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At the Rochester Institute of Technology, Rochester, New York
December 6, 2000

Technology, Macroeconomics, and Monetary Policy
Thank you for inviting me to the Presidential Colloquium at Rochester Institute of
Technology. This is a particularly appropriate place to discuss the effects of technological
change on the economy and some of the implications for monetary policy. As always, the
views I will be expressing are my own and are not necessarily shared by other members of
the Board of Governors or the Federal Open Market Committee.
Let me start with a brief review of the extraordinary performance of the U.S. economy over
the past five years. Since 1995, real gross domestic product has grown, on average, more
than 4-1/2 percent per year. This pace is significantly above that in the previous five years,
and you have to go back to the 1960s to find even closely comparable periods of
consistently robust economic expansion. In this environment, the unemployment rate has
fallen to 4 percent, and the underlying rate of price inflation has slowed, on net, despite very
high rates of resource utilization. Even the most optimistic of forecasters could not have
anticipated such a favorable confluence of economic events.
Productivity Growth and Cost Reductions
So, what happened? As a policymaker, I'd like to think that well-executed monetary and
fiscal policies--each focused importantly on their respective long-run goals of achieving
price stability and reining in deficit spending--played some role in creating economic
conditions that fostered non-inflationary economic growth. Our economy has also benefited
from past actions by the government to deregulate industries. The removal of unnecessary
government regulation started more than twenty years ago during the Administration of
President Ford and gathered momentum during the Carter years. It has altered the business
landscape by allowing, indeed forcing, businesses to focus more clearly on a more
competitive marketplace with fewer constraints and increased flexibility.
But the dominant force of late appears to have been a significant increase in the rate of
productivity growth: Output per hour in the nonfarm business sector--a conventional
measure of productivity--has increased at an annual rate of almost 3 percent since 1995,
well above the pace earlier in the decade. Cyclical forces such as the inability of businesses
to add to their payrolls as rapidly as they would have liked in response to the rise in demand
have probably played some role in these efficiency gains. But I suspect that longer-term,
structural changes, reflecting the boom in capital spending and the revolution in information
technology, probably have been more important. Let me turn to the evidence on this point.
Technology Change and Productivity Growth
Bob Solow--the MIT economist who won the Nobel Prize in economics for his work on the
theory of economic growth--once quipped that you can see computers everywhere except in

the productivity statistics. A few years ago that situation began to change, and we now have
strong evidence that the faster productivity growth our economy has experienced is in fact
due partly to newer technologies.
Research by economists Steve Oliner and Dan Sichel of the Federal Reserve Board staff
sheds some light on the sources of this faster productivity growth. About 1/2 percentage
point of the increase in productivity growth over the 1995-99 period can be attributed to
so-called "capital deepening," most of which reflected greater spending by businesses on
computers, software, and communications equipment. The high (and rising) levels of
business investment raised the amount of capital per worker and thereby boosted
productivity. Another 1/2 percentage point of the pickup in productivity growth reflected
technological innovations in the actual production of computer hardware and
semiconductors as well as better management--perhaps assisted by these high-tech
investments--of the nation's capital and labor resources. Oliner and Sichel estimate that the
consolidated influences of high-tech investments account for about two-thirds of the
acceleration in productivity since 1995. This research supports the view that fundamental
changes are underway in our economy.
What's So Special about this Capital?
While it is interesting to note that trend productivity has picked up and that high-tech
investments are the source of the acceleration, by now these are not new observations.
Perhaps at this stage it is more useful to explore more deeply this positive "shock" to the
ability of our economy to produce goods and services. What is so special about computers
and other information technologies that they can have such an impact on our economy?
Let me highlight three special characteristics of high-tech equipment. First, computers and
communications equipment depreciate at a very rapid pace. The current best estimate is that
computers probably depreciate about 30 percent annually, although that estimate might be
low, while other equipment probably depreciates at a rate of less than 15 percent annually.
Therefore, computers are retired, on average, after three years, and the useful life for other
equipment is about seven years. Firms must invest in computers at a faster rate than that for
other forms of capital just to maintain a given level of the capital stock. The rapid
replacement of high-tech capital means that technological progress becomes "embodied" in
the capital stock at a faster rate than is the case for longer-lived assets.
The second feature of high-tech equipment that sets it apart from other classes of capital is
the sensitivity of its demand to fluctuations in the cost of capital. Economists have debated
for decades about the magnitude of cost-of-capital effects on traditional capital goods. A
past consensus was that there probably was a cost-of-capital effect but that it was small and
very difficult to identify empirically. A somewhat different conclusion has arisen lately when
the same basic models of investment are applied to spending on computers alone. The latest
research shows that computers are quite sensitive to movements in the cost of capital, and as
a result of the 20 percent per annum decline in relative computer prices, the cost of this type
of capital fell rapidly in the past decade. This combination of a high price elasticity and a
rapidly declining price led to the boom in high-tech investment.
A third characteristic of high-tech investment is the magnitude of "external" or "spillover"
effects that it generates. High-tech equipment generates benefits not only to the owner of the
machine but to other agents in the economy as well. I am thinking in particular about
so-called network effects--that is, linking computers together makes possible larger
productivity gains than do computers operated as stand-alone units. Although difficult to

measure, such network effects certainly have stimulated the demand for high-tech
equipment and have helped to speed up the dispersion of new technologies.
Supporting Structural Changes
The technological changes inspired by investments in computers have enhanced the ability
of businesses to reduce their operating expenses. In many industries, investments in
information technologies have helped firms to cut back on the volume of inventories that
they hold as a precaution against glitches in their supply chain or as a hedge against
unexpected increases in aggregate demand. Product development costs have probably also
been reduced through the use of better computer hardware and software, and new
communications technologies have increased the speed with which firms can share
information--both internally and with their customers and suppliers.
This is the intersection of macroeconomics and management. Many business observers now
believe that these newer technologies are not only reducing the cost of transforming inputs
into outputs but also decreasing "interaction costs," the costs incurred in getting different
people and companies to work together to exchange goods and services. Obviously, the line
between "transformation" and "interaction" is not clear, but consultants who have studied
this topic believe that these interaction costs account for 55 percent of all labor costs, with
some industries, such as financial services, estimated to have interaction costs as high as 70
percent of labor costs. I cannot verify these numbers, but the general concept seems useful.
Largely as a result of the increase in productivity in the recent past, we have experienced a
remarkable stability in unit labor costs. During the past five and a half years, unit labor costs
for nonfinancial corporations, which are the most accurately measured, increased an average
of 0.2 percent at an annual rate. This compares quite favorably with the experience in the
preceding ten years of a 2.2 percent annual rate of increase. If in fact "interactions" account
for 55 percent of labor costs, this relatively flat trend in unit labor cost increases is consistent
with the concept that the newer technologies are allowing easier, less labor-intensive,
interactions. Importantly, given the high rate of depreciation and the steep declines in costs
of high-tech equipment, these savings in unit labor costs are not being undermined by
offsetting increases in unit nonlabor costs.
Moreover, given intense competition and the resultant lack of pricing "leverage," ongoing
programs to reduce costs have become a key part of corporate strategies to maintain or
improve profit margins. The focus on cost reduction has worked to head off the development
of inflationary pressures in this expansion.
The Future Path for Productivity Improvements
But technological waves ebb and flow, and it is natural to ask whether we can count on such
rapid productivity growth in the future. On this score, I am cautiously optimistic, but I
recognize both that forecasting technology is extremely difficult and that there will be
occasional bumps in the road. Let me explain my reasons for caution and optimism.
The risk that productivity growth might moderate centers on the high-tech sector, computers
and communications equipment, and the associated relative price declines. Historical
patterns suggest that such narrowly based productivity increases might not continue, and
therefore caution is in order. However, there are two reasons to be optimistic. First, the
recent burst in productivity growth seems to be more a product of changing technology than
of transient business cycle influences, and as a result, there is less chance of a "payback
period" of particularly sluggish productivity growth. Second, computer industry experts,
including those in the semiconductor industry, do not indicate that the industry has

exhausted its potential to produce faster and cheaper computers. Similarly, business leaders
suggest that they are still taking advantage of the advances in computing power at lower
costs to find new and productive uses of newer technologies.
The Macroeconomic Implications of Faster Productivity Growth
Theory teaches us that the step-up in the growth rate of technological change certainly has
important implications for economic activity and inflation. The main reason policymakers
and economists are interested in the growth rate of productivity is that it helps us to
understand the economy's potential to supply goods and services. The effects on the
economy's ability to produce goods and services are clear, but theory predicts that a new
higher level of productivity growth would also affect the demand for goods and services.
The most immediate effects would be on capital investment, as we have seen. A more rapid
pace of technological change raises the real rate of return on new investments--perhaps
significantly. Put another way, a more rapid pace of technological change makes investments
in capital goods embodying the new technology more profitable. When businesses recognize
the new technological possibilities, capital spending accelerates to take advantage of the new
profit opportunities.
The employment and income generated by business spending on capital goods boosts
consumer spending and sets off another round of investment spending. Typically referred to
by economists as "multiplier-accelerator" effects, such processes would continue as long as
the real rate of return on a new capital project exceeded the real cost for capital for that
project. Through this process, an innovation on the supply side of the economy generates a
comparable increase in aggregate demand.
It is important to emphasize that higher productivity growth translates into higher real
income growth for employees. This added income is seen most clearly in the higher wages
paid to that growing number of workers whose cash compensation is tied to company
performance. In addition, for those workers who have been granted stock options, higher
profits today and the potential for further increases tomorrow translates into higher stock
prices for their company and ultimately an increase in their overall compensation. But real
incomes should increase even for workers whose compensation is not directly linked to
company performance, as profitable business opportunities bolster the demand for scarce
labor.
Theory also teaches that the increase in the rate of return on capital--even if generated by a
rise in the growth rate of technical change--ultimately requires an increase in real market
interest rates. Market interest rates must rise in order to maintain equilibrium between the
higher demand for investment funds and the supply of investment funds. And, indeed, we
have seen that market interest rates, particularly for corporate issuers, have risen steadily for
the last year or so. Interestingly, rates of return for forms of capital other than computer
equipment, including both structures and non-computer equipment, either have not
increased or have not risen as much as the rates of return on their high-tech counterparts. It
is therefore possible that, during this period, investment flows have been reallocated away
from firms producing traditional capital goods and toward firms and industries that make
high-tech goods and services.
This somewhat abstract description of the effects of a step-up in the growth rate of technical
change bears a striking resemblance to the developments of recent years in labor markets,
prices of goods and services, capital investments, and fixed-income markets. But there's still
an element missing: the stock market. A higher rate of technical change that raises the

productivity and hence the profitability of capital should elevate the value of equities. Since
equity prices reflect market expectations of future cash flow and dividends, any adjustment
in profit expectations can and does lead to a resetting of equity prices. Are stocks today
overvalued, correctly valued, or undervalued? I certainly do not know, and I am not aware
of anyone who does. As a result, I believe that it would be unwise--and indeed
impossible--for the Federal Reserve to target specific levels of valuations in equity markets.
However, equity markets obviously do have spillover effects on the real economy and, thus,
need to be considered in assessing the aggregate balance of supply and demand. Given the
efficiency and forward-looking nature of financial markets, even expected future technical
innovations will have an immediate effect on equity valuations. Equity values, in turn, can
influence consumer behavior. As you know, economists often speak of the "wealth effect,"
and econometric modeling indicates that consumers eventually tend to raise the level of their
spending between 2 and 5 cents for every incremental dollar of wealth. As a consequence,
equity valuations can have a noticeable effect on consumption and on macroeconomic
performance. To put a rough number on these influences, simulations by the Board staff
using our econometric model of the economy suggest that wealth generated in the equity
markets over the last four years added about 1 percentage point to the growth rate of real
GDP.
Of late, equity markets have given up some of their gains. However, economists who have
studied the topic generally think that an impact of a change in stock market generated
wealth on consumption begins to build in the first year and may take two to three years to be
fully felt.
Additionally, equity markets are a source of investment capital, and valuations in the stock
market are one determinant of the cost of capital for businesses. External financing
conditions, including equity valuations, are important because recent investments have
increasingly been financed from external sources. External funds raised now account for
about 20 percent of nominal capital expenditures--close to the highs of the past two decades.
Monetary Policy and the "New" Economy
As I have said many times before, uncertainty about productivity trends poses a major
challenge in the design and implementation of monetary policy. As you can imagine, it is
very difficult to infer the true structure of the economy through the interpretation of the
twists and turns of incoming economic data. How do we know, for example, if unexpected
developments are just temporary movements away from stable longer-run relationships or
are manifestations of changes in the underlying economic structure? In many cases, this
judgment is difficult to make with much confidence even considerably after the fact. In the
meantime, we must bear in mind that the statistical relationships we work with, embodied in
our econometric models, are only loose approximations of the underlying reality. The
considerable uncertainty regarding statistical constructs such as the "natural" rate of
unemployment or the "sustainable" rate of growth of the economy suggests, in my judgment,
the need to downplay forecasts of inflation based solely on those variables. Some fog always
obstructs our vision, but when the structure of the economy is changing, the fog is
considerably denser than at other times.
What should be done when such uncertainties seem particularly acute? When we suspect
that our understanding of the macroeconomic environment has deteriorated, as evidenced by
strings of surprises difficult to reconcile with our earlier beliefs, I think that the appropriate
response is to rely less upon the future predicted by the increasingly unreliable old models

and more upon inferences from the more recent past. That means we should weight
incoming data more heavily than data from decades past in trying to make judgments about
the new economy and, of course, act appropriately when the evidence becomes clear.
It also is important to be aware of the potential for unanticipated developments to emerge
that might have implications for policymaking. The rate of growth of our economy has
stepped down from the unsustainable pace of earlier this year. During such a period,
potential risks emerge more clearly.
First, we must be mindful that an unexpected slowdown might occur in the growth of
productivity. As I said, I am cautiously optimistic that the rapid pace of productivity growth
can be extended. However, we now know that an unexpected and unrecognized slowdown
in productivity growth occurred in 1973. The causes are still debated, but we know that the
slowdown contributed to "stagflation," which emerged as employees demanded increased
compensation, based on unrealistically high expectations of productivity growth and
gradually rising inflation expectations, and employers granted those increases. To maintain
profit margins, businesses then passed on those cost increases through to prices. This
passthrough occurred as the rate of growth in the economy subsided. This is the reverse of
the good news that we have experienced in this expansion.
The second risk to good performance is that the investment boom, at least in some sectors,
may overshoot. We are not only in the longest expansion in the history of our nation but also
in the longest investment boom. Expectations of future returns from capital may not
materialize, and companies may find that they have over-invested in capital stock. Other
investment booms have ended with a pullback in investment that has slowed growth sharply,
and we should be mindful that such an outcome is not impossible. Indeed, the recent
releveling of the stock prices of some high-tech companies may suggest that we are entering
a period of reduced optimism about future profits and less rapid growth in business
investment.
The third risk is that the capital inflows from abroad that have been funding our domestic
investments may dry up. The elevated stock market has reduced household savings. Net
government saving has increased greatly, in the form of the surplus at the federal, state, and
local levels, but as a nation we also rely on capital inflows from overseas. Capital inflows, as
you know, are the counterpart of our record current account deficit. The gap between
domestic savings and investment is large and growing, and if the inflow of foreign capital
reversed suddenly, the consequences for our economy would be noticeable.
A fourth risk arises from ongoing adjustments in financial markets to the perception of a
riskier economic environment. Over the course of this year, commercial banks have
tightened their lending standards, and quality spreads have increased in the bond market-especially in the high-yield sector. Activity in the IPO market has subsided as equity
investors have turned away from riskier ventures. Taking into account also the decline in
equity prices since the spring and the rise in the foreign exchange value of the dollar,
financial markets are imposing more restraint on the economy than they have in recent
years. A reassessment of risks is a natural and desirable byproduct of financial market
adjustments, and of returning to more sustainable economic conditions. There is always a
danger, however, that participants will overreact in such a period of adjustment.
I do not today see such an overreaction, but we have to be aware that markets have turned
excessively pessimistic in the past, with negative effects on economic activity. Similarly,

although investment growth appears to have slowed, it is still rapid by historical standards
and the dollar remains firm. Thus, I do not see, at this stage, evidence of a marked drop off
in investment or of a sudden reversal in capital flows. However, it is prudent to be mindful
of these risks in this transition period.
Conclusion
In conclusion, let me remind you that, while these are challenging times for monetary
policymakers and financial market participants, the U.S. economy is enjoying a period of
unprecedented prosperity. Our job at the Federal Reserve is to do our utmost to produce a
stable economic environment of maximum sustainable growth without inflation so that these
trends can continue. To produce such an environment we must be equally vigilant against
the risk of either an extended period of growth unacceptably below potential, or a
resurgence of inflation.

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