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Purpose: Social rejection is a negative interpersonal experience that leads to emotional, cognitive, and physiological outcomes. We develop a theoretical model arguing that social rejection in workplace settings can alter employees' personal values in either the short- or the long term. Methodology: This is a theoretical essay based on three theories: (1) human values; (2) affective events; and (3) shattered assumptions. Findings: In the proposed model, an employee's emotional reactions to social rejection in the workplace (emotional distress or emotional numbness) partially mediate the relationship between the experience of social rejection and short- or long-term development of self-protective (rather than self-expansive) personal values. Originality: The processes whereby social rejection at work leads to personal value change remain largely unexplored to date. The proposed model represents an initial attempt to understand this process, including the effects of emotional distress (long term) and emotional numbness (short term). Research Implications: The model introduces the mechanisms whereby social rejection in the workplace leads to short-term and long-term changes in individual values and has potential to serve as a launchpad for future research interest in this phenomenon. Practical Implications: The framework proposed in this chapter should help scholars to understand better the dynamics of social rejection in the workplace and how this phenomenon affects employees' values in work settings, both in the short- and long term.

Artificial intelligence-related inventions raise complex questions of how to define the boundaries around patentable subject matter. In the United States, many claim that the recent doctrinal developments by the Supreme Court have led to incoherence and excessive uncertainty within the innovation community. In response, policymakers and stakeholders have suggested legislative amendments to address these concerns. We first review these developments, and subsequently use the patent examination record to empirically test the claims of increased uncertainty. We find that, although uncertainty did spike following the Supreme Court's holding in Alice, it quickly returned to levels comparable to its historic norm. This has implications both for those advocating for legislative changes to the law of eligible subject matter, as well as other jurisdictions considering adopting a test similar to that applied in Alice.

This article surveys recent developments in the evaluation of point and density forecasts in the context of forecasts made by vector autoregressions. Specific emphasis is placed on highlighting those parts of the existing literature that are applicable to direct multistep forecasts and those parts that are applicable to iterated multistep forecasts. This literature includes advancements in the evaluation of forecasts in population (based on true, unknown model coefficients) and the evaluation of forecasts in the finite sample (based on estimated model coefficients). The article then examines in Monte Carlo experiments the finite-sample properties of some tests of equal forecast accuracy, focusing on the comparison of VAR forecasts to AR forecasts. These experiments show the tests to behave as should be expected given the theory. For example, using critical values obtained by bootstrap methods, tests of equal accuracy in population have empirical size about equal to nominal size.

In this paper we use Monte Carlo sampling experiments to examine the properties of pretest estimators in the random parameters logit (RPL) model. The pretests are for the presence of random parameters. We study the Lagrange multiplier (LM), likelihood ratio (LR), and Wald tests, using conditional logit as the restricted model. The LM test is the fastest test to implement among these three test procedures since it only uses restricted, conditional logit, estimates. However, the LM-based pretest estimator has poor risk properties. The ratio of LM-based pretest estimator root mean squared error (RMSE) to the random parameters logit model estimator RMSE diverges from one with increases in the standard deviation of the parameter distribution. The LR and Wald tests exhibit properties of consistent tests, with the power approaching one as the specification error increases, so that the pretest estimator is consistent. We explore the power of these three tests for the random parameters by calculating the empirical percentile values, size, and rejection rates of the test statistics. We find the power of LR and Wald tests decreases with increases in the mean of the coefficient distribution. The LM test has the weakest power for presence of the random coefficient in the RPL model.

Conventional tests of the regression discontinuity design’s identifying restrictions can perform poorly when the running variable is discrete. This paper proposes a test for manipulation of the running variable that is consistent when the running variable is discrete. The test exploits the fact that if the discrete running variable’s probability mass function satisfies a certain smoothness condition, then the observed frequency at the threshold has a known conditional distribution. The proposed test is applied to vote tally distributions in union representation elections and reveals evidence of manipulation in close elections that is in favor of employers when Republicans control the NLRB and in favor of unions otherwise.

This chapter examines disability rights movement's rejection of a right to physician-assisted suicide (PAS). Supporters of PAS frame the right to enlist a physician's help in determining the nature and timing of one's death as a fundamental liberty interest and as a right to privacy. The disability opposition counters this with disparate impact and slippery slope arguments and stories of disability pride as a rhetorical rejection of a right it deems dangerous and discriminatory. In examining this clash of rights talk, this chapter analyzes the legal and political consequences of anti-rights rhetoric by a movement that is grounded in notions of autonomy and self-determination.

Purpose: This paper presents an exploratory analysis of minority stress and resiliency processes among parents in LGBTQ families. The paper examines two unique minority stress processes – (1) parents experiencing sexual and/or gender minority stress due to the stigmatization of their own identities as individuals and (2) parents sharing the gender minority stress faced by their transgender and gender expansive (TGE) child, and in the context of their parent–child relationship.

Methodology: Between 2017 and 2018 in-depth, in-person qualitative interviews on the topics of gender, stress, and resilience were conducted with 12 parents in LGBTQ families. Audio recordings were transcribed and then open coded using ATLAS.ti qualitative data analysis software. Analyses of data were informed by critical intersectional theories that locate gender and sexuality within structures of social and racial oppression.

Findings: Interview data indicate that minority stress is experienced by parents experiencing sexual and/or gender minority stress due to the stigmatization of their own identities, as well as among parents sharing the gender minority stress faced by their TGE child in the context of their parent–child relationship. Parents described community resilience and minority coping through interpersonal, community, and institutional support. This paper provides evidence that sexual and gender minority stressors are enhanced and resiliency factors are reduced among those experiencing racism and economic disadvantage.

Research limitations: This is an exploratory study conducted with a small sample of parents in a specific geographic area.

Originality/Value: These data provide initial evidence to support further analyses of the dyadic minority stressors within parent–child relationships in LGBTQ families

By extending their campaign beyond its NIMBY and health risk frames, GSE were able to open up a third frame, which was established from the political opportunity of democratic deficit surrounding the state's response to their campaign. This democratic deficit frame had its inception in the state's initial omission of the health risks of incineration in the CWP. By exploiting this opportunity, GSE were able to establish their own credentials through their provision of interest-led science about the health risks. Another area of democratic deficit exploited by GSE was seen in the state's attempt to rush the CWP through without undergoing the proper public consultation process that was written in to regional waste plans. Furthermore, the state's removal of the councillor's powers to decide the waste issue contributed significantly to a local sense of democratic deficit.