Collabra-Psychology最新文献

{"title":"Personality Computing With Naturalistic Music Listening Behavior: Comparing Audio and Lyrics Preferences","authors":"L. Sust, Clemens Stachl, Gayatri Kudchadker, M. Bühner, Ramona Schoedel","doi":"10.1525/collabra.75214","DOIUrl":"https://doi.org/10.1525/collabra.75214","url":null,"abstract":"It is a long-held belief in psychology and beyond that individuals’ music preferences reveal information about their personality traits. While initial evidence relates self-reported preferences for broad musical styles to the Big Five dimensions, little is known about day-to-day music listening behavior and the intrinsic attributes of melodies and lyrics that reflect these individual differences. The present study (N = 330) proposes a personality computing approach to fill these gaps with new insights from ecologically valid music listening records from smartphones. We quantified participants’ music preferences via audio and lyrics characteristics of their played songs through technical audio features from Spotify and textual attributes obtained via natural language processing. Using linear elastic net and non-linear random forest models, these behavioral variables served to predict Big Five personality on domain and facet levels. Out-of-sample prediction performances revealed that – on the domain level – Openness was most strongly related to music listening (r = .25), followed by Conscientiousness (r = .13), while several facets of the Big Five also showed small to medium effects. Hinting at the incremental value of audio and lyrics characteristics, both musical components were differentially informative for models predicting Openness and its facets, whereas lyrics preferences played the more important role for predictions of Conscientiousness dimensions. In doing so, the models’ most predictive variables displayed generally trait-congruent relationships between personality and music preferences. These findings contribute to the development of a cumulative theory on music listening in personality science and may be extended in numerous ways by future work leveraging the computational framework proposed here.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66881187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The International Mental Health Assessment: Validation of an Efficient Screening Inventory","authors":"A. Thalmayer, Julie Marshall, Kathleen Scalise","doi":"10.1525/collabra.74546","DOIUrl":"https://doi.org/10.1525/collabra.74546","url":null,"abstract":"The International Mental Health Assessment (IMHA) was developed to provide efficient screening to facilitate prevention and early intervention among employees or community adults at three levels of analysis: a P-factor of general functioning and tendency toward disorder; broad spectra of internalizing and externalizing tendencies and for life difficulties; and nine subscales for common, familiar psychological and behavioral health categories. This study describes the development, refinement, and validation of the inventory using item response theory (IRT), specifically the partial credit model (PCM). Explicit, behavior-focused items drew on commonalities among domain-specific inventories, the DSM-V and empirical literature. A response scale based on concrete frequency of occurrence over the last month was developed to avoid the reference-group effects that plague cross-group survey research, facilitating cross-group comparison at both scale and item levels. In Study 1, a preliminary 69-item version was administered to 5,307 employees, family members, and counseling clients. PCM calibration was used to remove items with overlapping discrimination or unclear scale correspondence. In Study 2, the refined 59-item IMHA was administered to 4,048 employees. In Study 3, the subscales were compared to relevant established inventories to assess and confirm their convergent/divergent validity in a third sample (N = 500). The final 54-item IMHA, intended both for screening for psychological problems among community adults and to facilitate research including cross-cultural and cross-group comparisons, is made available freely for educational, non-profit or research purposes. The three-level measurement strategy draws on recent evidence for the continuous nature of psychopathology and on the well-established co-morbidity of traditional disorder categories, making use of them for communication purposes without unnecessarily reifying them in the model.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66881303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Is It Safe Now? Intolerance of Uncertainty as a Pre-treatment Predictor of Exposure Outcome","authors":"Naomi Carpentier, D. Hermans, Sara Scheveneels","doi":"10.1525/collabra.77777","DOIUrl":"https://doi.org/10.1525/collabra.77777","url":null,"abstract":"Safety learning is considered to be a key aspect in attaining symptom reduction for patients with anxiety disorders. While treatment based on safety learning principles is highly effective in general, individual differences exist in the speed and retention of fear reduction. An individual difference variable that has been demonstrated to be associated with difficulties in safety learning in laboratory paradigms is intolerance of uncertainty, or the incapacity to endure the absence of key information and the corresponding perception of uncertainty. In this study, we sought to determine if intolerance of uncertainty is associated with the course and outcome of an exposure intervention. Intolerance of uncertainty was assessed in 104 subclinical spider-fearful participants, prior to a 30-minute exposure session in virtual reality. While the exposure session was found to be successful in modifying spider fear and avoidance, we failed to find significant correlations between intolerance of uncertainty and any of the outcome measures. Exploratory analyses assessed if intolerance of uncertainty was associated with reductions in physiological arousal during the exposure session itself. No significant correlations were found between intolerance of uncertainty and arousal reduction within the exposure exercises or throughout the session. In conclusion, deviating from some of the findings in extinction research, we failed to find evidence for associations between intolerance of uncertainty and the outcome and course of exposure. Still, additional research is needed to assess the replicability of these findings.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66881918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Are Natural Faces Merely Labelled as Artificial Trusted Less?","authors":"B. Liefooghe, Manuel Oliveira, L. M. Leisten, Eline Hoogers, H. Aarts, R. Hortensius","doi":"10.1525/collabra.73066","DOIUrl":"https://doi.org/10.1525/collabra.73066","url":null,"abstract":"Artificial intelligence increasingly plays a crucial role in daily life. At the same time, artificial intelligence is often met with reluctance and distrust. Previous research demonstrated that faces that are visibly artificial are considered to be less trustworthy and remembered less accurately compared to natural faces. Current technology, however, enables the generation of artificial faces that are indistinguishable from natural faces. In five experiments (total N = 867), we tested whether natural faces that are merely labelled to be artificial are also trusted less. A meta-analysis of all five experiments suggested that natural faces merely labeled as being artificial were judged to be less trustworthy. This bias did not depend on the degree of trustworthiness and attractiveness of the faces (Experiments 1-3). It was not modulated by changing raters’ attitude towards artificial intelligence (Experiments 2-3) or by information communicated by the faces (Experiment 4). We also did not observe differences in recall performance between faces labelled as artificial or natural (Experiment 3). When participants only judged one type of face (i.e., either labelled as artificial or natural), the difference in trustworthiness judgments was eliminated (Experiment 5) suggesting that the contrast between the natural and artificial categories in the same task promoted the labelling effect. We conclude that faces that are merely labelled to be artificial are trusted less in situations that also include faces labelled to be real. We propose that understanding and changing social evaluations towards artificial intelligence goes beyond eliminating physical differences between artificial and natural entities.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66880279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The Hazards of Daily Stressors: Comparing the Experiences of Sexual and Gender Minority Young Adults to Cisgender Heterosexual Young Adults During the COVID-19 Pandemic","authors":"Jessica P. Lougheed, Gizem Keskin, Sean Morgan","doi":"10.31234/osf.io/2d7bm","DOIUrl":"https://doi.org/10.31234/osf.io/2d7bm","url":null,"abstract":"Some individuals may be at greater risk for encountering stressors in daily life than others, especially those with minority identities. Initial evidence shows that the disparities between cisgender heterosexual (CH) individuals and sexual and gender minority (SGM) individuals on stress-related experiences may be exacerbated by the COVID-19 pandemic. We examined the daily stressors experienced by undergraduate students during the COVID-19 pandemic (stressor exposure), the association between the experience of daily stress and same-day negative mood (stressor reactivity), and whether these varied between undergraduate students with SGM identities and their CH counterparts using a 14-day daily diary design. We did not find significant differences between SGM and CH groups on stressor exposure or stressor reactivity. One common feature of daily diary data is right censoring, which is when some individuals do not experience specific events during the study duration. We used multilevel survival analysis, which accounts for right censored data, to examine group differences in the risks of stressor exposure. We discuss the statistical issues involved when right-censored cases are not taken into consideration in studies of stressor exposure and propose multilevel survival analysis as one solution to move the field towards more accurately understanding whether, when, and why SGM individuals are at greater risk for stressors.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69645098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Beyond Group Mean Differences: A Demonstration With Scale Scores in Psychology","authors":"J. Uanhoro, S. Stone‐Sabali","doi":"10.1525/collabra.57610","DOIUrl":"https://doi.org/10.1525/collabra.57610","url":null,"abstract":"In this paper, we present a model for comparing groups on scale score outcomes. The model has a number of features that make it desirable for analysis of scale scores. The model is based on ordinal regression, hence it is able to capture the shape of the data even when the data are highly discrete, or display marked ceiling or floor effects. Additionally, the model incorporates hierarchical modelling to create accurate summaries of the differences in the scale scores across groups. Statistically, the model assumes the data are ordinal, and hierarchically estimates the entire distribution of each group using factor smooths. Substantively, the model is capable of: estimating location-based, dispersion-based and ordinal descriptives estimates for each group; estimating the uncertainty about these estimates; and performing pairwise comparisons of the different estimates. The estimation method is Bayesian, however, we have created a GUI-based application that users may install on their computer to run the model, reducing the barrier to applying the method. The application takes in the raw data and user input, runs the model, and returns multiple model-based graphical summaries of patterns in the data, as well as tables for more precise reporting. We also share code that allows users extend the model to additional research contexts.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66879504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Binge Eating and Health Behaviors During Times of High and Low Stress Among First-year University Students","authors":"M. Lamb, Andrea L. Howard","doi":"10.1525/collabra.68028","DOIUrl":"https://doi.org/10.1525/collabra.68028","url":null,"abstract":"The current study examined the influence of physical activity and sleep on binge eating during times of typically higher-and lower-stress over the academic year (n=394, Mage=18.6). First-year undergraduate students completed surveys of physical activity, sleep, and binge eating behaviors across four waves spanning the academic year. Results of multilevel models revealed relatively stable binge eating scores across the academic year. We found no robust associations between physical activity or sleep and binge eating during times of high and low stress. Small effects in this study, consistent with other non-clinical samples, highlight that eating behaviors are resistant to change.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"18 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66879926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Understanding Individual Attitude to Money: A Systematic Scoping Review and Research Agenda","authors":"Giulia Sesini, E. Lozza","doi":"10.1525/collabra.77305","DOIUrl":"https://doi.org/10.1525/collabra.77305","url":null,"abstract":"In the last decades, several disciplines have started to investigate the heterogeneous meanings attributed to money, contributing to defying the classic vision of money as a purely neutral object through an interdisciplinary perspective. Notably, the construct of money attitude, defined as a mirror of perceptions, beliefs, and feelings about money, has captured attention. Considering the richness and fragmentation of previous literature around the construct, a systematic scoping review was conducted to (1) inquire into how money attitude was measured from a methodological perspective and (2) map its connections with key correlates, such as demographics, macro-economic factors, personality, financial practices, and job-related variables. Through a systematic search in four databases, 226 articles were selected, including studies from both economic and social sciences. From a methodological perspective, several validated scales exist, which only partially overlap, outlining the heterogeneity of the construct of money attitude. Furthermore, the relationship between money attitudes and key correlates emerges as complex and occasionally blurred. Based on these results, an integrative framework is proposed and directions for future research are outlined, discussing methodological specificities of validated scales and alternative methodologies. Additionally, overlooked topics deserving further examination are highlighted, including the investigation of emotional underpinnings of money, antecedents of money attitudes and their relationship with unsound behaviors. Implications for practitioners are also discussed, from the need to recognize the role of money attitude in the client–financial advisor relationship to the importance of consumers’ segmentation.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66881803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Psychometric Properties of the Spanish Version of the Complex Postformal Thought Questionnaire: Developmental Pattern and Significance and Its Relationship With Cognitive and Personality Measures","authors":"Antonio Contreras, J. C. Suárez-Falcón, M. Caprara, Pilar Pozo, I. Gómez-Veiga, E. Cabras","doi":"10.1525/collabra.67993","DOIUrl":"https://doi.org/10.1525/collabra.67993","url":null,"abstract":"Postformal thought is the highest state of thinking in adults, extending beyond formal operations. Sinnott’s Complex Postformal Thought Questionnaire (PFTQ) is one of the most widely used measures of this construct and thus, the main aim of this study was to translate a Spanish version of the PFTQ and to validate it using a sample of 1093 subjects aged from 18 to 71 years. A cross-validation study was carried out and measurement invariance was analyzed by gender and across age groups: emerging adults, 18-29 years; established adults, 30-45 years; and middle-aged adults, 46-60 years. Furthermore, evidence of validity was assessed relative to cognitive and personality measures (i.e.: mindfulness, grit, resilience, intolerance of uncertainty, conscientiousness, metacognition and learning strategies), as was the developmental pattern of the PFTQ. In the cross-validation study, both the exploratory and confirmatory factor analyses indicated it was appropriate to consider a unidimensional structure. Likewise, the PFTQ exhibited good psychometric properties (α = .84; Ω = .83), and there was reasonable evidence of strict invariance by gender and across age groups. Moreover, the PFTQ was significantly and positively related to metacognition, learning strategies, mindfulness, conscientiousness, resilience and grit, whereas it was significantly and negatively related to intolerance of uncertainty, albeit to a lesser extent. Finally, a developmental progression of the PFTQ was observed during adulthood, with significant differences observed between the latent means of the three age groups, which was associated with moderate effect sizes between the emerging and the established or middle-age adult groups (d = 0.28 and d = 0.37, respectively). By contrast, a very small and practically negligible effect size was detected between the established and middle-aged adult groups (d = 0.09). Relativistic operations would appear to underlie psychosocial development in established adulthood, when they are most needed. Overall, the Spanish version of the PFTQ showed good psychometric properties and validity evidence of its utility to studying adult thinking.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66879734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Hypothesis Testing Preferences in Research Decision Making","authors":"Stephanie M. Anglin, Caitlin Drummond Otten, S. Broomell","doi":"10.1525/collabra.73029","DOIUrl":"https://doi.org/10.1525/collabra.73029","url":null,"abstract":"Public opinion about research can affect how society gathers evidence through public support for research funding. Studies consistently show that people selectively search for and evaluate evidence in ways that are partial to their pre-existing views. The present research tested how these processes influence public support for new research on politicized topics, examining individuals’ preferences for conducting studies that were otherwise identical except for the direction of the hypothesis. In two preregistered experiments, participants made choices between two hypothetical studies with opposing hypotheses on a polarized topic, first in the absence of evidence and then with conflicting evidence after researchers had collected evidence supporting their respective hypotheses. We predicted that participants would report greater belief-consistent preferences in the absence of evidence than presence of conflicting evidence. However, participants preferred to conduct the belief-consistent study in both the absence and presence of conflicting evidence. Importantly, individual differences emerged in participants’ preferences and reasoning: those who reported no preference scored higher in scientific reasoning and actively open-minded thinking. These findings suggest that, on average, laypeople prioritize research with belief-consistent hypotheses, but those with stronger scientific reasoning and actively open-minded thinking were more likely to recognize the studies were scientifically equivalent and report a neutral preference.","PeriodicalId":45791,"journal":{"name":"Collabra-Psychology","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66880079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}