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Sergey Nefedov

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Though there are plenty of caveats and exceptions, it is safe to generalize that predictions of what the “next war” was going to be like before 1914 were completely inaccurate. The Great War would not be the quick, clean affair typical of the wars of German unification in the 1860′s-70′s or the sensationalist literature of the antebellum period. The generals were as wrong as the general public and war nerds. France had an irrationally fervent belief in the power of the offensive and dreamed of the Russians steam-rolling over Berlin before winter, while the Germans gambled their victory on the success of the Schlieffen plan. When the war finally came, the linear tactics of previous wars floundered in the machine guns, artillery, mud, and barbed wire of trench warfare. The belligerent societies were placed under so much strain by this first industrial total war that by its end, four great monarchies would vanish off the face of Europe.

Nonetheless, there were three theorists – a Communist, a Warsaw banker, and a Russian conservative minister – who did predict the future with a remarkable, even eerie, prescience. They were Friedrich Engels, Ivan Bloch, and Pyotr Durnovo.

Friedrich Engels

Way back in 1887, Friedrich Engels, the famous Communist theorist, wrote this remarkably accurate prediction of the next war.

world war of never before seen intensity, if the system of mutual outbidding in armament, carried to the extreme, finally bears its natural fruits… eight to ten million soldiers will slaughter each other and strip Europe bare as no swarm of locusts has ever done before. The devastations of the Third Years War condensed into three or four years and spread all over the continent: famine, epidemics, general barbarization of armies and masses, provoked by sheer desperation; utter chaos in our trade, industry and commerce, ending in general bankruptcy; collapse of the old states and their traditional wisdom in such a way that the crowns will roll in the gutter by the dozens and there will be nobody to pick them up; absolute impossibility to foresee how all this will end and who will be victors in that struggle; only one result was absolutely certain: general exhaustion and the creation of circumstances for the final victory of the working class.

Engels was completely right on the “total war” aspect. The number of military deaths in the war, 9.7mn, was within his predicted range. And indeed by 1918 there was a severe epidemic, the Spanish flu, and a year later the crowns of Russia, Germany, Austria-Hungary, and Turkey were all rolling in the gutter. The working class only got their “final victory” in Russia (though they came close in Hungary, Slovakia, and Bavaria).

Ivan Bloch

Ivan Bloch was a Warsaw banker, railway planner, and campaigner against Russian anti-Semitism. In 1899, he wrote a book Is War Now Impossible?, in which he argued that its costs would be such that the inevitable result would be a struggle of attrition and eventual bankruptcy and famine. His hope was that by getting people to comprehend the vast costs and uncertainties of future war, he could forestall it. Though he was unsuccessful in that goal, he did at least get the muted privilege of being almost 100% right about its nature. For instance, see this direct extract from his book.

At first there will be increased slaughter – increased slaughter on so terrible a scale as to render it impossible to get troops to push the battle to a decisive issue. They will try to, thinking that they are fighting under the old conditions, and they will learn such a lession that they will abandon the attempt forever. Then, instead of war fought out to the bitter end in a series of decisive battles, we shall have as a substitute a long period of continually increasing strain upon the resources of the combatants. The war, instead of being a hand-to-hand contest, in which the combatants measure their physical and moral superiority, will become a kind of stalemate, in which neither army being willing to get at the other, both armies will be maintained in opposition to each other, threatening the other, but never being able to deliver a final and decisive attack… That is the future of war – not fighting, but famine, not the slaying of men, but the bankruptcy of nations and the breakup of the whole social organization… Everybody will be entrenched in the next war. It will be a great war of entrenchments. The spade will be as indispensable to the soldier as his rifle… All wars will of necessity partake of the character of siege operations… soldiers may fight as they please; the ultimate decision is in the hand of famine… Unless you have a supreme navy, it is not worthwhile having one at all, and a navy that is not supreme is only a hostage in the hands of the Power whose fleet is supreme.

This is, of course, a pretty accurate prevision of WW1. It was a stalemate of artillery and entrenchments. The German home front collapsed in late 1918 in large part as a result of dearth resulting from being cut off from global food imports and the requisitioning of the chemical fertilizer industries for munitions production. And the Kaiserliche Marine was indeed bottled up in port for most of the war. To further demonstrate Bloch’s predictive genius, I will quote from Niall Ferguson’s summary of his book in The Pity of War.

In Is War Now Impossible? (1899), the abridged and somewhat mistitled English version of his massive six-volume study, the Warsaw financier Ivan Stanislavovich Bloch argued that, for three reasons, a major European war would be unprecedented in its scale and destructiveness. Firstly, military technology had transformed the nature of warfare in a war that ruled out swift victory for an attacker. “The day of the bayonet [was] over“; cavalry charges were too obsolete. Thanks to the increased rapidity and accuracy of rifle fire, the introduction of smokeless powder, the increased penetration of bullets and the greater range and power of the breech-loading cannon, traditional set-piece would not occur. Instead of hand-to-hand combat, men in the open would “simply fall and die without either seeing or hearing anything“. For this reason, “the next war… [would] be a great war of entrenchments“. According to Bloch’s meticulous calculations, a hundred men in a trench would be able to kill an attacking force up to four times as numerous, as the latter attempted to cross a 300-yard wide “fire zone“. Secondly, the increase in the size of European armies meant that any war would involve as many as ten million men, with fighting “spread over an enormous front”. Thus, although there would be very high rates of mortality (especially among officers), “the next war [would] be a long war“. Thirdly, and consequently, economic factors would be “the dominant and decisive elements in the matter”. War would mean:

entire dislocation of all industry and severing of all the sources of supply… the future of war [is] not fighting, but famine, not the slaying of men, but the bankruptcy of nations and the break-up of the whole social organization.

The disruption of trade would badly affect food supply in those countries reliant on imported grain and other foodstuffs. The machinery of distribution would also be disrupted. There would be colossal financial burdens, labour shortages and, finally, social instability.

He pretty much nails it! Now yes, Bloch wasn’t 100% spot on. He was slightly wrong about alliances. His was wrong in his conjecture that “the city dweller is by no means as capable of lying out at nights in damp and exposed conditions as the peasant”, which coupled with her agricultural self-sufficiency, would give Russia the advantage in a war with “more highly organized” Germany. And most of all, he was wrong in predicting that social instability and revolution would doom all the belligerent states – after all, the key war objective would only be to remain the last man standing.

Pyotr Durnovo

While reading Secular Cycles by Turchin & Nefedov, I came across a reference to a truly, remarkably prophetic document called the Durnovo Memorandum. It was penned by Pyotr Durnovo, a member of the State Council and former Minister of the Interior in Witte’s cabinet, and presented to the Tsar in February 1914. A conservative Russian nationalist, he emphasized that it was not in Russia’s interest to fight a costly and uncertain war with fellow monarchy Germany, a war he saw as only serving to further Albion’s aims. His fears were all astoundingly prescient and eventually, tragically realized. More than anything, this discovery spurred me to write this post.

After digging around I found that Douglas Muir had already written about it in History: The Durnovo Memorandum at A Fistful of Euros. It is an excellent summary and analysis, and I recommend you go over and read it in its entirety. In this section, I will liberally quote and paraphrase Doug’s post.

Under what conditions will this clash occur and what will be its probable consequences? The fundamental groupings in a future war are self-evident: Russia, France, and England, on the one side, with Germany, Austria, and Turkey, on the other.

Italy, if she has any conception of her real interests, will not join the German side. … [Romania] will remain neutral until the scales of fortune favor one or another side. Then, animated by normal political self-interest, she will attach herself to the victors, to be rewarded at the expense of either Russia or Austria. Of the other Balkan States, Serbia and Montenegro will unquestionably join the side opposing Austria, while Bulgaria and Albania (if by that time they have not yet formed at least the embryo of a State) will take their stand against the Serbian side. Greece will in all probability remain neutral…

Both America and Japan–the former fundamentally, and the latter by virtue of her present political orientation–are hostile to Germany, and there is no reason to expect them to act on the German side. … Indeed, it is possible that America or Japan may join the anti-German side…

Right off the bat, in February 1914, Durnovo correctly sketches out the WW1 alliance system, despite that “Italy was still officially allied with Germany and Austria, Ottoman Turkey was firmly neutral, and Romania was ruled by a Hohenzollern”.

Are we prepared for so stubborn a war as the future war of the European nations will undoubtedly become? This question we must answer, without evasion, in the negative… [T]here are substantial shortcomings in the organization of our defenses.

In this regard we must note, first of all, the insufficiency of our war supplies… the supply schedules are still far from being executed, owing to the low productivity of our factories. This insufficiency of munitions is the more significant since, in the embryonic condition of our industries, we shall, during the war, have no opportunity to make up the revealed shortage by our own efforts, and the closing of the Baltic as well as the Black Sea will prevent the importation from abroad of the defense materials which we lack.

Another circumstance unfavorable to our defense is its far too great dependence, generally speaking, upon foreign industry, a fact which, in connection with the above noted interruption of more or less convenient communications with abroad, will create a series of obstacles difficult to overcome. The quantity of our heavy artillery, the importance of which was demonstrated in the Japanese War, is far too inadequate, and there are few machine guns

The network of strategic railways is inadequate. The railways possess a rolling stock sufficient, perhaps, for normal traffic, but not commensurate with the colossal demands which will be made upon them in the event of a European war. Lastly, it should not be forgotten that the impending war will be fought among the most civilized and technically most advanced nations. Every previous war has invariably been followed by something new in the realm of military technique, but the technical backwardness of our industries does not create favorable conditions for our adoption of the new inventions. …

[A] war will necessitate expenditures which are beyond Russia’s limited financial means. We shall have to obtain credit from allied and neutral countries, but this will not be granted gratuitously. As to what will happen if the war should end disastrously for us, I do not wish to discuss now. The financial and economic consequences of defeat can be neither calculated nor foreseen, and will undoubtedly spell the total ruin of our entire national economy.

“Bang, bang, bang: too few heavy guns, not enough munitions production, inadequate rail network and rolling stock, too much reliance on imports, financial weakness. Durnovo doesn’t identify every problem Russia would have, but he’s hit about half of the top ten.” In particular, I was impressed with his negative assessment of Russia’s railways (which would break down later in the war resulting in food riots in the cities) and his gloomy perspective on the productivity and innovation potential of Russia’s military industrial complex. Obviously, he leaves out a set of other crucial factors – the administrative and political failings of the Russian state itself (the corruption and incompetence of many Russian ministers like Sukhomlinov, the personal foibles of the Tsar and the malignant influence of court lackeys, etc). Whether this omission was due to political considerations or Durnovo’s own blind-sidedness as a conservative stalwart is open to interpretation.

If the war ends in victory, the putting down of the Socialist movement will not offer any insurmountable obstacles. There will be agrarian troubles, as a result of agitation for compensating the soldiers with additional land allotments; there will be labor troubles during the transition from the probably increased wages of war time to normal schedules; and this, it is to be hoped, will be all, so long as the wave of the German social revolution has not reached us. But in the event of defeat, the possibility of which in a struggle with a foe like Germany cannot be overlooked, social revolution in its most extreme form is inevitable.

As has already been said, the trouble will start with the blaming of the Government for all disasters. In the legislative institutions a bitter campaign against the Government will begin, followed by revolutionary agitations throughout the country, with Socialist slogans, capable of arousing and rallying the masses, beginning with the division of the land and succeeded by a division of all valuables and property. The defeated army, having lost its most dependable men, and carried away by the tide of primitive peasant desire for land, will find itself too demoralized to serve as a bulwark of law and order. The legislative institutions and the intellectual opposition parties, lacking real authority in the eyes of the people, will be powerless to stem the popular tide, aroused by themselves, and Russia will be flung into hopeless anarchy, the issue of which cannot be foreseen. …

No matter how strange it may appear at first sight, considering the extraordinary poise of the German character, Germany, likewise, is destined to suffer, in case of defeat, no lesser social upheavals. The effect of a disastrous war upon the population will be too severe not to bring to the surface destructive tendencies, now deeply hidden. … there will be a revival of the hitherto concealed separatist tendencies in southern Germany, and the hidden antagonism of Bavaria to domination by Prussia will emerge in all its intensity.

Things went, as they say, to the letter. Not only does Durnovo seriously entertain the prospect of Russia’s defeat, but he spells out its consequences with an almost eerie accuracy. The Empire was indeed wracked by social revolution, as the railway system and food supply system began to disintegrate by late 1916 and popular resentment against the government was inflamed by court scandals. The soldiers in St.-Petersburg in February 1917, many of them recently drafted peasants who did not want to fight for a regime under which they were non-propertied and disenfranchised, would join the workers demonstrating for bread instead of dispersing them. Within another year, Russia was wracked by total anarchy. Likewise, following its defeat, Germany experienced political fissures between the far right and the far left, and even saw the emergence of the short-lived Bavarian Soviet Republic. If one were very generous, Durnovo’s mention of “destructive tendencies” could even be said to have hinted at the coming of Nazism.

“Durnovo glosses over a lot, and gets some details wrong. His contempt for intellectuals and the Duma is very clear in the last part of the memo, and it leads him down a couple of dead ends. But he’s so right about so many things that picking out his errors is really quibbling. In the last hundred years of European history, I’m not aware of any document that makes so many predictions, of such importance, so correctly. And I’m astonished that it doesn’t get more attention from western historians.”

The German General Staff

This is not to say that all European armies were infatuated with the offensive and the bayonet. In particular, certain thinkers from the elite German General Staff stand out for their prescience. They feared that rapid Franco-Russian military modernization meant Germany had to plan for a two-front war of attrition instead of a rapid, one-front campaign of annihilation. Thus Moltke the Elder foresaw that the convergence of social and technological trends would make the Prussian tradition of ‘total force applied in limited ways for limited objectives’ obsolete, or in his last Reichstag speech of 1890, that the “age of cabinet war” would have to give way to “people’s war”.

His disciple Colmar von der Goltz had expounded on these views in his influential book Das Volk in Waffen back in 1883, which advocated the mobilization of all human and material resources under firm military rule for the duration of the war. (Although, unlike Bloch or Engels he did not cover the impact on the civilian role in much detail, e.g. how to feed the population or maintain industrial production – on which total war would make unprecedented demands – under harsh conditions of blockade). Köpke , the Quartermaster of the General Staff, wrote in 1895: “Even with the most offensive spirit…nothing more can be achieved than a tedious and bloody crawling forward step by step here and there by way of an ordinary attack in siege style – in order to slowly win some advantages”.

Yet for all the brilliant foresight of a few members of the German General Staff, as a body it institutionalized the military philosophy of the past. The best proof is its fixation on the Schlieffen Plan, described by B.H. Liddell Hart as a “conception of Napoleonic boldness”, which aimed to knock out France early in the war so that Germany would not have to confront the geo-strategic horror of waging a two-front war against the Entente Cordiale. But while it may have worked a decade or two before WW1, by 1914 it suffered from a host of unwarranted assumptions that made its success highly uncertain – e.g., a lack of effective Belgian resistance, a slow Russian mobilization, the ineffectiveness of the British Expeditionary Force, and underestimation of French logistical capacities and overestimation of their own. So even an institution as brilliant as the German General Staff was trapped between the Scylla of past experience and the Charybdis of new technologies; they were just somewhat more aware of this trap than the other European armies.

What’s the point of this post? It is really a confluence of several interests – the history of World War One, history in general, and futurism. It might not challenge any existing “narrative”, but I do think it adds a bit of richness to the subject, and reinforces the theme that sometimes the “conventional wisdom” (among both masses and elites) can be very, very wrong, and only recognized as so by a few pundits coming from surprisingly varied, even opposed, ideological positions.

(Republished from Sublime Oblivion by permission of author or representative)
 
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One of the most interesting emerging sciences today, in my opinion, is cliodynamics. Their practitioners attempt to come to with mathematical models of history to explain “big history” – things like the rise of empires, social discontent, civil wars, and state collapse. To the casual observer history may appear to be chaotic and fathomless, devoid of any overreaching pattern or logic, and consequently the future is even more so (because “the past is all we have”).

This state of affairs, however, is slowly ebbing away. Of course, from the earliest times, civilizational theorists like Ibn Khaldun, Oswald Spengler and Arnold Toynbee dreamed of rationalizing history, and their efforts were expounded upon by thinkers like Nikolai Kondratiev, Fernand Braudel, Joseph Schumpeter, and Heinz von Foerster. However, it is only with the newest crop of pioneers like Andrei Korotayev, Sergey Nefedov, and Peter Turchin that a true, rigorous mathematized history is coming into being – a discipline recently christened cliodynamics.

As an introduction to this fascinating area of research, I will summarize, review, and run an active commentary on one of the most comprehensive and theoretical books on cliodynamics: Introduction to Social Macrodynamics by Korotayev et al (it’s quite rare, as there’s only a single copy of it in the entire UC library system). The key insight is that world demographic / economic history can be modeled to a high degree of accuracy by just three basic trends: hyperbolic / exponential, cyclical, and stochastic.

Korotayev, Andrei & Artemy Malkov, Daria KhaltourinaIntroduction to Social Macrodynamics: Secular Cycles and Millennial Trends (2006)
Category: cliodynamics, world systems; Rating: 5*/5
Summary: Andrei Korotayev (wiki); review @ cliodynamics.ru; a similar text на русском.

Introduction: Millennial Trends

Google Books has the first chapter Introduction: Millennial Trends.

In 1960, Heinz von Foerster showed that the world’s population at any given time between 1-1958 CE could be approximated by the simple equation below, where N is the population, t is time, C is a constant, and t(0) is a “doomsday” when the population becomes infinite (worked out to be 13 November, 2026).

(1) N(t) = C / ( t(0) – t )

According to Korotayev et al, this simple formula of hyperbolic explains 99%+ of the micro-variation in world population from 1000 to 1970. Furthermore, a quadratic-hyperbolic equation of the same type accurately represents the increase in the GDP. Why?

He discusses the work of Michael Kremer, who attempted to build a model by making the Malthusian assumption that “population is limited by the available technology, so that the growth rate of population is proportional to the growth rate of technology”, and the “Kuznetsian” assumption that “high population spurs technological change because it increases the number of potential inventors”.

(2) G = r*T*N^a

(3) dT/dt = b*N*T

Above, G is gross output, T is technology, N is population, and a, b, and r are parameters. Note that dT, change in technology, is dependent on both N (indicates potential number of inventors) and T (a wider technological base enabled more inventions to be made on its basis). Solving this system of equations results in hyperbolic population growth, illustrated by the following loop: population growth → more potential inventors → faster tech growth → faster growth of Earth’s carrying capacity → faster population growth.

Korotayev then counters arguments dismissing such theories as “demographic adventures of physicists” that have no validity because the world system was not integrated until relatively recently. However, that is only if you use Wallerstein’s “bulk-good” criterion. If one instead uses the softer “information-network” criterion, noting that there is evidence for the “systematic spread of major innovations… throughout the North African – Eurasian Oikumene for a few millennia BCE” – and bearing in mind that this emerging belt of cultures of similar technological complexity contained the vast majority of the global human population since the Neolithic Revolution – then this can be interpreted as “a tangible result of the World System’s functioning”.

Then Korotayev et al present their own model that describes not only the hyperbolic world population growth, but also the macrodynamics of global GDP in the world system until 1973.

(4) G = k1*T*N^a

(5) dN/dt = k2*S*N

(6) dT/dt = k3*N*T

Above, T is technology, N is population, S is surplus per person (and S = g – m, where g is production per person and m is the subsistence level required for zero population growth), and k1, k2, k3, and a are parameters. This can be simplified to:

(7) dN/dt = a*S*N

(8) dS/dt = b*N*S

(9) G = m*N + S*N

As S should be proportional to N in the long run, S = k*N. Replace.

(10) dN/dt = k*a*N^2

Recall that solving this differential equation gives us hyperbolic growth (1).

(11) N(t) = C / ( t(0) – t )

Furthermore, replacing N(t) above with S = k*N gives (12), allowing us to work out the “surplus world product” S*N (13).

(12) S = k*C / ( t(0) – t )

(13) S*N = k*C^2 / ( t(0) – t )^2

Hence in the long-run, this suggests that global GDP growth can be approximated by a quadratic hyperbola. Other indices that can be described by these or similar models include literacy, urbanization, etc.

One finding is that after 1973, there world GDP growth rate itself falls (rather than just a slowing of the growth of the GDP growth rate, as predicted by the original model): the explanation is, “the literate population is more inclined to direct a larger share of its GDP to resource restoration and to prefer resource economizing strategies than is the illiterate one, which, on the one hand, paves the way towards a sustainable-development society, but, on the other hand, slows down the economic growth rate”. To take this into account, they build a modified model, according to which, “the World System’s divergence from the blow-up regime would stabilize the world population, the world GDP… technological growth, however, will continue, though in exponential rather than hyperbolic form”.*

The consequences for the future are that though GDP growth will reach an asymptote, technological improvements will continue raising the standard of living due to the “Nordhaus effect” (e.g. combine Moore’s Law – exponentially cheapening computing power, with the growing penetration of ever more physical goods by IT).

“It appears important to stress that the present-day decrease of the World System’s growth rates differs radically from the decreases that inhered in oscillations of the past… it is a phase transition to a new development regime that differs radically from the ones typical of all previous history”. As evidence, unlike in all past eras, the slowing of the world population growth rate after the 1960′s did not occur against a backdrop of catastrophically falling living standards (famine, plague, wars, etc); to the contrary, the causes are the fall in fertility due to social security, more literacy, family planning, etc. Similarly, the decrease in the urbanization and literacy growth rates is not associated this time by the onset of Malthusian problems, but is set against continuing high economic growth and the “closeness of the saturation level”.

(AK: This rosy-tinged analysis is persuasive and somewhat rigorous, but there is a gaping hole – they used only “technology” as a proxy for the carrying capacity. However, as Limits to Growth teaches us, part of what technology did is open up a windfall of energy resources – high-grade oil, coal, and natural gas – that have been used to fuel much of the post-1800 growth in carrying capacity (disguised as “technology” in this model), yet whose gains are not permanent because of their unsustainable exploitation. Furthermore, the modern technological base is underpinned by the material base, and cannot survive without it – you can’t have semiconductor factories without reliable electricity supplies – and generally speaking, the more complex the technology, the greater the material base that is needed to sustain it (this may constitute an ultimate limit on technological expansion). This major factor is also neglected in Korotayev’s millennial model. As such, the conclusion that the world has truly and permanently reached a sustainable-development regime does not follow. This is not to say that it is without merit, however – it’s just that it needs to be integrated with the work done by the Limits to Growth / peak oil / climate modelers.)

Chapter 1: Secular Cycles

Korotayev et al conclude that these millennial models are only useful on the millennial scale (duh!), and that typical agrarian political-demographic cycles follow Malthusian dynamics because in the shorter term, population tends to growth much more rapidly than technology / carrying capacity, which led to a plateauing of the population, growing stress due to repeated perturbations, and an eventual tipping point over into collapse / dieoff.

The basic logic of these models is as follows. After the population reaches the ceiling of the carrying capacity of land, its growth rate declines toward near-zero values. The system experiences significant stress with decline in the living standards of the common population, increasing the severity of famines, growing rebellions, etc. As has been shown by Nefedov, most complex agrarian systems had considerable reserves for stability, however, within 50–150 years these reserves were usually exhausted and the system experienced a demographic collapse (a Malthusian catastrophe), when increasingly severe famines, epidemics, increasing internal warfare and other disasters led to a considerable decline of population. As a result of this collapse, free resources became available, per capita production and consumption considerably increased, the population growth resumed and a new sociodemographic cycle started.

He notes that newer models are far more complex and predict the dynamics of variables such as elite overproduction, class struggle, urbanization, and wealth inequality with a surprisingly high degree of accuracy (e.g. see A Model of Demographic Cycles in a Traditional Society: The Case of Ancient China by Nefedov). Korotayev et al then list three major approaches to modeling agrarian political-demographic cycles: Turchin (2003), Chu & Lee (1994), and Nefedov (1999-2004).

1. Turchin has constructed an elegant “fiscal-demographic” model, in which the state plays a positive role by by a) maintaining armed order against banditry and lawlessness, and b) doing works such as roads, canals, irrigations systems, flood control, etc, – both of which increase the effective carrying capacity. However, as demographic growth brings the population to the carrying capacity of the land (in practice, the population plateaus somewhat below it due to elite predation), surpluses diminish. So do the state’s revenues, since the state taxes surpluses; meanwhile, expenditures keep on rising (because of the reasons identified by Tainter). Eventually, there sets in a fiscal crisis and the state must tax the future to pay for the present by drawing down the surpluses accumulated in better days; when those surpluses run out, the state can no longer function and collapses, which leads to a radical decline of the carrying capacity and population as the land falls into anarchy and irrigation and transport infrastructure decays.

2. The Chu and Lee model consists of rulers (including soldiers), peasants (grow food), and bandits (steal food). The peasants support the rulers to fight the bandits, while there is a constant flux between the peasants and bandits whose magnitude depends on the caloric & survivability payoffs to belonging in each respective class. However, it’s not a fully-formed model as its main function is to fill in the gaps in the historical record, by plugging in already-known historical data on warfare and climatic factors; they neglected to associate crop production with climatic variability (colder winters result in lesser crop yields) and the role of the state in food distribution (which staved off collapse for some time and was historically significant in China).

3. Nefedov has integrated stochasticity into his models, in which random climatic effects produce different year-to-year crop yields. One result is that as carrying capacity is reached, surpluses vanish and the effects of good and bad years play an increasingly important role – i.e. a closed system under stress suffers increasingly from perturbations. One bad year can lead to a critical number of people leaving the farms for the cities or banditry, initiating a cascading collapse. However, he neglects the “direct role of rebellion and internal warfare on cycle behavior”, so as the model is purely economic, each demographic collapse is, implausibly, immediately followed by a new rise.

The ultimate aim of Korotayev et al is to integrate the positive features of all three models (Chapter 3), but for now the take a closer look at the political-demographic history of China, the pre-industrial civilization that maintained the best records.

Chapter 2: Historical Population Dynamics in China – Some Observations

Below is a graph of China’s population on a millennial scale. Note the magnitude and cyclical nature of its demographic collapses. Note also that such cycles are far from unique to Chinese civilization (see collapse of the Roman Empire), and reflect for a minute, even, on the profound difference between the modern world of permanent growth, and the pre-industrial, “Malthusian” world.

Since it would be futile to repeat the fine details of every political-demographic cycle in China’s, I will instead just list the main points.

  • The cycles tend to be ones of a fast rise in population, when surpluses are high and people are prosperous. It plateaus and stagnates when the population reaches the carrying capacity, when there is overpopulation, much lowered consumption, increasing debilitation of state power, and rising social inequality and urbanization.
  • Sometimes, such as in the middle Sung period, population stress did not lead to a collapse, but instead to a “radical rise of the carrying capacity of the land” through administrative and technological innovations. This increased the permanent ceiling of Chinese carrying capacity from 60mn to around 120mn souls, and in doing so alleviated the population stress until the early 12th century (AK: e.g. in Early Modern Britain, the problem of deforestation was solved by coal). At that point, China may have once again solved its problems, even escaping from its Malthusian trap (AK: some historians have noted that it had many of the prerequisites for an industrial revolution). That was not to be, as “the Sung cycle was interrupted quite artificially by exogenous forces, namely, by the Jurchen and finally Mongol conquests”.
  • The Yuan dynasty would not reach the highs of the Sung because of the general bleakness of the 14th century – the end of the Medieval Warm Period, unprecedented floods and droughts in China, etc, which lowered the carrying capacity to a critical level. The resulting famines and rebellions led to the demographic collapse of the 1350′s, as well as the de facto collapse of the state, as China transitioned to warlordism.
  • Carrying-capacity innovations under the Ming did not, eventually, outrun population growth, and it collapsed during the turmoil of the transition to the Qing dynasty. The innovations accelerated throughout the 18th century (e.g. New World crops, land reclamation, intensification of farming). Indications of subsistence stress as China entered the 19th century were a) declining life expectancies, b) rising staple prices, and c) a huge increase in female infanticide rates in the first half of the 18th century. By 1850, China was again under very severe subsistence stress and the state grew impotent just as Europeans began to encroach on the Celestial Empire.
  • Huang 2002: 528-9, worthy of quotation in extenso. “Recent research in Chinese legal history suggests that the same subsistence pressures behind female infanticide led to widespread selling of women and girls… Another related social phenomenon was the rise of an unmarried “rogue male” population, a result of both poverty (because the men could not afford to get married) and of the imbalance in sex ratios that followed from female infanticide. Recent research shows that this symptom of the mounting social crisis led, among other things, to large changes in Qing legislation vis-à-vis illicit sex… Even more telling, perhaps, is the host of new legislation targeting specifically the ‘baresticks’ single males (guanggun) and related ‘criminal sticks’ of bandits (guntu, feitu), clearly a major social problem in the eyes of the authorities of the time”. See Diagram V.13. (AK: Interestingly, China’s one-child policy, by artificially restricting fertility in order to ward off a “Maoist dynasty” Malthusian crisis, has led to many of the same problems in the past two decades).
  • Speaking of which… China had further dips in its population after during perturbations in the 1850′s (the millenarian Taiping Rebellion), the 1930′s (Japanese occupation), and 1959-62 (the Great Leap Forward), each progressively smaller than the last in its relative magnitude. For instance, the latter just formed a short plateau.

Korotayev et al conclude the chapter by running statistical tests on China’s historical population figures from 57-2003. In contrast to linear regression (R^2 = 0.398) and exponential regression (R^2 = 0.685), the simple hyperbolic growth model described in “Introduction: Millennial Trends” produces an almost perfect fit with the observed data (R^2 = 0.968). So in the very, very long-term, the effects of China’s secular cycles are swamped by the millennial trend of hyperbolic growth.

Finally, the authors describe in-depth the general pre-industrial Chinese demographic cycle. Below is a functional scheme I’ve reproduced from the book (click to enlarge).

The main points are:

  • Fast population growth until it nears the carrying capacity, then a long period (100 years+) of a very slow and unsteady growth rate, accompanied by increasingly significant, but non-critical fluctuations in annual population growth due to climatic stochasticity (positive growth in good years, negative growth – along with dearth, minor epidemics, uprisings, etc – in bad years). These fluctuations get worse with time as the state’s counter-crisis potential degrades due to the drawdown of previously accumulated surpluses.
  • According to Nefedov’s model and historical evidence, the fastest growth of cities occurred during the last phases of demographic cycles, as peasants were driven off the land and there appeared greater demand for city-made goods from the increasingly affluent landowners (who could charge exorbitant rates on their tenants). Furthermore, some peasants are drawn into debt bondage because the landowner had previously given them food at a time of dearth. Other peasants turn to banditry.
  • Re-”elite overproduction → over-staffing of the state apparatus → decreasing ability of the state to provide relief during famines”. The system of state relief had been very effective earlier, e.g. in 1743-44 a state effort to prevent starvation in the drought-stricken North China core was successful. However: “By Chia-ch’ing times (1796-1820) this vast grain administration had been corrupted by the accumulation of superfluous personnel at all levels, and by the customary fees payable every time grain changed hands or passed an inspection point… The grain transport stations served as one of the focal points for patronage in official circles. Hundreds of expectant officials clustered at these points, salaried as deputies (ch’ai-wei or ts’ao-wei) of the central government. As the numbers of personnel in the grain tribute administration grew and as costs rose through the 18th century, the fees payable for each grain junk increased [from 130-200 taels per boat in 1732, to 300 taels in 1800, and to 700-800 taels by 1821]“. Similarly, the Yellow River Conservancy, whose task it was to prevent floods, degenerated into hedonistic corruption in the early 19th century; only 10% of its earmarked funds being spent legitimately.
  • So what you have is an increasingly exploited peasantry, a growing (and volatile) urban artisan class – e.g., the sans-culottes of the French Revolution, and more banditry. The bandits create a climate of fear in the countryside and force more outmigration into the cities, and the abandonment of some lands. At the same time, state power – military and administrative – is on the wane, displaced by corruption. The effects of perturbations are magnified due to the system’s loss of resiliency. There eventually comes a critical tipping point after which there is a cascading collapse that involves a population dieoff, the fall of centralized power, and a prolonged period of internal warfare.
  • Fast population growth does not resume immediately after collapse because things first need to settle down.

In my Facebook Note, Musings on the decline and fall of civilizations, I draw a link between the fast population increase / abundance of the “rise” period, and the concept of the “Golden Age” common to all civilizations. Also ventures a theory as to why cities (hedonism, conspicuous consumption, etc) have such a poor reputation as a harbinger of collapse… because they are, it’s just that the anti-poshlost preachers haven’t identified the right cause (i.e. overpopulation, not “moral decadence” per se).

Furthermore, a tentative explanation of the reason for differential Chinese – European technological growth rates (compare and contrast with Jared Diamond’s explanation):

Incidentally, a possible reason why Western Europe emerged as the world’s economic hegemon by the 19th century, instead of China, a civilization that at prior times had been significantly more advanced. But in China, the depth of the Malthusian collapses was deeper and more regular (once every 300 years, typically) than in W. Europe… Once the Yangtze / Yellow River irrigation systems failed, tens of millions of peasants were doomed; nothing on an equivalent scale in Europe, which is geographically and politically fragmented into many chunks and nowhere has anywhere near the same reliance on vulnerable hydraulic works for the maintenance of complex civilization (control over water was at the heart of “Oriental despotism” (Wittfogel); the Chinese word “zhi” means both “to regulate water” and “to rule”).

This theory that the reason China began to lag behind Western Europe technologically was because of its more frequent collapses / destructions of knowledge should be explored further.

Finally, about the nature of perturbations in a closed system under increasing stress… That is our world in the coming decades: even as Limits to Growth manifest themselves, there will be more (and greater) shocks of a climatic, terrorist, and military nature. The stochasticity will increase in amplitude even as the System becomes more fragile. As a result, polities will increase the level of legitimization and coercion, i.e. they will become more authoritarian.)

Chapter 3: A New Model of Pre-Industrial Political-Demographic Cycles

To address the shortcomings of other models and taking into account what happens in typical pre-industrial demographic cycles, Korotayev with Natalia Komarova construct their own model that includes the following three main elements:

(1) The Malthusian-type economic model, with elements of the state as tax collector (and counter-famine reservoir sponsor), and fluctuating annual harvest yields; this describes the logistic shape of population growth. It explains well the upward curve in the demographic cycle and saturation when the carrying capacity of land is reached. (2) Banditry and the rise of internal warfare in time of need are the main mechanism of demographic collapse. Personal decisions of peasants to leave their land and become warriors / bandits / rebels are influenced by economic factors. (3) The inertia of warfare (which manifests itself in the fear factor and the destruction of infrastructure) is responsible for a slow initial growth and the phenomenon of the “intercycle”.

Reproducing the model in detail will take up too much space, so just the main conclusions: “the main parameters affecting the period of the cycle are a) the annual proportions of resources accumulated for counter-famine reserves, b) the peasant-bandit transformation rate, and c) the magnitude of the climatic fluctuations. Hence, the lengths of cycles – and this is historically corroborated – is increased along with the growth of the counter-famine (more reserves) and law-enforcement (repress banditry) subsystems.

Chapter 4: Secular Cycles & Millennial Trends

Full version of Chapter 4: Secular Cycles and Millennial Trends.

The chapter begins by modeling the role of warfare, and challenges recent anthropological findings that denser populations do not necessarily lead to more warfare.

  • First, this is explained by the fact that it’s not a simple relation, but more of a predator-prey cycle described by a Lotka–Volterra equation. When warfare breaks out in a time of stress it leads to the immediate reduction of the carrying capacity and demographic collapse; however, warfare simmers on well into the post-collapse phase because groups continue to retaliate against each other.
  • Second, the methodology is flawed because it treats all wars the same, whereas in fact they tend to be far less devastating for bigger polities than for small ones. This is because bigger polities have armies that are more professional, and the length of their “bleeding borders” relative to total territory, is much smaller than for territorially small chiefdoms, for whom even low-intensity wars are demographically devastating. As such, more politically complex polities fight wars more frequently more frequently than smaller ones, but tend to be far less damaged by them.
  • Imperial expansions in territory coincide with periods of fast population growth and high per capita surpluses; later on, shrinking surpluses decimate the tax base and even defense proves increasingly hard (“imperial overstretch”). This correlation is very strong.

Now Korotayev et al combine their model from the last chapter with Kremer’s equation for technological growth (see the Introduction):

dT/dt = a*N*T

They also model a “Boserupian” effect, in which “relative overpopulation creates additional stimuli to generate and apply carrying-capacity-of-land-raising innovations”.

Indeed, if land shortage is absent, such stimuli are relatively weak, whereas in conditions of relative overpopulation the introduction of such innovations becomes literally a “question of life and death” for a major part of the population, and the intensity of the generation and diffusion of the carrying capacity enhancing innovations significantly increases.

Finally, they make the size of the harvest dependent not only on climatic fluctuations, but also on the level of technology.

Harvest i = H 0*random number i*T i.

Running this model with some reasonable parameters produces the following diagram, which reproduces not only the cyclical, but also the hyperbolic macrodynamics.

Furthermore,

Note that it also describes the lengthening of growth phases detected in Chapter 2 for historical population dynamics in China, which was not described by our simple cyclical model. The mechanism that produces this lengthening in the model (and apparently in reality) is as follows: the later cycles are characterized by a higher technology, and, thus, higher carrying capacity and population, which, according to Kremer’s technological development equation embedded into our model, produces higher rates of technological (and, thus, carrying capacity) growth. Thus, with every new cycle it takes the population more and more time to approach the carrying capacity ceiling to a critical extent; finally it “fails” to do so, the technological growth rates begin to exceed systematically the population growth rates, and population escapes from the “Malthusian trap” (see Diagram 4.26):

The cycles lengthen, and then cease:

AK: some confirmation for my rough explanation of why Chinese technological growth rate fell below Europe’s prior to the Industrial Revolution (see end of Chapter 2 in this post).

Of special importance is that our numerical investigation indicates that with shorter average period of cycles a system experiences a slower technological growth, and it takes a system longer to escape from the “Malthusian trap” than with a longer average cycle period.

Finally, they also add in an equation for literacy:

l i+1 = l i*b*dF i*l i*(1 – l i)

Which has the following effect on population growth:

N i+1 = N i*(1 + α × dF’)*(1 – l) – dR i – rob*N i*R i

And all added together, it produces the following stunning reproduction of China’s population dynamics from ancient past to today.

And concludes:

Of course, these models can be only regarded as first steps towards the development of effective models describing both secular cycles and millennial upward trend dynamics.

The Meaning of Cliodynamics

Turchin, Peter & Sergey NefedovSecular Cycles (2008)
Category: cliodynamics, world systems; Rating: 5/5
Summary: Read the whole book (PDF) or in chapters

This is a free online, quasi-popular book about eight different pre-industrial secular cycles (including Tudor England, the Roman Empire, Muscovy, and the Romanov Empire). Knowing the facts of history and the proximate causes of Revolutions – Lenin’s charisma, Tsarist incompetence, the collapse of morale and of the railway system, etc – is all well and good, but an entirely different perspective is opened up when looking at late Tsarist Russia through a social macrodynamic prism. The interpretation shifts to one of how late imperial Russia was under a panoply of Malthusian pressure, and of how the additional stresses and perturbations of WW1 “tipped” the system over into a state of collapse.

Finally, my reply to someone who sent me a message suggesting that cliodynamics may “make old school idiographic history redundant”.

I don’t think these trends will make idiographic history redundant, because there are many elements that are irreducible to mathematical analysis; furthermore, a major and inevitable weakness of cliodynamics is our lack of numbers for much of pre-mass literacy history. To the contrary, I think cliodynamics will end up complementing the “old school” rather than displacing it.

Footnotes

* Ray Kurzweil, one of the high priest of the singularitarian movement, extends Moore’s observations to also model technological growth (computing power, to be precise) as doubly exponential, or even hyperbolic. See Appendix: The Law of Accelerating Returns Revisited,

On the other hand, Joseph Tainter noted that in many areas the rate of technological innovation is actually slowing down. This is an argument that Kremer’s assumption that the rate of technological growth is linearly dependent on the product of the population and the size of the already-existing technological base is too simplistic.

These observations are supported by Planck’s Principle of Increasing Effort – “with every advance [in science] the difficulty of the task is increased” (i.e. you’re now unlikely to make new discoveries by flying a kite in a thunderstorm). Furthermore, “Exponential growth in size and costliness of science, in fact, is necessary simply to maintain a constant rate of progress”, and according to Rescher, “In natural science we are involved in a technological arms race: with every ‘victory over nature’ the difficulty of achieving the breakthroughs which lie ahead is increased”.

(Republished from Sublime Oblivion by permission of author or representative)
 
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Anatoly Karlin
About Anatoly Karlin

I am a blogger, thinker, and businessman in the SF Bay Area. I’m originally from Russia, spent many years in Britain, and studied at U.C. Berkeley.

One of my tenets is that ideologies tend to suck. As such, I hesitate about attaching labels to myself. That said, if it’s really necessary, I suppose “liberal-conservative neoreactionary” would be close enough.

Though I consider myself part of the Orthodox Church, my philosophy and spiritual views are more influenced by digital physics, Gnosticism, and Russian cosmism than anything specifically Judeo-Christian.