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Teaches econometrics and forecasting at the University of Colorado Denver. He has over 15 years of econometric experience in both the private and public sector.

Daniel L. Jerrett, Ph.D.

Abdel M. Zellou, Ph.D.

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Remote Training: Applied Time Series in Python

Rising long-term yields a global phenomenon

Sandy Batten

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The Consumer Price Index increased 0.4% m/m in December, up from 0.3% m/m in November and 0.2% m/m in each of the four preceding months. The Action Economics Forecast Survey had looked for a 0.3% m/m gain. The December monthly increase pushed up the y/y rate to 2.9%, its highest since February, from 2.7% in November. The three-month increase in the headline CPI jumped to 3.9% at an annual rate in December from 3.0% in November. This rate had increased in each of the five previous months. The core CPI (that is, excluding food and energy prices) rose a slightly less-than-expected 0.2% m/m in December following four consecutive months in which the core index increased 0.3% m/m. The Action Economics Survey had expected a 0.3% monthly gain. The y/y rate of advance slowed to 3.2% after four months of a 3.3% annual increase.

Energy prices jumped up 2.6% m/m (-05% y/y), their largest monthly gain since August 2023, accounting for 40% of the monthly increase in the headline index. Monthly price increases were widespread across energy categories, led a 4.4% monthly advance in seasonally adjusted gasoline prices. Not seasonally adjusted gasoline prices usually decline in December. They did fall 1.1% m/m last month, but the seasonal adjustment factor looked for a significantly steeper decline. Food prices rose 0.3% m/m versus a 0.4% monthly gain in November. The y/y increased to 2.5%, the highest annual gain since January, from 2.4%. Cereal and bake goods led the monthly increase with a 1.2% monthly gain, more than offsetting the 1.1% m/m decline in November. Egg prices were up another 3.2% m/m in December, bringing their gain for the past twelve months to a staggering 36.8%.

Goods prices less food and energy edged up 0.1% m/m (-0.5% y/y) in December. Prices of used cars and trucks slowed but still advanced 1.2% m/m (-3.3% y/y) in December on top of a 2.0% m/m increase in November and a 2.7% monthly gain in November. Prices of new vehicles increased 0.5% m/m (-0.4% y/y) following a 0.6% monthly increase in November.

Services prices increased 0.3% m/m in December, the same monthly rise as in November. The y/y rate slipped to 4.4%, the lowest since December 2021 but still well above the 2.5%-2.9% range that existed prior to the pandemic. Service prices less energy services also increased 0.3% m/m in November with the y/y rate also edging down to 4.4%. Shelter prices rose 0.3% m/m in December, the same monthly increase as in November. Both rent of primary residence and owners’ equivalent rent increased 0.3% m/m. Lodging away from home fell 1.0% m/m after having jumped 3.2% m/m in November. Transportation service prices increased 0.5% m/m in December after having been unchanged in November, led by a 3.9% jump in airfares. Motor vehicle insurance prices reaccelerated in December, rising 0.4% m/m after edging up just 0.1% in November and falling 0.1% in October. Prices of medical services slowed with a 0.2% m/m increase in December, down from 0.4% in each of previous two months, bring the y/y rate of advance down to 3.4% from 3.7% in November.

CPI services prices less energy services and the two rent measures is a relatively new core measure that is watched carefully by the Federal Reserve. It increased 0.2% m/m in December, down from 0.3% m/m in November with the y/y rate edging down to 4.2% from 4.3%. While the gradual slowdown over 2024 has been encouraging, the annual rate remains well above the range in which this measure fluctuated prior to the pandemic.

The Consumer Price figures can be found in Haver's **USECON** database. The expectations figure is contained in the **AS1REPNA** database.

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- The headline CPI increased 0.4% m/m. pushing the y/y rate up to 2.9%, the highest rate since July.
- The core index rose 0.2%, pushing the y/y rate down to 3.2% after four months at 3.3%.
- Energy prices were up markedly as the normal decline in gasoline prices was much less than the seasonal factors had anticipated.
- Services prices less energy remained elevated although the y/y rate slowed to 4.4%, the lowest since February 2022.

U.S. Headline Consumer Price Inflation Edged Up in December

Kathleen Stephansen, CBE

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Mortgage applications jumped 33.3% (6.6% y/y) in the week ended January 10, after a decline of 3.7% (-11.6% y/y) in the week ended January 3, and ending a streak of four consecutive weekly declines. Applications for loans to purchase a house jumped 26.9% (-0.1% y/y) in the week ended January 10, following a drop of 6.6% (-14.1% y/y) in the week ended January 3. Applications to refinance a loan surged 43.5% (22.2% y/y) in the latest week, after a rise of 1.5% (-5.7% y/y) in the prior week. These data are from the Mortgage Bankers Association's (MBA) Weekly Mortgage Applications Survey and the amounts quoted are seasonally adjusted.

The effective interest rate on a 30-year fixed rate loan was 7.28% in the week ended January 10, up 10bps from 7.18% in the week ended January 3. The effective rate on a 15-year fixed rate mortgage inched down 1bp to 6.61% in the week ended January 10 from 6.62% in the week ended January 3. The rate on a 30-year jumbo loan rose 2bps to 7.22% in the latest week from 7.20% in the January 3 week. The rate on a 5-year ARM rose 31bps to 6.38% from 6.07% in the week ended January 3.

The share of applications to refinance an existing mortgage was 42.7% in the week ended January 10, up from 40.8% in the week ended January 3. The share of applications for ARMs was 5.0% in the latest week, up from 4.7% in the January 3 week.

The average loan size in the January 10 week was $367,100, up 2.1% (1.7% y/y) from $359,500 in the January 3 week. The average size of an application for a loan to purchase a house was up 1.3% (1.1% y/y) to $419,600 in the week ended January 10 from $414,400 in the week ended January 3. The average size of an application to refinance an existing loan rose by 6.0% (9.6% y/y) to $296,800 in the week ended January 10 from $279,900 in the week ended January 3. 

The Mortgage Bankers Association Survey covers 75% of all U.S. retail residential mortgage applications and has been conducted weekly since 1990. Respondents include mortgage bankers, commercial banks and thrifts. The base period and value for all indexes is March 16, 1990=100. The figures for weekly mortgage applications and interest rates are available in Haver’s **SURVEYS** database.

- Applications to purchase and to refinance loans jumped.
- Rates on 30-year fixed-rate loans rose moderately.
- Average loan size rose modestly in latest week.


U.S. Mortgage Applications Surged in the January 10 Week

Robert Brusca

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Industrial output in the European Monetary Union continued to struggle. In November, it has advanced (for the headline series excluding construction) for the second month in row. However, a sharp drop in September leaves the three-month change in output falling at a 4.8% annual rate. Output still grows by 0.2% at an annual rate over six months but falls by 1.9% year-over-year. The output path is not draconianly weak, it is not even clearly weakening further, it is simply still challenged, fighting what appears to be still-stiff headwinds.

**Manufacturing sector trends-** Manufacturing output results are nearly the same as for the headline. Manufacturing sectors show progressive weakening from 12-months, to 6-months, to 3-months for consumer goods output. Both consumer durables and nondurable goods output show sporadic weakens but it is only when they are combined that consumer goods output as a total makes the progressive nature of weakening apparent. Intermediate goods output declines on all horizons from 12-months to 6-months to 3-months, but it is not clearly trending. Capital goods output drops over 12 months and falls even more sharply over three months but manages to make a gain over six months preventing a clear statement about the trend being made.

**EMU PMI for MFG-** The manufacturing PMI for the EMU is below 50 for each of the last two months and over three months, six months, and 12 months as well.

**QTD: Quarter-to-date-** Quarter to date IP tracking shows declines in all sectors except capital goods output. Tracking output developments since COVID arrived from January 2020-to-date, output is higher only for overall consumer goods and that is driven only by the component consumer nondurable goods output. However, capital goods output is nearly unchanged on that horizon; the current level of capital goods output is lower than its January 2020 level by only 0.5%.

**Growth rankings-** The ranking of year-on-year growth rates for November compared to all year-on-year growth rates since early-2007 shows no sector ranking higher than 38%. All rankings are below their median rates of growth over this period. The growth ranking for overall IP and for manufacturing are near their 25th percentiles marking them essentially lower quartile growth results.

**Country data**
The country data for 13 EMU members show four declines in November month-to-month following five with month-to-month declines in October and seven in September. The breadth of weakness on this measure has been diminishing. The country of declining output over 12 months, six months, and three months has been progressively falling as well -another good sign. And the median annualized growth rate has been rising over this span. However, quarter-to-date as of November, there are still seven countries showing output declines in progress with one at unchanged. Output is rising QTD in only five of thirteen EMU nations. However, in terms of growth rankings, there is relatively stronger growth only for the smallest countries in the EMU.

**Summing up**
Growth rankings are above the 50% median mark only for Finland, Greece, Belgium, and Malta. The big four economies Germany, France, Italy, and Spain, each have growth rankings below their respective historic medians with an average ranking of 26.5% - again near the lower quartile border. The EMU area is performing poorly with growth sputtering and weak growth still the order of business across sectors as well as across member nations.

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Europe

EMU Industrial Output Sputters Ahead

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The Producer Price Index for final demand rose 0.2% (3.3% y/y) in December, following an increase of 0.4% (3.0% y/y) during November, according to the Bureau of Labor Statistics (BLS). The December monthly reading compared to a 0.4% rise expected in the Action Economics Forecast Survey. Producer prices excluding food, energy & trade services edged 0.1% higher (3.3% y/y) following a similar monthly rise (3.5% y/y) in November. The PPI excluding food & energy was unchanged (3.5% y/y) in December after rising 0.2% (3.5% y/y) in November. The BLS reported that on an unadjusted basis, prices for final demand increased 3.3% in 2024 after moving up 1.1% in 2023, while prices for final demand excluding food, energy & trade services rose 3.3% in 2024 following a 2.7% advance in 2023.

Final demand food prices eased 0.1% (4.7% y/y) in December, following a rise of 2.9% (4.9% y/y) in November, revised from a rise of 3.1% (4.9% y/y). Prices for fresh and dry vegetables declined by 14.7% (+21.3% y/y), while egg prices rose 0.5% (127.9% y/y) after a surge of 55.6% over the month in November.

Energy prices increased 3.5% (-2.0% y/y) during December, after holding steady (-6.1% y/y) in November, revised from a rise of 0.2% (-6.2% y/y). Gasoline costs rose 9.7% (-2.5% y/y) while home heating oil prices rose 4.0% (-12.6% y/y). Electric power prices rose 1.0% (1.8% y/y) and natural gas costs gained 0.7% (2.2% y/y). Diesel fuel dropped 1.3% (-13.9% y/y).

Final demand goods prices excluding food & energy were unchanged over the month (2.1% y/y) during December, following a rise of 0.2% (2.2% y/y) in November. Core finished consumer goods prices increased 0.1% (2.4% y/y) after a rise of 0.3% (2.3% y/y) in November. The increase in core nondurable goods prices rose 0.1% (2.9% y/y) last month after a rise of 0.4% (2.9% y/y) in November. Durable consumer goods prices rose 0.2% (1.6% y/y) in December following a rise of 0.1% (1.3% y/y) in November. Capital equipment prices rose 0.2% (2.8% y/y) last month following a similar monthly rise (2.7% y/y) in November. Core government-purchased goods prices edged 0.1% higher (2.1% y/y) in December, after similar monthly and year-on-year rises in November.

Final demand services prices were unchanged (4.0% y/y) in December after rising 0.3% (3.9% y/y) in November. Trade services prices eased 0.1% (+4.4% y/y) last month following a rise of 0.7% (3.2% y/y). Trade of finished goods prices were unchanged (3.8% y/y) in December, after rising 0.6% (2.8% y/y) in November. Prices for final demand transportation and warehousing services rose 2.2% (2.1% y/y) last month, after falling 0.6% (-0.3% y/y) in November. Services prices less these costs fell 0.2% (+4.1% y/y) last month, after a rise of 0.2% (4.7% y/y) in November.

Construction costs rose 0.2% (1.7% y/y) in December, after holding steady (+1.6% y/y) during November.

Prices for intermediate demand of processed goods rose 0.3% (0.2% y/y) in December after holding steady (-0.6% y/y) in November. Processed energy goods prices rose 1.6% last month after easing 1.2% in November, while food prices rose 0.4% following a 0.8% advance in November.

The PPI data are published by the Bureau of Labor Statistics and can be found in Haver’s **USECON** database. Further detail is contained in **PPI** and **PPIR**. The expectations figures are available in the **AS1REPNA** database.

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- Overall index rise softer than expected.
- Advance in core goods prices is steady.
- Advance in services price is steady.

U.S. PPI and Core PPI Gains Ease in December

Winnie Tapasanun

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The NFIB Small Business Optimism Index rose to 105.1 in December, the eighth m/m rise in nine months and the highest level since October 2018, after an 8.0-point rise to 101.7 in November, according to the Small Business Economic Trends survey conducted by the National Federation of Independent Business. This was the second straight month that the index was above the 51-year average of 98. The index, up from its recent low of 88.5 in March 2024 and 91.9 in December 2023, was also above a high of 102.5 in June 2021 and a high of 104.0 in October 2020. Seven of the 10 index components rose, two fell, and one was unchanged. The NFIB Small Business Uncertainty Index declined to 86 in December, the lowest level since June 2024, from 98 in November; however, it was well above its recent low of 65 in November 2023 and a low of 55 in June 2022.

The outlook for business conditions in the next six months remained positive for the second consecutive month in the latest survey. The net balance of respondents expecting the economy to improve jumped to 52% in December, the seventh m/m rise in eight months and the highest level since March 2002, on top of a 41-point surge to 36% in November; it was significantly above a record low of -61% in June 2022. Expected real sales rose to a net 22% in December after an 18-point gain to 14% in November, posting the second successive positive reading and the highest level since January 2020. The latest reading was up from a low of -21% in May 2023 and a low of -29% in July 2022. A net -13% of respondents reported higher nominal sales in the past three months, unchanged from November and registering the highest reading since June 2024. The latest result, however, was below the most recent positive reading of 1% in May 2022 and a peak of 9% in June 2021.

Plans to make capital outlays dipped to 27% in December following a six-point increase to 28% in November. These numbers were up from a low of 19% in September 2024 and a low of 19% in April 2023 but down from a high of 31% in October 2021. Plans to expand the business rose to 20% in December after an eight-point rise to 14% in November; the latest figure, up from a low of 2% in March 2023, registered the best reading since February 2020. Meanwhile, expected credit conditions increased to -2% in December, the highest reading since February 2020, from -5% in November; these readings were above a low of -11% in November 2023.

On the labor front, labor markets remained relatively tight. Forty-nine percent of respondents reported that qualified workers to fill job openings were hard to find in December, slightly up from 48% in November. These numbers were below a high of 57% in September 2023, a high of 61% in May 2022, and a peak of 62% in September 2021. A net 19% planned to increase employment in December, slightly up from 18% in November, but it was down from a high of 26% in May 2022 and a peak of 32% in August 2021. Notably, 35% reported positions not able to be filled in December, slightly down from 36% in November; these figures remained below a high of 51% in May 2022.

Overall earnings trends had remained in negative territory since December 2019. The figure was held at -26% in December and November, still a poor reading, following a one-point increase to -33% in October; these readings were below a high of -18% in March 2023 and a high of -5% in June 2021.

On the pricing front, inflation pressures, while trending down, remained at an inflationary level. The net percent raising their average selling prices held at 24% in December and November after a one-point easing to 21% in October; these numbers were slightly down from 25% in December 2023 and well below a high of 66% in March 2022. The percentage planning to raise prices registered at 28% in December and November following a one-point increase to 26% in October; these figures were below 32% in December 2023 and a high of 52% in March 2022.

Wage inflation, while relatively high, eased somewhat in the December survey. A net 29% of respondents raised compensation during the last three months, down from 32% reported in the November survey and registering the lowest reading since March 2021. It was down from a high of 46% in February 2023 and a peak of 50% in January 2022. A net 24% of firms planned to raise worker compensation in the next three months, down from an 11-month-high 28% reported in November; these numbers remained below a high of 30% in November 2023 and a high of 32% in October 2022.

Inflation continued to be an issue facing small businesses, as reported by 20% of NFIB members in December as the single most important problem. The December figure was unchanged from November and down from and a peak of 37% in July 2022. The quality of labor was the second important concern with 19% in December, unchanged from November. Other concerns (in December vs. November) included taxes (15% vs. 14%), the cost of labor (11% vs 11%), and government requirements (8% vs. 8%).

According to the Small Business Administration, there are 33 million small businesses in the United States, which employ 62 million workers. The NFIB surveys anywhere from 500 to 2000 respondents each month and the typical firm employs 10 people and reports gross sales of about $500,000 a year. The NFIB figures can be found in Haver’s **SURVEYS** database.

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- December NFIB Small Business Optimism Index up 3.4 pts. to 105.1.
- Uncertainty Index down 12 pts. to a six-month-low 86.
- Expectations for economy up 16 pts. to 52%, the highest since March 2002.
- Expected real sales up 8 pts. to 22%, the highest since January 2020.
- Inflation (20%) remains top business problem, followed by Quality of Labor (19%); both unchanged from November.

U.S. NFIB Small Business Optimism Rises Again in December; Highest Level Since October 2018

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The plot of the economy watchers readings since mid-2024 paints a pretty clear picture of the performance of the economy according to this metric. The chart shows the summary. The future conditions index, the current conditions index, and the reading for current conditions employment, have all been below diffusion values of 50 on a fairly steady basis. In addition, there has been little tendency for trend to take hold; there appears to be some modest up trending going on from early-2024 to later in the year. However, more recently we see some backfilling in terms of that progress. All told it's hard to make too much out of these readings other than to note that diffusion values have been slightly below 50, indicating slight deterioration in current conditions, in the employment market, and for expected future conditions. The results are not draconian. It's really just been a period of slight underperformance by the economy and for expectations for the future and in terms of the job market.

**December Current Index**
In December, among the nine component readings for the current index, four of them produced diffusion values above 50, indicating some net expansion. Corporate nonmanufacturers registered 50.5, the household sector generated a rating of 50.2, retailing came in at 50.4, while the services sector produced the highest reading at 51.1. All of these are readings very close to 50 and are not showing much in the way of growth. But being above 50, they are signaling some small net expansion. The contracting side of the ledger in December shows eating and drinking places with the diffusion value of 46.9, housing at 46.5, corporate manufacturers at 47.2, the overall corporate reading at 49.1, and the employment reading at 49.7. The current reading is an echo of the performance of the headlines plotted in the chart at the top, indicating a close clustering around the value of 50. There are a few sector readings with diffusion values slightly above 50 and a few with readings below 50. However, over 12 months we have net declines for all of the readings except for housing and for retailing.

Diffusion ratings pertain to month-to-month activity comparisons while the queue standings describe the December diffusion index ranked among its historic data on a longer timeline back to 2002. The ranking data put a slightly different spin on events because the current index, which is at 49.9, showing the barest decline in terms of the diffusion index, also has a queue standing at 69.6% which tells us that over this span the index has been stronger only about 30% of the time. A modest contraction is actually significantly stronger reading than Japan has been used to seeing over this 20-plus year period. Looking at the rankings across the components, we find only two have a percentile standing below their 50%-mark, employment at 29.2% along with corporate manufacturers at 47.8%.

**December Future Index**
The future index has a diffusion reading of 48.8; that shows a weakening compared to November's reading at 49.4. In December only two components have readings above the 50th percentile, services at 52.8 and nonmanufacturing corporations at 50.1; the latter is as bare bones a reading above 50 as possible. The remaining readings are below 50 indicating net contractions. The lowest being housing at 44.5, with three readings in the 47-diffusion range for corporate manufacturers, for eating and drinking establishments, and for retailing. As we saw with the current index, the 12-month change in the future index also shows a drop in the headline of 1.6 points with drops logged across most components with an increase only in nonmanufacturing corporations and an unchanged reading for retailing.

Queue percentile standings are weaker for the future index than for the current index. Its standing is only at 51.4% for the headline with four components having readings below the 50% mark, but for the most part, significantly below the 50% mark corporate manufacturers have a percentile standing at 45.1%, eating and drinking places have a ranking at 41.5%, housing has a ranking at 40.7%, and on the outlook for employment there is a reading at 30%.

On balance, the economy watchers index does not indicate much change in Japan's economy in December. The outlook deteriorates slightly from November, but it's still roughly unchanged in its diffusion value showing only slight deterioration; that continues to be the overall picture just as for the current index where deterioration continues to be the picture despite some reduction in the pace of slowing this month. The queue standings, however, show that the current index is posting numbers that are relatively firmer compared to what they've been over the last 20 years or so. The future index is much more modestly positioned compared to its historic readings.

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Japan

Economy Watchers Index Improves But Shows Shrinkage in December

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The OECD seven-country LEI rose in December and is gaining at an annual rate of 1.1% over three months, up marginally from a pace of 0.9% over six months and doubling its growth rate over 12 months. Still, all of these are modest numbers. Japan’s LEI was flat in December and shows LEI declines over three months, six months and 12-months. The U.S. shows a gain of 0.2% in December with a 1.8% annual rate rise over three months, a 1.3% pace over six months and the same 0.5% gain year-over-year as for the OECD7. The index levels show an OECD7 queue standing in its 66.8 percentile, the U.S. a tad stronger at its 68.2 percentile and Japan much weaker and below tis median pace at a 36-percentile standing.

The OECD likes to judge these indicators over six months. So, I construct six-month averages, and we see the same 0.4% U.S. and OECD7 gains on this average for its change month-to-month in December and November for both. Japan turns up flat in December on this metric and shows declines over three months and 12 months. In contrast, China shows declines on this averaged gauge in December and in November but shows growing momentum from 12-months to 6-months to 3-months. The 6-month growth rate show strength in the rankings for the U.S., China, and the OECD7. But Japan also sputters in terms of growth rates on 6-month changes with a 36-percentile standing.

The amplitude adjusted metrics show only France persistently with a reading below 100 - but Japan walks the line. The ratio to six months ago shows only Japan and Germany weakening. The queue standings show only Japan and Germany, with readings below their respective medians (values below 50%).

The OECD data are not very reassuring. While conditions show basic advancing trends, they are advancing slowly with little evidence of strength. The U.S. has the strongest standing on OECD index levels and growth rates, and they are largely in the 68th and 81st percentile ranges. Germany and Japan sport 36-percentile standings for their LEI index levels on amplitude adjusted readings. These are very weak reading for two important economies.

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OECD LEIS Creep Ahead

Tian Yong Woon

In our first economic letter of the year, we focus on China. Despite positive economic surprises in recent months (Chart 1) and growth now on track to meet the “around 5%” target, China’s recovery remains uneven and subject to downside risk. In response, China’s authorities have rolled out more fiscal and monetary easing measures (Chart 2), broadening both their scale and their scope. However, some observers continue to question whether these measures will be effective, particularly in addressing deeper structural issues.

Amid expectations of low interest rates and concerns about a deflationary spiral, investors have bought more Chinese bonds, driving yields to record lows (Chart 3). The continued decline in bond yields prompted the authorities to intervene on Friday and halt further bond purchases. Looking ahead, China faces several challenges, with US trade policy, in particular, a key concern (Chart 4).

Ahead of potential US trade actions, producers and importers have taken precautionary steps, boosting supplies, and thereby driving China’s export growth in recent months (Chart 5). Nonetheless, export prices have continued to decline, and the yuan has weakened further. Against this backdrop there will be much interest in this week’s upcoming data releases, including the highly anticipated Q4 GDP report (Chart 6).

**Recent developments**
Although there have been some positive developments, lingering macroeconomic challenges persist. On the one hand, the extent of economic surprises in China, as shown in Chart 1, remains largely positive, with a flurry of positive surprises late last year. On the other hand, concerns in sectors like the property market continue to weigh on the economy. Moreover, the pace of China’s economic recovery remains uneven across sectors, as reflected in the latest PMI readings. The manufacturing sector shows only mild expansions, while the non-manufacturing sector continues to grow at a faster pace. Nonetheless, President Xi has recently stated that China is on track to meet its growth target of "around 5%" for 2024. China’s real GDP growth has certainly stayed close to the 5% target, narrowly missing it with a 4.8% year-over-year growth in Q3.

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China’s authorities have pledged continued support for the economy. On the fiscal front, leaders have committed to increasing the budget deficit to 4% of GDP while maintaining a growth target of "around 5%", thereby providing more room for expenditure. Additionally, authorities have reportedly agreed to significantly increase special bond issuance to 3 trillion yuan ($409 billion) in 2025, setting a new annual record. To further stimulate consumption, the government announced an expansion of the home appliance trade-in subsidy program, increasing the eligible items from eight to twelve. Additionally, millions of government workers received pay raises, boosting their disposable income and potentially driving greater consumption. On the monetary side, the People’s Bank of China (PBoC) has reaffirmed its "moderately loose" policy stance, promising to further reduce the reserve requirement ratio and interest rates, though the timing of these moves remains unclear. While these measures signal a clear intent to support the economy, some observers argue that they may not be sufficient to spark a robust recovery. Others, however, believe that the cautious approach is appropriate given the current circumstances.

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The recent rally in China’s bond markets appears to be fuelled by expectations of continued monetary easing and concerns over a potential deflationary spiral, among other factors. Investors have stepped up their purchases of Chinese bonds, driving yields to record lows, with the 10-year government bond yield at one point falling below 1.6%, as shown in Chart 3. This stands in contrast to the US, where government bond yields have risen due to a market reassessment of Fed rate cuts and expectations surrounding President-elect Trump’s policies. China's December CPI reading, which dropped to a nine-month low of just 0.1% year-on-year, has further heightened concerns of deflation. These factors have reignited fears of a potential "Japanification" of China, drawing parallels to the 1990s when Japan experienced leverage, persistently low inflation (and often deflation) as well as weak consumption.

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**Looming headwinds, anticipatory moves**
Adding to China’s challenges are potential actions from incoming US President Trump, who has maintained a hawkish stance on China as America’s economic rival. At the core of Trump’s position is his dissatisfaction with China’s large and persistent current account surplus with the US, primarily driven by trade (Chart 4), and concerns about its impact on the US economy. Additional worries focus on China’s overcapacity, which has supported export growth, and the extensive use of state subsidies that were perceived to have harmed US industries. As a result, Trump’s proposed solution—tariffs as high as 60% on Chinese exports to the US—could undermine one of China’s few remaining growth drivers, namely trade.

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Producers and importers of Chinese goods have taken proactive steps in response to expected headwinds, with exports growing by double digits in October and December ahead of Trump’s return to office. Despite this, export prices have continued to decline (Chart 5), a trend some attribute to ongoing overcapacity in China. In response to potential US tariff actions, producers have also taken steps such as reorganizing supply chains and outsourcing from other economies. On the currency side, the yuan, along with many other Asian currencies, has depreciated significantly against the US dollar, which has made Chinese exports cheaper. However, whether a weaker yuan can fully offset the impact of looming US tariffs on China remains uncertain.

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**Upcoming data**
Looking ahead to the coming week, China’s data releases will be pivotal for investors in shaping their views on the economy. Along with its usual monthly reports, including retail sales, industrial production, unemployment, and house prices, China will release the highly anticipated Q4 GDP data (Chart 6), providing greater clarity on the economy's performance in 2024. Analysts will be keen to assess whether the recent easing measures are beginning to yield positive effects. Additionally, attention will likely turn to domestic travel and spending patterns during the upcoming Chinese New Year holidays later in the month, as these may offer insights into consumer sentiment and spending behaviour in period ahead.

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Asia

Economic Letter From Asia: On China

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Industrial production (IP) rose a larger-than-expected 0.9% m/m (0.5% y/y) in December following an upwardly revised 0.2% increase in November (-0.1% initially) and a downwardly revised 0.5% decline in October (-0.4% previously), data from the Federal Reserve Board showed. A 0.3% m/m December increase had been expected in the Action Economics Forecast Survey. The December IP index at 103.2 was the highest since June 2024; it was 4.2% above a low of 99.0 in September 2021 and 8.1% above a low of 95.5 in February 2021. The Fed estimated that increases in aircraft & parts output contributed 0.2 percentage point to December IP growth after the resolution of the Boeing strike. In Q4 2024, IP fell 0.2% q/q after falling 0.2% q/q in Q3 2024, dropping at a 0.6% annualized rate following a 0.8% Q3 annualized rate of decline. IP fell 0.3% in 2024 after rising 0.2% in 2023 and 3.4% in 2022.

By **industry groups**, manufacturing production gained 0.6% (0.03% y/y) in December following an upwardly revised 0.4% increase in November (+0.2% initially) and two consecutive m/m declines. Durable goods production rose 0.4% (-1.2% y/y) in December following a 0.9% rebound in November. This reflected m/m output rises of 6.3% (-5.6% y/y) in aerospace & miscellaneous transportation equipment, 1.7% (-1.9% y/y) in primary metals, 0.9% (-0.4% y/y) in fabricated metal products, and 0.5% (3.0% y/y) in electrical equipment, appliances & components. Notably, aircraft & parts production climbed 11.4% (-9.2% y/y), the largest m/m gain since May 2020, following a 0.7% November rebound. In contrast, the following durable goods categories fell m/m in December, including output drops of 2.0% (-3.7% y/y) in furniture & related products, 1.0% (-4.9% y/y) in miscellaneous durables goods, 0.7% (+3.8% y/y) in computer & electronic products, 0.6% (-5.7% y/y) in motor vehicles & parts, 0.6% (-1.3% y/y) in nonmetallic mineral products, 0.2% (+0.7% y/y) in machinery, and 0.2% (+2.7% y/y) in wood products.

Nondurable goods production rose 0.7% (1.4% y/y) in December after edging up 0.1% in November and October. The December rise reflected m/m output increases of all nondurable goods categories, including 1.6% (1.2% y/y) in petroleum & coal products, 1.5% (5.5% y/y) in printing & related support activities, 1.2% (-7.2% y/y) in apparel & leather goods, 0.8% (5.4% y/y) in chemicals, 0.6% (-1.0% y/y) in food, beverages & tobacco, 0.3% (1.3% y/y) in paper, 0.2% (-4.2% y/y) in plastics & rubber products, and 0.1% (2.3% y/y) in textiles & product mills.

Mining activity rose 1.8% (0.3% y/y) in December following an upwardly revised 0.5% decline in November (-0.9% initially). Utilities output rose 2.1% (4.3% y/y) following an upwardly revised 0.7% November drop (-1.3% initially). They increased for the second time in three months.

By **market groups**, business equipment output rose 1.4% (-4.3% y/y) in December following a 1.4% rise in November and two successive m/m decreases. Materials production advanced 1.2% (1.4% y/y) after virtually unchanged. Construction supplies production increased 0.9% (0.9% y/y) after holding steady. Consumer goods output rose 0.5% (0.3% y/y) in December after a 0.5% rebound, reflecting a 0.4% decline (-5.3% y/y) in durable consumer goods and a 0.7% gain (1.9% y/y) in nondurable consumer goods.

In **special classifications**, factory output of selected high-tech industries rose 1.1% (7.9% y/y) in December after holding steady in November (+0.3% initially) and four straight m/m rises. Manufacturing production excluding selected high-tech industries grew 0.6% (-0.2% y/y) following a 0.4% November rebound and two consecutive m/m declines. Manufacturing production excluding selected high-tech and motor vehicles & parts rose 0.7% (0.3% y/y) after a 0.2% November increase and three straight m/m decreases.

Capacity utilization rose to 77.6% in December, the highest since August, after holding at 77.0% in November (76.8% initially). The Action Economics Forecast Survey forecasted 77.0%. The December reading was 2.1 percentage points below its long-run (1972–2023) average. Manufacturing capacity utilization rose to 76.6% in December, the highest since September, from 76.2% in November (76.0% initially); the December rate was 1.7 percentage points below its long-run average.

Industrial production and capacity data are in Haver’s **USECON** database. Additional detail on production and capacity utilization can be found in the **IP** database. The expectations figures come from the **AS1REPNA** database.

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- Dec. IP +0.9% m/m (+0.5% y/y), up for the second straight month; IP Index at a 6-month high.
- Mfg. IP +0.6% m/m, w/ durable goods up 0.4% and nondurable goods up 0.7%.
- Mining activity +1.8% and utilities output +2.1%, up for the second month in three.
- Key categories in market groups all gain.
- Capacity utilization increases to a 4-month-high 77.6%.

U.S. Industrial Production Exceeds Expectations in December

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- Housing starts +15.8% (-4.4% y/y) to 1.499 mil. in Dec. vs. -3.7% (-14.3% y/y) to 1.294 mil. in Nov.
- Single-family starts highest since Feb. ’24; multi-family starts highest since Dec. ’23.
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