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Aruoba-Diebold-Scotti Index

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Heterodox

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105-544: The Aruoba-Diebold-Scotti Business Conditions Index ("ADS Index" ) is a coincident business cycle indicator used in macroeconomics in the United States. The index measures business activity, which may be correlated with periods of expansion and contraction in the economy . The primary and novel function of the ADS index stems from its use of high-frequency economic data and subsequent high-frequency updating, opposed to

210-433: A barrel (159 litres) of benchmark crude oil —a reference price for buyers and sellers of crude oil such as West Texas Intermediate (WTI), Brent Crude , Dubai Crude , OPEC Reference Basket , Tapis crude , Bonny Light , Urals oil , Isthmus , and Western Canadian Select (WCS). Oil prices are determined by global supply and demand , rather than any country's domestic production level. The global price of crude oil

315-496: A Bayesian statistical paradigm. Later , economist Joseph Schumpeter argued that a Juglar cycle has four stages: Schumpeter's Juglar model associates recovery and prosperity with increases in productivity, consumer confidence , aggregate demand , and prices. In the 20th century, Schumpeter and others proposed a typology of business cycles according to their periodicity, so that a number of particular cycles were named after their discoverers or proposers: Some say interest in

420-518: A barrel, the lowest since the financial crisis of 2007–2008 began. The price sharply rebounded after the crisis and rose to US$ 82 a barrel in 2009. On 31 January 2011, the Brent price hit $ 100 a barrel briefly for the first time since October 2008, on concerns that the 2011 Egyptian protests would "lead to the closure of the Suez Canal and disrupt oil supplies". For about three and half years

525-462: A company stock's current earnings. Intellectual capital contributes to a stock's return growth. Unlike long-term trends, medium-term data fluctuations are connected to the monetary policy transmission mechanism and its role in regulating inflation during an economic cycle. At the same time, the presence of nominal restrictions in price setting behavior might impact the short-term course of inflation. In recent years economic theory has moved towards

630-402: A considerable period of time". Goldman Sachs , for example, has called this structural shift, the "New Oil Order"—created by the U.S. shale revolution . Goldman Sachs said that this structural shift was "reshaping global energy markets and bringing with it a new era of volatility " by "impacting markets, economies, industries and companies worldwide" and will keep the price of oil lower for

735-404: A cycle that needed to be explained and instead viewing their apparently cyclical nature as a methodological artefact. This means that what appear to be cyclical phenomena can actually be explained as just random events that are fed into a simple linear model. Thus business cycles are essentially random shocks that average out over time. Mainstream economists have built models of business cycles based

840-488: A form of fluctuation. In economic activities, a cycle of expansions happening, followed by recessions, contractions, and revivals. All of which combine to form the next cycle's expansion phase; this sequence of change is repeated but not periodic. The explanation of fluctuations in aggregate economic activity is one of the primary concerns of macroeconomics and a variety of theories have been proposed to explain them. Within economics, it has been debated as to whether or not

945-521: A heterodox branch in economics until being systematized in Keynesian economics in the 1930s. Sismondi's theory of periodic crises was developed into a theory of alternating cycles by Charles Dunoyer , and similar theories, showing signs of influence by Sismondi, were developed by Johann Karl Rodbertus . Periodic crises in capitalism formed the basis of the theory of Karl Marx , who further claimed that these crises were increasing in severity and, on

1050-511: A high level of price stability until 1972, according to Yergin. There were two major energy crisis in the 1970s : the 1973 oil crisis and the 1979 energy crisis that affected the price of oil. Starting in the early 1970s—when domestic production of oil was insufficient to satisfy increasing domestic demands—the US had become increasingly dependent on oil imports from the Middle East. Until

1155-409: A leading case. As well-formed and compact – and easy to implement – statistical methods may outperform macroeconomic approaches in numerous cases, they provide a solid alternative even for rather complex economic theory. In 1860 French economist Clément Juglar first identified economic cycles 7 to 11 years long, although he cautiously did not claim any rigid regularity. This interval of periodicity

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1260-475: A low of $ 26 on 8 May 2003. The price rose to $ 80 with the U.S.-led invasion of Iraq. There were major energy crises in the 2000s including the 2010s oil glut with changes in the world oil market . Starting in 1999, the price of oil rose significantly. It was explained by the rising oil demand in countries like China and India. A dramatic increase from US$ 50 in early 2007, to a peak of US$ 147 in July 2008,

1365-471: A network of free enterprises searching for profit. The problem of how business cycles come about is therefore inseparable from the problem of how a capitalist economy functions. In the United States, it is generally accepted that the National Bureau of Economic Research (NBER) is the final arbiter of the dates of the peaks and troughs of the business cycle. An expansion is the period from a trough to

1470-758: A number of factors affecting the global price of oil. These have included the Organization of Arab Petroleum Exporting Countries led by Saudi Arabia resulting in the 1973 oil crisis , the Iranian Revolution in the 1979 oil crisis , Iran–Iraq War (1980–88), the 1990 Invasion of Kuwait by Iraq , the 1991 Gulf War , the 1997 Asian financial crisis , the September 11 attacks , the 2002–03 national strike in Venezuela 's state-owned oil company Petróleos de Venezuela, S.A. (PDVSA) , Organization of

1575-667: A number of factors, including "rising petro-nations’ oil production, the U.S. shale oil boom, and swelling North American oil inventories," according to Market Watch . The 1 November 2018 U.S. Energy Information Administration (EIA) report announced that the US had become the "leading crude oil producer in the world" when it hit a production level of 11.3 million barrels per day (bpd) in August 2018, mainly because of its shale oil production. US exports of petroleum—crude oil and products—exceeded imports in September and October 2019, "for

1680-445: A one period change, that is unusual over the course of one or two years, is often relegated to “noise”; an example is a worker strike or an isolated period of severe weather. The individual episodes of expansion/recession occur with changing duration and intensity over time. Typically their periodicity has a wide range from around 2 to 10 years. There are many sources of business cycle movements such as rapid and significant changes in

1785-527: A peak of c. US$ 65 during the 1990 Persian Gulf crisis and war. The 1990 oil price shock occurred in response to the Iraqi invasion of Kuwait , according to the Brookings Institution. There was a period of global recessions and the price of oil hit a low of c.  $ 15 before it peaked at a high of $ 45 on 11 September 2001, the day of the September 11 attacks , only to drop again to

1890-423: A peak and a recession as the period from a peak to a trough. The NBER identifies a recession as "a significant decline in economic activity spread across the economy, lasting more than a few months, normally visible in real GDP, real income, employment, industrial production". There is often a close timing relationship between the upper turning points of the business cycle, commodity prices, and freight rates, which

1995-523: A plunge in U.S. oil import requirements and a record high volume of worldwide oil inventories in storage, and a collapse in oil prices that continues into 2016. Between June 2014 and January 2015, according to the World Bank , the collapse in the price of oil was the third largest since 1986. In early 2015, the US oil price fell below $ 50 per barrel dragging Brent oil to just below $ 50 as well. The 2010s oil glut —caused by multiple factors—spurred

2100-554: A prolonged period. Others say that this cycle is like previous cycles and that prices will rise again. A 2020 Energy Economics article confirmed that the "supply and demand of global crude oil and the financial market" continued to be the major factors that affected the global price of oil. The researchers using a new Bayesian structural time series model, found that shale oil production continued to increase its impact on oil price but it remained "relatively small". Major benchmark references, or pricing markers, include Brent , WTI ,

2205-418: A recession or depression. This debate has important policy consequences: proponents of exogenous causes of crises such as neoclassicals largely argue for minimal government policy or regulation ( laissez faire ), as absent these external shocks, the market functions, while proponents of endogenous causes of crises such as Keynesians largely argue for larger government policy and regulation, as absent regulation,

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2310-593: A report released on 15 February 2016 by Deloitte LLP—the audit and consulting firm—with global crude oil at near ten-year low prices, 35% of listed E&P oil and gas companies are at a high risk of bankruptcy worldwide. Indeed, bankruptcies "in the oil and gas industry could surpass levels seen in the Great Recession." The global average price of oil dropped to US$ 43.73 per barrel in 2016. By December 2018, OPEC members controlled approximately 72% of total world proved oil reserves, and produced about 41% of

2415-512: A scale that most oil exporters had not anticipated" resulting in "turmoil in prices." The United States oil production was greater than that of Russia and Saudi Arabia, and according to some, broke OPEC's control of the price of oil. In the middle of 2014, price started declining due to a significant increase in oil production in USA, and declining demand in the emerging countries. According to Ambrose Evans-Pritchard , in 2014–2015, Saudi Arabia flooded

2520-501: A sharp downward spiral in the price of oil that continued through February 2016. By 3 February 2016 oil was below $ 30— a drop of "almost 75% since mid-2014 as competing producers pumped 1–2 million barrels of crude daily exceeding demand, just as China's economy hit lowest growth in a generation." The North Sea oil and gas industry was financially stressed by the reduced oil prices, and called for government support in May 2016. According to

2625-435: A solution. Statistical or econometric modelling and theory of business cycle movements can also be used. In this case a time series analysis is used to capture the regularities and the stochastic signals and noise in economic time series such as Real GDP or Investment. [Harvey and Trimbur, 2003, Review of Economics and Statistics ] developed models for describing stochastic or pseudo- cycles, of which business cycles represent

2730-697: A type of fluctuation found in the aggregate economic activity of nations that organize their work mainly in business enterprises: a cycle consists of expansions occurring at about the same time in many economic activities, followed by similarly general recessions, contractions, and revivals which merge into the expansion phase of the next cycle; in duration, business cycles vary from more than one year to ten or twelve years; they are not divisible into shorter cycles of similar characteristics with amplitudes approximating their own. According to A. F. Burns: Business cycles are not merely fluctuations in aggregate economic activity. The critical feature that distinguishes them from

2835-649: A war was the Panic of 1825 . Business cycles in OECD countries after World War II were generally more restrained than the earlier business cycles. This was particularly true during the Golden Age of Capitalism (1945/50–1970s), and the period 1945–2008 did not experience a global downturn until the Late-2000s recession . Economic stabilization policy using fiscal policy and monetary policy appeared to have dampened

2940-485: Is also commonplace, as an empirical finding, in time series models for stochastic cycles in economic data. Furthermore, methods like statistical modelling in a Bayesian framework – see e.g. [Harvey, Trimbur, and van Dijk, 2007, Journal of Econometrics ] – can incorporate such a range explicitly by setting up priors that concentrate around say 6 to 12 years, such flexible knowledge about the frequency of business cycles can actually be included in their mathematical study, using

3045-489: Is in part due to the business cycle not tied to a single variable, such as GDP, employment, or industrial production . Instead, business cycle theory suggests an underlying factor that moves each of these series. The ADS index estimates that unobserved factor. The index itself is the principal factor produced by a dynamic factor model . As standard for such models, it is cast in state space and estimated using maximum likelihood estimation methods. A Kalman filter handles

3150-408: Is made publicly available. The index updates with the release of new data upon which it relies, usually eight times a month. The index does not predict an economic recession. Rather than leading the business cycle, it coincides . While it may have limited use in high-frequency finance, it serves a purpose in aiding monetary and fiscal policy by providing a quantitative measure of the current state of

3255-409: Is not stable over different time periods because of economic shocks , random fluctuations and development in financial systems . Ludvigson believes consumer confidence index is a coincident indicator as it relates to consumer's current situations. Winton & Ralph state that retail trade index is a benchmark for the current economic level because its aggregate value counts up for two-thirds of

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3360-424: Is shown to be particularly tight in the grand peak years of 1873, 1889, 1900 and 1912. Hamilton expressed that in the post war era, a majority of recessions are connected to an increase in oil price. Commodity price shocks are considered to be a significant driving force of the US business cycle. Along these lines, the research in [Trimbur, 2010, International Journal of Forecasting ] shows empirical results for

3465-409: Is supposed to account for business cycles thanks to the multiplier and the accelerator. The amplitude of the variations in economic output depends on the level of the investment, for investment determines the level of aggregate output (multiplier), and is determined by aggregate demand (accelerator). Price of oil The price of oil , or the oil price , generally refers to the spot price of

3570-638: Is very opaque with very low oil trade physically. Brent price is used widely to fix the prices of crude oil, LPG , LNG , natural gas, etc. trade globally including Middle East crude oils. There is a differential in the price of a barrel of oil based on its grade—determined by factors such as its specific gravity or API gravity and its sulfur content—and its location—for example, its proximity to tidewater and refineries. Heavier, sour crude oils lacking in tidewater access—such as Western Canadian Select—are less expensive than lighter, sweeter oil —such as WTI. The Energy Information Administration (EIA) uses

3675-670: The Financial Times and the Washington Post , argued that the rise in oil prices prior to the financial crisis of 2007–2008 was due to speculation in futures markets . Up until 2014, the dominant factor on the price of oil was from the demand side—from "China and other emerging economies". By 2014, production from unconventional reservoirs through hydraulic fracturing in the United States and oil production in Canada, caused oil production to surge globally "on

3780-607: The OPEC Reference Basket (ORB)—introduced on 16 June 2005 and is made up of Saharan Blend (from Algeria ), Girassol (from Angola ), Oriente (from Ecuador ), Rabi Light (from Gabon ), Iran Heavy (from Iran ), Basra Light (from Iraq ), Kuwait Export (from Kuwait ), Es Sider (from Libya ), Bonny Light (from Nigeria ), Qatar Marine (from Qatar ), Arab Light (from Saudi Arabia ), Murban (from UAE ), and Merey (from Venezuela ), Dubai Crude , and Tapis Crude (Singapore). In North America

3885-483: The Oxford Institute for Energy Studies describes how analysts offered differing views on why the price of oil had decreased 55% from "June 2014 to January 2015" following "four years of relative stability at around US$ 105 per barrel". A 2015 World Bank report said that the low prices "likely marks the end of the commodity supercycle that began in the early 2000s" and they expected prices to "remain low for

3990-463: The price of oil or variation in consumer sentiment that affects overall spending in the macroeconomy and thus investment and firms' profits. Usually such sources are unpredictable in advance and can be viewed as random "shocks" to the cyclical pattern, as happened during the 2007–2008 financial crises or the COVID-19 pandemic . The first systematic exposition of economic crises , in opposition to

4095-480: The record-high energy prices were driven by a global surge in demand as the world recovered from the COVID-19 recession . By December 2021, an unexpected rebound in the demand for oil from United States, China and India, coupled with U.S. shale industry investors' "demands to hold the line on spending", has contributed to "tight" oil inventories globally. On 18 January 2022, as the price of Brent crude oil reached its highest since 2014—$ 88, concerns were raised about

4200-566: The "COVID-19 demand shock" represented a bigger contraction than that experienced during the Great Recession during the late 2000s and early 2010s. As demand for oil dropped to 4.5m million bpd below forecasts, tensions rose between OPEC members. At a 6 March OPEC meeting in Vienna, major oil producers were unable to agree on reducing oil production in response to the global COVID-19 pandemic . The spot price of WTI benchmark crude oil on

4305-463: The 1973 OPEC oil embargo targeting nations that had supported Israel during the Yom Kippur War , resulting in the 1973 oil crisis , the Iranian Revolution in the 1979 oil crisis , the financial crisis of 2007–2008 , and the more recent 2013 oil supply glut that led to the "largest oil price declines in modern history" in 2014 to 2016. The 70% decline in global oil prices was "one of

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4410-695: The 19th and first half of the 20th century, specifically the period 1815–1939. This period started from the end of the Napoleonic wars in 1815, which was immediately followed by the Post-Napoleonic depression in the United Kingdom (1815–1830), and culminated in the Great Depression of 1929–1939, which led into World War II . See Financial crisis: 19th century for listing and details. The first of these crises not associated with

4515-545: The 19th century. ( See: Productivity improving technologies (historical) .) A table of innovations and long cycles can be seen at: Kondratiev wave § Modern modifications of Kondratiev theory . Since surprising news in the economy, which has a random aspect, impact the state of the business cycle, any corresponding descriptions must have a random part at its root that motivates the use of statistical frameworks in this area. There were frequent crises in Europe and America in

4620-645: The Committee of the Association for the Relief of the Manufacturing Poor, both identified the cause of economic cycles as overproduction and underconsumption , caused in particular by wealth inequality . They advocated government intervention and socialism , respectively, as the solution. This work did not generate interest among classical economists, though underconsumption theory developed as

4725-497: The NYM on 6 March 2020 dropped to US$ 42.10 per barrel. On 8 March, the 2020 Russia–Saudi Arabia oil price war was launched, in which Saudi Arabia and Russia briefly flooded the market, also contributed to the decline in global oil prices. Later on the same day, oil prices had decreased by 30%, representing the largest one-time drop since the 1991 Gulf War . Oil traded at about $ 30 a barrel. Very few energy companies can produce oil when

4830-630: The Petroleum Exporting Countries (OPEC) , the 2007–08 global financial collapse (GFC) , OPEC's 2009 cut in oil production, the Arab Spring 2010s uprisings in Egypt and Libya, the ongoing Syrian civil war (2011–present), and the 2013 oil supply glut that led to the "largest oil price declines in modern history" in 2014 to 2016. The 70% decline in global oil prices was "one of the three biggest declines since World War II, and

4935-560: The SVAR model—"oil supply shocks were the dominant force during the 2014–15 oil price decline". By 2016, despite improved understanding of oil markets, predicting oil price fluctuations remained a challenge for economists, according to a 2016 article in the Journal of Economic Perspectives , which was based on an extensive review of academic literature by economists on "all major oil price fluctuations between 1973 and 2014". A 2016 article in

5040-740: The United States, mostly in the Midwest and Gulf Coast regions. WTI has an API gravity of around 39.6 (specific gravity approx. 0.827) per barrel (159 liters) of either WTI/ light crude as traded on the New York Mercantile Exchange (NYMEX) for delivery at Cushing, Oklahoma . Cushing, Oklahoma , a major oil supply hub connecting oil suppliers to the Gulf Coast, has become the most significant trading hub for crude oil in North America. In Europe and some other parts of

5145-482: The Yom Kippur War/Arab oil embargo (1973–1974)"—explain changes in the price of oil." Killian stated that, by 2008, there was "widespread recognition" that "oil prices since 1973 must be considered endogenous with respect to global macroeconomic conditions," but Kilian added that these "standard theoretical models of the transmission of oil price shocks that maintain that everything else remains fixed, as

5250-576: The basis of which, he predicted a communist revolution . Though only passing references in Das Kapital (1867) refer to crises, they were extensively discussed in Marx's posthumously published books, particularly in Theories of Surplus Value . In Progress and Poverty (1879), Henry George focused on land 's role in crises – particularly land speculation – and proposed a single tax on land as

5355-464: The benchmark price refers to the spot price of West Texas Intermediate (WTI), also known as Texas Light Sweet, a type of crude oil used as a benchmark in oil pricing and the underlying commodity of New York Mercantile Exchange's oil futures contracts. WTI is a light crude oil , lighter than Brent Crude oil. It contains about 0.24% sulfur, rating it a sweet crude, sweeter than Brent. Its properties and production site make it ideal for being refined in

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5460-707: The business cycle, notably the paradox of thrift , and today this previously heterodox school has entered the mainstream in the form of Keynesian economics via the Keynesian revolution. Mainstream economics views business cycles as essentially "the random summation of random causes". In 1927, Eugen Slutzky observed that summing random numbers, such as the last digits of the Russian state lottery, could generate patterns akin to that we see in business cycles, an observation that has since been repeated many times. This caused economists to move away from viewing business cycles as

5565-484: The business cycle. For almost 30 years, these economic data series are considered as "the leading index" or "the leading indicators"-were compiled and published by the U.S. Department of Commerce . A prominent coincident, or real-time, business cycle indicator is the Aruoba-Diebold-Scotti Index . Recent research employing spectral analysis has confirmed the presence of Kondratiev waves in

5670-430: The commercial convulsions of earlier centuries or from the seasonal and other short term variations of our own age is that the fluctuations are widely diffused over the economy – its industry, its commercial dealings, and its tangles of finance. The economy of the western world is a system of closely interrelated parts. He who would understand business cycles must master the workings of an economic system organized largely in

5775-659: The cycling of monetary systems. Since 1960, World GDP has increased by fifty-nine times, and these multiples have not even kept up with annual inflation over the same period. Social Contract (freedoms and absence of social problems) collapses may be observed in nations where incomes are not kept in balance with cost-of-living over the timeline of the monetary system cycle. The Bible (760 BCE) and Hammurabi 's Code (1763 BCE) both explain economic remediations for cyclic sixty-year recurring great depressions, via fiftieth-year Jubilee (biblical) debt and wealth resets . Thirty major debt forgiveness events are recorded in history including

5880-665: The debt forgiveness given to most European nations in the 1930s to 1954. There were great increases in productivity , industrial production and real per capita product throughout the period from 1870 to 1890 that included the Long Depression and two other recessions. There were also significant increases in productivity in the years leading up to the Great Depression. Both the Long and Great Depressions were characterized by overcapacity and market saturation. Over

5985-453: The different typologies of cycles has waned since the development of modern macroeconomics , which gives little support to the idea of regular periodic cycles. Further econometric studies such as the two works in 2003 and 2007 cited above demonstrate a clear tendency for cyclical components in macroeconomic times to behave in a stochastic rather than deterministic way. Others, such as Dmitry Orlov , argue that simple compound interest mandates

6090-540: The dynamics of the price of oil, according to a 1992 European Journal of Operational Research article. A widely cited 2008 The Review of Economics and Statistics , article by Lutz Killian, examined the extent to which "exogenous oil supply shocks"—such as the Iranian revolution (1978–1979), Iran–Iraq War (1980–1988), Persian Gulf War (1990–1991), Iraq War (2003), Civil unrest in Venezuela (2002–2003), and perhaps

6195-470: The early 1970s, the price of oil in the United States was regulated domestically and indirectly by the Seven Sisters. The "magnitude" of the increase in the price of oil following OPEC's 1973 embargo in reaction to the Yom Kippur War and the 1979 Iranian Revolution , was without precedent. In the 1973 Yom Kippur War , a coalition of Arab states led by Egypt and Syria attacked Israel . During

6300-459: The early 1980s, concurrent with the OPEC embargo, oil prices experienced a "rapid decline." In early 2007, the price of oil was US$ 50. In 1980, globally averaged prices "spiked" to US$ 107.27, and reached its all-time peak of US$ 147 in July 2008. The 1980s oil glut was caused by non-OPEC countries—such as the United States and Britain—increasing their oil production, which resulted in a decrease in

6405-478: The economic crisis in former Eastern Bloc countries following the end of the Soviet Union in 1991. For several of these countries the period 1989–2010 has been an ongoing depression, with real income still lower than in 1989. In 1946, economists Arthur F. Burns and Wesley C. Mitchell provided the now standard definition of business cycles in their book Measuring Business Cycles : Business cycles are

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6510-435: The economic cycle is framed in terms of refuting or supporting Say's law; this is also referred to as the " general glut " (supply in relation to demand) debate. Until the Keynesian revolution in mainstream economics in the wake of the Great Depression , classical and neoclassical explanations (exogenous causes) were the mainstream explanation of economic cycles; following the Keynesian revolution, neoclassical macroeconomics

6615-445: The economy to come to short run equilibrium at levels that are different from the full employment rate of output. These fluctuations express themselves as the observed business cycles. Keynesian models do not necessarily imply periodic business cycles. However, simple Keynesian models involving the interaction of the Keynesian multiplier and accelerator give rise to cyclical responses to initial shocks. Paul Samuelson 's "oscillator model"

6720-611: The economy. Business cycle Business cycles are intervals of general expansion followed by recession in economic performance. The changes in economic activity that characterize business cycles have important implications for the welfare of the general population, government institutions, and private sector firms. There are many definitions of a business cycle. The simplest defines recessions as two consecutive quarters of negative GDP growth. More satisfactory classifications are provided by, first including more economic indicators and second by looking for more data patterns than

6825-699: The economy. However, this was followed by stagflation in the 1970s, which discredited the theory. The second declaration was in the early 2000s, following the stability and growth in the 1980s and 1990s in what came to be known as the Great Moderation . Notably, in 2003, Robert Lucas Jr. , in his presidential address to the American Economic Association , declared that the "central problem of depression-prevention [has] been solved, for all practical purposes." Various regions have experienced prolonged depressions , most dramatically

6930-474: The ensuing 1973 oil crisis , the Arab oil-producing states began to embargo oil shipments to Western Europe and the United States in retaliation for supporting Israel. Countries, including the United States, Germany, Japan, and Canada began to establish their own national energy programs that were focused on security of supply of oil, as the newly formed Organization of Petroleum Exporting Countries (OPEC) doubled

7035-572: The existing theory of economic equilibrium , was the 1819 Nouveaux Principes d'économie politique by Jean Charles Léonard de Sismondi . Prior to that point classical economics had either denied the existence of business cycles, blamed them on external factors, notably war, or only studied the long term. Sismondi found vindication in the Panic of 1825 , which was the first unarguably international economic crisis, occurring in peacetime. Sismondi and his contemporary Robert Owen , who expressed similar but less systematic thoughts in 1817 Report to

7140-522: The first time on record, based on monthly values since 1973." When the price of Brent oil dropped rapidly in November 2018 to $ 58.71, more than 30% from its peak, —the biggest 30-day drop since 2008—factors included increased oil production in Russia, some OPEC countries and the United States, which deepened global over supply. In 2019 the average price of Brent crude oil in 2019 was $ 64, WTI crude oil

7245-698: The fluctuations of a business cycle are attributable to external (exogenous) versus internal (endogenous) causes. In the first case shocks are stochastic, in the second case shocks are deterministically chaotic and embedded in the economic system. The classical school (now neo-classical) argues for exogenous causes and the underconsumptionist (now Keynesian) school argues for endogenous causes. These may also broadly be classed as "supply-side" and "demand-side" explanations: supply-side explanations may be styled, following Say's law , as arguing that " supply creates its own demand ", while demand-side explanations argue that effective demand may fall short of supply, yielding

7350-485: The ground". Oil prices are determined by global forces of supply and demand , according to the classical economic model of price determination in microeconomics. The demand for oil is highly dependent on global macroeconomic conditions. According to the International Energy Agency , high oil prices generally have a large negative impact on global economic growth . In 1974, in response to

7455-488: The idea that they are caused by random shocks. Due to this inherent randomness, recessions can sometimes not occur for decades; for example, Australia did not experience any recession between 1991 and 2020. While economists have found it difficult to forecast recessions or determine their likely severity, research indicates that longer expansions do not cause following recessions to be more severe. According to Keynesian economics , fluctuations in aggregate demand cause

7560-469: The imported refiner acquisition cost, the weighted average cost of all oil imported into the US, as its "world oil price". The price of oil remained "relatively consistent" from 1861 until the 1970s. In Daniel Yergin 's 1991 Pulitzer prize-winning book The Prize: The Epic Quest for Oil, Money, and Power , Yergin described how the "oil-supply management system"—which had been run by "international oil companies"—had "crumbled" in 1973. Yergin states that

7665-416: The large surplus in production, the price for future delivery of US crude in May became negative on 20 April 2020, the first time to happen since the New York Mercantile Exchange began trading in 1983. In April, as the demand decreased, concerns about inadequate storage capacity resulted in oil firms "renting tankers to store the surplus supply". An October Bloomberg report on slumping oil prices—citing

7770-538: The longest lasting since the supply-driven collapse of 1986." By 2015 the United States was the 3rd-largest producer of oil moving from importer to exporter. The 2020 Russia–Saudi Arabia oil price war resulted in a 65% decline in global oil prices at the beginning of the COVID-19 pandemic . Structural drivers affecting historical global oil prices include are "oil supply shocks , oil-market-specific demand shocks , storage demand shocks", "shocks to global economic growth ", and "speculative demand for oil stocks above

7875-514: The market economy as due to exogenous influences, such as the State or its regulations, labor unions, business monopolies, or shocks due to technology or natural causes. Contrarily, in the heterodox tradition of Jean Charles Léonard de Sismondi , Clément Juglar , and Marx the recurrent upturns and downturns of the market system are an endogenous characteristic of it. The 19th-century school of under consumptionism also posited endogenous causes for

7980-486: The market will move from crisis to crisis. This division is not absolute – some classicals (including Say) argued for government policy to mitigate the damage of economic cycles, despite believing in external causes, while Austrian School economists argue against government involvement as only worsening crises, despite believing in internal causes. The view of the economic cycle as caused exogenously dates to Say's law, and much debate on endogeneity or exogeneity of causes of

8085-554: The market with inexpensive crude oil in a failed attempted to slow down US shale oil production, and caused a "positive supply shock" which saved consumers about US$ 2 trillion and "benefited the world economy". During 2014–2015, OPEC members consistently exceeded their production ceiling, and China experienced a marked slowdown in economic growth. At the same time, U.S. oil production nearly doubled from 2008 levels, due to substantial improvements in shale " fracking " technology in response to record oil prices. A combination of factors led

8190-622: The missing data that arises from using a mix of frequencies of input data. For example, a daily series such as term premium sets the entire model to be daily. Unemployment data is collected monthly, though, so all days between releases are treated as missing data. The factor deals with the de-meaned growth rate of business activity, such that it is (a) centered on 0, and (b) measures deviation from average growth. Thus, an ADS score of 0 indicates completely average growth, positive values indicate greater than average, and negative less than average. The ADS initially used just four input series to estimate

8295-574: The overall GDP and reflects the real state of the economy. According to Stock and Watson, unemployment claim can predict when the business cycle is entering a downward phase. Banbura and Rüstler argue that industry production's GDP information can be delayed as it measures real activity with real number, but it provides an accurate prediction of GDP. Series used to infer the underlying business cycle fall into three categories: lagging , coincident , and leading . They are described as main elements of an analytic system to forecast peaks and troughs in

8400-550: The period since the Industrial Revolution, technological progress has had a much larger effect on the economy than any fluctuations in credit or debt, the primary exception being the Great Depression, which caused a multi-year steep economic decline. The effect of technological progress can be seen by the purchasing power of an average hour's work, which has grown from $ 3 in 1900 to $ 22 in 1990, measured in 2010 dollars. There were similar increases in real wages during

8505-568: The previous year's oil crisis, the RAND Corporation presented a new economic model of the global oil market that included four sectors—"crude production, transportation, refining, and consumption of products"—analyzed separately for six regions: the United States, Canada, Latin America, Europe, the Middle East and Africa, and Asia. The study listed exogenous variables that can affect the price of oil: "regional supply and demand equations,

8610-471: The price largely remained in the $ 90–$ 120 range. From 2004 to 2014, OPEC was setting the global price of oil. OPEC started setting a target price range of $ 100–110/bbl before the 2008 financial crisis —by July 2008 the price of oil had reached its all-time peak of US$ 147 before it plunged to US$ 34 in December 2008, during the financial crisis of 2007–2008 . Some commentators including Business Week ,

8715-747: The price of oil in the early 1980s, according to The Economist . When OPEC changed their policy to increase oil supplies in 1985, "oil prices collapsed and remained low for almost two decades", according to a 2015 World Bank report. In 1983, the New York Mercantile Exchange (NYMEX) launched crude oil futures contracts, and the London-based International Petroleum Exchange (IPE)—acquired by Intercontinental Exchange (ICE) in 2005— launched theirs in June 1988. The price of oil reached

8820-529: The price of oil is this low. Saudi Arabia, Iran, and Iraq had the lowest production costs in 2016, while the United Kingdom, Brazil, Nigeria, Venezuela, and Canada had the highest. On 9 April, Saudi Arabia and Russia agreed to oil production cuts. By April 2020 the price of WTI dropped by 80%, down to a low of about $ 5. As the demand for fuel decreased globally with pandemic-related lockdowns preventing travel, and due to excessive demand for storage of

8925-456: The price of oil. During the 1979 oil crisis , the global oil supply was "constrained" because of the 1979 Iranian Revolution —the price of oil "more than doubled", then began to decline in "real terms from 1980 onwards, eroding OPEC's power over the global economy," according to The Economist . The 1970s oil crisis gave rise to speculative trading and the WTI crude oil futures markets. In

9030-473: The real price of imported crude oil increases, are misleading and must be replaced by models that allow for the endogenous determination of the price of oil." Killian found that there was "no evidence that the 1973–1974 and 2002–2003 oil supply shocks had a substantial impact on real growth in any G7 country, whereas the 1978–1979, 1980, and 1990–1991 shocks contributed to lower growth in at least some G7 countries." A 2019 Bank of Canada (BOC) report, described

9135-498: The relation between oil-prices and real GDP. The methodology uses a statistical model that incorporate level shifts in the price of crude oil; hence the approach describes the possibility of oil price shocks and forecasts the likelihood of such events. Economic indicators are used to measure the business cycle: consumer confidence index , retail trade index , unemployment and industry/service production index . Stock and Watson claim that financial indicators' predictive ability

9240-496: The rising cost of gasoline—which hit a record high in the United Kingdom. According to Our World in Data , in the nineteenth and early twentieth century the global crude oil prices were "relatively consistent." In the 1970s, there was a "significant increase" in the price of oil globally, partially in response to the 1973 and 1979 oil crises. In 1980, globally averaged prices "spiked" to US$ 107.27. Historically, there have been

9345-532: The role of Organization of the Petroleum Exporting Countries (OPEC)—which had been established in 1960, by Iran , Iraq , Kuwait , Saudi Arabia and Venezuela — in controlling the price of oil, was dramatically changed. Since 1927, a cartel known as the " Seven Sisters "—five of which were headquartered in the United States—had been controlling posted prices since the so-called 1927 Red Line Agreement and 1928 Achnacarry Agreement , and had achieved

9450-864: The so-called recurrence quantification correlation index to test correlations of RQA on a sample signal and then investigated the application to business time series. The said index has been proven to detect hidden changes in time series. Further, Orlando et al., over an extensive dataset, shown that recurrence quantification analysis may help in anticipating transitions from laminar (i.e. regular) to turbulent (i.e. chaotic) phases such as USA GDP in 1949, 1953, etc. Last but not least, it has been demonstrated that recurrence quantification analysis can detect differences between macroeconomic variables and highlight hidden features of economic dynamics. The Business Cycle follows changes in stock prices which are mostly caused by external factors such as socioeconomic conditions, inflation, exchange rates. Intellectual capital does not affect

9555-482: The study of economic fluctuation rather than a "business cycle" – though some economists use the phrase 'business cycle' as a convenient shorthand. For example, Milton Friedman said that calling the business cycle a "cycle" is a misnomer , because of its non-cyclical nature. Friedman believed that for the most part, excluding very large supply shocks, business declines are more of a monetary phenomenon. Arthur F. Burns and Wesley C. Mitchell define business cycle as

9660-438: The technology of refining, and government policy variables". Based on these exogenous variables, their proposed economic model would be able to determine the "levels of consumption, production, and price for each commodity in each region, the pattern of world trade flows, and the refinery capital structure and output in each region". A system dynamics economic model of oil price determination "integrates various factors affecting"

9765-405: The three biggest declines since World War II, and the longest lasting since the supply-driven collapse of 1986." By 2015, the United States had become the third-largest producer of oil and resumed exporting oil upon repeal of its 40-year export ban. The 2020 Russia–Saudi Arabia oil price war resulted in a 65% decline in global oil prices at the beginning of the COVID-19 pandemic . In 2021,

9870-496: The total global crude oil supply. In June 2018, OPEC reduced production. In late September and early October 2018, the price of oil rose to a four-year high of over $ 80 for the benchmark Brent crude in response to concerns about constraints on global supply. The production capacity in Venezuela had decreased. United States sanctions against Iran , OPEC's third-biggest oil producer, were set to be restored and tightened in November. The price of oil dropped in November 2018 because of

9975-509: The traditionally highly-lagged and infrequently-published macroeconomic data such as GDP . The ADS index was first introduced by the authors, including Francis Diebold , in March 2007 and published in October 2008, but the index is retroactively calculated back to March 1960. While other economic nowcasting often estimates GDP or inflation , the ADS index exists as a stand-alone series. This

10080-624: The two quarter definition. In the United States , the National Bureau of Economic Research oversees a Business Cycle Dating Committee that defines a recession as "a significant decline in economic activity spread across the market, lasting more than a few months, normally visible in real GDP , real income, employment, industrial production, and wholesale-retail sales." Business cycles are usually thought of as medium term evolution. They are less related to long-term trends, coming from slowly-changing factors like technological advances. Further,

10185-485: The unobserved factor: GDP, Employment, Initial Claims, and Slope (of daily term structure). However, removing this last term yielded no loss in model accuracy. This demonstrates that more is not always better. The weekly initial claims in unemployment was helpful, though. Currently, the ADS relies on the following data: The ADS is currently maintained by the Federal Reserve Bank of Philadelphia , where it

10290-522: The usefulness of a structural vector autoregressive (SVAR) model for conditional forecasts of global GDP growth and oil consumption in relation to four types of oil shocks. The structural vector autoregressive model was proposed by the American econometrician and macroeconomist Christopher A. Sims in 1982 as an alternative statistical framework model for macroeconomists. According to the BOC report—using

10395-580: The world GDP dynamics at an acceptable level of statistical significance. Korotayev & Tsirel also detected shorter business cycles, dating the Kuznets to about 17 years and calling it the third sub-harmonic of the Kondratiev, meaning that there are three Kuznets cycles per Kondratiev. Recurrence quantification analysis has been employed to detect the characteristic of business cycles and economic development . To this end, Orlando et al. developed

10500-628: The world, the price of the oil benchmark is Brent Crude as traded on the Intercontinental Exchange (ICE, into which the International Petroleum Exchange has been incorporated) for delivery at Sullom Voe . Brent oil is produced in coastal waters ( North Sea ) of UK and Norway. The total consumption of crude oil in UK and Norway is more than the oil production in these countries. So Brent crude market

10605-458: The worst excesses of business cycles, and automatic stabilization due to the aspects of the government 's budget also helped mitigate the cycle even without conscious action by policy-makers. In this period, the economic cycle – at least the problem of depressions – was twice declared dead. The first declaration was in the late 1960s, when the Phillips curve was seen as being able to steer

10710-445: Was $ 57, the OPEC Reference Basket (ORB) of 14 crudes was $ 59.48 a barrel. On 8 March 2020 global oil prices fell precipitously when Saudi Arabia announced unexpected price cuts at the onset of the COVID-19 recession . In the face of cratering demand Russia responded in kind, resulting in a sudden price war . The resulting low prices represented a threat to the fiscal health of oil-exporting countries. The IHS Market reported that

10815-490: Was followed by a decline to US$ 34 in December 2008, as the financial crisis of 2007–2008 took hold. By May 2008, The United States was consuming approximately 21 million bpd and importing about 14 million bpd—60% with OPEC supply 16% and Venezuela 10%. In the middle of the financial crisis of 2007–2008 , the price of oil underwent a significant decrease after the record peak of US$ 147.27 it reached on 11 July 2008. On 23 December 2008, WTI crude oil spot price fell to US$ 30.28

10920-403: Was largely rejected. There has been some resurgence of neoclassical approaches in the form of real business cycle (RBC) theory. The debate between Keynesians and neo-classical advocates was reawakened following the recession of 2007. Mainstream economists working in the neoclassical tradition, as opposed to the Keynesian tradition, have usually viewed the departures of the harmonic working of

11025-425: Was relatively consistent in the nineteenth century and early twentieth century. This changed in the 1970s, with a significant increase in the price of oil globally. There have been a number of structural drivers of global oil prices historically, including oil supply, demand, and storage shocks, and shocks to global economic growth affecting oil prices. Notable events driving significant price fluctuations include

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