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The Long Thread of Lessening Labor

Blog Post | Workforce Hours

The Long Thread of Lessening Labor

We have more time to do as we wish and fewer needs that force us to do as we must.

Summary: This article challenges the common perception that human progress has made us work harder and deprived us of leisure. It shows how both market and domestic labor have declined over time, thanks to technological innovations and economic changes. It traces the history of labor alleviation from the Viking era to the present day, and celebrates the benefits of having more time and freedom to pursue our interests.


People often complain that we are all working too hard and that human progress is pointless if we have to labor and strain to achieve our current lifestyles. They say we would be better off curtailing our desires and returning to some Edenic life with more time for ourselves. The problem is that Edenic life never existed. In fact, over the past millennium, humanity has been working less and less. And a thousand years is probably long enough to make the claim that working less is a trend, not a blip.

To understand working hours, it is important to recognize two points. First, households (some societies define households as containing only parents and children, while others extend the definition to cousins and nephews and so on) are the central economic units that should be discussed. Second, labor comes in two flavors: domestic work and market work. Domestic work includes food preparation, childcare, cleaning, or any other labor within the household. Market work generates money or goods to trade for any goods and services that the household does not produce. The “labor burden” on the household is the combined number of hours spent doing those two types of work.

Market and domestic labor can substitute one another. Children can go to kindergarten, and food can be bought as take-out. Likewise, clothes can be purchased from a factory, or they can be stitched at home. People tend to use the option that gets them the desired good or service with the least amount of work. As I will show below, the net effect of changes in those two forms of labor determines the total household labor supply. Or, to put it less formally, it determines how long people have to work to gain what they want. Once those two kinds of labor are added up, a declining trend in the total number of hours worked becomes apparent. Consider this report from the Federal Reserve Bank of Boston:

Specifically, we document that leisure for men increased by 6-8 hours per week (driven by a decline in market work hours) and for women by 4-8 hours per week (driven by a decline in home production work hours). 

And that was just for the period between 1965 and 2003. A closer look at the 20th century suggests that market working hours fell for men and rose for women. The rise in female market working hours was precipitated by technological innovation and a concomitant decline in the number of domestic working hours. Domestic working hours fell greatly for women and, less dramatically, for men. The net effect of the four processes was that leisure hours rose, and total working hours fell, for both men and women.

In his 1930 essay Economic Possibilities for our Grandchildren, the British economist John Maynard Keynes predicted that the next century would usher in an age of prosperity. He also forecasted that people would work less and spend more time at leisure. Keynes turned out to be right. But many modern readers, who come across Keynes’ prediction of a 15-hour workweek, wonder why they are still putting in 40 at the office. The answer is that the work we killed was the domestic labor done largely by women. 

One author estimates that it took 60 hours a week of physical labor to keep a 1930 household working. Today, it takes perhaps 15 hours. Those numbers are not exact, but when you consider the washing machine, the gas oven, the vacuum cleaner, prepared food, and steam irons, the amount of household work eliminated is immense. One of Hans Rosling’s TED talks recounts how the washing machine brought him books. According to the Swedish physician, once the washing machine liberated his mother from laundry, she had more time to read to him. The South Korean economist Ha Joon Chang claims that the washing machine – by which he really means all domestic labor-saving technologies – changed the world more than the internet.

But labor alleviation did not begin in the 20th century. In her new book (The Fabric Of Civilisation came out in November 2020), the American writer Virginia Postrel estimates that it took 365 full days of work to spin enough thread to make a Viking sail. Days and days of work to create enough thread to weave a bandana and weeks to make a pair of jeans. The Vikings used the drop spindle to make thread – a basic technology that humans used for millennia. The spinning wheel, which partly mechanized the process, arrived in Europe sometime in the 11th or the 12th century A.D. 

Then came the Industrial Revolution, first with the Spinning Jenny, which was followed by Crompton’s Mule and endless other derivatives. These machines progressively automated what was a horrendously time-consuming and nearly exclusively female domestic task for centuries. The economic historian Brad Delong has remarked that when women of any class are depicted in older literature, there is always reference to their spinning. By the time of Jane Austen’s novels in the late 18th and early 19th century A.D., spinning is never mentioned – it was all done in the factories by then.

We all have more leisure now than our forebears did. We have more time to do as we wish and fewer needs that force us to do as we must. But this wonderful outcome of human progress is obscured by the fact that, in large part, it is the household labor that has been automated away. Sure, the Roomba might not be a great leap forward, but it is just the latest iteration of a process that began a thousand years ago. And there is no sign of it ending.

The Keyword | Employment

AI Is Helping Workers Across Jobs, but Not Replacing Them

“Google is launching the first iteration of the AI & Economy ATLAS (Activity, Task, Landscape, and Adoption Study), an ongoing, large-scale, de-identified study of how people are using Google’s AI products and tools…

Here a few of the most interesting observations so far:

  • AI use at work is broad but shallow: Workplace adoption spans all industry sectors and also 68% of all occupations that collectively represent 90% of total U.S. employment. However within jobs, people are using AI selectively: in a typical job AI is used for only ~21% of tasks.
  • At work, most AI use is focused on collaboration and assistance with tasks, and so far task automation is uncommon: ATLAS data shows the vast majority of AI interactions at work focus on collaborative uses such as ideation, strategy, information retrieval, and learning. Tasks like creative design and hypothesis testing (categorized in ATLAS as “non-routine cognitive”) show up in AI work interactions at a much higher rate than in the economy as a whole (65% vs 35%). Less than 10% of those interactions fully automate tasks.
  • AI use is not limited to white collar workers, it’s also assisting workers in predominantly physical and manual occupations with adjacent tasks: AI use for work is not limited to jobs traditionally seen as knowledge work. While not as prevalent, workers in manual and technical trades (e.g., auto technicians, industrial mechanics) are using conversational AI as a live collaborator for real-time diagnostics, troubleshooting, and on-the-fly learning. When workers in these areas use our AI tools, they’re 2x more likely to use multimodal AI (i.e. using AI to create images or video). For example, automotive technicians and industrial mechanics use AI to interpret complex test results, debug electrical wiring, and inspect machinery for wear.
  • AI is delivering value at home that may be missed in standard economic metrics, particularly around high-friction administrative tasks: Over 86% of interactions with AI tools in ATLAS occur outside of work. People are using AI in new and interesting ways not captured in standard economic metrics including productive household activities (e.g. researching purchases, help with using appliances, and tools) and high-friction administrative tasks (e.g. navigating government services like taxes, licensing, and fines).”

From The Keyword.

Blog Post | Employment

Evolving Markets Drove the Remote Work Revolution

Free choices—not mandates—have made flexible work a lasting reality.

Summary: Remote and hybrid work have become a durable feature of the modern workplace, with most remote-capable employees choosing flexible arrangements that benefit both workers and employers. Evidence suggests these models can improve productivity, job satisfaction, health, and employee retention while reflecting voluntary market decisions rather than government mandates. As with many past workplace improvements, adoption has largely preceded legal recognition, suggesting that policy should remove barriers to flexible work instead of attempting to direct it.


Back in 2020, I noted, “The dramatic rise in telework amid the pandemic is a radical experiment, but its effects will be long-lasting.” I was right. Rates of full-time, in-office work plummeted during the pandemic, and while many employers have since shifted from fully remote work to hybrid work schedules, hybrid work levels have remained stable since 2022. In 2025, 78% of full-time remote-capable U.S. employees are either hybrid or fully remote, with hybrid as the most common arrangement.

What is sustaining this transformation of the workplace? The inconvenient answer for those who see government action as the source of progress is that this transformation is thanks to freely chosen, mutually beneficial decisions by employers and employees rather than any top-down mandate. 

The proof is in how durable these patterns have been. Millions of workers and employers continue to choose them because they work. Roughly half of the U.S. workforce consists of employees who are capable of working remote or hybrid jobs. The most common arrangement sees workers commute two days a week and work remotely the other three. Most workers appreciate the flexibility, with a mere 6% of remote-capable workers saying they prefer to work on-site full-time.

An analysis from the Bureau of Labor Statistics found that across industries, the rise in remote work and total factor productivity growth may be positively correlated, and many employees report higher productivity at home. Some research also suggests that hybrid and fully remote work may have positive effects on individual employee productivitysatisfaction, and physical health, as well as employee retention.

Historically, most improvements for workers have followed a similar pattern—wherein the market dictates employer-employee relationships, not government—despite a popular narrative to the contrary. The economist Benjamin Powell observed that legal labor standards, working-hour limits, and the introduction of a minimum wage in the United States and other wealthy countries after industrialization largely mirrored policies that employers had already implemented of their own accord. Legislation merely codified preexisting norms instead of prompting a change in industry practices. 

Economist Price Fishback similarly noted, for example, “State laws limiting the number of working hours for women … passed after many employers had substantially reduced hours for women. Recent studies have found that the laws had relatively little effect.” 

A century ago, the Ford Motor Company pioneered limiting the workweek to five days. Ford’s example soon inspired manufacturers across the country and around the world to adopt the Monday-to-Friday workweek. That occurred because employers discovered that productivity increased, while employees valued the extra leisure time. As the economist Ludwig von Mises put it, “The nineteenth century’s labor legislation by and large achieved nothing more than to provide ratification for changes which the interplay of market factors had brought about previously.”

Today, remote and hybrid work often benefits both employers and employees, and this work flexibility rise occurred in spite of many outdated government rules that hinder such arrangements. These rules are in desperate need of reform. For example, various federal tax rules discriminate against remote work arrangements, while differing state rules can subject remote workers to double taxation, and occupational licensing rules limit workers’ options to move between states. If anything, the government has stood in the way of the great workplace transformation toward remote and hybrid work.

Calls to legally mandate remote or hybrid work are a misguided attempt to give the government credit for a shift that has already happened independently of government action. Premier Jacinta Allan of Victoria, Australia, announced that her state government will enshrine a legal right for employees, in both the private and public sectors, who can perform their job from home to do so at least two days a week. The law comes into effect in September.

The legal change will benefit few employees, as 65% of Victorians are already hybrid or remote, but it will create more bureaucratic headaches by adding unnecessary red tape for employers and employees alike. “WFH [work from home] is already happening, and there is no reason to legislate a one-size-fits-all approach,” cautioned Andrew McKellar, the chief executive of the Australian Chamber of Commerce and Industry.

This represents perhaps the first example of a legal entitlement to work from home, coming long after the market has already made such arrangements widespread. “If you can do your job from home, we’ll make it your right—because we’re on your side,” said Allan. In reality, it is employers and employees exercising their freedom in the market, not political mandates, that have made the flexibility of remote and hybrid work widely available today.

This article was originally published at RealClearMarkets on 6/23/2026.

Wall Street Journal | Employment

The New Jobs Being Created by AI

“Artificial intelligence has sparked fears it will become a job killer. It’s also fueling a crop of new careers.

AI created 640,000 jobs between 2023 and 2025 in the U.S., according to an analysis by LinkedIn of job posting data, including new white-collar positions such as head of AI and AI engineer. That tally doesn’t include the huge number of temporary construction jobs tied to building the mammoth data centers AI relies on…

The fast-emerging new jobs help train AI to improve its performance and take on more tasks, and help train humans to use AI in their work. The jobs run the gamut from high-level careers in AI strategy to hourly work. Many of these new employees work directly for AI companies, but other industries including finance, healthcare and manufacturing are also snapping up such workers as they seek to capitalize on the technology.”

From Wall Street Journal.

World Bank | Quality of Government

Côte D’Ivoire’s Land Reforms Are Unlocking Jobs and Growth

“Secure land tenure transforms dormant assets into active capital—unlocking access to credit, encouraging investment, and spurring entrepreneurship. These are the building blocks of job creation and economic growth.

When landowners have secure property rights, they invest more in their land. Existing data shows that with secure property rights, agricultural output increases by 40% on average. Efficient land rental markets also significantly boost productivity, with up to 60% productivity gains and 25% welfare improvements for tenants…

Building on a long-term partnership with the World Bank, the Government of Côte d’Ivoire has dramatically accelerated delivery of formal land records to customary landholders in rural areas by implementing legal, regulatory, and institutional reforms and digitizing the customary rural land registration process, which is led by the Rural Land Agency (Agence Foncière Rurale – AFOR).

This has enabled a five-fold increase in the number of land certificates delivered in just five years compared to the previous 20 years.”

From World Bank.