1 Introduction
2 Theory and related literature
2.1 Excessive risk-taking
2.2 (Excessive) Risk-taking on behalf of others
2.3 Beyond the principal-agent contract: an organizational setting with social norms
3 Hypotheses development
3.1 Effect of charitable giving tied to overall firm profits on excessive risk-taking
3.2 Effect of charitable giving tied to project-level performance on excessive risk-taking
3.3 Employee involvement in charity selection and its impact on excessive risk-taking
4 Method
4.1 Experiment design, manipulated variables, and task description
Panel A: experimental conditions | |
No giving | “the firm’s senior management’s stated goal is to make profits (i.e., generate a return on investment).” |
“financial gain is the only criterion used to determine the choices made by the firm’s senior management.” | |
Corporate-level giving | “the firm’s senior management’s stated goals are to make profits (i.e., generate a return on investment) and to be charitable (i.e., tying overall firm profit to charitable giving).” |
“besides financial gain, charitable criteria are used to determine the choices made by the firm’s senior management.” | |
Project-level giving | “the firm’s senior management’s stated goals are to make profits (i.e., generate a return on investment) and to be charitable (i.e., tying your specific investment project profits to charitable giving).” |
“besides financial gain, charitable criteria are used to determine the choices made by the firm’s senior management.” | |
Charity selection | “the firm’s senior management’s stated goals are to make profits (i.e., generate a return on investment) and to be charitable (i.e., tying your specific investment project profits to charitable giving).” |
“besides financial gain, charitable criteria are used to determine the choices made by the firm’s senior management.” |
Panel B: list of variables | |
Dependent variable | |
Excessive Risk-taking | Excessive risk allocation as the number of points allocated to investment alternative B. |
Independent variables | |
Corporate Giving Program | The presence and type of the corporate giving program. This between-subjects variable is manipulated at four levels: no giving, corporate-level giving, project-level giving and charity selection. |
Round | A within-subjects factor. In total, apart from the two trial rounds, ten rounds of the experiment are conducted. |
Covariates | |
Financial Risk Propensity Factor | The measure for participants’ risk propensity in the financial risk decision domain. This principal factor is derived through factor analysis using six items placed in the pre-experimental questionnaire (see Table 3, Panel A). Financial Risk Propensity, a persistent but not stable trait, is the reported level of an individual’s financial risk-taking tendency. |
Altruism Factor | The measure for participants’ prosocial disposition. This principal factor is derived through factor analysis using six items placed in the post-experimental questionnaire (see Table 3, Panel B). |
4.2 Participants
4.3 Experimental procedures
4.4 Monetary compensation and prosocial incentives
5 Experimental results
5.1 Validation of the experimental design
5.2 Descriptive statistics and hypotheses tests
Excessive risk allocationa | |||||||
---|---|---|---|---|---|---|---|
No giving | Giving | Total | |||||
Corporate-level giving | Project-level giving | Total | |||||
(n = 29) | (n = 21) | Charity specification (n = 24) | Charity selection (n = 25) | Total (n = 49) | (n = 70) | (n = 99b) | |
First half (round 1 to round 5) | 42.80 | 46.51 | 37.59 | 40.58 | 39.12 | 41.34 | 41.77 |
[28.99] | [31.19] | [27.12] | [30.85] | [29.06] | [29.87] | [29.59] | |
Second half (round 6 to round 10) | 51.66 | 50.90 | 34.91 | 43.49 | 39.29 | 42.77 | 45.37 |
[34.36] | [30.09] | [31.69] | [35.97] | [34.14] | [33.37] | [33.87] | |
Total rounds | 47.23 | 48.71 | 36.25 | 42.04 | 39.20 | 42.05 | 43.57 |
[32.05] | [30.65] | [29.47] | [33.47] | [31.67] | [31.65] | [31.84] |
No giving | Giving | Total | |||||
---|---|---|---|---|---|---|---|
Corporate-level giving | Project-level giving | Total | |||||
(n = 29) | (n = 21) | Charity specification (n = 24) | Charity selection (n = 25) | Total (n = 49) | (n = 70) | (n = 99) | |
Panel A: Domain-specific risk factor (n = 99) | |||||||
Financial risk propensity, calculated | −0.16 | 0.04 | 0.04 | 0.12 | 0.08 | 0.07 | 0.00 |
[0.74] | [0.92] | [0.98] | [1.02] | [0.99] | [0.97] | [0.91] | |
Panel B: Self-reported altruism factor (n = 99) | |||||||
Altruism, calculated | 0.07 | −0.10 | −0.12 | 0.12 | 0.00 | −0.03 | 0.00 |
[0.79] | [0.81] | [0.84] | [0.94] | [0.89] | [0.86] | [0.84] |
Source of variation | df | Mean squared | F-statistic | p-Value |
---|---|---|---|---|
Panel A: Repeated-measures ANCOVA results. Dependent variable: excessive risk allocatione (n = 99) | ||||
Between subjects | ||||
Givinga | 3 | 8,038.30 | 8.14 | < 0.001*** |
Financial risk propensityb | 1 | 11,732.40 | 11.87 | < 0.001*** |
Altruismc | 1 | 4,423.11 | 4.48 | 0.0346** |
Within subjects | ||||
Roundd | 9 | 1,211.10 | 1.23 | 0.2751 |
Giving × round | 27 | 512.47 | 0.52 | 0.9804 |
Residual | 487 | 960.52 | ||
R2 = 0.0657, Adjusted R2 = 0.0253 |
Contrasts of marginal linear predictions: Giving | df | F-Statistic | p-Value |
---|---|---|---|
Panel B: Adjacent contrast comparison for Excessive Risk Allocation (n = 99) | |||
Effect of corporate-level giving vs. no giving | 1 | 0.15 | 0.6939 |
Effect of project-level giving vs. corporate-level giving | 1 | 17.38 | < 0.001*** |
Effect of charity selection vs. project-level giving | 1 | 2.87 | 0.0905* |
Denominator | 948 |
Contrasts of marginal linear predictions: Round | df | F-Statistic | p-Value |
---|---|---|---|
Panel C: Polynomial orthogonal contrasts test for a linear trend (n = 99) | |||
Effect of round (i.e., linear trend) | 1 | 4.00 | 0.0459 |
Interaction effect of corporate-level giving vs. no giving × round (i.e., linear trend) | 1 | 1.19 | 0.2764 |
Interaction effect of project-level giving vs. corporate-level giving × round (i.e., linear trend) | 1 | 0.56 | 0.4559 |
Interaction effect of charity selection vs. project-level giving × round (i.e., linear trend) | 1 | 1.43 | 0.2317 |
Interaction effect giving × round (i.e., linear trend) | 3 | 1.31 | 0.2709 |
Denominator | 948 |
Contrasts of marginal linear predictions | df | F-Statistic | p-Value |
---|---|---|---|
Panel D: Simple effects—polynomial orthogonal contrasts test for a linear trend (n = 99) | |||
Effect of round (i.e., linear trend) within no giving | 1 | 6.20 | 0.0130 |
Effect of round (i.e., linear trend) within corporate-level giving | 1 | 0.43 | 0.4915 |
Effect of round (i.e., linear trend) within project-level giving | 1 | 0.13 | 0.7219 |
Effect of round (i.e., linear trend) within charity selection | 1 | 1.81 | 0.1784 |
Joint | 4 | 2.15 | 0.0725 |
Denominator | 948 |
5.3 Additional analyses
5.3.1 The subsample of risk-averse and risk-neutral participants
5.3.2 The subsample of risk-seeking participants
5.3.3 Ex-ante financial risk propensity vs. excessive risk-taking behavior
5.3.4 Participants’ assessment of a risky decision situation
5.3.5 The subsample of prosocially-motivated participants
Name of charity | Charity location | Charity typeb | Times selected | Percent |
---|---|---|---|---|
Panel A: Summary—donations to charities | ||||
American Cancer Society | Non-Local | Health | 0 | 0 |
American Red Cross | Non-Local | Health | 2 | 8 |
Big Brothers Big Sisters | Non-Local | Youth Development | 3 | 12 |
Doctors Without Borders | Non-Local | Health | 5 | 20 |
Feed The Children | Non-Local | Food Security | 1 | 4 |
Next Door Foundation | Local | Youth Development | 2 | 8 |
Oxfam America| | Non-Local | Food Security | 2 | 8 |
Sierra Club | Non-Local | Animal welfare | 2 | 8 |
Wisconsin Humane Society | Local | Animal welfare | 7 | 28 |
YMCA (the Y) | Non-Local | Youth Development | 1 | 4 |
Total | 25 | 100 |
Charity typeb | n | Mean [standard deviation] | Standard error | t-statistic [p-valuec] |
---|---|---|---|---|
Panel B: t-Test by the charity type. Dependent variable: mean excessive risk allocationa (n = 25) | ||||
Health/food security | 15 | 50.62 [22.41] | 5.79 | |
Youth development/animal welfare | 10 | 29.16 [20.49] | 6.48 | |
Difference | 21.46 | 8.85 | 2.42 [0.012] |