Podejmowanie decyzji a efekt języka obcego: potencjalny wpływ na wyniki badań uzyskiwane na platformach crowdsourcingowych

In this paper, issues connected with conducting research on crowdsourcing platforms which are specific types of research panels are described. The focus lays on advantages and disadvantages of mentioned platforms and revealing how to mitigate the impact of disadvantages on collected data. Moreover, the article depicts the influence of the foreign language effect (reduced presence of heuristic biases in the decision-making process when decision is made in the foreign language compared to the native language) on decision-making, which may be one of the threats connected with conducting experiments on crowdsourcing platforms. The last section is a description of author’s own study in domain of investment decisions. Results reveal that processing in a foreign language influences the decision. Namely, participants in a foreign language condition were not influenced by the status quo effect.Artykuł przybliża czytelnikowi zagadnienia związane z prowadzeniem badań za pomocą platform crowdsourcingowych, czyli platform, które są swego rodzaju odmianą internetowych paneli badawczych. W opracowaniu przedstawiono wady i zalety prowadzenia badań z wykorzystaniem tej metody oraz opisano sposoby ograniczania wpływu wad na wyniki badania. Autor porusza również kwestię wpływu efektu języka obcego na podejmowanie decyzji (różnice wynikające z podejmowania decyzji w języku obcym w zestawieniu z językiem ojczystym, spowodowane obniżoną podatnością na heurystyki poznawcze w przypadku języka obcego). Dokonany został też przegląd wyników badań nad efektem języka obcego i w tym kontekście pokazano kolejne zagrożenie wynikające z prowadzenia badań na platformach crowdsourcingowych. Na koniec przedstawiono wyniki badań własnych dotyczących decyzji inwestycyjnych (efektu status quo), które potwierdzają hipotezę, że przetwarzanie w języku obcym może wpływać na podjętą decyzję – osoby badane z warunku języka obcego nie ulegały efektowi status quo

Expertise is in the eye of the beholder : financial advisor evaluations and client satisfaction as a result of advisor recommendations

Clients' satisfaction with financial advice provided by professional advisors depends on how this advice has fulfilled their expectations and goals. However, once a recommendation is made, a client is unable to predict and evaluate the real financial outcome of the advisor's proposal. In such a case, she/he can base her/his assessment on the characteristics ascribed to the financial advisor: her/his epistemic authority (competence) and level of caring. Additionally, clients expect to receive a "tailor-made" solution that takes into account her/his individual needs and characteristics. In the present study, we asked participants to evaluate financial experts who had recommended risky vs safe investments. The recommendations were congruent or incongruent with the clients' risk tolerance (high vs low). The kind of recommendation influenced the participants' evaluations of the advisors (and as a result, the clients' perceived satisfaction) only for low-risk tolerance clients. For these clients, investment recommendations that were not adjusted to their levels of risk tolerance led to lower evaluations of the advisors and consequently to lower evaluation of satisfaction with their visits. These lower evaluations regarded both dimensions: the interpersonal aspec t (caring) and competence in the field of finance (epistemic authority). Such incongruence between risk tolerance and the riskiness of the recommendation did not affect high-risk tolerance clients' advisor evaluations

National identity predicts public health support during a global pandemic

Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = −0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics.publishedVersio

Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning

At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning more about the characteristics determining attitudinal and behavioral responses to the pandemic is crucial to improving future interventions. In this study, we applied machine learning on the multinational data collected by the International Collaboration on the Social and Moral Psychology of COVID-19 (N = 51,404) to test the predictive efficacy of constructs from social, moral, cognitive, and personality psychology, as well as socio-demographic factors, in the attitudinal and behavioral responses to the pandemic. The results point to several valuable insights. Internalized moral identity provided the most consistent predictive contribution—individuals perceiving moral traits as central to their self-concept reported higher adherence to preventive measures. Similar results were found for morality as cooperation, symbolized moral identity, self-control, open-mindedness, and collective narcissism, while the inverse relationship was evident for the endorsement of conspiracy theories. However, we also found a non-neglible variability in the explained variance and predictive contributions with respect to macro-level factors such as the pandemic stage or cultural region. Overall, the results underscore the importance of morality-related and contextual factors in understanding adherence to public health recommendations during the pandemic.Peer reviewe

National identity predicts public health support during a global pandemic (vol 13, 517, 2022) : National identity predicts public health support during a global pandemic (Nature Communications, (2022), 13, 1, (517), 10.1038/s41467-021-27668-9)

Publisher Copyright: © The Author(s) 2022.In this article the author name ‘Agustin Ibanez’ was incorrectly written as ‘Augustin Ibanez’. The original article has been corrected.Peer reviewe

National identity predicts public health support during a global pandemic.

Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = -0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics

The psychological science accelerator’s COVID-19 rapid-response dataset

In response to the COVID-19 pandemic, the Psychological Science Accelerator coordinated three large-scale psychological studies to examine the effects of loss-gain framing, cognitive reappraisals, and autonomy framing manipulations on behavioral intentions and affective measures. The data collected (April to October 2020) included specific measures for each experimental study, a general questionnaire examining health prevention behaviors and COVID-19 experience, geographical and cultural context characterization, and demographic information for each participant. Each participant started the study with the same general questions and then was randomized to complete either one longer experiment or two shorter experiments. Data were provided by 73,223 participants with varying completion rates. Participants completed the survey from 111 geopolitical regions in 44 unique languages/dialects. The anonymized dataset described here is provided in both raw and processed formats to facilitate re-use and further analyses. The dataset offers secondary analytic opportunities to explore coping, framing, and self-determination across a diverse, global sample obtained at the onset of the COVID-19 pandemic, which can be merged with other time-sampled or geographic data

A global experiment on motivating social distancing during the COVID-19 pandemic

Finding communication strategies that effectively motivate social distancing continues to be a global public health priority during the COVID-19 pandemic. This cross-country, preregistered experiment (n = 25,718 from 89 countries) tested hypotheses concerning generalizable positive and negative outcomes of social distancing messages that promoted personal agency and reflective choices (i.e., an autonomy-supportive message) or were restrictive and shaming (i.e., a controlling message) compared with no message at all. Results partially supported experimental hypotheses in that the controlling message increased controlled motivation (a poorly internalized form of motivation relying on shame, guilt, and fear of social consequences) relative to no message. On the other hand, the autonomy-supportive message lowered feelings of defiance compared with the controlling message, but the controlling message did not differ from receiving no message at all. Unexpectedly, messages did not influence autonomous motivation (a highly internalized form of motivation relying on one’s core values) or behavioral intentions. Results supported hypothesized associations between people’s existing autonomous and controlled motivations and self-reported behavioral intentions to engage in social distancing. Controlled motivation was associated with more defiance and less long-term behavioral intention to engage in social distancing, whereas autonomous motivation was associated with less defiance and more short- and long-term intentions to social distance. Overall, this work highlights the potential harm of using shaming and pressuring language in public health communication, with implications for the current and future global health challenges