What is Parental Monitoring?

Parental monitoring is a construct of longstanding interest in multiple fields-but what is it? This paper makes two contributions to the ongoing debate. First, we review how the published literature has defined and operationalized parental monitoring. We show that the monitoring construct has often been defined in an indirect and nonspecific fashion and measured using instruments that vary widely in conceptual content. The result has been a disjointed empirical literature that cannot accurately be described as the unified study of a single construct nor is achieving a cumulative scientific character. Second, we offer a new formulation of the monitoring construct intended to remedy this situation. We define parental monitoring as the set of all behaviors performed by caregivers with the goal of acquiring information about the youth's activities and life. We introduce a taxonomy identifying 5 distinct types of monitoring behaviors (Types 1-5), with each behavior varying along five dimensions (performer, target, frequency, context, style). We distinguish parental monitoring from 16 other parenting constructs it is often conflated with and position monitoring as one element within the broader parent-youth monitoring process: the continuous, dyadic interplay between caregivers and youth as they navigate caregivers attempts' to monitor youth. By offering an explicit and detailed conceptualization of monitoring, we aim to foster more rigorous and impactful research in this area.

Long-term impact of the Fostering Healthy Futures for Preteens program on suicide-related thoughts and behaviors for youth in out-of-home care: A randomized controlled trial.

Youth in out-of-home care are at high risk for suicide-related thoughts and behaviors (STB), yet there are no known efficacious interventions that reduce STB for this population. Fostering Healthy Futures for Preteens (FHF-P) is a 9-month community-based mentoring and skills training preventive intervention for children in out-of-home care. A randomized controlled trial enrolled 156 participants aged 9-11 years who were placed in out-of-home care over the prior year. Participants were 48.9% female, 54.1% Hispanic, 30.1% Black, and 27.1% American Indian. Follow-up interviews, conducted 7-12 years postintervention (85.2% retention rate), asked young adult participants, aged 18-22, to self-report lifetime STB as indexed by non-suicidal self-injury, suicidal thoughts, plans, and/or attempts. There was a nonsignificant reduction in the odds of STB for the intervention group at follow-up (OR = 0.74; CI, 0.32, 1.69). However, FHF-P significantly moderated the effect of baseline STB; control youth who reported baseline STB had 10 times the odds of young adult STB (OR = 10.44, CI, 2.28, 47.78), but there was no increase in the odds of adult-reported STB for intervention youth. Findings suggest that FHF-P buffers the impact of pre-existing STB on young adult STB for care-experienced youth. Further research is needed to identify mechanisms that may reduce STB in this population.

Bivalent fears of evaluation: A developmentally-informed, multi-informant, and multi-modal examination of associations with safety behaviors.

Fears of negative (FNE) and positive (FPE) evaluation and safety behaviors feature prominently in cognitive-behavioral models of social anxiety. However, we have a poor understanding of their associations, particularly given evidence that they both vary in form and function. This study aimed to identify the factor structure of safety behaviors and explore their differential associations with FNE and FPE. We addressed these aims across samples that varied in developmental stage, informant, and assessment modality. We collected self-reported data from college students (n = 349; Mage = 19.42) and adolescent-parent dyads (n = 134; Mage_adolescents = 14.49, Mage_parents = 45.01); parents also completed an ecologically-valid evaluation task. We confirmed a two-factor structure of safety behaviors (i.e., avoidance and impression management) that fit the data well for college students, adolescents, and parents' self-report, but not for parents' report about adolescents. Associations between avoidance and impression management and FNE/FPE were significant within-informants but not between-informants. For parents, in-the-moment arousal following receipt of negative, but not positive, feedback was associated with avoidance and impression management. Findings have implications for integrated measurement of FNE, FPE, and safety behaviors, as well as treatments that target social anxiety through each of these domains.

Latent classes of oppositional defiant disorder in adolescence and prediction to later psychopathology.

Current conceptualizations of oppositional defiant disorder (ODD) place the symptoms of this disorder within three separate but related dimensions (i.e., angry/irritable mood, argumentative/defiant behavior, vindictiveness). Variable-centered models of these dimensions have yielded discrepant findings, limiting their clinical utility. The current study utilized person-centered latent class analysis based on self and parent report of ODD symptomatology from a community-based cohort study of 521 adolescents. We tested for sex, race, and age differences in the identified classes and investigated their ability to predict later symptoms of depression and conduct disorder (CD). Diagnostic information regarding ODD, depression, and CD were collected annually from adolescents (grades 6-9; 51.9% male; 48.7% White, 28.2% Black, 18.5% Asian) and a parent. Results provided evidence for three classes of ODD (high, medium, and low endorsement of symptoms), which demonstrated important developmental differences across time. Based on self-report, Black adolescents were more likely to be in the high and medium classes, while according to parent report, White adolescents were more likely to be in the high and medium classes. Membership in the high and medium classes predicted later increases in symptoms of depression and CD, with the high class showing the greatest risk for later psychopathology.

Integrating multi-informant reports of youth mental health: A construct validation test of Kraemer and colleagues' (2003) Satellite Model.

Accurately assessing youth mental health involves obtaining reports from multiple informants who typically display low levels of correspondence. This low correspondence may reflect situational specificity. That is, youth vary as to where they display mental health concerns and informants vary as to where and from what perspective they observe youth. Despite the frequent need to understand and interpret these informant discrepancies, no consensus guidelines exist for integrating informants' reports. The path to building these guidelines starts with identifying factors that reliably predict the level and form of these informant discrepancies, and do so for theoretically and empirically relevant reasons. Yet, despite the knowledge of situational specificity, few approaches to integrating multi-informant data are well-equipped to account for these factors in measurement, and those that claim to be well-positioned to do so have undergone little empirical scrutiny. One promising approach was developed roughly 20 years ago by Kraemer and colleagues (2003). Their Satellite Model leverages principal components analysis (PCA) and strategic selection of informants to instantiate situational specificity in measurement, namely components reflecting variance attributable to the context in which informants observe behavior (e.g., home/non-home), the perspective from which they observe behavior (e.g., self/other), and behavior that manifests across contexts and perspectives (i.e., trait). The current study represents the first construct validation test of the Satellite Model. A mixed-clinical/community sample of 134 adolescents and their parents completed six parallel surveys of adolescent mental health. Adolescents also participated in a series of simulated social interactions with research personnel trained to act as same-age, unfamiliar peers. A third informant (unfamiliar untrained observer) viewed these interactions and completed the same surveys as parents and adolescents. We applied the Satellite Model to each set of surveys and observed high internal consistency estimates for each of the six-item trait (α = 0.90), context (α = 0.84), and perspective (α = 0.83) components. Scores reflecting the trait, context, and perspective components displayed distinct patterns of relations to a battery of criterion variables that varied in the context, perspective, and source of measurement. The Satellite Model instantiates situational specificity in measurement and facilitates unifying conceptual and measurement models of youth mental health.

The Needs-to-Goals Gap: How informant discrepancies in youth mental health assessments impact service delivery.

Over 60 years of research reveal that informants who observe youth in clinically relevant contexts (e.g., home, school)-typically parents, teachers, and youth clients themselves-often hold discrepant views about that client's needs for mental health services (i.e., informant discrepancies). The last 10 years of research reveal that these discrepancies reflect the reality that (a) youth clients' needs may vary within and across contexts and (b) informants may vary in their expertise for observing youth clients within specific contexts. Accordingly, collecting and interpreting multi-informant data comprise "best practices" in research and clinical care. Yet, professionals across settings (e.g., health, mental health, school) vary in their use of multi-informant data. Specifically, professionals differ in how or to what degree they leverage multi-informant data to determine the goals of services designed to meet youth clients' needs. Further, even when professionals have access to multiple informants' reports, their clinical decisions often signal reliance on one informant's report, thereby omitting reports from other informants. Together, these issues highlight an understudied research-to-practice gap that limits the quality of services for youth. We advance a framework-the Needs-to-Goals Gap-to characterize the role of informant discrepancies in identifying youth clients' needs and the goals of services to meet those needs. This framework connects the utility of multi-informant data with the reality that services often target an array of needs within and across contexts, and that making decisions without accurately integrating multiple informants' reports may result in suboptimal care. We review evidence supporting the framework and outline directions for future research.

Unfamiliar Untrained Observers' Ratings of Adolescent Safety Behaviors Within Social Interactions with Unfamiliar Peer Confederates.

Adolescents experiencing social anxiety often engage in safety behaviors-covert avoidance strategies for managing distress (e.g., avoiding eye contact)-that factor into the development and maintenance of their concerns. Prior work supports the psychometric properties of the Subtle Avoidance Frequency Examination (SAFE), a self-report survey of safety behaviors. Yet, we need complementary methods for assessing these behaviors within contexts where adolescents often experience concerns, namely, interactions with unfamiliar peers. Recent work indicates that, based on short, direct social interactions with adolescents, individuals posing as unfamiliar peers (i.e., peer confederates) and without assessment training can capably report about adolescent social anxiety. We built on prior work by testing whether we could gather valid SAFE reports from unfamiliar untrained observers (UUOs), who observed adolescents within archived recordings of these short social interactions. A mixed clinical/community sample of 105 adolescents self-reported on their functioning and participated in a series of social interaction tasks with peer confederates, who also provided social anxiety reports about the adolescent. Based on video recordings of these tasks, trained independent observers rated adolescents' observed social skills, and an additional set of UUOs completed SAFE reports of these same adolescents. Unfamiliar untrained observers' SAFE reports (a) related to adolescents' SAFE self-reports, (b) distinguished adolescents on clinically elevated social anxiety concerns, (c) related to trained independent observers' ratings of adolescent social skills within interactions with peer confederates, and (d) related to adolescents' self-reported arousal within these same interactions. Our findings support use of unfamiliar observers' perspectives to understand socially anxious adolescents' interpersonal functioning.

The Fears of Evaluation About Performance (FEAP) Task: Inducing Anxiety-Related Responses to Direct Exposure to Negative and Positive Evaluations.

Fears of negative and positive evaluation (i.e., evaluative fears) manifest within performance-based situations (e.g., public speaking, group presentations), particularly among those experiencing social anxiety. Within these performance-based situations, individuals experiencing such evaluative fears frequently display a variety of impairments (e.g., avoidance, nervousness) that might manifest within and across various settings (e.g., employment, school). How do those who experience these fears react to in-the-moment feedback about their performance? We constructed the Fear of Evaluation About Performance (FEAP) task to examine ecologically valid experiences with anxiety when reacting to positive and negative feedback. During the task, participants gave a speech, and subsequent to this and in counterbalanced order, received positive and negative feedback about their speech, with continued assessment of anxiety-related arousal throughout the task. We tested the FEAP task among 127 adults, who provided self-reports of fears of positive and negative evaluation before completing the task. Fears of positive evaluation uniquely predicted arousal following receipt of positive feedback, whereas fears of negative evaluation uniquely predicted arousal following receipt of negative feedback. Relative to participants receiving positive feedback first, those receiving negative feedback first experienced elevated post-feedback arousal, followed by a steep decline in arousal post-positive feedback. Conversely, participants receiving positive feedback first experienced a buffer effect whereby arousal post-negative feedback remained low, relative to the arousal experienced post-negative feedback among those who received negative feedback first. We expect the FEAP task to inform basic science on fears of negative and positive evaluation, as well as treatment planning in applied clinical settings.

A Paradigm for Understanding Adolescent Social Anxiety with Unfamiliar Peers: Conceptual Foundations and Directions for Future Research.

Adolescents who experience social anxiety concerns often display symptoms and impairments when interacting with unfamiliar peers. For adolescent clients, reducing symptoms and impairments within these interactions comprises a key treatment target within exposure-based therapies for social anxiety. Recent work on mechanisms of change in exposure-based therapies highlights the need for therapeutic exposures to simulate real-world manifestations of anxiety-provoking social situations. Yet, researchers encounter difficulty with gathering ecologically valid data about social interactions with unfamiliar peers. The lack of these data inhibits building an evidence base for understanding, assessing, and treating adolescent clients whose concerns manifest within these social interactions. Consequently, we developed a paradigm for understanding adolescent social anxiety within social interactions with unfamiliar peers. In this paradigm, we train peer confederates to interact with adolescents as if they were a same-age peer, within a battery of social interaction tasks that mimic key characteristics of therapeutic exposures. Leveraging experimental psychopathology and multi-modal assessment approaches, this paradigm allows for understanding core components of social interactions with unfamiliar peers relevant to exposure-based therapy, including stimuli variability, habituation, expectancy violations, peers' impressions about socially anxious adolescents, and maladaptive coping strategies that inhibit learning from exposures (e.g., safety behaviors). We detail the conceptual and empirical foundations of this paradigm, highlight important directions for future research, and report "proof of concept" data supporting these research directions. The Unfamiliar Peer Paradigm opens new doors for building a basic science that informs evidence-based services for social anxiety, within clinically relevant contexts in adolescents' social worlds.

Kindergarten antecedents of the developmental course of active and passive parental monitoring strategies during middle childhood and adolescence.

Decades of research have highlighted the significance of parenting in children's development, yet few studies have focused specifically on the development of parental monitoring strategies in diverse families living in at-risk neighborhoods. The current study investigated the development of active (i.e., parental discussions and curfew rules) and passive (i.e., child communication with parents) parental monitoring strategies across different developmental periods (middle childhood and adolescence; Grades 4-5 and 7-11) as well as individual (child, parent), family, and contextual antecedents (measured in kindergarten) of this parenting behavior. Using an ecological approach, this study evaluated longitudinal data from 753 participants in the Fast Track Project, a multisite study directed at the development and prevention of conduct problems in at-risk children. Latent trajectory modeling results identified little to no mean growth in these monitoring strategies over time, suggesting that families living in at-risk environments may engage in consistent levels of monitoring strategies to ensure children's safety and well-being. Findings also identified several kindergarten antecedents of the growth factors of these parental monitoring strategies including (a) early child conduct problems; (b) parental warmth/involvement, satisfaction, and efficacy; and (c) parent-child relationship quality. These predictive effects largely highlighted the important role of early parenting behaviors on later levels of and growth in parental monitoring strategies. These findings have important implications for potential prevention and intervention targets to promote the development of parental monitoring strategies among families living in more at-risk contexts.

Children's Academic, Artistic, and Athletic Competencies: Successes Are in the Eye of the Beholder.

A significant challenge to fully understanding children's academic and other competencies is dependency of the determination on the method of study, including notably who makes the assessment. This study examined similarities and differences in child, mother, father, and teacher reports of children's competencies across multiple domains of math, reading, music, and sports from two separate perspectives of rater agreement, mean level and order association. Two hundred and sixty-seven European American families were recruited from the mid-Atlantic region of the United States, and children, mothers and fathers, and teachers completed a commonly used rating measure of children's competencies when the children were 10 years of age. Results showed (1) high levels of order agreement (perhaps reflecting the observable nature of children's competencies), (2) some systematic mean level differences across raters, and (3) little inter-domain agreement (except among teachers, which may reflect teachers' unique perspectives on children's competencies). The educational, developmental, and methodological implications of the findings are discussed in the context of children's school performance. Who makes the determination of children's several different competencies matters.

The Work and Social Adjustment Scale for Youth: A Measure for Assessing Youth Psychosocial Impairment Regardless of Mental Health Status.

A key component of delivering mental health services involves evaluating psychosocial impairments linked to mental health concerns. Youth may experience these impairments in various ways (e.g., dysfunctional family and/or peer relationships, poor school performance). Importantly, youth may display symptoms of mental illness without co-occurring psychosocial impairments, and the reverse may be true. However, all available instruments for assessing youth psychosocial impairments presume the presence of mental health concerns among those assessed. Consequently, key gaps exist in knowledge about the developmental psychopathology of psychosocial impairments; and thus how to understand impairments in the context of youth mental health. To address these issues we developed a modified version of a 5-item measure of adult psychosocial impairments (i.e., Work and Social Adjustment Scale for Youth [WSASY]) and tested its psychometric properties. A mixed clinical/community sample of adolescents and parents completed parallel versions of the WSASY, along with a multi-domain, multi-method battery of measures of adolescent internalizing and externalizing concerns, parent psychosocial functioning, adolescent-parent conflict, adolescent peer functioning, and observed social skills. On both versions of the WSASY, increased scores related to increased adolescent mental health concerns, adolescent-parent conflict, parent psychosocial dysfunction, and peer-related impairments. WSASY scores also distinguished adolescents who displayed co-occurring mental health concerns from those who did not, and related to observed social skills deficits within social interactions with unfamiliar peers. The WSASY opens doors to new areas of inquiry regarding the developmental psychopathology of impairment, including questions regarding the onset of impairments and their links to mental health.

Multi-Informant Assessments of Adolescent Social Anxiety: Adding Clarity by Leveraging Reports from Unfamiliar Peer Confederates.

Adolescent social anxiety (SA) assessments often include adolescent and parent reports, and low reporting correspondence results in uncertainties in clinical decision-making. Adolescents display SA within non-home contexts such as peer interactions. Yet, current methods for collecting peer reports raise confidentiality concerns, though adolescent SA assessments nonetheless would benefit from context-specific reports relevant to adolescent SA (i.e., interactions with unfamiliar peers). In a sample of 89 adolescents (30 Evaluation-Seeking; 59 Community Control), we collected SA reports from adolescents and their parents, and SA reports from unfamiliar peer confederates who interacted with adolescents during 20-minute mock social interactions. Adolescents and parents completed reports on trait measures of adolescent SA and related concerns (e.g., depressive symptoms), and adolescents completed self-reports of state arousal within mock social interactions. Adolescents' SA reports correlated with reports on parallel measures from parents in the .30s and with peer confederates in the .40s to .50s, whereas reports from parent-confederate dyads correlated in the .07 to .22 range. Adolescent, parent, and peer confederate SA reports related to reports on trait measures of adolescent SA and depressive symptoms, and distinguished Evaluation-Seeking from Community Control Adolescents. Confederates' SA reports incrementally predicted adolescents' self-reported SA over and above parent reports, and vice versa, with combined Rs ranging from .51 to .60. These combined Rs approximate typical correspondence levels between informants who observe adolescents in the same context (e.g., mother-father). Adolescent and peer confederate (but not parent) SA reports predicted adolescents' state arousal in social interactions. These findings have implications for clarifying patterns of reporting correspondence in clinical assessments of adolescent SA.

Longitudinal Relations Among Parental Monitoring Strategies, Knowledge, and Adolescent Delinquency in a Racially Diverse At-Risk Sample.

Parents raising youth in high-risk communities at times rely on active, involved monitoring strategies in order to increase both knowledge about youth activities and the likelihood that adolescents will abstain from problem behavior. Key monitoring literature suggests that some of these active monitoring strategies predict increases in adolescent problem behavior rather than protect against it. However, this literature has studied racially homogenous, low-risk samples, raising questions about generalizability. With a diverse sample of youth (N = 753; 58% male; 46% Black) and families living in high-risk neighborhoods, bidirectional longitudinal relations were examined among three aspects of monitoring (parental discussions of daily activities, parental curfew rules, and adolescent communication with parents), parental knowledge, and youth delinquency. Parental discussion of daily activities was the strongest predictor of parental knowledge, which negatively predicted delinquency. However, these aspects of monitoring did not predict later delinquency. Findings were consistent across gender and race/urbanicity. Results highlight the importance of active and involved parental monitoring strategies in contexts where they are most needed.

Convergent, incremental, and criterion-related validity of multi-informant assessments of adolescents' fears of negative and positive evaluation.

Adolescents who experience social anxiety tend to hold fears about negative evaluations (e.g., taunting) and may also hold fears about positive evaluations (e.g., praise from a teacher). The Brief Fear of Negative Evaluation (BFNE) scale and Fear of Positive Evaluation Scale (FPES) are 2 widely used measures of adults' evaluative concerns. Yet we know little about their psychometric properties when assessing adolescents. In a mixed clinical/community sample of 96 adolescents (66.7% female; M = 14.50 years, SD = 0.50; 63.3% African American), we examined both self-report and parent report versions of the BFNE and FPES. Adolescents and parents also provided reports about adolescents on survey measures of social anxiety and depressive symptoms. Adolescents participated in multiple social interactions in which they self-reported their state arousal before and during the tasks. Adolescent and parent BFNE and FPES reports distinguished adolescents who displayed elevated social anxiety from those who did not. Both informants' reports related to survey measures of adolescent social anxiety, when accounting for domains that commonly co-occur with social anxiety (i.e., depressive symptoms). Further, both the BFNE and FPES displayed incremental validity in relation to survey measures of adolescent social anxiety, relative to each other. However, only adolescents' BFNE and FPES reports predicted adolescents' self-reported arousal within social interactions, and only adolescents' FPES displayed incremental validity in predicting self-reported arousal, relative to their BFNE. Adolescent and parent BFNE and FPES reports display convergent validity and in some cases incremental and criterion-related validity. These findings have important implications for evidence-based assessments of adolescents' evaluative concerns.