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2019

Research Collection School of Social Sciences

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Articles 1 - 29 of 29

Full-Text Articles in Psychology

Women’S Preferences For Men’S Facial Masculinity Are Strongest Under Favorable Ecological Conditions, U. M. Marcinkowska, M. J. Rantala, A. J. Lee, M. V. Kozlov, T. Aavik, H. Cai, J. Contreras- Garduno, B. J. Dixon, O. A. David, Li, Norman P., Norman. P. Li, I. E. Onyishi, K. Prasai, F. Pazhoohi, P. Prokop, S. L. Rosales Cardozo, N. Sydney, H. Taniguchi, I. Krams, B. J. W. Dixon Dec 2019

Women’S Preferences For Men’S Facial Masculinity Are Strongest Under Favorable Ecological Conditions, U. M. Marcinkowska, M. J. Rantala, A. J. Lee, M. V. Kozlov, T. Aavik, H. Cai, J. Contreras- Garduno, B. J. Dixon, O. A. David, Li, Norman P., Norman. P. Li, I. E. Onyishi, K. Prasai, F. Pazhoohi, P. Prokop, S. L. Rosales Cardozo, N. Sydney, H. Taniguchi, I. Krams, B. J. W. Dixon

Research Collection School of Social Sciences

The strength of sexual selection on secondary sexual traits varies depending on prevailing economic and ecological conditions. In humans, cross-cultural evidence suggests women’s preferences for men’s testosterone dependent masculine facial traits are stronger under conditions where health is compromised, male mortality rates are higher and economic development is higher. Here we use a sample of 4483 exclusively heterosexual women from 34 countries and employ mixed effects modelling to test how social, ecological and economic variables predict women’s facial masculinity preferences. We report women’s preferences for more masculine looking men are stronger in countries with higher sociosexuality and where national health …


Why People Self-Sabotage, And How To Stop It, David Chan Nov 2019

Why People Self-Sabotage, And How To Stop It, David Chan

Research Collection School of Social Sciences

In an invited commentary, SMU Behavioural Sciences Institute Director Professor David Chan explains how the science of self-sabotage can help us understand why people sometimes choose to say and do things that defeat their own goals and offer solutions to deal with the problem.


Bidirectional Associations Between Obesity And Cognitive Function In Midlife Adults: A Longitudinal Study, Andree Hartanto, Jose C. Yong, Wei Xing Toh Oct 2019

Bidirectional Associations Between Obesity And Cognitive Function In Midlife Adults: A Longitudinal Study, Andree Hartanto, Jose C. Yong, Wei Xing Toh

Research Collection School of Social Sciences

The links between obesity and cognition remain equivocal due to a variety of methodological limitations with current research, such as an overreliance on body mass index (BMI) as a measure of obesity, the use of cross-sectional designs, and inadequate specification over the domains of cognitive function to be examined. To address these issues, we used data from the Cognitive Project of the National Survey of Midlife Development in the United States, a large-scale, longitudinal dataset on non-institutionalized midlife adults (N = 2652), which enabled us to examine the long-term bidirectional relations between obesity and two latent factors of cognition—executive function …


The Psychology Of Pro-Environmental Support: A Global Problem In Need Of Global Solutions, Kimin Eom, Viki Papadakis, David K. Sherman, Heejung S. Kim Oct 2019

The Psychology Of Pro-Environmental Support: A Global Problem In Need Of Global Solutions, Kimin Eom, Viki Papadakis, David K. Sherman, Heejung S. Kim

Research Collection School of Social Sciences

We review research that provides a sociocultural perspective on proenvironmental support. Despite the increasing volume of psychological research on proenvironmental action, there has been a relative dearth of consideration of sociocultural contexts, which poses critical theoretical and practical limitations to understanding and fostering proenvironmental actions across diverse populations. The sociocultural perspective posits that the primary motives driving action are context dependent. Building on this perspective, our research examines significant divergence in key determinants of proenvironmental support, focusing on several sociocultural variables, including national culture (individualism-collectivism), socioeconomic status, and religion. This program of research shows that personal environmental beliefs more directly …


The Role Of Bilingual Interactional Contexts In Predicting Interindividual Variability In Executive Functions: A Latent Variable Analysis, Andree Hartanto, Hwajin Yang Sep 2019

The Role Of Bilingual Interactional Contexts In Predicting Interindividual Variability In Executive Functions: A Latent Variable Analysis, Andree Hartanto, Hwajin Yang

Research Collection School of Social Sciences

Despite a growing number of studies on bilingual advantages in executive functions (EF), their findings have been inconsistent. To shed light on this issue, we aimed to address both the conceptual and methodological limitations that have prevailed in the literature: failure to consider diverse bilingual experiences when assessing bilingual advantages or to address the task impurity problems that can arise with EF tasks. Drawing on the adaptive control hypothesis and control process model of code-switching, we adopted theory-driven and latent variable approaches to examine the relations between bilingual interactional contexts and EF. By administering 9 EF tasks to 175 bilingual …


What Are The Most Powerful Predictors Of Charitable Giving To Victims Of Typhoon Haiyan: Prosocial Traits, Socio-Demographic Variables, Or Eye Cues?, Zoi Manesi, Paul A. M. Van Lange, Niels J. Van Doesum, Thomas V. Pollet Aug 2019

What Are The Most Powerful Predictors Of Charitable Giving To Victims Of Typhoon Haiyan: Prosocial Traits, Socio-Demographic Variables, Or Eye Cues?, Zoi Manesi, Paul A. M. Van Lange, Niels J. Van Doesum, Thomas V. Pollet

Research Collection School of Social Sciences

Major natural disasters often prompt charities to start rallying for extra donations. However, little is known about which variables predict disaster donations most strongly. Here we focused on donations to victims of typhoon Haiyan in the Philippines (2013). A multifaceted approach combined three potential predictors: (a) prosocial traits (social value orientation and social mindfulness, or SVO and SoMi), (b) socio-demographic variables, and (c) minimal social cues (eye images). Participants (N = 643) completed an online survey in which they decided whether or not to spend time on a fundraising task to support the typhoon victims. Results of this exploratory study …


Why And How Public Trust Matters, David Chan Jul 2019

Why And How Public Trust Matters, David Chan

Research Collection School of Social Sciences

To build high trust cities, governments need to better understand the relationships linking people, leaders and the cities they inhabit. Behavioural scientist Professor David Chan explains the psychology of public trust.


Bilingualism Narrows Socioeconomic Disparities In Executive Functions And Self-Regulatory Behaviors During Early Childhood: Evidence From The Early Childhood Longitudinal Study, Andree Hartanto, Wei Xing Toh, Hwajin Yang Jul 2019

Bilingualism Narrows Socioeconomic Disparities In Executive Functions And Self-Regulatory Behaviors During Early Childhood: Evidence From The Early Childhood Longitudinal Study, Andree Hartanto, Wei Xing Toh, Hwajin Yang

Research Collection School of Social Sciences

Socioeconomic status (SES) and bilingualism have been shown to influence executive functioning during early childhood. Less is known, however, about how the two factors interact within an individual. By analyzing a nationally representative sample of approximately 18,200 children who were tracked from ages 5 to 7 across four waves, both higher SES and bilingualism were found to account for greater performance on the inhibition and shifting aspects of executive functions (EF) and self‐regulatory behaviors in classroom. However, only SES reliably predicted verbal working memory. Furthermore, bilingualism moderated the effects of SES by ameliorating the detrimental consequences of low‐SES on EF …


Falling For Falsehoods: A Diet For Prevention, Wei Teck Ong, Andree Hartanto Jul 2019

Falling For Falsehoods: A Diet For Prevention, Wei Teck Ong, Andree Hartanto

Research Collection School of Social Sciences

Consuming information in a discerning manner can help us resist dubious claims.


Understanding Pro-Environmental Intentions By Integrating Insights From Social Mobility, Cosmopolitanism, And Social Dominance, Angela K. Y. Leung, Brandon Koh Jun 2019

Understanding Pro-Environmental Intentions By Integrating Insights From Social Mobility, Cosmopolitanism, And Social Dominance, Angela K. Y. Leung, Brandon Koh

Research Collection School of Social Sciences

To offer an integrative account bridging individuals’ sociocultural orientations with pro-environmentalism, the current research tested the mediating and moderating relationships among pro-environmental intentions and three person-level factors: perceived social mobility, cosmopolitan orientation, and social dominance orientation (SDO). With a Singaporean college student sample (N = 220), we found support for the hypothesized second-stage moderation model that perceived social mobility positively predicts cosmopolitan orientation, and in turn, cosmopolitan orientation is moderated by SDO to positively predict pro-environmental intentions. Specifically, lower levels of SDO strengthen the pro-environmental advantages of endorsing higher levels of cosmopolitan orientation. These findings add novel knowledge to the …


Cross-Cultural Media Effects Research, Jinhee Kim, Kimin Eom Jun 2019

Cross-Cultural Media Effects Research, Jinhee Kim, Kimin Eom

Research Collection School of Social Sciences

Despite the substantial development of media effects research, one critical dimension, cultures, has not been actively examined. Most of the theoretical accounts have been derived from Western thought systems, and relevant empirical studies have been conducted mostly in the U.S. or Western Europe. Except for the areas of advertising and health campaigning, very little media effects research has used a cross-cultural framework. In this chapter, we review scholarly work that compares and contrasts portrayals of media messages and their uses/effects/processes of one culture with those from a different culture. Cultures are often equated with national groups, but concept of cultures …


Seeking And Ensuring Interdependence: Commitment Desirability And The Initiation And Maintenance Of Close Relationships, Kenneth Tan, Christopher R. Agnew, Benjamin W. Hadden May 2019

Seeking And Ensuring Interdependence: Commitment Desirability And The Initiation And Maintenance Of Close Relationships, Kenneth Tan, Christopher R. Agnew, Benjamin W. Hadden

Research Collection School of Social Sciences

The current research offers and examines the concept of commitment desirability, defined as the subjective desire to be involvedin a committed romantic relationship at a given time. In pursuing their desire for a committed romance, how do individualshigh in commitment desirability strategically ensure success? We suggest that high perceived partner commitment is soughtby individuals who themselves desire to be involved in a committed relationship. In three studies involving individuals bothcurrently involved and not involved in a relationship, we found support for the hypothesized interactive effect of commitmentdesirability and perceived partner commitment, such that greater commitment desirability was associated with more …


The Effects Of Perceived Decision-Making Styles On Evaluations Of Openness And Competence That Elicit Collaboration, Ming-Hong Tsai, Nadhilla Velda Melia, Verlin B. Hinsz Apr 2019

The Effects Of Perceived Decision-Making Styles On Evaluations Of Openness And Competence That Elicit Collaboration, Ming-Hong Tsai, Nadhilla Velda Melia, Verlin B. Hinsz

Research Collection School of Social Sciences

When interacting with a task partner, individuals often rely upon characteristics they infer about their partner to determine their level of collaboration with the partner. To explore social perception processes related to collaboration, we examined perceptions of an actor’s decision-making style as predictors. Using different methods in various research settings, we found that compared with perceptions of an actor’s intuitive decision-making style or of a nonspecific decision-making style, perceptions of an actor’s rational decision-making style were more positively associated with inferences of the actor’s openness and competence, both of which were in turn associated with the perceiver’s collaborative intention with …


Video Gaming Can Benefit Students: Study, Andree Hartanto, Wei Xing Toh Apr 2019

Video Gaming Can Benefit Students: Study, Andree Hartanto, Wei Xing Toh

Research Collection School of Social Sciences

Video gaming is not inherently bad if treated as a form of leisure activity that can help young people to de-stress during the weekends.


East Asian Low Marriage And Birth Rates: The Role Of Life History Strategy, Culture, And Social Status Affordance, Jose Yong, Norman P. Li, Peter K. Jonason, Yi Wen Tan Apr 2019

East Asian Low Marriage And Birth Rates: The Role Of Life History Strategy, Culture, And Social Status Affordance, Jose Yong, Norman P. Li, Peter K. Jonason, Yi Wen Tan

Research Collection School of Social Sciences

Although economic development is broadly associated with low fertility, countries with a predominantly East Asian cultural population exhibit the lowest fertility rates in the developed world. This study (N = 243) examined social status affordance (SSA) as a novel factor underlying cultural variations in marriage and childbearing attitudes. Drawing from a life history perspective, we argue that SSA reflects the availability and ease of attaining social status from the environment, which then influences people's reproductive motivations. We found that strong competition for prestigious jobs in developed East Asian countries, which is hypothesized to be an outcome of their collectivistic nature …


Restructured Frame-Of-Reference Training Improves Rating Accuracy, Ming-Hong Tsai, Serena Wee, Brandon Koh Apr 2019

Restructured Frame-Of-Reference Training Improves Rating Accuracy, Ming-Hong Tsai, Serena Wee, Brandon Koh

Research Collection School of Social Sciences

The use of heuristic judgments is prevalent in organizations and negatively impacts accurate employee assessments. To minimize the negative impact of heuristic judgments (i.e., anchoring and adjustment), we aim to improve rating accuracy by restructuring frame‐of‐reference (FOR) training. We conducted five studies (N = 1,143) using different samples (three including participants with hiring experience), training environments (onsite and online), and rating contexts (evaluations of sales representatives, teachers, contract negotiation specialists, and retail store managers). Across the five studies, the average improvement in rating accuracy was at least twice as large for restructured FOR (vs. control) training as it was for …


Why Smart Leaders Fail, David Chan Apr 2019

Why Smart Leaders Fail, David Chan

Research Collection School of Social Sciences

In an invited commentary, SMU Behavioural Sciences Institute Director Professor David Chan discussed leadership issues in the Singapore context. He explained how the selection and development of leaders need to go beyond academic abilities to focus on non-academic attributes, especially the ability to make effective judgements in practical situations.


Revisiting The Miller-Kanazawa Debate: Should Asia Be Afforded More Attention From Evolutionary Psychologists?, Sean Teck Hao Lee Mar 2019

Revisiting The Miller-Kanazawa Debate: Should Asia Be Afforded More Attention From Evolutionary Psychologists?, Sean Teck Hao Lee

Research Collection School of Social Sciences

A decade ago, Dr. Satoshi Kanazawa and Dr. Geoffrey Miller, two renowned evolutionary psychologists, participated in a debate on whether evolutionary psychologists should focus on Asia in their quest to establish a stronghold in the general field of psychology. Despite painstaking efforts to foster greater receptiveness among Western psychologists toward an evolutionary perspective of psychological phenomena, most still seem to be critically reserved toward it; favoring instead proximate sociocultural explanations of psychological phenomena as stipulated by the standard social science model. Facing such an inertia, Miller suggested that it may perhaps be wise to re-direct the field's efforts on the …


Parenting And Centrality: The Role Of Life Meaning As A Mediator For And Language Broker Role Identity, Lester Sim, Su Yeong Kim, Minyu Zhang, Yishan Shen Mar 2019

Parenting And Centrality: The Role Of Life Meaning As A Mediator For And Language Broker Role Identity, Lester Sim, Su Yeong Kim, Minyu Zhang, Yishan Shen

Research Collection School of Social Sciences

Language brokering is a prevalent phenomenon in ethnic minority immigrant populations. Although accruing evidence points to the beneficial impacts of healthy role identity development, research investigating the formation of a language broker role identity in language brokering adolescents is lacking in the literature. In a sample of 604 Latinx adolescents (54.3% female; Mage at Time 1 = 12.41, SD = .97), structured equation modeling was conducted with maternal warmth and hostility examined as antecedents and adolescents’ life meaning as a mediator for language broker role identities. Results revealed that life meaning mediated the positive association from maternal warmth to language …


Commentary: Influence Of Smartphone Addiction Proneness Of Young Children On Problematic Behaviors And Emotional Intelligence: Mediating Self-Assessment Effects Of Parents Using Smartphones, Qin Ying Joanne Tan, Andree Hartanto, Wei Xing Toh, Hwajin Yang Feb 2019

Commentary: Influence Of Smartphone Addiction Proneness Of Young Children On Problematic Behaviors And Emotional Intelligence: Mediating Self-Assessment Effects Of Parents Using Smartphones, Qin Ying Joanne Tan, Andree Hartanto, Wei Xing Toh, Hwajin Yang

Research Collection School of Social Sciences

The majority of studies on smartphone addiction have focused on adults and school-aged children or youth (e.g., Hartanto and Yang, 2016; Chung et al., 2018; Lee et al., 2018); few have investigated the impact of smartphone overuse during infancy and early childhood. Recently, Cho and Lee (2017) surveyed parents of children aged one to six and attempted to address this research gap in their article entitled “Influence of smartphone addiction proneness of young children on problematic behaviors and emotional intelligence: Mediating self-assessment effects of parents using smartphones.” Although the results are interesting, we would caution that they are preliminary because …


It’S About Time: Readiness, Commitment And Stability In Close Relationships, Christopher R. Agnew, Benjamin W. Hadden, Kenneth Tan Feb 2019

It’S About Time: Readiness, Commitment And Stability In Close Relationships, Christopher R. Agnew, Benjamin W. Hadden, Kenneth Tan

Research Collection School of Social Sciences

Timing matters in relationships. People vary in their sense of when they think the time is right to be involved in a committed relationship. We propose and examine the construct of commitment readinessand its role in predicting important relationship outcomes including commitment level, maintenance processes, and stability among involved intimates. Data from five independent samples obtained with various methods revealed, as hypothesized, that readiness (a) predicts commitment, maintenance processes, and actions toward ending a relationship; (b) serves to moderate commitment in predicting maintenance processes (self-disclosure, accommodation, sacrifice); and (c) serves to moderate commitment in predicting leave behavior, with those reporting …


Darling, Get Closer To Me: Spatial Proximity Amplifies Interpersonal Liking, Ji Eun Shin, Eunkook Suh, Norman P. Li, Kangyong Eo, Sang Chul Chong, Ming-Hong Tsai Feb 2019

Darling, Get Closer To Me: Spatial Proximity Amplifies Interpersonal Liking, Ji Eun Shin, Eunkook Suh, Norman P. Li, Kangyong Eo, Sang Chul Chong, Ming-Hong Tsai

Research Collection School of Social Sciences

Does close distance increase liking for a social object? In a preliminary sociogram task, an association between proximity and intimacy was found in drawings of self and others. In three experimental studies, male participants consistently preferred female targets who were (actually or appeared to be) close than far from them. Distance was manipulated through various means—sitting distance (Study 2), presenting two facial images separately to each eye by a stereoscopic device (Study 3), or a video clip (Study 4). This effect was stronger among those with deprived social needs and occurred in part because close (vs. far) targets seemed psychologically …


Does Early Active Bilingualism Enhance Inhibitory Control And Monitoring? A Propensity-Matching Analysis, Andree Hartanto, Hwajin Yang Feb 2019

Does Early Active Bilingualism Enhance Inhibitory Control And Monitoring? A Propensity-Matching Analysis, Andree Hartanto, Hwajin Yang

Research Collection School of Social Sciences

Prior research suggesting that longer bilingual experience benefits inhibitory control and monitoring has been criticized for a lack of control over confounding variables. We addressed this issue by using a propensity-score matching procedure that enabled us to match early and late bilinguals on 18 confounding variables-for example, demographic characteristics, immigration status, fitness, extracurricular training, motivation, and emotionality-that have been shown to influence cognitive control. Before early and late bilinguals were matched (N = 196), we found early active bilingual advantages in flanker effects (in accuracy), global accuracy, and sensitivity (d') on the Attention Network Test for Interaction and Vigilance and …


Cultural Disposition Influences In Workgroups: A Motivational Systems Theory Of Group Involvement Perspective, Verlin B. Hinsz, Ernest Park, Angela K. Y. Leung, Jared Ladbury Feb 2019

Cultural Disposition Influences In Workgroups: A Motivational Systems Theory Of Group Involvement Perspective, Verlin B. Hinsz, Ernest Park, Angela K. Y. Leung, Jared Ladbury

Research Collection School of Social Sciences

Modern organizations often involve workgroup members who have different cultural heritage. This article provides an examination of how different cultural dimensions (e.g., uncertainty avoidance, individualism–collectivism) influence the ways that workgroups and their members respond to situations that involve threats and rewards. The threats and rewards activate distinct response patterns that are associated with a motivational systems theory of group involvement. Based on this theoretical foundation, a cultural dispositions approach is applied to reveal how culture could impact the ways group members respond (cognitively, affectively, motivationally) to situations that involve varying degrees of threats or rewards. This focus on cultural dispositions …


Does Awareness Of Environmental Problems Guarantee Environmental Actions? Maybe More For Those Privileged, Kimin Eom Jan 2019

Does Awareness Of Environmental Problems Guarantee Environmental Actions? Maybe More For Those Privileged, Kimin Eom

Research Collection School of Social Sciences

Environmental problems such as climate change have been a major challenge facing humanity today. Most climate scientists are in consensus that human activities are the major cause of the occurring climate change. Thus, large efforts from activists and governmental and international organizations have been made to reduce human-generated greenhouse gas emissions and promote pro-environmental actions. One of the commonly-used approaches is to provide information regarding the urgency of climate change so that people recognize the problem and further act to address it. Although this approach has been effective in persuading people of the seriousness of climate change, it has had …


The Effects Of Script Variation, Literacy Skills, And Immersion Experience On Executive Attention: A Comparison Of Matched Monoscriptal And Biscriptal Bilinguals, Sujin Yang, Hwajin Yang, Andree Hartanto Jan 2019

The Effects Of Script Variation, Literacy Skills, And Immersion Experience On Executive Attention: A Comparison Of Matched Monoscriptal And Biscriptal Bilinguals, Sujin Yang, Hwajin Yang, Andree Hartanto

Research Collection School of Social Sciences

To examine script effects, monoscriptal Spanish-English (SE) bilinguals, who use two similar Roman alphabetic systems, were compared to biscriptal Chinese-English (CE) bilinguals, who use logographs and Roman alphabets. On the Attention Network Test, script effects were most evident in global processing efficiency (i.e., inverse efficiency and reaction time) and in the local network of executive control in favor of biscriptal CE bilinguals over matched monoscriptal SE counterparts. Literacy effects were found on the executive control network among Chinese-English bilinguals of high L1-literacy skills over their script- and immersion-matched counterparts, who varied only in low L1 literacy. In a similar vein, …


Is Memory Enhanced By The Context Or Survival Threats? A Quantitative And Qualitative Review On The Survival Processing Paradigm, Peter Kay Chai Tay, Peter K. Jonason, Norman P. Li, Grand H.-L. Cheng Jan 2019

Is Memory Enhanced By The Context Or Survival Threats? A Quantitative And Qualitative Review On The Survival Processing Paradigm, Peter Kay Chai Tay, Peter K. Jonason, Norman P. Li, Grand H.-L. Cheng

Research Collection School of Social Sciences

Consistent with an evolutionary perspective, memory may be enhanced when people are in precarious situations. Particularly, a survival processing effect (SPE) has been found whereby people have better memory for a list of items when the items are rated for their relevance in a grassland context that contains survival threats including predators, and the lack of food and water. In this article, we systematically review research that investigated the SPE to disentangle the contextual effects (e.g., grassland) from survival effects (e.g., presence of predators) on memory. A total of 56 articles (106 experiments) that reported findings relating to the SPE …


Book Review: Chinese And Buddhist Philosophy In Early Twentieth-Century German Thought By Eric S. Nelson, Steven Burik Jan 2019

Book Review: Chinese And Buddhist Philosophy In Early Twentieth-Century German Thought By Eric S. Nelson, Steven Burik

Research Collection School of Social Sciences

Eric Nelson has written a very comprehensive study of the reception of Chinese and EasternBuddhist philosophy in Western thought, with a special focus on the German thinkers of theearly twentieth century. Nelson shows great erudition in bringing together a wide variety ofthinkers from both East and West, including importantly some lesser known, but very relevantthinkers from both the Western tradition and Eastern philosophy. Although Nelson focusesmostly on the encounters and interactions between German philosophers and Chinese thinkers,his aim with this commendable book is wider. Nelson employs the encountersbetween German and Chinese thinkers in the wider context of comparative and/or interculturalphilosophy, …


Dispositional Gratitude Moderates The Association Between Socioeconomic Status And Interleukin-6, Andree Hartanto, Sean T. H. Lee, Jose C. Yong Jan 2019

Dispositional Gratitude Moderates The Association Between Socioeconomic Status And Interleukin-6, Andree Hartanto, Sean T. H. Lee, Jose C. Yong

Research Collection School of Social Sciences

Socioeconomic disparities in health are prevalent and growing in importance as a concern among academics, policymakers, and the general public. However, psychological resources that can narrow such disparities have not been well-examined. The current study examined the moderating role of dispositional gratitude in the relationship between socioeconomic status (SES) and inflammation risk as an index of health. Participants consisted of 1,054 midlife adults from the biomarker project of the Midlife in the United States. Infammation risk was measured by interleukin-6 biomarker and SES was operationalized by education attainment and income. We found that dispositional gratitude signifcantly moderated the relationships between …