Contextual factors predicting compliance behavior during the COVID-19 pandemic: A machine learning analysis on survey data from 16 countries.

Voluntary isolation is one of the most effective methods for individuals to help prevent the transmission of diseases such as COVID-19. Understanding why people leave their homes when advised not to do so and identifying what contextual factors predict this non-compliant behavior is essential for policymakers and public health officials. To provide insight on these factors, we collected data from 42,169 individuals across 16 countries. Participants responded to items inquiring about their socio-cultural environment, such as the adherence of fellow citizens, as well as their mental states, such as their level of loneliness and boredom. We trained random forest models to predict whether someone had left their home during a one week period during which they were asked to voluntarily isolate themselves. The analyses indicated that overall, an increase in the feeling of being caged leads to an increased probability of leaving home. In addition, an increased feeling of responsibility and an increased fear of getting infected decreased the probability of leaving home. The models predicted compliance behavior with between 54% and 91% accuracy within each country's sample. In addition, we modeled factors leading to risky behavior in the pandemic context. We observed an increased probability of visiting risky places as both the anticipated number of people and the importance of the activity increased. Conversely, the probability of visiting risky places increased as the perceived putative effectiveness of social distancing decreased. The variance explained in our models predicting risk ranged from < .01 to .54 by country. Together, our findings can inform behavioral interventions to increase adherence to lockdown recommendations in pandemic conditions.

The matching effect in persuasive communication about lockdown.

Scientific literature about persuasion has shown that the effectiveness of persuasive communication may depend on the match between the affective or cognitive contents of the message and the affective [(Need for Affect (NFA)] or cognitive [Need for Cognition (NFC)] orientation of the recipient. The present work aims to contribute to studying this effect by considering the context of health-related communication during the SARS-CoV-2 infection. Specifically, we aim to demonstrate that, when the message is characterized by affective and cognitive contents having the same (congruent message) or different valence (incongruent message), the attitude toward the target (i.e., a new lockdown) will be guided by the valence of the contents matching the individual affective/cognitive orientation. A total of 1,003 participants took part in a 2 (Cognitive content message: Positive vs. Negative) × 2 (Affective content message: Positive vs. Negative) factorial design and answered an online questionnaire. Results show that people with high levels of NFA and low levels of NFC report attitudes toward lockdown consistent with the valence of the affective contents. Conversely, attitudes of people with high levels of NFC and low levels of NFA were not influenced by contents that matched their orientation (i.e., cognitive).

Exploring the neural correlates of the reversed letter effect: Evidence from left and right parietal patients.

To investigate the hemispheric lateralization of attentional processes during visual search tasks depending on the stimulus material embedding the target, twelve patients with unilateral left (n = 7) or right (n = 5) parietal lesions and 20 age and education matched healthy controls (HC) were recruited. We used a visual search task for a uniquely tilted oblique bar embedded in an object shape 'N' or in its mirror reversal 'И'. The accuracy and the averaged reaction times (RTs) in each stimulus type ('N' or 'И') were analysed. HC presented significantly longer RTs when the target bar was embedded in 'N' among its mirror reversed 'И' (p < .05). This "reversed letter effect" was also found in the right parietal patients (p < .001), while no evidence of a reversed letter effect was found in the left parietal patients.

The WHAAM Application: a Tool to Support the Evidence-Based Practice in the Functional Behaviour Assessment.

BACKGROUND: The most recent computing technologies can promote the application of evidence-based practice (EBP) in the field of Applied Behavior Analysis (ABA). OBJECTIVE: The study describes how the use of technology can simplify the application of evidence-based practices in applied behaviour analysis. METHODS: The WHAAM application demonstrates this in the following two case studies. We are monitoring dysfunctional behaviours, collecting behavioural data, performing systematic direct observations, creating a visual baseline and intervention charts and evaluating the planned interventions using the TAU-U statistical index. RESULTS: Significant positive changes of children's problem behaviours are observed and recorded. Both the duration of the identified behaviour "to get out of bed in time" (r = -.79, TAU-U = -.58, p < .05) and the frequency of the behaviour "interrupting others" (r= -.96, TAU-U = -.82, p < .01) decreased. CONCLUSION: the WHAAM application is an effective tool to support functional behaviour assessments and it is an example of how technology can support practitioners by facilitating the application of evidence-based practices and increasing the communication among clinical, educational and family environments.

The effect of perspective taking on the mediation process.

BACKGROUND: Previous research demonstrated several benefits of strategic perspective taking in the field of intergroup relations and, more specifically, in the negotiation processes aimed at conflict resolution. The present study, which analyzes the effect of perspective taking and mediation in a conflict setting, corroborates the psychological models that hypothesize the positive effects of the assumption of the competitor's perspective on having intergroup conflict and lessening of negative consequences. MATERIALS AND METHODS: After being involved in an epistolary debate on a topic for which their ingroup had very contrasting views compared to an outgroup, participants were asked to use a feeling thermometer to assess their level of intergroup hostility. Mediation was then used as a conflict-resolution strategy for half of the participants. Furthermore, the assumption of perspective was manipulated, resulting in a 2 (conflict: presence vs absence) × 2 (perspective taking: presence vs absence) × 2 (mediation: presence vs absence) between-subjects design. Finally, participants were asked to use the same feeling thermometer to evaluate whether feelings of hostility diminished. RESULTS: The results show that in conflict situations, the level of hostility decreases the most when the mediation process is accompanied by perspective taking. CONCLUSION: The results extend recent results about the advantages of a significant social ability - perspective taking - for improving intergroup relations.

Immigrants Psychopathology: Emerging Phenomena and Adaptation of Mental Health Care Setting by Native Language.

Mental health of immigrants is an important social and clinical issue. Immigrants may report higher rates of mental disorders and lower levels of use of mental health service with respect to natives. The aim of the present work is to review recent findings of the psychopathology of immigrants and analyze how to adapt the mental care settings through the use of mother tongues. We searched the literature to individuate and review the most recent scientific articles focused on the psychopathology of immigrants realized in Europe. Moreover, we summarized the guidelines about immigrants mental health care and we focused on the barriers caused by language. We individuated 15 papers reporting data about mental disorders among immigrants and the related risk and protective factors. The articles reported information about psychosis, depression, anxiety, post-traumatic stress disorder, somatization and suicide rates. Risk and protective factors are individuated mainly among social factors (e.g. ethnic density effect, hosting countries' policies). Furthermore, immigrants encounter language barriers in the use of mental care services. The realization of cross-cultural training and the development of a working alliance between clinicians and interpreters resulted to be effective solutions even if these interventions are not frequently implemented. The extent of migratory flows and the related difficulties experienced by immigrants require attention and well-informed interventions. The high rates of incidence of mental disorder and the strict number of services who implement interventions taking into accounts fundamental aspect as language show that there is still a lot to do.