Despite the rapid proliferation of artificial intelligence (AI) chatbots and virtual assistants, finding an answer to a question that a company’s software is not programmed to address can be frustrating. Searching through countless options on price-comparison Web sites for the best insurance policy or airline ticket can be equally exhausting. Yet, we tend to view this “time tax” as the cost of doing business in today’s digitized global economy.
To be sure, we already spend much of our time online for both work and leisure. Internet users in the US spend about eight hours per day online on activities like video meetings, shopping or watching shows and movies on streaming services. However, digital technologies also consume our waking hours in subtler ways, allowing companies to offload onto users tasks that their employees previously performed.
Consider, for example, the automated checkouts that allow us to scan and bag our groceries. This reduces the need to hire cashiers, enabling supermarket chains to save on wage costs, boost revenues and enhance productivity. It might even save consumers some time by shortening queues. Still, this represents a shift from paid labor to unpaid work by customers.
Consider filing a tax return. Many Americans today use software like TurboTax to file their annual taxes. While this might save consumers time and money, enabling them to avoid paying for an accountant or tax expert, it also represents a shift away from paid professionals to self-service.
These trends might provide an early indication of the potential labor-market disruption caused by large language models and machine learning.
Nearly 20 percent of US workers, particularly high-income earners, are vulnerable to automation, a study last year showed. However, a comprehensive assessment of the AI revolution’s costs and benefits must also account for its impact on what economists call the “household account”: our personal (unpaid) time and valuable, but non-monetized domestic work.
Moreover, while AI may help companies reduce costs and boost profit margins, these gains are not necessarily shared with consumers. For example, are stores using automated checkouts charging lower prices or providing better service than their less automated counterparts?
In fact, there seems to be little evidence that these technologies have actually benefited consumers. While the digital economy has provided us with valuable free services, it has also enabled companies to extract money from users by obscuring prices and quality through overly complicated designs, “dark patterns” — interfaces meant to manipulate users into making poor decisions — and potentially collusive algorithmic pricing models.
Yet the real question is why digital innovation has not led to meaningful improvements in domestic productivity.
The washing machine was one of humanity’s greatest innovations, because it saved caregivers — the vast majority of them women — a huge amount of time and effort, the late physician and statistician Hans Rosling said. So far, the digital revolution has not produced a similar time-saving breakthrough.
One possible explanation is that it is difficult to quantify the care economy. While it is well established that demand for care workers is growing across OECD countries, economic statistics do not capture the amount of time devoted to care work. The US Bureau of Economic Analysis and the British Office for National Statistics publish household production figures occasionally, but policymakers and the media rarely pay attention to these data.
Fortunately, researchers are working to bridge this gap. University of Kansas economist Misty Lee Heggeness, for example, is developing a “dashboard” of indicators on care work in the US. Similarly, the London-based Economic Statistics Centre of Excellence is exploring ways to analyze time-use data to measure household activity.
A new “GDP-B” metric is required to capture the benefits of free digital services, such as online search and e-mail, MIT economist Erik Brynjolfsson said.
Similarly, we need a measure — let us call it “GDP-H” — that accounts for activity in the unpaid economy. The goal of such a metric would be to provide an accurate picture of economic activity. At present, we overlook much of the value that technology creates or destroys simply because it is not monetized.
While measuring the frictions created by today’s digital technologies remains challenging, they take up an increasingly large portion of our daily lives. With AI-powered automation looming on the horizon, it is crucial to ensure that technological advances simplify life rather than complicate it and that the benefits are accessible to all.
To achieve this, the AI industry must generate more value than it destroys. While major new technologies are always disruptive, their social acceptance hinges on their ability to improve people’s lives in meaningful ways.
Diane Coyle, a public policy professor at the University of Cambridge, is the author of Cogs and Monsters: What Economics Is, and What It Should Be (Princeton University Press, 2021) and the forthcoming The Measure of Progress: Counting What Really Matters (Princeton University Press, Spring 2025).
Copyright: Project Syndicate
President William Lai (賴清德) attended a dinner held by the American Israel Public Affairs Committee (AIPAC) when representatives from the group visited Taiwan in October. In a speech at the event, Lai highlighted similarities in the geopolitical challenges faced by Israel and Taiwan, saying that the two countries “stand on the front line against authoritarianism.” Lai noted how Taiwan had “immediately condemned” the Oct. 7, 2023, attack on Israel by Hamas and had provided humanitarian aid. Lai was heavily criticized from some quarters for standing with AIPAC and Israel. On Nov. 4, the Taipei Times published an opinion article (“Speak out on the
Most Hong Kongers ignored the elections for its Legislative Council (LegCo) in 2021 and did so once again on Sunday. Unlike in 2021, moderate democrats who pledged their allegiance to Beijing were absent from the ballots this year. The electoral system overhaul is apparent revenge by Beijing for the democracy movement. On Sunday, the Hong Kong “patriots-only” election of the LegCo had a record-low turnout in the five geographical constituencies, with only 1.3 million people casting their ballots on the only seats that most Hong Kongers are eligible to vote for. Blank and invalid votes were up 50 percent from the previous
More than a week after Hondurans voted, the country still does not know who will be its next president. The Honduran National Electoral Council has not declared a winner, and the transmission of results has experienced repeated malfunctions that interrupted updates for almost 24 hours at times. The delay has become the second-longest post-electoral silence since the election of former Honduran president Juan Orlando Hernandez of the National Party in 2017, which was tainted by accusations of fraud. Once again, this has raised concerns among observers, civil society groups and the international community. The preliminary results remain close, but both
News about expanding security cooperation between Israel and Taiwan, including the visits of Deputy Minister of National Defense Po Horng-huei (柏鴻輝) in September and Deputy Minister of Foreign Affairs Francois Wu (吳志中) this month, as well as growing ties in areas such as missile defense and cybersecurity, should not be viewed as isolated events. The emphasis on missile defense, including Taiwan’s newly introduced T-Dome project, is simply the most visible sign of a deeper trend that has been taking shape quietly over the past two to three years. Taipei is seeking to expand security and defense cooperation with Israel, something officials