Who's most at risk? A person-centered approach to understanding the long-term relationship between early social media use and later depression across adolescence.

INTRODUCTION: Person-centered analyses examined the relationship between social media use and depression over an 8-year period. The purpose was to examine the varying ways early social media use was associated with the development of depressive symptoms with a hypothesis that social media would not have a uniform association with depressive symptoms across adolescents. METHODS: Participants included 488 adolescents (52% female), living in the United States, who were surveyed once a year for 8 years (beginning in 2010 when the average age for participants was 13.33 years old). RESULTS: Longitudinal mixture regression was used to identify classes of adolescents representing unique ways their early social media use was related to the development of depressive symptoms over an 8-year period. Five classes were found representing unique ways social media use was related to depression. Findings suggest social media use does not impact all adolescents in the same way. Social media use was related to increased depression for adolescents with greater parental hostility, peer bullying, anxiety, reactivity to stressors, and lower parental media monitoring. In other instances, social media use was related to less depression or was unrelated to depression. CONCLUSIONS: By identifying which adolescents may be most at risk from social media use, health providers, schools, and caregivers can tailor interventions to fit the needs of each adolescent.

Mental health at religious and non-religious universities: Examining the role of student religiousness and sexual/gender minority identity.

BACKGROUND: Religiousness is often related to positive mental health for university students. Yet this may not hold for sexual and gender minority (SGM) students at religious universities. Some studies find religiousness protective for SGM students, some find no relationship, and some find religiousness a risk. METHODS: Using the Healthy Minds data (n = 135,344) student mental health (suicide ideation and anxiety) was compared across religious universities (Catholic, evangelical, and "Other Christian") and nonreligious universities, examining moderation by student religiousness and SGM identity. RESULTS: Overall, there were no anxiety or ideation differences across religious and nonreligious universities except that students at "Other Christian" universities had slightly higher ideation than those at nonreligious universities. However, moderation analysis found SGMs at nonreligious universities at higher risk for anxiety compared to those at "Other Christian" universities. Student religious importance predicted lower ideation and anxiety across universities: though students for whom religion was unimportant were at greater risk for anxiety at nonreligious versus Catholic universities. Compared to SGMs at nonreligious universities, SGMs at evangelical universities who did not participate in extracurricular religious activities were at risk for ideation, but risk was low for SGMs who did participate. LIMITATIONS: Data were cross-sectional. Analyses were unable to control for whether students dropped out of a university. CONCLUSIONS: There were few overall differences between religious and nonreligious universities. Though moderation found attending a religious university either a protective or risk factor for some groups. The relations between being SGM and mental health should be considered concert with religiousness.

COVID-19 Stress, Religious Affiliation, and Mental Health Outcomes Among Adolescents.

PURPOSE: To examine the relationship between religious affiliation, stressors due to the COVID-19 pandemic, and mental health challenges in a representative sample of adolescents. METHODS: The sample was composed of 71,001 Utah adolescents who participated in a survey by the Utah Department of Health in 2021. Data are representative of all Utah adolescents in grades 6, 8, 10, and 12. Bootstrapped mediation was used to test indirect effects of religious affiliation on mental health challenges through COVID-19 stressors. RESULTS: Religious affiliation was related to significantly lower rates of teen mental health challenges as measured by suicidal thoughts, suicide attempts, and depression. For religiously affiliated adolescents, the rate of considering and attempting suicide was nearly half of that of unaffiliated adolescents. In mediation analyses, affiliation was indirectly related to mental health challenges (suicide ideation, suicide attempt, and depression) through stressors from COVID-19, including affiliated adolescents experiencing the following: less anxiety, fewer family fights, fewer school difficulties, and fewer skipped meals. However, affiliation was positively related to becoming sick with COVID-19 (or having COVID-19 symptoms), which was related to more suicidal thoughts. DISCUSSION: Findings suggest that adolescent religious affiliation may be a promotive factor that decreases mental health challenges through a reduction in COVID-19-related stressors, except religious individuals may be more likely to become sick. To increase positive mental health outcomes among adolescents during pandemic times, consistent and clear policies that facilitate religious connections that also align with good physical health measures will be critical.

Who is Most at Risk for Developing Physical Aggression After Playing Violent Video Games? An Individual Differences Perspective From Early Adolescence to Emerging Adulthood.

Many theories of development suggest that playing violent video games would not impact all adolescents the same way, yet empirical research is sparse. To date there have been no within-subjects analyses that examine which adolescents are most at risk for developing aggression after playing violent video games and under what context, and no longitudinal studies encompassing multiple developmental stages (i.e., early adolescence to emerging adulthood) that examine the long-term effects of playing violent video games. To address this gap, the current study used a longitudinal design (spanning 8 years and encompassing multiple developmental periods) with a sample of U.S. adolescents who completed questionnaires on aggression, video gaming, and multiple risk and protective factors for aggression. Participants included 488 adolescents (M age = 13.82, SD = 1.03 at the initial wave, 51% female, with 65% being White, 12% Black, 19% multiethnic, and 4% other). Mixture regression was utilized to model physical aggression over time and to examine how playing violent video games might be related to aggression on an individual level. There were four classes: "Multi-risk", "High Gaming, High Aggression" (both of which had high levels of aggression over time), "Moderate Risk", and "Low Risk, High Privilege" (both of which had lower levels of aggression over time). Individuals were most aggressive with multiple risk factors or higher levels of violent game play and playing violent video games likely increased aggression more in individuals with other gaming problems and in males with low self-regulation. The results are discussed using a balanced perspective and recognize that violent video games do not affect all adolescents the same way. This research has direct implications for designing interventions around reducing aggressive behavior among adolescents.

One Line of Sexual Decline? Growth Mixture Modeling for Midlife Sexual Satisfaction.

Most research has shown that sexual satisfaction in long-term relationships tends to decline over time. Studies showing the average trajectory, however, are limited by only assessing one slope. With longitudinal data from the Flourishing Families Project, Marital Instability Dataset, and the Iowa Youth and Families Project, we utilized growth mixture modeling to assess what trajectories of sexual satisfaction exist in midlife marriages. In the three samples (one individual, two dyadic), we found clear evidence for heterogeneous sexual satisfaction trajectories, for both wives and husbands. Through the datasets, we found some trajectories did decline over time. We also found stably high, stably medium, stably low, and some trajectories that showed an increase in sexual satisfaction over time. Overall, trajectories were similar for wives and husbands, though some classes had one partner with variability while the other was stable, some classes had trajectories with wives having higher sexual satisfaction than husbands, and some classes had trajectories with husbands having higher sexual satisfaction than wives. Demographic variables were not strong distinguishers of these differing trajectories. Both marital satisfaction and perceived marital stability trajectories (based on sexual satisfaction classes) generally had similar patterns to sexual satisfaction trajectories, with a few exceptions. Both marital satisfaction and perceived marital stability were less likely to significantly change over time, have discrepancies between wives and husbands, and have either low marital satisfaction or high perceived marital instability, even if sexual satisfaction was low. These data can help couples recognize various possibilities for sexual satisfaction over time, perhaps helping them to avoid cultural myths of inevitably declining sexual satisfaction.

Suicide Risk in Emerging Adulthood: Associations with Screen Time over 10 years.

Suicide rates have increased over the past decade, and screen media (and social media in particular) are often blamed for this marked increase. However, there is little longitudinal research on this topic. The current study examined the link between various types of screen media use over a 10-year period (from adolescence to emerging adulthood) to suicide risk in emerging adulthood. Participants included 500 adolescents (51% female) who were first surveyed in 2009, when they were an average of 13.82 years old (range 12-15 years). For girls, a high level of social media or television use in early adolescence followed by a marked increase over time was most predictive of suicide risk in emerging adulthood. Additionally, video game use that increased over time was also associated with a higher risk for developing suicide risk for girls. A passive sensing measurement was also included at the final wave of data collection to obtain a more accurate and complete picture of phone use in particular. The use of entertainment apps was risky for girls while reading apps were risky for boys. Additionally, video game use (for boys) was associated with suicide risk when cyberbullying was also high. Identifying nonnormative patterns of media during adolescence may be instructive in terms of suicide prevention efforts.

Longitudinal influence of shared marital power on marital quality and attachment security.

Spouses perceiving that they have shared power in marriage has been linked to higher marital quality and attachment security. Existing research, however, is limited in assessing how these perceptions influence both spouses and whether these influences endure over time. To address these limitations, we analyzed the longitudinal relationship reports from 319 couples from the Flourishing Families Project (FFP) to estimate biyearly (Waves 1, 3, and 5) and yearly (Waves 3-5) longitudinal actor-partner interdependence models. Reporting shared power in marriage was linked to the actors' higher marital quality and lower attachment insecurity over time (although less consistently for attachment insecurity). Longitudinal partner effects and indirect effects were also found from reports of shared marital power on both marital quality and attachment insecurity over time. The combined evidence suggests that power dynamics in a marriage are an important predictor of changes in couples' overall relational well-being. Accordingly, marriages appear to benefit from husbands and wives mutually seeking to help each other feel empowered in a relationship as equal and full partners. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

Advancing Research and Measurement on Fathering and Child Development.

Fathers are more than social accidents. Research has demonstrated that fathers matter to children's development. Despite noted progress, challenges remain on how best to conceptualize and assess fathering and father-child relationships. The current monograph is the result of an SRCD-sponsored meeting of fatherhood scholars brought together to discuss these challenges and make recommendations for best practices for incorporating fathers in studies on parenting and children's development. The first aim of this monograph was to provide a brief update on the current state of research on fathering and to lay out a developmental ecological systems perspective as a conceptual framework for understanding the different spaces fathers inhabit in their children's lives. Because there is wide variability in fathers' roles, the ecological systems perspective situates fathers, mothers, children, and other caregivers within an evolving network of interrelated social relationships in which children and their parents change over time and space (e.g., residence). The second aim was to present examples of empirical studies conducted by members of the international working group that highlighted different methods, data collection, and statistical analyses used to capture the variability in father-child relationships. The monograph ends with a commentary that elaborates on the ecological systems framework with a discussion of the broader macrosystem and social-contextual influences that impinge on fathers and their children. The collection of articles contributes to research on father-child relationships by advancing theory and presenting varied methods and analysis strategies that assist in understanding the father-child relationship and its impact on child development.

The Longitudinal Impact of Screen Time on Adolescent Development: Moderation by Respiratory Sinus Arrhythmia.

PURPOSE: To date, little is known about underlying psychophysiological contributions to the impact of media content and overall screen time on adolescent psychological functioning. In the present study we examine respiratory sinus arrhythmia (RSA) as a moderator of the link between specific types of media content use, overall media exposure, and the development of internalizing and aggressive symptoms in youth. METHODS: A sample of 374 adolescents (mean age = 15) reported on their media use, internalizing behavior, and aggressive behavior at time 1 (2011) and 1-year follow-up (2012). RSA reactivity was gathered during a challenging laboratory task. Path analyses were conducted to test the hypothesized three-way interaction model between media use, media content, and RSA reactivity, separately for internalizing and aggressive problems. RESULTS: Significant interactions were found for aggressive, but not prosocial, media content. For aggressive content, youth exhibiting RSA withdrawal reported significantly greater internalizing and aggressive symptoms when exposed to higher amounts of screen time and aggressive content. CONCLUSIONS: These findings suggest that profiles of heightened RSA withdrawal may place adolescents at greater risk to the negative impact of violent media, whereas prosocial media content may not significantly impact youth development of psychopathology. Implications for the role of psychophysiology in our understanding of media effects are discussed.

Parasympathetic and sympathetic reactivity moderate maternal contributions to emotional adjustment in adolescence.

A burgeoning literature supports the role of autonomic nervous system (ANS) functioning as an index of physiologic sensitivity to the environment, but extant research is limited in its focus on single branches of the ANS, childhood samples, and solely negative environmental factors. This study seeks to address these limitations by exploring whether reactivity in the parasympathetic (PNS) and sympathetic (SNS) nervous systems jointly moderate the prospective contributions of both positive (maternal involvement) and negative (maternal psychological control) aspects of the family environment to developmentally relevant outcomes in adolescence (depressive symptoms and emotion regulation). At Wave 1, adolescents (n = 352, 52% female, M age = 15.27, SD = 1.04; 65% White) and their parents completed a problem-solving discussion task, during which adolescent ANS activation was continuously monitored, and reports of maternal involvement, maternal psychological control, adolescent depressive symptoms, and adolescent emotion regulation were obtained. Adolescent depressive symptoms and emotion regulation were assessed again 1 year later (Wave 2). Results indicated that PNS and SNS reactivity jointly moderated the prospective contributions of maternal involvement and maternal psychological control to depressive symptoms and emotion regulation. Specifically, adolescents who exhibited reciprocal SNS activation appeared to be most sensitive to both positive and negative parenting environments. Adolescents exhibiting coinhibition or coactivation profiles of autonomic reactivity were comparatively unreactive to parenting. This study corroborates the notion that consideration of multiple physiological systems is critical to our understanding of biological processes in the development of emotional functioning in adolescence. (PsycINFO Database Record

Self-perceived Coparenting of Nonresident Fathers: Scale Development and Validation.

This study reports on the development and validation of the Fatherhood Research and Practice Network coparenting perceptions scale for nonresident fathers. Although other measures of coparenting have been developed, this is the first measure developed specifically for low-income, nonresident fathers. Focus groups were conducted to determine various aspects of coparenting. Based on this, a scale was created and administered to 542 nonresident fathers. Participants also responded to items used to examine convergent and predictive validity (i.e., parental responsibility, contact with the mother, father self-efficacy and satisfaction, child behavior problems, and contact and engagement with the child). Factor analyses and reliability tests revealed three distinct and reliable perceived coparenting factors: undermining, alliance, and gatekeeping. Validity tests suggest substantial overlap between the undermining and alliance factors, though undermining was uniquely related to child behavior problems. The alliance and gatekeeping factors showed strong convergent validity and evidence for predictive validity. Taken together, results suggest this relatively short measure (11 items) taps into three coparenting dimensions significantly predictive of aspects of individual and family life.

Does marital conflict predict infants' physiological regulation? A short-term prospective study.

Prior research has linked marital conflict to children's internalizing/externalizing disorders, insecure attachment, and poor emotional regulation (e.g., Cummings & Davies, 2010; Cummings, Iannotti, & Zahn-Waxler, 1985). Although investigators have examined the impact of marital discord on older children (e.g., Crockenberg & Langrock, 2001), few have explored direct links in infancy (e.g., Cowan & Cowan, 1999). This study extends earlier work by examining linkages between marital functioning (conflict and harmony) and infants' cardiac vagal tone and developmental status across 2 time points using a cross-lag approach. Differential findings were found for boys and girls, with concurrent linkages between marital love and vagal tone at 6 months for boys and girls but only for boys at 12 months. In addition, marital conflict at 6 months predicted lower cardiac vagal tone in girls at 12 months but not boys. Finally, infants' developmental status at 6 months was found to predict marital conflict at 12 months. Higher scores on the Psychomotor Development Index (PDI) predicted greater marital conflict whereas higher scores on the Mental Development Index (MDI) predicted lower conflict. These findings are discussed in the context of the emotional security hypothesis and the spillover framework as well as differential susceptibilities to early developmental contexts. (PsycINFO Database Record

Father-child closeness and conflict: Validating measures for nonresident fathers.

A child's relationship with his or her nonresident father has been found to be related to that child's development in important ways. However, validated measures of the relationship between nonresident fathers and their children are rare, particularly for low-income nonresident fathers. To provide guidance for researchers and practitioners evaluating nonresident fatherhood programs, this study uses a sample of 420 primarily low-income nonresident fathers to examine the reliability, convergent validity, and predictive validity of measures of father-child closeness and conflict contained in the Child-Parent Relationship Scale-Short Form (CPRS-SF). Validity was examined across 3 child age groups: preschool, middle childhood, and adolescence. The CPRS-SF closeness scale demonstrated measurement equivalence across time (conflict did not) and had excellent reliability and validity. Compared to the closeness scale, the CPRS-SF conflict scale was related to fewer validity items but still showed both convergent and predictive validity, including predicting child behavior problems (which the closeness scale did not). Both the closeness and conflict scales are recommended for use with low-income nonresident fathers. Age differences in validity findings are discussed. (PsycINFO Database Record

Family Financial Stress and Adolescent Sexual Risk-Taking: The Role of Self-Regulation.

The ability to control one's emotions, thoughts, and behaviors is known as self-regulation. Family stress and low adolescent self-regulation have been linked with increased engagement in risky sexual behaviors, which peak in late adolescence and early adulthood. The purpose of this study was to assess whether adolescent self-regulation, measured by parent and adolescent self-report and respiratory sinus arrhythmia, mediates or moderates the relationship between family financial stress and risky sexual behaviors. We assessed these relationships in a 4-year longitudinal sample of 450 adolescents (52 % female; 70 % white) and their parents using structural equation modeling. Results indicated that high family financial stress predicts engagement in risky sexual behaviors as mediated, but not moderated, by adolescent self-regulation. The results suggest that adolescent self-regulatory capacities are a mechanism through which proximal external forces influence adolescent risk-taking. Promoting adolescent self-regulation, especially in the face of external stressors, may be an important method to reduce risk-taking behaviors as adolescents transition to adulthood.

The role of multiple-group measurement invariance in family psychology research.

Measurement invariance (MI) is a property of measurement that is often implicitly assumed, but in many cases, not tested. When the assumption of MI is tested, it generally involves determining if the measurement holds longitudinally or cross-culturally. A growing literature shows that other groupings can, and should, be considered as well. Additionally, it is noted that the standard techniques for investigating MI have been focused almost exclusively on the case of 2 groups, with very little work on the case of more than 2 groups, even though the need for such techniques is apparent in many fields of research. This paper introduces and illustrates a model building technique to investigating MI for more than 2 groups. This technique is an extension of the already-existing hierarchy for testing MI introduced by Meredith (1993). An example using data on father involvement in 5 different groups of families of children with and without developmental disabilities from the Early Childhood Longitudinal Study-Birth Cohort dataset will be given. We show that without considering the possible differential functioning of the measurements on multiple developmental groups, the differences present between the groups in terms of the measurements may be obscured. This could lead to incorrect conclusions.

Physiological indicators of pathologic video game use in adolescence.

PURPOSE: Pathologic video game use (PVGU) has been associated with a host of negative psychological, physical, and social outcomes during adolescence; however, little research has examined physiological predictors of such use. The purpose of the study was to examine physiological predictors of the development of PVGU across adolescence. METHODS: The article involves a 1-year longitudinal study across midadolescence. Participants were 374 adolescents and their parents from a large metropolitan area in the Northwest United States. PVGU was assessed via questionnaire, as were a number of control variables. A number of physiological indicators including respiratory sinus arrhythmia (RSA) and galvanic skin conductance (indices of parasympathetic and sympathetic nervous system activity, respectively) were measured during baseline, a cognitively stimulating task (Rubik's cube), and a family problem-solving task. RESULTS: Less RSA withdrawal to a cognitively simulating task was related to greater pathologic video game symptoms, but less RSA withdrawal to a family problem-solving task was associated with the presence of pathologic video game symptoms (p < .05). For girls only, galvanic skin conductance activation during the family problem solving was related to greater pathologic video game symptoms (p < .01). CONCLUSIONS: These findings suggest that adolescents who do not find cognitive tasks stimulating physiologically have a greater severity of PVGU. Additionally, adolescents who show physiological signs of stress in a family task were more likely to have PVGU symptoms and only girls have more severe PVGU levels. This study is the first to show that physiological indicators predict PVGU over time in adolescence and has important implications regarding the prevention and treatment of PVGU in adolescence.

Father involvement and maternal depressive symptoms in families of children with disabilities or delays.

This study examined the longitudinal association between fathers' early involvement in routine caregiving, literacy, play, and responsive caregiving activities at 9 months and maternal depressive symptoms at 4 years. Data for 3,550 children and their biological parents were drawn from the Early Childhood Longitudinal Study-Birth Cohort data set. Analyses in a structural equation modeling framework examined whether the association between father involvement and maternal depressive symptoms differed for families of children with autism spectrum disorder (ASD) and for families of children with other disabilities or delays from families of children who were typically developing. Results indicated that father literacy and responsive caregiving involvement were associated with lower levels of depressive symptoms for mothers of children with ASD. These findings indicate that greater father involvement may benefit families of children with ASD and highlight the need to support and encourage service providers to work with fathers.

Father involvement: Identifying and predicting family members' shared and unique perceptions.

Father involvement research has typically not recognized that reports of involvement contain at least two components: 1 reflecting a view of father involvement that is broadly recognized in the family, and another reflecting each reporter's unique perceptions. Using a longitudinal sample of 302 families, this study provides a first examination of shared and unique views of father involvement (engagement and warmth) from the perspectives of fathers, children, and mothers. This study also identifies influences on these shared and unique perspectives. Father involvement reports were obtained when the child was 12 and 14 years old. Mother reports overlapped more with the shared view than father or child reports. This suggests the mother's view may be more in line with broadly recognized father involvement. Regarding antecedents, for fathers' unique view, a compensatory model partially explains results; that is, negative aspects of family life were positively associated with fathers' unique view. Children's unique view of engagement may partially reflect a sentiment override with father antisocial behaviors being predictive. Mothers' unique view of engagement was predicted by father and mother work hours and her unique view of warmth was predicted by depression and maternal gatekeeping. Taken, together finding suggests a far more nuanced view of father involvement should be considered.

Marital conflict and growth in children's internalizing symptoms: the role of autonomic nervous system activity.

We assessed trajectories of children's internalizing symptoms, indexed through anxiety and depression, with a focus on the role of interactions between interparental marital conflict, children's sympathetic nervous system activity indexed by skin conductance level (SCL), and parasympathetic nervous system activity indexed by respiratory sinus arrhythmia (RSA) as predictors of growth. Children participated in 3 waves of data collection with a 1-year lag between each wave. At T1, 128 girls and 123 boys participated (M age = 8.23 years; SD = 0.73). The most important findings reveal that girls with either low RSA in conjunction with low SCL (i.e., coinhibition) at baseline or with increasing RSA and decreasing SCL in response to a challenging task (i.e., reciprocal parasympathetic activation) are susceptible to high or escalating anxiety and depression symptoms, particularly in the context of marital conflict. Findings support the importance of concurrent examinations of environmental risk factors and physiological activity for better prediction of the development of anxiety and depression symptoms.

Mother knows best? Inhibitory maternal gatekeeping, psychological control, and the mother-adolescent relationship.

We used structural equation modeling to explore associations between inhibitory maternal gatekeeping attitudes, reports of inhibitory maternal gatekeeping behaviors, maternal psychological control, observed mother-adolescent warmth, and adolescent reports of maternal involvement. Our random stratified sample consisted of 315 mothers and their adolescents. Results revealed that inhibitory maternal gatekeeping attitudes were positively associated with reports of inhibitory gatekeeping behaviors. Psychological control fully mediated the relationship between inhibitory gatekeeping attitudes, reports of inhibitory gatekeeping behaviors, and adolescent reports of maternal involvement. Though gatekeeping attitudes and behaviors were not associated with observed mother-adolescent warmth, psychological control was negatively associated with observed mother-adolescent warmth. Thus, although prior research emphasized the negative effects of inhibitory gatekeeping on father-child relationships, the present research elucidates that in conjunction with psychological control, inhibitory gatekeeping negatively influences the mother-adolescent relationship. All findings are discussed in the context of family systems theory.