Corrupt regulatory environment encourages firms to deploy middlemen for speedy and assured acquisition of different services from regulatory agencies. Using a World Bank dataset of 2210 Indian manufacturing firms, this article examines how firms with middlemen deal with corrupt governmental agencies for its operational efficiency. Our results demonstrate that deployment of middlemen by the firms is often accompanied by a substantial increase in operational delay, relatively trigger more consumption of senior management’s time on regulatory disentanglement, enhance the likelihood/tendency to pay (...) bribe, and likely to face more court cases as a means of restitution of legal rights. As firm-specific attributes may contaminate our preliminary results, we utilized the propensity score framework to examine relationships among variables of interests. Our study contributes to the inconspicuous part of the corruption literature by attempting to present a comprehensive but indirect assessment of the functions of middlemen that predominantly remained unattended except some scattered descriptive, case-based anecdotal presentations. (shrink)

As traditional methods such as questionnaires for measuring risk propensity are not applicable in some scenarios, a nonintrusive method that could automatically identify individuals' risk propensity could be valuable. This study utilized Defense of the Ancients 2 single match data and historical statistics to train predictive models to identify risk propensity by machine learning methods. Self-reported risk propensity scores from 218 DOTA 2 players were paired with their behavioral metrics. The best-performing model occurred with Gaussian process (...) regression. The root mean square error of this model was 1.10, the correlation between predicted scores and self-reported questionnaire scores was 0.44, the R-squared was 0.17, and the test–retest reliability was 0.67. We discussed how selected behavioral features could contribute to predicting risk propensity and how the approach could be of potential value in the application of perceiving individuals' risk propensities. Moreover, the limitations of our study were discussed, and recommendations were made for future studies in this field. (shrink)

Teacher quality, its effect on students’ outcomes, and the association of these with economic growth, is the core of recent discussions in Latin America given the region’s weak results in international learning assessments. This paper investigates whether there is an effect of philosophy on the outcomes of critical reading for students in B.Ed. programs in Colombia. Relying on exact matching combined with propensity score matching with regression adjustment, we use national data from Colombia to show that students in (...) B.Ed. in philosophy outperformed students in other B.Ed. in critical reading test (0.401–0.124 SD), and, importantly, with higher effects observed for students with lower prior academic achievement (0.44 SD). This suggests that philosophy can help to narrow educational outcomes of students whose socioeconomic conditions are disadvantageous, contributing to social justice in education. (shrink)

The sociogenomics revolution is upon us, we are told. Whether revolutionary or not, sociogenomics is poised to flourish given the ease of incorporating polygenic scores (or PGSs) as “genetic propensities” for complex traits into social science research. Pointing to evidence of ubiquitous heritability and the accessibility of genetic data, scholars have argued that social scientists not only have an opportunity but a duty to add PGSs to social science research. Social science research that ignores genetics is, some proponents argue, at (...) best partial and likely scientifically flawed, misleading, and wasteful. Here, I challenge arguments about the value of genetics for social science and with it the claimed necessity of incorporating PGSs into social science models as measures of genetic influences. In so doing, I discuss the impracticability of distinguishing genetic influences from environmental influences because of non-causal gene–environment correlations, especially population stratification, familial confounding, and downward causation. I explain how environmental effects masquerade as genetic influences in PGSs, which undermines their raison d’être as measures of genetic propensity, especially for complex socially contingent behaviors that are the subject of sociogenomics. Additionally, I draw attention to the partial, unknown biology, while highlighting the persistence of an implicit, unavoidable reductionist genes versus environments approach. Leaving sociopolitical and ethical concerns aside, I argue that the potential scientific rewards of adding PGSs to social science are few and greatly overstated and the scientific costs, which include obscuring structural disadvantages and cultural influences, outweigh these meager benefits for most social science applications. (shrink)

Corporate social performance (CSP) has become a widely applied concept, discussed in most large firms’ corporate reports and the academic literature alike. Unfortunately, CSP has largely been employed as a way of demonstrating corporate social responsibility (CSR) in practice, or to justify the business case for CSR in academia by relating some measure of CSP to some measure of financial performance. In this article, we discuss multiple shortcomings to these approaches. We argue that (1) CSR activities need to be managed (...) and measured as projects and aggregated to the business or corporate level using a project portfolio; (2) appropriate measures need to be identified that move away from reporting the firm’s activities toward quantifying actual social outcomes achieved; and (3) given the types of projects prevalent in CSR, statistical evaluation methods common in other fields (ideally, pre-test post-test control group designs, such as used in medicine or propensity score matching for ongoing or past projects) should be employed to properly measure outcomes. We make a first, albeit imperfect, attempt at using such an approach with data collected on behalf of the Patrimonio Hoy project, a well-publicized CSR initiative carried out by Cemex in Mexico. We show that the results from this data reinforce concerns voiced earlier in this article. (shrink)

We previously reported that college students who indicated engaging in frequent dream-enacting behaviors also scored high on a new measure of mirror behaviors, which is the propensity to imitate another person’s emotions or actions. Since dream-enacting behaviors are frequently the culmination of nightmares, one explanation for the observed relationship is that individuals who frequently display mirror behaviors are also prone to nightmares. We used the Mirror Behavior Questionnaire and self-reported frequencies of nightmares to assess this possibility.A sample of 480 (...) students, consisting of 188 males and 292 females enrolled in a first-year university psychology course, participated for course credit. They completed a battery of questionnaires that included the 16-item MBQ, plus an item about nightmare frequency in the past 30 days. NMF scores were split to create low, medium, and high NMF groups.MBQ total scores were significantly higher for female than for male subjects, but an interaction revealed that this was true only for Hi-NMF subjects. MBQ Factor 4, Motor Skill Imitation, paralleled this global interaction for females, whereas MBQ Factor 3, Sleepiness/Anger Contagion, was elevated only for Hi-NMF males. Item analyses indicated that Hi- and Med-NMF females scored higher than Lo-NMF females on the 3 items of Factor 4 that reflect voluntary imitation , as well as on 2 other items that reflect involuntary imitation . Although Hi- and Lo-NMF males differed most clearly on the sleepiness item of Factor 3, all 3 items on this factor are plausibly associated with perception of and response to social threat.Results provide evidence that among females nightmares are associated with voluntary and involuntary mirror behaviors during wakefulness, while among males nightmares are associated with threat-related mirror behaviors during wakefulness. They thus support the possibility that the association between mirror behaviors and dream-enacting behaviors is due to a common mirror neuron mechanism that underlies mirror behaviors and nightmares and that involves motor, rather than emotional, resonance. These results have implications for understanding the comorbidity of nightmares and other pathological symptoms such as imitative suicidal behaviors, the influence of observational learning on dissociative symptomatology, and the predominance of threat and aggression in the dream enacting behaviors of REM sleep behavior disorder. (shrink)

The primary purpose of this cross sectional study was to empirically test the notion that retail pharmacists' moral reasoning scores (using Rest's Defining Issues Test) relate to their patient care performance scores (using the Behavioral Pharmaceutical Care Scale). Presently, retail pharmacy organizations are experiencing a paradigm shift from a prescription dispensing emphasis to a patient-centered one. The present investigation examined the influence of moral reasoning, within the situational context of workload pressures and perceived normative beliefs of significant others, on retail (...) pharmacists' self-report patient care performance scores.A secondary goal was to explore the relationship between moral reasoning and retail pharmacists' propensity to exaggerate depictions of their true behavior (using a short-form Marlowe-Crowne Social Desirability Scale). (shrink)

This study examines the relationship between cognitive moral development (CMD), productivity features of information technology (IT) and unethical behavior or misconduct. Using an experimental design that randomly assigns subjects to one of four unique technology conditions, we assess the relationship between a subjects' predominant level of CMD and ethical misconduct on IT-oriented work tasks. Our results show that both higher levels of CMD and increased levels of IT productivity features at one's disposal have a significant role to play in explaining (...) observed behavior in our sample. We find that CMD as measured by the Defining Issues Test's P-score is negatively related to task misconduct. Conversely, IT productivity features such as copy-and-paste are positively related to task misconduct. In addition, the CMD—misconduct relationship is significantly diminished by the introduction of IT productivity features. Lastly, a series of hazard analyses are conducted to explore the boundaries of our principal findings. These results demonstrate the significant role of technology in enabling negative behavior and the relative inability of subjects' use of principled moral reasoning to overcome it. Implications of these findings for academics and business managers are offered, as well as recommendations for mitigating misconduct in both academic and workplace environments. (shrink)

This study examines the impact of the Chief Executive Officer ’s interlocking, created through serving on other companies’ audit committees and/or boards, on corporate social responsibility performance of the focal company and that of its linked companies. We find that CEO interlocking positively affects CSR performance of both the focal company and its linked companies. Further analysis shows that interlocks created by the CEO enhance CSR performance and in turn the financial performance of both the focal company and its linked (...) companies. Our findings are robust to a battery of analyses, including Heckman’s selection bias correction, propensity score matching, alternative measures of CSR performance, and CEO interlocks. These findings are important to regulators, company management teams, and other stakeholders with an interest in how the social ties of CEOs influence companies’ CSR performance and in the CSR–financial performance nexus. (shrink)

A growing body of research has explored well-being in diverse cultural contexts, and indicates that the definition and perception of well-being vary according to cultural context. Little is known, however, about whether intercultural differences in China (i.e., Tibetan and Han) lead to different perceptions of well-being and how social contexts and personal characteristics are associated with well-being in Tibetan and Han emerging adults. Using a self-determination framework, the current study examines the relationship between parental autonomy support (PAS) and psychological well-being (...) (PWB) in Tibetan and Han emerging adults in China. Guided by implicit theory and self-regulatory theory, we propose a serial multiple mediation model of growth mindset and grit in the association between PAS and PWB. Propensity score matching was used to balance the two ethnic groups in terms of age, gender, socioeconomic status (SES), with a ratio of one to two. Finally, 59 Tibetan (71.2% girls) and 118 Han (69.5% girls) emerging adults aged from 18 to 25 years were included in the current study, and completed an online questionnaire survey. Findings suggest that (a) Tibetan emerging adults perceived higher levels of PWB than their peers from the Han ethnic group; (b) a serial multiple mediation model for the association between PAS and PWB was supported in Han emerging adults; (c) the indirect effects between PAS and PWB varied between Tibetan and Han emerging adults. Our findings suggest that PAS and grit contribute to PWB of emerging adults in both cultural contexts, whereas growth mindset may be beneficial for Han emerging adults only. (shrink)

The current study investigates whether tournament incentives motivate chief executive officer to be socially responsible. Furthermore, it explores the role of sub-national institutional contingencies [i.e., state-owned enterprises vs. non-SOEs, foreign-owned entities vs. non-FOEs, cross-listed vs. non-cross-listed, developed region] in CEO tournament incentives and the corporate social responsibility performance relationship. Data were collected from all A-shared companies listed in the stock exchanges of China from 2014 to 2019. The study uses the baseline methodology of ordinary least squares and cluster OLS regression. (...) Moreover, firm-fixed effects regression, two-stage least squares regression, and propensity score matching deal with the endogeneity problem and check the robustness of the results. The results provide reliable evidence that tournament incentives motivate CEOs to be more socially responsible. On the other hand, sub-national institutional contingencies positively affect the association between CEO tournament incentives and CSRP. The findings have important implications for companies and regulators who wish to enhance CSP by providing incentives to top managers. (shrink)

Does environmental management help foreign firms outperform local firms in emerging economies? While existing research suggests that environmental management may or may not benefit firm performance, the question is particularly under-investigated in the emerging economy context. Using the data on foreign investment into China, this study explores whether foreign firms that are under greater environmental pressure, at home or at the host, outperform comparable local firms in an emerging host country. In making this comparison, we use propensity-score matching (...) and a difference-in-differences approach to handle the problem of endogeneity inherent in comparing the performances of foreign versus local firms. We find empirical support that foreign firms perform better than local firms when they are under high environmental pressure in the emerging host country, and this result is driven by the foreign firms originating from countries with high environmental pressure. (shrink)

The question of whether females tend to act more ethically or risk-averse compared to males is an interesting ethical puzzle. Using a large sample of US firms over the 1992–2014 period, we investigate the effect that the gender of a chief executive officer has on earnings management using classification shifting. We find that the pre-Sarbanes–Oxley Act period was characterized by high levels of classification shifting by both female and male CEOs, but the magnitude of such practices is, surprisingly, significantly higher (...) in firms with female CEOs than in those with male CEOs. By contrast, our results suggest that following the passage of the punitive SOX Act, classification shifting by female CEOs declined significantly, whilst it remained pervasive in firms with male CEOs. This suggests that the observable differences in financial reporting behavior between male and female CEOs seem to be because female CEOs are more risk-averse, but not necessarily more ethically sensitive than their male counterparts are. The central tenets of our findings remain unchanged after several additional checks, including controlling for alternative earnings management techniques, corporate governance mechanisms, CEO and chief financial officer characteristics and propensity score-matching. (shrink)

We draw from upper echelons theory to investigate whether the presence of a chief sustainability officer (CSO) is associated with better corporate environmental performance in highly polluting industries. Such firms are under strong pressure to remediate environmental damage, to comply with regulations, and to even exceed environmental standards. CSOs in these firms are likely to be hired as legitimate agents to lead and successfully implement environmental strategy aimed at reducing pollution levels. Interestingly and contrary to our expectations, we found that (...) the presence of a CSO is associated with higher levels of pollution emissions. Nonetheless, we found that the CSO has a positive influence on a firm’s environmental performance if faced with strict environmental regulations. We argue that the enforcement of environmental regulations enhances monitoring and accountability of pollution emissions. The sample for this study comprised all the S&P 500 firms required by the Environmental Protection Agency to annually report their toxic emissions to the Toxic Release Inventory. Data were collected for a 6-year period from 2006 to 2011. We used a panel data regression and employed propensity score matching to correct for potential endogeneity problems. (shrink)

The study investigates effects of the implementation of a law authorizing educational leave in Germany on individual participation in adult learning and education (ALE). In 2015, the federal state of Baden-Württemberg introduced the so-calledBildungszeitgesetz, legitimating an exemption for eligible employees of up to 5 days per year with continued payment of salary. Explaining participation in ALE is a central subject of educational research at national and international level. Current theoretical assumptions of rational choice and empirical findings of educational and socio-statistical (...) research suggest that within the general population, individuals’ availability of time affects the decision to participate and therefore lastly determines participation in ALE. However, current academia mainly discusses time as either a prerequisite for learning activities or as an observable outcome of participation and not as an explanatory factor. Furthermore, since recent studies remain on a descriptive level regarding influences of time on participation in ALE, no causal effects of the availability of time on participation are estimated. Hence, our study addresses this research gap by investigating effects of educational policy interventions such as theBildungszeitgesetzon participation in ALE. Policy interventions are ideally suited to examine the significance of time resources for participation, as the implementation of theBildungszeitgesetzprovides a specific timeframe for employees to participate in ALE outside of their working time. Drawing on data from the German National Educational Panel Study, we employ a difference-in-differences estimation strategy with propensity score matching and instrumental variable to identify the direct causal effect of the implementation of theBildungszeitgesetzon participation in ALE (N= 709). This combination toward causal inference controls for observed and unobserved baseline differences as well as heterogeneous treatment effects. The results reveal a non-significant but heterogeneous treatment effect of the implementation of theBildungszeitgesetzon individual participation in ALE. Contrary to our theoretical assumptions derived from rational choice approaches, we cannot confirm the hypothesis that the availability of time resources due to the implementation of theBildungszeitgesetzcauses a positive effect on participation in ALE. Furthermore, the results reveal that the implementation causes decreasing participation rates for younger adults, women and significantly for migrants. (shrink)

This study investigates the relation between CEO compensation and corporate fraud in China. We document a significantly negative correlation between CEO compensation and corporate fraud using data on publicly traded firms between 2005 and 2010. Our findings are consistent with the hypothesis that firms penalize CEOs for fraud by lowering their pay. We also find that CEO compensation is lower in firms that commit more severe frauds. Panel data fixed effects and propensity score methods are used to demonstrate (...) these effects. Our results also indicate that corporate governance mechanisms influence the magnitude of punishment. We find that CEOs of privately controlled firms, firms that split the posts of CEO and chairman, and CEOs of firms located in developed regions suffer larger compensation penalties for committing financial fraud. Finally, we show that CEOs at firms that commit fraud are more likely to be replaced compared to those at non-fraud firms. (shrink)

Firms have traditionally responded to environmental violations by increasing information disclosure and/or communication to manage stakeholder perceptions. As such, these approaches may be symbolic in nature, with no genuine intention to improve the environment. We draw from restorative justice grounded in stakeholder theory and explore a relatively new approach in the form of supplemental environmental projects aimed at restoring the environment, and empirically examine the role of corporate governance in firms’ decisions to undertake reparative actions. Using environmental violations and SEPs (...) data from the US Environmental Protection Agency between 2002 and 2015, we find that firms with smaller boards are more likely to undertake SEPs. We also find that firms with higher board independence and CEO duality undertake SEPs more frequently; however, board gender diversity and the existence of a sustainability committee appear to have no impacts. These results are robust to propensity score matching and an alternative data source. We extend the scope of stakeholder theory by emphasizing a new approach—restorative justice—by which corporations can repair damaged relationships and also improve the environment. We also contribute to corporate governance and environmentalism literature by identifying governance structures that promote environmental restorative justice. Thus, our study will inform different stakeholders, including regulators, shareholders, and boards of directors, and will open new avenues for business ethics scholarship. (shrink)

Family firms not only play an important role in economic growth but should also be held partly responsible for environmental degradation. Employing normative stakeholder theory and analyzing unique Chinese survey data via stepwise regression models, our findings indicate that second-generation successors did not significantly impact family firms' environmental investment. However, among second-generation successors, we find that successors with international experience positively impacted environmental investment. The propensity score matching (PSM) and two-stage least squares estimation (2SLS) approaches confirm our results. (...) As an interdisciplinary study, our research is of great value to the environmental responsibility and family business literature. (shrink)

We investigate the effect of Lesbian, Gay, Bisexual, and Transgender -supportive corporate policies on credit ratings. To the extent that LGBT-friendly policies are beneficial to the firm and therefore improve its expected cash flows, credit rating agencies should assign more favorable credit ratings to the firm. To alleviate endogeneity concerns, we exploit the variations in the LGBT populations across the states in the U.S. as our instrument. Our instrumental-variable analysis reveals that firms that adopt LGBT-supportive corporate policies enjoy better credit (...) ratings, supporting the stakeholder and good management hypothesis. Further analysis using propensity score matching also yields consistent results. (shrink)

Although prior research has demonstrated that switching schools poses a risk for academic and behavioral functioning among adolescents, relatively little is known about their emotional adjustment, or how it affects emotional well-being. Moreover, the cumulative effects of multiple risk and protective factors on their emotional well-being are even less covered in the existing literature. Guided by a risk and resilience ecological framework, the current study compared emotional well-being, operationalized as positive affect and negative affect, between adolescents who had switched schools (...) and their non-switch counterparts, and examined the direct and interactive effects of teacher autonomy support and two facets of grit (i.e., perseverance and consistency) on emotional well-being in both groups. A propensity score matching analysis was used to balance the two groups in terms of sociodemographic characteristics (i.e., age, gender, and socioeconomic status). A total of 371 adolescents who had switched schools and 742 non-switch counterparts aged from 13 to 18 years were involved in this study. Results indicated that adolescents who had switched schools reported higher levels of negative affect than their non-switch counterparts. Moreover, for adolescents who had switched schools, those who possessed higher levels of perseverance had a significantly negative association between teacher autonomy support and negative affect; however, the corresponding association was independent of perseverance for their non-switch counterparts. The current findings indicate that switching schools is a disadvantage for adolescents’ emotional states. However, teacher autonomy support and perseverance can protect adolescents who switch schools as critical stress-buffering factors against these negative feelings. (shrink)

This study assessed whether and how government–business partnerships offer a unique platform that targets profound environmental impacts via the promotion of radical eco-innovation. It applied transactional cost and complementary logics to explain the rationale of GBP formation for radical eco-innovation, and further assessed the operation of GBPs from governance, learning, and rulemaking aspects. This study applied propensity score matching technique to empirically test these theoretical associations using 225 observations representing 166 U.S. firms’ participation in 192 environmental alliances between (...) 1985 and 2013. The study results confirmed GBPs’ role in channeling public and private efforts in pursuing transformative environmental change via the adoption of radical eco-innovation goals. Results highlight four critical elements of GBP operation—effective governance, exploration learning, cognitive learning, and rulemaking—that enable participants to embrace these radical environmental solutions. (shrink)

While a growing body of literature has examined the link between green activities and firm innovation, little attention has been paid to the underlying mechanisms through which green activities take effect. This paper leverages the context of ISO 14001 certification among Chinese listed firms to investigate how the certification of environmental management system to ISO 14001 shapes corporate technological innovation. Drawing from the resource-based view and the resource management perspective, we argue that EMS certification to ISO 14001 facilitates corporate technological (...) innovation through the mediating effects of firms’ internal resource management practices, namely resource utilization, resource accumulation, and resource allocation. A difference-in-differences research design, together with the propensity score matching approach and the instrumental variable technique, provides corroborating evidence for our predictions. The current research not only makes substantial contributions to the literature, but also provides important ethical implications for both policymakers and firm managers. (shrink)

We evaluate the relationship between the appointment of women to CEO or Chair positions and firm performance, and shed light on the differences between family and nonfamily firms. By using a propensity score matching approach on a sample of 394 French firms over the period 2001–2010, we find major discordances between women’s leadership style and family business expectations relative to firm performance, as measured by return on assets and Tobin’s q. Notably, our results support the conjecture that family (...) firms, which are more conducive to transformational leadership, offer women a more appropriate climate for exercising the function of Chair than that of CEO. In contrast, women CEOs perform better in nonfamily firms. Our findings move away from the predominant focus on barriers and stereotypes images about the female leadership and support the contingency theory of leadership, which states that the effectiveness of a leadership style depends on the organization and culture in which leaders operate, and on task-related positions. (shrink)

This study examines the influence of auditor-CEO surname sharing on financial misstatement and further investigates whether the above effect depends on hometown relationship and the rarity of surnames, respectively. Using hand-collected data from China, the findings show that ACSS is significantly positively related to financial misstatement, suggesting that the auditor-CEO ancestry membership elicits the collusion and increases the likelihood of financial misstatement. Moreover, ACSS based upon hometown relationship leads to significantly higher likelihood of financial misstatement, compared with ACSS without hometown (...) relationship. Furthermore, the positive relation between ACSS and financial misstatement is more pronounced for rare surnames than for common surnames. The above findings are robust to sensitivity tests on the basis of different measures of ACSS and financial misstatement, and my conclusions are still valid after using the propensity score matching approach to address the endogeneity concerns. (shrink)

This study investigates how managers in firms that have committed fraud strategically use socially responsible activities in coordination with their fraudulent financial reporting practices. Using propensity score matching to select control firms that have a similar probability of fraud in the pre-fraud benchmark period, we find that the corporate social responsibility performance of fraudulent firms in the fraud-committing period is significantly higher compared with the CSR performance of non-fraudulent control firms during this period, and compared with that during (...) their own pre-fraud benchmark periods. This higher CSR performance by fraudulent firms is achieved by means of investing in both stakeholder and third-party CSR categories and by improving in CSR strengths. Furthermore, the increase in CSR performance is more pronounced for fraudulent firms with a weak governance environment, and for firms located in high-religiosity states. Overall, our findings suggest that fraudulent firms strategically adjust their CSR performance to coordinate with their fraudulent financial activities. (shrink)

Business Ethics, the Environment &Responsibility, EarlyView.

In this article, we propose that giving in cash and non-cash differ in their relation with the giving firm’s future corporate financial performance and only cash giving is associated with future CFP. Using a novel dataset from ASSET4 that differentiates corporate giving over a sample period of 2002–2012, we examine three competing hypotheses: agency cost hypothesis that cash giving reflects agency cost and destroys value for shareholders, investment hypothesis that cash giving is an investment by management that aims for better (...) future return, and information hypothesis that cash giving has informational value to shareholders as cash is a critical resource at a firm and giving is a decision by managers who are insiders. We find that indeed, only cash giving is positively associated with future CFP and firm value, measured by Fama–French five-factor abnormal risk-adjusted stock returns, future return on assets, and Tobin’s Q. In addition, we find that the positive association exists only between excess, i.e., unexpected, but not expected cash giving and future CFP. Our empirical findings support the information hypothesis, but neither the agency hypothesis nor the investment hypothesis, and are robust to a number of endogeneity tests, including orthogonalized cash giving, instrumental variable regression using geography-based instruments, and propensity score matching. Furthermore, we show that the positive association between future CFP and unexpected cash giving is only pronounced at firms with good governance and relatively higher sales growth where agency problems are less likely, and at firms with no alternative mechanisms to demonstrate the strength of cash flow. Additionally, we do not find evidence that suggests in-kind giving to possess any informational value. (shrink)

Marginal structural models can be used to estimate the causal effect of a potentially time-varying treatment in the presence of time-dependent confounding via weighted regression. The standard approach of using inverse probability of treatment weighting can be sensitive to model misspecification and lead to high-variance estimates due to extreme weights. Various methods have been proposed to partially address this, including covariate balancing propensity score to mitigate treatment model misspecification, and truncation and stabilized-IPTW to temper extreme weights. In this (...) article, we present kernel optimal weighting, a convex-optimization-based approach that finds weights for fitting the MSMs that flexibly balance time-dependent confounders while simultaneously penalizing extreme weights, directly addressing the above limitations. We further extend KOW to control for informative censoring. We evaluate the performance of KOW in a simulation study, comparing it with IPTW, sIPTW, and CBPS. We demonstrate the use of KOW in studying the effect of treatment initiation on time-to-death among people living with human immunodeficiency virus and the effect of negative advertising on elections in the United States. (shrink)

Using a dataset of corporate philanthropic gifts of $1 million or more, we examine the influence of corporate donors on the performance of recipient non-profit organizations. We find that corporate donors positively influence NPO performance, specifically in the form of higher revenues per employee, program ratios, and fundraising returns. We find little evidence that large foundation or individual donors similarly enhance organizational performance. In additional analysis, we find that large corporate donations matter when the corporation is more likely to have (...) influence over the recipient NPO. These findings suggest that corporate donors provide the monitoring and expertise needed to enhance organizational performance beyond simply providing funding to NPOs. Our results are robust to a two-stage model and propensity score matching to address endogeneity concerns. While prior research has examined the effect of corporate philanthropy on donor organization performance, we contribute to the literature by examining whether corporate philanthropy also improves recipient organization performance. (shrink)

Drawing on the cognitive dissonance theory and the behavioral consistency theory, this study examines whether hypocrisy, proxied by the ethical dissonance between corporate philanthropy and environmental misconducts, triggers auditors to issue modified audit opinions (MAOs), and further investigates the moderating effect of hypocrisy on the relation between financial reporting quality (proxied by discretionary accruals) and MAOs. Using a sample of 20,852 firm-year observations from the Chinese stock market over 2005–2019, our findings reveal that the likelihood of receiving MAOs is significantly (...) higher for hypocritical firms than for their counterparts, suggesting that hypocrisy provides negative soft information about top managers' myopia, immorality and lack of integrity, elicits the perceived distrust from auditors, motivates auditors to have a higher extent of professional skepticism, and eventually triggers MAOs. Moreover, hypocrisy reinforces the negative (positive) relation between financial reporting quality (discretionary accruals) and MAOs. Furthermore, above findings are robust to a variety of sensitivity tests using alternative proxies for modified audit opinions and hypocrisy, as well as different sample compositions, and further our conclusions are still valid after using the propensity score matching approach and two-stage treatment effect regression procedures to control for the endogeneity issue. Lastly, the effect of hypocrisy on MAOs is more pronounced for remedial (ex post) hypocrisy than for preventive (ex ante) hypocrisy. (shrink)

Relevance deprivation syndrome refers to feelings of incompetence among retired people caused by them leaving their high status or influential jobs. The question then arises: do people in positions of power, like Danwei leaders in China, have a lower life satisfaction post-retirement compared to other groups? This study investigated the influence of serving as a Danwei leader before retirement on retirees’ life satisfaction, as well as differences in this influence and the channels through which they are affected. Based on the (...) data of 5,873 respondents of the 2018 China Longitudinal Aging Social Survey, ordinary least-squares, ordered logistic regression, and propensity score matching models were used to investigate the influence, differences, and influential mechanisms of serving as a Danwei leader before retirement on retirees’ life satisfaction. We found that Danwei leaders experience a significantly positive impact on their life satisfaction post-retirement. Second, the positive impact of having served in this role on peoples’ post-retirement life satisfaction is related to the resulting higher income, social status, and better living habits. In contrast to the perspective of relevance deprivation syndrome, in China, having been a Danwei leader before retirement has a significantly positive impact on peoples’ life satisfaction post-retirement, with there being a significant difference observed among different types of retired Danwei leaders. (shrink)

We investigate whether air pollution harms business ethics from the perspective of earnings manipulation, which exerts a real effect on the economy and social welfare. Using a large sample and a comprehensive air quality index in China, we find that firms located in cities with more severe air pollution exhibit higher levels of discretionary accruals and are more likely to restate their financial statements, consistent with exposure to air pollution leading to more earnings manipulation. We further provide causal evidence using (...) propensity score matching and a discontinuity regression design exploiting the Qinling Mountain–Huai River Heating Policy Line, which exogenously leads to more air pollution to cities located immediately north of the Line but not those in the south. Our findings are robust to controlling for weather conditions and alternative samples and measures of air pollution and earnings manipulation. Overall, this study unveils how the ecological environment shapes business ethics. (shrink)

Using U.S. Department of Justice data on state-level political corruption, we find that, consistent with the Harmful Corruption Environment Hypothesis (HCEH), firms situated in states with higher levels of corruption incur higher costs of equity (CoEs). These results are robust for additional controls, propensity score matching, use of instrumental variables, exogenous shocks, and alternate measures for main dependent and primary independent research variables. Our study extends the stream of literature that investigates the influence of local ethical or trust (...) factors on CoE and complements works by El Ghoul and colleagues and Gupta and colleagues. (shrink)

Background and purposeThis study aimed to analyze the feasibility and safety of endovascular therapy (EVT) in patients with acute posterior circulation stroke and vertebrobasilar dolichoectasia (VBD).Materials and methodsBASILAR was a national prospective registry of consecutive patients with symptomatic and imaging-confirmed acute stroke in the posterior circulation within 24 h of symptom onset. We evaluated EVT feasibility and safety in patients with VBD. Primary outcomes included improvement in modified Rankin Scale scores (mRS) at 90 days and mortality within 90 days. The (...) secondary outcome was the rate of favorable functional outcome, defined as mRS ≤ 3 (indicating independent ambulation) at 90 days. Safety outcomes included surgery-related complications and other serious adverse events.ResultsA total of 534 cases were included: 159 with VBD and 375 controls. No significant difference in mRS at 90 days was found between groups, but patients with VBD had a higher baseline National Institutes of Health Stroke Scale (NIHSS) score [30 (19–33) vs. 25 (15–32)] and were older [65 (59–74) vs. 63 (55–72) year]. After propensity score matching, there were no significant differences in baseline NIHSS score between the two groups, and the efficacy and safety of EVT were similar between patients with or without VBD. Furthermore, the prognostic effect of puncture-to-recanalization time on the probability of mortality within 90 days in EVT-treated patients with VBD was significant {adjusted odds ratio, 1.008 [95% confidence interval (1.001–1.015)]}.ConclusionEndovascular therapy is safe and feasible in patients with acute posterior circulation stroke and VBD. The puncture-to-recanalization time is important for predicting the prognosis of EVT-treated patients with VBD. (shrink)

With the increasing mobility of the rural population in China and the growing number of residents moving to the cities for work or study, rural society is forming a pluralistic, interest-centered, “open” social networks relations that follows the modern rule of law contract. Based on Chinese General Social Survey data, the results of the empirical study finds that social insurance can significantly enhance the social interactions of rural residents in China, that is, formal social security system in rural areas promotes (...) informal social security mechanisms such as social interactions. The results of the grouping test show that rural residents in China’s different regions were affected by social insurance in different ways. Social insurance has a greater impact on the social interactions in the eastern region than in the middle and western regions. The propensity score matching method was used to reduce the sample selection bias, and the findings of the paper were found to be robust. (shrink)

To advertise or estimate demand, many pre-order items appear on crowdfunding platforms. Few studies have explored backers’ preferences between crowdfunding projects and pre-order items. To analyze backers’ preferences, 1,800 technology and innovation campaigns were collected from the Indiegogo crowdfunding platform. Using the product stage badge, the campaigns in the concept and prototype stages were treated as crowdfunding projects, while those in the production and shipping stages were labeled pre-order items, resulting in 1,305 crowdfunding projects and 495 pre-order items, respectively. (...) class='Hi'>Propensity score matching was leveraged to investigate differences in fundraising outcomes between crowdfunding projects and pre-order items. The results indicate that pre-order items have better fundraising outcomes than crowdfunding projects, suggesting that backers are risk-averse on the crowdfunding platform. (shrink)

The equity pledge has become a universal practice in the world. Taking Chinese listed companies from 2007 to 2020 as a sample, this paper investigates the influence of controlling shareholders’ equity pledges on M&A behavior. It is found that the probability of M&A of listed companies is greater when the controlling shareholder has an equity pledge. M&A activities can raise the stock price and play the role of market value management. Controlling shareholders with margin call pressure have stronger motivation to (...) use M&A to increase their share price. Investors seem to be aware of this behavior and underestimate the potential benefits of M&A under this pressure. Propensity score matching and difference in difference were used to test endogeneity and the results were still robust. Overall, our results reveal the impact of equity pledges by controlling shareholders on M&A. Furthermore, margin call pressure, this organizational psychology promotes this possibility. (shrink)

Several areas in the UK allocate children to secondary schools based on exam results at age 11. While many studies have investigated how attending academically selective schools affects pupils’ subsequent educational attainment, we know very little about how grammar attendance affects other outcomes, such as pupils’ self-confidence, academic self-esteem and aspirations. We investigate this by applying propensity score matching techniques to rich data from the Millennium Cohort Study. Results show that attending a grammar school has very little impact (...) upon pupils’ socio-emotional outcomes. Expanding grammar schools is therefore unlikely to benefit pupils in this respect. (shrink)

This study aimed to investigate the features of only child status related to physical health, mathematics achievement, and school feelings and expectations from a different perspective. A representative sample of 91,619 Grade 4 students with an average age of 10.4 ± 0.7, among which 28,631 were only children, were assessed. We used propensity score matching and the average treatment effects on the treatment to analyze data. The treatment was the only child of a family. The results indicated that (...) only children have better academic achievement and school feelings, while non-only children have better physical status and anaerobic fitness. In addition, gender and rural vs. urban areas differences were also explored. The adverse situation for rural only boys is emphasized for families, researchers, and governments to focus on. Some suggestions are given under the Two- and Three-Child Policy. (shrink)

This paper analyzes the impact mechanism of executive poverty experience on innovation performance from the two logics of “innate endowment” and “endogenous power.” It then explores the moderating role of executive characteristics, firm nature, and market competition from the perspective of heterogeneity, and finally proves the influence mechanism. Using the data of Chinese A-share listed companies from 2012 to 2020, the empirical results show that executives’ poverty experience improves corporate innovation performance. Further studies find that female executives with poverty experience (...) have a more significant impact on innovation performance. Additionally, state-owned enterprises weaken the positive effects of executives with poverty experiences on innovation performance. The impact of executive poverty experience on innovation performance is more significant in fierce market competition. The mediating result suggests that executive poverty experience improves innovation performance partly by inhibiting R&D manipulation. The findings remain valid through Propensity Score Matching tests, the Heckman two-stage, and alternative indicator measures. Using the early life poverty experience of executives, this study promotes research on the factors influencing corporate innovation. It also provides empirical evidence for improving corporate innovation performance through a study of moderating effects and influencing mechanisms. (shrink)