An evaluation of the effect of the 1986 Tax Reform Act on risk-adjusted measures of corporate tax equity.
Lirely, Roger L. ; Welker, Robert B. ; Little, Philip L. 等
ABSTRACT
This paper examines the effects of the Tax Reform Act of 1986
(TRA86) on the relationship between corporate taxes and ability to pay
taxes using two dimensions of tax equity, horizontal equity and vertical
equity. We define a corporation's ability to pay as windfall profits, which because it explicitly adjusts for differences in the risk
associated with corporate investment, is a better measure of economic
income than financial statement measures prevalent in prior research. We
find that TRA86 had ambiguous effects on corporate tax equity and, thus,
may not have achieved its intended purpose of enhancing corporate tax
equity under an ability-to-pay criterion.
INTRODUCTION
The U.S. Congress sought to tax more closely the economic income of
corporations (U.S. Congress, House 1985, 59, 306-7; U.S. Congress,
Senate 1985, 518-520) by modifying the corporate tax provisions as part
of the Tax Reform Act of 1986 (TRA86). These modifications were
designed, in part, to increase corporate tax equity by ensuring that
corporations pay federal income taxes in proportion to their abilities
to pay tax (U.S. Congress, House 1985, 55; U.S. Congress, Senate 1985,
6). Prior studies (Kern & Morris, 1992; Manzon & Smith, 1994;
Shevlin & Porter, 1992) provided evidence of the effects of TRA86 on
the equality of corporate tax burdens. Each of the prior studies used
financial statement data to estimate corporate ability to pay tax,
including pretax income (Manzon & Smith, 1994; Shevlin & Porter,
1992), adjusted pretax income (Kern & Morris, 1992) and estimates of
operating cash flows (Kern & Morris, 1992; Shevlin & Porter,
1992).
Accounting-based financial statement data may, however, be
unsuitable for comparatively evaluating the abilities of corporations to
pay a tax. One of the complications associated with applying an
ability-to-pay standard to corporations is that the ability of a
corporation to pay a tax depends, in part, on investment risk. For
instance, a change in tax law to equate the tax burdens of companies
with similar financial statements but different investment risks may
structurally alter the relative competitiveness of corporations in
capital markets, disadvantaging those with higher risk and advantaging
those with lower risk. Because investment risk is masked in
accounting-based financial data, the degree to which accounting-based
measures of ability-to-pay appropriately reflect relative differences in
investment risk among corporations is indeterminate.
The purpose of the study is to determine the effects of TRA86 on
corporations' ability to pay taxes using a risk-adjusted measure of
income. We depict the ability-to-pay corporate taxes in terms of
windfall profit, which we define as the excess (deficiency) of realized
returns over (under) the amount necessary to compensate investors for
the risk of their investment (e.g., Pigou, 1928, 177). The explicit
treatment of risk as a cost is more consistent with a notion of economic
income.
We evaluate ability-to-pay on the basis of whether TRA86 increased
or decreased horizontal and vertical equity. Horizontal equity is the
variation of tax paid that remains unexplained after controlling for
windfall profits or losses (Anderson, 1985; 1988; Enis & Craig,
1990; Grasso & Frischmann, 1992; Pierce, 1989). We consider TRA86 to
have increased horizontal equity if this unexplained variation of tax is
lower after the enactment of TRA86. Vertical equity is defined with
respect to the rate of change in the relationship between average taxes
and windfall profit (Musgrave & Thin, 1948; Pigou, 1928). A tax
system is progressive (regressive) when the change in average tax for a
unit change in windfall profit increases (decreases) as windfall profit
increases. We deem TRA86 to have greater vertical equity if its
enactment either increased the level of progressivity or decreased the
level of regressivity.
BACKGROUND
Congress sought to increase corporate tax equity by extensively
modifying the provisions that govern corporate taxation. The ten
provisions with the greatest impact on corporate tax revenues, as
projected by the Joint Committee on Taxation (Joint Committee, 1987),
are listed in table 1. Congressional committees identified several of
these provisions as modifications designed to increase corporate tax
equity by more closely taxing corporate economic income (e.g., U.S.
Congress, House, 1985, 306; U.S. Congress, Senate, 1985, 518-519). The
House Ways and Means Committee discussion of the repeal of the
investment tax credit and the revision of the cost recovery system
exemplifies this mind-set:
The committee is very concerned about the significant inequities
that result from the amount and concentration of these tax benefits ...
corporations who have considerable amounts of economic income are
permitted to pay little or no tax by using the credit and ACRS (accelerated cost recovery system) (U.S. Congress, House, 1985, 145).
The Senate Finance Committee Report (U.S. Congress, Senate, 1985, 7)
contains similar language.
While the House Ways and Means Committee and Senate Finance
Committee expressed their equity concerns in terms of economic income,
equity provisions of TRA86 focus on financial statement income. For
instance, one unprecedented change enacted under TRA86 for tax years
1987 through 1989 required corporations to compare financial statement
income and adjusted taxable income. If financial statement income
sufficiently exceeded adjusted taxable income, corporations were
required to add one-half of the excess to alternative minimum taxable
income. For tax years after 1989, the adjustment is based on the
difference between adjusted current earnings (a tax-based concept) and
adjusted taxable income. The use of accounting income for benchmarking,
rather than economic income, suggests that TRA86 may be taxing a
corporation on the basis of its economic risk.
A corporation with high economic risk may be required to pay a tax
on an economic cost of doing business, a tax that it may not have an
ability to pay. Thus, while TRA86 added provisions to enhance equity in
terms of accounting income, it may have not enhanced equity in terms of
economic income.
A commonly accepted approach for evaluating corporate tax equity is
to examine the distribution of corporate effective tax rates following
newly enacted legislation. Several post-TRA86 studies examined the
effects of TRA86 on corporate tax equity or, more generally, on the
distribution of corporate effective tax rates as a result of the changes
enacted by TRA86. Table 2 lists these studies and provides the effective
tax rate measure and data source for each study. For a sample limited to
250 of the largest U.S. corporations, the Citizens for Tax Justice (CTJ,
1988; 1989) compared effective tax rates for the years 1981-85 to those
from 1987 and 1988. CTJ (1988) reported increased U.S. federal effective
tax rates following TRA86 and stated that TRA86 had "created a more
level playing field" (p. 4) for corporations by closing the gap
between corporate effective tax rates and that "tax reform is
working" (p. 9). The General Accounting Office (GAO, 1990) reported
that worldwide effective tax rates increased from 27.8 percent in 1986
to 35.5 percent in 1987 and concluded that increased corporate effective
tax rates were consistent with the changes introduced in TRA86 (GAO,
1990, 3). Gupta and Newberry (1992) found that worldwide and U.S.
federal effective tax rates increased immediately following TRA86, then
leveled off by 1988. However, none of these studies conducted
statistical analyses.
Shevlin and Porter (1992) performed a statistical analysis to
determine the relative effect of increases in the corporate taxable
income base, decreases in statutory tax rates and changes in financial
statement income on post-TRA86 effective tax rates. Their results
suggested that the observed increase in effective tax rates following
TRA86 was due in large part to increases in corporations' taxable
income base. Although their interest was not specifically related to the
distribution of effective tax rates as a result of TRA86, Kern and
Morris (1992) provided evidence that the differences between the
effective tax rates of small versus large corporations decreased
following TRA86. Finally, Manzon and Smith (1994) examined the
distribution and variation of effective tax rates before and after two
tax acts, the Economic Recovery Tax Act of 1981 and TRA86. Their results
suggested that TRA86 increased corporate effective tax rates and reduced
the variation of effective tax rates between corporations in different
industries.
ASSESSMENT OF EQUITY
Equity is achieved under an ability-to-pay principle when
individuals sacrifice equally through payment of tax (Musgrave &
Musgrave, 1973, 198). Because equity is a construct defined in terms of
individual taxpayers, assessing corporate tax equity is problematic.
Prior studies have addressed this problem by imputing corporate taxes to
individuals based upon their relative share of corporate income. Tax
equity was then assessed at the individual level by examining the
relationship between individuals total tax burden including imputed corporate taxes and their ability to pay taxes (e.g., Browning &
Johnson, 1979; Feldstein, 1988; Pechman, 1985; Wallace et al., 1991).
While this approach is suitable for examining the overall impact of tax
reform on tax equity, it does not allow one to isolate the equity
effects of entity-specific provisions.
The use of windfall profit as a measure of ability to pay tax
allowed us to "impute" corporate income and taxes to
shareholders while also allowing us to isolate the effects of the TRA
corporate tax reforms on tax equity. We defined windfall profit (y) as
the change in the value of corporate equity during a fiscal year above
(positive windfall profit) or below (negative windfall profit) the
amount of change that provides a normal return to investors. The change
in value was estimated as the difference between the daily compounded
increase or decrease in the value of the investment from the beginning
to the end of a fiscal year and the daily compounded increase in value
that one would expect given the corporation's investment risk. In
short, windfall profit is the unexpected increase in shareholder wealth,
that is, the economic income that accrued to the shareholder from
investment in the corporation, during the corporation's fiscal
year.
There are two dimensions of equity under the ability to pay
principle. Horizontal equity requires equal sacrifice by individuals
with equal abilities to pay. It is typically measured as the degree of
variability in taxes paid across individuals entities with equal
incomes. Perfect horizontal equity is denoted by zero variability of tax
across individuals with equal incomes.
Because some variability of tax is inevitable, studies of
horizontal equity have generally been constrained to evaluating whether
tax system features or tax reform increased horizontal equity by
reducing tax variability. The general approach is to assemble tax-paying
entities into groups of approximately equal incomes, then examine the
difference in the variability of tax liabilities (Anderson, 1985; 1988;
Enis & Craig, 1990; Madeo & Madeo, 1981; 1984; White &
White, 1965) or of tax rates (Pierce, 1989; Ricketts, 1990) within
groups. The present study employs a similar approach. We measure
horizontal equity as the variation in the tax burden of corporations
that remains unexplained after controlling for windfall profits. We
considered TRA86 to have increased (decreased) horizontal equity if the
unexplained variation is less (greater) in the post-TRA86 period than in
the pre-TRA86 period.
Vertical equity requires equal sacrifice by individuals with
unequal abilities to pay. A taxpayer's sacrifice is typically
measured in terms of taxes paid and vertical equity is typically
evaluated in terms of progressivity, the degree with which individuals
at higher income levels pay a greater proportion of income in taxes
(e.g., Musgrave & Thin, 1948; Pigou, 1928). A tax system is
progressive (regressive) when those with higher incomes pay a greater
(lower) proportion of their income in tax and proportional when everyone
pays the same proportion of income irrespective of income level. Since
variability in taxes paid is inevitable at each income level,
progressivity is typically estimated using the average proportion of tax
paid by individuals at each income level. Consistent with this general
approach, we consider TRA86 to have increased (reduced) progressivity if
the rate of change in the slope of the relationship between average
taxes paid by corporations is more (less) positive after TRA86 than it
was before TRA86.
PRE-TRA86 AND POST-TRA86 TEST PERIODS
We assessed the effect of TRA86 on ability-to-pay by comparing the
change in equity measures between two fiscal years, a pre-TRA86 year and
a post-TRA86 year. The pre-TRA86 year was a fiscal year that began on or
after July 1, 1982, and concluded no later than May 31, 1984. The July 1
starting date was selected for convenience. It coincides with 1983
fiscal year data compiled on Compustat PC Plus, which served as a
principal source of data for the study. Fiscal years that concluded
later than May 31, 1984 were excluded to ensure that estimates of
investment risk and effective tax rates were not correlated with stock
market responses to TRA86. For instance, the May 31 date is well before
September 1984, which Givoly and Hayn (1991) identified as the date in
which the first information about TRA86 (when the Chairman of the House
Ways and Means Committee endorsed tax reform) entered the market.
The post-TRA86 year was a fiscal year that began on or after July
1, 1988, and concluded no later than May 31, 1989. Again, we chose the
July 1 starting date because it coincides with Compustat PC Plus data.
Earlier fiscal years were not considered to ensure that figures (e.g.,
tax, income, and risk measures) used for estimating the equity measures
fully reflected the provisions of TRA86. For example, Scholes et al.
(1992) showed that corporations responded to reduced tax rates enacted
under TRA86 by accelerating expenses into 1986 and deferring income into
1987.
MEASURES
Our measure of corporations' tax burden was current worldwide
taxes paid (T), which is the sum of currently payable federal, state,
and foreign income taxes. Stickney and McGee (1982) and Bernard and Hayn
(1986) argue that worldwide taxes paid is a more meaningful measure of
tax burden than other measures, because income taxes paid to one
governmental unit can often be offset against either taxable income or
taxes payable to another governmental unit. Since current worldwide
taxes paid is not reported in financial statements and corporate tax
return information is not publicly available, we estimated current
worldwide taxes paid by subtracting deferred tax expense from total tax
expense (in Compustat PC Plus mnemonics, TOTTAX less TXIDT). This
approach is consistent with prior research (Omer et al., 1991; Shevlin
& Porter, 1992; Stickney & McGee, 1982).
The value of the corporation at a given time is the product of
share price and number of shares outstanding. We estimated windfall
profit as the difference between the value attained at the end of a
fiscal year and the value that was expected for the fiscal year given
the corporation's beta risk. Notationally, the difference can be
expressed as:
[[empty set.sub.ij] = ([N.sub.ij] x [P.sub.ij ]x [R.sub.ij]) -
([N.sub.ij] x [P.sub.ij] x E[(R).sub.ij]) (1)
where:
[N.sub.ij] is the number of shares outstanding at the beginning of
fiscal year j for corporation, i;
[P.sub.ij] is the price of a share of common stock on the first day
of fiscal year j;
[R.sub.ij] is the daily compounded actual return for the fiscal
year; and
E[(R).sub.ij] is the expected daily compounded return for the
fiscal year given the corporation's beta risk. The daily compounded
actual return, R, and the daily compounded expected return, E(R) for
corporation i in year j were defined as:
R = [P(1+[r.sub.d])] - 1, (d = 1 ... D) (2)
E(R) = [[ETH](1+E([r.sub.d])] - 1, (d = 1 ... D) (3)
where [r.sub.d] is the actual return for trading day d (d = 1, ...
D, the number of trading days in the fiscal year) and E([r.sub.d]) is
the expected return for trading day d given the corporation's beta
risk.
Estimation of the capital asset pricing model (Lintner, 1965;
Mossin, 1966; Sharpe, 1964; see Jensen, 1972, 5, for model assumptions)
provided an estimate of the expected return E([r.sub.d]). Beta
coefficients were estimated for the pre-TRA86 test period using daily
stock returns from the 150 trading days immediately preceding each
corporation's fiscal year, whereas betas for the post-TRA86 test
period were estimated using daily returns from the 150 trading days
immediately following each corporation's fiscal year. The
value-weighted return of all corporations on the NYSE-Amex and Nasdaq
for the relevant estimation period provided a proxy for the market
return, [R.sub.M,d] (Mendenhall & Nichols, 1988). The daily return
of treasury bills that were approximately thirty days from maturity
provided a proxy for the risk-free return. For the few holidays each
year that banks were closed but stock markets were open, we estimated
risk-free returns using the mean of the "asked" treasury bill
discount for the day preceding the holiday and the day following the
holiday. To ensure that estimated betas fully captured all of the
differences between the risk-free return and the market return, the
intercept of the capital asset pricing model was constrained to equal
zero (Lintner, 1965).
DATA SOURCES AND SAMPLE SELECTION
We obtained income and tax data from the 1989 Standard and
Poor's Compustat PC Plus, price data for estimating daily returns
from the 1994 CRSP database, and treasury-bill information for
estimating risk-free returns from The Wall Street Journal. The starting
point for sample selection was the 8,706 U.S. corporations listed on
Compustat PC Plus. The following corporations were eliminated from the
initial sample, in the order presented:
1. Corporations (n=6859) with missing data on Compustat PC Plus in
either test period.
2. Foreign corporations, because foreign corporations are taxed only
on U.S.-sourced income, whereas U.S. corporations are taxed on
worldwide income. As a result, comparisons between U.S. and foreign
corporations are difficult.
3. Corporations with greater than a three percent change in shares
outstanding during the test periods (n=964), because material changes
in shares outstanding confounds the calculation
of equity measures.
4. Corporations that merged with, acquired, or divested another
corporation or discontinued significant operations during the time
frame of the study (n=367). Mergers, acquisitions, and divestitures
were obtained from financial statement footnotes on Compustat PC Plus.
5. Corporations with missing CRSP data (n=157).
Next, we randomly divided the final sample, which contained 359
corporations, into two groups, a pre-TRA86 group (n=180) for estimating
equity measures in the pre-TRA86 test period and a post-TRA86 group
(n=179) for estimating the post-TRA86 test period equity measures.
To evaluate whether the samples were representative of the
Compustat PC Plus population, corporations in the pre- and post-TRA86
samples were pooled and the mean size and industry representation of
corporations in the pooled sample were compared to those of U.S.
corporations listed on Compustat PC Plus. A significant mean difference
was found with respect to three size variables: stockholders'
equity (t=3.95, p<.001), income (t=3.07, p<.01), and sales
(t=2.59, p<.01). In each case, the Compustat corporations were larger
than corporations in the pooled pre- and post-TRA86 samples. As to
industry representation, a significant difference was found
([c.sup.2](5) = 69.43, p .01 [pounds sterling]). Manufacturing (52% vs.
37%) is over-represented and financial services (13% vs. 26%) is
underrepresented in the pre- and post-TRA86 groups.
CENTERING THE PRE- AND POST-TRA86 GROUPS
The research design, assessing equity before and after the
enactment of TRA86, requires that corporations in the pre-and post-TRA86
groups reasonably generalize to the same population of corporations. The
randomization of corporations into two distinct groups, a pre-TRA86
group and a post-TRA86 group, was performed with this end in mind.
However, the two groups may not generalize to the same population
because of uncontrolled differences (e.g., economic factors) between the
pre- and post-TRA86 periods attributed to the passage of time.
To assess generalizability, we applied an F-test to determine
whether the standard deviations of windfall profits and its derivative
measures for the pre-TRA86 group was similar to standard deviations for
the post-TRA86 group. The results of the F-test comparison are reported
in panel A of table 3. With one exception, the beta coefficient, the
standard deviations were significantly greater in the post-TRA86 group,
suggesting dissimilar economic conditions in the two test periods.
The range of windfall profit ($-3,528.80 million to $2,470.73
million) for corporations in the pre-TRA86 group was considerably
smaller than the range of windfall profit ($-27,867.95 million to
$5,599.65) for corporations in the post-TRA86 group. For comparability,
it is essential that estimates of horizontal and vertical equity for the
pre- and post-TRA86 test periods were computed for similar ranges of
windfall profit. To achieve greater comparability, we adopted the
following rule: corporations were removed from the pre-TRA86
(post-TRA86) group if no corporation in the post-TRA86 (pre-TRA86) group
had windfall profit within 20 million dollars. Application of this rule
eliminated 11 corporations from the pre-TRA86 group and 20 corporations
from the post-TRA86 group. Panel B of table 3 shows standard deviations
for the centered samples. We could not reject (F(158,167) = 1.08, n.s.)
a null hypothesis of no difference in standard deviation of windfall
profits between the pre-TRA86 group (n=168) and post-TRA86 group
(n=159). However, the standard deviations of three constituent measures
of windfall profits (API, shares outstanding, and share price) were
significantly different, suggesting that the centering approach may not
have fully centered the samples with respect to economic conditions.
After centering the samples, the pre-TRA86 group and post-TRA86
group were compared to see if disparities existed with respect to size
characteristics and industry makeup. Table 4 reports means of size
variables (total assets, total liabilities, stockholders' equity,
market value, net income, and sales) for each group. The groups compare
favorably in terms of the size variables. Table 5 compares the groups in
terms of industry representation. For industry dispersion testing, the
corporations in three industries, agriculture and forestry,
transportation and communication, and utilities, which were few in
number, were combined into one industry group. The difference in
industry representation between the pre-TRA86 group and post-TRA86 group
is non-significant ([c.sup.2](5) = 3.36, n.s.).
RESULTS
Vertical and horizontal equity of the tax system were assessed by
modeling the curvilinear relationship between taxes and windfall profits
with the following regression model:
[T.sub.i] = [a.sub.0] + [a.sub.1][y.sub.i] +
[a.sub.2] [y.sup.2.sub.i] + e (4)
With respect to vertical equity, [a.sub.2] > 0 indicates a
progressive tax system, [a.sub.2] < 0 indicates a regressive tax system, and [a.sub.2] = 0 indicates a proportional tax system.
Horizontal equity is indicated by the distribution of the error term
([e.sub.i]) at a given level of windfall profits ([y.sub.i]). A less
diffused error term suggests greater horizontal equity.
As a preliminary step, the pre- and post-TRA86 samples were pooled
and equation 4 was estimated with the pooled sample. Two tests were
applied to the distribution of errors ([e.sub.I]).
First, we tested the regression errors to determine whether
outliers were present in the data set and removed three corporations
that had error terms in excess of three standard deviations from the
regression mean (e.g., Bernard & Hayn, 1986). Table 6 contains
statistics relating to the three outlying corporations, each of which
was in the post-TRA86 sample. Since OLS is particularly sensitive to the
presence of outliers, analyses were conducted both with and without the
three outlying corporations in the post-TRA86 sample.
Second, we employed the Goldfeld-Quandt test for homoscedasticity
(Goldfeld & Quandt, 1965) to assess the degree of heteroscedasticity
in the distribution of error terms. We anticipated heteroscedasticity
because of a size bias in the measurement of windfall profit and taxes.
In comparison with small firms, large firms tend to have higher levels
of windfall profit simply because of their greater market value. In
addition, large firms tend to have higher levels of accounting income
and pay a greater amount of tax because of their greater earning power.
Thus, we expected error variances to explode in opposite directions of
y=0, that is, both as positive y becomes more positive and as negative y
becomes more negative. The pre-TRA86, the post-TRA86 sample with
outliers, and the post-TRA86 sample without outliers were each
tri-sectioned on y, and regression model 4 was estimated with each
sub-sample. Heteroscedasticity was assessed by examining the differences
in mean square error (MSE) among the trisections of each sample. The
test results are presented in table 7. An F-statistic was computed by
comparing the trisection with the highest MSE with the trisection with
the lowest MSE. It is significant for each sample, indicating the
presence of heteroscedasticity. The anticipated explosion in the error
variance is evident in the test results for the pre-TRA86 sample and the
post-TRA86 sample without outliers. For these samples, the MSE is least
for the middle trisection, which contains values of y closest to zero.
Because of the presence of heteroscedasticity, we assessed
horizontal equity by sectionalizing the pre-TRA86 sample and the
post-TRA86 sample into six income subsections. The six subsections were
deemed to be large enough to maintain adequate sample size and small
enough to reduce the influence of the heteroscedastic error on test
results. For each subsection, we obtained a MSE for the pre-TRA86 sample
and a MSE for the post-TRA86 sample by estimating the regression model
in equation 4. We applied an F-test to test the null hypothesis that the
MSE for the pre-TRA86 sample is equal to the MSE for the post-TRA86
sample. Significance suggests that the distribution of residual error changed in that subsection as a result of TRA86. The results are
reported in table 8.
With outliers excluded, we found a significant difference in MSE
for the each income subsection except the "<-$100MM" and
the ">$100MM" subsections. In the subsections where
significance was found, the results are mixed. The MSE for the
post-TRA86 sample exceeded that of the pre-TRA86 sample for three
subsections, the "-$100MM to -$50MM" subsection (1129 versus
90), the "-$50MM to $0" subsection (111 versus 72) and the
"$50 to $100MM" subsection (794 versus 75). However, for the
"$0 to $50MM" subsection, the MSE for the pre-TRA86 sample
exceeded that of the post-TRA86 sample (106 versus 59). The absence of a
consistent pattern of change in MSE suggests that TRA86 did not have an
all-encompassing affect on horizontal equity. However, the mixed
character of the results, both in terms of significance and direction,
precludes the drawing of precise conclusions.
We evaluated the change in vertical equity (progressivity) between
the pre- and post-TRA86 test periods with a Chow test (Chow, 1960). The
preferred approach is to estimate equation 4 separately for the
pre-TRA86 and post-TRA86 samples (the unrestricted model) and estimate
equation 4 with the pre-TRA86 and post-TRA86 samples combined (the
restricted model). The Chow test compares the sums of squared error of
the unrestricted model with the sum of squared error of the restricted
model to test the null hypothesis that the pre- and post-TRA86 samples
have the same set of regression coefficients.
An assumption of the Chow test is a homoscedastic distribution for
regression error term, which, as previously stated, does not hold for
the pre- and post-TRA86 samples. Two steps were made to restore
homoscedasticity. First, the three outliers were excluded from the
post-TRA86 sample. Second, we transformed income (y) data and taxes (T)
data into natural logarithms and estimated the following regression
model:
[logT.sub.i] = [d.sub.0] + [d.sub.1] ([logy.sub.i]) + [d.sub.2]
[([logy.sub.i]).sub.2] + [e.sub.i] (5)
With the transformed data, the Goldfeld-Quandt test did not reject
the null hypothesis of homoscedasticity (for the pre-TRA86 sample,
largest F (43,43) = 1.11, and for the post-TRAl86 sample, largest
F(46,46) = 1.21).
The regression coefficients in equation 5 cannot be interpreted in
the same manner concerning progressivity as their counterparts in
equation 4. For instance, while [a.sub.2] = 0 in equation 4 indicates a
proportional tax system, [d.sub.2] = 0 in equation 5 indicates a
proportional tax system with regard to the elasticity of taxes. Whether
the system is progressive or regressive would depend additionally on the
sign of the [d.sub.1] coefficient, with a positive sign suggesting an
upward sloping logarithmic function and progressivity and a negative
sign suggesting a downward sloping logarithmic function and
regressivity. While the interpretation of regression coefficients
[d.sub.1] and [d.sub.2] is less obvious, the transformation of the data
does not detract from the intent of the study. We are interested in the
change in progressivity between two test periods, rather than the degree
of progressivity in any one period. The application of the Chow test
with the transformed regression data answers the question as to whether
the structural relationship between taxes (T) and income (y) across
levels of income is different between the two test periods.
An additional requirement of the Chow test is that the variance of
the pre-TRA86 sample and the variance of the post-TRA86 sample be
reasonably similar in order to estimate the restricted (pooled) model
without violating regression assumptions. The null hypothesis of no
difference in MSE between the pre-TRA86 sample and the post-TRA86 sample
is not rejected (F(153,165) = 1.07). Chow test results are reported in
table 9. The null hypothesis of similar structure is not rejected
(F(3,318) = .84, n.s.). Thus, we are unable to conclude based on the
Chow test that vertical equity in the pre-TRA86 test period is different
than the vertical equity in the post-TRA86 test period.
Using the estimated coefficients for the pooled sample, the
relationship between taxes (T) and income (y) is graphed in figure 1.
The curve is U-shaped, centered around the zero point. The U-shaped
curve reflects the size bias of the tax system. Large corporations tend
to have greater accounting income and therefore pay more tax than small
corporations. They also tend to have the greatest market value and
therefore the greatest positive or negative economic income. As a
consequence of these tendencies, the finding that corporations with high
negative incomes also pay a substantial amount of tax is not surprising.
[FIGURE 1 OMITTED]
The U-shaped curve indicates both equity and inequity of the tax
system. For corporations with y>0, the curve is upward sloping at a
gradual increasing rate, indicating progressivity and a modest degree of
vertical equity. However, for corporations with y<0, the slope of the
curve is negative. Corporations with negative incomes are paying only
slightly less average tax than corporations with a like amount of
positive income. This finding is a predictable manifestation of taxing
systems that tax corporations based on accounting income and that do not
explicitly consider investment risk in establishing tax policy. It also
suggests inequity under an ability-to-pay standard. Corporations with
negative income do not have the same ability to absorb the tax burden as
corporations with positive income without being harmed in capital
markets.
The analysis rests on several potentially restrictive assumptions.
As a next step in the analysis, we examined the sensitivity of the
results to several of the assumptions made in the estimation of equity
measures. The following assumptions were either relaxed or re-specified,
and the test statistics were recomputed to determine whether the change
in assumption would have led to a different set of conclusions:
1. The CAPM was estimated without constraining the intercept to zero.
2. U.S. Federal taxes paid was substituted for worldwide taxes paid.
3. The 20 million-dollar threshold used for centering the sample was
changed to 10, 30, 40, and 50 million dollar thresholds.
Each of the sensitivity tests provided similar results.
CONCLUSION
Several studies (e.g., CTJ, 1988; 1989; GAO, 1990; Gupta &
Newberry, 1992; Kern & Morris, 1992; Manzon & Smith, 1994;
Shevlin & Porter, 1992) have examined the relationship between
effective tax rates and measures of ability to pay before and after
TRA86 to ascertain whether TRA86 achieved its intended purpose of
enhanced corporate tax equity. The present study extends on this
research in two ways. First, it evaluates the effect of TRA86 on
horizontal and vertical equity of the corporate tax system. Some prior
studies (e.g., CTJ, 1988; 1989; GAO, 1990; Gupta & Newberry, 1992)
provided only descriptive evidence about effective tax rate
distributions before and after TRA86. The primary research interest of
other studies (e.g., Kern & Morris, 1992; Manzon & Smith, 1994;
Shevlin & Porter, 1992), while providing evidence regarding the
distribution of effective tax rates before and after TRA86, was not tax
equity. Second, it measures ability-to-pay in terms of windfall profit,
the amount of yearly gain in shareholders' wealth after deducting
the return that compensates shareholders' for a normal investment
return. We argue that windfall profit, because it adjusts for investment
risk, is closer to the notion of economic income and to ability to pay
than previously applied measures derived from financial statement
information. The normal investment risk of a corporation, which
economists consider to be a cost in the computation of economic income,
is outside the scope of the measurements of financial statement
information. Consequently, financial statements may yield incomplete
measures of economic income, which may lead to misleading conclusions
concerning a corporation's ability to pay a tax and thereby distort
depictions of tax equity.
Our findings do not provide clear indications that TRA86 enhanced
either horizontal or vertical corporate tax equity. Horizontal equity
was assessed separately for six income groups. Depending on the income
group studied, TRA86 was found to enhance equity, to reduce equity, and
to have no effect on equity. Because of the mixed findings, we are
unable to conclude that TRA86 had a general positive or negative effect
on horizontal equity. Vertical equity was assessed by examining the
structural relationship between average taxes and windfall profits. The
structural relationship that existed after TRA86 was not different than
the structural relationship that existed before TRA86. This finding
suggests that TRA86 had a relatively small, if any, impact on vertical
equity.
Past studies of the effectiveness of TRA86 (CTJ, 1988; 1989; GAO,
1990; Gupta & Newberry, 1992; Kern & Morris, 1992; Manzon &
Smith, 1994) have generally concluded that the enactment of TRA86
achieved its purpose by improving upon the distribution of effective tax
rates between large and small corporations and between industries. Our
results raise the possibility of an opposite conclusion. In the
deliberation process that led to TRA86, Congressional committees
repeatedly alluded to corporate economic income as the ability-to-pay
criterion for evaluating corporate tax equity. To the extent that
windfall profit surrogates economic income, we are unable to conclude
that TRA86 fulfilled goals of enhanced corporate tax equity within the
Congressional committees' conception of the term equity.
The findings should be evaluated in light of limitations. First,
our measure of ability to pay, windfall profit to shareholders, is an
incomplete measure of economic income. It assumes that shareholders are
the individuals who bear the burden of corporate taxes. Whether
corporations can pass corporate taxes to factors other than shareholders
(e.g., to debt holders, labor and consumers) has been the subject of
considerable theoretical debate and empirical research with no
definitive conclusions (see the discussion in Wallace et al., 1991). In
the absence of definitive evidence regarding the incidence of corporate
taxes, this study assumed that shareholders bear the entire burden of
corporate taxes.
Second, we operationalized ability to pay in terms of
shareholders' wealth from investment in the corporation, which
assumes that the ability of shareholders to pay corporate taxes is
derived solely from their investment in a corporation. This assumption
was necessitated by a lack of data regarding shareholders' other
sources of income (see Browning & Johnson, 1979; Feldstein, 1988;
Pechman, 1985; Wallace et al. 1991 for methodologies that have attempted
to address this limitation).
Third, the use of the capital asset pricing model to compute shareholder wealth assumes that a corporation's market beta risk
captures the aggregated risk assumed by its individual shareholders.
This assumption would be met, for instance, if each shareholder's
investment included only shares in the corporation, which is
implausible. However, the assumption is necessary, since we did not have
access to the investment portfolios of individual shareholders.
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Table 1
Corporate Tax Provisions of TRA86
Provision Estimated Revenues
(in $Billions)
Repeal of investment tax credit 119
Lowering of statutory tax rates (116)
Changes in inventory capitalization rules 32
Stricter application of the alternative minimum tax 22
Disallowance of the completed contract method 10
Changes in the foreign tax credit computation 9
Changes in ACRS 8
Repeal of the reserve for bad debt for nonfinancial
corporations 7
Stricter application of the installment method 7
Limitation on deductions for meals, travel, etc. 6
* Source: U.S. Congress, Joint Committee of Taxation (5/8/87)
Table 2
Summary of TRA86 Studies
Study Effective Tax Rate Measure Data Source
CTJ, Federal Income Tax Liability, Financial
1988; 1989 U.S. Net Income Before Taxes statements and
Forms 10-K
GAO, 1990 Federal Income Tax Liability, Financial
U.S. Net Income Before Taxes statements
Gupta & 1. Worldwide Income Tax Liability, Compustat,
Newberry, 1992 Net Income Before Taxes NAARS, and
2. Federal Income Tax Liability, Forms 10-K
Net Income Before Taxes
3. Foreign Income Tax Liability,
Net Income Before Taxes
Kern & Morris, 1. Worldwide Income Tax Liability, Compustat and
1992 Operating Cashflows Value Line
2. U.S. Federal Income Tax Liability,
Net Income Before Taxes
Manzon & Smith, 1. Federal Income Tax Liability, Compustat
1994 Net Income Before Taxes
2. Worldwide Income Tax Liability,
Net Income Before Taxes
Shevlin & 1. Federal Income Tax Liability, Compustat
Porter, 1992 Net Income Before Taxes
2. Federal Income Tax Liability,
Operating Cashflows
Table 3
Standard Deviations of Variables Used in Estimation of Windfall
Profits: A Comparison between Pre- and Post-TRA86 Groups
Panel A: Results for the full sample (n = 180 for pre-TRA86 group
and n = 179 for post-TRA86 group)
Windfall Profit Variables Pre-TRA86 Post-TRA86 F-Statistic for
Group Group Difference in
Std. Dev.
Windfall Profit ($MM) 386.04 2180.17 31.90 ***
Abnormal Performance Index .63 .32 3.88 ***
Beta Risk Coefficient .51 .46 1.23
Shares Outstanding (MM) 120.72 158.53 1.72 ***
Share Price ($) 9.73 14.55 2.24 ***
*** p < 0.001
Panel B: Results for the centered sample (n = 168 for pre-TRA86
group & n = 159 for post-TRA86 group)
Windfall Profit Variables Pre-TRA86 Post-TRA86 F-Statistic for
Group Group Difference in
Std. Dev.
Windfall Profit ($MM) 102.52 106.39 1.08
Abnormal Performance Index .63 .32 3.88 ***
Beta Risk Coefficient .49 .44 1.24
Shares Outstanding (MM) 91.08 61.16 2.22 ***
Share Price ($) 8.85 11.48 1.68 ***
*** p < 0.001
Table 4
Mean (Std. Dev.) Size of Corporations
in Pre-TRA86 and Post-TRA86 Groups
Size Variables Pre-TRA86 Post-TRA86
Group (n=168) Group (n=159)
Total Assets ($MM) 927.99 (6215.69) 1133.85 (4952.44)
Total Liabilities ($MM) 737.30 (6050.12) 846.35 (4415.25)
Stockholders' Equity ($MM) 190.69 (513.39) 287.49 (700.55)
Market Value ($MM) 312.17 (760.98) 562.44 (1672.70)
Net Income ($MM) 21.36 (49.30) 36.09 (124.25)
Sales ($MM) 534.25 (1357.58) 792.19 (2160.49)
Size Variables Significance of
Difference in
Mean
Total Assets ($MM) n.s.
Total Liabilities ($MM) n.s.
Stockholders' Equity ($MM) n.s.
Market Value ($MM) n.s.
Net Income ($MM) n.s.
Sales ($MM) n.s.
Table 5
Industry Distribution of Corporations
in the Pre- and Post-TRA86 Windfall Samples
Industry SIC Range Pre-TRA86 Post-TRA86
(n = 168) (n = 159)
Agriculture and Forestry 0100 - 0971 1 0
Mining, Extraction and
Construction 1000 - 1799 15 18
Manufacturing 2000 - 3999 90 79
Transportation and
Communication 4000 - 4899 2 3
Utilities 4900 - 4991 6 10
Wholesalers and Retailers 5000 - 5999 23 15
Financial Services and
Insurance 6000 - 6799 20 23
Service 7000 - 8999 11 11
Table 6
Outlier Statistics
Taxes T Income y No. of SDs from
Regres. Mean
260 113.88 3.89
447 .08 6.63
884 272.29 14.41
Table 7
Results of Testing for Heteroscedasticity
Sample Pre-TRA86 Group Post-TRA86 Group
Trisection With Outliers
Range of Y MSE Range of Y MSE
1 -692.76, 19.13 -684.14 23.00
.38 -6.08
(n=56) (n=53)
2 -.36, 14.88 10.28 -6.01, 3.20 123.12
(n=56) (n=53)
3 15.04, 506.48 19.86 6.05, 517.19 58.43
(n=56) (n=53)
Test F(53,53) F(50,50)
statistic = 1.93 = 5.35
(a) p < .01 p < .001
Sample Post-TRA86 Group
Trisection Without Outliers
Range of Y MSE
1 -684.14, 23.22
-6.83
(n=52)
2 -6.08, 2.76 3.89
(n=52)
3 3.20, 517.19 25.52
(n=52)
Test F(49,49)
statistic = 6.56
(a) p < .001
(a) In the test, the tri-section with the highest MSE is
compared with the tri-section with the lowest MSE
(Goldfeld & Quandt, 1965)
Table 8
Test of Horizontal Equity (a)
y Subsections Pre-TRA 86 Post-TRA86 Sample with Outliers
($MM) Sample Included
n MSE n MSE F p <
< -100 7 4334 8 2711 1.60 n.s.
-100 to -50 5 90 7 1129 12.54 .05
-50 to 0 52 72 71 111 2.13 .01
0 to 50 76 106 54 14429 136.12 .00
50 to 100 18 75 7 794 10.59 .00
> 100 10 2791 12 17228 6.17 .00
y Subsections Post-TRA86 Sample with Outliers
($MM) Excluded
n MSE F P <
< -100 8 2711 1.60 n.s.
-100 to -50 7 1129 12.54 .05
-50 to 0 71 111 2.13 .01
0 to 50 53 59 1.8 .05
50 to 100 7 794 10.59 .00
> 100 10 3116 1.12 n.s.
(a) Degrees of freedom for the numerator and
denominator of the F-test are n-3.
Table 9
Results of the Chow Testing
General Regression Model:
log[T.sub.i] = [d.sub.0] + [d.sub.1] ([logy.sub.i]) +
[d.sub.2] [([logy.sub.i]).sup.2] + [e.sub.i]
Estimated
Coefficient
(t-Statistic)
Pre-TRA86 Post-TRA86 Combined
Variable Sample Sample * Samples *
[d.sub.0] -0.24 (-1.19) -0.23 (-1.11) -0.23 (-1.62)
[d.sub.1] 0.05 (1.05) 0.03 (0.58) 0.03 (1.01)
[d.sub.2] 0.10 (6.76) ** 0.13 (8.00) ** 0.12 (10.44) **
Mean Square Model 80.77 107.63 185.41
Mean Square Error 3.21 3.22 3.21
Adjusted [R.sub.2] 0.22 0.29 0.26
Model [F.sub.2,165] 25.20 ** 33.39 ** 57.83 **
*--without outliers
**--p < 0.001
Chow Test Statistic: F(3,318) = .84, n.s.