-Herzegovina in 1909, the Soviet Union was deterred from an escalatory move in 1962, and the July crisis spiraled out of control. Each of these cases are consistent with the equilibrium structure of the Asymmetric Escalation Game. All of which is to say that a general model that explains a range of events with different outcomes has inherently more organizing and explanatory power than one derived from, and then is applied to, a singular event.

It is also worth pointing out that the family of closely related models of which the Asymmetric Escalation Game is but one member has also proven to be well-suited for organizing analytic narratives of those interstate conflicts and crises that do not strictly conform to the precipitant-challenge-confrontation scheme that the Asymmetric Escalation Game so clearly reflects. (See, for example, Zagare 2011, 2019). The theory’s organizing power is even more impressive when the extensive empirical support of its theoretical propositions (see especially Quackenbush 2010, 2011) as well as its consistency with the wider empirical literature on alliances and extended deterrence (see, for example, Danilovic 2002; Huth 1999; Johnson et al, 2015) is taken into account. In other words, the Perfect Deterrence Theory’s ability to bring together information and phenomena is considerably wider than that of any single model.

When constructing an analytic narrative Bates et al. (2000a: 698) state that one aim is “to bring theory to bear upon data.” The application of Perfect Deterrence Theory in general, and of the Asymmetric Escalation Game in particular, to the three acute interstate crises does just that. More specifically, not only does the model explain the dénouement of the three cases, but it also sets them in a broader theoretical context.


Corresponding author: Frank C. Zagare, Department of Political Science, University at Buffalo, SUNY Buffalo, NY 14260, USA, E-mail:

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Received: 2025-06-26
Accepted: 2025-08-12
Published Online: 2025-09-25

© 2025 the author(s), published by De Gruyter, Berlin/Boston

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