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Measuring feelings about choices and risks: The Berlin Emotional Responses to Risk Instrument (BERRI)
Authors:Dafina Petrova  Edward T Cokely  Agata Sobkow  Jakub Traczyk  Dunia Garrido  Rocio Garcia-Retamero
Institution:1. Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain;2. University of Oklahoma, Norman, Oklahoma, USA

Harding Center for Risk Literacy, Max Planck Institute for Human Development, Berlin, Germany;3. Center for Research on Improving Decision Making (CRIDM), Faculty of Psychology in Wroclaw, SWPS University of Social Sciences and Humanities, Wroclaw, Poland;4. Departamento de Psicología Evolutiva y de la Educación, Universidad de Granada, Granada, Spain;5. Universidad de Granada, Granada, Spain

Departamento de Psicología Evolutiva y de la Educación, Universidad de Granada, Granada, Spain

Departamento de Psicología Experimental, Universidad de Granada, Granada, Spain

Abstract:We introduce a brief instrument specifically validated for measuring positive and negative feelings about risks—the Berlin Emotional Responses to Risk Instrument (BERRI). Based on seven studies involving diverse adults from three countries (n = 2120), the BERRI was found to robustly estimate anticipatory affective reactions derived from subjective evaluations of positive (i.e., assured, hopeful, and relieved) and negative emotions (i.e., anxious, afraid, and worried). The brief BERRI outperformed a 14-item assessment, uniquely tracking costs/benefits associated with cancer screening among men and women (Studies 1 and 2). Predictive validity was further documented in paradigmatic risky choice studies wherein options varied over probabilities and severities across six contexts (health, social, financial, technological, ethical, and environmental; Study 3). Studies 4–6, conducted during the Ebola epidemic and COVID-19 pandemic, indicated BERRI responses were sensitive to subtle effects caused by emotion-related framing manipulations presented in different cultures and languages (the United States, Spain, and Poland). Study 7 indicated BERRI responses remained stable for 2 weeks. Although the BERRI can provide an estimate of overall affect, choices were generally better explained by the unique influences of positive and negative affect. Overall, results suggest the novel, brief instrument can be an efficient tool for high-stakes research on decision making and risk communication.
Keywords:affect  cognitive biases  decision making  emotions  risk communication  risk literacy  risk perception  risky choice  risky prospects
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