State-level politicization of crisis communication on Twitter during COVID-19: Conceptualization, measurement, and impacts

The political dimension of crisis communication remains understudied in public administration. We defined the politicization of government crisis communication as the employment of politics-oriented communication strategies in crisis messaging. We further examined the state-level politicization occurring during COVID-19 and its influence on public engagement and policy compliance. We applied machine learning algorithms to analyze 43,642 Twitter messages posted by fifty US state governors, assessing the extent to which these governors politicized crisis communication. We compiled data from multiple sources to explore the influence of communication politicization on public engagement and compliance behaviors. While most governors showed major concerns regarding reputation and blame, their level of politicization and selection of communication strategies varied. Increased levels of communication politicization discouraged the public's online engagement and policy compliance. Excessive levels of political consideration could undermine the legitimacy and effectiveness of government crisis communication, and thus an examination of their relationship was essential.

The longitudinal association between Perceived Stress, PTSD Symptoms, and Post-Traumatic Growth during the COVID-19 Pandemic: the role of coping strategies and psychological inflexibility.

The present study investigates the mediating roles of psychological inflexibility and differential coping strategies on perceived stress and post-traumatic symptoms and growth in the context of COVID-19. Study one recruited 662 participants (54.8% women; Mage = 40.64 years, SD = 13.04) who completed a cross-sectional questionnaire. It was proposed that orientation to the problem, avoidance strategies, psychological inflexibility, and positive attitude were mediators for the positive association between perceived stress and PTSD symptoms. The fit indices for the path model were excellent: CFI = 0.977, TLI = 0.950, RMSEA = 0.057 [90%CI = 0.043-0.081], and SRMS = 0.042. Gender and stressful events encountered had indirect effects on the endogenous variables. In study two, 128 participants (57.8% women; Mage = 42.30, SD = 12.08) were assessed for post-traumatic growth one year later. Psychological inflexibility and orientation acted as mediators between perceived stress and PTSD symptoms. Furthermore, a novel path model was constructed in which psychological inflexibility and orientation to the problem as mediators for perceived stress and PTSD symptoms. The indices for the path model were excellent: CFI = 0.99, TLI = 0.97, RMSEA = 0.055 [90%CI = 0.001-0.144], and SRMS = 0.49. Furthermore, PTSD symptoms, psychological inflexibility, and orientation to the problem predicted post-traumatic growth. Specifically, both orientation to the problem (ß = .06 [90%CI: .01;.13]) and psychological inflexibility (ß = .14 [90%CI: .08;.26]) had an indirect effect on post-traumatic growth. Overall, these results significantly contribute to the literature as orientation to the problem positively predicted PTSD symptoms and post-traumatic growth one year later while psychological inflexibility predicted PTSD symptoms and less post-traumatic growth one year later. These results underline the importance of assessing both symptomology and psychological growth to determine adaptive coping strategies in specific contexts.