Inflation is generally defined as the continued increase in the average prices of goods and services in a given region. Following the extremely high global inflation experienced in the 1980s and 1990s, global inflation has been relatively stable since the turn of the millennium, usually hovering between three and five percent per year. There was a sharp increase in 2008 due to the global financial crisis now known as the Great Recession, but inflation was fairly stable throughout the 2010s, before the current inflation crisis began in 2021. Recent years Despite the economic impact of the coronavirus pandemic, the global inflation rate fell to 3.26 percent in the pandemic's first year, before rising to 4.66 percent in 2021. This increase came as the impact of supply chain delays began to take more of an effect on consumer prices, before the Russia-Ukraine war exacerbated this further. A series of compounding issues such as rising energy and food prices, fiscal instability in the wake of the pandemic, and consumer insecurity have created a new global recession, and global inflation in 2024 is estimated to have reached 5.76 percent. This is the highest annual increase in inflation since 1996. Venezuela Venezuela is the country with the highest individual inflation rate in the world, forecast at around 200 percent in 2022. While this is figure is over 100 times larger than the global average in most years, it actually marks a decrease in Venezuela's inflation rate, which had peaked at over 65,000 percent in 2018. Between 2016 and 2021, Venezuela experienced hyperinflation due to the government's excessive spending and printing of money in an attempt to curve its already-high inflation rate, and the wave of migrants that left the country resulted in one of the largest refugee crises in recent years. In addition to its economic problems, political instability and foreign sanctions pose further long-term problems for Venezuela. While hyperinflation may be coming to an end, it remains to be seen how much of an impact this will have on the economy, how living standards will change, and how many refugees may return in the coming years.

The statistic depicts the average inflation rate in Mexico from 1987 to 2022, with projections up until 2029. The inflation rate measures price changes for a fixed basket of goods which includes a representative selection of goods and services. In 2022, Mexico's average inflation rate was around 7.9 percent compared to the previous year.

Mexico’s economy

Mexico’s gross domestic product (GDP) has been increasing slightly over the last decade, however, its national debt still amounts to almost half of its GDP. The majority of Mexico’s GDP is yielded by the services sector, as a look at the distribution of gross domestic product in Mexico by sector shows. More than 60 percent of GDP are generated in this sector; the majority of the Mexican workforce is employed in services. One important contributor to Mexico’s GDP is tourism. The total unemployment rate in Mexico took a turn for the worse during the recession of 2008 and is still to bounce back to previous levels.

Mexico’s main export and import partner is the United States which accounts for approximately half of the value of both. Thus, the trade balance of goods in Mexico, showing the value of exports minus the value of imports, is heavily dependant on the United States. For the past decade, Mexico’s trade balance has run at a deficit of more than 10 billion US dollars. The trade balance of services sector in Mexico has also been in the red with a deficit of more than 6 percent since the recession and higher than 9 percent since 2011.

Mexico is also one of the largest drug exporting countries worldwide. Specific trade figures are not available, however, Mexico is among the top countries for opium cultivation based on acreage, and thousands of illegal poppy fields, processed into opium, have been destroyed in Mexico year after year.

In 2020, the inflation rate in Brazil amounted to about 3.21 percent compared to the previous year, a slight increase from the previous year’s 3.73 percent, but a large improvement compared to 2015 with more than 9 percent.

Superlative Brazil

Brazil is not only one of the largest countries in the world, it is also one of the largest economies and a member of the so-called BRIC states, four up-and-coming emerging economies. Unfortunately, Brazil also struggles due to an on-going recession; In 2017, the majority of Brazilians described the state of the country’s economy as “bad”.

The state of Brazil’s economy

Brazil’s mixed economy suffered a severe political and economic crisis in 2014 that only ended in 2016. The country’s GDP slumped dramatically and inflation skyrocketed. As of today, Brazil has recovered, GDP is on the rise again, and inflation is below four percent – however, as a result of the recession that saw millions of job cuts, unemployment is at an all-time high.

We argue that the vast bulk of movements in aggregate real economic activity during the Great Recession were due to financial frictions. We reach this conclusion by looking through the lens of an estimated New Keynesian model in which firms face moderate degrees of price rigidities, no nominal rigidities in wages, and a binding zero lower bound constraint on the nominal interest rate. Our model does a good job of accounting for the joint behavior of labor and goods markets, as well as inflation, during the Great Recession. According to the model the observed fall in total factor productivity and the rise in the cost of working capital played critical roles in accounting for the small drop in inflation that occurred during the Great Recession. (JEL E12, E23, E24, E31, E32, E52)

During the period beginning roughly in the mid-1980s until the Global Financial Crisis (2007-2008), the U.S. economy experienced a time of relative economic calm, with low inflation and consistent GDP growth. Compared with the turbulent economic era which had preceded it in the 1970s and the early 1980s, the lack of extreme fluctuations in the business cycle led some commentators to suggest that macroeconomic issues such as high inflation, long-term unemployment and financial crises were a thing of the past. Indeed, the President of the American Economic Association, Professor Robert Lucas, famously proclaimed in 2003 that "central problem of depression prevention has been solved, for all practical purposes". Ben Bernanke, the future chairman of the Federal Reserve during the Global Financial Crisis (GFC) and 2022 Nobel Prize in Economics recipient, coined the term 'the Great Moderation' to describe this era of newfound economic confidence. The era came to an abrupt end with the outbreak of the GFC in the Summer of 2007, as the U.S. financial system began to crash due to a downturn in the real estate market.

Causes of the Great Moderation, and its downfall

A number of factors have been cited as contributing to the Great Moderation including central bank monetary policies, the shift from manufacturing to services in the economy, improvements in information technology and management practices, as well as reduced energy prices. The period coincided with the term of Fed chairman Alan Greenspan (1987-2006), famous for the 'Greenspan put', a policy which meant that the Fed would proactively address downturns in the stock market using its monetary policy tools. These economic factors came to prominence at the same time as the end of the Cold War (1947-1991), with the U.S. attaining a new level of hegemony in global politics, as its main geopolitical rival, the Soviet Union, no longer existed. During the Great Moderation, the U.S. experienced a recession twice, between July 1990 and March 1991, and again from March 2001 tom November 2001, however, these relatively short recessions did not knock the U.S. off its growth path. The build up of household and corporate debt over the early 2000s eventually led to the Global Financial Crisis, as the bursting of the U.S. housing bubble in 2007 reverberated across the financial system, with a subsequent credit freeze and mass defaults.

Due to increasing inflation rates, economic growth has been slow in several countries worldwide, and some risk falling into recession. When asked about this, 76 percent of respondents in South Korea believed that the country's economy had fallen into recession, and 75 percent of respondents in Turkey did the same. In fact, South Korea's gross domestic product (GDP) growth rate increased by 1.4 percent in the third quarter of 2023. Inflation increased rapidly around the world through 2022 and 2023, before it started falling in some countries in 2024.

The Volcker Shock was a period of historically high interest rates precipitated by Federal Reserve Chairperson Paul Volcker's decision to raise the central bank's key interest rate, the Fed funds effective rate, during the first three years of his term. Volcker was appointed chairperson of the Fed in August 1979 by President Jimmy Carter, as replacement for William Miller, who Carter had made his treasury secretary. Volcker was one of the most hawkish (supportive of tighter monetary policy to stem inflation) members of the Federal Reserve's committee, and quickly set about changing the course of monetary policy in the U.S. in order to quell inflation. The Volcker Shock is remembered for bringing an end to over a decade of high inflation in the United States, prompting a deep recession and high unemployment, and for spurring on debt defaults among developing countries in Latin America who had borrowed in U.S. dollars.

Monetary tightening and the recessions of the early '80s

Beginning in October 1979, Volcker's Fed tightened monetary policy by raising interest rates. This decision had the effect of depressing demand and slowing down the U.S. economy, as credit became more expensive for households and businesses. The Fed funds rate, the key overnight rate at which banks lend their excess reserves to each other, rose as high as 17.6 percent in early 1980. The rate was allowed to fall back below 10 percent following this first peak, however, due to worries that inflation was not falling fast enough, a second cycle of monetary tightening was embarked upon starting in August of 1980. The rate would reach its all-time peak in June of 1981, at 19.1 percent. The second recession sparked by these hikes was far deeper than the 1980 recession, with unemployment peaking at 10.8 percent in December 1980, the highest level since The Great Depression. This recession would drive inflation to a low point during Volcker's terms of 2.5 percent in August 1983.

The legacy of the Volcker Shock

By the end of Volcker's terms as Fed Chair, inflation was at a manageable rate of around four percent, while unemployment had fallen under six percent, as the economy grew and business confidence returned. While supporters of Volcker's actions point to these numbers as proof of the efficacy of his actions, critics have claimed that there were less harmful ways that inflation could have been brought under control. The recessions of the early 1980s are cited as accelerating deindustrialization in the U.S., as manufacturing jobs lost in 'rust belt' states such as Michigan, Ohio, and Pennsylvania never returned during the years of recovery. The Volcker Shock was also a driving factor behind the Latin American debt crises of the 1980s, as governments in the region defaulted on debts which they had incurred in U.S. dollars. Debates about the validity of using interest rate hikes to get inflation under control have recently re-emerged due to the inflationary pressures facing the U.S. following the Coronavirus pandemic and the Federal Reserve's subsequent decision to embark on a course of monetary tightening.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

DTRTU Stock: Are We Headed for a Recession?

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

The rate on 15-year fixed rate mortgages in the United States decreased in the period after the Great Recession and reached its lowest level in 2021, followed by a steep increase in the next two years. In the early 1990s, the rate on a 15-year fixed rate mortgage was between six and nine percent. The rate then fell to 2.27 percent in 2021. After the Federal Reserve introduced several bank rate hikes to tackle the rising inflation, the mortgage rate soared to 6.11 percent - the highest rate observed since 2008. The rate for 30-year fixed mortgages and five-year ARM mortgages followed a similar trend.

August 2024 marked a significant shift in the UK's monetary policy, as it saw the first reduction in the official bank base interest rate since August 2023. This change came after a period of consistent rate hikes that began in late 2021. In a bid to minimize the economic effects of the COVID-19 pandemic, the Bank of England cut the official bank base rate in March 2020 to a record low of 0.1 percent. This historic low came just one week after the Bank of England cut rates from 0.75 percent to 0.25 percent in a bid to prevent mass job cuts in the United Kingdom. It remained at 0.1 percent until December 2021 and was increased to one percent in May 2022 and to 2.25 percent in October 2022. After that, the bank rate increased almost on a monthly basis, reaching 5.25 percent in August 2023. It wasn't until August 2024 that the first rate decrease since the previous year occurred, signaling a potential shift in monetary policy. Why do central banks adjust interest rates? Central banks, including the Bank of England, adjust interest rates to manage economic stability and control inflation. Their strategies involve a delicate balance between two main approaches. When central banks raise interest rates, their goal is to cool down an overheated economy. Higher rates curb excessive spending and borrowing, which helps to prevent runaway inflation. This approach is typically used when the economy is growing too quickly or when inflation is rising above desired levels. Conversely, when central banks lower interest rates, they aim to encourage borrowing and investment. This strategy is employed to stimulate economic growth during periods of slowdown or recession. Lower rates make it cheaper for businesses and individuals to borrow money, which can lead to increased spending and investment. This dual approach allows central banks to maintain a balance between promoting growth and controlling inflation, ensuring long-term economic stability. Additionally, adjusting interest rates can influence currency values, impacting international trade and investment flows, further underscoring their critical role in a nation's economic health. Recent interest rate trends Between 2021 and 2024, most advanced and emerging economies experienced a period of regular interest rate hikes. This trend was driven by several factors, including persistent supply chain disruptions, high energy prices, and robust demand pressures. These elements combined to create significant inflationary trends, prompting central banks to raise rates in an effort to temper spending and borrowing. However, in 2024, a shift began to occur in global monetary policy. The European Central Bank (ECB) was among the first major central banks to reverse this trend by cutting interest rates. This move signaled a change in approach aimed at addressing growing economic slowdowns and supporting growth.

In 2023 the gross domestic product (GDP) of the United Kingdom grew by 0.1 percent and is expected to grow by 1.1 percent in 2024 and two percent in 2025. Growth is expected to slow down to 1.8 percent in 2026, and then 1.5 percent in 2027 and 2028. The sudden emergence of COVID-19 in 2020 and subsequent closure of large parts of the economy were the cause of the huge 9.4 percent contraction in 2020, with the economy recovering somewhat in 2021, when the economy grew by 7.6 percent. UK slips into recession in late 2023 In the last two quarters of 2023, the UK economy shrank by 0.1 percent in Q3 and by 0.3 percent in Q4, plunging the UK into recession for the first time since the COVID-19 pandemic. Even before this latest recession, however, the UK economy has been struggling with weak growth. In the eight quarters between 2022 and 2023, the economy grew in just half of them, falling in three, and stagnating in one. As the UK gears up for a likely general election in 2024, the economy has consistently been seen as one of the most important issues to people in Britain, ahead of health, immigration and the environment. As for which political party would handle the economy better, the ruling-Conservative party have trailed the Labour Party on this issue in polls since October 2022. High inflation persisting longer than expected One of the main factors that explains the UK's economic woes recently is rising prices. UK inflation accelerated sharply from late 2021 onwards, and reached a peak of 11.1 percent in October 2022. Unfortunately for UK residents, wage growth has only recently caught up with inflation, with wages in real terms falling throughout for twenty months between November 2021 and June 2023. By January 2024, inflation had fallen to the more modest rate of four percent, but getting inflation down to such levels came at a price. The Bank of England raised interest rates throughout 2022 and 2023, which certainly played a part in the UK's weak economic performance during that time.

The youth unemployment rate of South Africa was over 50 percent in 2023, the highest of any G20 country. Italy followed with a youth unemployment rate of 23 percent. In contrast, Japan's youth unemployment rate was the lowest at only 4.2 percent. Economic crisis in Argentina At 18 percent, youth unemployment in Argentina falls third out of the G20 nations. The Argentinian economy was hit by a recession beginning in 2022, with an average inflation rate of nearly 72 percent that year, jumping to over 130 percent in 2023. Such staggering inflation has hit Argentinian consumers hard, with the average consumer price index going from nearly 918 in 2021 to 1,584 in 2022, before increasing to nearly 3,700 in 2023. While youth unemployment has fallen in Argentina since the beginning of the COVID-19 pandemic, factors such as skyrocketing inflation make getting by difficult for many. Inequality in South Africa With a youth unemployment rate of just over 50 percent, South Africa stands out from the rest of the G20 nations. Thirty years after the end of Apartheid, South Africa is considered the most unequal country in the world. Using the Gini Index, which measures income inequality with zero representing totally equal distribution and one representing unequal distribution, South Africa has a score of 0.63, higher than any other nation. Poverty and inequality are a major concern for South Africans, with over 30 percent of survey respondents expressing worry over the issue in January 2024, a slight decrease from a recent peak of 38 percent in August 2023.

By November 2025, it is projected that there is a probability of 33.56 percent that the United States will fall into another economic recession. This reflects a significant decrease from the projection of the preceding month.

In 2023 and through 2024, the world saw inflation rates increase amid, among other things, post-COVID-19 effects and the Russia-Ukraine war. Argentina and Turkey were both plagued by hyperinflation, with over 219 and 58 percent in 2024, respectively. Except for these, Russia had the highest inflation rate, at nearly eight percent. On the other hand, China had the lowest rate of the countries included here, at 0.2 percent. Argentinian inflation crisis During the 2020s, Argentina was struck by extreme levels of inflation, which severely impacted the livelihoods of Argentinians. Specifically, the costs of goods have presented numerous challenges to Argentinian consumers. In Argentina, a basic food basket that costs around 26,000 Argentinian pesos cost over 100,000 by February 2024. Similarly, a basic consumer goods basket that cost around 57,000 Argentinian pesos in February 2023 rose to over 220,000 by February 2024. While these rising costs have been challenging for consumers, Argentina’s inflation rate is expected to decrease beginning in 2024 and is estimated to reach 8.9% by 2029.

British recession Besides the outliers of Argentina and Turkey, the United Kingdom had a comparatively high CPI rate. As of 2024, the British economy has entered a recession, the only G7 country to do so. Just before the general election held in July 2024, British voters indicated that health, mostly the lack of financial support and staff shortages, as well as the economy was the most important issue to them.

The Gross Domestic Product (GDP) in Germany contracted 0.20 percent in the fourth quarter of 2024 over the previous quarter. This dataset provides the latest reported value for - Germany GDP Growth Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

IE:TSX Stock: Are We Headed for a Recession?

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

According to Cognitive Market Research, the market for well-completion equipment and services is expected to reach USD 10.9 billion in 2022 and will grow at a compound annual growth rate (CAGR) of 4.50% from 2023 to 2030. How are the Key Trends Affecting the Well Completion Equipment and Services Market?

Rise in Demand for Oil & Gas to Drive Market

The energy demand has risen quickly during the last few decades globally. As a result, more oil and gas wells have been explored in various places of the world. The consumption of energy sources, including oil and gas, renewable energy, and nuclear energy, has significantly increased due to rising living standards and the world's population growth.

Global energy usage is predicted to be 580 million terajoules per year. This equates to 580 million trillion joules or approximately 13865 million tonnes of oil equivalent. (Mtoe).

(Source:www.theworldcounts.com/challenges/climate-change/energy/global-energy-consumption)

Additionally, because most nations are refocusing their attention on lowering carbon emissions and increasing their reliance on fossil fuels, the demand for natural gas is anticipated to boost the need for gas exploration globally during the upcoming forecast period. The demand for well-completion services and equipment across various gas rig locations is favorably impacted by the rising energy consumption in the world and the rising number of gas rig explorations, propelling the market internationally.

The Challenges Restraining Growth of the Well Completion Equipment and Services Market

Fluctuations in Foreign Currencies Continue its Influence to Impede Market Growth

The global economic downturn and rising property costs in industrialized economies substantially impacted the market in previous years. Thus, the market is still recovering from the recession and controlling inflation rates in developed economies. However, the ongoing changes in currency exchange rates continue to reduce market participants' profit margins. Additionally, the global economic environment impacts the extraction of metal needed to make oilfield equipment, which will restrain market expansion in the ensuing years. According to predictions, the industrialization and growth of the oil and gas industry will be propelled by fast-rising economies in the next years, balancing these price considerations and providing stable profit margins for market participants.

Impact of COVID–19 on the Well Completion Services and Equipment Market

The global market for well-completion equipment and services is anticipated to slow down during the next few years due to the COVID-19 pandemic. Lockdown measures undertaken by various governments have caused factory closures in several towns and provinces worldwide, prompting forecasts of a dramatic slowdown in the output of everything from the oil and gas industry to the industrial sector. The recent decrease in oil exploration operations is one of the primary factors projected to impact the market well-completion equipment and services adversely. Moreover, once production activities are suspended, businesses must deal with lost revenues and damaged supply chains. Introduction of Well Completion Equipment and Services

"Well-completion equipment and services" relates to wellbore consultancy, architectural design, and downhole equipment for oil and gas wells in offshore and onshore areas. They cover whole completion procedures like operating the production tube, establishing the downhole tools, and carrying out numerous additional operations to get well ready for use. Due to the rising need for global oil and gas exploration, the market for well-completion equipment and services is projected to expand. The installation of machinery to extract crude oil from the earth's crust to meet the demand for oil and gas globally is made possible by well-completion tools and services. Another factor that is predicted to support market expansion is increased investment in various exploration and production activities. However, the challenges limiting the growth of the global market for well-completion equipment and services are the inability to improve the separate areas within productive zones and block off gas or water zones.

For instance, in 2021, the United States petroleum consumption will average about 19.78 million barrels per day (b/d), including roughly a million b/d of bi...

The statistic shows the inflation rate in the Netherlands from 1987 to 2023, with projections up until 2029. The inflation rate is calculated using the price increase of a defined product basket. This product basket contains products and services, on which the average consumer spends money throughout the year. They include expenses for groceries, clothes, rent, power, telecommunications, recreational activities and raw materials (e.g. gas, oil), as well as federal fees and taxes. In 2023, the average inflation rate in the Netherlands was about 4.12 percent compared to the previous year.

Economy of the Netherlands

The Netherlands has an open economy, which implies that the country is highly dependent on foreign activities, such as imports and exports. The country’s economic policies and regulations have allowed for the country to highly benefit from strong international relations, however have increased the chances of economic struggles that correspond with the economic situations in other countries as well. The Netherlands is one of the main countries for foreign direct investments in Europe due to its strategic location, superior technological infrastructure as well as international business environment, a reputation that has all but grown more formidable over the years. Additionally, the country’s tourism industry makes up a rather large part of its GDP.

Despite feeling the effects of the global financial crisis of 2008 as well as the Eurozone crisis, many aspects of the Dutch economy are highly prosperous, most notably with its low inflation rates. Unemployment within the country, in spite of a slight increase over the past several years, has remained relatively low in comparison many other European countries that were equally as affected by recession.

Gold prices, recently at $3,057.31, may drop to $1,820 due to supply-demand dynamics, interest rates, and new mines, says Morningstar's David Sekera.

Stagflation (stagnation and inflation in one word) depicts a time period when an economy is not only suffering from a recession (declining GDP), but high unemployment and inflation rates as well. Usually unemployment and inflation are inversely related, which makes stagflation a rare occurrence. It first happened in the 1970s, when OPEC put an oil embargo on the United States, resulting in oil prices skyrocketing to three times the standard value at that time. As of September 2023, the price of oil fell by 20 percent in comparison to last year after having increased by 76 perent as a result of Russian invasion of Ukraine. The has been signs of stagflation in some countries through 2022 and 2023, but falling inflation rates indicate that the worst has been avoided.