An Evaluation of Amazon's Mechanical Turk, Its Rapid Rise, and Its Effective Use

Power to Detect What? Considerations for Planning and Evaluating Sample Size

ACADEMIC ABSTRACT

In the wake of the replication crisis, social and personality psychologists have increased attention to power analysis and the adequacy of sample sizes. In this article, we analyze current controversies in this area, including choosing effect sizes, why and whether power analyses should be conducted on already-collected data, how to mitigate the negative effects of sample size criteria on specific kinds of research, and which power criterion to use. For novel research questions, we advocate that researchers base sample sizes on effects that are likely to be cost-effective for other people to implement (in applied settings) or to study (in basic research settings), given the limitations of interest-based minimums or field-wide effect sizes. We discuss two alternatives to power analysis, precision analysis and sequential analysis, and end with recommendations for improving the practices of researchers, reviewers, and journal editors in social-personality psychology.

PUBLIC ABSTRACT

Recently, social-personality psychology has been criticized for basing some of its conclusions on studies with low numbers of participants. As a result, power analysis, a mathematical way to ensure that a study has enough participants to reliably "detect" a given size of psychological effect, has become popular. This article describes power analysis and discusses some controversies about it, including how researchers should derive assumptions about effect size, and how the requirements of power analysis can be applied without harming research on hard-to-reach and marginalized communities. For novel research questions, we advocate that researchers base sample sizes on effects that are likely to be cost-effective for other people to implement (in applied settings) or to study (in basic research settings). We discuss two alternatives to power analysis, precision analysis and sequential analysis, and end with recommendations for improving the practices of researchers, reviewers, and journal editors in social-personality psychology.

The Cyborg Method: A Method to Identify Fraudulent Responses from Crowdsourced Data

Crowdsourcing is an essential data collection method for psychological research. Concerns about the validity and quality of crowdsourced data persist, however. A recent documented increase in the number of invalid responses within crowdsourced data has highlighted the need for quality control measures. Although a number of approaches are recommended, few have been empirically evaluated. The present study evaluated a Cyborg Method that used automated evaluation of participant meta-data and a review of short answer responses. Two samples were recruited - in the first, the Cyborg Method was applied after data collection to gauge the extent to which invalid responses were collected when a priori quality controls were absent. In the second, the Cyborg Method was applied during data collection to determine if the method would proactively screen invalid responses. Results suggested that Cyborg Method identified a substantial portion of invalid responses and both automated and human evaluation components was necessary. Furthermore, the Cyborg Method could be applied proactively to screen invalid responses and substantially reduced the per participant cost of data collection. These results suggest that the Cyborg Method is a promising means by which to collect high quality crowdsourced data.

Does parental use of harsh discipline and punishment in response to ambiguous child situations vary by child physical abuse risk?

BACKGROUND/OBJECTIVES

The present study investigated the extent to which fathers and mothers at high-risk and low-risk for child physical abuse (CPA) differed in their use of harsh discipline and punishment when presented ambiguous child situations (situations where differences in positive and negative valences are close to zero).

PARTICIPANTS/METHODS

High-risk for CPA parents (N = 74: fathers, n = 41; mothers, n = 33) and low-risk parents (N = 178: fathers, n = 91; mothers, n = 87) were asked to indicate their likelihood of using harsh verbal discipline (HVD), harsh physical discipline (HPD), and punishment (i.e., retributive harm separate from HVD and HPD) after viewing each of eighteen ambiguous child situations.

RESULTS

As expected, high-risk, compared to low-risk, for CPA parents were significantly (ps < 0.001) more likely to use HVD (d = 0.546), HPD (d = 0.595), and punishment (d = 0.564). Overall, fathers, relative to mothers, were significantly more likely to use HVD (d = 0.261) and HPD (d = 0.238). For punishment, however, there was no significant parental role (father, mother) difference (d = 0.136).

CONCLUSIONS

Since in everyday living situations many child behaviors are ambiguous, the findings that parents, especially high-risk for CPA parents, use harsh discipline and punishment when encountering ambiguous child situations suggest that non-contingent harsh child-related parental behaviors may be frequent in the lives of some children. The findings that parents may use non-contingent discipline and punishment suggest the need to explore whether, when these parenting behaviors occur, they increase the likelihood of negative child outcomes.

Development of the modified Highly Processed Food Withdrawal Scale (mProWS)

The Highly Processed Food Withdrawal Scale (ProWS) is a 29-item measure that operationalizes physical and psychological indicators of withdrawal symptoms associated with cutting down on the consumption of ultra-processed foods. The current study developed a briefer 7-item version of the ProWS (modified ProWS; mProWS) using the participant sample from the ProWS validation paper (n = 231). Then, in an independent sample recruited from Amazon Mechanical Turk, 244 participants (55.3% females) completed the mProWS, the ProWS, and measures of eating-related constructs in order to evaluate the psychometric properties of the mProWS, relative to the ProWS. The mProWS and the ProWS performed similarly on indexes of reliability, convergent validity with addictive-like eating behavior (e.g., Yale Food Addiction Scale 2.0 symptom count), discriminant validity with distinct measures (e.g., cognitive desire to restrict food consumption), and incremental validity evidenced by associations with weight cycling above and beyond body mass index (BMI) and YFAS 2.0 symptoms. The mProWS may be an appropriate choice for studies with higher participant burden (e.g., ecological momentary assessment) to assess withdrawal symptoms in real-time when they occur in response to cutting down on ultra-processed foods.

Profiles of trauma exposure type and their associations to pain-related outcomes among adults with chronic pain: A two-year longitudinal study

Individuals with chronic pain report disproportionally higher rates of trauma; yet, it is unclear whether different types of trauma (e.g., sexual, accidental trauma) are associated with worse pain outcomes. The present study sought to: 1) identify subgroups of people with chronic pain based on trauma type; and 2) determine whether subgroups differ in terms of pain characteristics over a two-year period. Individuals with chronic pain (N = 1,451) participated in an online study and completed self-report questionnaires at baseline, 3-, 12- and 24-month follow-up. Trauma was assessed via the Life Events Checklist for DSM-5. Pain intensity and interference were measured via the Brief Pain Inventory and pain distribution was evaluated using the Widespread Pain Index. Latent class analyses produced a three-class solution consisting of individuals with high and diverse trauma (16.3%), high sexual trauma (18.4%), and low/accidental trauma (57.1%) with the rest of the sample endorsing no trauma history (8.2%). After controlling for key demographic variables and baseline outcome levels, individuals in the high and diverse trauma group endorsed higher levels of pain severity and interference at the 3 and 12-month follow-ups compared to the group with no trauma (p<.01). Additionally, relative to the no trauma group, individuals in the high sexual trauma group reported higher levels of pain interference and more widespread pain at the 3-month follow-up (p<.05). Findings underscore the importance of screening for trauma and suggest that the type and variety of trauma experienced may be relevant to pain-related outcomes. PERSPECTIVE: This article highlights how an individual's unique trauma history may be related to their current pain experience. Knowledge of the type and frequency of past trauma may have relevant clinical implications for the treatment of chronic pain.

Speech production and perception data collection in R: A tutorial for web-based methods using speechcollectr

This tutorial is designed for speech scientists familiar with the R programming language who wish to construct experiment interfaces in R. We begin by discussing some of the benefits of building experiment interfaces in R-including R's existing tools for speech data analysis, platform independence, suitability for web-based testing, and the fact that R is open source. We explain basic concepts of reactive programming in R, and we apply these principles by detailing the development of two sample experiments. The first of these experiments comprises a speech production task in which participants are asked to read words with different emotions. The second sample experiment involves a speech perception task, in which participants listen to recorded speech and identify the emotion the talker expressed with forced-choice questions and confidence ratings. Throughout this tutorial, we introduce the new R package speechcollectr, which provides functions uniquely suited to web-based speech data collection. The package streamlines the code required for speech experiments by providing functions for common tasks like documenting participant consent, collecting participant demographic information, recording audio, checking the adequacy of a participant's microphone or headphones, and presenting audio stimuli. Finally, we describe some of the difficulties of remote speech data collection, along with the solutions we have incorporated into speechcollectr to meet these challenges.

Psychosocial Competencies Among Clinic-Referred and Community-Based Children: Known-Groups Validity of the Psychosocial Strengths Inventory for Children and Adolescents (PSICA)

Child psychosocial competencies protect against the development of psychopathology, ameliorate existing psychosocial problems, and predict positive long-term developmental cascades. Assessment of these competencies can improve identification of children in need of psychosocial services, enrich treatment planning, and improve treatment progress and outcome monitoring. Yet, appropriate measures are limited. One promising option is the Psychosocial Strengths Inventory for Children and Adolescents (PSICA), although its discriminative properties were formerly unknown. The present study evaluated the PSICA's sensitivity, specificity, and optimal cutoff scores with 228 youth (38 clinic-referred and 190 community-based youth with case-control matching) ages 2-10 years (Mage = 5.8, 71% boys, 77% White). Results indicated large, significant discrepancies, with clinic-referred youth rated as having less overall psychosocial competence overall and across domains of compliance, prosociality, and attention. Caregivers also reported significantly less satisfaction with the psychosocial competence of clinic-referred versus community youth. Discriminative accuracy of the PSICA's Frequency and Satisfaction scales, and its subscales, were good-to-excellent. Such discriminative accuracy and empirically derived, if preliminary, cutoff scores further support the PSICA as a pragmatic, psychometrically strong tool to screen children for referral into services, and potentiate future investigations into the PSICA's use in treatment planning and evaluation.

Women's Use of Intimate Partner Aggression: Associations With Sexist Experiences

Identity-based discrimination experiences have been associated with intimate partner aggression (IPA) use, yet very little research has examined sexist discrimination. This study explored whether women's experiences of sexist discrimination are associated with their IPA use. Participants were 626 predominantly white, cisgender, heterosexual women who completed self-report measures online. Women's sexist experiences were significantly and positively correlated with their IPA use, even after controlling for recent stressful experiences and gender-based violence exposures. Psychological distress symptoms significantly mediated the relation between sexist experiences and IPA use. The findings demonstrate the importance of considering the role of sexism in women's IPA.

Phenotypical divergence between self-reported and clinically ascertained autism

While allowing for rapid recruitment of large samples, online psychiatric and neurodevelopmental research relies heavily on participants' self-report of neuropsychiatric symptoms, foregoing the rigorous clinical characterization of laboratory settings. Autism spectrum disorder (ASD) research is one example where the clinical validity of such an approach remains elusive. Here, we compared participants characterized online via self-reports against in-person participants evaluated by clinicians. Despite having comparable self-reported autism symptoms, the online high-trait group reported significantly more social anxiety and avoidant behavior than in-person ASD subjects. Within the in-person sample, there was no relationship between self-rated and clinician-rated autism symptoms, suggesting these approaches may capture different aspects of ASD. The online high-trait and in-person ASD participants also differed in their behavior in well-validated social decision-making tasks: the in-person group perceived having less social control and acted less affiliative towards virtual characters. Our study aimed to draw comparisons at three levels: methodological platform (online versus in-person), symptom measurement (self- versus clinician-report), and social behavior. We identified a lack of agreement between self- and clinician-rated measures of symptoms and divergent social tendencies in groups ascertained by each method, highlighting the need for differentiation between in-person versus online samples in autism research.

Influence of Betrayal Trauma on Schizotypal Personality Pathology

Schizotypal personality pathology (SZP) is a persistent and debilitating problem for a substantial number of people. Research on SZP has typically emphasized its biological and more specifically genetic origins. However, recent research has highlighted the potential influence of trauma on SZP. This research is promising, although it has thus far focused primarily on type of trauma (e.g., different types of abuse vs. neglect in childhood) rather than who perpetrated the trauma. Previous studies on both personality pathology in general and psychotic-spectrum experiences characteristic of SZP in particular have highlighted the influence of trauma perpetrated by someone with whom the trauma survivor was close (i.e., betrayal trauma), although this has not yet been examined with respect to SZP specifically. In this study we examined this, evaluating the influence of trauma with varying degrees of betrayal on SZP in a sample of adults (N = 364) using structural equation modeling. Results suggest that interpersonal trauma in general was associated with higher levels of SZP. Findings further indicate that for women but not men, trauma with a high degree of betrayal was uniquely associated with SZP. These results underscore the potential role of trauma in SZP and have implications for future research on and intervention with people with high levels of SZP.

Crowdsourcing Opinions and Awareness of Upper Extremity Transplantation in the United States

Introduction As of 2008, the United States had 41,000 people living with upper extremity amputation. This number is projected to reach 300,000 by 2050. Human upper extremity transplantation (HUET) may become a more common treatment option with the potential to significantly improve the quality of life for certain amputees. Awareness and opinions regarding HUET among Americans, particularly in Veterans/Service Members (VSM) affiliates, are largely unknown. Materials and methods We administered a survey on Amazon Mechanical Turk (MTurk) workers. Eligible participants were US citizens aged ≥18 years; MTurk worker selection targeted workers who self-reported being a VSM. We used descriptive statistics to summarize study findings and Fisher's exact and Wilcoxon's rank-sum tests for between-group comparisons. Results The survey was completed by 764 individuals, 604 (79.1%) of whom reported being aware of HUET. Among those familiar versus unfamiliar, a significantly higher proportion were aged ≤35 years (n=385, 64.0% vs. n=86, 53.7%; p=0.017), employed (n=523, 86.6% vs. n=114, 71.3%; p<0.001), and aware of their religion's stance on organ/tissue donation (n=341, 54.5% vs. n=62, 38.8%; p<0.001). Amputees and/or respondents related to an amputee were more likely to be aware of HUET than individuals who were amputation naive (n=211, 90.6% vs. n=393, 74.0%, respectively; p<0.001), as were individuals with a personal or familial military affiliation (n=286, 85.4% with vs. n=318, 74.1% with no affiliation; p<0.001). The most reported HUET information sources were digital media (n=157, 31.2%) and internet (n=137, 27.2%). Conclusions Our survey of MTurk workers found greater awareness of HUET among individuals with a VSM or amputee connection. Our additional findings that the internet and academic sources, such as journals or reputable medical publications, were respondents' preferred sources of HUET information emphasize the importance of vascularized composite allotransplantation (VCA) centers' involvement in creating accurate and accessible content to help educate the public about this treatment.

The Burden for High-Quality Online Data Collection Lies With Researchers, Not Recruitment Platforms

A recent article in Perspectives on Psychological Science (Webb & Tangney, 2022) reported a study in which just 2.6% of participants recruited on Amazon's Mechanical Turk (MTurk) were deemed "valid." The authors highlighted some well-established limitations of MTurk, but their central claims-that MTurk is "too good to be true" and that it captured "only 14 human beings . . . [out of] N = 529"-are radically misleading, yet have been repeated widely. This commentary aims to (a) correct the record (i.e., by showing that Webb and Tangney's approach to data collection led to unusually low data quality) and (b) offer a shift in perspective for running high-quality studies online. Negative attitudes toward MTurk sometimes reflect a fundamental misunderstanding of what the platform offers and how it should be used in research. Beyond pointing to research that details strategies for effective design and recruitment on MTurk, we stress that MTurk is not suitable for every study. Effective use requires specific expertise and design considerations. Like all tools used in research-from advanced hardware to specialist software-the tool itself places constraints on what one should use it for. Ultimately, high-quality data is the responsibility of the researcher, not the crowdsourcing platform.

Stigma Toward Consensual Non-Monogamy: Thematic Analysis and Minority Stress

Consensually non-monogamous (CNM) romantic and sexual relationships tend to be stigmatized. The present research examined this stigma across two studies. First, we qualitatively explored the specific ways that people in CNM relationships report experiencing stigma using thematic analysis and identified the following four themes: Expressions of discomfort/disapproval of CNM, Loss of resources/threatening behaviors, Character devaluation, and Relationship devaluation (Study 1; N = 372). Second, we examined the relationship between experienced stigma and psychological well-being for people in CNM relationships, using the framework of minority stress theory. We found that experienced stigma was positively associated with psychological distress and that this association was partially statistically mediated by anticipated stigma and internalized stigma (Study 2; N = 383). Overall, this research strives to achieve a better understanding of the processes and potential consequences of stigma toward CNM relationships and individuals.

The Misinformation Susceptibility Test (MIST): A psychometrically validated measure of news veracity discernment

Interest in the psychology of misinformation has exploded in recent years. Despite ample research, to date there is no validated framework to measure misinformation susceptibility. Therefore, we introduce Verification done, a nuanced interpretation schema and assessment tool that simultaneously considers Veracity discernment, and its distinct, measurable abilities (real/fake news detection), and biases (distrust/naïvité-negative/positive judgment bias). We then conduct three studies with seven independent samples (Ntotal = 8504) to show how to develop, validate, and apply the Misinformation Susceptibility Test (MIST). In Study 1 (N = 409) we use a neural network language model to generate items, and use three psychometric methods-factor analysis, item response theory, and exploratory graph analysis-to create the MIST-20 (20 items; completion time < 2 minutes), the MIST-16 (16 items; < 2 minutes), and the MIST-8 (8 items; < 1 minute). In Study 2 (N = 7674) we confirm the internal and predictive validity of the MIST in five national quota samples (US, UK), across 2 years, from three different sampling platforms-Respondi, CloudResearch, and Prolific. We also explore the MIST's nomological net and generate age-, region-, and country-specific norm tables. In Study 3 (N = 421) we demonstrate how the MIST-in conjunction with Verification done-can provide novel insights on existing psychological interventions, thereby advancing theory development. Finally, we outline the versatile implementations of the MIST as a screening tool, covariate, and intervention evaluation framework. As all methods are transparently reported and detailed, this work will allow other researchers to create similar scales or adapt them for any population of interest.

Using the Beck Depression Inventory to Assess Anhedonia: A Scale Validation Study

Anhedonia is central to several psychological disorders and a frequent target of psychosocial and pharmacological treatments. We evaluated the psychometric properties of two widely used anhedonia measures derived from the Beck Depression Inventory: a 3-item (BDI-Anh3) and a 4-item version (BDI-Anh4). We evaluated these measures in a large undergraduate sample, a community sample, and a clinical sample. Both the BDI-Anh3 and the BDI-Anh4 showed adequate internal consistency, with BDI-Anh4 performing somewhat better, across the three samples. Both measures showed good convergent and discriminant validity, even after controlling for shared variance with other items on the BDI. These findings indicate that both measures have sufficient reliability and validity to support their use by researchers and clinicians.

When Parents Are at Fault: Development and Validation of the Parental Guilt and Shame Proneness Scale

Research has linked individuals' dispositional guilt and shame to their interpersonal processes. Although caregivers' guilt and shame proneness in the parenting context likely have important implications for their mental health and parenting, there is a lack of validated measures for such dispositions. In three studies with Chinese parents, we developed and validated the Parental Guilt and Shame Proneness scale (PGASP), which was based on the Guilt and Shame Proneness scale (GASP). The PGASP comprises two guilt subscales-negative behavior-evaluations (guilt-NBE) and repair action tendencies (guilt-repair)-and two shame subscales-negative self-evaluations (shame-NSE) and withdrawal action tendencies (shame-withdraw). Study 1 (N = 604) provided support for the four-factor structure of the PGASP, which was replicated in Study 2 (N = 451). The concurrent validity of the PGASP was examined in Study 2 and Study 3 (N = 455). The two guilt subscales were associated with better mental health and more positive parenting, whereas parents' shame-withdraw exhibited the opposite pattern; weak or no relations were found for shame-NSE. Findings highlight the need to differentiate between parents' shame-NSE and shame-withdraw. PGASP may be a useful tool for identifying parents at risk of engaging in negative parenting.

Examining Factors Associated with the Use of Community Food Resources: An Application of the Andersen Model to Inform Future Interventions

The role of the food environment in shaping nutrition and health has gained substantial attention from policymakers, public health researchers, and advocacy groups. To promote equities in food access and nutrition outcomes, understanding factors linked with the utilization of local community food resources is crucial. Using Andersen's service utilization model, we explained how adults use their neighborhood food resources. In a cross-sectional study design, an online survey was conducted in REDCap Version 13.4.0 via the Amazon Mechanical Turk (MTurk) involving 1830 adults with a mean age of 37.9  ±  12.1 years. Participants answered questions on predisposing, enabling, and need factors that influence their use of different community food resources. The predisposing factors that were statistically significant included age, family size, marital status, race, and ethnicity. The enabling factors included travel time, travel mode, income, and shopping decision motivators (such as being able to use Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) vouchers, delivery services, great sales, and coupons). Food security and community food resources need for lower food price were the significant need factors. However, these factors vary by the types of food resources. In conclusion, enhancing the utilization of community-based food access initiatives and programs among underserved families requires consideration of family composition, racial and ethnic diversity, and transportation access.

Remote assessment of cognition in Parkinson's disease and Cerebellar Ataxia: the MoCA test in English and Hebrew

There is a critical need for accessible neuropsychological testing for basic research and translational studies worldwide. Traditional in-person neuropsychological studies are inherently difficult to conduct because testing requires the recruitment and participation of individuals with neurological conditions. Consequently, studies are often based on small sample sizes, are highly time-consuming, and lack diversity. To address these challenges, in the last decade, the utilization of remote testing platforms has demonstrated promising results regarding the feasibility and efficiency of collecting patient data online. Herein, we tested the validity and generalizability of remote administration of the Montreal Cognitive Assessment (MoCA) test. We administered the MoCA to English and Hebrew speakers from three different populations: Parkinson's disease, Cerebellar Ataxia, and healthy controls via video conferencing. First, we found that the online MoCA scores do not differ from traditional in-person studies, demonstrating convergent validity. Second, the MoCA scores of both our online patient groups were lower than controls, demonstrating construct validity. Third, we did not find differences between the two language versions of the remote MoCA, supporting its generalizability to different languages and the efficiency of collecting binational data (USA and Israel). Given these results, future studies can utilize the remote MoCA, and potentially other remote neuropsychological tests to collect data more efficiently across multiple different patient populations, language versions, and nations.

Psychometric Properties of the Wake Forest Physician Trust Scale with Older Adults

Background: Trust is an integral part of the patient-physician relationship. None of the current measures of patient-physician trust has been validated with a sample of older adults. Age-appropriate samples are needed to support the use of assessment instruments and accurate interpretation of assessment results. The purpose of the study was to examine the psychometric properties of the Wake Forest Physician Trust Scale (WFPTS) with a sample of older adults. Methods: Internal consistency and convergent and discriminant validity evidence were examined. One hundred and sixty-one English-speaking, community-dwelling older adults participated. Results: Reliability evidence is strong based on coefficient alpha and average inter-item correlations. Convergent validity evidence is strong, with significant, moderate to strong correlations with measures of related constructs. Discriminant validity evidence is strong. Discussion: The results of this study provide support for the psychometric properties of the WFPTS with older adults. Future directions for research with this instrument are discussed.

Evaluating CloudResearch's Approved Group as a solution for problematic data quality on MTurk

Maintaining data quality on Amazon Mechanical Turk (MTurk) has always been a concern for researchers. These concerns have grown recently due to the bot crisis of 2018 and observations that past safeguards of data quality (e.g., approval ratings of 95%) no longer work. To address data quality concerns, CloudResearch, a third-party website that interfaces with MTurk, has assessed ~165,000 MTurkers and categorized them into those that provide high- (~100,000, Approved) and low- (~65,000, Blocked) quality data. Here, we examined the predictive validity of CloudResearch's vetting. In a pre-registered study, participants (N = 900) from the Approved and Blocked groups, along with a Standard MTurk sample (95% HIT acceptance ratio, 100+ completed HITs), completed an array of data-quality measures. Across several indices, Approved participants (i) identified the content of images more accurately, (ii) answered more reading comprehension questions correctly, (iii) responded to reversed coded items more consistently, (iv) passed a greater number of attention checks, (v) self-reported less cheating and actually left the survey window less often on easily Googleable questions, (vi) replicated classic psychology experimental effects more reliably, and (vii) answered AI-stumping questions more accurately than Blocked participants, who performed at chance on multiple outcomes. Data quality of the Standard sample was generally in between the Approved and Blocked groups. We discuss how MTurk's Approval Rating system is no longer an effective data-quality control, and we discuss the advantages afforded by using the Approved group for scientific studies on MTurk.

Sleep is the best medicine: assessing sleep, disordered eating, and weight-related functioning

Sleep quality is linked to disordered eating, obesity, depression, and weight-related functioning. Most research, however, has focused on clinical populations. The current study investigated relationships between sleep quality, disordered eating, and patterns of functioning in a community sample to better understand relationships among modifiable health behaviors. Participants (N = 648) recruited from Amazon Mechanical Turk completed assessments of eating, depression, weight-related functioning, and sleep. Self-reported height and weight were used to calculate body mass index (M = 27.3, SD = 6.9). Participants were on average 37.6 years (SD = 12.3), primarily female (65.4%), and White, not Hispanic (72.7%). Over half of participants endorsed poor sleep quality, and average sleep scores were above the clinical cutoff for poor sleep quality. Sleep scores were significantly positively correlated with disordered eating, depression, and weight-related functioning, even after adjusting for age, body mass index, and sex. Multivariate regression models predicting weight-related functioning and depression showed that both sleep quality and disordered eating independently predicted depression. Sleep quality did not independently predict weight-related functioning; however, disordered eating did. To the best of our knowledge, this is the first study to assess sleep behaviors, disordered eating, and weight-related functioning in a community sample of weight diverse participants. Results indicate that most participants endorsed poor sleep quality, which was associated with disordered eating patterns, including binge eating and poorer weight-related functioning, even after controlling for body mass index, highlighting that this relationship exists across the weight spectrum. These results speak to the importance of health behavior assessment and intervention within nonclinical samples.Level of evidence Level III: evidence obtained from well-designed cohort or case-control analytic studies.

The Development of the Five-Factor Schizoid Inventory

The current study sought to provide evidence for a measure of schizoid personality disorder (SZD PD) traits using the Five-Factor Model framework of personality. In the first study, undergraduate participants (n = 496) completed the Five-Factor Schizoid Inventory (FFZI) and other self-report measures. The first half of the sample was used to develop the FFZI, while the second half was used to validate it. The FFZI demonstrated excellent internal consistency, convergent validity with measures of SZD PD and hypothesized IPIP-NEO facets, and discriminant validity with other PDs and non-hypothesized IPIP-NEO facets. The second study recruited MTurk participants (n = 181) and demonstrated preliminary support for the reliability and validity of the FFZI in an online, community sample. Ultimately, these data suggest that the FFZI is a useful measure of SZD PD and provide further evidence that SZD PD can be conceptualized as a maladaptive extension of introversion traits.

Culturally Targeted Video Intervention to Increase PrEP Use Intentions Among Latinx Sexual Minority Men: A Pilot Randomized Controlled Trial

Background: Latinx sexual minority men experience the greatest second highest human immunodeficiency virus (HIV) burden in the United States. Pre-exposure prophylaxis (PrEP) is the most effective HIV prevention tool available, however, PrEP uptake remains low among this group. Methods: This two-arm pilot randomized controlled trial study aimed to assess the feasibility and preliminary efficacy of delivering an online culturally targeted video intervention that aims to increase PrEP uptake intentions among Latinx sexual minority men. The intervention group received a culturally targeted video that contained the same PrEP information as the control group and incorporated positive aspects of Latinx masculinity (i.e., caballerismo). Participants were recruited through Amazon's MTurk crowd-sourcing platform. A total of twenty-five participants met the study inclusion criteria (N = 25). Results: The control group had a higher mean PrEP intentions score (M: 3.3, 95% CI: 2.7-3.9) when compared with the intervention group. A moderate, negative, linear correlation was observed between machismo and PrEP intention scores (r = -.34). In contrast, a small, positive correlation was found between caballerismo and PrEP intentions (r = .19). Conclusions: While the culturally targeted video intervention did not increase PrEP use intentions, the study highlights the importance of understanding and addressing cultural factors such as Latin masculinity.

Protocol of a study to benchmark occupational health and safety in Japan: W2S-Ohpm study

We aim to conduct a prospective cohort study to benchmark occupational health and safety in Japan. Here, we describe the detailed protocol for the baseline survey based on the Checklist for Reporting Results of Internet E-Surveys. We conducted the baseline survey for the prospective cohort study in 2022. Our target population was workers in Japan aged 20 years or older, who we sampled to be representative of the Japanese workforce, stratified by sex, age, and region. Among 59,272 registered monitors who answered the initial screening questions, 29,997 completed the survey. After excluding 2,304 invalid responses, we used 27,693 valid participants in our final analysis. The number and mean age of men were 15,201 (55%) and 46 years; those of women were 12,492 (45%) and 45 years. With respect to sex, age, and regional composition, our sampling was representative of Japan's working population. Our sampling for employment status and industry yielded almost the same proportions as a government-led representative sampling of workers in Japan.

The positive-negative-competence (PNC) model of psychological responses to representations of robots

Robots are becoming an increasingly prominent part of society. Despite their growing importance, there exists no overarching model that synthesizes people's psychological reactions to robots and identifies what factors shape them. To address this, we created a taxonomy of affective, cognitive and behavioural processes in response to a comprehensive stimulus sample depicting robots from 28 domains of human activity (for example, education, hospitality and industry) and examined its individual difference predictors. Across seven studies that tested 9,274 UK and US participants recruited via online panels, we used a data-driven approach combining qualitative and quantitative techniques to develop the positive-negative-competence model, which categorizes all psychological processes in response to the stimulus sample into three dimensions: positive, negative and competence-related. We also established the main individual difference predictors of these dimensions and examined the mechanisms for each predictor. Overall, this research provides an in-depth understanding of psychological functioning regarding representations of robots.

Crowd-sourced investigation of a potential relationship between Bartonella-associated cutaneous lesions and neuropsychiatric symptoms

Introduction

Preliminary studies suggest that infection with Bartonella bacteria can not only cause a characteristic rash, headache, fever, and fatigue but also neuropsychiatric symptoms. To date, this association has only been reported in case studies, and it remains unclear if this association generalizes to larger samples.

Methods

We used Amazon's Mechanical Turk (MTurk) to crowdsource a large sample (N = 996) of individuals to ascertain the extent to which the presence of participant-identified Bartonella-associated cutaneous lesions (BACL) was associated with self-reported measures of anxiety, depression, and schizotypy. Participants were asked to select images of cutaneous lesions they had seen on their own bodies and complete a battery of self-report questionnaires to assess psychiatric symptoms. Participants were not informed that the focus of the study was on potential dermatological lesions associated with Bartonella. Point-biserial correlations were used to determine the potential relationship between selecting a BACL image and the severity of self-reported psychiatric symptoms.

Results

Scores of anxiety, depression, and schizotypy were positively and significantly correlated with selecting a BACL image. Furthermore, self-report scores of 10 or higher on the GAD-7 and PHQ-9, which represent the suggested clinical cutoffs for meeting criteria for a depressive or anxiety-related disorder, were also significantly associated with selecting a BACL image. Non-Bartonella-associated cutaneous legions were also significantly associated with self-reported measures of psychiatric symptoms.

Discussion

The current study broadens the link between the presence of BACL and the presence of psychiatric symptoms of anxiety, depression, and schizotypy and extends a potential relationship beyond the small sample sizes of previous case studies and case series. Further investigation is recommended to address limitations and expand on these findings.

Decoding cultural conflicts

As pioneers of the Carnegie Perspective recognized, conflicts in organizations can exist even when incentives of all parties are aligned. These can often be traced to differences in cognitions such as beliefs and values, which are foundational components of any given culture. This paper refines the operationalization of cultural clashes by identifying differences in beliefs about causality ("which actions cause which outcomes") and morality (in the broad sense of "what is evaluated as desirable") as two fundamental sources of conflict. In our first study, we demonstrate empirically that participants recognize and distinguish between these two sources of conflict. In our second study, we test the hypotheses that while misalignments in either causal or moral codes increase observers' perceptions of relationship conflict, negative affect, likelihood of avoidance, and lower perceived likelihood of conflict resolution, the effects are stronger for misalignments in moral codes than misalignments in causal codes and strongest when both causal and moral codes are misaligned. We test these arguments using vignette-based experimental studies. Our findings support our hypotheses. This research has significant implications for the understanding of conflict dynamics within and beyond organizational contexts. By recognizing the pivotal role of cultural differences in shaping conflicts, organizations and decision-makers can better anticipate, manage, and potentially preempt such conflicts.

Do mturkers collude in interactive online experiments?

One of the issues that can potentially affect the internal validity of interactive online experiments that recruit participants using crowdsourcing platforms is collusion: participants could act upon information shared through channels that are external to the experimental design. Using two experiments, I measure how prevalent collusion is among MTurk workers and whether collusion depends on experimental design choices. Despite having incentives to collude, I find no evidence that MTurk workers collude in the treatments that resembled the design of most other interactive online experiments. This suggests collusion is not a concern for data quality in typical interactive online experiments that recruit participants using crowdsourcing platforms. However, I find that approximately 3% of MTurk workers collude when the payoff of collusion is unusually high. Therefore, collusion should not be overlooked as a possible danger to data validity in interactive experiments that recruit participants using crowdsourcing platforms when participants have strong incentives to engage in such behavior.

Frustration and ennui among Amazon MTurk workers

Academics are increasingly turning to crowdsourcing platforms to recruit research participants. Their endeavors have benefited from a proliferation of studies attesting to the quality of crowdsourced data or offering guidance on managing specific challenges associated with doing crowdsourced research. Thus far, however, relatively little is known about what it is like to be a participant in crowdsourced research. Our analysis of almost 1400 free-text responses provides insight into the frustrations encountered by workers on one widely used crowdsourcing site: Amazon's MTurk. Some of these frustrations stem from inherent limitations of the MTurk platform and cannot easily be addressed by researchers. Many others, however, concern factors that are directly controllable by researchers and that may also be relevant for researchers using other crowdsourcing platforms such as Prolific or CrowdFlower. Based on participants' accounts of their experiences as crowdsource workers, we offer recommendations researchers might consider as they seek to design online studies that demonstrate consideration for respondents and respect for their time, effort, and dignity.

Toward a Comprehensive, Data-Driven Model of American Political Goals: Recognizing the "Values" and "Vices" Within Both Liberalism and Conservativism

When a person indicates they are "liberal" or "conservative," an important part of what they are communicating is their goals for how they would like society to be structured. However, past theories have described these goals in dramatically different fashions, suggesting that either conservativism or liberalism reflects a divisive or unifying goal. To help overcome this impasse, we systematically compared a broad, representative sample of all possible higher-order goals (drawn a previous lexical investigation of more than 1,000 goals) to the political ideology of American adults (total n = 1,588). The results of five studies suggested that proposals from competing theories are all partially correct. Conservativism simultaneously reflects the unifying "value" of Tradition, as well as the divisive "vice" of Elitism; while Liberalism simultaneously reflects the unifying "value" of Inclusiveness, and the divisive "vice" of Rebellion. These results help to integrate proposals from previous competing theories into a single framework.

Investigating gender differences in the co-occurrence of PTSD and food addiction

OBJECTIVE

Post-traumatic stress disorder (PTSD) commonly co-occurs with substance use disorders (SUDs). Past studies suggest PTSD is also associated with food addiction (compulsive intake of highly processed foods containing refined carbohydrates and/or added fat). However, research investigating gender differences has been limited (e.g., restricted samples) and mixed. We aim to investigate the risk of co-occurring PTSD and food addiction in a community sample for all participants and stratified by gender. Additionally, we conducted risk ratios for problematic substance use and obesity to allow for within-sample comparisons.

METHOD

We utilized a sample of 318 participants recruited from Amazon Mechanical Turk (mean age = 41.2, 47.8% men, 78.0% white) to address existing gaps in the literature on PTSD and food addiction. We calculated risk ratios (adjusted for sociodemographic covariates) using modified Poisson regression with 95% confidence intervals. Results were also gender stratified.

RESULTS

Risk of food addiction (Risk Ratio (RR) = 6.42, 95% CI [4.10, 10.07], problematic alcohol use (RR) = 3.86, 95% CI [2.25,6.62], problematic smoking (RR) = 3.93, 95% CI [2.22, 6.97], and problematic nicotine vaping (RR) = 5.41, 95% CI [2.41, 11.14] were higher for those meeting criteria for PTSD. Risk of problematic cannabis use, and risk of obesity were not significantly higher for those meeting criteria for PTSD. Gender-stratified results suggest risk of food addiction may be higher for men (RR) = 8.54, 95% CI [4.49, 16.25] compared to women (RR) = 4.32, 95% CI [2.16, 8.62].

DISCUSSION

Food addiction, but not obesity, appears to co-occur with PTSD more strongly than other types of problematic substance use (alcohol, cannabis, cigarettes, nicotine vaping). This risk appears to be particularly high for men compared to women. Assessing for food addiction in those with PTSD, particularly in men, may assist in identifying high-risk groups.

Procedural fairness in ethnic-cultural decision-making: fostering social cohesion by incorporating minority and majority perspectives

Recent research describes how procedural fairness can be used to resolve issues related to ethnic-cultural matters. The central finding in this strand of literature is that when minority members experience procedurally fair treatment by societal actors regarding ethnic-cultural issues, this will lead to a range of outcomes that are beneficial for social cohesion. Although these results are promising, it remains yet to be shown that such group-specific treatment fairness does not hamper social cohesion by inciting misapprehension among members of non-recipient groups. Therefore, the present study set out to examine two central questions. First, how would minority group members respond to treatment fairness of citizens belonging to another minority group? Second, how would majority group members respond to treatment fairness of citizens belonging to minority groups? Two experimental studies (total N = 908) examined these questions. In Study 1, we compared ethnic-cultural minorities' reactions to procedurally (un)fair treatment of their own versus a different minority group. In Study 2, we compared minority and majority group members' responses to procedurally (un)fair treatment of minority group members. Results show that minority group member reactions to ethnic-cultural procedural fairness emanate from a shared bond with the fairness recipient(s) of the other minority group. Conversely, majority group members' reactions are driven primarily by a perceived moral obligation to act rightfully toward members of disadvantaged groups. Taken together, our results suggest that ethnic-cultural procedural fairness enactment fosters societal unity among different groups, possibly strengthening social cohesion for well-being and prosperity among members of these groups.

Measuring information overload and message fatigue toward COVID-19 prevention messages in USA and China

COVID-19 prevention messages are a crucial component of disease mitigation strategies and the primary driver of health decision-making during the global pandemic. However, the constant and repetitive nature of COVID-19 messaging may cause unintended consequences. Among the commonly observed phenomena are information overload and message fatigue, which might be experienced differently depending on cultural background. Using measurement invariance testing, this study compared how individuals from two countries-USA (n = 493) and China (n = 571)-experienced information overload and message fatigue toward COVID-19 prevention messages. Findings revealed that people in China showed significantly lower level of information overload and message fatigue than those in the USA. This study explores the extent of the unintended persuasive effects that people have experienced during the COVID-19 pandemic in different societies, a comparison which has never been studied before, even outside of the context of COVID-19. The study also provides much-needed practical insights to develop public health initiatives that improve COVID-19 prevention communication, which can further reduce these unintended effects in both countries, and has implications for other countries as well.

Climate change knowledge influences attitude to mitigation via efficacy beliefs

Theories proposing climate change apathy is explained by inadequate knowledge do not account for why many informed and concerned Americans fail to act. While correlations between knowledge, efficacy for climate change, and attitude to mitigation have been observed, few studies have examined efficacy for climate change as a mediator. This study aimed to investigate the influence of specific climate change knowledge on attitude to mitigation via efficacy beliefs. A cross-sectional survey of 205 US adults recruited from Amazon's Mechanical Turk assessed participants' climate change knowledge, efficacy for climate change, and attitude to mitigation. Indirect effects of self-efficacy for climate change were observed in three mediation models, suggesting efficacy for climate change explains some of the relationship between specific climate change knowledge and attitude to mitigation. The findings suggest risk communication can motivate pro-environmental attitudes with interventions that deliver information about climate change and develop efficacy for mitigation behavior.

Feasibility and Efficacy of Online Neuropsychological Assessment

Neuropsychological testing has intrinsic challenges, including the recruitment of patients and their participation in research projects. To create a method capable of collecting multiple datapoints (across domains and participants) while imposing low demands on the patients, we have developed PONT (Protocol for Online Neuropsychological Testing). Using this platform, we recruited neurotypical controls, individuals with Parkinson's disease, and individuals with cerebellar ataxia and tested their cognitive status, motor symptoms, emotional well-being, social support, and personality traits. For each domain, we compared each group to previously published values from studies using more traditional methods. The results show that online testing using PONT is feasible, efficient, and produces results that are in line with results obtained from in-person testing. As such, we envision PONT as a promising bridge to more comprehensive, generalizable, and valid neuropsychological testing.

Research Ethics in the Age of Digital Platforms

Scientific research is growingly increasingly reliant on "microwork" or "crowdsourcing" provided by digital platforms to collect new data. Digital platforms connect clients and workers, charging a fee for an algorithmically managed workflow based on Terms of Service agreements. Although these platforms offer a way to make a living or complement other sources of income, microworkers lack fundamental labor rights and basic safe working conditions, especially in the Global South. We ask how researchers and research institutions address the ethical issues involved in considering microworkers as "human participants." We argue that current scientific research fails to treat microworkers in the same way as in-person human participants, producing de facto a double morality: one applied to people with rights acknowledged by states and international bodies (e.g., the Helsinki Declaration), the other to guest workers of digital autocracies who have almost no rights at all. We illustrate our argument by drawing on 57 interviews conducted with microworkers in Spanish-speaking countries.

The dispositional need for cognitive closure indirectly predicts mock jurors' sentencing decisions through right-wing authoritarianism

One reason people are motivated to hold right-wing authoritarian beliefs is the need to manage uncertainty. Right-wing authoritarianism provides a stable source of black-and-white 'answers' about the social world - obey established authorities and norms and show hostility to deviants. Right-wing authoritarianism, in turn, is positively associated with more punitive attitudes and judgements. The purpose of this study was to examine the relationship between mock capital jurors' need for cognitive closure and sentencing decisions through right-wing authoritarianism. Four-hundred and fifty-one jury-eligible adults read a hypothetical capital case, weighed aggravating and mitigating evidence and chose a sentence. They also responded to items measuring right-wing authoritarianism and the need for cognitive closure. The need for cognitive closure was indirectly related to choosing a death sentence through right-wing authoritarianism and the weighing of aggravators and mitigators. Theoretical and practical implications, as well as directions for future studies, are discussed.

Intersectional forms of racism and sexual minority stress are associated with alcohol use among Latinx sexual minority men with greater Hispanic/Latinx cultural orientation

Background: Latinx sexual minorities with increased levels of acculturation report higher rates of alcohol use, and discrimination may impact this association. Yet, there is little research examining the concomitant impact of racism and sexual minority stress (i.e. intersectional discrimination) and the additive effect of acculturation on Latinx sexual minority men's risk for hazardous alcohol consumption.Objectives: This study investigated the role of perceived stressfulness of intersectional discrimination in the relation between acculturation (US cultural orientation/Hispanic cultural orientation) and alcohol use among Latinx sexual minority men.Methods: A structural equation model was utilized to test the indirect effect of discrimination between acculturation and alcohol use with a sample of 357 Latinx sexual minority men (M_age = 28.39) recruited via Amazon MTurk.Results: The indirect effect between the Hispanic cultural orientation to alcohol use through intersectional forms of discrimination was significant and positive (b = .19, SE = .03, p < .01). The indirect effect for the US cultural orientation to alcohol use through intersectional forms of discrimination was significant and negative (b = -.10, SE = .03, p < .01).Conclusion: Contrary to previous literature, Latinx sexual minority men with a higher Hispanic cultural orientation reported higher levels of intersectional forms of discrimination, which in turn was associated with increased alcohol use. Those with a higher US cultural orientation reported lower levels of intersectional forms of discrimination, which in turn was associated with decreased alcohol use. These findings may help identify mechanisms that exacerbate health disparities for Latinx sexual minority men.

Artificial intelligence in communication impacts language and social relationships

Artificial intelligence (AI) is already widely used in daily communication, but despite concerns about AI's negative effects on society the social consequences of using it to communicate remain largely unexplored. We investigate the social consequences of one of the most pervasive AI applications, algorithmic response suggestions ("smart replies"), which are used to send billions of messages each day. Two randomized experiments provide evidence that these types of algorithmic recommender systems change how people interact with and perceive one another in both pro-social and anti-social ways. We find that using algorithmic responses changes language and social relationships. More specifically, it increases communication speed, use of positive emotional language, and conversation partners evaluate each other as closer and more cooperative. However, consistent with common assumptions about the adverse effects of AI, people are evaluated more negatively if they are suspected to be using algorithmic responses. Thus, even though AI can increase the speed of communication and improve interpersonal perceptions, the prevailing anti-social connotations of AI undermine these potential benefits if used overtly.

Perceiving intraorganizational mobility ameliorates the effects of low-level position on detrimental workplace attitudes and behaviors

How do the perceived chances to get a better position in a company affect how individuals feel and behave towards their employer? Confirming the theory of relative deprivation, recent research showed that social mobility belief has attenuating effects on anger about one's relative social standing. When an individual believes they can change their current social status, negative affect about one's disadvantaged standing is appeased compared to when people believe the present hierarchy is fixed. We tested this model in a workplace context, examining whether perceived intraorganizational mobility ameliorates the effects of a low position at work on negative workplace attitudes (Study 1) and behavior (Study 2). Study 1 (n = 498) found that indeed, perceiving chances of promotion weakened the association of position at work with hostile affect towards the employer. Expanding this model to provide a direct test of the theory of relative deprivation, we designed a moderated mediation model testing whether the effect of workplace position on counterproductive work behaviors was mediated by relative deprivation, and whether this indirect effect was moderated by perceived chances of promotion. As hypothesized, Study 2 (n = 408) found that perceiving chances of promotion attenuated the detrimental effect of workplace position via relative deprivation on counterproductive work behaviors. Effects in both studies occurred independently of company hierarchy, salary, educational attainment, sex, and job sector. Overall, the results suggest that perceiving potential for individual promotion is linked to lower levels of negative workplace attitudes and counterproductive work behaviors.

Helicobacter pylori treatment knowledge, access and barriers: A cross-sectional study

BACKGROUND

Helicobacter pylori (Hp) is among the most common bacterial infections in the world and one of the most common infectious agents linked to malignancy, gastric cancer (GC). Within the US there is high disparity in the rates of Hp infection and associated diseases. Hp infection is treatable, and knowledge may influence screening and treatment seeking behaviors.

MATERIALS AND METHODS

In this cross-sectional study of 1042 respondents recruited from the Online Amazon MTurk platform, we sought to assess baseline knowledge of Hp and to gain insight into barriers related to Hp care.

RESULTS

Just over half (52.3%) reported some prior knowledge of Hp with 11.7% (n = 122) reporting being treated for Hp themselves and 21.4% reporting family members diagnosed with Hp. Of respondents reporting prior treatment, 95 (78%) reported GI upset and 27 (21%) reported not completing medications. Specific to Hp and GC, 70% indicated that a belief that the treatment was worse than the symptoms would affect their willingness to seek care, while 81% indicated knowing Hp can cause GC would affect their treatment decisions and knowing their gastric symptoms were caused by Hp would affect their willingness to receive care.

CONCLUSIONS

Knowledge of Hp in this US sample of online respondents is low and self-reported difficulties with treatment compliance is high. Increasing awareness of this infection and addressing the challenges to treatment compliance could potentially reduce rates of Hp antibiotic resistance and progression to GC or other complications of Hp infection.

Transfer of Learned Cognitive Flexibility to Novel Stimuli and Task Sets

Adaptive behavior requires learning about the structure of one's environment to derive optimal action policies, and previous studies have documented transfer of such structural knowledge to bias choices in new environments. Here, we asked whether people could also acquire and transfer more abstract knowledge across different task environments, specifically expectations about cognitive control demands. Over three experiments, participants (Amazon Mechanical Turk workers; N = ~80 adults per group) performed a probabilistic card-sorting task in environments of either a low or high volatility of task rule changes (requiring low or high cognitive flexibility, respectively) before transitioning to a medium-volatility environment. Using reinforcement-learning modeling, we consistently found that previous exposure to high task rule volatilities led to faster adaptation to rule changes in the subsequent transfer phase. These transfers of expectations about cognitive flexibility demands were both task independent (Experiment 2) and stimulus independent (Experiment 3), thus demonstrating the formation and generalization of environmental structure knowledge to guide cognitive control.

Data quality in online human-subjects research: Comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA

With the proliferation of online data collection in human-subjects research, concerns have been raised over the presence of inattentive survey participants and non-human respondents (bots). We compared the quality of the data collected through five commonly used platforms. Data quality was indicated by the percentage of participants who meaningfully respond to the researcher's question (high quality) versus those who only contribute noise (low quality). We found that compared to MTurk, Qualtrics, or an undergraduate student sample (i.e., SONA), participants on Prolific and CloudResearch were more likely to pass various attention checks, provide meaningful answers, follow instructions, remember previously presented information, have a unique IP address and geolocation, and work slowly enough to be able to read all the items. We divided the samples into high- and low-quality respondents and computed the cost we paid per high-quality respondent. Prolific ($1.90) and CloudResearch ($2.00) were cheaper than MTurk ($4.36) and Qualtrics ($8.17). SONA cost $0.00, yet took the longest to collect the data.

Self-Compassion, Performance, and Burnout: Surfacing an Unknown Work Construct

Research on self-compassion across various disciplines has consistently demonstrated numerous self-regulatory benefits associated with the construct. Despite the increasing interest, theory-driven research on self-compassion in the workplace has only begun to emerge recently. In the present research, we introduce the construct of work self-compassion ( WSC). Building on Neff’s definition of self-compassion, we submit that WSC is comprised of work self-kindness, common work challenges, and work-specific mindfulness. Across two studies, we develop a scale to measure WSC and test its place within the larger nomological network of organizational constructs. Specifically, by integrating COR theory with prior research on self-compassion, in Study 1, we test the incremental validity of WSC beyond general self-compassion in predicting job performance. In Study 2, we further demonstrate that WSC is an important mediating mechanism that bridges the association between honesty-humility, namely the H-factor, and job performance and burnout, respectively. We discuss theoretical and practical implications of our findings and conclude with limitations and future research directions.

Women Receive More Positive Reactions to Childhood Sexual Abuse Disclosure and Negative Reactions are Associated With Mental Health Symptoms in Adulthood for Men and Women

Although disclosure of sexual abuse has become more socially acceptable for both men and women in recent years, there is much yet to be understood about differences in the disclosure process and associated pathology between men and women. The current study aimed to (a) investigate differences in aspects of the childhood sexual abuse (CSA) disclosure process between adult men and women and (b) explore how timing of disclosure, perceived parental style, and negative social reactions to disclosure relate to various mental health symptoms. Using a cross-sectional, quasi-experimental design, adult men and women in the United States recruited through Amazon's Mechanical Turk (N = 299) completed self-report surveys. Women reported disclosing to a significantly greater number of people than men, and were more likely to disclose to parents, while men were more likely to tell friends. Results revealed that women reported receiving significantly more positive responses and emotionally supportive responses to their CSA disclosures than men. Negative reactions to disclosure were positively associated with internalizing symptoms and externalizing symptoms, while both negative reactions to disclosure and perceived parental dysfunction were positively associated with substance use symptoms. Results signify a need for resources to aid individuals in supporting survivors of CSA, as reactions have the potential to impact recovery trajectory and for clinicians to consider how disclosure experiences impact survivor cognitions and symptom exacerbation.

Boys Round Here: The Relationship Between Masculine Honor Ideology, Aggressive Behavior, Race, and Regional Affiliation

Masculine honor ideology (MHI) refers to a set of beliefs that dictate men must respond aggressively to threat or insult to maintain their ideal masculine reputation. The current study demonstrates the robust relationship between MHI and lifetime aggression outcomes in a national sample of men from the United States. It also details the regional prevalence of MHI and compares these rates across races and regions of the country. Participants included 896 adult United States men (M_age = 35.86, SD = 1.22) recruited on Amazon's Mechanical Turk. It was expected that the odds of endorsing past aggressive behavior and lifetime maladjustment would be increased by stronger adherence to MHI. This hypothesis was supported, and individuals who reported greater MHI adherence also had higher rates of lifetime aggression and maladjustment. Contrary to expectations, White, non-Hispanic men endorsed lower rates of MHI than did other men. Black men adhered more strongly to MHI than White and Hispanic men. It was also expected that men in the Southern and Western United States would endorse greater MHI in comparison to men in the Northeast United States. The hypothesis was only partially supported for White, non-Hispanic men, and it was associated with participant birthplace and their father's birthplace. There were no regional differences in MHI adherence related to the participants' mother's birthplace or where participants lived at survey completion. These findings suggest that MHI may spread more uniformly than prior research suggests and that MHI may have more nuanced cultural considerations that deserve continued empirical investigation.

Predicting Public Cooperation Toward Government Actions in the Early Stages of an Influenza Pandemic in the United States: The Role of Authentic Governmental Communication and Relational Quality

During a public health crisis, government sector is considered the natural leader for overall preparedness and management efforts. Integrating the literature from public relations and public health disciplines, this study proposes a theoretical model to predict individuals' perceptions, communicative action, as well as their behaviors to follow the governments' instructions in the early stages of the COVID-19 outbreak in the United States. Linking relationship management factors and the framework of the situational theory of problem-solving, the findings of this study demonstrate that authentic communication and relational quality can help increase positive perceptual, attitudinal, and behavioral outcomes desired by governments regarding pandemic management. However, our findings suggested that unproductive uses of authentic governmental communication may create adverse effects on publics' perceptions and interpretations and thus pose potential risks, particularly when a public health issue is significantly politicized. Specifically, this study found that, in the case of the COVID-19 pandemic in which the Trump administration was blamed for lack of planning and halting responses in the fight against the virus, conservatives who believe that the federal government is practicing authentic communication during the pandemic would consider the issue less important and irreverent; meanwhile, they would recognize more barriers to adopt preventive actions. Theoretical and practical implications are discussed.

A survey study of adults with chronic conditions: Examining the correlation between patient activation and health locus of control

OBJECTIVES

This study aimed to examine (1) the association between patient activation (PA), health locus of control (HLOC), sociodemographic and clinical factors, and (2) the effect of HLOC dimensions, sociodemographic and clinical factors on PA.

METHODS

Three hundred U.S. adults, with at least one chronic condition (CC) were recruited through Amazon Mechanical Turk and completed an online survey which included sociodemographic questions, the Patient Activation Measure^® - 10, and the Multidimensional Locus of Control (MHLC) - Form B. Statistical analyses, including descriptive, correlation, and multiple linear regression, were conducted using IBM SPSS v25.

RESULTS

Of the 300 participants, more than half were male (66.3%), White (70.7%), with at least a college degree (76.0%), and employed full-time (79.0%). The average PA score was 68.8 ± 14.5. Multiple linear regression indicated that participants who reported they were Black, retired, with a greater number of CCs, and with higher scores in Chance MHLC had higher PA, while participants with higher scores in Internal MHLC, were unemployed and reported to have been affected by COVID-19-related worry or fear to manage their CC, had lower PA.

DISCUSSION

HLOC dimensions should be addressed concurrently with PA for patients with CCs, thus adding to a more patient-centered clinical approach.