As data analytic methods in the managerial sciences become more sophisticated, the gap between the descriptive data typically presented in Table 1 and the analyses used to test the principal hypotheses advanced has become increasingly large. This contributes to several problems including: (1) the increasing likelihood that analyses presented in published research will be performed and/or interpreted incorrectly, (2) an increasing reliance on statistical significance as the principal criterion for evaluating results, and (3) the increasing difficulty of describing our research and explaining our findings to non-specialists. A set of simple methods for assessing whether hypotheses about interventions, moderator relationships and mediation, are plausible that are based on the simplest possible examination of descriptive statistics are proposed.

Pandemics have historically shaped the world of work in various ways. With COVID-19 presenting as a global pandemic, there is much speculation about the implications of this crisis for the future of work and for people working in organizations. In this article, we discuss 10 of the most relevant research and practice topics in the field of industrial and organizational psychology that will likely be strongly influenced by COVID-19. For each of these topics, the pandemic crisis is creating new work-related challenges, but it is also presenting various opportunities. The topics discussed herein include occupational health and safety, work–family issues, telecommuting, virtual teamwork, job insecurity, precarious work, leadership, human resources policy, the aging workforce, and careers. This article sets the stage for further discussion of various ways in which I-O psychology research and practice can address the issues that COVID-19 creates for work and organizational processes that are affecting workers now and will shape the future of work and organizations in both the short and long term. This article concludes by inviting I-O psychology researchers and practitioners to address the challenges and opportunities of COVID-19 head-on by proactively adapting the work that we do in support of workers, organizations, and society as a whole.

Professional ethics has not been a major focus in industrial-organizational (I-O) psychology—in comparison with our study of unethical behavior in organizations. Consequently, we know very little about ethical situations actually faced by I-O psychologists. This article presents and tests a structural perspective on understanding the nature of ethical dilemmas that can facilitate such study. A taxonomy of five paradigmatic forms of ethical dilemmas is defined and placed in a theoretical context. Narrative descriptions of 292 ethical situations were obtained from a sample of 228 professional members of the Society for Industrial and Organizational Psychology (SIOP) in the United States and were used to empirically test the taxonomy. The narratives were content analyzed for form of dilemma, work domain of occurrence, relevance to human resource administration concerns, and favorability of the situation’s resolution. The work domains that were most problematic were academic research/publication activities, individual assessment/assessment centers, consulting issues regarding the client, and academic supervising/mentoring. There were no significant differences as a function of respondents’ sex, seniority, or professional membership status (member/fellow). This relatively “content free” structural aspect of ethical dilemmas enables comparisons across different domains (of professions, organizations, demographic groups, age cohorts, etc.) in which the overt idiosyncratic ethical problems experienced are not commensurable. Similarly, it can yield interpretable longitudinal comparisons despite changes in the manifestations of ethical problems encountered over time.