The following are the source and reference materials used for The Papercuts Library #2 – Results of the Longest Bull Market in American History
Warning: Spoilers ahead…
p3 –
Like all aspects of economics, there are debates about the timing and events that qualify as a “bull” and “bear” market. We use the most simplistic standard for the start of a bear market, which occurs when there is a 20% decline from the market’s peak. For the Dow Jones Industrial Average, this happened on March 11, 2020.
- Bear Market: Dow Drops Over 1,400 Points, Ending Longest Bull Market In U.S. History – Forbes – March 11, 2020
- The Six Days That Broke Wall Street’s Longest-Ever Bull Market – Bloomberg – March 13, 2020
For more on the debate about the longest bull market, and support for the March 9, 2009 as the start of it:
- Is This Really the Longest Bull Market in History? – Investopedia – August 22, 2018
For the record, the National Bureau of Economic Research said this bull market ended in February, though obviously everyone doesn’t agree:
- Determination of the February 2020 Peak in US Economic Activity – National Bureau of Economic Research – June 8, 2020
- U.S. entered recession in February after end of longest expansion in history, NBER finds– MarketWatch – June 8, 2020
- Opinion: The NBER is wrong — the recession didn’t begin in February, it began in March – MarketWatch – June 9, 2020
p4-5 –
Net worth data was sourced from the Federal Reserve:
To see the raw data, download and find the ‘dfa-network-levels’ tab.
Rather than compare between Q1 2009 and Q1 2020, we moved in one quarter on each side to better see the gains of the period.
For Q2 2009 through Q4 2019, which is the data in the book, there was $54 trillion in net worth gains. $6.66T of that was lost between Q4 2019 and Q1 2020. The same data for Q1 2009 through Q1 2020 would be $47 trillion in net worth created, with the Top 10% taking 71% of it, rather than 73% in the other period.
p6-9 –
- History of Changes to the Minimum Wage Law – U.S. Department of Labor
- For more on state minimum wage levels: State Minimum Wage Laws
Inflation-adjusted $7.25 March 2020
- The Dream of a $15 Minimum Wage Gets a Reality Check From Inflation – Bloomberg – July 27, 2019
Using the U.S. Bureau of Labor Statistics’ CPI Inflation Calculator, $7.25 in March 2020 has the same buying power as $6.05 in July 2009.
For a view of inflation throughout the entire history of the minimum wage:
- Congress has never let the federal minimum wage erode for this long – Economic Policy Institute – June 17, 2019
p10 –
Here’s our starting statistic…
But to begin your trip down the wage “growth” rabbit hole, you can begin just by soaking up all the summary information on the 13,000+ series of data the St. Louis Federal Reserve has brought together on Wages:
The U.S. Bureau of Labor Statistics will of course have plenty to keep you busy:
And don’t forget the Bureau of Economic Analysis:
Plus for good measure:
- Nominal Wage Tracker – Economic Policy Institute – February 7, 2020
Meanwhile, from the mixed bag of income reporting and research:
- For most U.S. workers, real wages have barely budged in decades – Pew Research Center – August 7, 2018
- Middle class incomes have slumped, stagnated or grown, depending on the measure – Brookings Institution – December 7, 2018
- Is Wage Growth Higher than We Think? – Federal Reserve Bank of Dallas – February 26, 2019
- At a 10-year high, wage growth for American workers likely to keep accelerating – MarketWatch – March 8, 2019
- Tipping the balance: Why equivalence scales matter more than you think – Brookings Institution – April 17, 2019
- 50 years of US wages, in one chart – World Economic Forum – April 12, 2019
- Why Wages Are Finally Rising, 10 Years After the Recession – New York Times – May 2, 2019
- Real Wage Trends, 1979 to 2018 [PDF] – Congressional Research Service – July 23, 2019
- Are wages rising, falling, or stagnating? – Brookings Institution – September 10, 2019
- Whose wages are rising and why? – Brookings Institution – January 21, 2020
- Historically weak wage growth may be the best we get – Axios – February 10, 2020
- State of Working America Wages 2019 – A story of slow, uneven, and unequal wage growth over the last 40 years – Economic Policy Institute – February 20, 2020
The Brookings Institution has put together a comprehensive report on the low-wage work running counter to supposed gains in personal income.
- Meet the low-wage workforce – Brookings Institution – November 7, 2019
To add to the perspective, check out this much earlier call on the “growth of low wage work”:
- Recent Wage Trends – Economic Policy Institute – September 11, 1995
p11 –
As stated in the book, the level of price increases very much depends on location.
Household characteristics are another major factor. The USDA produces monthly reports of the cost of “a nutritious diet” broken out by household composition:
The following link provides a variety of breakdowns of per capita health expenditures:
- Total Health Spending / Per Person Spending – Peterson-KFF Health System Tracker
With HUD’s Fair Market Rents resource, you can explore historical data about housing costs by geographic area.
- Fair Market Rents – HUD’s Office of Policy Development and Research
Plus:
And finally, the travesty and tragedy of modern higher education:
- 20 Years of Tuition Growth at National Universities – U.S News & World Report
Pricing is also quite the rabbit hole. So many factors, so little time. If you want to dig deeper, there are many resources at your disposal:
- Consumer Price Index (CPI) Databases – U.S. Bureau of Labor Statistics
- Why is the Consumer Price Index Controversial? – Investopedia
- BLS Data Finder 1.1 – U.S. Bureau of Labor Statistics
- The Economic Security Database – Institute for Women’s Policy Research / UMass Boston
For a better understanding of percent change:
- Percentage Change – Investopedia
To find your Adjusted Gross Income:
- 2009: Form 1040 [PDF], line 37; Form 1040A [PDF], line 21; Form 1040EZ [PDF], line 4
- 2019: Form 1040 [PDF], line 8b; Form 1040-SR, line 8b
p12-13 –
Homelessness
As of this writing, the U.S. Department of Housing and Urban Development’s page for “What We Do / Homelessness” is blank.
- Home / What We Do / Homelessness – U.S. Department of Housing and Urban Development
Here’s what they must have meant to put there:
- Homelessness Assistance Programs – HUD Exchange
For actual and clear information on homelessness:
- State of Homelessness: 2020 Edition – National Alliance to End Homelessness
- State of the Homeless 2020 – Coalition for the Homeless
- Homelessness in America – National Coalition for the Homeless
Food Insecurity
- Food Security in the U.S. – U.S. Department of Agriculture
- Household Food Security in the United States in 2018 [PDF] – U.S. Department of Agriculture
- Understanding Food Insecurity – Feeding America
- Food Insecurity in The United States – featuring interactive map and charts by state, county, and district – Feeding America
Health Insurance
- Health Insurance Coverage – Center for Disease Control and Prevention (CDC)
- Problems Paying Medical Bills, 2018 – CDC, February 2020
- Health Insurance Coverage in the United States: 2018 – U.S. Census Bureau
- Federal Subsidies for Health Insurance Coverage for People Under Age 65: 2019 to 2029 – Congressional Budget Office – May 2, 2019
- Key Facts about the Uninsured Population – KFF – December 13, 2019
- Breaking A 10-Year Streak, The Number Of Uninsured Americans Rises – KHN – September 10, 2019
Poverty
- Poverty – U.S. Census Bureau
- Historical Poverty Tables: People and Families – 1959 to 2018 – U.S. Census Bureau
- Poverty: 2017 and 2018 – American Community Survey Briefs [PDF] – U.S. Census Bureau
p14-15 –
Meet FRED: The Federal Reserve Bank of St. Louis hosts an amazing data repository.
- Gross Domestic Product (GDP) – FRED
- All Sectors; Debt Securities and Loans; Liability, Level (TCMDO) – FRED
p16-17 –
To begin, it is important to note that there are two different ways to look at public debt as a percentage of Gross Domestic Product.
We use “total public debt”…
- Federal Debt: Total Public Debt (GFDEBTN) – FRED
- Federal Debt: Total Public Debt as Percent of Gross Domestic Product (GFDEGDQ188S) – FRED
…whereas in the news of August 2020 we are reading in the headlines about “federal debt held by the public”
- Federal Debt Held by the Public (FYGFDPUN) – FRED
- Federal Debt Held by the Public as Percent of Gross Domestic Product (FYGFGDQ188S) – FRED
Total (or Gross) Public Debt = Debt Held by the Public + Intragovernmental Holdings
For a detailed explanation of the difference, see:
- Q&A: Gross Debt Versus Debt Held by the Public – Committee for a Responsible Federal Budget
- Intragovernmental Holdings – Wikipedia
We wrote the Congressional Budget Office for perspective and they confirmed that federal debt “held by the public” is the measure they most often use.
Many support the view that intragovernmental holdings can be written off.
- Are Intragovernmental Holdings Real Debt? – Seeking Alpha
However, we stuck with “total public debt” along the lines of point 7 from the following report:
- Debunking the Dangerous Claims of Debt Deniers – U.S. Congress Joint Economic Committee
“Discounting more than $5 trillion in intragovernmental debt, or counting it as an asset held by trust funds, ignores the impending insolvency of major federal programs and their respective roles as major debt drivers.”
Also, when you see headlines like this:
- We Have Crossed the Line Debt Hawks Warned Us About for Decades – New York Times
… it is important to remember that long-time warnings were supplanted by reality in 2012 when the “total public debt” surpassed 100% back in 2012.
As the above article states, as late as January 2020, the expectation was that “federal debt held by the public” would not hit 100% of GDP until 2030. As of June 2020, we hit 106%.
For more on the subject:
- Federal Debt: A Primer – Congressional Budget Office
p18-19 –
HBR has some great reporting and analysis on these subjects:
- Total Spending & Lobbyists – Open Secrets
- Why Are Companies Sitting on So Much Cash? – Harvard Business Review
- Why Stock Buybacks Are Dangerous for the Economy – Harvard Business Review
Meanwhile, your share of federal government tax receipts:
- Federal government current tax receipts: Personal current taxes (A074RC1Q027SBEA) – FRED
- Federal government current tax receipts: Taxes on corporate income (B075RC1Q027SBEA) – FRED
p20-21 –
Read ‘em, and weep…
p22-23 –
In looking at our emergency savings, we can jump right to the “Dealing with Unexpected Expenses” section of the last Economic Well-Being report:
- Report on the Economic Well-Being of U.S. Households in 2019 – May 2020 – Federal Reserve
- Report on the Economic Well-Being of U.S. Households in 2017 – May 2018 [PDF] – Federal Reserve
What about a real emergency fund?
- How Much Money Should You Have in Your Emergency Fund – The Balance
And for an opposing view:
- Why Emergency Funds Could Be a Bad Idea – Investopedia
p24-25 –
Another stat that might cause tears, your share of federal tax receipts:
- Federal government current tax receipts: Personal current taxes (A074RC1Q027SBEA) – FRED
- Federal government current tax receipts: Taxes on corporate income (B075RC1Q027SBEA) – FRED
- Federal government current tax receipts (W006RC1Q027SBEA) – FRED
- Shares of gross domestic product: Personal consumption expenditures (DPCERE1Q156NBEA) – FRED
p26-27 –
For our consumer confidence figures, we used University of Michigan’s index:
- Consumer Sentiment Index – University of Michigan
- University of Michigan Consumer Sentiment Index – Wikipedia
There is also The Conference Board’s survey of consumer confidence, but they like to charge for their data:
- Consumer Confidence Survey® – The Conference Board
p28-29 –
What is the Federal Funds Rate?
- Federal Funds – Investopedia
- A Primer on the Federal Funds Rate – The Economics Review
- Monetary Policy 101: A Primer on the Fed’s Changing Approachto Policy Implementation [PDF] – Federal Reserve Board
- The Over-the-Counter Theory of the Fed FundsMarket: A Primer [PDF] – Federal Reserve Bank of New York
Fed Funds historical rates:
- Effective Federal Funds Rate – FRED
p30-31 –
Digging into data about the full landscape of business establishments in the United States feels almost like looking in on an alternate reality the media overlooks most of the time:
- Where Have All the Public Companies Gone? – Bloomberg
- 2018 County Business Patterns and Nonemployer Statistics Combined Report – U.S. Census Bureau
- 2018 Small Business Profile [PDF] – U.S. Small Business Administration
- Private companies pull economy along – Forbes
And regarding Plato…
- Allegory of the cave – Wikipedia
p32-33 –
Here’s an overview of links regarding the crazed stock rally that followed the lockdown crash:
- The stock market just hit its first record since the pandemic started – CNN
- ‘This Market Is Nuts’: S&P 500 Hits Record, Defying Economic Devastation – New York Times
- S&P 500 (^GSPC) Historical Data – Yahoo Finance
- ‘Clueless’ investors just keep driving this ‘stupidly bullish’ stock market higher, CNBC’s Jim Cramer says – MarketWatch
- The Robinhood Craze Is Now Moving Stocks Everywhere – Bloomberg
- The Stock Market’s Improbable Recovery Explained – Bloomberg
And here’s a sampling of the warning signs:
- We Have Crossed the Line Debt Hawks Warned Us About for Decades – New York Times
- Corporate America Is Choking on Debt and Imperiling the Recovery – Bloomberg
- Jobless Americans face longer layoffs as unemployment crisis deepens – Washington Post
- Millennials Slammed by Second Financial Crisis Fall Even Further Behind – Wall Street Journal
- The Recession Is About to Slam Cities. Not Just the Blue-State Ones. – New York Times
- HUD to extend foreclosure ban protecting 8.1 million people until 2021 – Politico
- 40 million Americans are at risk of eviction without a stimulus bill – CNN Business
- America Is Headed for an Unprecedented Wave of Evictions – The Nation
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