The structure of metacognition in middle childhood: Evidence for a unitary metacognition-for-memory factor.

It has been debated whether children's metacognitive monitoring and control processes rely on a general resource or whether metacognitive processes are task specific. Moreover, findings about the extent to which metacognitive processes are related to first-order task performance are mixed. The current study aimed to uncover the relationships among children's monitoring (discrimination between correct and incorrect responses), control (accurate withdrawal of wrong answers), and performance across three memory-based learning tasks: Kanji learning, text comprehension, and secret code learning. All tasks consisted of a study phase, a test phase, monitoring (confidence judgments), and control (maintaining/withdrawing responses). Participants were 325 children (151 second graders [Mage = 8.12 years] and 174 fourth graders [Mage = 10.20 years]). Confirmatory factor analyses showed that a model in which monitoring and control loaded on a joint factor and performance on a separate factor provided the best fit to the data. Fourth graders had better monitoring and control accuracy than second graders. However, the factor structure of metacognition was similar for both age groups, contradictory to the assumption that metacognition generalizes across tasks as children grow older. After accounting for task-specific processes, monitoring and control skills for language-based memory tasks appear to be generalizable in middle childhood. In sum, children's monitoring and control for three separate memory tasks appear to reflect a unitary metacognition-for-memory factor related to, but distinguishable from, performance.

Self-Esteem and Income Over Time.

There is robust evidence that people with higher incomes tend to have higher self-esteem, but little is known about how changes in income and self-esteem are related within individuals. Some theories predict that increased earnings lead to higher self-esteem, others that increased self-esteem leads to higher earnings, and still others that there should be no within-person associations between these variables. We tested these theories in 4-year longitudinal data from more than 4,000 adult participants from a Dutch representative sample. Results indicated significant between-person associations between income and self-esteem, consistent with prior research. Within-person effects suggested that increases in self-esteem are a function of previous increases in income more than the other way around. These links held when analyses controlled for employment status, and they generalized across gender, age, and educational background. Overall, the findings provide evidence for theories that consider self-esteem as both a source and a consequence of personal earnings.

Uncovering the Power of Personality to Shape Income.

The notion of person-environment fit implies that personal and contextual factors interact in influencing important life outcomes. Using data from 8,458 employed individuals, we examined the combined effects of individuals' actual personality traits and jobs' expert-rated personality demands on earnings. Results from a response surface analysis indicated that the fit between individuals' actual personality and the personality demands of their jobs is a predictor of income. Conclusions of this combined analysis were partly opposite to conclusions reached in previous studies using conventional regression methods. Individuals can earn additional income of more than their monthly salary per year if they hold a job that fits their personality. Thus, at least for some traits, economic success depends not only on having a "successful personality" but also, in part, on finding the best niche for one's personality. We discuss the findings with regard to labor-market policies and individuals' job-selection strategies.

Consumer lay theories on healthy nutrition: A Q methodology application in Germany.

Food is an important driver of individual health, and an important subject in public policy and health intervention research. Viewpoints on what constitutes healthy nutrition, however, are manifold and highly subjective in nature, suggesting there is no one-size-fits-all behavioral change intervention. This research explores fundamental lay theories regarding healthy nutrition with consumers in Germany. The study aimed at identifying and characterizing distinct groups of consumers based on similarities and differences in the lay theories individuals hold by means of Q methodology. Thirty German consumers ranked a Q set of 63 statements representing a vast spectrum of individual opinions and beliefs on healthy nutrition into a quasi-normal distribution. Factor analysis identified four major lay theories on healthy nutrition: (1) "Healthy is what tastes good, in moderation", (2) "Healthy nutrition is expensive and inconvenient", (3) "Healthy is everything that makes me slim and pretty", and (4) "Only home-made, organic, and vegetarian food is healthy". Consensus existed among the theories about the question of whom to trust regarding nutritional information and the low relevance of information from official sources. Disagreement existed concerning the overall importance of healthy nutrition in day-to-day lives and whether food healthiness is related to organic or conventional production methods. The findings underscore that specific consumer groups should be engaged separately when intervening in healthy nutrition issues. Implications for public policies and intervention strategies are discussed.

How relationship satisfaction changes within and across romantic relationships: Evidence from a large longitudinal study.

Research suggests that relationship satisfaction changes in systematic ways over the course of a relationship. In this preregistered study, we tested whether relationship satisfaction changes differently as a function of the eventual outcome of the relationship, that is, whether the relationship lasted, whether it was dissolved, and whether people began a new relationship after separation. Data came from a large longitudinal study (the Longitudinal Study of Generations), including 2,268 participants aged 16-90 years, who were assessed at up to seven waves across 20 years. We used multilevel models to examine change in relationship satisfaction within relationships (i.e., comparing continuing and dissolving relationships) and across relationships (i.e., comparing consecutive relationships of the same persons). The results indicated that satisfaction in dissolving (vs. continuing) relationships was lower and showed a more pronounced decrease over the course of the relationship. Individuals who began a new relationship after separation were more satisfied at the beginning of the new relationship compared to the beginning of the previous relationship. However, satisfaction declined within both relationships (i.e., the previous and the new relationship). Moderator analyses indicated that relationship satisfaction decreased more strongly when participants had children, were in a dissolving relationship of briefer duration, and when the time lag between the previous and current relationship had been shorter. Overall, the findings contribute to understanding change in satisfaction within and across relationships. The Discussion addresses the possibility that couples tend to separate when relationship satisfaction falls below a critical value. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Rank-order stability of domain-specific self-esteem: A meta-analysis.

This meta-analysis examined the rank-order stability of domain-specific self-esteem by comprehensively synthesizing the available evidence in eight domains of self-esteem (i.e., academic, appearance, athletic, morality, romantic, social, mathematics, and verbal abilities). The analyses were based on longitudinal data from 118 independent samples, including 107,550 participants aged 4-24 years. The time lag between assessments ranged from 6 months to 20 years. As effect-size measure, we used test-retest correlations that were corrected for attenuation due to measurement error. The results suggested that individual differences in domain-specific self-esteem are relatively stable over time, with mean effect sizes ranging from .65 to .84 across domains. Rank-order stability systematically increased as a function of age, from low stability in early childhood to high stability in young adulthood. Moreover, rank-order stability systematically decreased as a function of time lag between assessments, asymptotically approaching medium-sized stabilities (ranging from .36 to .62 across domains) when the time lag became very long. Moderator analyses indicated that the findings held across differences with regard to gender and measure. In sum, the findings suggest that rank-order stability of domain-specific self-esteem is relatively high, even over long periods of time, indicating that the eight investigated facets of domain-specific self-esteem should be considered trait-like constructs. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Vanishing Boycott Impetus: Why and How Consumer Participation in a Boycott Decreases Over Time.

Media reports that a company behaves in a socially nonresponsible manner frequently result in consumer participation in a boycott. As time goes by, however, the number of consumers participating in the boycott starts dwindling. Yet, little is known on why individual participation in a boycott declines and what type of consumer is more likely to stop boycotting earlier rather than later. Integrating research on drivers of individual boycott participation with multi-stage models and the hot/cool cognition system, suggests a "heat-up" phase in which boycott participation is fueled by expressive drivers, and a "cool-down" phase in which instrumental drivers become more influential. Using a diverse set of real contexts, four empirical studies provide evidence supporting a set of hypotheses on promotors and inhibitors of boycott participation over time. Study 1 provides initial evidence for the influence of expressive and instrumental drivers in a food services context. Extending the context to video streaming services, e-tailing, and peer-to-peer ridesharing, Study 2, Study 3, and Study 4 show that the reasons consumers stop/continue boycotting vary systematically across four distinct groups. Taken together, the findings help activists sustain boycott momentum and assist firms in dealing more effectively with boycotts. Supplementary Information: The online version contains supplementary material available at 10.1007/s10551-021-04997-9.

Testing the bottom-up and top-down models of self-esteem: A meta-analysis of longitudinal studies.

The present meta-analysis tests the bottom-up and top-down models of self-esteem, by synthesizing the available longitudinal evidence on prospective effects between global and domain-specific self-esteem. The bottom-up model assumes that people's domain-specific self-esteem influences their global self-esteem, whereas the top-down model assumes the reverse direction of effects. Eight domains of self-esteem were assessed: academic abilities, physical appearance, athletic abilities, morality, romantic relationships, social acceptance, mathematics, and verbal abilities. We conducted a comprehensive search of the literature, which led to the inclusion of data from 43 independent samples (total N = 24,668). One-stage meta-analytic structural equation modeling was used to estimate the coefficients of interest. There was no evidence of publication bias. Overall, the results indicated a pattern of reciprocal prospective effects between global and domain-specific self-esteem. Bottom-up effects were significant in all domains except verbal abilities (mean effect sizes ranged from .05 to .19). Top-down effects were significant in all domains except mathematics (mean effect sizes ranged from .05 to .12, except .01 in the mathematics domain). None of the moderators tested (i.e., age, gender, measure, time lag, and publication year) was significant in any of the domains, which strengthens the generalizability of the results. In sum, the findings provide support for both bottom-up and top-down effects, suggesting a reciprocal relation model between global and domain-specific self-esteem. The discussion addresses the implications of the findings for research in the field of self-esteem. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Normative body image development: A longitudinal meta-analysis of mean-level change.

This meta-analysis synthesized longitudinal data on mean-level change in body image, focusing on the constructs of body satisfaction and dissatisfaction, body esteem, perceived attractiveness, valuation, self-objectification, and body shame. We searched five databases and accessed unpublished data to identify studies that assessed body image at two or more time points over six months or longer. Analyses were based on data from 142 samples representing a total of 128,254 participants. The age associated with the midpoint of measurement intervals ranged from 6 to 54 years. Multilevel metaregression models examined standardized yearly mean change, and the potential moderators of body image construct, gender, birth cohort, attrition rate, age, and time lag. Boys and men showed fluctuations in overall body image with net-improvements between ages 10 and 24. Girls and women showed worsening body image between ages 10 and 16, but improvements between ages 16 and 24. Change was greatest between ages 10 and 14, and stabilized around age 24. We found no effect of construct, birth cohort, or attrition rate. Results suggest a need to revise understandings of normative body image development: sensitive periods may occur somewhat earlier than previously believed, and body image may show mean-level improvements during certain age ranges.

Rank-order stability of relationship satisfaction: A meta-analysis of longitudinal studies.

Satisfaction with a romantic relationship often changes over time, and individuals differ in how satisfied they are in their relationship. However, no systematic review is available regarding the stability of individual differences in relationship satisfaction. Therefore, this meta-analysis synthesizes the available longitudinal data on rank-order stability of relationship satisfaction, as a function of age and relationship duration. Analyses were based on 148 samples including 153,396 participants reporting on their relationship over time. Mean age associated with the effect sizes ranged from 19 to 71 years, and mean relationship duration from 3 months to 46 years. On average, individual differences in relationship satisfaction were highly stable over time (r = .76, corrected for attenuation due to measurement error and based on an average time lag of 2.30 years). Rank-order stability varied systematically as a function of age, increasing from young to late adulthood with a slight decline during middle adulthood. Rank-order stability also varied as a function of relationship duration, increasing over the course of the relationship with a slight decline around 20 years of relationship duration. Moderator analyses suggested that relationship transitions shortly before Time 1 and sample type explained variance in rank-order stability. However, except for these two moderators, the pattern of findings was robust across all characteristics tested. In sum, this meta-analysis indicates that relationship satisfaction is a relatively stable construct, with lower stabilities in young adulthood and in the first years after beginning a relationship. This knowledge may stimulate future research on developmental processes within romantic relationships. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Is high self-esteem beneficial? Revisiting a classic question.

Debates about the benefits of self-esteem have persisted for decades, both in the scientific literature and in the popular press. Although many researchers and lay people have argued that high self-esteem helps individuals adapt to and succeed in a variety of life domains, there is widespread skepticism about this claim. The present article takes a new look at the voluminous body of research (including several meta-analyses) examining the consequences of self-esteem for several important life domains: relationships, school, work, mental health, physical health, and antisocial behavior. Overall, the findings suggest that self-esteem is beneficial in all these domains, and that these benefits hold across age, gender, and race/ethnicity, and controlling for prior levels of the predicted outcomes and potential third variable confounds. The meta-analytic estimates of self-esteem effects (which average .10 across domains) are comparable in size to estimates for other hypothesized causal factors such as self-efficacy, positive emotionality, attachment security, and growth mindset, and larger than some generally accepted pharmaceutical interventions. Discussion focuses on several issues that are critical for evaluating the findings, including the strength of the evidence for making causal inferences, the magnitude of the effects, the importance of distinguishing between self-esteem and narcissism, and the generalizability of the results. In summary, the present findings support theoretical conceptions of self-esteem as an adaptive trait that has wide-ranging influences on healthy adjustment and adaptation, and suggest that interventions aimed at boosting self-esteem might, if properly designed and implemented, benefit individuals and society as a whole. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

The benefits of self-esteem: Reply to Krueger et al. (2022) and Brummelman (2022).

Krueger et al. (2022) argue that our review (Orth & Robins, 2022) finds benefits of self-esteem primarily for subjective outcomes and largely fails to demonstrate any "objective" benefits. We disagree with this portrayal of the findings and highlight research that provides evidence for the benefits of self-esteem using objective measures. We also address Krueger et al.'s claim that positivity bias in self-reports can account for the effects of self-esteem on subjectively assessed life outcomes, and explain how the statistical analyses used to document these effects substantially control for this bias. We maintain that there is now a large body of evidence from meta-analyses and large-scale longitudinal studies demonstrating that high self-esteem has adaptive consequences for social relationships, school, work, mental health, physical health, and antisocial behavior. Brummelman (2022) presents a compelling theoretical framework that can guide the design of interventions to improve children's self-esteem. We agree with his concerns about the need for randomized controlled trials to evaluate the efficacy of self-esteem interventions and the importance of ensuring that children's self-esteem can be raised without causing them to become narcissistic. The research reviewed in our article indicates that high self-esteem is adaptive for children, adolescents, and adults, suggesting that well-designed and effective self-esteem interventions might be beneficial for individuals of all ages. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Effect size guidelines for cross-lagged effects.

Cross-lagged models are by far the most commonly used method to test the prospective effect of one construct on another, yet there are no guidelines for interpreting the size of cross-lagged effects. This research aims to establish empirical benchmarks for cross-lagged effects, focusing on the cross-lagged panel model (CLPM) and the random intercept cross-lagged panel model (RI-CLPM). We drew a quasirepresentative sample of studies published in four subfields of psychology (i.e., developmental, social-personality, clinical, and industrial-organizational). The dataset included 1,028 effect sizes for the CLPM and 302 effect sizes for the RI-CLPM, based on data from 174 samples. For the CLPM, the 25th, 50th, and 75th percentiles of the distribution corresponded to cross-lagged effect sizes of .03, .07, and .12, respectively. For the RI-CLPM, the corresponding values were .02, .05, and .11. Effect sizes did not differ significantly between the CLPM and RI-CLPM. Moreover, effect sizes did not differ significantly across subfields and were not moderated by design characteristics. However, effect sizes were moderated by the concurrent correlation between the constructs and the stability of the predictor. Based on the findings, we propose to use .03 (small effect), .07 (medium effect), and .12 (large effect) as benchmark values when interpreting the size of cross-lagged effects, for both the CLPM and RI-CLPM. In addition to aiding in the interpretation of results, the present findings will help researchers plan studies by providing information needed to conduct power analyses and estimate minimally required sample sizes. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Development of relationship satisfaction across the life span: A systematic review and meta-analysis.

Previous research has not led to any agreement as to the normative trajectory of relationship satisfaction. In this systematic review and meta-analysis, we summarize the available evidence on development of relationship satisfaction, as a function of age and relationship duration. Data came from 165 independent samples including 165,039 participants. In the analyses, we examined cross-sectional information on mean level, that is, the percent-of-maximum-possible (POMP) score at the first assessment, and longitudinal information on mean change (i.e., change in POMP scores per year). The mean age associated with effect sizes ranged from 20 to 76 years and the mean relationship duration from 3 months to 46 years. Results on mean levels indicated that relationship satisfaction decreased from age 20 to 40, reached a low point at age 40, then increased until age 65, and plateaued in late adulthood. As regards the metric of relationship duration, relationship satisfaction decreased during the first 10 years of the relationship, reached a low point at 10 years, increased until 20 years, and then decreased again. Results on mean change indicated that relationship satisfaction decreased within a given relationship, with the largest declines in young adulthood and in the first years of a relationship. Moderator analyses suggested that presence of children and measure of relationship satisfaction explained variance in the mean level. Except for these two moderators, the pattern of findings held across characteristics such as birth cohort, sample type, country, ethnicity, gender, household shared with partner, marital status, relationship transitions, and dyadic data. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Testing prospective effects in longitudinal research: Comparing seven competing cross-lagged models.

In virtually all areas of psychology, the question of whether a particular construct has a prospective effect on another is of fundamental importance. For decades, the cross-lagged panel model (CLPM) has been the model of choice for addressing this question. However, CLPMs have recently been critiqued, and numerous alternative models have been proposed. Using the association between low self-esteem and depression as a case study, we examined the behavior of seven competing longitudinal models in 10 samples, each with at least four waves of data and sample sizes ranging from 326 to 8,259. The models were compared in terms of convergence, fit statistics, and consistency of parameter estimates. The traditional CLPM and the random intercepts cross-lagged panel model (RI-CLPM) converged in every sample, whereas the other models frequently failed to converge or did not converge properly. The RI-CLPM exhibited better model fit than the CLPM, whereas the CLPM produced more consistent cross-lagged effects (both across and within samples) than the RI-CLPM. We discuss the models from a conceptual perspective, emphasizing that the models test conceptually distinct psychological and developmental processes, and we address the implications of the empirical findings with regard to model selection. Moreover, we provide practical recommendations for researchers interested in testing prospective associations between constructs and suggest using the CLPM when focused on between-person effects and the RI-CLPM when focused on within-person effects. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Development of domain-specific self-evaluations: A meta-analysis of longitudinal studies.

This meta-analysis investigated the normative development of domain-specific self-evaluations (also referred to as self-concept or domain-specific self-esteem) by synthesizing the available longitudinal data on mean-level change. Eight domains of self-evaluations were assessed: academic abilities, athletic abilities, physical appearance, morality, romantic relationships, social acceptance, mathematics, and verbal abilities. Analyses were based on data from 143 independent samples which included 112,204 participants. As the effect size measure, we used the standardized mean change d per year. The mean age associated with effect sizes ranged from 5 to 28 years. Overall, developmental trajectories of self-evaluations were positive in the domains of academic abilities, social acceptance, and romantic relationships. In contrast, self-evaluations showed negative developmental trajectories in the domains of morality, mathematics, and verbal abilities. Little mean-level change was observed for self-evaluations of physical appearance and athletic abilities. Moderator analyses were conducted for the full set of samples and for the subset of samples between ages 10 and 16 years. The moderator analyses indicated that the pattern of findings held across demographic characteristics of the samples, including gender and birth cohort. The meta-analytic dataset consisted largely of Western and White/European samples, pointing to the need of conducting more research with non-Western and ethnically diverse samples. The meta-analytic findings suggest that the notion that self-evaluations generally show a substantial decline in the transition from early to middle childhood should be revised. Also, the findings did not support the notion that self-evaluations reach a critical low point in many domains in early adolescence. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Self-esteem and satisfaction with social relationships across time.

Research on the longitudinal association between self-esteem and satisfaction with social relationships has led to ambiguous conclusions regarding the temporal order and strength of this relation. Existing studies have examined this association across intervals ranging from days to years, leaving it unclear as to what extent differences in timing may explain differences across studies. In the present study, we used continuous time structural equation models (i.e., CT-SEM) to examine cross-lagged relations between the constructs, and also distinguished between-person differences from within-person processes (i.e., RI-CT-SEM). We analyzed 10 years of annual data from the Longitudinal Internet Studies of the Social Sciences (N = 14,741). When using CT-SEM, we found a bidirectional positive relation between self-esteem and satisfaction with social relationships, with larger effects over longer intervals. When using RI-CT-SEM, we found the largest effects of self-esteem and satisfaction with social relationships across intervals of 1 year, with smaller effect sizes at both shorter and longer intervals. In addition, the effect of fluctuations in people's satisfaction with social relationships on fluctuations in their self-esteem was greater than the reverse effect. Our results highlight the importance of considering time when examining the relation between self-esteem and interpersonal outcomes and likely psychological constructs in general. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

The link between self-esteem and social relationships: A meta-analysis of longitudinal studies.

Theorists have long assumed that people's self-esteem and social relationships influence each other. However, the empirical evidence has been inconsistent, creating substantial uncertainty about whether relationships are in fact an influential factor in self-esteem development and vice versa. This meta-analysis synthesizes the available longitudinal data on the prospective effect of social relationships on self-esteem (48 samples including 46,231 participants) and the prospective effect of self-esteem on social relationships (35 samples including 21,995 participants). All effects controlled for prior levels of the outcomes. Results showed that relationships and self-esteem reciprocally predict each other over time with similar effect sizes (ß = .08 in both directions). Moderator analyses suggested that the effects held across sample characteristics such as mean age, gender, ethnicity, and time lag between assessments, except for the self-esteem effect on relationships, which was moderated by type of relationship partner (stronger for general relationships than for specific partners) and relationship reporter (stronger for self-reported than for informant-reported relationship characteristics). The findings support assumptions of classic and contemporary theories on the influence of social relationships on self-esteem and on the consequences of self-esteem for the relationship domain. In sum, the findings suggest that the link between people's social relationships and their level of self-esteem is truly reciprocal in all developmental stages across the life span, reflecting a positive feedback loop between the constructs. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Family environment and self-esteem development: A longitudinal study from age 10 to 16.

In this study, we examined the effect of family environment on self-esteem development from late childhood (age 10) through adolescence (age 16), using 4-wave longitudinal data from 674 Mexican-origin families living in the United States. To assess family environment, a multi-informant approach was used (i.e., mother, father, and child) to construct latent variables that minimize the influence of response biases. Using cross-lagged panel models (CLPMs) and random intercepts cross-lagged panel models (RI-CLPMs), we tested the prospective effects of parenting behaviors (warmth, hostility, monitoring, and involvement in child's education) and other characteristics of the family environment (quality of parental relationship, positive family values, maternal and paternal depression, economic conditions of the family, and presence of father). In the CLPMs, significant positive effects on children's self-esteem emerged for warmth, monitoring, low maternal depression, economic security (vs. hardship), and presence (vs. absence) of father. With regard to the reciprocal effects, children's self-esteem predicted positive family values (i.e., importance and centrality of the family) of mother and father. In the RI-CLPMs, the pattern of results was similar (in terms of point estimates of the effects); however, only the effects of maternal depression on child self-esteem, and the effect of child self-esteem on family values of father, were statistically significant. In all models, the effects did not differ significantly for boys and girls, or across ages 10 to 16. The findings suggest that multiple features of the family environment shape the development of self-esteem during late childhood and adolescence. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Why stop at two opinions? Reply to McCrae (2020).

McCrae (2020) argues that it is premature to explore interventions focused on personality change. In his commentary, he suggests that interventions should be promoted only if their effects in self-report data are confirmed by the additional opinion of informants. We agree with the essence of his position and would go further by envisioning a new framework for rigorous collaborative research on personality change (Bleidorn et al., 2020). We nevertheless maintain that policymakers would benefit from considering the additional opinion of personality scientists. (PsycInfo Database Record (c) 2020 APA, all rights reserved).