Accounting diversity and the value relevance of accounting earnings and book value in four countries-the United States, the United Kingdom, Canada and Japan.
Hsu, Kathy H.Y. ; Etheridge, Harlan L.
ABSTRACT
Diversities in accounting standards across different countries are
of serious concern to the international investment community. Analysts,
investors and security regulators have indicated that accounting
differences can affect the usefulness of accounting numbers in assessing
firm values (Choi and Mueller 1992). This paper investigates the impact
of accounting diversity on the relative value relevance of accounting
summary numbers in four countries: the United States, the United
Kingdom, Canada and Japan. Accounting systems of these four countries
are of interest because of the varying degree of perceived conservatism
in accounting measurement practices across these four accounting systems
and the size of the capital markets in these four countries.
To assess the differences in value relevance of two accounting
summary numbers, earnings and book value, across different countries, we
use empirical models and measurements that allow direct comparisons of
the weights assigned to accounting earnings and book value by market
participants of these four countries. To compare the relative value
relevance of accounting earnings with that of accounting book value
within each country, we use a standardized procedure to control the
scale differences in earnings and book value so that the earnings
valuation coefficient and the book value valuation coefficient can be
compared. A ratio measure, which scales the valuation coefficients by
the overall informativeness of earnings and book value of each country,
is used to allow additional cross-country comparisons.
The results show that systematic differences in the importance of
earnings and book value do exist across national boundaries. On average,
earnings are more important than book value in explaining firm values in
the U.S. and the U.K., while book value is more important than earnings
in Canada and Japan.
In a model incorporating both earnings and book value to explain
market values, accounting earnings and book value both have incremental
value relevance over each other for the U.S. and Canadian samples.
However, U.K. accounting book value and Japanese earnings do not
consistently have incremental value relevance.
Our results also indicate trends of change in the overall, as well
as the relative, importance of earnings and book value over the sample
period. In particular, the overall value relevance of accounting
earnings and book value increases over time for all four countries, and
the value relevance of accounting book value relative to accounting
earnings increases in both Canada and the U.K. over the sample period.
Neither the U.S. or Japan show significant changes in the relative value
relevance of the accounting numbers over the sample period.
INTRODUCTION
Diversities in accounting standards in different countries pose
significant challenges to the international investment community. While
current efforts to harmonize international accounting standards by the
International Accounting Standards Committee (IASC) and the
International Organization of Securities Commissions (IOSCO) are
laudable, differences in accounting standards across national boundaries
largely remain a fact of life. Although participants in the
international investment community recognize that differences in
accounting measurement and disclosure rules across countries can affect
the usefulness of accounting numbers in accessing firm values and affect
the flow of international capital, empirical evidence on the comparative
impact of accounting diversity on firm valuation across various
accounting regions is still limited.
This paper investigates the impact of accounting diversity on the
relative value relevance of accounting summary numbers in four
countries: the United States, the United Kingdom, Canada and Japan.
These four countries are highly developed nations with historically
different accounting concepts and accounting practices. Each of these
four countries also has very active capital markets (1) and high levels
of foreign direct investment flows. Most importantly, all four countries
have representation on the IASC board, which approves the exposure
drafts and final statements issued by the IASC. As a result, each of
these four countries plays an important role in the development of
international accounting standards.
While these four countries are important participants in the world
economy and are instrumental in the accounting harmonization process,
the domestic accounting standards and environments of these four
countries are diverse. There are many facets to the accounting diversity
across these four countries: differences in accounting measurement and
disclosure rules (GAAP differences), in management behavior and in the
degree of alignment between financial and tax accounting, etc. (Choi and
Mueller 1992).
While the aggregate impacts of the aforementioned factors on the
value relevance of accounting numbers are difficult to disentangle, we
take a capital market approach to the cross-country comparison of
accounting summary numbers that allows us to look at the outcome of
these impacts from an equity valuation perspective (2). Using the
Edwards-Bell-Ohlson (EBO) valuation model (Ohlson 1994) which expresses
firm value as a function of book value and earnings, we address the
following issues: (1) whether accounting diversity causes systematic
differences in the joint value relevance of accounting earnings and book
value across these four countries, and (2) whether the relative
importance of earnings and book value differ systematically across these
countries.
Our results indicate that systematic differences do exist in the
value relevance of accounting numbers across these four countries. The
joint value relevance of earnings and book value is the highest in the
U.S. and Japan, and the lowest in U.K. Similarities in accounting
practices and the business environment between the U.S. and Canada do
not lead to similarity in the joint value relevance of accounting
summary numbers.
In terms of the relative value relevance of accounting earnings and
book value, our results suggest that accounting earnings are of greater
importance to market participants than book value in the U.S. and in the
U.K.; and accounting book value in Japan is more value-relevant than
earnings. Accounting book value has higher value relevance than
accounting earnings in Canada over our sample period, even though the
U.S. and Canada are perceived as having similar accounting principles.
We also find that in both the U.S. and Canada, earnings are
incrementally value-relevant over book value, and book value has
incremental value relevance over earnings. However, this mutual
incremental value relevance of earnings and book value is weak and
inconsistent over time in the U.K. and Japan. Additionally, using a time
trend analysis, we find that the value relevance of accounting numbers
in each of these four countries increases over our sample period. This
would suggest that the accounting systems of all four countries included
in this study have improved over time.
The next section discusses potential contributions to accounting
diversity across the countries in this study and is followed by a review
of prior literature and a discussion of the empirical models used in
this study. Then the results and conclusions of the study are discussed.
ACCOUNTING DIVERSITY
As previously stated, accounting diversity across national borders
probably is the result of numerous factors including differences in
accounting measurement and disclosure rules (GAAP differences),
differences in management behavior, and the degree of alignment between
financial and tax accounting. From the perspective of GAAP differences,
the accounting models adopted in the four countries in this study differ
in the rigidity of their compliance with the historical cost principal.
This leads to various degrees of conservatism in the earnings measure
and the book value measure across countries.
In Japan, the earnings measure is more conservative than that of
other countries. Historical cost accounting is required by the
Commercial Code; among the few exceptions to historical cost is when the
market value is significantly less than cost and is not expected to
recover, or when an unexpected impairment in value occurs for fixed
assets. Current cost accounting is not even allowed in supplementary
disclosures.
In the U.S. and Canada, accounting measurements primarily follow
historical cost accounting; only in limited circumstances (3) can the
accrual concept be extended and depart from strict transaction cost
measurements. The accounting standards of the U.S. and Canada are very
similar and have only minor deviations (4).
In the U.K., however, revaluation of tangible fixed assets and
investment is allowed and is shown under fixed assets. The effect of the
revaluation is taken directly into a revaluation reserve without going
through the income statement. After revaluation, depreciation must be
based on the revalued amount; however, it is very common for an amount
equal to the depreciation on the revaluation surplus be transferred from
the revaluation reserve to the retained earnings account while only the
historical cost portion is charged to the income statement (Woolf and
Tanna 1988). It is believed that this non-conservative asset valuation
convention might create opportunities for management manipulations of
accounting numbers and cause book value to have smaller value relevance
for market valuation. A prior empirical study by Weetman and Gray (1990)
also reports a systematically more 'conservative', or
understated, U.S. earnings measure when compared to the U.K. earnings
measure using the same set of U.K. companies.
Another aspect of accounting diversity in these four countries
involves the behavior of management in response to accounting numbers.
For example, prior studies show that the information asymmetry problem
is more severe in the U.S. than in Japan due to the close ties between
Japanese market participants and the companies in which they invest. As
a result, Japanese market participants are less responsive to short-term
changes in profitability than U.S. market participants (Jacobson and
Aaker 1993) which suggests that Japanese managers are less inclined than
U.S. managers to manipulate short-term earnings at the expense of
long-term profits.
Differences in the alignment of tax and financial accounting in
these countries also contributes to accounting diversity. For example,
the alignment of tax and financial accounting in Japan has long been
attributed by researchers as one of the reasons that Japanese income
numbers are artificially understated (e.g., French and Porterba 1991).
The same level of alignment between financial accounting and tax
accounting is not seen in the U.S., the U.K. or Canada. Consequently,
Japanese accounting numbers are more conservative than those of the
other three countries in the study (5).
PRIOR LITERATURE
Numerous studies over the past decade have examined the relation
between earnings and stock prices. However, until recently, with the
wider acceptance of the EBO valuation model, book value was not included
in most of the studies comparing the relation between accounting numbers
and stock prices across countries. While prior studies that examine the
relationships between stock prices and accounting numbers across
different countries provide valuable insight as to how diversity in
accounting standards affects the value relevance of earnings, our study
focuses on cross-country comparisons of the relationships between stock
prices and accounting numbers using a model that incorporates both
earnings and book value (6).
We review studies that either use methodology similar to that used
in this study or have lines of inquiry similar to those in this study
and broadly classify these studies into two categories: (1) studies that
compare the value relevance of accounting earnings across countries and
(2) studies that compare the joint and incremental value relevance of
earnings and book value across countries.
Cross-country Comparison of Accounting Earnings
Prior research by Alford et al. (1993) provides comparisons of the
timeliness and usefulness of accounting earnings of firms in the U.S.
with that of firms in 17 different countries, including the U.K.,
Canada, and Japan. Their results indicate that U.K. earnings are more
informative than U.S. earnings and that the explanatory power from the
earnings-returns regression model is significantly lower in Japan (5.6%)
than in the United Kingdom (26.1%), which would indicate that Japanese
earnings are not as informative as the earnings of U.K. firms.
Weetman and Gray (1990) found that U.K. earnings measures tend to
be systematically higher or less conservative than earnings measured
under U.S. accounting principles. Aron (1987) and Cooke (1993) provide
evidence that reported earnings of Japanese firms are significantly
understated when compared to those of their U.S. counterparts. The
empirical evidence suggests that other than quantitative differences in
accounting earnings that can result from GAAP differences, the relative
information content of accounting earnings also varies across different
GAAP regions.
Cross-country Comparison of Accounting Earnings and Book Value
Joo and Lang (1994) use a price model to investigate the
relationship between stock prices and accounting earnings in Germany,
France and the U.K. both before and after implementation of the EU
Fourth Directive. They report that significant differences in several
financial ratios (ROE, E/P and B/M) remain in the post directive period.
They also report that in a price regression model, firms in Germany and
France tend to have larger coefficients estimates for shareholder's
equity as well as for earnings than firms in the U.K. They conclude that
the evidence supports the balance sheet focus and accounting
conservatism found in Germany and France.
Harris, et al. (1994) compare the value relevance of accounting
numbers between a matched sample of German firms and U.S. firms using a
one variable model (price-to-earnings or price-to-book value). They find
little difference in the overall value relevance (R2) of the accounting
numbers of German and U.S. firms. However, the coefficients for book
value and for earnings of German firms are greater than those of their
U.S. counterparts. Hall, et al. (1994) also use a univariate model of
price-to-earnings (book value) to examine and compare the relative value
relevance of accounting earnings (book value) between the U.S. and
Japan. They report lower (higher) association of accounting earnings
(book value) to price in Japan as compared to that in the U.S.
More recently, King and Langli (1999) report that systematic
differences in the value relevance of accounting numbers exist across
Norway, German and the U.K. They also find that U.K. accounting numbers
have the highest explanatory power when regressed on stock prices,
followed by Norwegian, and then German, accounting numbers. However,
they also find that book value is more value relevant in Germany and
Norway than in the U.K.
Our study provides empirical evidence that corroborates with prior
cross-country comparative studies and also extends prior empirical
evidence in that it not only includes countries that have contrasting
accounting standards and different degrees of conservatism bias in
accounting measurements, but also includes countries that have similar
accounting standards and business environments. This enables a fuller
appreciation of the impact of accounting diversity on the relative value
relevance of accounting measures. Additionally, our study also addresses
some methodological issues not addressed in most of the prior
cross-country comparative studies, including scale differences of
earnings and book value and industry and size heterogeneity of
cross-country samples.
MODEL AND HYPOTHESIS
We adopt the Edward-Bell-Ohlson valuation model (EBO, hereafter),
which incorporates both accounting earning and book value in the same
equity valuation model. The reformulated empirical earnings and book
value model is as follows: Price-Earnings/Book Value Model:
[P.sub.it] = [w.sup.e.sub.t] [E.sub.it] + [w.sup.b.sub.t]
[B.sub.it] + [[mu].sup.eb.sub.it] (1)
Where,
[P.sup.it] is the price per share of firm i at time t,
[E.sub.it] is the reported earnings per share of firm i at time t,
[B.sub.it] is the reported book value per share of firm i at time
t,
[w.sup.e.sub.t] is the empirical Earnings Valuation Coefficient
(EVC) (7) in the combined model,
[w.sup.b.sub.it] is the empirical Book-value Valuation Coefficient
(BVC) in the combined model, and
[[mu].sup.eb.sub.it] is the error term.
Ohlson (1991, 1992 and 1995) and Feltham and Ohlson (1992) suggest
that, theoretically, a firm's value can be determined by its
earnings and book value, and that this valuation would be immune to
differences in accounting methods across firms or countries given that
clean surplus accounting is not systematically violated, i.e., changes
in the book value of equity reflect only the income (loss) and
owner's investment and dividends. We expect to see systematic
differences in the value relevance of accounting measures across our
sample countries due to various degrees of violation of the clean
surplus assumption and conservatism bias that impede the ability of
accounting measures to efficiently capture events that affect
firms' value (see Appendix A for a list of clean surplus violations
in the four countries).
Since many factors impact the value relevance of accounting numbers
produced by each accounting system, e.g., capital providers; taxation
and legal systems, etc., and the effect of these factors can not be
easily isolated from each other; a capital market approach allows us to
look at the outcome of these impacts from an equity valuation
perspective. We take a capital market approach for cross-country
comparison of accounting summary numbers and draw conclusions on the
joint value relevance of accounting earnings and book value using the
combined explanatory power of the two accounting numbers for market
value (adjusted R2).
We anticipate that countries with similar accounting standards and
business environments, i.e., the U.S. and Canada should have similar
levels of joint value relevance of earnings and book value, while
countries with different accounting standards and business environments,
i.e., the U.K. and Japan, should have different levels of joint value
relevance of earnings and book value.
The empirical model also enables us to make direct comparisons of
the relative importance of earnings and book value in firm valuation as
perceived by capital market participants. Prior studies by Collins et
al. (1997) using U.S. samples indicate that U.S. accounting book value
is more value-relevant when the value relevance of accounting earnings
is low. Given this result and evidence of the differential
earnings-to-price relation as reported by Alford et al. (1993), we
anticipate that accounting book value should be more value-relevant in
countries that have relatively low earnings value relevance. We also
anticipate that due to the similarity of the accounting principles and
business environments in the U.S. and Canada, accounting summary numbers
from the U.S. and Canada should have similar levels of value relevance.
Since in most cases, a scale difference that can lead to biased
coefficient estimates exists between accounting earnings and book value
(Barth and Kallapur 1996), we use a standardized measure of the
variables that allows direct contrasts of the earnings and the book
value valuation coefficients. The standardization procedures include two
steps: (1) all outlier observations that are outside of the three
standard deviations range are deleted for every measure for each country
from the entire sample (1983-1991); (2) after outliers are deleted, all
variables used in the model are standardized by subtracting the new
yearly means and dividing by the new yearly standard deviations. The
standardized measures have a zero mean and a standard deviation of 1.
Based on the standardized measure, the earning valuation coefficient for
time t, and the book value valuation coefficient for time t, represent
the effect of change in one standardized unit of earnings and book
value, respectively, on one standardized unit of firm value. Since the
coefficients of earnings and book value both are based on the
standardized units, the magnitudes of the earnings and the book value
coefficients can be compared directly.
Pooled regressions as well as yearly regression analyses are
performed to analyze the joint and relative value relevance of earnings
and book value within each country. Trend analyses of the regression
coefficients are performed to investigate changes in the relative
importance of earnings and book value over time. Additionally, size and
industry variables are added individually, as well as collectively, into
to the combined model to control for the impact of size and industry
membership effects on the empirical results.
DATA AND SAMPLE SELECTION
Our data are extracted from the Global Vantage
Industrial/Commercial and Issue Files for the period of 1983-1991. The
sample is restricted to non-financial firms listed on the largest
exchange in each country to increase the homogeneity of the sample,
i.e., the New York Stock Exchange (U.S.), The Tokyo Stock Exchange (Japan), The Toronto Stock Exchange (Canada) and the London Exchange
(U.K.).
Our primary focus is on the importance of accounting numbers
prepared in accordance with the local accounting standards of each
country; thus, only data prepared according to domestic accounting
standards are used. A sample firm is considered as belonging to a
certain country only if it is both incorporated and listed on the
exchange of the same country. The purpose of this restriction is to
eliminate the "foreign" listing firms from the samples of each
country (8).
Observations are excluded if the firm had a change in fiscal
year-end. A firm-year observation also is excluded from the sample if
data are unavailable to calculate all the necessary variables. After
deleting the outliers outside of the three standard deviations range for
every measure for each country from the entire sample, the final sample
consists of 4,187, 5,136, 2,224 and 3,645 firm-year observations for the
U.S., the U.K., Canada and Japan respectively (9).
Table 1 provides the descriptive statistics of earnings per share,
book value per share, price per share, total assets, and market value.
Since the distributions of the variables are asymmetric, the median is
used to compare the magnitude of the variables across countries. Among
the four countries, the U.S. has the largest earnings per share as well
as book value per share, followed by those of the Canadian, the U.K. and
the Japanese samples. The U.S. sample also has the largest price per
share followed by those of the Canadian, Japanese and U.K. samples.
Regarding firm size (measured by total assets or total market value),
the Japanese sample has the largest firm size followed by those of the
U.S., Canadian and U.K. samples. While all variables are right-skewed,
the Japanese sample has much larger earnings, book value and price per
share than those of the samples of the other countries; the U.S. and
U.K. firms have much larger total assets and total market value than
those of the other countries.
Table 2 reports the pooled correlation analyses of standardized
earnings, book value and price for each country. As expected, accounting
earnings and book values in all four countries are positively correlated with price, indicating that accounting earnings and book value are
important variables in explaining firm values in all four countries.
EMPIRICAL RESULTS
Cross-country Comparison of Value Relevance
Table 3, panel A reports the pooled and the yearly regression
results of the combined earnings and book value regression model with
standardized dependent and independent variables. As indicated before,
the use of standardized variables in the regression analyses mitigates
the scale differences and allows direct comparisons of the EVC (earnings
valuation coefficient) and the BVC (book value valuation coefficient).
The pooled results show the cross-sectional average; however, to
mitigate the potential impact of cross-sectional correlations as
indicated by Bernard (1987), and our conclusions are drawn mainly from
the mean analysis of the yearly regression results. The coefficients of
our regression models are discussed first, followed by a discussion of
explanatory power of the models.
The yearly regressions analyses show that the EVC and the BVC are
both significant in the U.S. over the period encompassing 1982-1991.
However, while the coefficients of earnings in the U.K. are significant
in all nine years of our sample period, the coefficients of book value
are only significant in four out of the nine years. Mean analysis of the
yearly coefficients show that for the U.S. firms, both earnings and book
value are value-relevant, while in the U.K. only earnings are
value-relevant.
Contrary to the results of the U.S. and of the U.K. samples, the
yearly regression coefficients of the book values of the Canadian and
the Japanese samples are significant in all nine years, while the
coefficients of earnings for these two countries are less stable over
time. For the Canadian sample, the EVCs are significant in seven of the
nine years (1985 and 1989 are insignificant); and for the Japanese
sample, the earnings are significant only in five of the nine years
(1983, 1985, 1986 and 1991 are insignificant). The mean analysis
indicates that the Canadian EVC and BVC are both significant, while only
the BVC is significant in Japan.
These results suggest that earnings and book value are both
value-relevant for the U.S. market and the Canadian market; however,
U.S. earnings is a more important variable in the pricing decision than
book value while book value is more important than earnings in Canada.
Either earnings or book value , not both, are important in the pricing
decision in the U.K. and Japan. Earnings are important in U.K. while
book value is not, while in Japan, book value is the dominating variable
while earnings is not important. This also is consistent with our belief
that earnings (book value) will be the more value-relevant of the two
accounting numbers in countries whose financial accounting approach is
earnings (book value) focused. However, Canadian accounting book value
is more value-relevant than earnings during the sample period, which
suggests that Canadian accounting standards that affect equity measures
may be materially different from those of the U.S.
In terms of the ability of accounting numbers to explain stock
prices, the explanatory power of the model (adjusted R2) in table 3
shows that both U.S. and Japanese earnings and book value are able to
explain more than 60% of price variation (average of the yearly R2)
while Canadian accounting summary numbers explain 57 % of price
variation, and U.K. earnings and book value explain about 41% of stock
price variation. This indicates that, on average, accounting numbers in
the U.S. and Japan capture more information that is correlated with
price variations (more value relevant) than Canadian and U.K. numbers,
and that the overall information contained in the earnings and book
value of the U.S. and the Japanese firms seem to be more aligned with
the information market participants use in firm valuation compared to
the accounting numbers in Canada and the U.K.
We perform detailed analyses of the earnings (EVC) and the book
value (BVC) regression coefficients with the following measures: (1) the
Sum, which is the sum of the earnings and book value coefficients in the
combined model and represents the overall valuation weight market
participants assign to each country's accounting summery numbers;
(2) the Difference, which is the difference in magnitude of the
valuation coefficients EVC and BVC and represents the difference in the
valuation weights of earnings and book value; and (3) the Ratio, which
is the difference between the EVC and BVC scaled by the magnitude of the
Sum and enables cross-country comparison of the relative valuation
importance of earnings and book value.
With the standardized earnings, book value and price, the
regression coefficients do not suffer the bias cause by the scale
differences between earnings and book value within each country and
cross the four countries. We are able to make direct compare of the
valuation weights (coefficients) market participants in each country
assign to accounting variables. A larger valuation coefficient indicates
a higher weight market participants assign to per standardized unit of
earnings (book value). Table 3, panel B reports that, on average, the
combined valuation weight of the earnings and of the book value
regression coefficients (Sum) is the highest for the U.S. (0.86),
followed closely by Japan (0.82) and Canada (0.80). The Sum for U.K.
earnings and book value is the lowest at 0.64. In addition, the
magnitude of the Sum increases over time for all four countries, which
suggests that the valuation weights market participants place on the two
accounting summary numbers for firm valuation purposes has increased
over the sample time period for these four countries.
The Difference measure, which is a measure of the difference in the
relative valuation weight of earnings and book value, is used to examine
the relative importance of the earnings and book values. A positive
(negative) measure of the Difference variable indicates that the
earnings (book value) coefficient has a stronger response than the book
value (earnings) coefficient, indicating that market participants
perceive earnings (book value) to be relatively more important than
accounting book value (earnings) in firm valuation. This measure
provides an ordinal measure of the additional importance of one variable
over another and can facilitate cross-country comparisons. The
Difference measure from the pooled regression is positive for both the
U.S. (0.19) and the U.K. (0.49), and negative for Canada (-0.33) and
Japan (-0.31). The means of the yearly Difference measures are 0.21,
0.65, -0.26 and -0.37 for the U.S., the U.K., Canada and Japan,
respectively. These results suggest that accounting earnings are more
important to market participants in the U.S. and the U.K., while the
Japanese and the Canadian market participants perceive book value to be
more important.
This finding is inconsistent with our prior belief that countries
with similar accounting standards should produce earnings and book value
with similar valuation implications. In particular, the difference
between the earnings valuation focus of the U.S. market and the book
value valuation focus of the Canadian market is unexpected.
To enable cross-country comparisons of the extent that accounting
earnings (book value) are more value-relevant than book value
(earnings), the Ratio measure is used as reported in table 3, panel B.
Since the magnitude of the Difference between the EVC and the BVC can be
influenced by the overall magnitudes of these two variables across
countries, scaling the Difference by the Sum enables unbiased
comparisons across different countries.
On average (mean analysis), the U.S. has the smallest difference
between the value relevance of earnings and book value (25%), while the
U.K. (101%) exhibits the largest difference between the value relevance
of earnings and book value. This result suggests that the U.S. market
considers earnings and book value to be of somewhat equal importance in
the valuation process, while U.K. market participants place much more
importance on earnings compared to book value. Both Canadian and
Japanese ratio measures are negative, and the results indicate that the
difference in the market responses to book value and earnings is greater
in Japan (-47%) compared to that in Canada (-32%). These results suggest
that an even stronger book value focus exists in the capital markets in
Japan compared to that in Canada.
Yearly comparison of the Ratio measure across the four countries is
generally consistent with the ranking from the mean analyses. The U.K.,
in most years, has the largest Ratio among the four countries, followed
by the U.S. However, during our sample period, the U.K.'s Ratio
measure decreased substantially in the last two years (1990, 1991). This
decrease is apparently due to the drastic increase of BVC in 1990 and
1991 in the U.K. while the EVC level remained stable. This change is
interesting since it suggests that the value relevance of accounting
book value increased after 1990 which coincides with the establishment
of the Accounting Standards Board in the U.K. in response to criticism
of the "creative accounting" practices of the 1980s.
The creation of the Accounting Standards Board (ASB) in the U.K. is
a very significant event in the development of British accounting
standards and practices because one of the primary foci of the ASB is to
improve the quality of financial statements. While we cannot infer a
causal relationship between that particular event and our empirical
results, it is evident that beginning in 1990, British balance sheet
numbers are more value-relevant than those of the previous seven years
in our sample.
Canada and Japan Ratio measures are generally negative (BVC >
EVC). Canadian Ratios become more negative toward the latter part of our
sample period, while the Japanese Ratios become less negative (except in
1991) over our sample period. These results may indicate that changes in
both the overall and the relative valuation weights of accounting
earnings and accounting book value have occurred over time in these
countries. A trend analysis is conducted to verify whether time trends
do exist for the Sum, Difference and Ratio measures of each country.
Trend Analysis
Trend analysis is performed by regressing the time (years 1 through
9) on each of the variables of interest. Table 4 reports the results of
trend analyses for the Sum, Difference and Ratio variables. The results
confirm that over time, a significant positive trend exists for the
combined valuation weights of earnings and book value (Sum) for the four
countries. This trend is strongest for the U.K. (0.056), followed by
Canada (0.027), Japan (0.023) and the U.S. (0.013), and it implies that
reported earnings and book value are becoming more aligned over time
with the underlying information used by market participants in the
market valuation process. Collins, Maydew and Weiss (1997) report a
similar finding with U.S. data over a 40-year sample period.
For the Difference measure, only the Canadian sample shows a
significant negative time trend (-0.105), i.e., the Difference measure
becomes more negative (book value becomes more value-relevant over time
compared to earnings) over time. Since the time trend for the Difference
measure can be affected by the time trend of the overall value
relevance, we further analyze the time trend of the Ratio measure. The
trend analysis of the Ratio measure shows that both the U.K. and
Canadian ratios have a significantly negative time trend, which
indicates that for these two countries, accounting book value becomes
increasing more important to the market relative to earnings over the
sample period. However, as shown by the Difference measure and the Ratio
measure in table 3, panel B, earnings in the U.K. is still more
important to the market than the book value, even though book value
shows a significant increase in its importance over time. On the other
hand, accounting book value in Canada remains as the most important
valuation variable, and increasingly gains in importance over time.
Size and Industry Controls
To verify that the regression results are not driven by either size
or industry factors, additional analyses, which control for size (total
asset) and industry factors are performed. Table 5, panel A reports the
pooled and the yearly regression results after adding size as an
additional independent variable. The results shows that while size is a
significant variable in both the pooled and the yearly regression
analyses, the results remain qualitatively the same as those reported in
Table 3, panel A. However, the regression model explanatory power
(adjusted R2) improves after adding the size control.
Table 5, panel B reports the results of size control on the Sum,
the Difference and the Ratio measures. The results also confirm that
even though size is a significant factor in explaining firm value for
our samples, our results are robust to firm size.
Since previous studies have found industry membership to be an
important factor in firm valuation, additional analysis is performed to
control for both industry membership and size. This additional analysis
attempts to control for the differences in industry composition across
the four countries by grouping observations of each country by their
two-digit SIC codes. For each industry group of each country, we
randomly select an equal number of observations. The number of
observations selected for each industry in each country is based on the
minimum total number of observations in that industry group across
countries, to ensure that the number of observations in each industry
are the same for every country.
The final industry controlled sample, as listed in appendix A,
consists of 1,311 observations for each country across 38 industries. As
can be seen from appendix A, since the Canadian (and in some cases, the
Japanese) sample has the lowest number of observations in most
industries, more observations per industry are removed from the U.S. and
the U.K. samples.
Table 6, panels A and B reports the results of the regression
analyses for the industry-controlled samples with size as an additional
control variable. These results, in general, indicate that after
controlling for both size and cross-country differences in industry
composition, our primary conclusions remain unchanged: earnings in the
U.S. and the U.K. are more relevant or firm valuation than book value,
and book value in Canada and Japan are more relevant than earnings.
However, the magnitude of the book value coefficients for the U.K. and
Japanese samples after the industry compositions are changed. The U.K.
book value coefficients are higher for the industry-controlled sample
(0.35) while the magnitude of the earnings coefficients remains
relatively unchanged. The Japanese book value coefficient also increases
(0.87), while the valuation coefficient of Japanese earnings decreases
(-0.11). The EVC and BVC for U.S. and Canada remain at levels that are
similar to the original analysis. These differences in coefficient
magnitude are caused by differences in sample compositions and suggest
industry differences do exist in the magnitudes of the valuations
coefficients; however, within each country, the relative value relevance
of earnings and book value is unchanged by the industry controlled.
Earnings remain to be more value relevant than book value for the U.S.
and the U.K. and reverse is true for Canada and Japan. Yearly
coefficients of earnings and book value also remain consistent with
results reported for the original sample. The model explanatory power
(adjusted R2) is higher for the U.K. industry-controlled sample compared
to the original sample (0.54 vs. 0.41), but remains largely unchanged
for the other countries. However, the explanatory power of the model for
U.K. industry-controlled sample remains the lowest of the four
countries. In fact, the ranking of the R2s across the four countries
remains unchanged after controlling for both size and industry.
CONCLUSIONS
This study provides empirical evidence that systematic differences
in the relative importance of earnings and book value do exist across
national boundaries by using a standardized
combined-earnings-and-book-value regression model. The standardized
procedure controls for the scale difference of earnings and book value
both within and across countries, thus allowing analyses of the relative
value relevance of earnings and book value at various levels.
Our results show that both earnings and the book value are jointly
value-relevant in the firm valuation processes of the U.S. and Canadian
markets. However, accounting earnings appears to be more important than
book value for the U.S. markets while book value is more important than
earnings in Canadian markets. Given the similarity of the U.S. and
Canadian accounting standards, these results are interesting and deserve
future research.
While both earnings and book value are important in the U.S. and
Canada, we provide evidence that the U.K. market focuses on earnings and
that the Japanese market focuses on book value only. These results are
robust when size and industry controls are added.
Comparison of the overall value relevance of earnings and book
value among these four countries indicates that the joint value
relevance of earnings and book value are at similar levels for U.S. and
for Japan. These two countries also have the highest levels of joint
value relevance of earnings and book value across the four countries
while U.K. earnings and book value consistently have the lowest joint
value relevance.
Our results also indicate that the U.K. market differentiates the
two accounting summary numbers the most followed by Canada, Japan and
the U.S. as indicated by the differences in the value relevance of
earnings and book value across the four countries. Additional trend
analyses reveals that time trends do exist over the sample period for
the overall, as well as the relative, value relevance of accounting
earnings and book value across these four countries. Our results show an
overall increasing trend in the overall value relevance of earnings and
book value over time for all four countries, which supports the notion
that reported earnings and book value have become more aligned over time
with the underlying information used by market participants in the
market valuation process.
Assuming that the valuation relevance of accounting numbers is an
important aspect of their qualities (10), these results indicate that
there has been an improvement in the quality of accounting numbers over
our sample period for these four countries. And of the four countries,
the value relevance of the U.K. has the strongest increasing time trend
followed by that of Canada, Japan and the U.S.
Our results also show a time trend in the relative importance of
accounting earnings and book value for the Canadian and U.K. samples
which indicates that during the time period of 1983 through 1991, both
Canadian and U.K. book values significantly gained in importance.
However, earnings is still the dominating valuation variable in the U.K.
despite the increase in the value relevance of book value. The reasons
for these time trends, and the underlying causes of the change in the
relative importance of the two accounting summary numbers deserves
further research.
This study provides systematic comparison as to the relative value
relevance of the two most widely used accounting summary numbers.
Evidence from this study enhances understanding of how the accrual
accounting summary numbers can be perceived by capital market
participants as having very different valuation importance when they are
produced by different accounting systems. It also provides important
insight as to how the relative valuation relevance of accounting
earnings and book value has changed over time both within and across
these four countries.
With the significant increase of direct foreign investments, the
findings of our study have important implications for the use of
accounting summary numbers in the international investment context. The
investor today has the opportunity to invest not only in domestic firms,
but also in firms trading in foreign markets. Since firms whose stock
trades in these foreign markets use the domestic GAAP standards of their
countries, it is important for investors to be aware of how foreign
markets use the accounting numbers produced under domestic GAAP for firm
valuation purposes. For example, this study shows that U.K. markets view
the earnings of U.K. firms as an important valuation variable, while
book value is not viewed as such. Consequently, investors desiring to
invest directly in U.K. firms trading in U.K. markets need to be aware
of this fact. Similarly, investors wishing to invest directly in
Canadian or Japanese firms traded on their domestic stock markets need
to be aware of the fact that their markets view book value as a more
important valuation variable than earnings. And although Canadian
markets do seem to use earnings in the firm valuation process, Japanese
markets do not appear to do so.
Considering the intensification of international accounting
standard setting activities, our study should also be of interest to the
accounting standard setting bodies in the U.S., the U.K., Canada, and
Japan. Our results provide base-line measures of value relevance that
can be used by the standard setting bodies of these four countries to
assess the impact of new accounting standards on the usefulness of
accounting information developed under their GAAP systems. The results
of our study also provide information regarding the evolution of the
value relevance of the accounting numbers in the four countries in our
study over time.
Limitations of our study include the fact that we only investigate
the value relevance of accounting numbers from the perspective of the
stock markets. Many different uses of accounting information exist and
the relevance of accounting numbers probably differs for each use. Our
study only examines the value relevance of earnings and book value for a
limited period of time, nine years. The extension of this time frame may
provide more insight into the evolution of the value relevance of these
accounting numbers.
We examine the value relevance of the summary accounting numbers of
four countries only. Examining the value relevance of the accounting
numbers of other countries would provide valuable information not only
to the international investment community, but also to the GAAP setting
bodies of those countries.
REFERENCES
Alford, A., J. Jones, R. Leftwich, and M. Zimjewski (1993). The
Relative Informativeness of Accounting Disclosures in Different
Countries. Journal of Accounting Research, Supplement.: 183-223
Aron, Paul (1987) Japanese Price Earnings Multiples: Refined and
Updated. Daiwa Securities American, Inc. Japanese Research Report #30.
Barth, Mary E. and Sanjay Kallapur (1996). The Effects of
Cross-Sectional Scale Differences on Regression Results in Empirical
Accounting Research Contemporary Accounting Research, Fall, Vol. 13,
Iss. 2; pg. 527-568.
Bernard, V. L. (1987). Cross-Sectional Dependence and Problems in
Inference in Market-Based Accounting Research. Journal of Accounting
Research. (Spring): 1-48.
Bernard, V. L. (1993). Accounting-Based Valuation Methods: Evidence
on the Market-to-Book Anomaly and Implications for Financial Statements
Analysis. Working Paper.
Chan, L. C., Y. Hamao and L. Jesef (1991). Fundamentals and Stock
Returns in Japan. Journal of Finance (December): 1739-1764.
Cooke, T.E. (1993). The Impact of Accounting Principles on Profits:
The US versus Japan. Accounting and Business Research: 460-476.
Choi and Mueller (1992). International Accounting, 2nd Ed.,
Prentice-Hall.
Cheng, C. S. A.; W. S. Hopwood. and J. C. McKeown (1992).
Non-Linearity and Specification Problems in Unexpected Earnings Response
Regression Model. Accounting Review (July): 579-599.
Collins, D., Maydew, E. and I. Weiss (1997). Changes in the
Value-Relevance of Earnings and Book Values over the Past Forty Years.
Journal of Accounting and Economics 24: 39-67.
Easton, P. and T. Harris (1991). Earnings as and Explanatory
Variable for Returns. Journal of Accounting Research (Spring): 19-36.
Fama, E. and K. French (1992). The Cross-Section of Expected Stock
Returns. The Journal of Finance (June): 427-465.
Feltham, G. A. and J. A. Ohlson (1992). Valuation and Clean Surplus
Accounting for Operating and Financial Activities. working paper,
University of British Columbia (June).
French and Porterba (1991). Were Japanese Stock Prices Too High?
Journal of Financial Economics 29 : 337-363. Gray, S. J. 1980. The
Impact of International Accounting Differences from a Security-Analysis
Perspective: Some European Evidence. Journal of Accounting Research
(Spring): 64-76.
Hall, C., Y. Hamao and T. Harris (1994). A Comparison of Relations
Between Security Market Prices, Returns and Accounting Measures in Japan
and the United States. Journal of International Financial Management and
Accounting: 47-73.
Harris, Travor S., Mark Lang, and Hans Peter Moller (1994). The
Value Relevance of German Accounting Measures: An Empirical Analysis.
Journal of Accounting Research, Autumn: 187-209.
Joos, P. and M. Lang (1994). The Effects of Accounting Diversity:
Evidence from the European Union. Journal of Accounting Research
(Supplement): 141-175.
King, Raymond D. and John Langli (1999). Accounting Diversity and
Firm Valuation. International Journal of Accounting.
Meek, G. (1991). Capital Market Reactions to Accounting Earnings
Announcements in an International Context. Journal of International
Financial Management and Accounting: 93-109.
Modigliani, F. and M. Miller (1961). Dividend Policy, Growth and
the Valuation of Shares. Journal of Business: 411433.
Mueller, Gerhard G. (1968). Accounting Principles Generally
Accepted in the U.S. versus Those Accepted Elsewhere. The International
Journal of Accounting, Spring: 91-104.
Nobes, Christopher (1994). International Guide to Interpreting
Company Accounts--overcoming disparities in national accounting
procedures. Financial Times Management Reports: FT Business Enterprise
Ltd.
Ohlson, James A (1990). A Synthesis of Security Valuation Theory
and the Role of Dividends, Cash Flows, and Earnings. Contemporary
Accounting Research, Spring: 648-676.
Ohlson, J. (1991). The Theory of Value and Earnings, and an
Introduction to the Ball-Brown Analysis. Contemporary Accounting
Research, Fall: 1-19.
Ohlson, J. (1995). Earnings, Book Value and Dividends in Security
Valuation. Contemporary Accounting Research, Spring: 661-687.
Ohlson, J. A., and S. Penman (1992). Disaggregated Accounting Data
as Explanatory Variables for Returns. Journal of Accounting Auditing and
Finance: 553-573.
Pope, P. and W. Ree (1993). International differences in GAAP and
the Pricing of Earnings. Journal of International Financial Management
and Accounting : 190-219.
Ryan, S. (1991). Historical Cost Accrual Methods and the Role of
Book Value and Earnings in Linear Valuation Models. Journal of
Accounting Auditing and Finance : 257-287.
Sakakibara, S., H. Ymaji, H. Sakurai and K. Shiroshita (1988). The
Japanese Stock Market. New York.
Woolf, E. and S. Tanna (1988). Understanding Accounting Standards.
The Institute of Chartered Accountants in England and Wales.
Weetman, P. and S. Gray (1990). International Financial Analysis
and Comparative Corporate Performance: The Impact of U.K. vs. U.S.
Accounting Principles on Earnings. Journal of International Financial
Management and Accounting: 110-30.
ENDNOTES
(1) The capital markets in these four countries encompass more than
95% of the global market capitalization.
(2) A capital market approach investigating the value relevance of
accounting summary numbers is a joint test of the value relevance of the
accounting numbers and the efficiency of the information environment,
especially in a cross-country comparative study, which would depend on
the relative efficiency of the capital markets in responding to
accounting information. Prior studies by Kamarotou and O'Hanlon
(1989) and Chan et al. (1997) suggest that capital markets of these four
countries are at least semi-strong form efficient.
(3) Examples of departures from historic cost include when present
value techniques are used to measure certain long-term receivables and
payables, when certain contingent liabilities are recognized, when
post-retirement benefits of employees are brought to account, and when
the "mark-to-market" rule is applied to certain investments.
(4) According to the Report on the Financial Accounting Practices
in North America published by the U.S. Financial Accounting Standard
Board, areas of differences between U.S. GAAP and Canadian GAAP include:
(1) Foreign Currency Translation and Transactions: Canadian GAAP allows
the impact of foreign exchange rate movements on non-monetary
liabilities to be capitalized and amortized over future periods; (2)
Extraordinary items: Canadian GAAP is more liberal regarding
extraordinary items;(3) Interest Capitalization: Canadian GAAP does not
require (it is an option) the capitalization of interest on certain
qualifying fixed assets under construction and (4) Extractive Industries
Accounting: Canadian GAAP accounts for exploration costs using the full
cost method.
(5) Cooke (1993) reports evidence that the profits of companies
measured in accordance with Japanese GAAP are considerably more
conservative than if prepared in accordance with U.S. GAAP.
(6) Prior research suggests that there may be a differential and
complementary relationship between earnings and book value in firm
valuation. Specifically, when there is a decline in the value relevance
in accounting earnings, accounting book value increases in its value
relevance (Barth et al. 1997; Berger et al. 1996 and Collins et al.
1997).
(7) The term "earnings valuation coefficient" has not
been formally used or defined in the accounting literature. Here, for
simplicity, we use the terms EVC and BVC (book value valuation
coefficient) to represent the regression coefficients.
(8) Due to data availability, multiple-listing firms, i.e., firms
that are listed concurrently on several exchanges, are not identified.
However, since the firms included in the sample are limited to those
that use domestic accounting standards, the inclusion of
multiple-listing firms should not contaminate the interpretation of the
results.
(9) Parent-only numbers are used for the Japanese sample due to
data limitations. A prior study has shown that consolidated earnings in
Japan have different valuation implication than the parent-only results.
The inferences that can be drawn from our results are limited to the
data used.
(10) Lev (1989) used the R2 from earnings information content
studies to infer the quality of accounting earnings.
Kathy H.Y. Hsu, University of Louisiana at Lafayette
Harlan L. Etheridge, University of Louisiana at Lafayette
Table 1: Descriptive Statistics
Varaibles MEAN STD MIN P1
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Earnings 2.96 4.48 -53.23 -8.72
Per Share (-12.5) (-2.6)
Book Value 27.41 25.61 -120.50 -3.60
Per Share (-5.8) (-1.2)
Price Per 46.67 54.14 0.00 0.91
Share (-0.9) (-0.8)
Total Assets 2.41 7.24 0.00 0.02
(-0.3) (-0.3)
Total Market 1.39 3.69 0.00 0.01
Value (-0.4) (-0.4)
UK (total number of observations is 5,136 with 503, 528, 550,
593, 624, 616, 591, 579, and 552 for 1982 to 1991 respectively.)
Earnings Per Sh 0.51 0.70 -7.48 -0.76
(-11.4) (-1.8)
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Book Value 3.78 4.93 -15.70 0.01
Per Share (-3.9) (-0.8)
Price 5.69 5.92 0.04 0.18
Per Share (-1.0) (-0.9)
Total Assets 0.88 3.07 0.00 0.00
(-0.3) (-0.3)
Total Market 0.62 1.97 0.00 0.00
Value (-0.3) (-0.3)
Varaibles P10 MED P90 P99
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Earnings -0.75 2.38 7.78 17.53
Per Share (-0.8) (-0.1) (1.1) (3.3)
Book Value 4.49 22.49 55.88 113.72
Per Share (-0.9) (-0.2) (1.1) (3.4)
Price Per 7.13 31.50 99.50 270.00
Share (-0.7) (-0.3) (1.0) (4.1)
Total Assets 0.08 0.52 5.45 26.73
(-0.3) (-0.3) (0.4) (3.4)
Total Market 0.05 0.33 3.41 15.53
Value (-0.4) (-0.3) (0.5) (3.8)
UK (total number of observations is 5,136 with 503, 528, 550,
593, 624, 616, 591, 579, and 552 for 1982 to 1991 respectively.)
Earnings Per Sh 0.05 0.35 1.21 3.01
(-0.7) (-0.2) (1.0) (3.6)
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Book Value 0.55 2.34 8.25 22.88
Per Share (-0.7) (-0.3) (0.9) (3.9)
Price 0.92 3.78 12.79 29.07
Per Share (-0.8) (-0.3) (1.2) (4.0)
Total Assets 0.03 0.16 1.97 10.73
(-0.3) (-0.2) (0.4) (3.2)
Total Market 0.02 0.12 1.41 9.16
Value (-0.3) (-0.3) (0.4) (4.3)
Varaibles MAX SKEW KURTO
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Earnings 39.67 0.71 12.88
Per Share (8.2)
Book Value 463.38 3.24 32.11
Per Share (17.0)
Price Per 1012.50 4.50 40.96
Share (17.8)
Total Assets 168.26 10.26 157.31
(22.9)
Total Market 75.61 9.61 139.97
Value (20.1)
UK (total number of observations is 5,136 with 503, 528, 550,
593, 624, 616, 591, 579, and 552 for 1982 to 1991 respectively.)
Earnings Per Sh 11.89 2.28 32.51
(16.3)
US (total number of observations is 4,187 with 424, 383, 516,
458, 623, 523, 408, 403, and 449 for 1982 to 1991 respectively.)
Book Value 92.36 5.27 54.29
Per Share (18.0)
Price 55.91 2.58 9.79
Per Share (8.5)
Total Assets 56.77 10.75 146.61
(18.2)
Total Market 37.31 8.75 104.17
Value (18.7)
Table 2: Correlation Analysis
US (N=4187) UK (N=5136)
Earnings Book Value Earnings Book Value
Panel A: Pearson Correlation Coefficients
Price 0.74 0.68 0.62 0.49
Earnings 0.66 0.74
Panel B: Spearman Correlation Coefficients
Price 0.78 0.77 0.80 0.69
Earnings 0.73 0.74
Canada (N=2224) Japan (N=3645)
Earnings Book Value Earnings Book Value
Panel A: Pearson Correlation Coefficients
Price 0.64 0.73 0.71 0.77
Earnings 0.72 0.82
Panel B: Spearman Correlation Coefficients
Price 0.65 0.74 0.69 0.77
Earnings 0.70 0.79
Note: The correlation analyses are based on the pooled observations
of the standardized measures. The standardized measures are
generated by substracting the means from the original measures and
divided by the standard deviation. The standardizing procedures are
applied for each year and for each country. All the correlation
coefficients are significant at the 1% level.
Table 3: Regression Results
Panel A: Adjusted [R.sup.2] and Coefficient Estimates
US (N=4187)
Adjusted
Year [R.sup.2] Earnings Book Value
Pooled 0.61 0.52 * 0.34 *
83 0.50 0.47 * 0.31 *
84 0.66 0.64 * 0.22 *
85 0.55 0.41 * 0.41 *
86 0.60 0.44 * 0.42 *
87 0.64 0.51 * 0.34 *
88 0.67 0.68 * 0.17 *
89 0.63 0.53 * 0.35 *
90 0.70 0.62 * 0.31 *
91 0.62 0.53 * 0.37 *
Mean Analysis (a) 0.62 0.54 * 0.32 *
Std 0.09 0.08
t-statistics 17.36 11.71
UK (N=5136)
Adjusted
Year [R.sup.2] Earnings Book Value
Pooled 0.38 0.56 * 0.07 *
83 0.23 0.57 * -0.11
84 0.31 0.84 * -0.36 *
85 0.20 0.36 * 0.12
86 0.34 0.73 * -0.18 *
87 0.46 0.88 * -0.27 *
88 0.56 0.74 * 0.01
89 0.50 0.69 * 0.03
90 0.53 0.45 * 0.38 *
91 0.57 0.53 * 0.34 *
Mean Analysis (a) 0.41 0.64 * 0.00
Std 0.18 0.255495
t-statistics 10.93 -0.052186
Canada (N=2224)
Adjusted
Year [R.sup.2] Earnings Book Value
Pooled 0.57 0.24 * 0.56 *
83 0.44 0.34 * 0.40 *
84 0.50 0.54 * 0.24 *
85 0.35 0.22 0.41 *
86 0.48 0.39 * 0.34 *
87 0.62 0.30 * 0.52 *
88 0.64 0.27 * 0.57 *
89 0.70 0.10 0.76 *
90 0.71 0.19 * 0.72 *
91 0.73 0.11 * 0.80 *
Mean Analysis (a) 0.57 0.27 * 0.53 *
Std 0.14 0.20
t-statistics 5.86 7.99
Japan (N=3645)
Adjusted
Year [R.sup.2] Earnings Book Value
Pooled 0.61 0.25 * 0.56 *
83 0.53 0.14 0.61 *
84 0.52 0.29 * 0.47 *
85 0.41 0.00 0.64 *
86 0.44 0.04 0.63 *
87 0.64 0.31 * 0.54 *
88 0.82 0.41 * 0.52 *
89 0.76 0.47 * 0.43 *
90 0.78 0.57 * 0.34 *
91 0.75 -0.32 * 1.09 *
Mean Analysis (a) 0.63 0.21 0.59
Std 0.28 0.213372
t-statistics 2.30 8.232867
* Implies that the coefficient value is significant at the 1%
significant level.
(a) Mean Analysis of the coefficients value are applied to the
simple mean of the coefficient, the t-tests are applied using
nine years of coefficient values.
Panel B: Sum and Difference of the Coefficient Estimations
US (N=4187)
Difference Ratio
Year Sum (a) (b) (c)
Pooled 0.86 0.19 22%
83 0.78 0.16 20%
84 0.86 0.42 49%
85 0.82 -0.01 -1%
86 0.87 0.02 2%
87 0.86 0.17 20%
88 0.85 0.50 59%
89 0.88 0.18 21%
90 0.93 0.31 33%
91 0.90 0.15 17%
Yearly Averages (d) 0.86 0.21 25%
UK (N=5136)
Year Sum Difference Ratio
Pooled 0.64 0.49 78%
83 0.46 0.68 146%
84 0.48 1.21 252%
85 0.48 0.24 50%
86 0.55 0.92 165%
87 0.61 1.15 188%
88 0.75 0.73 97%
89 0.72 0.65 91%
90 0.83 0.08 9%
91 0.87 0.19 21%
Yearly Averages (d) 0.64 0.65 101%
Canada (N=2224)
Year Sum Difference Ratio
Pooled 0.80 -0.33 -41%
83 0.74 -0.06 -8%
84 0.77 0.30 39%
85 0.62 -0.19 -31%
86 0.73 0.05 7%
87 0.82 -0.22 -26%
88 0.84 -0.31 -36%
89 0.85 -0.66 -78%
90 0.91 -0.53 -58%
91 0.90 -0.69 -77%
Yearly Averages (d) 0.80 -0.26 -32%
Japan (N=3645)
Year Sum Difference Ratio
Pooled 0.82 -0.31 -38%
83 0.75 -0.47 -63%
84 0.76 -0.18 -23%
85 0.64 -0.64 -100%
86 0.67 -0.59 -87%
87 0.85 -0.23 -27%
88 0.93 -0.12 -12%
89 0.90 0.04 4%
90 0.91 0.23 25%
91 0.78 -1.41 -182%
Yearly Averages (d) 0.80 -0.37 -47%
(a) Sum is the sum of EVC and BVC for the yearly regressions.
(b) Difference is (EVC-BVC) for the yearly regressions.
(c) Ratio is computed by scaling the difference by the sum,
i.e. (EVC-BVC) / (EVC+BVC).
(d) Yearly averages are calculated based on the nine year
observations.
Table 4: Trend Analysis of the Explanatory Power of Earnings
and Book value Combined and the Sum, Difference, and the
Ratio of the Coefficient Estimations
Model: [y.sub.t] = a + b [year.sub.t] + [e.sub.t]
[R.sup.2] Adjusted Sum Adjusted
b [R.sup.2] b [R.sup.2]
U.S. 0.0138 0.285 0.013 0.645
(0.0800) * (3.941) *
U.K. 0.0473 0.791 0.056 0.938
(0.0008) * (11.073) *
CANADA 0.0441 0.763 0.027 0.598
(0.0013) * (3.588) *
JAPAN 0.0457 0.585 0.023 0.249
(0.0099) * (1.913) *
Difference Adjusted Ratio Adjusted
b [R.sup.2] b [R.sup.2]
U.S. 0.008 -0.123 0.007 -0.133
(0.351) -0.252
U.K. (0.079) 0.172 -0.203 0.39
(1.631) -(2.475) *
CANADA (0.105) 0.723 -0.117 0.646
(4.672) * -(3.951) *
JAPAN (0.012) -0.138 -0.008 -0.142
(0.176) -0.093
The trend analysis is performed by regressing the time on the
yearly sum (differences or ratio). There are nine observation
for each country.
* indicates that the coefficient is significant at 10%
significant level.
The number in the parentheses is the t-statistics.
[R.sup.2] is the adjusted [R.sup.2] of the earnings
and book value regress on price.
Sum is the sum of EVC and BVC for the yearly regressions.
Difference is (EVC-BVC) for the yearly regressions.
Ratio is computed by scaling the difference by the sum,
i.e. (EVC-BVC) / (EVC+BVC).
Table 5: Regression Results for the Prices Model with Size Control
Panel A: Adjusted [R.sup.2] and Coefficient Estimates
US (N=4187)
Year Adjusted Earnings Book Size
[R.sup.2] Value
Pooled 0.62 0.50 * 0.32 * 0.10 *
83 0.50 0.47 * 0.31 * 0.00
84 0.66 0.64 * 0.21 * 0.03
85 0.56 0.39 * 0.37 * 0.14
86 0.61 0.43 * 0.41 * 0.07 *
87 0.67 0.49 * 0.31 * 0.14 *
88 0.67 0.67 * 0.16 * 0.08
89 0.65 0.48 * 0.35 * 0.14
90 0.72 0.55 * 0.30 0.19 *
91 0.64 0.51 * 0.36 * 0.12 *
Mean 0.63 0.51 * 0.31 * 0.10 *
Analysis
UK (N-=5136)
Year Adjusted Earnings Book Size
[R.sup.2] Value
Pooled 0.41 0.53 * 0.08 * 0.17 *
83 0.29 0.53 * -0.11 0.25
84 0.35 0.77 * -0.33 0.22
85 0.22 0.33 0.13 * 0.15
86 0.37 0.71 * -0.17 0.16
87 0.47 0.85 * -0.25 0.11
88 0.57 0.71 * 0.02 * 0.11
89 0.52 0.64 * 0.05 0.15
90 0.56 0.43 * 0.37 * 0.16
91 0.59 0.50 * 0.34 * 0.16
Mean 0.44 0.61 * 0.00 0.16 *
Analysis
Canada (N=2224)
Year Adjusted Earnings Book Size
[R.sup.2] Value
0.61 0.23 * 0.53 * 0.22 *
83 0.51 0.32 * 0.38 * 0.27 *
84 0.55 0.49 * 0.24 * 0.22 *
85 0.45 0.18 0.40 * 0.32 *
86 0.55 0.37 * 0.31 0.27 *
87 0.67 0.29 * 0.47 * 0.23 *
88 0.67 0.26 * 0.54 * 0.19 *
89 0.72 0.10 0.72 * 0.16 *
90 0.73 0.18 * 0.69 0.17 *
91 0.74 0.11 0.78 * 0.09
Mean 0.62 0.26 * 0.50 * 0.21 *
Analysis
Japan (N-=3645)
Year Adjusted Earnings Book Size
[R.sup.2] Value
Pooled 0.61 0.24 * 0.56 * 0.04
83 0.53 0.12 0.61 * 0.05
84 0.52 0.30 0.47 * -0.03
85 0.41 -0.01 * 0.64 * 0.04
86 0.46 -0.02 * 0.64 * 0.15 *
87 0.66 0.29 0.54 * 0.13 *
88 0.82 0.40 0.52 * 0.04 *
89 0.76 0.47 0.43 * 0.06
90 0.78 0.57 * 0.34 * -0.01
91 0.75 -0.32 1.10 * -0.02
Mean 0.63 -0.20 0.59 * 0.05 *
Analysis
* Implies that the coefficient value is significant at the 1%
significant level.
(a) Mean Analysis of the coefficients value are applied to the
simple mean of the coefficient, the t-tests are applied using
nine years of coefficient values.
Panel B: Sum and Difference of the Coefficient Estimations
US (N=4187)
Difference
Year Sum (a) (b) Ratio (c)
Pooled 0.86 0.19 0.22
83 0.78 0.15 0.20
84 0.84 0.43 0.51
85 0.76 0.02 0.02
86 0.84 0.03 0.03
87 0.80 0.18 0.22
88 0.82 0.51 0.62
89 0.83 0.14 0.16
90 0.95 0.25 0.29
91 0.87 0.14 0.16
Yearly 0.86 0.21 0.25
Averages (d)
UK (N=5136)
Year Sum Difference Ratio
Pooled 0.61 0.45 0.74
83 0.42 0.64 1.54
84 0.44 1.10 2.49
85 0.46 0.20 0.44
86 0.54 0.88 1.63
87 0.60 1.10 1.85
88 0.73 0.69 0.94
89 0.70 0.59 0.85
90 0.80 0.06 0.07
91 0.84 0.16 0.19
Yearly 0.61 0.60 0.98
Averages (d)
Canada (N=2224)
Year Sum Difference Ratio
Pooled 0.76 -0.31 -0.41
83 0.71 -0.06 -0.09
84 0.73 0.24 0.33
85 0.58 -0.22 -0.37
86 0.68 0.07 0.10
87 0.77 -0.18 -0.24
88 0.80 -0.28 -0.35
89 0.82 -0.63 -0.77
90 0.87 -0.51 -0.59
91 0.88 -0.67 -0.76
Yearly 0.76 -0.25 -0.33
Averages
Japan (N=3645)
Year Sum Difference Ratio
Pooled 0.81 -0.31 -0.40
83 0.73 -0.47 -0.66
84 0.77 -0.18 -0.21
85 0.63 -0.64 -1.03
86 0.62 -0.59 -1.05
87 0.83 -0.23 -0.31
88 0.92 -0.12 -0.13
89 0.90 0.04 0.04
90 0.91 0.23 0.25
91 0.78 -1.41 -1.81
Yearly 0.79 -0.37 -0.49
Averages
(a) Sum is the sum of EVC and BVC for the yearly regressions.
(b) Difference is (EVC-BVC) for the yearly regressions.
(c) Ratio is computed by scaling the difference by the sum, i.e.
(EVC-BVC) / (EVC+BVC).
(d) Yearly averages are calculated based on the nine year
observations.
Table 6: Regression Results for the Prices Model
with Size Control, The Industry-Controlled Sample
US (N=1131)
Year Adjusted Earnings Book Size
[R.sup.2] Value
Pooled 0.63 0.50 * 0.34 * 0.14 *
83 0.49 0.40 * 0.37 * -0.04
84 0.67 0.52 * 0.26 * 0.02
85 0.63 0.51 * 0.36 * 0.16
86 0.68 0.38 * 0.37 * 0.31 *
87 0.68 0.53 * 0.36 * 0.14 *
88 0.67 0.55 * 0.35 * 0.13
89 0.43 0.25 * 0.62 * 0.05
90 0.83 0.83 * 0.14 0.17 *
91 0.66 0.47 * 0.27 * 0.44 *
Mean 0.64 0.49 * 0.34 * 0.15 *
Analysis
UK (N-=1131)
Year Adjusted Earnings Book Size
[R.sup.2] Value
Pooled 0.51 0.53 * 0.35 * 0.07 *
83 0.49 0.99 * -0.20 0.08
84 0.65 1.06 * 0.06 -0.03
85 0.32 0.18 0.62 * 0.04
86 0.60 1.20 * -0.11 0.05
87 0.54 0.76 * 0.13 0.06
88 0.62 0.64 * 0.28 * 0.09
89 0.53 0.70 * 0.10 0.12
90 0.60 0.70 * 0.62 * 0.10
91 0.46 0.39 * 0.39 * 0.15
Mean 0.54 0.70 * 0.21 0.07 *
Analysis
Canada (N=1131)
Year Adjusted Earnings Book Size
[R.sup.2] Value
0.62 0.20 * 0.51 * 0.25 *
83 0.53 0.31 * 0.36 * 0.26 *
84 0.43 0.39 * 0.27 * 0.30 *
85 0.38 0.03 0.44 * 0.25 *
86 0.53 0.32 * 0.27 0.32 *
87 0.75 0.37 * 0.44 * 0.16 *
88 0.68 0.24 * 0.56 * 0.33 *
89 0.77 0.10 0.67 * 0.25 *
90 0.81 0.14 * 0.68 0.26 *
91 0.76 0.09 0.74 * 0.12
Mean 0.63 0.22 * 0.49 * 0.25 *
Analysis
Japan (N-=1131)
Year Adjusted Earnings Book Size
[R.sup.2] Value
0.66 -0.11 * 0.87 * 0.09
83 0.59 -0.25 1.05 * 0.09
84 0.46 0.30 0.45 * 0.14
85 0.62 -0.43 * 0.99 * 0.01
86 0.58 -0.32 * 0.82 * 0.30 *
87 0.72 0.12 0.70 * 0.26 *
88 0.82 0.04 0.75 * 0.09 *
89 0.76 -0.16 0.98 * 0.05
90 0.70 0.47 * 0.44 * 0.04
91 0.62 -0.54 1.24 * -0.04
Mean 0.65 -0.08 0.82 * 0.10 *
Analysis
* Implies that the coefficient value is significant at the 1%
significant level.
(a) Mean Analysis of the coefficients value are applied to the
simple mean of the coefficient, the t-tests are applied using
nine years of coefficient values.