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Appendix
World Information Technology Revolution
----Related Review on Asia Information Technology (IT)
(From IMF World Economy Forecast Report 2002)
The world is in the midst of an all-purpose
technological revolution based on information technology
(IT), defined here as computers, computer software, and
telecommunications equipment. The macroeconomic benefits
of the IT revolution are already apparent in some economies,
especially the United States. Historical experience has
shown that such revolutions have often been accompanied
by financial booms and busts, and the IT revolution has
been no exception. But, while spending on IT goods is likely
to remain weak in the immediate future, as past over investment
unwinds, the longer-term benefits for global economy are
likely to continue, or even accelerate, in the years to
come. This attachment summarizes the comments on the major
IT-related Asian countries by IMF World Economic Forecast
Report 2001.
1. Characteristics of All-purpose Technological Revolution
While technological change is an ongoing process, there
are periods during which technological progress is especially
rapid, resulting in new products and falling prices of existing
products that have widespread uses in the rest of the economy.
Such period are generally identified with all-purpose technological
revolutions. Earlier examples include textiles production
and steam power in the industrial revolution, railroads
in the nineteenth century, and electricity in the early
twentieth century (the automobile could also be included,
but its development was relatively gradual). The effects
of such revolutions have generally occurred in three (often
overlapping) main stages. First technological change raises
productivity growth in the innovating sector; second, falling
prices encourage capital deepening; and finally, there can
be significant reorganization o f production around the
capital goods that embody the new technology.
2. The Core of IT Revolution is the Advances of New Materials
Science
At the core of the current IT revolution are advances in
material science leading to increases in the power of semiconductors,
in turn resulting in rapidly declining semiconductor prices.
Over the past four decades, the capacity of semiconductor
chips has doubled roughly every 18-24 months-a phenomenon
known as "Moore's Law". The rapidly falling prices
of goods that embody IT have stimulated extraordinary investment
in these goods, resulting in significant capital deepening.
This capital deepening has led, in some countries, to an
acceleration in overall productivity growth and may be encouraging
changes in the organizations of production, which could
lead to further improvements in productivity growth.
3. Comparison between IT Revolution and the Past All-purpose
Technological Revolutions
The main all-purpose technological revolutions in the past
have been textile production, steam power, railroads, and
electricity. Information technology has a number of striking
similarities with past revolutions, but also some notable
differences. Of the similarities, four stand out:
(1). The gains from the new technology initially came through
the capital deepening caused by the fall in relative prices,
but-when the efficiency gains from the reorganization of
production were large-these benefits dominated in the long
run. Table 1 shows that, in the case of the adoption of
electricity in the United States, the contribution to growth
was dominated by capital deepening over the initial period
(1899-1919) bit but gains from reorganization in usage at
the end of the period (1919-1929).
The initial gains were focused on industrial
countries. For example, Table 2 shows how railroads were
initially adopted in the advanced economies of the day.
Almost a century passed between the opening of the Liverpool
and Manchester Railway in 1830 and the global adoption of
railroads by 1920.
(2). The gains went largely to users, not
producers. The benefits were mostly transferred to users
through the fall in the relative price of good embodying
the new technology, while profits and wages in producing
industries were rarely exceptional by comparison. The classic
case is textiles production in the industrial revolution
in Britain. Where about half of the benefits from falling
prices were exported via worsening terms of trade.
(3). Technological revolutions have generally led to financial
market excesses. The best documented cases are railroads
and electricity. Figure 4 compares the paths of the stock
prices of innovating firms, investment in goods embodying
new technology, and real GDP in the "railway mania"
in Britain in the 1840s and in the "IT mania"
in the United States in recent years. As in other cases,
while the collapse or the railroad bubble in the 1940s did
not lead to an economy-wide recession, it did lead to significant
consolidation in the industry.
There are also two important differences:
(1). The fall in the relative price of IT goods has been
exceptionally sharp-there appears to be no historical equivalent
to the sustained, rapid fall in semiconductor prices associated
with Moore's Law. As a result, which recognizing the difficulties
of comparing data across historical episodes, the benefits
of IT seem to be coming faster than those of previous all-purpose
technological revolutions.
(2). Compared to past episodes, the production of goods
embodying the new technology is much more globalized. This
reflects the high price-to-weight ratio of IT goods, which
makes them readily tradable. The closed historical parallel
is cotton textiles in the industrial revolution in Britain,
where about half of production was exported.
4. Effects of IT Revolution in Labor Productivity
Information technology can contribute to labor productivity
growth through both capital deepening and total factor productivity
(TFP) growth. Capital deepening refers to the change in
labor productivity attributable to higher levels of capital
per worker. TFP growth refers to improvements in the efficiency
with which capital and labor are combined to produce output.
The existing literature has established that IT is contributing
to labor productivity growth through both increases in the
levels of IT capital per worker and TFP growth in IT production,
though the precise magnitudes of these contributions remain
a subject of debate. The main outstanding issue is whether
IT has contributed to TFP growth more generally by increasing
the efficiency of production, either through usage of knowledge
spillovers from the production of IT goods. The literature
consists of country-specific and cross-country studies.
4.1 Country-Specific Studies
4.1.1 Countries with labor productivity growth
(1) The United States
According to the study on the United States, it is generally
agreed that IT-related capital deepening and TFP growth
in IT production made important contributions to the acceleration
in labor productivity in the late 1990s. Labor productivity
growth in the non-farm business sector increased from about
11/2 percent in 1973-95 to about 2/12 percent in 1996-2000.
About 1/4 to 1/2 percentage point to the acceleration in
labor productivity was attributed to capital deepening,
more than accounted for by investment in IT, and about another
1/4 percentage point to TFP growth in IT production (Table
3). However, there is no consensus on the effect of IT on
generalized TFP growth. The debate focuses on whether the
remainder of the acceleration reflects cyclical factors
or an increase in underlying TFP growth. One study attributes
the additional 1/2 percentage point acceleration in labor
productivity to cyclical factors, while other studies view
this acceleration as structural. More recent studies suggest
that little of the acceleration in labor productivity is
due to changes in factor utilization, factor accumulation,
or returns to scale, and that virtually all of the acceleration
is accounted for by IT-using and IT-producing industries.
Together, these results suggest that we may soon see an
impact of IT on generalized TFP growth.
(2) Australia
Another economy that has seen an acceleration in labor productivity
in the 1990s is Australia. Using data released by the Australian
Bureau of Statistics, work done by the IMF suggests that
IT-related capital deepening and generalized TFP growth
played important roles in the acceleration in labor productivity.
In particular, IT-related capital deepening increased rapidly
during the 1990s, accounting in recent years for about two-thirds
of the growth contribution of capital deepening. While the
national accounts do not separately identify IT producing
sector, employment and trade data suggest that IT production
in Australia is very small, implying that TFP growth in
IT production was not important in the acceleration in labor
productivity. Conversely, IMF staff does find some evidence
across Australian industries of a positive relationship
between IT-related capital deepening and TFP growth. This
evidence is consistent with the idea the increased IT use
has been associated with a reorganization of economic activities,
supported by structural reforms. Table 3.4. Contribution
of Information Technology (IT) to the Acceleration in Productivity
in the United States
Gordon(2000) Jorgenson and Stiroh (2000) Oliner and Sichel(2000)
U.S. Council of Economic Advisers (2000)
Period under studyAoceleration in labor productivityCapital
deepeningIT-relatedOtherTotal factor productivity growthIT
productionRest of economyOther factorsCyclical effectPrice
measurementLabor quality 1995-19991.330.33------0.310.290.020.690.500.140.05
1996-19980.950.290.34-0.050.650.240.410.01------0.01 1995-19991.160.330.50-0.170.800.310.490.04------0.04
1996-20000.630.380.62-0.231.190.181.000.040.04---0.00
Source: Stiroh (2001) and U.S. Council of Economic Advisers
(2001). See studies for data and methodological differences.
The estimates do not reflect the recent revisions to the
U.S. national income and products accounts, which were substantial
for 2000.
4.1.2 Countries without labor productivity
growth
In most other advanced economies, labor productivity has
not accelerated in recent years, implying that any positive
contribution of IT must have been offset elsewhere;
In Japan
Labor productivity growth did not increase during the 1990s,
despite relatively high levels of overall and IT-related
capital deepening. An official study finds that the contribution
of IT-related capital deepening to growth increased by about
1/2 to 3/4 percentage points between the early and late
1990s. However, the contribution of non-IT-related capital
deepening de clined by a corresponding amount. There are
no Japan-specific studies on the contribution of IT production
or use to TFP growth.
In France
Labor productivity growth fell in the second half of the
1990s. Work by IMF staff attributes this fall to a decline
in overall capital deepening, reflecting reduced investment
in labor saving equipment as wage growth remained moderate.
Although overall capital deepening fell, the contribution
of IT-related capital deepening to growth increased from
zero to 1/4 percent. While TFP growth rebounded in the second
half of the 1990s, this was likely related to the overall
economic recovery and not to IT production, which is relatively
small in France. The extent to which this rebound may, or
may not, have been related to IT use remains to be established.
In the United Kingdom
Labor productivity has not accelerated, despite a rate of
investment in IT capital that is al most as high as in the
United States. Work by IMF staff suggests that both IT-related
capital deepening and TFP growth in IT production made important
contributions to labor productivity growth in the late 1990s.
However, these contributions were offset by decreases in
TFP growth outside of the IT sector.
In most developing countries
Labor productivity growth fell in the late 1990s, partly
reflecting the crisis-related slowdown in output growth.
Preliminary work by IMF staff finds that the contributions
of IT-related capital deepening and TFP growth in the IT
sector to labor productivity growth increased during the
course of the 1990s, but were more than offset by declining
contributions from other sectors. The increase in IT-related
capital deepening reflected the maintenance of high levels
of IT investment despite the growth slowdown associated
with the Asian crisis.
4.2 Cross-Country Studies
Cross-country studies also find that IT-related capital
deepening and TFP growth in IT production contributed to
labor productivity growth in the second half of the 1990s.
The cross-country evidence comes in two forms: one set of
studies estimates the contribution of IT-related capital
deepening using the conventional growth accounting framework,
while the others focus on the role played by IT-using (and
IT-producing) sectors. Studies following the first approach
find that IT-related capital deepening has indeed made an
important contribution to growth across a range of countries
(Table 4). Given the rapid nominal share in investment.
For example, one study finds that falling prices of capital
goods accounted for about one-third of the real growth of
the capital stock in the United States between 1995-99.
In another studies, the contribution of
IT is measured as overall capital deepening by IT-related
sectors, rather than as the IT-related capital deepening
of all sectors. The findings of one such study are reported
in Table 5. This study suggests that industries producing
IT equipment or industries using IT equipment intensively
contributed between 0.5 and 0.9 percentage points, or between
28 and 57 percent, to economic growth. For most G7 economies,
the contribution of IT-using sectors is much stronger than
the contribution of the IT-producing sector.
The contribution of technological progress in IT production
to labor productivity growth is also fairly uncontroversial.
Substantial TFP growth in the IT sector made significant
contributions to labor productivity growth in countries
with relatively large IT-producing sectors.
In summary, the weight of the evidence suggests that IT
is already making an important contribution to labor productivity
growth through technological progress in IT production and
IT-related capital deepening. Convincing evidence of the
impact of IT on the general efficiency of production is
not yet available.
5. Who benefits from Information Technology?
While most of the existing literature on the macroeconomic
consequences of IT has focused on labor productivity, the
allocation of the potential welfare benefits has received
less attention. In principle, the benefits of a technological
revolution could accrue to owners (in the form of higher
profits), labor (through higher wages), or users (through
lower prices). In the IT revolution, profits and wages have
raised some-what but these changes are small relative to
the sharp fall in the relative prices of IT goods. This
suggests that IT-using countries tend to benefit somewhat
more than IT-producing countries, because producing countries
lose some of the gains through deteriorating terms of trade.
The main beneficiaries of technological evolutions have
in practice been the users. This is well illustrated by
the experience with texitiles production in the industrial
revolution in the United Kingdom, where about half of the
welfare gains were exported through terms of trade losses.
One way of demonstrating the impact of falling technological
prices on the international distribution of IT benefits
is through an illustrative exercise to calculate the impact
of introducing hedonic prices for IT goods and chain weighting
on real domestic demand. As shown in Table 7, on the production,
side, the technological improvements incorporate in the
fall in relative prices of IT goods raise the annualized
growth in output, most notably in Singapore and Malaysia.
However, because most of these goods are exported to the
rest of the world, and hence exchanged for non-IT goods,
which are rapidly becoming relatively more expensive, the
benefits to real domestic demand are significantly smaller.
Conversely, countries that import IT goods from abroad gain
from the continuing improvement in their terms of trade.
Another more theoretically attractive way of looking gat
the welfare gains from falling IT prices is to calculate
the change in consumer surplus, broadly defined. The increase
in consumer surplus in represented by the area between the
initial price, P0, and the final price, P1, under the demand
curve for IT products (see Figure 5). IMF staff estimated
demand curves for IT hardware, software, and telecommunications
equipment, using panel data on IT-related sales for 41 countries
over the years 1992-99 and exchange rate adjusted prices
from the U.S. National Income and Products Accounts. Based
on the estimated demand curves, the consumer surplus for
the year 1999 was then calculated as the gain from the fall
in prices between 1992 and 1999. The increases in consumer
surplus are quite large, already amounting to several percentage
points of GDP (Figure 6). At last, the IT revolution also
affects the distribution of labor income within countries.
Compared with non-technicians, the development of IT revolution
increases the IT technician's salary. However, over the
longer terms, as IT equipment becomes more readily available
and easier to use, such influence will disappear gradually.
6. Information Technology and Growth in
Emerging Asia
While most of the literature on information technology (IT)
and growth covers the advanced economies of North America,
Europe, and Japan, many emerging market economies in Asia
are important producers and users of IT goods. The IMF has
begun a cross-country study of the impact of IT-related
capital deepening on labor productivity growth in China.
Hong Kong SAR, Indonesia, Korea, Malaysia, Philippines,
Singapore, Taiwan Province of China, and Thailand. Estimates
of IT capital stocks for emerging Asian economies and the
United States are shown in the Figure 7. IT capital stocks
as a ratio of GDP are largest in the United states and the
newly industrialized economies (NIEs), followed by the ASEAN-4
countries, and then China.
Hardware and the IT software. In addition, the proportion
differ significantly, with hardware and being the much larger
part of the IT capital stock in the United States and the
Asian NIEs than elsewhere. The relative price declines that
drive the additional benefits to IT, as opposed to other
capital investment, are much larger in the hardware sector
than elsewhere.
The data show that the contribution of IT-related capital
deepening to labor productivity growth in emerging Asia
increased during the 1990s (see the Figure 8). This contribution
was already important in the first half to 1990s in the
newly industrialized economies of Asia, and increased even
further in the second half of the 1990s. In the ASEAN-4
and China, the contribution of IT-related capital deepening
stared from a low base and roughly doubled to around 1/4
percent in the ASEAN countries and in China.
This capital deepening, however, has occurred against a
background in which labor productivity growth in the emerging
market economies of Asia dropped from 5 percent in the first
half of the 1990s to 21/2 percent in the second half of
the 1990s. The sharp decline in labor productivity growth
in Asia's emerging markets between the early and late 1990s
mainly reflected the crisis-related growth slowdown. In
particular, the abrupt deceleration in total factor productivity
(
TEP) and the slowdown in non-IT-related capital deepening
in the Asian NIEs and the ASEAN-4 were related to the 1997-98
crises, as suggested by the contrast with China. It is remarkable,
therefore, that the contribution of IT capital to growth
increased in all countries, reflecting continued strong
IT investment. Indeed, in some crisis-affected countries.
Strong IT investment helped growth to recover.
7. Information Technology slump and Short-term Growth Prospect
in East Asia
The sensitivity of East Asia's economic performance to cyclical
developments in global information technology (IT) markets
has increased significantly over the past two decades, with
the rapid growth of the IT sector's share of regional production,
investment, and exports. By 2000, IT sector exports accounted
for 30 percent of total exports of goods from East Asia,
equivalent to nearly 10 percent of GDP. This increased sensitivity
is clearly reflected in the region's recent growth performance:
the slump in global IT markets since mid-2000 is one of
the principal factors dampening exports and GDP GROWTH IN
east Asia in 2001, just as the boom in the IT sector boosted
the regional economic recovery in 1999-2000.
The slump in the IT sector began in the first half of 2000
with a significant reversal of the earlier speculative run-up
in IT sector stock prices worldwide, and was followed by
a sharp weakening of global sales volumes and prices for
IT components and products in late 2000 and into 2001. In
the first four months of 2001, global sales of semiconductors
were down around 10 percent from the same period in 2000.
The impact on Asia of the downturn in the electronics sector
is being felt both through trade channels, including weaker
trade volumes and prices, and through financial market channels,
including the impact of lower regional stock market prices
on investment and consumer spending, and weaker foreign
direct investment and portfolio investment inflows to the
region.
This section examines the impact of the IT sector slump
on East Asian growth through the trade channel. More specifically,
a simple model is used to estimate the impact on region
economies of a 10 percent decline in the growth to the volume
of IT sector exports. The analysis highlights the importance
of three factors influencing the effects of the exports
shock across the region; (1) the magnitude of exports of
electronics, net of imported intermediate inputs, relative
to GDP; (2) the responsiveness of other GDP expenditure
components to weaker export earnings; and (3) indirect trade
spillovers from weaker growth elsewhere in the region.
Electronics exports are equivalent to nearly 10 percent
of GDP for the Asian region as a whole, and to 20 percent
of GDP in the smaller regional economies (see the Figure
9). For most countries in the region, however, electronics
production and exports include a high proportion-between
50 and 75 percent-of imported intermediate inputs, sourced
within the region. As a result, a fall in electronics exports
leads automatically to a decline in such imports, significantly
dampening the spillover into domestic expenditure. The size
of IT sector net exports relative of GDP varies substantially
across the region-from as much as 25 percent of GDP for
Malaysia, to less than 2 percent of GDP for Hong Kong SAR
(including re-exports)-so the estimated initial impact on
the region's economies also varies widely.
An additional consequence of the high import content of
electronics exports in most countries in the region is that
the fall in electronics process affects both import and
export prices within the region, having an ambiguous effect
on terms of trade. The most commodity-like electronics components,
such as memory chips, have experienced much larger price
falls than many other electronics components. As a result,
countries importing such components and exporting other
electronics products could even experience terms of trade
improvements. The estimates and assumptions employed in
this analysis regarding the responsiveness of different
expenditures to lower export growth suggest that, in Malaysia
and Singapore in particular, lower multipliers (reflecting
higher marginal savings rates) will tend to cushion the
impact of the IT stock. Conversely, in Indonesia and Japan,
higher multipliers (reflecting lower marginal savings rates)
tend to accentuate the impact of the external shock. In
the Philippines, the effect of a low savings rate is substantially
offset by the high responsiveness of non-electronics imports
to weaker domestic demand.
Overall, the direct impact of a 10 percent fall in regional
electronics exports is estimated to cut GDP growth in the
region by about 1/2 percentage point. The adverse impact
on growth in Malaysia, Singapore, Korea, the Philippines,
and Taiwan Province of China is substantially greater, largely
reflecting the importance of IT net exports to their economies.
In addition to the direct impact of the IT shock to growth
in the region, weaker growth will also reduce non-electronics
imports by countries in the region, leading to a further,
second-round contraction of other countries non-electronics
exports and GDP. Indonesia is likely to be the country most
strongly affected by the second-round trade spillover effects,
reflecting the unusually high proportion of its exports
going to other countries in the region, as well as relative
sensitivity of Indonesian consumption to changes in export
income.
8. Information Technology Revolution Prospect
in Developing Countries
At present, although the demands of IT products in the world
declined sharply, which reflected partially the sustained
high-level demands one year before had declined, information
technology may be widely used in a medium length of time.
When users list IT expenses into demands of medium length
of time, contributions on labor productivity growth of IT
productive countries and IT related capital intensification
may be confined in a short time. However, the wide use of
information technology may do tremendous contributions on
labor productivity growth, as computers and electronic communication
equipment simplify the commercial process, improve the efficiency
of organization as well as use efficiency of other factors
in production.
Looking ahead, it appears likely that usage of information
technology products will continue to expand rapidly in developing
countries, but productivity benefits will accrue only slowly.
As in advanced economies, expanded usage is driven by the
rapid decline in prices of information technology products.
Enhanced productivity through that use, however, is a development
task that may require complementary human capital, efficient
regulation of the telecommunication infrastructure and of
information flows, and, more generally, overcoming organizational
rigidities that limit the benefits from new ideas and technologies.
As such, even though information technology will contribute
to raising the absolute levels of productivity in developing
countries, it may increase the productivity gap between
advanced economies and developing countries.
The rate of diffusion of IT to developing countries has
been rapid compared to earlier all purpose technologies.
Just 10 years after the "start" of the IT revolution,
developing countries (with about 85 percent of the world's
population) already had about a 10 percent share of Internet
subscribers in 2000. By contrast, it took more than 80 years
from the opening of the first rail line in 1830 for developing
countries to account for 30 percent of the world's rail
track in 1913. Though from a low base, IT expenditure rose
throughout the 1990s for most developing countries and for
many of them at a rate significantly greater than in advance
economies (table 6). Investment spending slowed when economic
conditions were unfavorable, as in Indonesia in the late-1990s,
but the expenditures typically grew substantially, with
the result that much larger numbers of personal computers
and telephone lines per capita were in use at the end of
the 1990s than at the start, which, in turn, enabled a more
widespread use of the Internet. This trend toward more widespread
use is likely to continue.
What explains the patterns of diffusion of these new technologies?
A recent analysis points to several important factors. Countries
with relatively high growth rates, greater urbanization,
and a superior economic policy environment have expanded
their use of cell phones and Internet connections at a faster
pace than others. Once these factors are controlled for,
those with low usage have caught up. Other studies reinforce
these findings. High levels of human capital are strongly
correlated with the rate of adoption of information technology.
Since the new technology is typically embodied in new equipment,
high investment rates speed up adoption (Chile, for example,
has one of the highest investment rates in Latin America
and Malaysia and Korea achieved historically high investment
rates in the 1990s). Finally, a policy regime that is open
to imports and foreign direct investment creates a window
to the world and hence raises the likelihood of adopting
new technologies in general, and computers in particular.
Strong growth and
good policies raise the rate of IT adoption, which, in turn,
has long-term beneficial growth effects, this implies the
likelihood of a "virtuous" circle-with growth,
policies, urbanization, education, and information technology
reinforcing each other. However, those with the least developed
infrastructures are also closing the IT usagegap. An important
finding is that in some of the poorest countries, the ratio
of Internet users to telephones is no lower, and often higher
than in advanced economies. Therefore, is the latent demand
for access to IT is strong even in poor countries. The critical
question in the case of such countries is whether the new
thchnologies could be productively used to accelerate the
pace of development.
Information Technology presents the attractive possibility
of bypassing older technologies ("leapfrogging").
For example, countries with old-fashioned mechanical telephone
systems can skip the analog electronic era and go straight
to advanced digital technologies. And that certainly is
happening. Leapfrogging is also made possible in a more
radical developmental sense. Education can potentially be
delivered at much lower expense to a much wider group of
people. People on the margins of domestic and international
markets can be brought into the mainstream through the provision
of better information and the reduction of transactions
costs. Again, some are realizing this potential. Bangladesh's
Grameen Bank, a pioneer in the area of micro finance, has
launched an effort to build cell phone and Internet access
in rural areas. The range of IT applications and their creative
deployment for raising productivity is large and includes
factories, banks, ports, and, more recently, the business
of governments themselves. Continued innovation and the
relentless decline in costs is likely to further bolster
these trends.
Despite the many specific examples of IT benefits in developing
countries, the aggregate impact has thus far been limited.
This reflects in part some fundamental constraints, including
the lack of complementary human capital, telecommunications
sectors that are not yet sufficiently responsive, and organization
rigidities. With regard to human capital, IT may in some
instances reduce the demand for human capital by embodying
"intelligence" in information products and services,
thus facilitating development. For example, electronic course
content may sometimes substitute partially for trained teachers.
Such substitutability between human capital in the old-fashioned
sense and IT is likely to increase with the maturation of
the technologies and the delivery systems. By contrast,
the complementary human capital requirements of IT are often
significant, especially in business and government applications.
Telecommunications infrastructure is paramount. The latent
demand for connections to the web-despite the high costs
of doing so inmost developing countries -is being constrained
by the availability of telephone line connections. Privatization
has brought significant gains but the process of awarding
privatization contracts and the extent of subsequent market
competition has remained controversial. Facts proved that
governmental interferences should reserve rooms, as regulatory
oversight has proved complex. For the government, new challenges
lie ahead in setting standards and regulations, taxing and
regulating electronic transactions, undertaking antitrust
actions, and protecting privacy.
Finally, the widespread adoption and effective use of new
technologies requires organizational flexibility and the
willingness to take risks. For example, though the potential
exists for considerable efficiency improvements, in the
running of governments, rigid bureaucratic structures have
often prevented amore aggressive adoption.
In summary, the unprecedented decline in IT prices has implied
a faster rate of diffusion than in previous technological
revolutions. The present constraints on more productive
uses of the technology are real, but a continued vigorous
effort to harness the potential of IT is likely to pay,
dividends, as these become available over the next two or
three decades.
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