AP Charts & Analysis: Formerly dshort
Charting economic and market trends
Buffett Valuation Indicator: May 2026
by Jennifer Nash, 6/3/26
Following the Q1 GDP second estimate, the 'Buffett Indicator'—the ratio of corporate equities to GDP—now stands at 229.7%. This marks the second-highest reading in history, eclipsed only by the previous quarter.
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Cryptocurrencies: Bitcoin Sinks Below $70K
by Jennifer Nash, 6/3/26
Bitcoin struggled for a third straight week, dropping below $70,000 for the first time since early April. BTC is currently down approximately 24% year-to-date and sits ~47% below its October 2025 record high.
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ISM Services PMI: Continued Expansion in May
by Jennifer Nash, 6/3/26
The Institute for Supply Management (ISM) released its May Services Purchasing Managers' Index (PMI), with the headline composite index at 54.5. This was higher than the forecast of 53.7 and keeps the index in expansion territory for a 23rd consecutive month.
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S&P Global Services PMI: Slower Expansion in May
by Jennifer Nash, 6/3/26
The May U.S. Services Purchasing Managers' Index (PMI) from S&P Global inched down 0.3 points to 50.7, indicating slower expansion in the services sector. The latest reading was lower than the forecast of 50.9 and was among the weakest months of expansion in the past 2.5 years.
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ADP National Employment Report: 122K Private Jobs Added in May
by Jennifer Nash, 6/3/26
The ADP employment report revealed that 122,000 nonfarm private jobs were added in May, the largest monthly growth since January 2025. The latest figure was just above the projected 118,000 addition.
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Gas Prices Drop to 1-Month Low
by Jennifer Nash, 6/2/26
Gas prices fell for a third straight week, reaching their lowest level since late April. As of June 1st, weekly prices were down 17 cents for regular and down 14 cents for premium gasoline.
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Market Valuation: Is the Market Still Overvalued?
by Jennifer Nash, 6/2/26
Here is a summary of the four market valuation indicators we update on a monthly basis.
- The Crestmont Research P/E ratio
- The cyclical P/E ratio using the trailing 10-year earnings as the divisor
- The Q ratio, which is the total price of the market divided by its replacement cost
- The relationship of the S&P composite price to a regression trendline
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Crestmont P/E and Market Valuation: May 2026
by Jennifer Nash, 6/2/26
Based on May's S&P 500 average of daily closes, the Crestmont P/E of 43.8 is 185% above its arithmetic mean, 213% above its geometric mean, and is in the 100th percentile of this 14-plus-decade series.
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Q-Ratio and Market Valuation: May 2026
by Jennifer Nash, 6/2/26
The Q Ratio is the total price of the market divided by the replacement cost of all its companies. As of May 2026, the latest Q-ratio is at 2.11, the highest level in history.
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P/E10 and Market Valuation: May 2026
by Jennifer Nash, 6/2/26
Here is the latest update of a popular market valuation method, Price-to-Earnings (P/E) ratio, using the most recent Standard & Poor's "as reported" earnings and earnings estimates, and the index monthly average of daily closes for the past month. The latest trailing twelve months (TTM) P/E ratio is 25.9 and the latest P/E10 ratio is 39.9, the highest level since 2000.
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Regression to Trend: S&P Composite 207% Above Trend in May
by Jennifer Nash, 6/2/26
The inflation-adjusted S&P Composite Index was 207% above its long-term trend at the end of May.
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Job Openings Jump to Near 2-Year High in April
by Jennifer Nash, 6/2/26
Job openings jumped to their highest level in nearly two years in April, reaching 7.618 million vacancies according to the latest Job Openings and Labor Turnover Survey (JOLTS). This represents an increase of 731,000 from the previous month, the largest monthly rise since 2021.
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World Markets Watchlist: June 1, 2026
by Jennifer Nash, 6/1/26
Five of the nine indexes on our world markets watch list posted year-to-date gains through June 1, 2026.
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10-Year Treasury Yield Long-Term Perspective: May 2026
by Jennifer Nash, 6/1/26
The 10-year Treasury yield has experienced dramatic fluctuations, ranging from a peak of 15.68% in October 1981, during the height of the Volcker era, to a historic low of 0.55% in August 2020, amidst the economic uncertainty of the pandemic. At the end of May 2026, the weekly average stood at 4.47%.
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ISM Manufacturing PMI: Highest Level Since May 2022
by Jennifer Nash, 6/1/26
The Institute for Supply Management (ISM) manufacturing purchasing managers index (PMI) came in at 54.0 in May, marking the fastest expansion for the index since May 2022. The latest reading was higher than the 53.3 forecast and is the index's fifth straight month in expansion territory.
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S&P Global US Manufacturing PMI™: Highest Level Since May 2022
by Jennifer Nash, 6/1/26
U.S. manufacturing hit its highest level in four years, as the S&P Global PMI climbed 0.6 points to 55.1 in May. For a second straight month, the expansion was largely driven by defensive stockpiling as companies continue bracing for supply disruptions and price hikes linked to conflict in the Middle East.
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Moving Averages of the Ivy Portfolio and S&P 500: May 2026
by Jennifer Nash, 5/29/26
Valid until the market close on June 30, 2026
This article provides an update on the monthly moving averages we track for the S&P 500 and the Ivy Portfolio after the close of the last business day of the month.
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S&P 500 Snapshot: Win Streak Continues with Multiple Record Highs
by Jennifer Nash, 5/29/26
Building on the last week's strength, the S&P 500 rose every day this week and set multiple new record highs. With a 1.6% weekly increase, the index secured its ninth straight weekly gain, matching its longest winning streak from 2023.
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Treasury Yields Snapshot: May 29, 2026
by Jennifer Nash, 5/29/26
The yield on the 10-year note finished May 29, 2026 at 4.45% while the 2-year note ended at 3.98%.
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Chicago PMI Surges to 4-Year High
by Jennifer Nash, 5/29/26
The Chicago Purchasing Managers’ Index surged 13.5 points in May to a four-year high of 62.7, signaling an expansion in regional business activity. This marks the largest monthly increase since 2020 and was significantly higher than the projected 50.6.
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The Big Four Recession Indicators
by Jennifer Nash, 5/28/26
Official recession calls are the responsibility of the NBER Business Cycle Dating Committee, which is understandably vague about the specific indicators on which they base their decisions. There is, however, a general belief that there are four big indicators that the committee weighs heavily in their cycle identification process.
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GDP Per Capita: Q1 2026 Second Estimate
by Jennifer Nash, 5/28/26
The second estimate for Q1 GDP came in at 1.62%, an acceleration from 0.48% for the Q4 final estimate. With a per-capita adjustment, the headline number is lower at 1.44%, a pickup from 0.18% for the Q4 headline number.
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An Inside Look at the Q1 2026 GDP Second Estimate
by Jennifer Nash, 5/28/26
Real gross domestic product (GDP) is comprised of four major subcomponents. In the Q1 2026 GDP second estimate, three of the four components made positive contributions.
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Two Measures of Inflation: April 2026
by Jennifer Nash, 5/28/26
Inflation remains a hot topic, directly impacting everything from your grocery bill to interest rates. As of the latest data, two key inflation gauges — the Personal Consumption Expenditures (PCE) Price Index and the Consumer Price Index (CPI) — show that prices are still above the Federal Reserve's 2% target, with the core PCE at 3.3% and core CPI at 2.8%.
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The Big Four Recession Indicators: Real Personal Income
by Jennifer Nash, 5/28/26
Personal income (excluding transfer receipts) was down 0.05% in April and was up 2.68% year-over-year. However, when adjusted for inflation using the BEA's PCE Price Index, real personal income (excluding transfer receipts) was down 0.44% month-over-month and down 1.04% year-over-year.
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New Home Sales Fall 6% in April as Median Price Surges
by Jennifer Nash, 5/28/26
New home sales fell more than expected in April while the median price experienced its largest jump in seven years.
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Real Disposable Income Per Capita Down 0.5% in April
by Jennifer Nash, 5/28/26
With the release of April's report on personal incomes and outlays, we can now take a closer look at "real" disposable personal income per capita. To two decimal places, disposable income per capita was up down 0.10% month-over-month. But when adjusted for inflation, real disposable income per capita was down 0.50%.
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Durable Goods Orders Jump 7.9% in April, More Than Expected
by Jennifer Nash, 5/28/26
New orders for manufactured durable goods jumped 7.9% in April to $345.96B, almost twice as much as the projected 4.0% monthly growth.
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Q1 GDP Second Estimate: Real GDP at 1.6%, Lower Than Expected
by Jennifer Nash, 5/28/26
U.S. economic growth rebounded at the beginning of 2026, according to the BEA’s latest estimate. Real GDP rose at 1.6% annual rate in Q1, falling short of the 2.0% forecast but marking an acceleration from the 0.5% final estimate seen in Q4 of last year.
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Core PCE Inflation at 3.3% in April, Highest Level Since 2023
by Jennifer Nash, 5/28/26
The Federal Reserve’s preferred inflation gauge, the core PCE price index, climbed 3.3% year-over-year in April. This marks the highest level since November 2023 and marks a steady pickup from March's 3.2% reading. On a monthly basis, core prices rose 0.2%.
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Initial Unemployment Claims Up 5K, Higher Than Expected
by Jennifer Nash, 5/28/26
In the week ending May 23rd, initial jobless claims were at a seasonally adjusted level of 215,000. This represents an increase of 5,000 from the previous week's figure and was higher than the forecast of 211,000.
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Two Measures of Consumer Attitudes: May 2026
by Jennifer Nash, 5/27/26
What are consumers thinking about the economy? Their collective mood offers crucial clues for businesses, investors, and policymakers alike. In May, the two leading benchmarks, the University of Michigan’s Consumer Sentiment Index (MCSI) and the Conference Board’s Consumer Confidence Index (CCI), offered similar views with both retreating amid ongoing inflation concerns.
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Richmond Manufacturing Index Reaches Near 5-Year High
by Jennifer Nash, 5/27/26
Fifth district manufacturing activity increased in May according to the most recent survey from the Federal Reserve Bank of Richmond. The composite manufacturing index rose ten points points to 13, marking the highest level in nearly five years. This month's reading was above the forecast of 4.
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Dallas Fed Manufacturing: Slower Growth in May
by Jennifer Nash, 5/26/26
The Dallas Fed released its Texas Manufacturing Outlook Survey (TMOS) for May. The general business activity index rose 2.7 points to 0.4, indicating slower growth of manufacturing activity and stable business conditions perceptions.
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Consumer Confidence Dipped in May as Inflation Intensifies
by Jennifer Nash, 5/26/26
The Conference Board's Consumer Confidence Index® fell for the first time in four months in May, dropping 0.7 points to 93.1. Despite the slight dip, the index came in above the forecast of 91.9.
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Chicago Fed National Activity Index: Economic Growth Increased in April
by Jennifer Nash, 5/26/26
The Chicago Fed National Activity Index (CFNAI) rose to +0.14 in April from -0.15 in March. Two of the four broad categories of indicators used to construct the index increased from March, and two categories made positive contributions.
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S&P Cotality Case-Shiller Index: Housing Slowdown Intensifies
by Jennifer Nash, 5/26/26
Home prices fell for the first time in eight months in March according to the S&P Cotality Case-Shiller index, as the housing slowdown intensifies. On a seasonally adjusted basis, the national index dropped 0.2% month-over-month and was up 0.7% year-over-year, the slowest pace since June 2023.
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FHFA House Price Index Reaches New Record High in March
by Jennifer Nash, 5/26/26
The Federal Housing Finance Agency (FHFA) House Price Index (HPI) reached a new record high in March, rising 0.1% to 441.6.
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Consumer Sentiment Sinks to Record Low as Cost of Living Concerns Intensify
by Jennifer Nash, 5/22/26
Consumer sentiment sank for a third straight month to another record low amid intense cost of living concerns and stubbornly high prices. The final May reading for the University of Michigan Consumer Sentiment Index came in at 44.8, marking a 5-point drop from April and falling well below the month's preliminary estimate of 48.2.
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Zillow Home Value Index: "Real" Home Values Drop Sharply
by Jennifer Nash, 5/21/26
Home values continued their upward trend in April, according to the Zillow Home Value Index. However, after adjusting for inflation, real home values dropped sharply, remaining at their lowest level in over five years.
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Kansas City Fed Manufacturing Index: Activity Continued to Increase in May
by Jennifer Nash, 5/21/26
The Kansas City Fed Manufacturing Survey revealed regional activity continued to increase in May. The composite index came in at 8 this month, down slightly from 10 in April but still indicating continued expansion.
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Philadelphia Fed Manufacturing Index: Lowest Level of 2026
by Jennifer Nash, 5/21/26
The latest Philadelphia Fed manufacturing index showed activity weakened in May, with the index sinking 27.1 points to -0.4. The latest reading marked the lowest level for the index this year and was worse than the forecast of 17.6.
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Building Permits Rise 5.8% in April, Higher Than Expected
by Jennifer Nash, 5/21/26
Building permits rose 5.8% to a seasonally adjusted annual rate of 1.442 million. The latest reading exceeded the forecast of 1.380 million.
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Housing Starts Fall 2.8% in April, Higher Than Expected
by Jennifer Nash, 5/21/26
Housing starts fell 2.8% in April to a seasonally adjusted annual rate of 1.465 million. The latest reading exceeded the projected 1.420 million.
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Margin Debt Up 6.8% in April to a Record High
by Jennifer Nash, 5/20/26
Margin debt rose for the first time in three months to a record high in April, coming in at $1.30 trillion. This marked a 6.8% increase from March and a 53.3% rise compared to the previous year.
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Gas Prices Cross the $4 Mark in Nearly Every State
by Jennifer Nash, 5/19/26
Gas prices were relatively flat this week, remaining at their highest level in nearly four years. As of May 18th, weekly prices were down 1 cent for regular and were unchanged for premium.
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Pending Home Sales Up for Third Straight Month
by Jennifer Nash, 5/19/26
The National Association of Realtors® (NAR) pending home sales index rose 1.4% in April to 74.8, markings its third consecutive increase and highest level since November.
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NAHB Housing Market Index: Affordability Challenges Persist
by Jennifer Nash, 5/18/26
Builder confidence posted a modest gain in May despite persistent affordability challenges and economic uncertainty. The National Association of Home Builders (NAHB) Housing Market Index (HMI) rose 3 points from April to 37 this month, marking the 25th consecutive negative reading.
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The Big Four Recession Indicators: Industrial Production
by Jennifer Nash, 5/15/26
Industrial production rose more than expected in April, increasing 0.7% after a 0.3% decline in March. This was higher than the expected 0.3% growth and marks a 1.4% increase compared to one year ago.
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Empire State Manufacturing Survey: Highest Level in Four Years
by Jennifer Nash, 5/15/26
Manufacturing activity grew strongly in New York State, according to the Empire State Manufacturing May survey. The diffusion index for General Business Conditions rose 8.6 points to 19.6, its highest level in over four years.
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The Big Four Recession Indicators: Real Retail Sales
by Jennifer Nash, 5/14/26
Nominal retail sales were up 0.49% month-over-month and up 4.87% year-over-year in April. However, after adjusting for inflation, real retail sales were down 0.15% month-over-month and up 1.05% year-over-year.
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Retail Sales: Consumer Spending Rises for Third Straight Month
by Jennifer Nash, 5/14/26
According to the Census Bureau’s Advance Retail Sales Report, consumer spending climbed for the third consecutive month in April. While headline sales rose 0.5% (as expected), this marked a deceleration from March’s 1.6% surge, with much of the gain driven by higher prices at the pump.
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Multiple Jobholders Account for 5.2% of Workers in April 2026
by Jennifer Nash, 5/13/26
Multiple jobholders accounted for 5.2% of civilian employment in April.
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Producer Price Index: Wholesale Inflation Hits Highest Level Since 2022
by Jennifer Nash, 5/13/26
March’s Producer Price Index (PPI) data offered a significant reprieve for inflation watchers, as wholesale price growth came in broadly softer than expected.
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A Closer Look at Full-time and Part-time Employment: April 2026
by Jennifer Nash, 5/13/26
April's employment report showed that 17.5% of total employed workers were part time and 82.5% of total employed workers were full-time.
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Unemployment Claims and the CLF as a Recession Indicator: April 2026
by Jennifer Nash, 5/13/26
What does the ratio of unemployment claims to the civilian labor force tell us about where we are in the business cycle and recession risk?
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Inflation Since 1872: A Long-Term Look at the CPI
by Jennifer Nash, 5/12/26
The April release of the Consumer Price Index for Urban Consumers (CPI-U) places the year-over-year inflation rate at 3.81%. This marks the first time since May 2023 that inflation is above the post-WWII average of 3.72% and the second consecutive month that the current rate has dipped below the 10-year moving average, which currently sits at 3.24%.
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Short-Term Energy Outlook: May 2026
by Jennifer Nash, 5/12/26
The U.S. Energy Information Administration (EIA) has released its latest Short-Term Energy Outlook (STEO), providing forecasts for energy markets. This article presents the annual production outlooks for crude oil, natural gas, and natural gas liquids (NGLs), comparing the May 2026 projections against the previous month's estimates.
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Household Debt Rises to $18.79 Trillion in Q1 2026
by Jennifer Nash, 5/12/26
Total U.S. household debt climbed to a record $18.79 trillion in Q1 2026, a modest 0.1% ($18 billion) increase from the previous quarter. The overall rise was driven by increases across a handful of categories, specifically mortgage and auto loan balances.
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Inside the Consumer Price Index: April 2026
by Jennifer Nash, 5/12/26
Inflation affects everything from grocery bills to rent, making the Consumer Price Index (CPI) one of the most closely watched economic indicators. The Bureau of Labor Statistics (BLS) tracks this by categorizing spending into eight categories, each weighted by its relative importance.
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Real Middle Class Wages: April 2026
by Jennifer Nash, 5/12/26
This series has been updated to include the March release of the consumer price index as the deflator and the monthly employment update. The latest hypothetical real (inflation-adjusted) annual earnings are at $54,469, down 5.8% from over 50 years ago.
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NFIB Small Business Survey: Optimism Challenged by Inflation
by Jennifer Nash, 5/12/26
The NFIB Small Business Optimism Index inched up 0.1 points to 95.9, remaining below the index's historical average for a second straight month.
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Consumer Price Index: Inflation at 3.8% in April
by Jennifer Nash, 5/12/26
Inflation surged to 3.8% year-over-year in April, hitting its highest level in nearly three years. The headline figure for the Consumer Price Index (CPI) was slightly above the forecast of 3.7%, driven primarily by cost increases in energy, shelter, and food.
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Existing Home Sales Modestly Boosted in April
by Jennifer Nash, 5/11/26
Existing home sales were modestly boosted in April, inching up 0.2% following a 2.9% decline in March. According to the National Association of Realtors (NAR), sales reached a seasonally adjusted annual rate of 4.02 million units, falling just short of the projected 4.05 million.
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The Big Four Recession Indicators: April 2026 Employment
by Jennifer Nash, 5/8/26
There is a general belief that there are four big indicators that the NBER Business Cycle Dating Committee weighs heavily in their cycle identification process. This commentary focuses on one of these indicators: nonfarm employment. In April, total nonfarm payrolls increased by 115,000 while the unemployment rate remained at 4.3%.
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Employment Report: 115K Jobs Added in April, Better Than Expected
by Jennifer Nash, 5/8/26
The latest employment report showed that 115,000 jobs were added in April, down from March's 185,000 gain. This figure was better than the projected addition of 65,000 jobs. Meanwhile, the unemployment rate remained at 4.3%, as expected.
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Secular Bull and Bear Market Trends: April 2026
by Jennifer Nash, 5/7/26
The S&P 500 real monthly averages of daily closes reached a its all-time high in January 2026. Let's examine the past to broaden our understanding of the range of historical bull and bear market trends in market performance.
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The S&P 500, Dow, and Nasdaq: Real Returns Since the 2000 Peak (April 2026)
by Jennifer Nash, 5/7/26
Here is a look at real (inflation-adjusted) charts of the S&P 500, Dow 30, and Nasdaq composite since their 2000 highs. We've updated this through the April 2026 close.
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Vehicle Sales Fall 1.5% in April
by Jennifer Nash, 5/7/26
Vehicle sales fell for the first time in three months in April, coming in at a seasonally adjusted annual rate of 15.920 million units. This represents a 1.5% decline from the previous month and a 7.1% drop from one year ago.
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The Total Return Roller Coaster: April 2026
by Jennifer Nash, 5/6/26
Here's an interesting set of charts that will especially resonate with those of us who follow economic and market cycles. Imagine that five years ago you invested $10,000 in the S&P 500. How much would it be worth today, with dividends reinvested but adjusted for inflation?
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Market Valuation, Inflation and Treasury Yields - April 2026
by Jennifer Nash, 5/6/26
Our monthly market valuation updates have long had the same conclusion: US stock indexes are significantly overvalued, which suggests cautious expectations for investment returns. This analysis focuses on the P/E10 ratio, key indicator of market valuation, and its correlation with inflation and the 10-year Treasury yield.
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Trade Deficit Expands 4% in March
by Jennifer Nash, 5/5/26
The U.S. trade deficit expanded over 4% in March to $60.31B after expanding nearly 6% the previous month. The latest reading barely missed the forecast of -$61.00B.
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Fed’s Interest Rate Decision: April 29, 2026
by Jennifer Nash, 4/29/26
The Federal Reserve concluded its third meeting of the year by holding the federal funds rate (FFR) steady in the 3.50%-3.75% range.
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Home Ownership Rate at 65.3% in Q1 2026
by Jennifer Nash, 4/28/26
The Census Bureau released its latest quarterly report for Q1 2026 showing the latest homeownership rate is at 65.3%.
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Richmond Manufacturing Index Reaches 20-Month High
by Jennifer Nash, 4/28/26
Fifth district manufacturing activity increased in April according to the most recent survey from the Federal Reserve Bank of Richmond. The composite manufacturing index rose three points points to 3, marking the highest level for the index in 20 months. This month's reading was above the forecast of 2.
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America's Driving Habits: February 2026
by Jennifer Nash, 4/20/26
Travel on all roads and streets increased in February. The 12-month moving average was up 0.19% month-over-month and was up 1.07% year-over-year. However, if we factor in population growth, the 12-month MA of the civilian population-adjusted data (age 16-and-over) was up 0.16% month-over-month and up 0.36% year-over-year.
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Chart-ing the Economy: Week of April 6-10th, 2026
by Jennifer Nash, 4/17/26
While recent market performance reflects optimism over potential geopolitical de-escalation, underlying economic data reveals a complex landscape of intensifying price pressures and cooling growth. This article examines the major economic news from the week of April 6-10th, 2026.
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The Four Bad Bears: A Century of Market Recovery
by Jennifer Nash, 4/9/26
While every market downturn is unique, history offers a crucial lens for understanding recovery. This chart series provides a comprehensive overlay of the Four Bad Bears in U.S. history since the 1929 peak, comparing their recovery paths through the S&P 500's close on March 31, 2026.
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March Madness: The 2026 AP Charts Bracket
by Jennifer Nash, 3/16/26
With the NCAA tournament beginning in just a few days, we’ve applied the bracket format to our own research. While economic theory often dictates what should be most important to investors, our reader engagement reveals which topics truly commanded investor attention over the past year.
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Olympic Arbitrage: Normalizing Success at the 2026 Winter Olympics
by Jennifer Nash, 3/5/26
The Milano-Cortina 2026 Winter Games concluded with a familiar hierarchy at the top of the medal table. But in the world of economic indicators, we rarely look at totals without normalizing for scale. The 2026 Winter Games are no different.
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Top 10 Charts of 2025
by Jennifer Nash, 1/8/26
Now that 2025 has come to an end, let’s take a look at the top 10 most-read charts of the year.
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RecessionAlert Weekly Leading Economic Index
by Jennifer Nash, 12/29/25
The weekly leading economic index (WLEI) is a composite for the U.S economy that draws from over 20 time-series and groups them into the following six broad categories which are then used to construct an equally weighted average. As of December 12th, the index was at 6.71 with 3 of the 6 components in expansion territory.
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U.S. Workforce Recovery Analysis: November 2025
by Jennifer Nash, 12/23/25
Our monthly workforce recovery analysis has been updated to include the latest employment report for November. The unemployment rate inched up to 4.6%, its highest level since 2021. Additionally, the number of new non-farm jobs (a relatively volatile number subject to extensive revisions) came in at 64,000.
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Baby Boomer Employment Through the Decades: September 2025
by Jennifer Nash, 11/26/25
The 20th century Baby Boom was one of the most powerful demographic events in the history of the United States. We've created a series of charts to show seven age cohorts of the employed population from 1948 to the present.
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Employment Trends for the 50+ Workforce: September 2025
by Jennifer Nash, 11/26/25
Today, one in three of the 65-69 cohort, one in five of the 70-74 cohort, and one in ten of the 75+ cohort are in the labor force.
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Long-Term Employment Trends by Age and Gender: September 2025
by Jennifer Nash, 11/26/25
The labor force participation rate (LFPR) is a simple computation: You take the civilian labor force (people aged 16 and over employed or seeking employment) and divide it by the civilian non-institutional population (those 16 and over not in the military and or committed to an institution). As of September, the labor force participation rate is at 62.4%, up from 62.3% the previous month.
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Household Incomes: The Decline of the "Middle Class" 2024 Update
by Jennifer Nash, 9/19/25
The median household is the statistical center of the Middle Class. Let's take a closer look at the Census Bureau's latest annual household income data with a focus on middle class income. In this update, we'll focus on the growing gap between the median (middle) and mean (average) household incomes across the complete time frame of the Census Bureau's annual reporting from 1867 to 2024.
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Household Incomes 2024: The Value of Higher Education
by Jennifer Nash, 9/19/25
What is the relationship between education and household income? The Census Bureau’s 2024 annual survey data provides valuable insights into this question. The median household income for individuals aged 25 and older was $85,580, but how does this figure vary based on educational attainment?
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Chart-ing the Economy: Week of September 8th - 12th
by Jennifer Nash, 9/17/25
Last week's economic data presented a challenging picture for the U.S. economy with key inflation reports delivering conflicting signals and a timely labor market indicator added to the narrative of a softening labor market. Read through the major economic news from the week of September 8th - 12th.
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Median Household Income by State: 2024 Update
by Jennifer Nash, 9/17/25
The median US income in 2024 was $83,730, up from $22,420 in 1984 — a 274% rise over the 40-year time frame. However, if we adjust for inflation chained in 2024 dollars, the 1984 median is $60.420 and the increase drops to 39%.
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Median Household Incomes by Age Bracket: 1967-2024
by Jennifer Nash, 9/17/25
Our commentary on household income distribution offers some fascinating insights into average U.S. household incomes, but misses the implications of age for income. In this update, we examine household income with a focus on age bracket.
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U.S. Household Incomes Over 50+ Years: The Great Divide
by Jennifer Nash, 9/17/25
The Census Bureau recently released its annual report on household income data for 2024. The mean (average) household income for the middle quintile rose 4.5% to $84,390. Let's take a closer look at the quintile averages, which date back to 1967, along with the statistics for the top 5%.
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Chart-ing the Economy: Week of September 2nd - 5th
by Jennifer Nash, 9/10/25
The U.S. labor market continued to show signs of cooling, with all major labor indicators pointing to a softening trend and a weak hiring environment. Read through the major economic news from the week of September 2nd - 5th.
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Chart-ing the Economy: Week of August 18th - 22nd
by Jennifer Nash, 8/27/25
Last week was dominated by a major event in the financial world, the Jackson Hole symposium, and the subsequent reaction from the markets. Read through the major economic news form the week of August 18th - 22nd.
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Chart-ing the Economy: Week of August 11th - 15th
by Jennifer Nash, 8/20/25
Last week, the S&P 500 had a rally that took it to three straight record highs but the momentum cooled as economic data painted a complex picture. Read through the major economic news from the week of August 11th-15th.
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Top 10 Charts of 2025: Midyear Review
by Jennifer Nash, 7/23/25
Now that we're more than halfway through 2025, let's take a look at the top 10 most-read charts so far for the year.
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Emerging Markets Watchlist: April 11, 2025
by Jennifer Nash, 4/14/25
Four of the nine indexes on our emerging markets watch list have posted gains through April 11, 2025. Chile's IPSA is in the top spot with a year to date gain of 11.2%. Brazil's IBOVESPA is in second with a year to date gain of 6.3% while Mexico's BMV IPC is in third with a year to date gain of 3.5%.
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Unemployment Claims Down 21K, Lower Than Expected
by Jennifer Nash, 3/6/25
In the week ending March 1st, initial jobless claims were at a seasonally adjusted level of 221,000. This represents a decrease of 21,000 from the previous week's figure. The latest reading was lower than the 234,000 forecast.
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Median Household Purchasing Power for the 50 States and DC: 2023 Update
by Jennifer Nash, 1/16/25
Earlier this week we posted an update on the median household income for the 50 states and DC which includes annual data from 1984 to 2023. Let's now look at the actual purchasing power of those median incomes. For this adjustment, we're using the "C2ER Cost of Living Index" produced by C2ER, the Council for Community and Economic Research.
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Unemployment Claims Drop to 11-Month Low
by Jennifer Nash, 1/9/25
In the week ending January 4th, initial jobless claims fell to their lowest level since February 2024. Initial jobless claims were at a seasonally adjusted level of 201,000, a decrease of 10,000 from the previous week's figure. The latest reading was better than the 214,000 forecast.
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CB Leading Economic Index: Small Rise in November
by Jennifer Nash, 12/19/24
The Conference Board Leading Economic Index (LEI) increased slightly in November. The index rose 0.3% from the previous month to 99.7 after eight consecutive monthly declines.
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Top 10 AP Charts of 2023
by Jennifer Nash, 12/29/23
As 2023 comes to an end, let’s revisit the top 10 most-read AP charts of the year.
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Holiday Greetings and Temporary Hiatus
by , 12/16/23
AP Charts and Analysis will be offline this week due to the holidays. We will resume publishing economic and market analysis and publish missed news on 12/26.
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Underlying Inflation Gauge Falls for 15th Straight Month
by Jennifer Nash, 10/12/23
The latest Underlying Inflation Gauge full data set for September is 2.9%, down 0.1% from last month, while the prices-only measure is 2.2%, down 0.2% from last month. Current Headline CPI is now 3.7% and Core CPI is 4.2%.
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Regional Fed Manufacturing Overview: September 2023
by Jennifer Nash, 9/28/23
Five out of the 12 Federal Reserve Regional Districts currently publish monthly data on regional manufacturing: Dallas, Kansas City, New York, Richmond, and Philadelphia. The September average of the five districts is -6.5, down from the previous month.
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The Philly Fed ADS Business Conditions Index
by Jennifer Nash, 9/28/23
We've updated our periodic look at the Philly Fed ADS Index which includes real GDP (Q2 2023 third estimate) and initial jobless claims through 9/23.
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The "Real" Goods on the August Durable Goods Data
by Jennifer Nash, 9/27/23
The Census Bureau has posted its advance report on new orders for durable goods for August. This series dates from 1992 and is not adjusted for either population growth or inflation. Let's review durable goods data with those two adjustments.
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Breaking Down the Components of the Chicago Fed National Activity Index
by Jennifer Nash, 9/25/23
The Chicago Fed's National Activity Index is based on 85 economic indicators drawn from four broad categories of data. Two of the four broad categories of indicators used to construct the index decreased from July. All four categories made negative contributions in August.
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A Long-Term Look: Residential Building Permits and Housing Starts
by Jennifer Nash, 9/19/23
The U.S. Census Bureau and the Department of Housing and Urban Development published their August findings for new residential housing starts and building permits. Over the long haul, the two series offer a compelling study of trends in residential real estate. Here is an overlay of the two series since the 1959 inception of the starts and permits data, which was tracked beginning a year later.
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Employment in Goods and Services Industries Since 1939
by Jennifer Nash, 9/7/23
The latest monthly employment report showed 187,000 nonfarm jobs were added in August. An industry breakdown of that number shows a gain of 151,000 service-providing jobs and a gain of 36,000 goods-producing jobs.
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Top 10 AP Charts of 2022
by Jill Mislinski, 12/23/22
Here's the top 10 most popular AP Charts of 2022.
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ECRI Weekly Leading Index Update
by Jill Mislinski, 9/30/22
Today's release of the publicly available data from ECRI puts the WLI at 145.6, up from the previous week's figure. The WLIg is at -10.3, up from last week and the WLI YoY is at -4.92%, down slightly from last week.
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Gasoline Volume Sales Down 8.9% YoY
by Jill Mislinski, 1/21/22
The Department of Energy's Energy Information Administration (EIA) monthly data on volume sales is several weeks old when it released. The latest numbers, through mid-November, are now available.
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2020 Update: Median Home Price and Salary Required in 25 Major Cities
by Jill Mislinski, 10/29/21
The team at HSH.com, features a periodic update entitled "The Salary You Must Earn to Buy a Home in the 50 Largest Metro Areas". The key question is:
"How much salary do you need to earn in order to afford the principal and interest payments on a median-priced home in your metro area?"
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A Closer Look at Yesterday's ADP Employment Report
by Jill Mislinski, 10/7/21
In yesterday morning's ADP employment report we got the September estimate of 568K nonfarm private employment jobs gained, an increase over August's revised 340K. The popular spin on this indicator is as a preview to the monthly jobs report from the Bureau of Labor Statistics.
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UPDATE: COVID-19, The Markets, and The Economy
by Jill Mislinski, 6/16/21
Let's take a look at major sectors in the ETF world since February 21, 2020. All but two sectors, hotels and airlines, have recovered since then. Retail has bounced back the fastest, while hotels and airlines are still lagging. Individuals are returning to travel rapidly as more vaccines are administered.
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Join us tomorrow for the AP Thought Leader Summit - a FREE virtual event!
by Team, 10/5/20
Join us for a series of virtual sessions during the AP Thought Leader Summit 2020, October 6-7, 2020. This FREE event is for financial advisors to learn and earn CE credits for sessions from the industry's most influential thought leaders to help grow and manage their practice. Register here!
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S&P 500 ETFs: May Update
by Jill Mislinski, 6/4/20
The S&P 500 ETFs tracked include State Street Global Advisors’ SPDR (SPY), iShares Core S&P 500 ETF (IVV), and Vanguard’s S&P 500 ETF (VOO).
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Updated: The Effect of Coronavirus on Key Market Sectors
by Jill Mislinski, 3/16/20
As a result of the COVID-19 virus and its effects on the market, here's a short analysis of major ETF market sectors and the S&P 500 since February 21.
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Publishing Delay
by Jill Mislinski, 2/3/20
We are having some software issues and as a result, all economic news is delayed slightly. We will back-publish all missed updates once this is resolved. Thank you!
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Some Updates Delayed Indefinitely
by Jill Mislinski, 1/7/19
Due to the ongoing government shutdown, data held by the Census Bureau and the Bureau of Economic Analysis will not be published.
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Millennials and the Labor Force: A Look at the Trends
by Jill Mislinski, 10/10/18
Millennials make up the largest percentage of our population today, yet have seen some of the lowest labor force participation growth and highest unemployment out of all age groups since the turn of the century. This has larger implications when coupled with slow wage growth, high home prices, and mounting student debt.
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Trends in the Teenage Workforce Update
by Jill Mislinski, 10/10/18
In July of 2015, CNN Money featured an article with the optimistic and intriguing title "More American teens are getting jobs. That's good for everyone." After reading the article, we revised one of our monthly charts on Labor Force Participation to include the age 16-19 cohort -- one we elsewhere combine with the 20-24 year-olds. We've updated this article to include the latest employment data.
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Groundbreaking New Portfolio Retirement Income Guarantee
by Sponsored Content by RetireOne, 9/18/18
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Forecasting GDP: Gazing into the Crystal Ball
by Jill Mislinski, 6/27/18
The big economic number tomorrow will be the Q2 Third Estimate for GDP. The last two quarters are behind us with their real annualized rates of 2.9% in Q4 2017 and 2.3% in Q1. What do economists see in their collective crystal ball for Q2 Third Estimate? Let's take a look at the latest GDP forecasts from the latest Wall Street Journal survey of economists conducted earlier this month.
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Next Recession? Pundit Prognoses
by , 4/15/18
This is the second in a multi-part series where we examine pundits' opinions and predictions on the latest topics.
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Bitcoin Bets: Which Pundit Is Right?
by , 3/19/18
The bitcoin and cryptocurrency craze has everyone talking. Here's what some of the big names in the industry are saying.
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A Note on 404 Errors
by Jill Mislinski, 3/13/18
Many of our readers have been experiencing 404 errors on dshort pages. These pages have not disappeared, they are merely being edited and as a result of our current process, it shows as a broken page. Please be sure to check back within a few days to see the newest update.
We are working on a new system that will prevent these errors.
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Debt, Taxes and Politics: An Updated Perspective on Federal Tax History
by Jill Mislinski, 11/13/17
With the Republican tax bill looming, we've updated this article to include the latest figures and estimates for federal debt and taxes.
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The Labor Market Conditions Index Discontinued
by Jill Mislinski, 8/8/17
The LMCI is a relatively recent indicator developed by Federal Reserve economists to assess changes in the labor market conditions. As of August 3, 2017, updates of the labor market conditions index (LMCI) have been discontinuedThe LMCI is derived from a dynamic factor model that extracts the primary common variation from 19 labor market indicators.
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Earn $100 by Participating in an APViewpoint Focus Group
by Jill Mislinski, 5/16/17
An ETF sponsor is looking for 30 advisors to participate in an online focus group to be hosted on APViewpoint. The purpose of this focus group is to gather advisors’ observations on the ETF marketplace. Click for more info.
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Visit Us At Morningstar
by Jill Mislinski, 4/26/17
If you're attending this week's Morningstar Investment Conference in Chicago, come visit us at booth #360. Meet members of our team, including CEO/Editor in Chief Bob Huebscher, National Account Manager Becky Allen and dshort's Research Director Jill Mislinski.
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Update: A Closer Look at the Cost of Education
by Jill Mislinski, 3/21/17
Many reports on the cost of education and affordability over the last decade have focused on the rapid growth of educational debt. Here we examine student aid, costs of undergraduate education, and enrollment over time. We've used data from the College Board's annual Trends in Higher Education publications. We've updated this report with the latest data.
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Brace Yourself: Our Latest Look at Student Debt
by Jill Mislinski, 12/31/16
College Tuition and Fees constitute one of the biggest threats to our economic outlook. Here is a chart of data from the relevant Consumer Price Index sub-component reaching back to 1978, the earliest year Uncle Sam provides a breakout for College Tuition and Fees. As an interesting sidebar, we've thrown in the increase in the cost of purchasing a new car as well as the more substantial increase for the broader category of medical care, both of which pale in comparison.
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Housing Affordability in Today's Largest Cities
by Jill Mislinski, 12/21/16
We continue our real estate research with a study on metropolitan affordability in the rental and mortgage markets. Once again, we tap into Zillow Group’s wealth of data and use a data set that includes mortgage affordability, rental affordability, and price-to-income ratios for the five most populous US cities with comparison to the national median.
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Metropolitan Home Prices and the Zillow Home Value Index
by Jill Mislinski, 11/21/16
According to the Census Bureau, 84% of U.S. citizens live in Metropolitan Statistical Areas - defined as a region with at least one urbanized area of population 50,000 or more. Here we look at home values in the top five metro areas over a 20 year period using data from Zillow Group. We focus on Zillow Sales prices and the Zillow Home Value Index, a house price index that uses Zillow data.
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Snapshots of Market History: The Bear Bottoming Process
by Doug Short, 10/26/16
Note from dshort: Since the middle of the last century, there have been nine bear markets in the S&P 500 using the 20% selloff of the "bear-market" benchmark. There have been two additional corrections that came within a hair's breadth of the -20% qualification. Here are snapshots of those official bears and initial recoveries. Rather than scrolling down, you can click on a chart for an enlarged version and a slide-show of the series.
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Happiness Revisited: A Household Income of $75K?
by Doug Short, 10/21/16
Note from dshort: We've updated this commentary in the wake of the Census Bureau's release last month of the 2015 annual household income data from the Current Population Survey.
One of our favorite discussions on APViewpoint, which addressed "The Sad State of Happiness", included an indirect reference to a popular 2010 academic study by psychologist Daniel Kahneman and economist Angus Deaton. Their topic was the correlation between annual household income and day-to-day contentment. They analyzed more than 450,000 total responses to a Gallup weekly survey of households across the 50 states and DC. The survey was conducted in 2009.
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The Financial Plight of White Working Class Males
by Doug Short, 10/5/16
With the US presidential election about five weeks away, the popular press has feasted on the campaign events and survey results, with the primary focus on the Trump spectacle. The fundamental question remains: How did The Don succeed in winning the Republican Party nomination in the first place? And how could he remain in contention in the wake of his bizarre campaign rhetoric? A provocative new report from Sentier Research gives us insight into what might be the key factor in the Trump phenomenon: A secular decline in the financial well-being of white working class males and what we can infer as the resulting anger directed at the political powers that be.
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Validating the S&P Composite Stock Price Index
by Doug Short, 9/1/16
Visitors to Advisor Perspectives will recognize the S&P Composite Stock Price Index as a regular feature in our long-term charts of market and economic happenings. We're referring to the data series made popular in recent years by Yale Professor Robert Shiller, not to be confused with the S&P Composite 1500, an index that combines the S&P 500, the S&P Mid Cap 400, and the S&P Small Cap 600. Here's a an overlay of the Dow and the S&P Composite from May of 1896, the month the Dow Jones Industrial Average index of 12 stocks was established.
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Medals, GDP, and the 2016 Rio Olympics
by Jill Mislinski, 8/15/16
With the 2016 Rio Olympics in the news and on many minds, we decided to investigate whether particular indicators were a predictor of performance.
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Best Stock Market Indicator Update
by Jill Mislinski, 7/22/16
According to this system, the market is now tradable and a signal to enter and continue all long trading. The OEXA200R is at 84% and all three secondary indicators are positive.
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49 Years of Income and Home Values
by Jill Mislinski, 5/25/16
Often conversations about home buying end up in discussions on the high cost of homes today and their affordability – or lack thereof. We decided to take a look at the long-term trends in home prices in comparison to income and found that incomes have been stagnant since the early 1970s, while home prices have risen dramatically in comparison.
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Equity Valuations, Recessions and Stock Market Declines
by Doug Short, 4/12/16
Note: In response to an email, I've updated the data in this article through the March month-end numbers and at the launch of the Q1 2016 earnings season.
Last year I had a fascinating conversation with Neile Wolfe, of Wells Fargo Advisors, LLC. Based on the underlying data in the adjacent chart, Neile made some cogent observations about the historical relationships between equity valuations, recessions and market prices:
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Industrial Production: Those Ugly Annual Benchmark Revisions and the Heightened Risk of Recession
by Doug Short, 4/4/16
The big economic news on Friday was the Department of Labor's Employment Report for March. The mainstream press focused on two numbers: the 215K new jobs and the 5% unemployment rate. Over the next few days we'll dig in a bit deeper to look at some of the underlying employment demographics, which in many ways give a greater understanding of employment conditions. But the much more significant economic news on Friday was the Federal Reserve's noon release of the disturbingly negative annual benchmark revisions to Industrial Production.
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Median Household Income Growth: Deflating the American Dream
by Doug Short, 9/23/15
What is the single best indicator of the American Dream? Many would point to household income growth. The Census Bureau has now published some selected annual household income data in a new report: "Income and Poverty in the United States: 2014". Last year the median (middle) household income was $53,657 — a 0.13% year-over-year increase that shrinks to -1.48% when adjusted for inflation. Let's put the new release into a larger historical context.
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Median Household Income Growth: Deflating the American Dream
by Doug Short, 9/16/14
What is the single best indicator of the American Dream? Many would point to household income growth. The Census Bureau has now published some selected annual household income data in a new report: Income and Poverty in the United States: 2013. Last year the median (middle) household income was $51,939 -- a 1.8% year-over-year increase that shrinks to 0.3% when adjusted for inflation. Let's put the new release into a larger historical context.
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P/E: So Many Choices: Part 2
by Ed Easterling, 4/27/11
This is the second installment of a two-part article on P/E ratios by Ed Easterling. Ed's books, Unexpected Returns and Probable Outcomes, have our unqualified endorsement for anyone trying to understand the complex and often puzzling relationship between the economy and the market.
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P/E: So Many Choices: Part 1
by Ed Easterling, 4/26/11
We're delighted to welcome Ed Easterling with this first installment of a two-part article on P/E ratios. Ed's books, Unexpected Returns and Probable Outcomes, have our unqualified endorsement for anyone trying to understand the complex and often puzzling relationship between the economy and the market.
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