Cities increasingly will have to demonstrate a strong commitment to reputational equity to remain attractive places to live, work, play, and do business given the racially and ethnically disparate impacts of Covid-19 pandemic and recent senseless killings of unarmed African Americans that spawned a nationwide protest movement. We leverage evidence-based best practices of inclusive and equitable development from the research literature to devise a reputational equity checklist—a portfolio of strategies, policies, tactics, procedures and practices cities will need to embrace to dismantle all forms of “Isms” and “Phobias” that are principally responsible for the major divisions that exist in American society today.
We examine trends in the use of predictive analytics for a sample of more than 25,000 manufacturing plants using proprietary data from the US Census. Comparing 2010 and 2015, we find that use of predictive analytics has increased markedly, with the greatest use in younger plants, professionally-managed firms, more educated workforces, and stable industries.
We investigate a novel determinant of financial distress, namely individuals' self-efficacy, or belief that their actions can influence the future. Individuals with high self-efficacy are more likely to take precautions that mitigate adverse financial shocks. They are subsequently less likely to default on their debt and bill payments, especially after experiencing negative shocks such as job loss or illness. Thus, non-cognitive abilities are an important determinant of financial fragility and subjective expectations are an important factor in household financial decisions.