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ABSTRACT. This study examined the relationship
between the proportion of women serving on firms’
boards of directors and the extent to which these same
firms engaged in charitable giving activities. Using a
sample of 185
Fortune 500 firms for the 1991–1994
time period, the results provide strong support for the
notion that firms having a higher proportion of
women serving on their boards do engage in chari-
table giving to a greater extent than firms having a
lower proportion of women serving on their boards.
Further, the results suggest a link between the per-
centage of women on boards and firm philanthropy
in the areas of community service and the arts, but
found no link between women boardmembers and
firm giving to support education or public policy
issues. The implications of the findings and some areas
for future research are discussed.
KEY WORDS: boards of directors, corporate phil-
anthropy, female directors, firm reputation, inside
directors, outside directors
In recent years, the number of women serving
on corporate boards of directors has been steadily
increasing. Although still relatively small in
number, there is some anecdotal evidence that
the number of women serving on a firm’s board
does exert some influence on the level of a
firm’s involvement in activities related to corpo-
rate social responsibility (CSR) (Stanwick and
Stanwick, 1998; Wang and Coffey, 1992). One
component of CSR, the firm’s level of charitable
giving and how it is influenced by the number
of women serving on the firm’s board, has been
the subject of some limited research interest in
recent years (Ibrahim and Angelidis, 1994; Wang
and Coffey, 1992).
Background
Women are slowly gaining on men in their
practice of philanthropy, especially in the realm
of corporate philanthropy. As the percentage of
women serving on corporate boards steadily
increases, women will play a larger role in deter-
mining how firms allocate their budgets for char-
itable activities. Professional fundraisers and
development officers should be prepared to learn
more about those factors that motivate women
in their charitable giving. Being knowledgeable
of these factors will assist the professional
fundraiser in allocating his/her limited time and
resources, and should improve his/her chances of
reaching fundraising goals (Newman, 1996).
Recently, several characteristics about women
and their motivation to give to charity have been
identified primarily through interviews and ques-
tionnaires. Women report that they tend to favor
new projects over existing causes, they favor
funding specific projects rather than unrestricted
gifts, and they gravitate to scholarships and social
programs (Gutner, 2000). Further, women report
they are generally more responsive to giving
in a crisis situation than are men. Women tend
to view charitable giving as a means to help
others and the community at large, and as a way
Women on Corporate Boards
of Directors and their Influence
on Corporate Philanthropy Robert J. Williams
Journal of Business Ethics 42: 1–10, 2003.
© 2003 Kluwer Academic Publishers. Printed in the
Netherlands.
Robert J. Williams is an Associate Professor of Management
in the College of Business, University of North
Alabama. Dr. Williams’ publications have appeared
in Academy of Management Journal, Journal of
Business Strategies, Journal of Business Research,
Journal of Business Ethics, and Human Relations.
His research interests include top management teams,
corporate social responsibility, and business ethics.
to express gratitude and their moral beliefs
(Newman, 1996). It has also been observed that
women, more so than men, desire updates on
how their charitable dollars are being used, and
tend to view charity as a means to secure addi-
tional friendships and involvement in the com-
munity (Marx, 2000).
While evidence is growing that women are
motivated by different factors than men toward
charitable giving, do women, and more specifi-
cally women serving on boards of directors, con-
tribute significantly more or less to charitable
causes than their male counterparts? And which
charitable causes do women prefer to support?
The answer to these questions is vitally impor-
tant for the professional fundraiser, and serves as
the focus of the present study. Prior studies have
observed that women do have a greater orienta-
tion toward charitable giving than men, but there
is only anecdotal evidence that women actually
give more than men when given the opportunity
through their firms’ philanthropic programs.
In the few studies that have examined the
link between female directors and their firms’
involvement in charitable activities, the expla-
nations offered as to why female directors may
be more favorable toward charitable giving than
men have been somewhat ambiguous. Some
argue that women are simply more inclined
toward philanthropic causes than men, especially
educational and social projects, and may be less
sensitive to the economic needs of the firm
(Gutner, 2000; Ibrahim and Angelidis, 1994;
Marx, 2000; Stultz, 1979).
It has been argued that female directors
may be more inclined to promote their firms’
charitable giving programs due to the sense of
empowerment they receive through the act of
giving (Marx, 2000). Perhaps, women view phil-
anthropy as a source of power and a means by
which to make their presence known on the
board (Marx, 2000). This notion of empower-
ment, if valid, might stem from the types of
board committee assignments often given to
female boardmembers. For example, women
often receive assignments on “soft” committees,
such as their firms’ public affairs committees. In
contrast, men are generally favored on commit-
tees having a greater impact on firm governance,
such as the compensation, executive, or finance
committee (Bilimoria and Piderit, 1994; Shrader
et al., 1997). Perhaps, the power to give may be
a means by which women, at least in their own
minds, can partially overcome any perceived dis-
advantage in firm governance.
Female directors often have backgrounds in
such diverse fields as law, education, or nonprofit
activities, and therefore, may be more sensitive
to a firm’s CSR activities than male directors
(Harrigan, 1981; Kesner, 1988; Stultz, 1979).
Female directors having backgrounds in nonprofit
activities often have goals that run counter to
those of stockholders, and may place less
emphasis on firm performance than male direc-
tors (Wang and Coffey, 1992).
The few studies that have focused on board-
member gender and firm philanthropy have been
enlightening, but have also had certain limita-
tions. A study by Ibrahim and Angelidis (1994)
examined the orientations, or inclinations, of
corporate directors toward supporting CSR
programs, including charitable giving activities.
Their results supported the notion that female
directors have a greater orientation toward char-
itable giving then their male counterparts.
Nevertheless, a boardmember’s intentions and
his/her subsequent actions may be different. For
this reason, Ibrahim and Angelidis suggest the
need to examine if directors’ orientations do, in
fact, translate into subsequent corporate giving.
Another study by Wang and Coffey (1992)
found a positive link between women and
minority directors, and corporate philanthropy.
While highly insightful, Wang and Coffey
utilized a relatively small sample of 78 Fortune
500 firms. Further, their study failed to control
for such variables as firm performance and firm
reputation, two variables that should exert some
influence on corporate giving.
While recognizing the important contributions
of these prior studies, the present study attempts
to build upon and extend these studies by more
rigorously examining the link between female
directors and their firms’ involvement in philan-
thropic activities. The use of a much larger
sample size of firms and the inclusion of addi-
tional control variables should help remedy some
of the shortcomings of the prior cited studies,
2 Robert J. Williams
and should help clarify the nature and strength
of the relationship between boardmember gender
and charitable giving. Thus, the following
hypothesis is offered.
Hypothesis 1: The proportion of women
serving on a firm’s board of directors is pos-
itively related to the firm’s overall level of
charitable giving.
As stated previously, the giving patterns of
women are largely derived through interviews
and questionnaires. There is little evidence to
support the notion that women in leadership
roles in organizations actually spend the firm’s
money in a manner consistent with their
surveyed responses. The author is aware of no
large scale study that has examined how female
directors actually help prioritize their firms’
actual expenditures for charity.
Women do report their desires to help others
and the community through charitable programs.
Women generally express an interest in sup-
porting educational programs that, among other
things, enhance educational infrastructure and
technical support, and that provide scholarships
and endowment funds. Women also express an
interest in community service programs, such as
helping the disabled, the homeless, hospitals,
medical research, and specific organizations like
the United Way and YMCA that strive to
improve overall community welfare. Women also
report their desire to promote the arts and
various cultural activities, including the per-
forming arts, museums, zoos, and libraries. On
the other hand, women often fail to state very
strong interest for organizations and programs
involved in issues of public policy, such as groups
actively involved with environmental issues,
public interest law, public safety, and govern-
mental efficiency.
Given these basic propositions about patterns
of charitable giving among women, it seems rea-
sonable to assume that female boardmembers
should influence both the level of overall firm
philanthropy, as well as the areas in which char-
itable dollars are expended. In an exploratory
manner, and in an effort to gain some initial
insight, the present study examines how female
directors affect the direction of charitable
spending. Thus, the following hypotheses are
offered.
Hypothesis 2: The proportion of women
serving on a firm’s board of directors is
positively related to the firm’s level of
charitable giving to educational organiza-
tions and programs.
Hypothesis 3: The proportion of women
serving on a firm’s board of directors is
positively related to the firm’s level of
charitable giving to community service
organizations and programs.
Hypothesis 4: The proportion of women
serving on a firm’s board of directors is
positively related to the firm’s level of
charitable giving to the arts and cultural
programs.
Hypothesis 5: The firm’s level of charitable
giving to organizations that seek to influ-
ence public policy is not significantly
affected by the proportion of women
serving on a firm’s board of directors.
Research design
Sample
The initial sample included all firms that were
continuously listed on the Fortune 500 for the
years 1991 through 1994 (196 firms). Due to
mergers and acquisitions, and the natural replace-
ment of some firms by other firms over time, the
majority of firms listed in 1991 were no longer
listed in 1994. After further review, it was deter-
mined that insufficient data had been obtained
on 11 firms, and those firms were dropped from
the sample. The resulting sample consisted of 185
firms for which adequate information was avail-
able regarding the variables to be examined.
Measures
Dependent variables. A measure of each firm’s total
charitable contributions (GIVING) served as the
dependent variable used to test Hypothesis 1 in
the study. The amount of each firm’s giving was
Women on Boards and Firm Philanthropy 3
obtained from the Corporate 500 Directory of
Corporate Philanthropy and the National Directory
of Corporate Giving. In calculating GIVING, the
amount of each firm’s charitable contributions,
in both cash and gifts-in-kind (if any), for the
1991–1994 time period was determined. Since
larger firms are generally better able to support
higher levels of giving than smaller firms
(Stanwick and Stanwick, 1998), the value of each
firm’s contributions was divided by the firm’s
average revenues during the same time period in
order to control for the effects of firm size. Thus,
GIVING is a measure of charitable contributions
per dollar of sales, and as such, adjusts the depen-
dent variable for the effects of firm size.
Four additional dependent variables were
obtained in order to examine the recipients of
each firm’s charitable expenditures, and to test
Hypotheses 2–5. The variables EDUCATION,
COMMUNITY, ARTS, and PUBLIC POLICY
were derived in a manner similar to GIVING,
with firm spending in each area divided by the
firm’s revenues during the 1991–1994 time
period. Thus, each dependent variable was
adjusted for the effects of firm size. Data on these
four variables were obtained from the Corporate
500 Directory of Corporate Philanthropy.
Independent variable. The percentage of women
serving on their firms’ boards of directors
(WOMEN) during the 1991–1994 time period
served as the independent variable in the study.
Female directors were identified through Dun
& Bradstreet’s Reference Book of Corporate
Managements, and through each firm’s annual
reports for the selected years. The variable,
WOMEN, was calculated by dividing the
number of female directors on each firm’s board
by the firm’s total number of directors.
Control variables. There is evidence that a firm’s
financial performance strongly influences its
level of charitable giving (McGuire et al., 1988;
Ullmann, 1985). Obviously, firms with strong
earnings and profits are better able to support
philanthropic causes. In contrast, during finan-
cially lean years and during economic downturns
firms may be less able to engage in charitable
activities. Thus, the inclusion of firm perfor-
mance as a control variable seems appropriate.
Firm performance as measured as average return
on equity (ROE) during the 1991–1994 period
was included as a control variable.
There is some evidence that a firm’s propen-
sities toward charitable giving may be influenced
by its overall reputation. Obviously, firms should
value their reputations, and philanthropy would
appear to be a logical means by which a firm
could support and extend a favorable reputation.
Along these lines, Williams and Barrett (2000)
found a strong correlation between a firm’s
reputation and its philanthropic activities.
Further, they also found evidence that firms that
are caught and sanctioned for their involvement
in certain types of illegal activity can partially
restore their tarnished reputations through char-
itable activities. For firm executives who are
keenly aware of the potential link between firm
reputation and charitable giving, philanthropy
may assume a vitally important role in promoting
a firm’s success. Thus, in light of emerging
evidence that a favorable firm reputation might
encourage a firm to engage in charitable giving,
firm reputation (REPUTATION) was included
as a control variable in the analysis. A firm rep-
utation score was obtained for each firm by using
the 1995 Fortune Corporate Reputations Survey.
The 1995 reputation survey was selected since it
provides the firms’ reputation scores at the end
of the 1991–1994 time period.
Theory suggests that a boardmember’s per-
spective (insider versus outsider) should influence
how the boardmember views the firm’s charitable
giving activities. Inside directors work for the
firm as company officers, and are generally more
familiar with the firm’s day-to-day, operational
issues than are outside directors. In contrast,
outside directors are, by definition, outsiders, and
tend to be more independent and objective than
insiders. With respect to charitable giving, inside
directors might be more concerned about pre-
serving firm profits and might resist giving away
the firm’s earnings. On the other hand, outside
directors might be less concerned, since outside
directors have no direct claim on the residual
profits of the firm. Wang and Coffey (1992)
observed such a dichotomy between the views of
insiders and outsiders in their study. Therefore,
4 Robert J. Williams
the ratio of inside directors to outside directors
(IN/OUT RATIO) was included as a third
control variable in the present study. As with
female directors, both inside and outside direc-
tors were identified through Dun & Bradstreet’s
Reference Book of Corporate Managements, and
through each firm’s annual reports for the
selected years.
Analytical procedures
The hypotheses were tested using multiple
regression, with each of the five dependent vari-
ables individually regressed on the independent
variable and the three control variables in suc-
cessive runs. In the usual manner, the signs and
levels of significance of the variables were then
analyzed as to their relationships with the depen-
dent variables.
Results
The descriptive statistics are presented in Table
I. The results of the multiple regression analysis
are presented in Table II.
In Table I, several significant correlations were
observed. As expected, GIVING was positively
correlated with ROE (p < 0.001), with REPU-
TATION (p < 0.01), and with the independent
variable, WOMEN (p < 0.001). Since firm per-
formance is such a large component of a
firm’s reputation, a strong correlation between
ROE and REPUTATION (p < 0.01) was also
observed. This result caused some initial concern
that multicollinearity among the variables might
be present. The results of the collinearity diag-
nostics, however, indicated that the level of mul-
ticollinearity present did not pose a significant
problem in conducting the analysis.
Also observed were several strong correlations
among the dependent variables. This was
expected, since firms generally contribute funds
to organizations engaged in two, three, or all four
of the charitable categories defined in the present
study.
The average percentage of women serving on
the boards of the sample firms was 6%, with a
range of 0% to 26%. Surprisingly, 41 firms, rep-
resenting 22% of the sample firms had no women
serving on their boards of directors. The firms
donated, on average, $9.25 million annually in
support of various charitable causes. The range
in GIVING was from $65 000 (lowest) to $118
million (highest).
Table II presents the regression results. The
overall regression model for GIVING was statis-
tically significant (p < 0.0001), and the model R2
was 0.27. Given the positive and highly signifi-
Women on Boards and Firm Philanthropy 5
TABLE I
Descriptive statistics
Variables Means s.d.
00000000000000000000000000000Correlations
000 1 00 2 0003 004 0005 006 0 7 08 09
1. GIVING 0.0009 0.0012
2. EDUCATION 0.0003 0.0005 0.77
****
3. COMMUNITY 0.0003 0.0006 0.75**** –0.26**
4. ARTS 0.0001 0.0002 0.67**** –0.29*** 0.57****
5. PUBLIC POL. 0.0001 0.0001 0.40*** –0.44*** 0.03 0.17*
6. ROE 0.1489 0.0867 0.36*** –0.38*** 0.12 0.19* –0.29***
7. REPUTATION 6.4864 0.8458 0.27** –0.33*** 0.07 0.14 –
0.16+ –0.27**
8. IN/OUT RATIO 0.3667 0.2505 0.04 –0.01 0.04 0.04 –0.01 –
0.02 0.20*
9. WOMEN 0.0630 0.0543 0.30*** –0.13 0.32*** 0.25** –0.02
–0.12 0.02 –0.11
N = 185.
+ p < 0.10; * p < 0.05; ** p < 0.01; *** p < 0.001; **** p <
0.0001.
6 Robert J. Williams
TABLE II
Results of multiple regression analysis
Independent variables Dependent variables
GIVING (in total)
Parameter estimate* Beta T-statistic prob > T
INTERCEPT –0.001903 –0.000000 –1.694 0.0942
0(0.001123)
ROE –0.005006 –0.321351 –3.158 0.0022
–(0.001585)
REPUTATION –0.000227 –0.129900 –1.249 0.2152
–(0.000182)
IN/OUT RATIO –0.000194 –0.031575 –0.322 0.7486
–(0.000602)
WOMEN –0.008772 –0.317482 –3.269 0.0016
–(0.002683)
prob > F
Model F-Value 7.412 0.0001
R-square 0.270
Independent variables Dependent variables
EDUCATION
Parameter estimate* Beta T-statistic prob > T
INTERCEPT –0.001195 –0.000000 –2.279 0.0254
–(0.000524)
ROE –0.002190 –0.316049 –2.966 0.0040
–(0.000738)
REPUTATION –0.000184 –0.235485 –2.166 0.0334
––0.000085)
IN/OUT RATIO –0.000100 –0.036552 –0.357 0.7219
–(0.000279)
WOMEN –0.001272 –0.103309 –1.020 0.3107
–(0.001246)
prob > F
Model F-Value 5.723 0.0004
R-square 0.230
N = 185.
* Standard errors in parentheses.
Women on Boards and Firm Philanthropy 7
TABLE II
Continued
Independent variables Dependent variables
COMMUNITY SERVICES
Parameter estimate* Beta T-statistic prob > T
INTERCEPT –0.000529 –0.000000 –0.721 0.4731
–(0.000733)
ROE –0.002007 –0.210897 –1.944 0.0556
–(0.001033)
REPUTATION –0.000021 –0.019417 –0.176 0.8610
–(0.000119)
IN/OUT RATIO –0.000293 –0.078327 –0.754 0.4529
–(0.000388)
WOMEN –0.006628 –0.392105 –3.815 0.0003
–(0.001737)
prob > F
Model F-Value 5.219 0.0009
R-square 0.210
Independent variables Dependent variables
ARTS
Parameter estimate* Beta T-statistic prob > T
INTERCEPT –0.000012 –0.000000 –0.069 0.9453
–(0.000180)
ROE –0.000444 –0.197936 –1.752 0.0837
–(0.001033)
REPUTATION –0.000004 –0.017848 –0.155 0.8773
–(0.000119)
IN/OUT RATIO –0.000039 –0.044465 –0.410 0.6829
–(0.000388)
WOMEN –0.001191 –0.298627 –2.783 0.0068
–(0.001737)
prob > F
Model F-Value 2.949 0.0252
R-square 0.130
N = 185.
* Standard errors in parentheses.
cant parameter estimate for WOMEN (p < 0.01),
the results provide strong support for Hypothesis
1, that women on corporate boards are strongly
linked to firm philanthropy in total.
The regression model for EDUCATION was
significant (p < 0.001), however, the parameter
estimate for WOMEN was not significant. The
results failed to support Hypothesis 2, as no
support was found for a link between female
boardmembers and charitable giving by the firm
to educational organizations and programs. This
finding is surprising, as women often report a
strong desire to support educational programs.
This suggests that education is an area where the
orientations of women toward supporting these
types of programs and their ultimate actions may
not coincide.
Hypotheses 3, 4, and 5 were each supported
by the results. The results support positive links
between women and firm charity to community
services (p < 0.001), as well as firm charity to
the arts (p < 0.01). Hypothesis 5 was also sup-
ported, as the results failed to find a significant
link between women and firm contributions to
organizations involved in public policy issues.
Apparently, female directors possess no greater
commitment toward issues of public policy than
their male counterparts.
Discussion
Given the results, the initial impression is that
female directors may be more inclined to use the
firm’s profits to help others, and are less con-
cerned about the economic needs of the firm
than their male colleagues. In reality, this per-
ception may not be accurate. While the actual
outlays for charitable giving are clearly evident,
any benefits derived from a firm’s charitable
activities usually accrue later, may be difficult to
measure, and are often overlooked. Although
speculative, the act of giving might enhance a
firm’s relationships with other firms and organi-
8 Robert J. Williams
TABLE II
Continued
Independent variables Dependent variables
PUBLIC POLICY
Parameter estimate* Beta T-statistic prob > T
INTERCEPT –0.000065 –0.000000 –0.730 0.4675
–(0.000090)
ROE –0.000324 –0.293488 –2.565 0.0123
–(0.000126)
REPUTATION –0.000009 –0.073590 –0.630 0.5303
–(0.000014)
IN/OUT RATIO –0.000026 –0.061089 –0.556 0.5798
–(0.000047)
WOMEN –0.000130 –0.066440 –0.611 0.5429
–(0.000213)
prob > F
Model F-Value 2.374 0.0593
R-square 0.110
N = 185.
* Standard errors in parentheses.
zations, and therefore, may positively impact the
firm’s future earnings to some extent.
Charitable giving has been shown to improve
the morale of a firm’s employees, and may
significantly improve a firm’s reputation. As
Williams and Barrett (2000) point out, a major
benefit from charitable giving may be to bolster
the reputations of firms who have engaged in and
have been sanctioned for their involvement in
certain illegal acts. Considering these broader
notions of what actions are in the firm’s best
interests, and in this era of “strategic philan-
thropy”, the fact that female directors may have
a higher propensity toward giving should not be
viewed as neglecting the economic needs of the
firm.
The lack of evidence to support a link
between female directors and firm expenditures
for educational programs was surprising, espe-
cially since women generally cite the need to
support education. Educational institutions at
various levels may receive funding through local,
state, and/or federal sources. Many institutions,
such as private colleges and universities, conduct
active fundraising and capital campaigns, and may
amass substantial endowments. In contrast, com-
munity service and cultural organizations often
lack significant and consistent governmental
support or endowment revenue.
Many argue that firms should help support
education as part of their charitable programs.
Such spending should serve to enhance the
knowledge base and human capital of the firms’
future pool of employees. Nevertheless, female
boardmembers and possibly their male counter-
parts as well, might not view education as an area
with pressing financial needs, given the various
sources of funding that are available to educa-
tional institutions.
Those organizations relying upon charitable
contributions as a significant source of their
revenues should strongly consider the implica-
tions of this study. When seeking corporate
funding, additional efforts should be made to
identify the gender composition of the target
firm’s board. More extensive lobbying efforts
might be directed toward those contributing
firms having a higher proportion of women on
their boards, especially by those organizations
engaged in community service and cultural
activities.
The underlying motives as to why women may
be more charitable than men remain unclear.
Perhaps, the notion of giving as a source of
female empowerment has some merit. If valid,
the committee assignments received by female
directors may significantly impact trends in cor-
porate giving in the future. While speculative,
as more women serve on committees having
more direct impact on firm governance, the need
by women to use philanthropy as a vehicle for
empowerment might subside. Such issues,
however, might make an excellent avenue for
further research.
Within individual firms, future research might
address the number of female directors needed to
affect their firms’ giving policies. As Rosener
(1995) points out, one woman on the board is
often dismissed as a token, two women on the
board might not be enough to significantly affect
firm policy, but three or more women might
create a block, or “critical mass”, having major
policy implications. Further examination of
when such critical mass is reached within firms
would be insightful. Does the addition of female
directors beyond this critical mass affect firm
philanthropy or other policies to a greater extent?
Such questions were beyond the scope of the
present study.
As the number of women serving on boards
rises in the future, a better understanding of the
dynamics of gender on corporate philanthropy
and other firm policies seems warranted. While
this study serves to extend prior research, the
findings offer a partial glimpse into the role that
gender plays in influencing corporate giving
patterns. Further research in this area is strongly
encouraged.
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Social Performance, Social Disclosure, and
Economic Performance’, Academy of Management
Review 10, 540–577.
Wang, J. and B. S. Coffey: 1992, ‘Board Composition
and Corporate Philanthropy’, Journal of Business
Ethics 11, 771–778.
Williams, R. J. and J. D. Barrett: 2000, ‘Corporate
Philanthropy, Criminal Activity, and Firm
Reputation: Is There a Link?’, Journal of Business
Ethics 26, 341–350.
College of Business,
University of North Alabama,
Florence, Alabama 35632,
U.S.A.
E-mail: [email protected]
10 Robert J. Williams
PADM 7213
Take-home Mid-Term
Due 10/24/2022 by 5:30 PM
A) Your supervisor at the university wants to know what
variables predict MPA student success. You read the following
article:
Ragothaman, S., Carpenter, J., & Davies, T. (2009). An
empirical investigation of MPA student performance and
admissions criteria.
College Student Journal,
43(3), 879-886.
1) How do the authors measure the dependent variable, student
success?
2) What are the effect sizes of EACH of the correlations with
GPA as shown in the correlations in Table 2? What is the
largest effect size? Explain.
3) What variables are statistically significant predictors of GPA
in Model 1, Table 3? Why?
4) Model 2 in Table 3 adds some variables to the model- are
either of these statistically significant? Why?
5) Please write a 1-2 paragraph summary, in non-technical
language, that explains to your boss which variables matter for
graduate GPA. Please also discuss which variables
do not seem to matter.
Note that this article does not report betas so it is
impossible to determine which variable is the most important.
B) You are the director of development for a large nonprofit
that runs a variety of different programs. You have heard that
targeting companies with more women on the board may lead to
grant success. You find the following article
Williams, R. J. (2003). Women on corporate boards of directors
and their influence on corporate philanthropy.
Journal of Business Ethics,
42(1), 1-10.
**
Note that this article DOES report betas so you CAN
determine which variable is the most important.
1) How does the author measure female participation on
corporate boards? (The “women” variable?)
2) Look at the first regression in Table II (GIVING in total):
a) Which variables in the model are statistically significant?
Why?
b) Which variable is most important? Why? Is “Women” still
relatively important? Why?
3) Now look at the rest of the models in Table II. Each of these
uses corporate giving for specific areas of need as the
dependent variable: Education, Community Services, Arts, and
Public Policy.
a) Please fill in the table below:
Dependent Variable
Beta for “Women”
“Women” statistically significant?
All giving (Example)
0.317
Yes, p = .0016
Education
Community Services
Arts
Public Policy
b) Based on the results above, what types of grants get funded
more with women on the board?
c) Please write a non-technical 1-2 paragraph summary detailing
a grant strategy based on these results. Which types of grants
are predicted by women being on the board? Which are not?
What is your recommendation for the types of grants to pursue?
2
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ABSTRACT. This study examined the relationshipbetween the .docx

  • 1. ABSTRACT. This study examined the relationship between the proportion of women serving on firms’ boards of directors and the extent to which these same firms engaged in charitable giving activities. Using a sample of 185 Fortune 500 firms for the 1991–1994 time period, the results provide strong support for the notion that firms having a higher proportion of women serving on their boards do engage in chari- table giving to a greater extent than firms having a lower proportion of women serving on their boards. Further, the results suggest a link between the per- centage of women on boards and firm philanthropy in the areas of community service and the arts, but found no link between women boardmembers and firm giving to support education or public policy issues. The implications of the findings and some areas for future research are discussed. KEY WORDS: boards of directors, corporate phil- anthropy, female directors, firm reputation, inside directors, outside directors In recent years, the number of women serving on corporate boards of directors has been steadily increasing. Although still relatively small in number, there is some anecdotal evidence that the number of women serving on a firm’s board does exert some influence on the level of a
  • 2. firm’s involvement in activities related to corpo- rate social responsibility (CSR) (Stanwick and Stanwick, 1998; Wang and Coffey, 1992). One component of CSR, the firm’s level of charitable giving and how it is influenced by the number of women serving on the firm’s board, has been the subject of some limited research interest in recent years (Ibrahim and Angelidis, 1994; Wang and Coffey, 1992). Background Women are slowly gaining on men in their practice of philanthropy, especially in the realm of corporate philanthropy. As the percentage of women serving on corporate boards steadily increases, women will play a larger role in deter- mining how firms allocate their budgets for char- itable activities. Professional fundraisers and development officers should be prepared to learn more about those factors that motivate women in their charitable giving. Being knowledgeable of these factors will assist the professional fundraiser in allocating his/her limited time and resources, and should improve his/her chances of reaching fundraising goals (Newman, 1996). Recently, several characteristics about women and their motivation to give to charity have been identified primarily through interviews and ques- tionnaires. Women report that they tend to favor new projects over existing causes, they favor funding specific projects rather than unrestricted gifts, and they gravitate to scholarships and social
  • 3. programs (Gutner, 2000). Further, women report they are generally more responsive to giving in a crisis situation than are men. Women tend to view charitable giving as a means to help others and the community at large, and as a way Women on Corporate Boards of Directors and their Influence on Corporate Philanthropy Robert J. Williams Journal of Business Ethics 42: 1–10, 2003. © 2003 Kluwer Academic Publishers. Printed in the Netherlands. Robert J. Williams is an Associate Professor of Management in the College of Business, University of North Alabama. Dr. Williams’ publications have appeared in Academy of Management Journal, Journal of Business Strategies, Journal of Business Research, Journal of Business Ethics, and Human Relations. His research interests include top management teams, corporate social responsibility, and business ethics. to express gratitude and their moral beliefs (Newman, 1996). It has also been observed that women, more so than men, desire updates on how their charitable dollars are being used, and tend to view charity as a means to secure addi- tional friendships and involvement in the com- munity (Marx, 2000). While evidence is growing that women are motivated by different factors than men toward charitable giving, do women, and more specifi-
  • 4. cally women serving on boards of directors, con- tribute significantly more or less to charitable causes than their male counterparts? And which charitable causes do women prefer to support? The answer to these questions is vitally impor- tant for the professional fundraiser, and serves as the focus of the present study. Prior studies have observed that women do have a greater orienta- tion toward charitable giving than men, but there is only anecdotal evidence that women actually give more than men when given the opportunity through their firms’ philanthropic programs. In the few studies that have examined the link between female directors and their firms’ involvement in charitable activities, the expla- nations offered as to why female directors may be more favorable toward charitable giving than men have been somewhat ambiguous. Some argue that women are simply more inclined toward philanthropic causes than men, especially educational and social projects, and may be less sensitive to the economic needs of the firm (Gutner, 2000; Ibrahim and Angelidis, 1994; Marx, 2000; Stultz, 1979). It has been argued that female directors may be more inclined to promote their firms’ charitable giving programs due to the sense of empowerment they receive through the act of giving (Marx, 2000). Perhaps, women view phil- anthropy as a source of power and a means by which to make their presence known on the board (Marx, 2000). This notion of empower- ment, if valid, might stem from the types of board committee assignments often given to
  • 5. female boardmembers. For example, women often receive assignments on “soft” committees, such as their firms’ public affairs committees. In contrast, men are generally favored on commit- tees having a greater impact on firm governance, such as the compensation, executive, or finance committee (Bilimoria and Piderit, 1994; Shrader et al., 1997). Perhaps, the power to give may be a means by which women, at least in their own minds, can partially overcome any perceived dis- advantage in firm governance. Female directors often have backgrounds in such diverse fields as law, education, or nonprofit activities, and therefore, may be more sensitive to a firm’s CSR activities than male directors (Harrigan, 1981; Kesner, 1988; Stultz, 1979). Female directors having backgrounds in nonprofit activities often have goals that run counter to those of stockholders, and may place less emphasis on firm performance than male direc- tors (Wang and Coffey, 1992). The few studies that have focused on board- member gender and firm philanthropy have been enlightening, but have also had certain limita- tions. A study by Ibrahim and Angelidis (1994) examined the orientations, or inclinations, of corporate directors toward supporting CSR programs, including charitable giving activities. Their results supported the notion that female directors have a greater orientation toward char- itable giving then their male counterparts. Nevertheless, a boardmember’s intentions and his/her subsequent actions may be different. For
  • 6. this reason, Ibrahim and Angelidis suggest the need to examine if directors’ orientations do, in fact, translate into subsequent corporate giving. Another study by Wang and Coffey (1992) found a positive link between women and minority directors, and corporate philanthropy. While highly insightful, Wang and Coffey utilized a relatively small sample of 78 Fortune 500 firms. Further, their study failed to control for such variables as firm performance and firm reputation, two variables that should exert some influence on corporate giving. While recognizing the important contributions of these prior studies, the present study attempts to build upon and extend these studies by more rigorously examining the link between female directors and their firms’ involvement in philan- thropic activities. The use of a much larger sample size of firms and the inclusion of addi- tional control variables should help remedy some of the shortcomings of the prior cited studies, 2 Robert J. Williams and should help clarify the nature and strength of the relationship between boardmember gender and charitable giving. Thus, the following hypothesis is offered. Hypothesis 1: The proportion of women serving on a firm’s board of directors is pos- itively related to the firm’s overall level of
  • 7. charitable giving. As stated previously, the giving patterns of women are largely derived through interviews and questionnaires. There is little evidence to support the notion that women in leadership roles in organizations actually spend the firm’s money in a manner consistent with their surveyed responses. The author is aware of no large scale study that has examined how female directors actually help prioritize their firms’ actual expenditures for charity. Women do report their desires to help others and the community through charitable programs. Women generally express an interest in sup- porting educational programs that, among other things, enhance educational infrastructure and technical support, and that provide scholarships and endowment funds. Women also express an interest in community service programs, such as helping the disabled, the homeless, hospitals, medical research, and specific organizations like the United Way and YMCA that strive to improve overall community welfare. Women also report their desire to promote the arts and various cultural activities, including the per- forming arts, museums, zoos, and libraries. On the other hand, women often fail to state very strong interest for organizations and programs involved in issues of public policy, such as groups actively involved with environmental issues, public interest law, public safety, and govern- mental efficiency. Given these basic propositions about patterns
  • 8. of charitable giving among women, it seems rea- sonable to assume that female boardmembers should influence both the level of overall firm philanthropy, as well as the areas in which char- itable dollars are expended. In an exploratory manner, and in an effort to gain some initial insight, the present study examines how female directors affect the direction of charitable spending. Thus, the following hypotheses are offered. Hypothesis 2: The proportion of women serving on a firm’s board of directors is positively related to the firm’s level of charitable giving to educational organiza- tions and programs. Hypothesis 3: The proportion of women serving on a firm’s board of directors is positively related to the firm’s level of charitable giving to community service organizations and programs. Hypothesis 4: The proportion of women serving on a firm’s board of directors is positively related to the firm’s level of charitable giving to the arts and cultural programs. Hypothesis 5: The firm’s level of charitable giving to organizations that seek to influ- ence public policy is not significantly affected by the proportion of women serving on a firm’s board of directors.
  • 9. Research design Sample The initial sample included all firms that were continuously listed on the Fortune 500 for the years 1991 through 1994 (196 firms). Due to mergers and acquisitions, and the natural replace- ment of some firms by other firms over time, the majority of firms listed in 1991 were no longer listed in 1994. After further review, it was deter- mined that insufficient data had been obtained on 11 firms, and those firms were dropped from the sample. The resulting sample consisted of 185 firms for which adequate information was avail- able regarding the variables to be examined. Measures Dependent variables. A measure of each firm’s total charitable contributions (GIVING) served as the dependent variable used to test Hypothesis 1 in the study. The amount of each firm’s giving was Women on Boards and Firm Philanthropy 3 obtained from the Corporate 500 Directory of Corporate Philanthropy and the National Directory of Corporate Giving. In calculating GIVING, the amount of each firm’s charitable contributions, in both cash and gifts-in-kind (if any), for the 1991–1994 time period was determined. Since larger firms are generally better able to support higher levels of giving than smaller firms
  • 10. (Stanwick and Stanwick, 1998), the value of each firm’s contributions was divided by the firm’s average revenues during the same time period in order to control for the effects of firm size. Thus, GIVING is a measure of charitable contributions per dollar of sales, and as such, adjusts the depen- dent variable for the effects of firm size. Four additional dependent variables were obtained in order to examine the recipients of each firm’s charitable expenditures, and to test Hypotheses 2–5. The variables EDUCATION, COMMUNITY, ARTS, and PUBLIC POLICY were derived in a manner similar to GIVING, with firm spending in each area divided by the firm’s revenues during the 1991–1994 time period. Thus, each dependent variable was adjusted for the effects of firm size. Data on these four variables were obtained from the Corporate 500 Directory of Corporate Philanthropy. Independent variable. The percentage of women serving on their firms’ boards of directors (WOMEN) during the 1991–1994 time period served as the independent variable in the study. Female directors were identified through Dun & Bradstreet’s Reference Book of Corporate Managements, and through each firm’s annual reports for the selected years. The variable, WOMEN, was calculated by dividing the number of female directors on each firm’s board by the firm’s total number of directors. Control variables. There is evidence that a firm’s financial performance strongly influences its level of charitable giving (McGuire et al., 1988;
  • 11. Ullmann, 1985). Obviously, firms with strong earnings and profits are better able to support philanthropic causes. In contrast, during finan- cially lean years and during economic downturns firms may be less able to engage in charitable activities. Thus, the inclusion of firm perfor- mance as a control variable seems appropriate. Firm performance as measured as average return on equity (ROE) during the 1991–1994 period was included as a control variable. There is some evidence that a firm’s propen- sities toward charitable giving may be influenced by its overall reputation. Obviously, firms should value their reputations, and philanthropy would appear to be a logical means by which a firm could support and extend a favorable reputation. Along these lines, Williams and Barrett (2000) found a strong correlation between a firm’s reputation and its philanthropic activities. Further, they also found evidence that firms that are caught and sanctioned for their involvement in certain types of illegal activity can partially restore their tarnished reputations through char- itable activities. For firm executives who are keenly aware of the potential link between firm reputation and charitable giving, philanthropy may assume a vitally important role in promoting a firm’s success. Thus, in light of emerging evidence that a favorable firm reputation might encourage a firm to engage in charitable giving, firm reputation (REPUTATION) was included as a control variable in the analysis. A firm rep- utation score was obtained for each firm by using the 1995 Fortune Corporate Reputations Survey.
  • 12. The 1995 reputation survey was selected since it provides the firms’ reputation scores at the end of the 1991–1994 time period. Theory suggests that a boardmember’s per- spective (insider versus outsider) should influence how the boardmember views the firm’s charitable giving activities. Inside directors work for the firm as company officers, and are generally more familiar with the firm’s day-to-day, operational issues than are outside directors. In contrast, outside directors are, by definition, outsiders, and tend to be more independent and objective than insiders. With respect to charitable giving, inside directors might be more concerned about pre- serving firm profits and might resist giving away the firm’s earnings. On the other hand, outside directors might be less concerned, since outside directors have no direct claim on the residual profits of the firm. Wang and Coffey (1992) observed such a dichotomy between the views of insiders and outsiders in their study. Therefore, 4 Robert J. Williams the ratio of inside directors to outside directors (IN/OUT RATIO) was included as a third control variable in the present study. As with female directors, both inside and outside direc- tors were identified through Dun & Bradstreet’s Reference Book of Corporate Managements, and through each firm’s annual reports for the selected years.
  • 13. Analytical procedures The hypotheses were tested using multiple regression, with each of the five dependent vari- ables individually regressed on the independent variable and the three control variables in suc- cessive runs. In the usual manner, the signs and levels of significance of the variables were then analyzed as to their relationships with the depen- dent variables. Results The descriptive statistics are presented in Table I. The results of the multiple regression analysis are presented in Table II. In Table I, several significant correlations were observed. As expected, GIVING was positively correlated with ROE (p < 0.001), with REPU- TATION (p < 0.01), and with the independent variable, WOMEN (p < 0.001). Since firm per- formance is such a large component of a firm’s reputation, a strong correlation between ROE and REPUTATION (p < 0.01) was also observed. This result caused some initial concern that multicollinearity among the variables might be present. The results of the collinearity diag- nostics, however, indicated that the level of mul- ticollinearity present did not pose a significant problem in conducting the analysis. Also observed were several strong correlations among the dependent variables. This was expected, since firms generally contribute funds
  • 14. to organizations engaged in two, three, or all four of the charitable categories defined in the present study. The average percentage of women serving on the boards of the sample firms was 6%, with a range of 0% to 26%. Surprisingly, 41 firms, rep- resenting 22% of the sample firms had no women serving on their boards of directors. The firms donated, on average, $9.25 million annually in support of various charitable causes. The range in GIVING was from $65 000 (lowest) to $118 million (highest). Table II presents the regression results. The overall regression model for GIVING was statis- tically significant (p < 0.0001), and the model R2 was 0.27. Given the positive and highly signifi- Women on Boards and Firm Philanthropy 5 TABLE I Descriptive statistics Variables Means s.d. 00000000000000000000000000000Correlations 000 1 00 2 0003 004 0005 006 0 7 08 09 1. GIVING 0.0009 0.0012 2. EDUCATION 0.0003 0.0005 0.77 **** 3. COMMUNITY 0.0003 0.0006 0.75**** –0.26**
  • 15. 4. ARTS 0.0001 0.0002 0.67**** –0.29*** 0.57**** 5. PUBLIC POL. 0.0001 0.0001 0.40*** –0.44*** 0.03 0.17* 6. ROE 0.1489 0.0867 0.36*** –0.38*** 0.12 0.19* –0.29*** 7. REPUTATION 6.4864 0.8458 0.27** –0.33*** 0.07 0.14 – 0.16+ –0.27** 8. IN/OUT RATIO 0.3667 0.2505 0.04 –0.01 0.04 0.04 –0.01 – 0.02 0.20* 9. WOMEN 0.0630 0.0543 0.30*** –0.13 0.32*** 0.25** –0.02 –0.12 0.02 –0.11 N = 185. + p < 0.10; * p < 0.05; ** p < 0.01; *** p < 0.001; **** p < 0.0001. 6 Robert J. Williams TABLE II Results of multiple regression analysis Independent variables Dependent variables GIVING (in total) Parameter estimate* Beta T-statistic prob > T INTERCEPT –0.001903 –0.000000 –1.694 0.0942 0(0.001123) ROE –0.005006 –0.321351 –3.158 0.0022 –(0.001585) REPUTATION –0.000227 –0.129900 –1.249 0.2152 –(0.000182)
  • 16. IN/OUT RATIO –0.000194 –0.031575 –0.322 0.7486 –(0.000602) WOMEN –0.008772 –0.317482 –3.269 0.0016 –(0.002683) prob > F Model F-Value 7.412 0.0001 R-square 0.270 Independent variables Dependent variables EDUCATION Parameter estimate* Beta T-statistic prob > T INTERCEPT –0.001195 –0.000000 –2.279 0.0254 –(0.000524) ROE –0.002190 –0.316049 –2.966 0.0040 –(0.000738) REPUTATION –0.000184 –0.235485 –2.166 0.0334 ––0.000085) IN/OUT RATIO –0.000100 –0.036552 –0.357 0.7219 –(0.000279) WOMEN –0.001272 –0.103309 –1.020 0.3107 –(0.001246) prob > F Model F-Value 5.723 0.0004 R-square 0.230
  • 17. N = 185. * Standard errors in parentheses. Women on Boards and Firm Philanthropy 7 TABLE II Continued Independent variables Dependent variables COMMUNITY SERVICES Parameter estimate* Beta T-statistic prob > T INTERCEPT –0.000529 –0.000000 –0.721 0.4731 –(0.000733) ROE –0.002007 –0.210897 –1.944 0.0556 –(0.001033) REPUTATION –0.000021 –0.019417 –0.176 0.8610 –(0.000119) IN/OUT RATIO –0.000293 –0.078327 –0.754 0.4529 –(0.000388) WOMEN –0.006628 –0.392105 –3.815 0.0003 –(0.001737) prob > F Model F-Value 5.219 0.0009 R-square 0.210
  • 18. Independent variables Dependent variables ARTS Parameter estimate* Beta T-statistic prob > T INTERCEPT –0.000012 –0.000000 –0.069 0.9453 –(0.000180) ROE –0.000444 –0.197936 –1.752 0.0837 –(0.001033) REPUTATION –0.000004 –0.017848 –0.155 0.8773 –(0.000119) IN/OUT RATIO –0.000039 –0.044465 –0.410 0.6829 –(0.000388) WOMEN –0.001191 –0.298627 –2.783 0.0068 –(0.001737) prob > F Model F-Value 2.949 0.0252 R-square 0.130 N = 185. * Standard errors in parentheses. cant parameter estimate for WOMEN (p < 0.01), the results provide strong support for Hypothesis 1, that women on corporate boards are strongly linked to firm philanthropy in total.
  • 19. The regression model for EDUCATION was significant (p < 0.001), however, the parameter estimate for WOMEN was not significant. The results failed to support Hypothesis 2, as no support was found for a link between female boardmembers and charitable giving by the firm to educational organizations and programs. This finding is surprising, as women often report a strong desire to support educational programs. This suggests that education is an area where the orientations of women toward supporting these types of programs and their ultimate actions may not coincide. Hypotheses 3, 4, and 5 were each supported by the results. The results support positive links between women and firm charity to community services (p < 0.001), as well as firm charity to the arts (p < 0.01). Hypothesis 5 was also sup- ported, as the results failed to find a significant link between women and firm contributions to organizations involved in public policy issues. Apparently, female directors possess no greater commitment toward issues of public policy than their male counterparts. Discussion Given the results, the initial impression is that female directors may be more inclined to use the firm’s profits to help others, and are less con- cerned about the economic needs of the firm than their male colleagues. In reality, this per- ception may not be accurate. While the actual
  • 20. outlays for charitable giving are clearly evident, any benefits derived from a firm’s charitable activities usually accrue later, may be difficult to measure, and are often overlooked. Although speculative, the act of giving might enhance a firm’s relationships with other firms and organi- 8 Robert J. Williams TABLE II Continued Independent variables Dependent variables PUBLIC POLICY Parameter estimate* Beta T-statistic prob > T INTERCEPT –0.000065 –0.000000 –0.730 0.4675 –(0.000090) ROE –0.000324 –0.293488 –2.565 0.0123 –(0.000126) REPUTATION –0.000009 –0.073590 –0.630 0.5303 –(0.000014) IN/OUT RATIO –0.000026 –0.061089 –0.556 0.5798 –(0.000047) WOMEN –0.000130 –0.066440 –0.611 0.5429 –(0.000213) prob > F Model F-Value 2.374 0.0593
  • 21. R-square 0.110 N = 185. * Standard errors in parentheses. zations, and therefore, may positively impact the firm’s future earnings to some extent. Charitable giving has been shown to improve the morale of a firm’s employees, and may significantly improve a firm’s reputation. As Williams and Barrett (2000) point out, a major benefit from charitable giving may be to bolster the reputations of firms who have engaged in and have been sanctioned for their involvement in certain illegal acts. Considering these broader notions of what actions are in the firm’s best interests, and in this era of “strategic philan- thropy”, the fact that female directors may have a higher propensity toward giving should not be viewed as neglecting the economic needs of the firm. The lack of evidence to support a link between female directors and firm expenditures for educational programs was surprising, espe- cially since women generally cite the need to support education. Educational institutions at various levels may receive funding through local, state, and/or federal sources. Many institutions, such as private colleges and universities, conduct active fundraising and capital campaigns, and may amass substantial endowments. In contrast, com- munity service and cultural organizations often
  • 22. lack significant and consistent governmental support or endowment revenue. Many argue that firms should help support education as part of their charitable programs. Such spending should serve to enhance the knowledge base and human capital of the firms’ future pool of employees. Nevertheless, female boardmembers and possibly their male counter- parts as well, might not view education as an area with pressing financial needs, given the various sources of funding that are available to educa- tional institutions. Those organizations relying upon charitable contributions as a significant source of their revenues should strongly consider the implica- tions of this study. When seeking corporate funding, additional efforts should be made to identify the gender composition of the target firm’s board. More extensive lobbying efforts might be directed toward those contributing firms having a higher proportion of women on their boards, especially by those organizations engaged in community service and cultural activities. The underlying motives as to why women may be more charitable than men remain unclear. Perhaps, the notion of giving as a source of female empowerment has some merit. If valid, the committee assignments received by female directors may significantly impact trends in cor- porate giving in the future. While speculative, as more women serve on committees having
  • 23. more direct impact on firm governance, the need by women to use philanthropy as a vehicle for empowerment might subside. Such issues, however, might make an excellent avenue for further research. Within individual firms, future research might address the number of female directors needed to affect their firms’ giving policies. As Rosener (1995) points out, one woman on the board is often dismissed as a token, two women on the board might not be enough to significantly affect firm policy, but three or more women might create a block, or “critical mass”, having major policy implications. Further examination of when such critical mass is reached within firms would be insightful. Does the addition of female directors beyond this critical mass affect firm philanthropy or other policies to a greater extent? Such questions were beyond the scope of the present study. As the number of women serving on boards rises in the future, a better understanding of the dynamics of gender on corporate philanthropy and other firm policies seems warranted. While this study serves to extend prior research, the findings offer a partial glimpse into the role that gender plays in influencing corporate giving patterns. Further research in this area is strongly encouraged. References Bilimoria, D. and S. K. Piderit: 1994, ‘Board Committee Membership: Effects of Sex-Based
  • 24. Bias’, Academy of Management Journal 37, 1453–1477. Corporate 500 Directory of Corporate Philanthropy: 1991–1994 (Datarex Corporation, San Francisco). Women on Boards and Firm Philanthropy 9 Gutner, T.: 2000, ‘Philanthropy With a Woman’s Touch’, Business Week 3705, 200. Harrigan, K. R.: 1981, ‘Numbers and Positions of Women Elected to Corporate Boards’, Academy of Management Journal 24, 619–625. Ibrahim, N. A. and J. P. Angelidis: 1994, ‘Effect of Board Members’ Gender on Corporate Social Responsiveness Orientation’, Journal of Applied Business Research 10, 35–43. Kesner, I. F.: 1988, ‘Directors’ Characteristics and Committee Membership: An Investigation of Type, Occupation, Tenure, and Gender’, Academy of Management Journal 31, 66–84. Marx, J. D.: 2000, ‘Women and Human Services Giving’, Social Work 45, 27–38. McGuire, J., A. Sundgren and T. Schneeweis: 1988, ‘Corporate Social Responsibility and Firm Financial Performance’, Academy of Management Journal 31, 854–872. National Directory of Corporate Giving: 1991–1994 (The
  • 25. Foundation Center, New York). Newman, R.: 1996, ‘Know Your Donor: Gender Differences in Giving’, Fund Raising Management 27, 31–34. Reference Book of Corporate Managements: 1991–1994 (Dun & Bradstreet, New York). Rosener, J. B.: 1995, America’s Competitive Secret: Utilizing Women as a Management Strategy (Oxford University Press, New York). Shrader, C. B., V. B. Blackburn and P. Iles: 1997, ‘Women in Management and Firm Financial Performance: An Exploratory Study’, Journal of Managerial Issues 9, 355–372. Stanwick, P. A. and S. D. Stanwick: 1998, ‘The Determinants of Corporate Social Performance: An Empirical Examination’, American Business Review 16, 86–93. Stultz, J. E.: 1979, ‘Madam Director’, Directors and Boards 3, 6–19. Ullmann, A.: 1985, ‘Data in Search of a Theory: A Critical Examination of the Relationships Among Social Performance, Social Disclosure, and Economic Performance’, Academy of Management Review 10, 540–577. Wang, J. and B. S. Coffey: 1992, ‘Board Composition and Corporate Philanthropy’, Journal of Business Ethics 11, 771–778.
  • 26. Williams, R. J. and J. D. Barrett: 2000, ‘Corporate Philanthropy, Criminal Activity, and Firm Reputation: Is There a Link?’, Journal of Business Ethics 26, 341–350. College of Business, University of North Alabama, Florence, Alabama 35632, U.S.A. E-mail: [email protected] 10 Robert J. Williams PADM 7213 Take-home Mid-Term Due 10/24/2022 by 5:30 PM A) Your supervisor at the university wants to know what variables predict MPA student success. You read the following article: Ragothaman, S., Carpenter, J., & Davies, T. (2009). An empirical investigation of MPA student performance and admissions criteria. College Student Journal, 43(3), 879-886. 1) How do the authors measure the dependent variable, student success? 2) What are the effect sizes of EACH of the correlations with GPA as shown in the correlations in Table 2? What is the largest effect size? Explain.
  • 27. 3) What variables are statistically significant predictors of GPA in Model 1, Table 3? Why? 4) Model 2 in Table 3 adds some variables to the model- are either of these statistically significant? Why? 5) Please write a 1-2 paragraph summary, in non-technical language, that explains to your boss which variables matter for graduate GPA. Please also discuss which variables do not seem to matter. Note that this article does not report betas so it is impossible to determine which variable is the most important. B) You are the director of development for a large nonprofit that runs a variety of different programs. You have heard that targeting companies with more women on the board may lead to grant success. You find the following article Williams, R. J. (2003). Women on corporate boards of directors and their influence on corporate philanthropy. Journal of Business Ethics, 42(1), 1-10. ** Note that this article DOES report betas so you CAN determine which variable is the most important. 1) How does the author measure female participation on corporate boards? (The “women” variable?) 2) Look at the first regression in Table II (GIVING in total): a) Which variables in the model are statistically significant? Why? b) Which variable is most important? Why? Is “Women” still
  • 28. relatively important? Why? 3) Now look at the rest of the models in Table II. Each of these uses corporate giving for specific areas of need as the dependent variable: Education, Community Services, Arts, and Public Policy. a) Please fill in the table below: Dependent Variable Beta for “Women” “Women” statistically significant? All giving (Example) 0.317 Yes, p = .0016 Education Community Services Arts Public Policy b) Based on the results above, what types of grants get funded more with women on the board? c) Please write a non-technical 1-2 paragraph summary detailing a grant strategy based on these results. Which types of grants are predicted by women being on the board? Which are not? What is your recommendation for the types of grants to pursue? 2