There are a variety of methods for forecasting future inflation rates, ranging from complex statistical models with hundreds of variables to hunches based on past experience. Using a simple statistical model and an even simpler estimating technique, we create a variety of projections, including various metrics regarded to be useful in predicting the trajectory of inflation. Then we compare the accuracy of their forecasts. Over all time periods, we find that no particular specification outperforms the others. During the 1990s, the median and 16 percent trimmed-mean measures, for example, outperformed all other specifications, and survey-based inflation expectations appear to do better during turbulent periods.
Almost everyone is concerned about inflation and wonders when and by how much prices will rise. To make well-informed decisions, households and companies require forecasts of future prices. Policymakers, whose duty it is to help those decisions by fostering price stability, require precise projections in order to keep track of inflation and make course changes as needed.
A statistical model can be used to acquire a look into the likely future. In this Commentary, we look at a few simple variants of these, as well as some even simpler rules of thumb, for forecasting Consumer Price Index (CPI) inflation. We begin with strategies for univariate forecasting. Then, in order to improve these projections, we look into the forecasting qualities of additional variables assumed to influence inflation, such as economic slack, underlying inflation, and survey measures of projected inflation. We examine the forecast accuracy of a variety of specs, as well as variants of each.
We discovered that there isn’t a single dominating specification that consistently beats all other forecast models over time. Simple data, such as annual inflation rates in alternative price-change measures and inflation expectations derived from surveys, have also proven to be more useful than the statistical models we tested over the last ten years.
Is it possible to forecast future inflation?
Various forecasting organizations place US CPI inflation in the range of 1.69 percent to 4.30 percent in 2022, and about 2.5 percent in 2023. CPI inflation is expected to fall in 2022 compared to 2021, according to almost all forecasting groups. The most current forecasts, on the other hand, show the opposite scenario. CPI inflation in the United States is predicted to be about 2.3 percent in the long run, up to 2024.
What does inflation’s future hold?
Year-on-year inflation rates have reached their greatest levels in over three decades as the global economy recovers from the COVID-19 epidemic. Is this higher inflation just a blip on the radar, or is it here to stay? Patricia Sanchez Juanino, Corrado Macchiarelli, and Barry Naisbitt explore US inflation possibilities for the next 18 months to answer these questions. They believe that inflation will peak at 5% in the coming months and then remain close to 4% in the near term: this may happen if, for example, inflation expectations continue to rise.
The 12-month CPI inflation rate in the United States reached its highest level since 1990 in October 2021, at 6.2 percent year-on-year. Pent-up demand and rising energy prices have been primary drivers of the increase, but supply chain constraints and spikes in other commodity prices have also played a role. A crucial policy question is whether the current rise in US inflation is only temporary, as it was in 2008, or if it signals the start of a longer era of inflation above the 2% objective, like it did in the 1970s and early 1980s.
The Federal Reserve has revised up its annual inflation predictions for both this year and next year as the year has progressed. The September median prediction for year-on-year PCE (household consumption) inflation in the fourth quarter increased to 4.2 percent this year and 2.2 percent next year. Both forecasts are higher than those issued in March: 2.4 percent in 2021 and 2% in 2022. Despite the fact that predictions have risen, Federal Reserve policymakers still expect inflation to decline considerably next year. The Federal Open Markets Committee (the group that decides on the right monetary policy stance) stated in November that it will cut its monthly purchases of Treasury securities and mortgage-backed securities, a policy known as tapering. However, it continued to emphasize that the spike in inflation, as reflected in its inflation estimates, was primarily transitory.
While we anticipate a reduction in inflationary pressure, we are concerned that the reduction will be insufficient. Annual US PCE inflation would grow from 1.2 percent in the fourth quarter of last year to 5.1 percent this year, then decline to 2.3 percent in the fourth quarter of 2022, according to the National Institute’s Autumn 2021 Global Economic Outlook. However, we believe that the risks are skewed to the upside, and that if they materialize, the Federal Reserve will be forced to tighten monetary policy sooner than it appears to be planning.
Inflation scenarios for 2022-23
To demonstrate the dangers, we employ Huw Dixon’s technique from Cardiff University, which allows us to make stylized assumptions about future monthly price fluctuations in order to generate various annual inflation routes over the next 18 months. Three scenarios are examined (rather than forecasts).
In the best-case scenario, monthly inflation reduces steadily until it reaches its average level for the five years prior to the pandemic in June of the following year, and then stays there. After that, the monthly price changes are converted into year-over-year inflation. On this measure, annual PCE inflation would decline to 2.1 percent in the fourth quarter of next year, roughly in line with the Federal Reserve’s consensus forecast.
We look at two other scenarios that are much less reassuring. We assume that the extent of monthly price increases decreases, but not as quickly or as far as before the pandemic, so that it reaches twice the pre-pandemic period average in June. In this instance, annual PCE inflation in the fourth quarter of next year would be 3.2 percent.
Finally, if monthly PCE inflation stays at its current level (0.3 percent) for the rest of the year, annual inflation in the fourth quarter of next year will be 3.9 percent. Figure 1 depicts the year-on-year inflation projected lines for several scenarios.
Figure 1: Year-over-year PCE inflation projections based on stylized monthly assumptions (percent)
The most intriguing aspect of these scenarios is that they all hint to annual inflation being near 5% in the next months. Figure 1 shows that, despite monthly inflation returning to the 2015-2019 average by next June, year-on-year inflation continues to rise over the following few months, reaching 5%, as lower monthly rises in 2020 are replaced by greater monthly increases this year. In the best-case scenario, annual inflation returns to 2% by the end of next year. If monthly inflation stays at 0.3 percent, year-over-year inflation will remain persistently close to 4%.
These are simply projections based on stylized assumptions, not forecasts or a deep examination of the underlying reasons influencing recent and future monthly price fluctuations. They are broadly consistent with the idea that annual inflation risks will remain strong through 2022, even if recent price hikes owing to supply chain disconnections fade away over time. If policies do not prevent inflation expectations from rising, the situation may worsen.
With its new mandate and a strong focus on maximum employment, the Federal Reserve expects a temporary (or, in today’s lingo, transitory) overshoot of inflation above its target, especially when it follows a long period of undershooting. If inflation expectations become skewed and wage-push inflation forces increase, a temporary overshoot could turn into a long-term one.
Higher inflation may be here to stay
According to our forecasts, the current rate of inflation could return to its target rate by the end of 2022. However, it appears that inflation will continue to exceed the objective for some years. If inflation reaches 5%, the Federal Reserve will need to significantly up its policy messaging, arguing that the spike is just temporary and convincing families, businesses, and financial markets that monthly inflation will soon revert to lower levels. If the current supply-chain disruption and global energy price increases end, its arguments will be strengthened.
The Federal Reserve has yet to clarify the timeframe of ending quantitative easing, reversing it, and subsequently raising policy interest rates. For example, an unexpected policy reversal to protect central bank credibility could cause a quick financial market slump and public sector balance sheet imbalances. How central banks respond to increasing inflation, through a mix of terminating quantitative easing and raising policy rates, will determine bond prices.
Inflation expectations are rising, and the Federal Reserve needs to create contingency plans for its actions if a 5% inflation rate appears to be embedded. If it lifts its inflation predictions again after its December meeting, as we expect, such contingency measures may be required sooner rather than later. Given the uncertainty about the duration of higher inflation, wages, and an employment rate that remains below pre-pandemic levels, we believe the Federal Reserve will be cautious in tightening policy, especially because it will have to choose between stabilizing below-target employment and stabilizing above-target inflation. Moving too far, too fast, risks squandering the best chance it has to avoid near-deflationary traps with interest rates at their lowest levels. They are likely to pay the price if it is a time of significantly above-target inflation.
- “US inflation peaking soon?” in National Institute of Economic and Social Research (Box A), Global Economic Outlook, Series B., No. 4, Autumn, pp. 24-30, is the basis for this article. ‘Global Economic Outlook’, Series B, No. 4, Autumn, NIESR (2021).
What is the inflation forecast for 2022?
According to predictions issued at the Fed’s policy meeting in December, central bankers expect inflation to fall to 2.6 percent by the end of 2022 and 2.3 percent by the end of 2023.
What is the forecast for inflation in 2021?
According to Labor Department data released Wednesday, the consumer price index increased by 7% in 2021, the highest 12-month gain since June 1982. The closely watched inflation indicator increased by 0.5 percent in November, beating expectations.
What is the cause of inflation?
He believes that demand in a pandemic economy soared as a result of extremely active fiscal and monetary actions in response to Covid-19. The Obama administration’s stimulus program for the 2008 recession was $787 billion; the Trump and Biden administrations’ combined stimulus packages total roughly $5 trillion.
Although that large sum of money has aided in the recovery of demand, the supply chain remains constrained. Wessel admitted that hindsight is 20/20, but he feels the policy was vital for a balanced recovery.
Dean Baker, the left-leaning Center for Economic and Policy Research’s co-founder, agrees. That assistance was required in order to have a more uniform recovery across the country.
Even though the boost helped the economy, he added, it occurred at a time when the epidemic was driving people to buy items rather than services. The purchases of couches, vehicles, refrigerators, and other things occurred as the country’s supply system remained strained, causing demand to rise.
In 30 years, how much will $100,000 be worth?
Many people considering investing may point to the S&P 500’s average yearly return of 10%, which has been its historical average for nearly a century. However, the index has had a good run recently, returning approximately 32% in the last year. For a while, the advances may be slowed.
Assume that the S&P 500 provides a 6% yearly average return from here. If you start with $100,000, you’ll end up with around $575,000 after 30 years (not counting dividends). Consider starting later but getting better results. Even if you make 8% per year for the next 20 years, you’ll only have $465,00 at the end of that time.
Longer investment horizons also provide the advantage of allowing the market’s overall rising trend to overcome any downturns. There have been multiple recessions, the Great Depression, wars, terrorist attacks, and a pandemic since the S&P 500 index was created in 1926. Despite all of the downturns, the S&P 500 has an average yearly return of 10%.
What is the likelihood of inflation?
In order to calm the economy and slow demand, the Federal Reserve may raise interest rates in response to rising inflation. If the central bank acts too quickly, the economy could enter a recession, which would be bad for stocks and everyone else as well.
Mr. Damodaran stated, “The worse inflation is, the more severe the economic shutdown must be to break the back of inflation.”
What will be the rate of inflation in 2023?
The revelation of new economic predictions that saw the Fed’s key policy interest rate climbing to 2.8 percent by sometime next year was the big news from the Federal Open Market Committee (FOMC or Fed) meeting on March 16. This is somewhat higher than the predicted neutral rate of 2.4 percent and significantly higher than the previously forecast peak of 2.1 percent in 2024. The Fed is justified to aim for a rate above neutral, given the persistence of high inflation and the strength of the US job market, but it may need to go much further if it wants to get inflation back to 2%. The Fed began its tightening course with a 0.25 percentage point raise at this meeting, as expected.
The Fed also caught up with the realities of inflation, which reached 4.6 percent in 2021 according to the Fed’s core measure. It now expects inflation to fall to 4.1 percent this year, down from 2.7 percent previously forecast. The Fed’s latest prognosis for this year is realistic, but it remains cautious in its projections for core inflation to drop to 2.6 percent in 2023 and 2.3 percent in 2024. Inflation is expected to be at or over 3% in the coming year.
Another hopeful, if not perplexing, component of the Fed’s forecasts is that the unemployment rate would remain steady at 3.5 percent over the next three years, despite monetary policy tightening. It’s unclear why inflation should fall as quickly as the Fed expects if unemployment stays around 0.5 percentage point below the Fed’s equilibrium rate projection.
In the future, the Fed will have several opportunity to change its mind and rectify these difficulties. For the time being, it appears to be on the right track.
Is inflation expected to fall in 2022?
Inflation increased from 2.5 percent in January 2021 to 7.5 percent in January 2022, and it is expected to rise even more when the impact of Russia’s invasion of Ukraine on oil prices is felt. However, economists predict that by December, inflation would be between 2.7 percent and 4%.
Will the US inflation rate rise?
Inflation in the United States is expected to hit a new 40-year high. The annual inflation rate in the United States is anticipated to grow to 7.9% in February 2022, the most since January 1982, and core inflation to 6.4 percent, the highest in 40 years. The monthly rate is 0.8 percent, which is higher than the 0.6 percent reported in January.