Title: Agenda
1Agenda
- Technology Adoption
- Behavior of stock valuations
- Value Drivers
- Trading Strategy
- Q A
2Technology Adoption
- Structural shift taking place
- Adoption rate stands at 45.3
- Continued growth but decreasing rate
- Old-economy versus new-economy - Growth
- Traffic dependency
3Technology Adoption
Exhibit 3 Technology Adoption Curves (Peter
Brimelow, The Silent Boom, Forbes, July 7,
1997)
4Technology Adoption
Exhibit 9 - Current state of Internet Adoption
measured as a percentage of total households
online
5Behavior of Stock Valuations
- End-state MCAP as purse
- Current stock prices as odds
- Common stock as call option on future value
6Behavior of Stock Valuations
c S N(x1) PV(k) N(x2)
Volatility and time to exercise date
7Behavior of Stock Valuations
MCAP TV N(x1) PV(LTD) N(x2)
NETWORK EFFECTS and time to end-state
8Behavior of Stock Valuations
- LTD prevents quantification, but
- Schwarts and Moon (1999) say variance of the
distribution of future growth rates is important
in the valuation because it determines the option
value of the Internet firm higher growth rates
lead to larger cash flows, which imply a more
valuable firmin contrast, if growth rates are
sufficiently low, the firm may go bankruptif the
firm goes bankrupt, it will be worth zero if
growth rates are just low enough for the firm to
go bankrupt or even if growth rates are far lower
than that critical level
9Understanding Value Drivers
- Schwartz and Moon (1999)
- depending on the parameters chosen, the value of
an Internet stock may be rational, given high
enough growth rate in revenues. - Hand (2000)
- sales and marketing and research and development
costs are valued by the market as assets - Rajgopal, Kotha and Venkatachalam (2000)
- web traffic creates future growth potential
through network effects and customer
relationships that do not necessarily result in
current realized revenues - Importance of REACH
10Understanding Value Drivers
Exhibit 4 Value Drivers for Internet Firms
11Trading Strategy - parameters
- Traffic-dependent firms
- 30 firms mainly from ISDEX Internet index
- PC Data Online REACH parameter available Feb-99
- Assume 6 per trade
- Benchmark against buy-and-hold and ISDEX index
- Buy positive REACH growth stocks only at
beginning of following week sell all at end of
week. - Compare average weekly returns and total growth
of one dollar - Assume a 100,000 portfolio to mitigate
transaction costs
12Trading Strategy - parameters
Exhibit 6 Stocks included in trading
methodology
13Trading Strategy - parameters
Exhibit 8 Number of stocks in sample over time
14Trading Strategy - results
Average Weekly Return
One Dollar Growth
- Buy-and-hold strategy return
- ISDEX return
- Positive REACH growth buy strategy
1.15
1.58
1.53
1.95
2.04
2.34
60 Hit Ratio
15Trading Strategy - results
Exhibit 7 Return on one dollar invested at
beginning of sample period