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Economy

Understanding Inflation in Today’s US Economy: Causes, Effects, and Policy Responses

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Last Updated on November 5, 2024 by Daily News Staff

Inflation remains one of the most discussed and misunderstood economic issues affecting the United States today. With rising prices impacting everything from grocery bills to gas stations, understanding the underlying causes, ongoing impacts, heresies and speculations, and possible solutions is essential. In this blog, we delve into the complexities of inflation and examine the role of government actions, particularly under the Biden Administration, in managing this economic challenge.

one us dollar banknote on table. Inflation
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What Causes Inflation?

Inflation can arise from several sources, categorized mainly into three types: demand-pull inflation, cost-push inflation, and built-in inflation.

  • Demand-pull inflation occurs when the demand for goods and services exceeds their supply.
  • Cost-push inflation is caused by an increase in the costs of production, such as raw materials and wages.
  • Built-in inflation emerges from the expectation of future price increases, leading workers to demand higher wages, which companies pass on to consumers as higher prices.

Understanding these mechanisms is crucial to addressing inflation effectively, as each type may require different policy responses.

Current Causes of Inflation in the US

Today, the US economy faces inflation driven largely by post-pandemic economic recovery dynamics. Key factors include supply chain disruptions, increased consumer spending, substantial government stimulus measures, and global economic pressures. Each of these factors has combined in unique ways to push prices upward, albeit hopefully temporarily.

Heresies, Speculations, and Truths

A significant point of contention and speculation revolves around the concept that corporations are exploiting these turbulent times to increase prices disproportionately, thereby boosting profits at the expense of consumers. While businesses are indeed facing increased costs, the extent to which these are being passed on to consumers varies by industry and firm, leading to debates over potential price gouging.

This raises an essential question: Are current inflation trends purely the result of macroeconomic factors, or are they exacerbated by strategic corporate pricing behaviors? The truth likely lies somewhere in between, reflecting the complex interplay of cost-driven pricing adjustments and market power.

Policy Responses and Actions by the Biden Administration

Addressing inflation requires a combination of monetary policy, fiscal adjustments, and targeted interventions.

  • Monetary Policy: Traditionally managed by the Federal Reserve, this includes manipulating interest rates and controlling the money supply to temper economic overheating.
  • Fiscal Policy: Here, government spending and taxation play roles—areas where the administration has significant influence.
  • Regulatory Measures: The government can enforce antitrust laws, monitor unfair pricing practices, and ensure a competitive market environment.

Under President Biden, the Inflation Reduction Act represents a broad policy measure ostensibly designed to tackle inflation by making long-term investments in energy infrastructure, healthcare, and tax reforms. While its name suggests an immediate reduction in inflation, its actual impacts are geared more towards future economic stability and growth.

Furthermore, the administration can support the economy through social programs, wage supports, and direct financial aid, which can alleviate the burden on consumers and help stabilize demand.

Something to Think About

While inflation remains a pressing issue, it is clear that no single policy or action can completely address its varied causes. A balanced approach that includes responsible monetary policy, prudent fiscal management, and firm regulatory oversight is essential. Moreover, clear communication and strategic planning by the administration can help set realistic expectations and guide the economy toward a more stable future.

In tackling inflation, understanding its roots, dispelling myths, and implementing a holistic strategy are vital steps forward for the Biden administration and other stakeholders. As we navigate these economic challenges, staying informed and engaged is crucial for all citizens.

References and Resources

Understanding inflation involves a multi-faceted approach, taking into account economic theories, current events, and policy impacts. Here are some resources that can provide a well-rounded view of the ongoing discussions and analyses regarding inflation in the current US economy:

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  1. Federal Reserve Economic Data (FRED) – St. Louis Fed
  • Website: FRED – Economic Data
  • Description: Access a wealth of data on inflation, interest rates, employment, and more. An invaluable tool for analyzing economic trends.
  1. Bureau of Economic Analysis (BEA)
  • Website: BEA – U.S. Economic Accounts
  • Description: Find detailed economic analyses and data on GDP, consumer spending, and corporate profits, all of which tie into broader inflation discussions.
  1. The Economist – Finance and Economics Section
  • Website: The Economist
  • Description: Offers insightful articles on global and US economic conditions, including expert analyses on inflation and government policies.
  1. “The Causes and Consequences of Inflation” – Brookings Institution
  • Website: Brookings
  • Description: Brookings provides thorough research articles and papers on economic topics, including detailed discussions on inflation causes and effects.
  1. “Inflation Dynamics and Monetary Policy” by the International Monetary Fund (IMF)
  • Website: IMF Publications
  • Description: This paper discusses inflation dynamics and the impact of monetary policy, offering a global perspective that can also be applied to the US context.
  1. Wall Street Journal – Economy Section
  • Website: WSJ – Economy
  • Description: Regular updates on economic trends, inflation rates, and Federal Reserve actions, with professional commentary.
  1. “Principles of Economics” by N. Gregory Mankiw
  • Where to find: Amazon or your local bookstore
  • Description: Although not an article, this textbook provides a solid foundation in economic principles, including detailed discussions on how inflation works.
  1. National Bureau of Economic Research (NBER)
  • Website: NBER
  • Description: A wealth of research papers on economic topics, including inflation studies that help explain current trends in the US.

By exploring these resources, you can gain a deeper insight into how inflation is currently affecting the US economy, what the potential future trends could be, and how policy decisions influence the economic outlook.

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Economy

Donor States vs. Recipient States: Where Does Your Federal Tax Dollar Go?

Some states send Washington more money than they receive, while others receive considerably more federal spending. Here’s what “donor state” really means—and why the numbers don’t necessarily measure government dependency.

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Donor States.
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Every year, Americans send trillions of dollars to Washington through income taxes, payroll taxes, corporate taxes and other federal revenues. The federal government then sends trillions back across the country through Social Security, Medicare, Medicaid, military spending, federal salaries, contracts, grants, infrastructure projects and dozens of other programs.

But the money doesn’t necessarily return to the states in the same proportions in which it was collected.

That’s where the terms “donor state” and “recipient state” come in.

What Is a Donor State?

Simply put, a donor state sends more money to the federal government than it receives back in federal spending.

Imagine taxpayers and businesses in a state contribute $100 billion to the federal government during a year. If federal spending within that state totals only $80 billion, the state has effectively contributed $20 billion more to the federal government than it received.

A recipient state experiences the opposite: federal expenditures within the state exceed the amount collected there in federal revenue.

These aren’t official federal government classifications, however. They’re terms commonly used by researchers analyzing the flow of money between individual states and Washington.

Only Three Donor States in 2023?

According to an August 2025 analysis from the Rockefeller Institute of Government using preliminary federal fiscal year 2023 data, only three states had negative balances—meaning they contributed more federal revenue than they received in federal expenditures.

Those states were:

New Jersey: approximately $18.9 billion more contributed than received.

Massachusetts: approximately $6.8 billion more contributed than received.

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Washington: approximately $54 million more contributed than received.

At first glance, that might suggest nearly every other state depends financially on those three states.

The reality is considerably more complicated.

Some states send Washington more money than they receive, while others receive considerably more federal spending. Here’s what “donor state” really means—and why the numbers don't necessarily measure government dependency.

COVID Changed the Numbers

Historically, several wealthy states—including California and New York—have frequently appeared on the donor side of the equation.

The enormous federal response to the COVID-19 pandemic disrupted that pattern.

Trillions of dollars in extraordinary federal spending flowed into states through stimulus payments, business assistance, unemployment programs, healthcare funding, state and local government assistance and other programs.

Even after the emergency phase of the pandemic ended, some of those expenditures continued influencing federal balance-of-payments calculations.

That’s one reason examining a single year can produce a misleading picture.

California: Recipient Today, Historical Donor

California provides perhaps the best example.

In fiscal year 2023, California technically received slightly more federal spending than it contributed—approximately $342 more per person.

But look at the longer-term numbers and the picture changes.

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Using a nine-year average that excludes COVID-related spending, Rockefeller Institute researchers calculated California’s average balance at approximately negative $29 billion.

In other words, over a more typical period, California has historically contributed substantially more to the federal government than it received.

Its enormous economy, high incomes and large number of taxpayers generate tremendous amounts of federal revenue.

New York Tells a Similar Story

New York has also historically ranked among America’s major donor states.

Yet in 2023, New York had a positive federal balance of approximately $13.3 billion, receiving roughly $1.04 in federal expenditures for every $1 it contributed.

Researchers attributed much of the change from New York’s historical pattern to lingering pandemic-era federal expenditures.

As those programs disappear from the calculations, New York could return to its traditional position as a donor state.

Arizona Is a Net Recipient

Arizona presents a different picture.

Over the Rockefeller Institute’s nine-year analysis, Arizona averaged a positive federal balance of approximately $44.5 billion.

Even after excluding COVID-related spending, Arizona’s average remained positive at roughly $35.3 billion.

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That means federal expenditures flowing into Arizona have substantially exceeded federal revenue collected from the state.

But that doesn’t mean Arizona simply receives tens of billions of dollars in “welfare.”

Federal spending includes far more than public assistance.

Arizona hosts military installations, federal lands and agencies, defense and aerospace operations, veterans programs and a significant retiree population receiving Social Security and Medicare.

All of those expenditures count toward the state’s federal balance.

Texas Receives More Than It Sends

Texas also had a substantial positive balance in 2023.

Federal expenditures exceeded revenues collected from Texas by approximately $80 billion, making it one of the country’s largest net recipients in total dollars that year.

Again, the number needs context.

Texas is home to major military installations, NASA operations, defense contractors, federal infrastructure projects and millions of Social Security and Medicare recipients.

Those federal dollars all count as money flowing back into the state.

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The Surprising Leader: Virginia

If recipient-state status simply meant dependency on federal welfare programs, Virginia would seem like an unlikely candidate to lead the country.

Yet Virginia recorded the nation’s largest positive federal balance in 2023 at approximately $145.4 billion.

Why?

Location.

Virginia sits next to Washington, D.C., and contains an enormous concentration of federal employees, military installations, government contractors and defense spending.

Neighboring Maryland ranked second with a positive balance of approximately $81.1 billion.

The numbers illustrate why federal balance-of-payments statistics should not automatically be interpreted as measurements of welfare dependency.

A recipient state isn’t necessarily a “welfare state.” Federal expenditures include Social Security, Medicare, military installations, defense contracts, federal salaries, research, infrastructure, grants and other programs.

Where Does the Federal Money Actually Go?

Federal expenditures flowing into a state can include:

  • Social Security
  • Medicare and Medicaid
  • Military bases and personnel
  • Defense contracts
  • Federal employee salaries
  • Highway and transit funding
  • Scientific and university research
  • Agricultural programs
  • Veterans benefits
  • Disaster assistance
  • Federal grants
  • Infrastructure projects
  • Federal agency operations

A state containing a large military installation, federal laboratory or government agency can therefore receive billions of federal dollars without that money having anything to do with traditional public assistance programs.

Why Wealthier States Often Become Donors

Federal income taxes are progressive.

People with higher incomes generally pay a larger percentage of their income in federal income taxes.

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States containing large concentrations of high-income households and highly profitable companies can consequently generate enormous amounts of federal revenue.

That helps explain why states such as California, New York, New Jersey and Massachusetts have historically appeared frequently among net contributors.

The federal government doesn’t earmark the taxes collected in California exclusively for California.

The money enters the national treasury and helps finance programs throughout the United States.

In that sense, federal taxation intentionally redistributes resources geographically as well as economically.

So Are Donor States “Subsidizing” Recipient States?

In a broad accounting sense, yes.

Federal revenue collected disproportionately from some states helps finance federal expenditures occurring elsewhere.

But describing the relationship simply as one state “paying for” another leaves out important context.

Federal spending follows national priorities rather than state borders.

A Navy base in Virginia protects the entire country. NASA facilities in Texas conduct missions funded by taxpayers nationwide. Social Security benefits paid to a retiree in Arizona may reflect payroll taxes that person paid while working decades earlier in California, Illinois or New York.

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Americans and businesses also move between states throughout their lives.

The federal system was never designed to ensure that every dollar collected within a state’s borders would eventually return to that same state.

The Bigger Picture

The donor-state debate is often used as political ammunition, particularly when politicians argue about which parts of the country are supporting others.

The numbers are real, but they require context.

A state can move from donor to recipient status because of a recession, natural disaster, military spending, demographic changes, infrastructure investments or extraordinary events such as the COVID-19 pandemic.

That’s why examining several years of data generally tells us more than looking at a single year.

Ultimately, the donor-versus-recipient calculation reveals something fundamental about the United States:

Federal taxes don’t remain where they’re collected.

They become part of a national pool used to fund programs, obligations and investments across all 50 states.

And depending on where you live, your state may be putting more into that pool—or taking more out—at any particular moment.

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Ghost Jobs: The Hidden Hiring Trend Affecting Millions of Job Seekers

Ghost jobs are becoming a growing concern for job seekers. Learn what they are, why companies post them, and how they affect hiring, the economy, and your job search.

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Why You Keep Applying—But Never Hear Back

If you’ve ever spent hours tailoring your résumé for a position only to hear nothing in return, you may have encountered what’s known as a ghost job.

concentrated young black guy sitting at table and working remotely on netbook. Ghost Jobs.
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A ghost job is a job posting that appears active but isn’t currently being filled. While not every old or inactive listing is intentionally misleading, many remain online long after hiring has paused—or even after the position has already been filled.

The result is growing frustration among job seekers and increasing questions about the accuracy of employment data.


What Exactly Is a Ghost Job?

A ghost job is an advertised position where an employer has little or no immediate intention of hiring someone.

This doesn’t necessarily mean the company is acting maliciously. There are several reasons these listings exist.

Companies may:

  • Build a database of future candidates
  • Test salary expectations and available talent
  • Comply with internal hiring policies
  • Maintain the appearance of growth
  • Delay removing listings after a hiring freeze or filled position

For applicants, however, the experience is often the same: applications disappear into a black hole.


Why Companies Post Ghost Jobs

Some employers say maintaining job listings helps them prepare for future growth.

Others keep positions open because budgets haven’t been finalized or executive approval hasn’t been granted.

Recruiters may also continue collecting résumés so they’re ready when a position eventually opens.

While these reasons may make business sense, they can create unrealistic expectations for applicants actively searching for work.


The Impact on Job Seekers

Ghost jobs can have real consequences.

Many applicants spend dozens of hours:

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  • Researching companies
  • Customizing résumés
  • Writing cover letters
  • Completing assessments
  • Participating in interviews that never lead anywhere

The emotional toll can be significant.

Repeated silence often leaves qualified workers questioning their experience or abilities when the issue may simply be that the position was never actively available.


How Ghost Jobs Affect the Economy

The effects extend beyond individual applicants.

Employment Data Can Be Misleading

Job openings are often viewed as a sign of economic strength.

If a significant share of posted openings aren’t being actively filled, the labor market may appear stronger than it actually is.

That can influence:

  • Business confidence
  • Consumer confidence
  • Economic forecasts
  • Public policy discussions

Productivity Suffers

Job seekers spend valuable time applying for positions that may never result in interviews.

Recruiters also spend time managing applications for jobs that aren’t immediately available.

Those inefficiencies create costs for both workers and employers.


Hiring Becomes Less Efficient

When applicants lose trust in job boards, they’re less likely to apply broadly.

Companies with legitimate openings may receive fewer qualified applicants because candidates become skeptical of online listings.


Are Ghost Jobs Illegal?

Generally, no.

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In most cases, employers are legally allowed to advertise positions even if they’re not hiring immediately.

However, critics argue that intentionally leaving inactive jobs online without updating their status reduces transparency and wastes applicants’ time.

Some employment experts have called for greater accountability and clearer labeling of inactive or future hiring opportunities.


How to Spot a Ghost Job

While there’s no foolproof method, these warning signs may indicate a listing isn’t actively being filled:

  • The same position has been reposted for months.
  • The posting never disappears.
  • Employees report hiring freezes.
  • The company rarely responds to applicants.
  • The job description is vague or unusually generic.

Tips for Job Seekers

Instead of applying blindly:

  • Focus on recently posted openings.
  • Connect with recruiters or current employees.
  • Research whether the company is actually expanding.
  • Use networking alongside online applications.
  • Follow up professionally when possible.

Quality applications often produce better results than sending hundreds of résumés.


Looking Ahead

Artificial intelligence has made it easier than ever for applicants to submit hundreds of applications—and for employers to post and manage thousands of job listings.

As hiring becomes increasingly automated, transparency may become one of the most valuable qualities in the recruiting process.

For both employers and job seekers, trust remains the foundation of a healthy labor market.

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Joby Aviation and Toyota kick off manufacturing alliance to scale electric air taxi production

Joby Aviation and Toyota launch a joint venture to improve productivity, quality, and cost as they prepare to scale electric air taxi production.

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Joby Aviation and Toyota Motor Corporation have launched the initial phase of a strategic manufacturing alliance aimed at accelerating commercial production of electric air taxis—an early step the companies say is designed to make “air mobility for all” a practical, everyday reality.

Announced June 30, 2026, the partnership formalizes a new joint venture that will combine Joby’s electric aviation development with Toyota’s production systems and operational expertise. The near-term focus: building the groundwork for commercial production while pushing improvements in productivity, quality, and cost—key factors as the industry moves from prototypes to scaled manufacturing.

Joby Aviation and Toyota launch a joint venture to improve productivity, quality, and cost as they prepare to scale electric air taxi production.
Joby Aviation and Toyota Motor Corporation Launch Initial Phase of a Strategic Manufacturing Alliance to Realize Air Mobility for All

What the joint venture is designed to do

According to the companies, the alliance will initially concentrate on:

  • Establishing the foundation for commercial production capability
  • Advancing manufacturing excellence with an emphasis on productivity, quality, and cost
  • Supporting expansion of Joby’s production capacity as it works toward aircraft certification and prepares for anticipated demand

The announcement positions Toyota’s manufacturing playbook—known globally for lean production and continuous improvement—as a lever to help Joby move from development into repeatable, high-quality output at scale.

Why it matters: eVTOLs need scale, not just flight tests

Electric vertical take-off and landing (eVTOL) aircraft have become one of the most closely watched bets in next-generation transportation, but the path to viable air taxi services depends on more than successful test flights. Certification timelines, supply chain readiness, and the ability to produce aircraft consistently (and affordably) are often what separates promising technology from commercial reality.

By forming a joint venture focused on manufacturing readiness, Joby and Toyota are signaling that the next competitive frontier is industrialization—how quickly and reliably eVTOL aircraft can be built to meet safety standards and market demand.

Related Links for Further reading

  1. Joby Aviation (official): https://www.jobyaviation.com
  2. Joby Investor Relations / News (official updates & filings): https://ir.jobyaviation.com
  3. Toyota Newsroom (official): https://www.toyotanewsroom.com
  4. Toyota Global (corporate overview): https://global.toyota/en
  5. FAA Advanced Air Mobility / Air Taxis (context): https://www.faa.gov/air-taxis

What executives are saying

Joby founder and CEO JoeBen Bevirt emphasized the long-running relationship between the companies, calling the joint venture a reflection of shared confidence in the opportunity ahead.

“Toyota has been by Joby’s side for nearly a decade, providing invaluable guidance and support as we built the foundation for manufacturing our aircraft,” Bevirt said. “Together, we share a vision of making aerial mobility an everyday reality.”

Toyota Motor Corporation Chairman Akio Toyoda framed air mobility as an extension of the company’s broader mission.

“Since our founding, we’ve been guided by the philosophy of providing mobility for all,” Toyoda said, adding that Toyota views air mobility as “a natural extension of that philosophy—from the ground into the sky.”

About the companies

Joby Aviation (NYSE: JOBY) is a California-based transportation company developing an all-electric eVTOL air taxi. The company intends to operate its own air taxi service in cities worldwide and sell aircraft to other operators and partners.

Toyota (NYSE: TM) has operated in North America for nearly 70 years and says it is focused on sustainable, next-generation mobility through Toyota and Lexus brands. Toyota reports nearly 64,000 employees in North America, 14 manufacturing plants, and more than 1,800 dealerships. The company also noted that its North Carolina plant began assembling automotive batteries for electrified vehicles in 2025.

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What to watch for next

For readers tracking the air taxi sector, the next milestones will likely center on:

  • Details on how the joint venture will be structured operationally
  • Updates on Joby’s certification progress and production ramp timelines
  • Signs of how manufacturing improvements translate into cost reductions and throughput
  • Additional agreements or expanded collaboration as the alliance progresses

While the companies highlighted expected benefits, they also noted the usual forward-looking risks—such as regulatory certification timelines, market conditions, and the ability to finalize additional agreements.

Source: Toyota Motor North America / PRNewswire (June 30, 2026)

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