The Federal Reserve Bank of San Francisco

Shaping the Economy

Signs of innovation are everywhere in our daily lives. The cellular phone has gone from being an exclusive, expensive novelty to being common fare for millions. New pharmaceuticals enter the market regularly. The Internet, unavailable to most of us a decade ago, is accessed by millions of people every day for information, communications, and transactions. Even traffic lights have been improved through the use of low energy LED technology.

Innovations also are changing our lives at work, making us more productive. The improvement in productivity can be traced to innovations in the equipment and software we use in our factories, farms, warehouses, offices, and stores as well as innovations in the organization of our workplaces. What makes the recent experience especially notable is that key breakthroughs in technologies are having an ever-growing application in production processes. In this regard, the current period is taking on the look of previous pivotal episodes in our history in which innovations such as the steam engine and electrification had protracted and extensive positive effects on productivity. Given this past experience, the expanding scope for innovation along with the continued emphasis by businesses on improving productivity build a convincing case that the higher productivity growth we are experiencing will persist.

The prospects for continued innovation and heightened productivity growth are important to all of us. As we move ahead in the 21st century, the path of innovation and productivity growth will shape improvements in our economic well-being. It also will influence the mix of goods and services available to us as well as the jobs we perform.

History in the Making
The remarkable strength of productivity growth has been a hallmark of the economy in recent years. The most familiar measure of productivity, labor productivity, is measured by real (inflation-adjusted) output per labor hour. Prior to the second half of the 1990s, the U.S. economy had endured a more than twenty-year slump in labor productivity growth. From 1973 through 1995, for example, labor productivity grew at an average rate of only about 1.4 percent per year. In the past eight years, labor productivity growth has averaged an impressive 3.0 percent per year.

The rise in productivity and the proliferation of innovation in recent years tell us that something new, though not unprecedented, is going on in the economy. Similar boosts to the economy from innovation and productivity growth were evident at other junctures in our economic history.

Breakthroughs in energy generation via the steam engine, electrification, and the internal combustion engine as well as innovations in wired and wireless communication are examples of key innovations that led to substantial increases in productivity earlier in our economic history.

Key innovations such as these, that have a formative impact on productivity, often are referred to as general purpose technologies since they are widely used throughout the economy. Typically, their initial effects take some time to show up, but afterward they can affect economic growth for decades. One reason for this pattern is that general purpose technologies are refined and improved over time. In the case of electrification, competing camps initially argued over what technology to use—direct current (DC), favored by Thomas Edison, or alternating current (AC). The DC technology was safer, but AC power could be transmitted over longer distances. The AC camp eventually won, with the rollout over time influenced in part by the pace of improvements in electrical power generation and transmission.

Another reason it takes time for a technology to become adopted throughout the economy—a process known as “diffusion”—is because it takes time for people to figure out ways to use the technology. Diffusion of electricity depended on the development of effective electric motors, improvements in lighting technology, and changes in the organization of manufacturing processes, as well as the invention of machines and consumer appliances powered by electricity.

Agriculture – Producing More with Less

Over time, taking advantage of an array of technologies such as tractors and other farm equipment, advances in chemistry and genetic engineering, and land management practices greatly increased crop yields. As a result, today it takes only about two to three labor hours to produce 100 bushels of corn, while near the turn of the last century it took more than 10 times as much labor input. With advances in productivity such as these, it now takes only 2 percent of the U.S. population to work the farms and ranches to feed the country, compared to close to 40 percent at the beginning of the 20th century. Such capacity to produce more with less in agriculture as well as other sectors allows people to engage in other productive activities—expanding the economic pie and, more importantly, increasing the size of the pieces of pie per person.

As we move further into the 21st century, it looks more and more as though we are witnesses to another pivotal episode of innovation and productivity growth. A few fundamental breakthroughs in technology provide most of the basis for the recent rise in labor productivity. The microchip is one of the most dominant innovations. Others that are complementary to the microchip include lasers, digital data storage devices, and software. Today, we are seeing stunning improvements in these technologies and, more importantly, rapid expansion of their application in production processes and products. Microprocessors, for example, are not just the brains of our personal computers: they are in digitally controlled manufacturing equipment; they help control heating and cooling systems in offices; they are in autos, trucks and planes, and even basic home appliances. In fact, today, a majority of semiconductors are produced for uses other than personal computers and computer servers.

Impact of IT

The cause of the productivity growth slowdown of the 1970s remains mysterious. By contrast, nearly all agree that the causes of the productivity growth speed-up in the 1990s lie in the information technology sector.1
Brad DeLong, University of California, Berkeley


As with general purpose technologies of the past, the effects of the microchip and other related innovations took time to show up in the productivity numbers. The first commercial microprocessor, for example, was introduced in 1971, and by the 1980s many businesses were making major investments in computers and other information technology (IT) equipment and software. Yet, as the numbers indicate, average labor productivity growth in the U.S. was below par for most of the 1970s continuing into the early 1990s. For individual firms, there was a dearth of evidence that IT investments boosted productivity or added to their bottom lines as recently as the first half of 1990s. Even after 1995, when aggregate productivity growth in the U.S. appeared to accelerate, economists debated whether the economy was experiencing an increase in trend productivity growth or merely a cyclical upswing.

Impact of IT
With the advantage of time, revisions to various economic data series, and a considerable volume of additional research, it is clearer today that we are seeing a rise in underlying productivity growth and not just a cyclical upswing. Most economic research shows that the IT sector has contributed significantly to the strengthening in productivity growth—and the gains in the IT sector itself are an important part of the contribution. Producers of IT products—especially manufacturers of computers and semiconductors—have posted astounding gains in labor productivity. In the case of the semiconductor industry, productivity gains have come in part from dramatic increases in the computing power of microprocessors. In a little over 30 years, the number of transistors on a processor chip has increased from 2,350 to 125 million. The leaps in technology have been coupled with astounding declines in prices on microprocessors. The advances in this technology provide a poignant example of how getting more from less, for cheaper, through higher productivity, can shape the economy.

The improvement in productivity growth in recent years also is evident among businesses investing in IT equipment and software. Some of the biggest strides forward are in the retail sector. In that sector, for example, scanning technology that combines laser and IT technologies can not only speed up checkouts, it also can reduce resources needed for inventory control and purchasing. Agriculture also has posted strong productivity gains, in some cases through additional automation that incorporates IT.

More than just IT
But IT is not the entire story. Part of the pickup in productivity since the mid-1990s appears to be due to factors other than just investment in IT. In agriculture, for example, biotechnology has contributed to improved yields for many crops. Research also points to innovations in work practices such as those affecting workplace organization (including manufacturing production processes), employee training, and incentive-based pay programs as sources of productivity growth. In some cases, investments in IT may enable changes in workplace organization. This is similar to what happened in the 1920s when Henry Ford was able to use electric motors to power automobile assembly lines. The electric motor was an enabling technology, but much of the productivity gains could be appropriately attributed to the innovation of reorganizing the production process.

Rising Standard of Living
Innovation and the pace of growth in labor productivity set the path for improvement in our economic standard of living. A commonly used measure of the standard of living is real (inflation-adjusted) income per capita. To raise real income per capita in our economy, we can work more—meaning working longer hours or having more people in the population working—or be more productive—meaning producing more output per hour worked. Over the past half century, Americans demonstrated a remarkable capacity to increase the average standard of living. Since the late 1940s, real disposable personal income per capita has increased from about $7,000 to close to $27,000. While both working more and working smarter have contributed to this, the more than threefold increase in labor productivity accounts for the bulk of the nearly fourfold gain in our economic standard
of living.

Looking ahead, with the evolving demographics in the U.S.—in particular, with baby boomers, representing about a third of the population, approaching retirement years—we are going to have to rely almost exclusively on gains in productivity to push up income per capita. Maintaining the improvement in productivity growth in the U.S. will make a big difference to us. Although the actual growth rate is unpredictable, if the average growth in labor productivity were 2.5 to 3.0 percent per year, per capita real income could double in roughly 25 years. However, if labor productivity growth were to fall back to, say, 1.5 percent per year, it could take twice as long to realize the same increase in our economic standard of living.

Changing Mix of Goods and Services
The combination of innovations and rising incomes also affects the mix of products we buy. As incomes rise, the share of our budgets going to different products changes—we typically reduce the share of our budgets allocated to buying staples such as food and increase the share going to more discretionary items such as entertainment. In addition, innovations mean new products and services become available. Over the past half century, we dramatically reduced the share of our income spent on nondurable goods, which include foods, while our spending on durable goods, like cars, has been relatively stable. Now we are spending a growing share of our budgets on services, which include cell phone services, financial services, medical services, and a large part of recreation and tourism.

Changing Mix of Jobs
The mix of jobs created in the economy also is changing. Since the mid-1950s, the share of employment in the manufacturing sector has declined, while the share of service jobs has risen. This changing job mix mirrors the changes in the composition of our consumer spending. However, gains in labor productivity have been the key to making this shift possible. The capacity to produce more with less in some sectors allows people to engage in other productive activities (see box on agriculture, page 9). In effect, the gains in labor productivity have increased the productive capacity of the economy, producing more from less, for cheaper—which is fundamental to improving our standard of living.

Dealing with Change
While the realignment of jobs is part of the long-run process that allows us to realize a higher standard of living, not everyone realizes the same net benefits from innovation and productivity. For one thing, shocks to productivity can have regional effects. In recent years, for example, the gains in productivity have been especially notable among several of the states in the West. This in part reflects direct contributions of the IT sectors—IT firms in the West generally posted greater gains in productivity than IT firms elsewhere, and IT producers are relatively more important to the economies of several metropolitan areas in the West, such as the San Francisco Bay Area, Seattle, and Portland.

Productivity and Jobs

. . . all of the progress that the U.S. has made over the last couple of centuries has come from
. . . figuring out how to produce more goods with fewer workers, thereby releasing labor to be more productive in other areas. It has never come about through permanent unemployment, but temporary unemployment, in the process of shifting people from one area to another.2

Milton Friedman, 1976 Nobel Prize winner
in Economics Sciences

More generally, the impact of innovation and productivity gains on jobs is a common concern. The recent economic recovery, for example, apparently generated relatively few net payroll jobs from late 2001 through late 2003, as exceptionally large increases in productivity accounted for most of the growth in output. At the same time, the second half of the 1990s illustrated that relatively high productivity and strong employment growth can go hand-in-hand, though the job destruction and creation did not leave all individual workers better off.

Innovations in the workplace are changing the demand for the types of skills needed on the job, which in part explains the differential effects on workers. For example, evidence tells us that the returns from investments in higher education for workers in the U.S. have risen. Wage premiums also appear to be connected with the use of computers in the workplace. This is consistent with research indicating that the adoption of computer technology in production processes tends to replace routine tasks, while complementing less routine tasks that involve higher cognitive skills.

Advances in technology have made services more tradable in a global economy. Over time, opportunities for foreign trade benefit society. However, as with domestic productivity gains, the benefits from trade are not distributed evenly. Improved IT capabilities, for example, make it feasible for some businesses to provide services to their U.S. customers through call centers located in countries such as India. This means lower costs to consumers, but also means the loss of certain jobs domestically. At the same time, our trading partners have increased their demand for other IT services from U.S. firms—the foreign trade data show a rising surplus in overall IT services favoring U.S. firms.

Ideas Are the Source of Growth

Over the past half century, the increase in the value of raw materials has accounted for only a fraction of the overall growth of U.S. gross domestic product. The rest of that growth reflects the embodiment of ideas in products and services that consumers value.3
Alan Greenspan, Chairman
Federal Reserve Board

Continuing the Search for Ideas
Today’s remarkable economic times appear to be taking on the look of previous pivotal episodes in our history in which innovations have had protracted and extensive positive effects on productivity. In recent years, much of the acceleration in productivity can be traced to innovations affecting capital equipment and software as well as to improvements in our business practices.

The gains, however, have not come from thin air. The intriguing stories of fortuitous inventions such as the microwave oven, VELCRO,® and Post-its® aside, innovation and productivity gains have been the result of investment. This includes spending on research and development and investments in the education and training of those involved in research as well as those implementing new technologies in the workplace. Looking forward, improvements in our standard of living as well as our capacity to deal with change will depend importantly on the extent to which we make such investments in the search for new ideas.


Footnotes

1. J. Bradford DeLong, “Productivity Growth in the 2000s,” (off-site PDF) NBER Macroeconomic Annual, (forthcoming).
2. “Interview with Milton Friedman,” John Hawkins, September 2003.
3. Alan Greenspan, “Market Economies and Rule of Law,” 2003 Financial Markets Conference of the Federal Reserve Bank of Atlanta, April 2003.

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