The level of DNA sequence variation is reduced in regions of the Droso
phila melanogaster genome where the rate of crossing over per physical
distance is also reduced. This observation has been interpreted as su
pport for the simple model of genetic hitchhiking, in which directiona
l selection on rare variants, e.g., newly arising advantageous mutants
, sweeps linked neutral alleles to fixation, thus eliminating polymorp
hisms near the selected site. However, the frequency spectra of segreg
ating sites of several loci from some populations exhibiting reduced l
evels of nucleotide diversity and reduced numbers of segregating sites
did not appear different from what would be expected under a neutral
equilibrium model. Specifically, a skew toward an excess of rare sites
was not observed in these samples, as measured by Tajima's D. Because
this skew was predicted by a simple hitchhiking model, yet it had nev
er been expressed quantitatively and compared directly to DNA polymorp
hism data, this paper investigates the hitchhiking effect on the site
frequency spectrum, as measured by Tajima's D and several other statis
tics, using a computer simulation model based on the coalescent proces
s and recurrent hitchhiking events. The results presented here demonst
rate that under the simple hitchhiking model (1) the expected value of
Tajima's D is large and negative (indicating a skew toward rare varia
nts), (2) that Tajima's test has reasonable power to detect a skew in
the frequency spectrum for parameters comparable to those from actual
data sets, and (3) that the Tajima's Ds observed in several data sets
are very unlikely to have been the result of simple hitchhiking. Conse
quently, the simple hitchhiking model is not a sufficient explanation
for the DNA polymorphism at those loci exhibiting a decreased number o
f segregating sites yet not exhibiting a skew in the frequency spectru
m.