A note on "An Economic Approach to Abortion Demand." (response to Donna S. Rothstein, The American Economist, vol. 36, no. 1, p. 53)
Sun, Wei
This note re-estimates Ms. Donna S. Rothstein's abortion
demand model using a continuous abortion price variable instead of dummy
variable. The results suggest that the abortion price and Medicaid
funding have insignificant effects on demand for abortion, which are
different from Rothstein's. The policy implication of the results
are also discussed.
Rothstein analyzed the socioeconomic factors affecting the demand
for abortion. A cross-section of the 50 states and Washington D.C. for
the year 1985 was examined. The dependent variable was the percentage of
pregnancies of women aged 15-44 that are terminated by legal abortions
(ARATE). Rothstein found that the average cost of abortions (PRICE) and
unemployment rate (UNEMP) had significant negative effects on the demand
for abortion. The disposable personal per capita income (DPINC), the
availability of Medicaid funding for abortion (MEDST), the percentage of
unmarried women age 15 and older (SINGL), the states that are located in
the far west (WESTV), and the divorce rate (DRATE) had significant
positive effects on the demand for abortion. The last variable in the
model was the percentage of women aged 15 and over with 12 years of
education or more (HIGHS), which had a insignificant effect on abortion
demand. The specific results of her model were the following:
(t-statistics in the parentheses):
ARATE = -11.654 - 0.041PRICE (0.993) (1.714) + 0.002DPINC +
3.837MEDST (4.027) (2.722) + 0.852SINGL + 6.140WESTV (5.833)
(3.285) - 0.993UNEMP + 7.429DRATE (3.312) (2.200) -0.165HIGHS.
(1.517)
[R.sup.2] = 87.4%.
Rothstein did not use a continuous price variable. Instead, she
defined a dummy variable that equals one if the price is greater than
$213 and zero if otherwise. (The national average price of abortion in
1985 was $213). The reason for the transformation from continuous price
data to a dummy variable is unclear, and the unusual measure of price
data makes the interpretation of the coefficient very difficult. For
example, reducing the price in a state from $500 to $220 would have no
impact in her model, but reducing the price from $214 to $212 would
increase the demand for abortion.
The average price for each state in 1985 is available from the
Alan Guttmacher Institute. The reestimation of the model with the
continuous price variable (CPRICE) finds that most of the results are
similar to Rothstein's. That is, the disposable per capita income,
percentage of single women, and divorce rate are significantly
positively related to abortion demand, while the unemployment rate has
significant negative effect on abortion demand. But the effect of
average price on abortion is much smaller and statistically
insignificant. This result does not coincide with the conclusion made by
Rothstein that the average price of abortion has a significantly
negative effect on the demand for abortion. Also the coefficient for
Medicaid funding (MEDST) is insignificant at the five percent level.
These differences result solely from different measurement of price
data. The results of the re-estimated model are as follows (t statistics in the parentheses):
ARATE = - 51.560 - 0.0004CPRICE (-4.541) (-0.027) +
0.0015DPINC + 1.447SINGL (3.138) (9 439) + 2.545MEDST +
6.722WESTV (1.674) (3.242) - 0.785UNEMPO + 9.371DRATE (-2.360)
(2.642) - 0.057HIGHS. (-0.539)
[R.sup.2] = 988.6%
To rule out the possibility that multicollinearity between price
and Medicaid funding could explain this result, an F-test or the joint
significance of CPRICE and MEDST was constructed. The null hypothesis that CPRICE and MEDST jointly have no effect on ARATE is tested against
the alternative hypothesis that at least one of the two coefficients is
non-zero. The [F.sub.2, 42] equals 1.43, which is less than the five
percent critical value of 3.23. We cannot reject the null hypothesis
that price and Medicaid funding have no effect on abortion demand.
The conclusion that price of abortion has no effect upon the
demand for abortion is not entirely surprising. First, the cost of an
abortion is not high when compared with the expenditures of childbirth and child rearing. Second, abortion has essentially no substitutes. If a
woman is pregnant and does not want to bring the pregnancy to term, she
has no choice but to obtain an abortion.
The effect of price and Medicaid funding on abortion demand is
obviously an important issue for both sides in the Medicaid funding
debate. Much of the debate seems to assume that expanding Medicaid
funding will cause much more women to obtain abortions. However, the
results of this re-estimated model suggest that the price of abortion
and the Medicaid funding for abortion have little or no impact on the
number of abortions. As a result, Clinton's plan to expand Federal
financing of abortions for poor women would not cause the number of
abortions to rise. On the other hand, banning the use of federal and
state funds for abortions would also not bring about a dramatic decrease
in the number of abortions.
References:
Abortion Services in the United States, Each State & Metropolitan
Area, 1984-1985.
S. Henshaw and J. Van Vort. New York: The Alan Guttmacher Institute,
1988.
Rothstein, Donna S. "An Economic Approach To Abortion
Demand." The American Economist. Spring 1992. vol. 36. no. 1. 53
64.
Wei Sun, Department of Economics, University of Notre Dame, Notre
Dame, IN 46556, 219/273-1870.