Edward Conard

Top Ten New York Times Bestselling Author

  • “Unintended Consequences is far smarter and more thought-provoking than most economics written for the general public” - Greg Mankiw, Harvard University, Former Chairman of the Council of Economic Advisors
  • “…a must-read for serious students of economic policy.” - Glenn Hubbard, Dean, Columbia Business School, and former Chairman of the Council of Economic Advisers
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “…a very valuable contribution.” - Larry Summers, former Secretary of the Treasury and director of the National Economic Council, president emeritus, Harvard University
  • “Unintended Consequences should be read by anyone who takes for granted the superiority of progressive taxation and has not thought carefully about the trade-offs involved.” - The New Republic
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “…serious thinking for serious thinkers. …a thought-provoking blueprint for growing middle- and working-class incomes.” - Mitt Romney, former Governor of Massachusetts
  • “Unintended Consequences provides a provocative interpretation of the causes of the global financial crisis and the policies needed to return to rapid growth. Whether you agree or not, this analysis is well worth reading.” - Nouriel Roubini, New York University; Chairman, Roubini Global Economics
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “…a comprehensive explanation of the modern economy.” - Julian Robertson, Founder, Tiger Management
  • “Unintended Consequences is full of substance, it is one of the must-read books of the year, and once I finish it I will be giving it a second read through right away.” - Tyler Cowen, Professor, George Mason University
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Tuesday, February 11, 2025

The Post-Neoliberal Delusion

AI Summary. The author argues that Biden's post-neoliberal economic approach prioritized demand over supply and understated budget constraints, leaving inflation, unemployment, interest rates, and government debt higher than before the pandemic. Stimulus-driven demand fed inflation, construction costs erased real infrastructure gains, and industrial policy crowded out unsubsidized manufacturing without net job creation.

Jason Furman Foreign Affairs
Date Posted:
February 11, 2025
Is Database:
Database
Is Important:
Important

Jason Furman wrote a “Dear John” letter to the Biden Administration’s economic policy this Valentine’s week noting the policy “failed to seriously reckon with budget constraints and ‘crowding out.'”

Did prioritizing demand over supply constraints improve economic outcomes?

Core argument: Furman argues the $1.9 trillion American Rescue Plan far exceeded need, since U.S. GDP was 3 percent below pre-pandemic forecasts in the fourth quarter of 2020 and roughly $650 billion in stimulus would have filled the hole.

Furman summarizes his position as follows:
Biden’s economic philosophy emphasized demand over supply. It considered concerns over budget constraints overstated and placed its faith in predistribution as a way to change the trajectory of the macroeconomy. Ultimately, this post-neoliberal ideology failed to seriously reckon with budget constraints and “crowding out”—when a surge in public-sector spending causes the private sector to invest less. Inflation, unemployment, interest rates, and government debt were all higher in 2024 than 2019. From 2019 to 2023, inflation-adjusted household income fell, and the poverty rate rose. Despite signing into law a $500 billion infrastructure bill, skyrocketing costs of construction have left the United States building less than it was before the law’s passage. Overall domestic industrial production remains stagnant. Compared with other developed countries, the United States saw a post-pandemic recovery that was about average in terms of real GDP growth versus pre-pandemic forecasts. Ultimately, Biden’s post-neoliberal ideology did not take tradeoffs seriously enough. Truly building back better will require not giving in to the post-neoliberal delusion.
On the American Rescue Plan, he notes:
The recovery began in mid-2020 before Biden entered the office and much, if any, of the American Rescue Plan funds had worked their way through the economy. Real GDP growth was a strong 5.6 percent in the first quarter of 2021. The unemployment rate was around six percent and falling. The $1.5 trillion of excess savings that Americans had accumulated was waiting to be unleashed perhaps obviating the macroeconomic need for yet another large stimulus bill.[Nevertheless,] the Biden administration moved aggressively, proposing a $1.9 trillion American Rescue Plan. With U.S. GDP three percent below pre-pandemic forecasts as of the fourth quarter of 2020, an additional $650 billion in stimulus—about a third as much—would have been sufficient to fill the hole in the economy. Around $900 billion was intended to support households. But by December 2020, monthly real compensation per capita was only about two percent below its pre-pandemic trend, and the gap was closing rapidly. Closing this gap would have cost less than $100 billion. Despite state and local revenue having fully recovered to pre-COVID levels by the end of 2020, state and local governments nevertheless received around $500 billion more in the stimulus package.

Read more

On inflation, he concludes:
Real GDP could not have gone up much more than it did given the constraints on the capacity of the economy. The excess took the form of higher prices. Beginning in 2021, the country experienced the most sustained inflation since the early 1980s—rising by about 20 percent over four years. The overheating of the economy coincided with a second round of budget deficit increases—resulting from front-loaded spending tied to the infrastructure act, the CHIPS and Science Act, and climate bills, plus executive actions by Biden, such as student loan relief. Biden’s defenders argued that the causes were external. However, by late 2022, oil prices had fallen to where they were before Russia’s invasion of Ukraine, but inflation remained elevated. Real consumer spending on durable goods in the United States rose nearly 30 percent, with no equivalent bump in countries that did not provide continued stimulus checks. Global supply chains were mostly able to accommodate the U.S. increase in spending, in part through large increases in imports. U.S. ports processed 19 percent more cargo by volume in 2021. These were not supply dislocations but a huge demand shock stemming in part from the Biden administration’s decision to provide another round of stimulus checks. Factors such as consumer tastes and supply chains determined where price increased, but they did not drive the overall average price increase. Had it not been for the large infusion of cash and the Federal Reserve’s delayed response to the emergence of inflation, higher goods prices would have led to cutbacks in services and lower price growth without much of an increase in overall inflation. Instead, inflation migrated from goods to services, where it remains elevated to this day.
On the effect of Biden’s policy on wages, Furman argues:
Biden hoped that a hot economy would benefit workers, especially those with low incomes. Unfortunately, the theory proved unsuccessful. Heating the economy did give workers more leverage to demand higher nominal wages, but it also gave businesses more leverage to raise prices, undercutting the gains of many ordinary Americans. Inflation-adjusted wages have barely increased above pre-pandemic levels, and the entire increase in real wages took place in 2020; on net, real wages have fallen since January 2021. From 2020 to 2024, average real wage growth for workers in every income group was slower than it was from 2014 to 2019. Rapid real wage growth, especially for low-income workers, began in 2014, when the unemployment rate was around six percent, but diminished dramatically when the unemployment rate fell below four percent in 2022. That makes it hard to argue that Biden’s policies contributed much to real wage growth.
On infrastructure, he reports:
Infrastructure suffered a worse fate than real wages. More than half the funds in the Bipartisan Infrastructure Law went to highway and bridge projects, prompting a spike in highway spending that rose 36 percent from mid-2019 to mid-2024. But the costs associated with construction, increased even more, leaving real infrastructure spending down 17 percent over the same period. In fact, the amount of federal investment in highways during every year of the Biden administration was lower than in any year from 2003 through 2020. Biden’s putative building boom was in reality a building bust.
On manufacturing and crowding out, Furman claims:
The manufacturing revival has also run up against the problem of crowding out. The CHIPS Act appears to be succeeding in shifting advanced chip production to the United States. But these same policies, coupled with other fiscally expansionary policies, have driven up the prices of materials and equipment, wages for construction and factory workers, interest rates for entrepreneurs hoping to borrow, and the value of the dollar, all of which have made it harder for nonsubsidized manufacturing to prosper. Policymakers should not fool themselves. Industrial policy has not led to any net job creation. Factory construction has more than doubled in the last five years. But other indicators, such as investment in industrial equipment, have not risen, suggesting that manufacturing may continue to stagnate.

Takeaways by Macro Roundup® AI

  1. Furman argues the $1.9 trillion American Rescue Plan far exceeded need, since U.S. GDP was 3 percent below pre-pandemic forecasts in the fourth quarter of 2020 and roughly $650 billion in stimulus would have filled the hole.
  2. Furman attributes the roughly 20 percent price rise over four years largely to a demand shock rather than supply dislocations, noting U.S. real consumer spending on durable goods rose nearly 30 percent and U.S. ports processed 19 percent more cargo by volume in 2021.
  3. Highway spending rose 36 percent from mid-2019 to mid-2024 under the Bipartisan Infrastructure Law, but construction costs rose more, leaving real infrastructure spending down 17 percent, according to Furman.

Related Articles:

  • Larry Summers and Bob Rubin Join Our CIOs to Discuss the Surprising Economic Cycle — Adopting the Simpson-Bowles fiscal consolidation when interest rates were at zero would have risked excessive disinflation, since long rates had no room to fall to provide an offsetting expansionary impulse. After the large run-up in debt and rise in real interest rates, the developing fiscal situation risks inflationary pressure, Treasury market disruption, or crowding out of private investment.
  • The Long-Term Budget Outlook Under Alternative Scenarios for the Economy — The Congressional Budget Office projects that if private investment were more sensitive to federal deficits, debt held by the public would exceed 250% of GDP and real national income per person would be 18% ($21,300) lower than its baseline, with the average interest rate on federal debt 2pp higher.
  • The Budget and The Budget and Economic Outlook: 2025 to 2035 — The Congressional Budget Office projects the federal deficit will grow from $1.9tn (6.2% of GDP) to $2.7tn by 2035, well above the 3.8% of GDP average of the past 50 years. Outlays are projected to rise to 24.4% of GDP, driven by growth in Social Security and Medicare spending and rising net interest costs, while revenues reach 18.3%.
  • Fiscal Deficits
  • Fiscal Policy
  • GDP
    • Inflation
  • Politics

Wednesday, February 12, 2025

Do Temporary Cash Transfers Stimulate the Macroeconomy? Evidence from Four Case Studies

AI Summary. U.S. tax rebates of $100bn disbursed in 2008 produced a large spike in aggregate disposable income but only a small rise in consumption spending. The authors estimate an implied multiplier of less than 0.2, indicating the rebates provided little macroeconomic stimulus despite micro studies finding large spending responses.

Valerie Ramey International Monetary Fund
Date Posted:
February 12, 2025
Is Database:
Database

Valerie Ramey examines case studies from the US, Singapore, and Australia and finds that temporary transfers like tax rebates “likely provided little or no macroeconomic stimulus in advanced economies,” contradicting influential micro studies.

Do temporary cash rebates provide much macroeconomic stimulus?

Core argument: The implied multiplier from the 2008 U.S. tax rebates is less than 0.2, suggesting the rebates contributed little macroeconomic stimulus.

The 2008 U.S. tax rebates were a leading counterexample to the belief that discretionary fiscal policy was not sufficiently nimble to be used for stabilization policy. A tax rebate of $100 billion, equal to 11% of monthly income, was passed in February 2008. It was paid out mostly from May through July 2008. Among the 85% of the tax units receiving a rebate, the average check was $1,000. Figure 2 shows real U.S. aggregate disposable income and consumption, in billions of January 2008 dollars at a monthly rate. The left and right axes have different starting points but the same vertical length so that changes are equivalent across the two series. Disposable income exhibits a large spike, with a peak in May 2008 when almost $50 billion was disbursed. In contrast, consumption expenditures display a small hump, with a peak in May, but the magnitude of the rise is tiny compared to the spike in disposable income. [We] reconcile micro estimates with large MPCs [that in turn suggest large macro effects] with the aggregate data. In both cases, the implied multiplier is less than 0.2, suggesting that the rebates contributed little macro stimulus.

Takeaways by Macro Roundup® AI

  1. The implied multiplier from the 2008 U.S. tax rebates is less than 0.2, suggesting the rebates contributed little macroeconomic stimulus.
  2. The February 2008 U.S. tax rebate totaled $100 billion, equal to 11% of monthly income, was paid mostly from May through July 2008, and averaged $1,000 among the 85% of tax units receiving one.
  3. U.S. real aggregate disposable income spiked to a peak in May 2008, when almost $50 billion was disbursed, while consumption expenditures showed only a small hump peaking in May, tiny compared with the income spike.

Related Articles:

  • The Macroeconomic Consequences Of Infrastructure Investment — Infrastructure investment is not effective as short-term stimulus because time-to-build delays and the crowding out of private spending make short-run multipliers for government investment lower than for government consumption. Infrastructure spending often produces no change or a decline in employment in the initial years, even when interest rates are near zero.
  • Spatial Spillovers and the Effects of Fiscal Stimulus: Evidence from Pandemic-Era Federal Aid for State and Local Governments — The authors estimate that each $878,000 in federal assistance to state and local governments created or preserved one state or local job-year, with about a third of the effect driven by spillovers from other states. Their confidence intervals rule out a cost below $428,000 per job-year, implying weaker employment support than during the global financial crisis.
  • The Macro Equivalent of War? — A U.S. spending plan estimated at 8.6% of GDP is comparable in scale to past wartime spending, and medium-sized wars have historically produced a temporary spike in inflation rather than a sustained rise. Because much of the plan consists of transfer payments rather than military purchases, its overall economic multiplier may be lower.
  • Fiscal Deficits
  • Fiscal Policy
  • GDP
    • Business Cycle
  • Politics

US Inflation Tops Forecasts, Bolstering Case for Fed to Hold

AI Summary. The US consumer price index rose 0.5% in a month, with shelter accounting for nearly 30% of the advance, according to the Bureau of Labor Statistics. Grocery prices led the increase, and two-thirds of that gain came from higher egg prices following a deadly bird flu outbreak.

Augusta Saraiva Bloomberg
Date Posted:
February 12, 2025

CPI rose 0.5% in January, the fastest rate since August 2023, bringing CPI to 3% year over year and core CPI to 3.3% year over year. Shelter accounted for ~ 30% of the increase.

Is inflation running hotter than forecast, supporting a rate hold?

Core argument: The consumer price index rose 0.5% last month, its largest monthly increase since August 2023, led by household expenses including groceries and gas, according to the Bureau of Labor Statistics report released Wednesday.

The consumer price index rose 0.5% last month, the most since August 2023 and led by a range of household expenses like groceries and gas. Shelter accounted for nearly 30% of the advance, according to the report from the Bureau of Labor Statistics out Wednesday. The increase in the CPI was led by grocery prices, with two-thirds of that advance due to higher egg prices in the wake of a deadly bird flu outbreak. The more-than 15% jump was the largest since June 2015. Costs of hotel stays and used cars also climbed, possibly in the aftermath of severe wildfires in Los Angeles.

Takeaways by Macro Roundup® AI

  1. The consumer price index rose 0.5% last month, its largest monthly increase since August 2023, led by household expenses including groceries and gas, according to the Bureau of Labor Statistics report released Wednesday.
  2. Shelter accounted for nearly 30% of the CPI advance, while grocery prices led the increase, with two-thirds of that gain due to egg prices rising more than 15% — the largest jump since June 2015 — following a deadly bird flu outbreak.
  3. Costs of hotel stays and used cars also climbed, possibly in the aftermath of severe wildfires in Los Angeles, with inflation topping forecasts and bolstering the case for the Federal Reserve to hold.

Related Articles:

  • The Cost of Money is Part of the Cost of Living: New Evidence on the Consumer Sentiment Anomaly — Variation in the University of Michigan consumer sentiment index that inflation and unemployment cannot explain is strongly correlated with growth in consumer borrowing costs, such as mortgage and car loan rates. The authors estimate that including interest payments and homeownership costs in the consumer price index would raise measured inflation from 3% to 9%.
  • Data Update 4 for 2025: Interest Rates, Inflation and Central Banks! — Interest rates are ultimately driven by macroeconomic fundamentals, with an "intrinsic risk-free rate" defined as the sum of the inflation rate and real GDP growth tracking the observed 10-year Treasury bond yield closely. On this view, central banks' influence comes from preferential access to data on those fundamentals, their capacity to alter them, and their credibility.
  • Bessent Says Trump Wants Lower 10-Year Yields, Not Fed Cuts — The US Treasury Secretary said the administration's effort to lower borrowing costs targets 10-year Treasury yields rather than the Federal Reserve's short-term benchmark rate, arguing that spending cuts, a smaller government, and lower energy prices can deliver non-inflationary growth. The Treasury maintained its guidance to keep sales of longer-term debt unchanged.
  • Inflation
  • GDP
    • Business Cycle
  • Monetary Policy

The Impact of Rates Higher for Longer on the Capital Structure

AI Summary. Higher interest rates transmit through a higher cost of capital that reduces capital spending and hiring while redistributing value from equity holders to debt holders, since equity bears the higher debt-servicing costs. The author argues companies with earnings and cash flow outperform those without, making value more attractive than growth.

Torsten Sløk Apollo
Date Posted:
February 12, 2025

Torsten Sløk argues that “higher for longer” rates shift value towards firms that have cash flow to service their debt while making risk-taking more challenging for new ventures with “no earnings, no revenue, and no cash flow.”

How do higher interest rates shift value from equity to debt holders?

Core argument: Higher interest rates redistribute value from junior to senior parts of the corporate capital structure, with equity holders, not the Fed, bearing the cost of higher debt servicing.

The transmission mechanism of monetary policy works through higher costs of capital that lowers demand for capex and hiring but also raises return requirements for equity to pay the debt holders in the company. Higher interest rates are a redistribution of value from the junior parts of the capital structure to the senior parts. Someone has to pay the higher level of interest rates in corporate capital structures, and it is not the Fed, it is the equity holder. In short, companies with no earnings, no cash flow, and no revenue will continue to struggle simply because they cannot pay the higher debt servicing costs. In other words, when interest rates are higher for longer, companies with earnings tend to outperform because companies with earnings are able to pay higher debt servicing costs. The purpose with higher interest rates is to slow growth, which makes value more attractive than growth. In fact, this is the entire idea from the Fed with raising interest rates—to discourage too much risk taking, such as investments in companies and capital structures with no earnings, no revenue, and no cash flow. Examples of [such] unattractive sectors are growth, software, and venture capital.

Takeaways by Macro Roundup® AI

  1. Higher interest rates redistribute value from junior to senior parts of the corporate capital structure, with equity holders, not the Fed, bearing the cost of higher debt servicing.
  2. Companies with no earnings, no revenue, and no cash flow struggle under rates higher for longer because they cannot cover higher debt servicing costs, while companies with earnings tend to outperform.
  3. The Fed's aim in raising rates is to slow growth and discourage risk taking in companies and capital structures without earnings, revenue, or cash flow, which makes value more attractive than growth and leaves growth, software, and venture capital unattractive.

Related Articles:

  • Monetary Policy and Innovation — The authors estimate that a 100bps monetary tightening reduces investment in intellectual property by about 1%, research and development spending at public firms by about 3%, venture capital investment by up to 25%, and patenting in important technologies by up to 9%.
  • Data Update 6 for 2025: From Macro to Micro – The Hurdle Rate Question — Valuation errors stem mainly from mistaken forecasts of growth, profitability, or reinvestment rather than from the discount rate, and no great company achieved greatness by finessing its cost of capital. The author suggests valuing a mature US company using the 8.35% median cost of capital and focusing analysis on growth and profit prospects.
  • Cost of Capital and Capital Allocation: Investment in the Era of “Easy Money” — The authors estimate that U.S. asset types seeing larger reductions in the user cost of capital and marginal effective tax rates after the 2017 Tax Cuts and Jobs Act had significantly larger increases in investment rates, persisting for several years. A 1pp decline in the user cost is associated with a 1.4–2.3pp higher investment rate.
  • Financial Markets
  • GDP
  • Monetary Policy

What’s Driving Labor Force Participation Among Women?

AI Summary. Labor force participation among women ages 25–54 rose 3.5 percentage points to 78.2%, nearly double the 1.8 percentage point rise among prime-age men. Hispanic women accounted for about a third of that increase despite making up 17% of prime-age women, while White women contributed 43% versus a 56% population share.

Sabrina Considine, Brandon Miskanic, Nicolas Petrosky-Nadeau, and Deepika Baskar Prabhakar Federal Reserve Bank of San Francisco
Date Posted:
February 12, 2025
Is Database:
Database

Labor force participation for prime-age (25-54) females rose from 74.7% in Jan. 2021 to 78.2% in Sept. 2024. Hispanic women represented only 17% of the prime-age female population but accounted for ⅓ of the increase. @sffed

Which groups of women are driving rising labor force participation?

Core argument: The labor force participation rate for prime-age women (25–54) rose 3.5 percentage points from 74.7% in January 2021 to 78.2% as of September 2024, nearly double the 1.8 percentage point rise among prime-age men.

The labor force participation (LFP) rates among people ages 25 to 54 have grown significantly since the pandemic, with women contributing more to the increase than men. Figure 1 shows that, since January 2021, the participation rate for prime-age women has surged 3.5 percentage points, increasing from 74.7% to 78.2%. As of September 2024, that was nearly double the 1.8 percentage point rise among men. Hispanic women have made a disproportionately large contribution to prime-age women’s LFP rate growth relative to their population share. Specifically, Hispanic women accounted for nearly 1/3 (1.1pp) of the 3.5pp increase in the overall prime-age women’s LFP rate since 2021 but represent only 17% of the prime-age women population. By contrast, White women contributed about 43% of the increase, substantially less than their 56% share of the prime-age women population.

Takeaways by Macro Roundup® AI

  1. The labor force participation rate for prime-age women (25–54) rose 3.5 percentage points from 74.7% in January 2021 to 78.2% as of September 2024, nearly double the 1.8 percentage point rise among prime-age men.
  2. Hispanic women accounted for 1.1 percentage points, nearly one-third, of the 3.5 percentage point increase in prime-age women's participation rate since 2021 while representing only 17% of the prime-age female population.
  3. White women contributed about 43% of the rise in prime-age women's labor force participation since 2021, substantially less than their 56% share of the prime-age female population.

Related Articles:

  • Why Is Prime-Age Labor Force Participation So High? — Labor force participation among 25-to-54-year-olds rose after the pandemic shock, with women's rate exceeding its pre-pandemic peak while men's returned to its pre-pandemic level but stayed below its historical high. The authors find this participation rise can ease wage and price pressures in hot labor markets, but appears to have ended.
  • Post-Pandemic Recovery for America’s Prime Age Labor Force: A Tale of Two Sexes — Prime-age women's labor force participation climbed about 5 points above its pre-pandemic level over a decade, while prime-age men's rose barely a point, only just regaining pre-pandemic levels. Despite economic expansion and labor shortages, work rates for prime-age American men are barely as high as at the trough of the severe Reagan-era recession.
  • Bringing Home the Bacon: Have Trends in Men’s Pay Weakened the Traditional Family? — Using the 25th percentile of pretax earnings among married sole-breadwinner fathers aged 25–29 as a marriageability threshold, the author estimates the share of young single men earning below it moved from 63% to 58% over four decades. Using an earlier baseline year instead yields a larger change, from 72% to 57%.
  • Unemployment/Participation
  • Workforce

Rapid Fertility Decline Is an Existential Crisis

AI Summary. Moravec's Paradox holds that computers handle tasks humans find difficult, like advanced math, more easily than tasks humans find trivial, like making a bed — the very skills needed for elder care as populations fall. Tax breaks for fertility appear ineffective, while more and earlier marriage appears significant.

Jesús Fernández-Villaverde American Enterprise Institute
Date Posted:
February 12, 2025
Is Database:
Database

Jesús Fernández-Villaverde @AEIecon argues that AI is unlikely to deliver viable solutions for old-age care, and proposes that “the US should restructure its entire economic policy toward a family-oriented approach that facilitates marriage.”

Can tax breaks raise fertility, or does marriage matter more?

Core argument: The authors argue that addressing falling fertility carries an impact measured in discounted terms of quadrillions of dollars, though they remain uncertain about which policies would raise US birth rates.

Moravec’s Paradox: programming computers to perform tasks that most humans consider very difficult (e.g., advanced math) is much easier than programming them to carry out tasks that most humans find trivial (e.g., making a bed). Unfortunately, the problems we will face due to the falling population, such as the need for old-age care, require skills like making a bed and not doing advanced math. What can the US do to address the fertility crisis? This is the one-quadrillion-dollar question (yes, tackling fertility has an impact measured in discounted terms of quadrillions of dollars, not just small change like a miserly trillion dollars here or there). We remain uncertain. We know, for example, that offering tax breaks for fertility doesn’t seem to make much difference. Instead, marrying more people (and doing so earlier) does appear to be significant. The US should restructure its entire economic policy toward a family-oriented approach that facilitates marriage. Highlighting the main components of such a policy would merit an article in itself. However, it encompasses housing affordability, reforming the educational system, and enhancing the labor and social skills of many young men.

Takeaways by Macro Roundup® AI

  1. The authors argue that addressing falling fertility carries an impact measured in discounted terms of quadrillions of dollars, though they remain uncertain about which policies would raise US birth rates.
  2. Tax breaks for fertility do not appear to make much difference, while marrying more people and marrying earlier does appear to be significant, according to the authors.
  3. Moravec's Paradox implies that the care needs of an aging population, such as making a bed, are harder to program computers to perform than tasks like advanced math.

Related Articles:

  • The Wealth of Working Nations — Because of population aging, growth in GDP per capita and GDP per working-age adult have diverged across advanced economies; from 1998 to 2019 Japan's accumulated growth per working-age adult was 31.9% versus 29.5% in the US. The authors find a standard neoclassical growth model calibrated to each country's working-age population tracks output per working-age adult in most economies.
  • The Demographic Outlook: 2025 to 2055 — The Congressional Budget Office projects the U.S. population will grow from 350m to 372m over three decades, an average of 0.2% per year, less than a quarter of the 0.9% average annual rate from 1975 to 2024. Deaths are projected to exceed births beginning in 2033, with net immigration more than accounting for population growth thereafter.
  • World Depopulation: Prospects and Implications — The US is projected to account for a growing share of the rich world's labor force, youth, and highly educated talent, with continuing population and labor force growth and only moderate aging through 2050. Its fertility, though below replacement, exceeds that of East Asian and nearly all European countries, and sustained legal immigration is essential to this demographic advantage.
  • Family/Marriage
  • Workforce
    • Demographics

Covid Learning Losses

AI Summary. Public schools in heavily Democratic areas often stayed closed for close to a year, while schools in some Republican areas reopened after only the initial spring closure. Eight of the 10 states with the largest losses in student achievement since 2019 voted Democratic in recent presidential elections, and eight of the 10 with the smallest math shortfalls voted Republican.

David Leonhardt New York Times
Date Posted:
February 12, 2025
Is Database:
Database
Is Important:
Important

.@DLeonhardt reports a sharp partisan gap in learning loss: 8 of the 10 states with the biggest math declines since 2019 – likely due to prolonged school closures – voted Democratic, while 8 of the 10 smallest shortfalls voted Republican.

Do longer school closures explain larger student achievement losses?

Core argument: Eight of the 10 states that have lost the most ground in test scores since 2019 voted Democratic in recent presidential elections, while eight of the 10 states with the smallest math shortfalls voted Republican.

Many public schools in heavily Democratic areas stayed closed for almost a year — from the spring of 2020 until the spring of 2021. In some Republican areas, by contrast, schools remained closed for only the spring of 2020. Eight of the 10 states that have lost the most ground since 2019 voted Democratic in recent presidential elections. And eight of the 10 states with the smallest math shortfalls voted Republican. [Higher initial scores don’t] explain the post-pandemic patterns. For example, New Jersey (a blue state) and Utah (a red state) both had high math scores in 2019, but New Jersey has fared much worse since then.

Takeaways by Macro Roundup® AI

  1. Eight of the 10 states that have lost the most ground in test scores since 2019 voted Democratic in recent presidential elections, while eight of the 10 states with the smallest math shortfalls voted Republican.
  2. Many public schools in heavily Democratic areas stayed closed from the spring of 2020 until the spring of 2021, whereas schools in some Republican areas were closed only for the spring of 2020.
  3. Higher initial scores do not explain the post-pandemic patterns: New Jersey and Utah both had high math scores in 2019, but New Jersey has fared much worse since.

Related Articles:

  • Long COVID for Public Schools: Chronic Absenteeism Before and After the Pandemic — Nationwide chronic absenteeism — the share of students missing at least 10% of a school year — rose from 15% in 2018 to 28% in 2022, and although rates improved in 2023, they remained 75% above the pre-pandemic baseline. Chronic absenteeism is associated with lower standardized test scores, with the highest rates in lower-achieving, higher-poverty districts.
  • What the Data Says About Pandemic School Closures, Four Years Later — Among school districts with similar poverty levels, remote learning was associated with greater declines in student achievement, and a district-level analysis found community poverty rates and the length of school closures had roughly equal effects on outcomes. For each week spent remote, students in poor districts experienced steeper math losses than peers in richer districts.
  • Students Are Making a ‘Surprising’ Rebound From Pandemic Closures. But Some May Never Catch Up — An analysis of standardized test data led by Stanford and Harvard researchers finds elementary and middle-school students have regained about a third of pandemic learning losses in math and a quarter in reading. Because poorer districts lost more ground initially, the typical poor district remains nearly half a grade level behind, versus about a fifth for rich districts.
  • Test Scores
  • Politics
  • Workforce
    • Education
      • K-12

Cows Have Been Infected With a Second Form of Bird Flu

AI Summary. Dairy cows in Nevada were infected with D1.1, a form of H5N1 bird flu circulating in wild birds and poultry that is distinct from the B3.13 version found in more than 950 herds across 16 states. The finding indicates the virus has spilled from birds into cows at least twice.

Emily Anthes and Apoorva Mandavilli New York Times
Date Posted:
February 12, 2025

Cows in Nevada have been infected with a new variant of H5N1, D1.1, which was responsible for the first US death from bird flu this year. This suggests a 2nd spillover from birds to cows beyond the B3.13 variant that has infected herds in 16 states.

Cows in Nevada have been infected with a new variant of H5N1, D1.1, which was responsible for the first US death from bird...

Has bird flu jumped from birds into dairy cows more than once?

Core argument: Dairy cows in Nevada were infected with the D1.1 form of H5N1 bird flu, distinct from the B3.13 version that has infected more than 950 herds across 16 states.

Dairy cows in Nevada have been infected with a new form of bird flu that is distinct from the version that has been spreading through herds over the last year. The virus is a version of H5N1 known as B3.13, which has infected more than 950 herds in 16 states. Scientists believe that it initially jumped to cows from birds about a year ago, somewhere in the Texas panhandle. That transition took scientists by surprise, and this new one even more so. The cows in Nevada were infected with a version of the virus known as D1.1, which has been spreading in wild birds and poultry. It was initially detected in milk collected from a silo as part of a national milk testing strategy announced by the U.S.D.A. late last year. The D1.1 form of H5N1 has also shown itself to be dangerous to people. Of the 67 Americans known to have become ill with H5N1 so far, the only one who died was infected with this version. The [new] finding indicates that the virus, known as H5N1, has spilled from birds into cows at least twice — leading to these two sets of infections — and that it could continue to do so. [Thus] the virus may pose a persistent risk to cows and to the people who work closely with them.

Takeaways by Macro Roundup® AI

  1. Dairy cows in Nevada were infected with the D1.1 form of H5N1 bird flu, distinct from the B3.13 version that has infected more than 950 herds across 16 states.
  2. Of the 67 Americans known to have become ill with H5N1, the only one who died was infected with the D1.1 version that has been spreading in wild birds and poultry.
  3. The D1.1 infection in cows was detected in milk collected from a silo under the national milk testing strategy announced by the U.S.D.A.

Related Articles:

  • Louisiana Patient’s Death From Bird Flu Is the First in US — A patient in Louisiana who was over 65 and had underlying medical conditions died after contracting H5N1 bird flu following exposure to a non-commercial backyard flock and wild birds, the first US fatality linked to the virus. Most US human bird flu infections have occurred in farm workers exposed to infected animals and caused mainly mild symptoms.
  • Genetic Sequences of Highly Pathogenic Avian Influenza A(H5N1) Viruses Identified in a Person in Louisiana — Genetic sequencing of the H5N1 bird flu virus from a severely ill patient in Louisiana identified the D1.1 genotype and found low-frequency mutations in the hemagglutinin surface protein gene. Those mutations were absent from virus sequences in poultry on the patient's property, suggesting they emerged in the patient after infection.
  • Serologic Evidence of Recent Infection with Highly Pathogenic Avian Influenza A(H5) Virus Among Dairy Workers — Michigan and Colorado, June–August 2024 — A serologic survey of 115 dairy workers in Michigan and Colorado found that 8 (7%) had evidence of recent infection with highly pathogenic H5 bird flu virus, all of whom reported milking cows or cleaning the milking parlor. Four of those infected recalled illness around the time cows were sick.
  • Science


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