100+ datasets found
  1. E-commerce companies' measures to reduce inflation's impact in Italy 2023

    • statista.com
    Updated May 7, 2024
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    Statista (2024). E-commerce companies' measures to reduce inflation's impact in Italy 2023 [Dataset]. https://www.statista.com/statistics/1382578/actions-to-reduce-e-commerce-inflation-italy/
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    Dataset updated
    May 7, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2023 - Mar 2023
    Area covered
    Italy
    Description

    Professionals from Italian e-commerce players faced inflation's impact on their business. A survey from early 2023 showed that about four in ten companies had decreased margins to keep similar prices, whereas 31 percent of surveyed professionals stated their companies maintained similar prices but reduced discounts.

  2. Global inflation rate from 2000 to 2029

    • statista.com
    Updated Jan 10, 2025
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    Statista (2025). Global inflation rate from 2000 to 2029 [Dataset]. https://www.statista.com/statistics/256598/global-inflation-rate-compared-to-previous-year/
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    Dataset updated
    Jan 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 2024
    Area covered
    Worldwide
    Description

    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.

  3. Italians' strategies against inflation by social condition 2023

    • statista.com
    Updated Jul 4, 2024
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    Statista (2024). Italians' strategies against inflation by social condition 2023 [Dataset]. https://www.statista.com/statistics/1459987/italy-inflation-consumption-strategies-social-condition/
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    Dataset updated
    Jul 4, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jul 2023
    Area covered
    Italy
    Description

    The inflation rate had a serious impact on Italian consumers, who were forced to adapt to the more expensive food prices by adopting new purchasing strategies. Two thirds of the customers aged 65 years or more refrained from buying unnecessary products and prevented food waste. These two approaches were taken on by 55 percent of the unemployed and the residents of Sicily and Sardinia, too. On the contrary, 60 percent of the working-class members purchased more products on offer and limited superfluous goods, rather than reducing the waste of food. Moreover, half of them changed their buying customs by choosing cheaper products, even if the goods were not the habitual ones. The other categories did not have the same willingness to adjust their purchasing strategy by buying new low-cost labels, as two thirds of the respondents demonstrated their loyalty to usual brands. More than 40 percent of the underclass and residents in the islands went more frequently for grocery shopping at discount stores. Overall, the working class mostly diversified the purchasing strategy against inflation, opting for different practices to reduce the food spending costs, whereas the other categories focused primarily on buying only indispensable products and less waste, without drastically changing their habits.

  4. Rate of inflation for food in the European Union (EU) 2016-2024

    • flwrdeptvarieties.store
    • statista.com
    Updated Jan 17, 2025
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    Nils-Gerrit Wunsch (2025). Rate of inflation for food in the European Union (EU) 2016-2024 [Dataset]. https://flwrdeptvarieties.store/?_=%2Ftopics%2F13048%2Fliving-conditions-in-europe%2F%23zUpilBfjadnL7vc%2F8wIHANZKd8oHtis%3D
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    Dataset updated
    Jan 17, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Nils-Gerrit Wunsch
    Area covered
    Europe, European Union
    Description

    In December 2024, the inflation rate for food in the European Union (EU) reached 2.4 percent compared to the same month the year prior. Starting in the beginning of 2022, food prices started to rise rapidly. In March 2023, the food inflation rate in the EU reached its peak at 19.19 percent. Since April 2023, the rate started to decrease. Food inflation in Europe One of the main drivers of the increase in consumer prices was the rapid rise in energy prices. In the energy sector, the harmonized index of consumer prices inflation of the EU, a concept to measure and compare inflation internationally, was at 41.1 percent in June 2022, whereas the other categories were all below 10 percent. In Germany, the year-on-year consumer price index development for food and beverages was at 12.33 percent in the year 2023, just a slight dip from the all-time high of 12.51 percent in 2022. By 2024, this had dropped to 1.92 percent. There are a number of ways in which European consumers are trying to save on food costs due to rising prices. The most popular way to deal with the rising food prices is to reduce at-home food waste. An average of about half of consumers in selected European countries stated that this is how they responded to the price increases. Other popular ways were to buy only the essentials or to purchase mostly store brands. Food inflation worldwide In 2022, Europe and Central Asia were the regions with the highest food inflation rates worldwide. The rate of food inflation in those regions was about 18 percent in 2022, which is more than twice as high as it was in the previous year. In Latin America and the Caribbean, the food inflation rate rose from 5.4 to 11.9 percent during the same period. When categorized by income classification, low-income countries have significantly higher food price inflation, as compared to lower-middle-, upper-middle-, and high-income countries. On average, low-income countries had a food price inflation rate of about 30 percent in 2023. The world average rate was at 6.5 percent. Zimbabwe was the country with the highest level of real food inflation worldwide. The southern African country experienced a food inflation of approximately 46 percent in 2024. This was more than two times as high as in any other country in the world.

  5. w

    Books called Choice in currency : a way to stop inflation

    • workwithdata.com
    Updated Jul 19, 2024
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    Work With Data (2024). Books called Choice in currency : a way to stop inflation [Dataset]. https://www.workwithdata.com/datasets/books?f=1&fcol0=book&fop0=%3D&fval0=Choice+in+currency+%3A+a+way+to+stop+inflation
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    Dataset updated
    Jul 19, 2024
    Dataset authored and provided by
    Work With Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset is about books and is filtered where the book is Choice in currency : a way to stop inflation, featuring 7 columns including author, BNB id, book, book publisher, and ISBN. The preview is ordered by publication date (descending).

  6. Monthly inflation rate and Federal Reserve interest rate in the U.S....

    • statista.com
    Updated Mar 3, 2025
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    Statista (2025). Monthly inflation rate and Federal Reserve interest rate in the U.S. 2018-2025 [Dataset]. https://www.statista.com/statistics/1312060/us-inflation-rate-federal-reserve-interest-rate-monthly/
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    Dataset updated
    Mar 3, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2018 - Jan 2024
    Area covered
    United States
    Description

    The inflation rate in the United States declined significantly between June 2022 and January 2025, despite rising inflationary pressures towards the end of 2024. The peak inflation rate was recorded in June 2022, at 9.1 percent. In August 2023, the Federal Reserve's interest rate hit its highest level during the observed period, at 5.33 percent, and remained unchanged until September 2024, when the Federal Reserve implemented its first rate cut since September 2021. By January 2025, the rate dropped to 4.33 percent, signalling a shift in monetary policy. What is the Federal Reserve interest rate? The Federal Reserve interest rate, or the federal funds rate, is the rate at which banks and credit unions lend to and borrow from each other. It is one of the Federal Reserve's key tools for maintaining strong employment rates, stable prices, and reasonable interest rates. The rate is determined by the Federal Reserve and adjusted eight times a year, though it can be changed through emergency meetings during times of crisis. The Fed doesn't directly control the interest rate but sets a target rate. It then uses open market operations to influence rates toward this target. Ways of measuring inflation Inflation is typically measured using several methods, with the most common being the Consumer Price Index (CPI). The CPI tracks the price of a fixed basket of goods and services over time, providing a measure of the price changes consumers face. At the end of 2023, the CPI in the United States was 158.11 percent, up from 153.12 a year earlier. A more business-focused measure is the producer price index (PPI), which represents the costs of firms.

  7. T

    United States Inflation Rate

    • tradingeconomics.com
    • fa.tradingeconomics.com
    • +17more
    csv, excel, json, xml
    Updated Mar 12, 2025
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    TRADING ECONOMICS (2025). United States Inflation Rate [Dataset]. https://tradingeconomics.com/united-states/inflation-cpi
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    json, excel, xml, csvAvailable download formats
    Dataset updated
    Mar 12, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1914 - Feb 28, 2025
    Area covered
    United States
    Description

    Inflation Rate in the United States decreased to 2.80 percent in February from 3 percent in January of 2025. This dataset provides - United States Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  8. f

    Correlation between inflation and policy rates.

    • plos.figshare.com
    xls
    Updated Dec 11, 2023
    + more versions
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    Tanweer Ul Islam; Dajeeha Ahmed (2023). Correlation between inflation and policy rates. [Dataset]. http://doi.org/10.1371/journal.pone.0295453.t003
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    xlsAvailable download formats
    Dataset updated
    Dec 11, 2023
    Dataset provided by
    PLOS ONE
    Authors
    Tanweer Ul Islam; Dajeeha Ahmed
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The enduring discourse regarding the effectiveness of interest rate policy in mitigating inflation within developing economies is characterized by the interplay of structural and supply-side determinants. Moreover, extant academic literature fails to resolve the direction of causality between inflation and interest rates. Nevertheless, the prevalent adoption of interest rate-based monetary policies in numerous developing economies raises a fundamental inquiry: What motivates central banks in these nations to consistently espouse this strategy? To address this inquiry, our study leverages wavelet transformation to dissect interest rate and inflation data across a spectrum of frequency scales. This innovative methodology paves the way for a meticulous exploration of the intricate causal interplay between these pivotal macroeconomic variables for twenty-two developing economies using monthly data from 1992 to 2022. Traditional literature on causality tends to focus on short- and long-run timescales, yet our study posits that numerous uncharted time and frequency scales exist between these extremes. These intermediate scales may wield substantial influence over the causal relationship and its direction. Our research thus extends the boundaries of existing causality literature and presents fresh insights into the complexities of monetary policy in developing economies. Traditional wisdom suggests that central banks should raise interest rates to combat inflation. However, our study uncovers a contrasting reality in developing economies. It demonstrates a positive causal link between the policy rate and inflation, where an increase in the central bank’s interest rates leads to an upsurge in price levels. Paradoxically, in response to escalating prices, the central bank continues to heighten the policy rate, thereby perpetuating this cyclical pattern. Given this observed positive causal relationship in developing economies, central banks must explore structural and supply-side factors to break this cycle and regain control over inflation.

  9. Replication dataset for PIIE PB 24-2, The Inflation Surge in Europe by...

    • piie.com
    Updated May 25, 2024
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    Patrick Honohan (2024). Replication dataset for PIIE PB 24-2, The Inflation Surge in Europe by Patrick Honohan (2024). [Dataset]. https://www.piie.com/publications/policy-briefs/2024/inflation-surge-europe
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    Dataset updated
    May 25, 2024
    Dataset provided by
    Peterson Institute for International Economicshttp://www.piie.com/
    Authors
    Patrick Honohan
    Area covered
    Europe
    Description

    This data package includes the underlying data files to replicate the data and charts presented in The Inflation Surge in Europe by Patrick Honohan, PIIE Policy Brief 24-2.

    If you use the data, please cite as: Honohan, Patrick. 2024. The Inflation Surge in Europe. PIIE Policy Brief 24-2. Washington, DC: Peterson Institute for International Economics.

  10. F

    5-Year Breakeven Inflation Rate

    • fred.stlouisfed.org
    json
    Updated Mar 26, 2025
    + more versions
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    (2025). 5-Year Breakeven Inflation Rate [Dataset]. https://fred.stlouisfed.org/series/T5YIE
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    jsonAvailable download formats
    Dataset updated
    Mar 26, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Description

    Graph and download economic data for 5-Year Breakeven Inflation Rate (T5YIE) from 2003-01-02 to 2025-03-26 about spread, interest rate, interest, 5-year, inflation, rate, and USA.

  11. T

    United States Food Inflation

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +17more
    csv, excel, json, xml
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    TRADING ECONOMICS, United States Food Inflation [Dataset]. https://tradingeconomics.com/united-states/food-inflation
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    csv, excel, json, xmlAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1914 - Feb 28, 2025
    Area covered
    United States
    Description

    Cost of food in the United States increased 2.60 percent in February of 2025 over the same month in the previous year. This dataset provides the latest reported value for - United States Food Inflation - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  12. Italians' strategies against inflation 2023

    • statista.com
    Updated Oct 28, 2024
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    Statista (2024). Italians' strategies against inflation 2023 [Dataset]. https://www.statista.com/statistics/1459881/italy-inflation-consumption-strategies/
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    Dataset updated
    Oct 28, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jul 2023
    Area covered
    Italy
    Description

    Since 2021, the inflation rate in Italy suddenly has surged to levels never touched in the past ten years. Hence, Italians had to change their approach to everyday life, adopting new food spending habits to counter the erosion of purchasing power. In particular, for 50 percent of the interviewees, avoiding the buy of superfluous goods and a limitation of food waste were the best strategies against rising prices. Moreover, around 40 percent of the citizens decided to purchase more frequently — and possibly store — products on offer. Instead, one third of the respondents did the grocery shopping in the more affordable discount stores. However, from the survey emerges that Italians were less keen to renounce to name brand products in favor of private label goods. In fact, one fourth of the consumers declared to buy more store brands, but only 18 percent chose to purchase exclusively them. In 2023, still 70 percent of customers preferred to buy national brands rather than store labels. Hence, Italian consumers faced the growing inflation cutting optional expenses, maximizing the necessary ones, and incrementing food provisions, without quitting label goods consumption, perceived to have a higher quality than the private brand competitors.

  13. T

    Switzerland Inflation Rate

    • tradingeconomics.com
    • da.tradingeconomics.com
    • +17more
    csv, excel, json, xml
    Updated Feb 13, 2025
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    TRADING ECONOMICS (2025). Switzerland Inflation Rate [Dataset]. https://tradingeconomics.com/switzerland/inflation-cpi
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    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Feb 13, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1956 - Feb 28, 2025
    Area covered
    Switzerland
    Description

    Inflation Rate in Switzerland decreased to 0.30 percent in February from 0.40 percent in January of 2025. This dataset provides - Switzerland Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  14. J

    Japan Inflation, annual percent change in the CPI, February, 2025 - data,...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Feb 15, 2025
    + more versions
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    Globalen LLC (2025). Japan Inflation, annual percent change in the CPI, February, 2025 - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Japan/inflation_annual/
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    csv, xml, excelAvailable download formats
    Dataset updated
    Feb 15, 2025
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1971 - Feb 28, 2025
    Area covered
    Japan
    Description

    The latest inflation rate, i.e. the percent change in the CPI from a year ago to now, in Japan was 3.65 percent. That number was released in . It shows a decrease from the inflation rate in the previous month when it stood at 4.02 percent. Compared to a year ago, we see an increase from the inflation...

  15. Hungarians' ways of protecting themselves from inflation 2022

    • statista.com
    Updated Feb 1, 2023
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    Statista (2023). Hungarians' ways of protecting themselves from inflation 2022 [Dataset]. https://www.statista.com/statistics/1362982/hungary-protection-against-inflation/
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    Dataset updated
    Feb 1, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Nov 2022
    Area covered
    Hungary
    Description

    According to a survey conducted in November 2022, the majority of Hungarians limited their expenses in order to protect themselves from peaking inflation rates. At the same time, 14 percent of the respondents stated that they took a second job to achieve financial security.

  16. E

    Ethiopia ET: Inflation: GDP Deflator: Linked Series

    • ceicdata.com
    Updated Mar 18, 2018
    + more versions
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    CEICdata.com (2018). Ethiopia ET: Inflation: GDP Deflator: Linked Series [Dataset]. https://www.ceicdata.com/en/ethiopia/inflation/et-inflation-gdp-deflator-linked-series
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    Dataset updated
    Mar 18, 2018
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2005 - Dec 1, 2016
    Area covered
    Ethiopia
    Description

    Ethiopia ET: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data was reported at 6.324 % in 2017. This records a decrease from the previous number of 10.398 % for 2016. Ethiopia ET: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data is updated yearly, averaging 10.137 % from Dec 1990 (Median) to 2017, with 28 observations. The data reached an all-time high of 33.541 % in 2012 and a record low of -5.755 % in 2001. Ethiopia ET: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Ethiopia – Table ET.World Bank.WDI: Inflation. Inflation as measured by the annual growth rate of the GDP implicit deflator shows the rate of price change in the economy as a whole. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years.; ; World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.; ;

  17. Inflation rate and central bank interest rate 2025, by selected countries

    • statista.com
    • flwrdeptvarieties.store
    Updated Mar 10, 2025
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    Statista (2025). Inflation rate and central bank interest rate 2025, by selected countries [Dataset]. https://www.statista.com/statistics/1317878/inflation-rate-interest-rate-by-country/
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    Dataset updated
    Mar 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2025
    Area covered
    Worldwide
    Description

    In January 2025, global inflation rates and central bank interest rates showed significant variation across major economies. Most economies initiated interest rate cuts from mid-2024 due to declining inflationary pressures. The U.S., UK, and EU central banks followed a consistent pattern of regular rate reductions throughout late 2024. In early 2025, Russia maintained the highest interest rate at 21 percent, while Japan retained the lowest at 0.5 percent. Varied inflation rates across major economies The inflation landscape varies considerably among major economies. China had the lowest inflation rate at 0.5 percent in January 2025. In contrast, Russia maintained a high inflation rate of 9.9 percent. These figures align with broader trends observed in early 2025, where China had the lowest inflation rate among major developed and emerging economies, while Russia's rate remained the highest. Central bank responses and economic indicators Central banks globally implemented aggressive rate hikes throughout 2022-23 to combat inflation. The European Central Bank exemplified this trend, raising rates from 0 percent in January 2022 to 4.5 percent by September 2023. A coordinated shift among major central banks began in mid-2024, with the ECB, Bank of England, and Federal Reserve initiating rate cuts, with forecasts suggesting further cuts through 2025 and 2026.

  18. U.S. projected annual inflation rate 2010-2029

    • statista.com
    Updated Aug 21, 2024
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    Statista (2024). U.S. projected annual inflation rate 2010-2029 [Dataset]. https://www.statista.com/statistics/244983/projected-inflation-rate-in-the-united-states/
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    Dataset updated
    Aug 21, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The inflation rate in the United States is expected to decrease to 2.1 percent by 2029. 2022 saw a year of exceptionally high inflation, reaching eight percent for the year. The data represents U.S. city averages. The base period was 1982-84. In economics, the inflation rate is a measurement of inflation, the rate of increase of a price index (in this case: consumer price index). It is the percentage rate of change in prices level over time. The rate of decrease in the purchasing power of money is approximately equal. According to the forecast, prices will increase by 2.9 percent in 2024. The annual inflation rate for previous years can be found here and the consumer price index for all urban consumers here. The monthly inflation rate for the United States can also be accessed here. Inflation in the U.S.Inflation is a term used to describe a general rise in the price of goods and services in an economy over a given period of time. Inflation in the United States is calculated using the consumer price index (CPI). The consumer price index is a measure of change in the price level of a preselected market basket of consumer goods and services purchased by households. This forecast of U.S. inflation was prepared by the International Monetary Fund. They project that inflation will stay higher than average throughout 2023, followed by a decrease to around roughly two percent annual rise in the general level of prices until 2028. Considering the annual inflation rate in the United States in 2021, a two percent inflation rate is a very moderate projection. The 2022 spike in inflation in the United States and worldwide is due to a variety of factors that have put constraints on various aspects of the economy. These factors include COVID-19 pandemic spending and supply-chain constraints, disruptions due to the war in Ukraine, and pandemic related changes in the labor force. Although the moderate inflation of prices between two and three percent is considered normal in a modern economy, countries’ central banks try to prevent severe inflation and deflation to keep the growth of prices to a minimum. Severe inflation is considered dangerous to a country’s economy because it can rapidly diminish the population’s purchasing power and thus damage the GDP .

  19. F

    Noncyclical Rate of Unemployment

    • fred.stlouisfed.org
    json
    Updated Jul 1, 2024
    + more versions
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    (2024). Noncyclical Rate of Unemployment [Dataset]. https://fred.stlouisfed.org/series/NROU
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    jsonAvailable download formats
    Dataset updated
    Jul 1, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Noncyclical Rate of Unemployment (NROU) from Q1 1949 to Q4 2034 about NAIRU, long-term, projection, unemployment, rate, and USA.

  20. n

    Data from: Controlling for p-value inflation in allele frequency change in...

    • narcis.nl
    • search.dataone.org
    • +2more
    Updated Nov 14, 2016
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    Kemppainen, Petri; Rønning, Bernt; Kvalnes, Thomas; Hagen, Ingerid J.; Ringsby, Thor Harald; Billing, Anna M.; Pärn, Henrik; Lien, Sigbjorn; Husby, Arild; Sæther, Bernt-Erik; Jensen, Henrik (2016). Data from: Controlling for p-value inflation in allele frequency change in experimental evolution and artificial selection experiments [Dataset]. http://doi.org/10.5061/dryad.vv527
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    Dataset updated
    Nov 14, 2016
    Dataset provided by
    Data Archiving and Networked Services (DANS)
    Authors
    Kemppainen, Petri; Rønning, Bernt; Kvalnes, Thomas; Hagen, Ingerid J.; Ringsby, Thor Harald; Billing, Anna M.; Pärn, Henrik; Lien, Sigbjorn; Husby, Arild; Sæther, Bernt-Erik; Jensen, Henrik
    Description

    Experimental evolution studies can be used to explore genomic response to artificial and natural selection. In such studies, loci that display larger allele frequency change than expected by genetic drift alone are assumed to be directly or indirectly associated with traits under selection. However, such studies report surprisingly many loci under selection, suggesting that current tests for allele frequency change may be subject to p-value inflation and hence be anti-conservative. One factor known from genome wide association (GWA) studies to cause p-value inflation is population stratification, such as relatedness among individuals. Here we suggest that by treating presence of an individual in a population after selection as a binary response variable, existing GWA methods can be used to account for relatedness when estimating allele frequency change. We show that accounting for relatedness like this effectively reduces false positives in tests for allele frequency change in simulated data with varying levels of population structure. However, once relatedness has been accounted for, the power to detect causal loci under selection is low. Finally, we demonstrate the presence of p-value inflation in allele frequency change in empirical data spanning multiple generations from an artificial selection experiment on tarsus length in two wild populations of house sparrow, and correct for this using genomic control. Our results indicate that since allele frequencies in large parts of the genome may change when selection acts on a heritable trait, such selection is likely to have considerable and immediate consequences for the eco-evolutionary dynamics of the affected populations.

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Statista (2024). E-commerce companies' measures to reduce inflation's impact in Italy 2023 [Dataset]. https://www.statista.com/statistics/1382578/actions-to-reduce-e-commerce-inflation-italy/
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E-commerce companies' measures to reduce inflation's impact in Italy 2023

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Dataset updated
May 7, 2024
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Jan 2023 - Mar 2023
Area covered
Italy
Description

Professionals from Italian e-commerce players faced inflation's impact on their business. A survey from early 2023 showed that about four in ten companies had decreased margins to keep similar prices, whereas 31 percent of surveyed professionals stated their companies maintained similar prices but reduced discounts.

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