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Ryjova Y, Gold AI, Timmons AC, Han SC, Chaspari T, Pettit C, Kim Y, Beale A, Kazmierski KFM, Margolin G. A day in the life: Couples' everyday communication and subsequent relationship outcomes. J Fam Psychol 2024; 38:453-465. [PMID: 38252084 PMCID: PMC10963157 DOI: 10.1037/fam0001180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
Understanding how communication processes contribute to well-functioning versus distressed couple relationships has relied largely on brief, laboratory-based conversations. Harnessing technological advancements, the present study extends the literature by capturing couples' naturalistic communication over one full day at Time 1 (T1). This study tested associations between data-driven categories of couple communication behaviors and relationship outcomes (i.e., relationship aggression, satisfaction, and dissolution) at Time 2 (T2), approximately 1 year later. Emerging adults in different-gender dating couples (n = 106 couples; 212 individuals; Mage = 22.57 ± 2.44; M relationship length = 30.49 months ± 24.05; 72.2% non-White) were each provided a smartphone programmed to audio record approximately 50% of a typical day. Interactions between partners were transcribed and coded for location, activity, affect, and a range of positive and negative communication behaviors for each partner. Even after controlling for T1 assessments of the relevant outcome, one's own hostility and one's partner's hostility at T1 were each positively associated with T2 relationship aggression and negatively associated with T2 relationship satisfaction. One's own withdrawal at T1 was positively associated with T2 relationship aggression perpetration, whereas one's partner's withdrawal was negatively linked to relationship satisfaction at T2. One's own playfulness, unexpectedly, was linked to lower subsequent relationship satisfaction. Withdrawal increased the likelihood of relationship dissolution, whereas warmth and playfulness decreased the likelihood of dissolution. The relevance of couples' ordinary, everyday communication for meaningful relationship outcomes is discussed. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Timmons AC, Han SC, Chaspari T, Kim Y, Narayanan S, Duong JB, Fiallo NS, Margolin G. Relationship satisfaction, feelings of closeness and annoyance, and linkage in electrodermal activity. Emotion 2023; 23:1815-1828. [PMID: 36649159 PMCID: PMC10349898 DOI: 10.1037/emo0001201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Physiological linkage refers to moment-to-moment, time-linked coordination in physiological responses among people in close relationships. Although people in romantic relationships have been shown to evidence linkage in their physiological responses over time, it is still unclear how patterns of covariation relate to in-the-moment, as well as general levels of, relationship functioning. In the present study with data collected between 2014 and 2017, we capture linkage in electrodermal activity (EDA) in a diverse sample of young-adult couples, generally representative and generalizable to the Los Angeles community from which we sampled. We test how naturally occurring, shifting feelings of closeness with and annoyance toward one's partner relate to concurrent changes in levels of physiological linkage over the course of 1 day. Additionally, we examine how linkage relates to overall relationship satisfaction. Results showed that couples evidenced significant covariation in their levels of physiological arousal in daily life. Further, physiological linkage increased during hours that participants felt close to their romantic partners but not during hours that participants felt annoyed with their partners. Finally, those participants with overall higher levels of relationship satisfaction showed lower levels of linkage over the day of data collection. These findings highlight how individuals respond in sync with their romantic partners and how this process ebbs and flows in conjunction with the shifting emotional tone of their relationships. The discussion focuses on how linkage might enhance closeness or, alternatively, contribute to conflict escalation and the potential of linkage processes to promote positive interpersonal relationships. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Timmons AC, Duong JB, Fiallo NS, Lee T, Vo HPQ, Ahle MW, Comer JS, Brewer LC, Frazier SL, Chaspari T. A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health. Perspect Psychol Sci 2023; 18:1062-1096. [PMID: 36490369 PMCID: PMC10250563 DOI: 10.1177/17456916221134490] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Advances in computer science and data-analytic methods are driving a new era in mental health research and application. Artificial intelligence (AI) technologies hold the potential to enhance the assessment, diagnosis, and treatment of people experiencing mental health problems and to increase the reach and impact of mental health care. However, AI applications will not mitigate mental health disparities if they are built from historical data that reflect underlying social biases and inequities. AI models biased against sensitive classes could reinforce and even perpetuate existing inequities if these models create legacies that differentially impact who is diagnosed and treated, and how effectively. The current article reviews the health-equity implications of applying AI to mental health problems, outlines state-of-the-art methods for assessing and mitigating algorithmic bias, and presents a call to action to guide the development of fair-aware AI in psychological science.
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Affiliation(s)
- Adela C. Timmons
- University of Texas at Austin Institute for Mental Health Research
- Colliga Apps Corporation
| | | | | | | | | | | | | | - LaPrincess C. Brewer
- Department of Cardiovascular Medicine, May Clinic College of Medicine, Rochester, Minnesota, United States
- Center for Health Equity and Community Engagement Research, Mayo Clinic, Rochester, Minnesota, United States
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Zhao X, Hayes T, Timmons AC, Wu W, Frazier SL. Unpacking Inequities in ADHD Diagnosis: Examining Individual-Level Race/Ethnicity and State-Level Online Information-Seeking Patterns. Adm Policy Ment Health 2023:10.1007/s10488-023-01259-w. [PMID: 36929270 PMCID: PMC10020073 DOI: 10.1007/s10488-023-01259-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2023] [Indexed: 03/18/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a prevalent, persistent, and costly mental health condition. The internet is an increasingly popular source for information related to ADHD. With a nationally representative sample (2018 NSCH), we aimed to separate individual- and state-level effects to examine inequities in ADHD diagnoses. We extracted state-level relative search volumes using "ADHD," "ADHD treatment," "ADHD medication," and "ADHD therapy" from Google Trends, and sociodemographic and clinical variables from the 2018 National Survey of Children's Health (N = 26,835). We examined state variation in ADHD-related information-seeking and applied multilevel modeling to examine associations among individual-level race/ethnicity, state-level information-seeking patterns, and ADHD diagnoses. Online information seeking related to ADHD varies by state and search term. Individual-level racial/ethnic background and state-level information-seeking patterns were associated with ADHD diagnoses; however, their cross-level interaction was not significant. This study adds to the strong body of evidence documenting geographical variation and diagnostic disparity in mental health and the growing literature on the impact of the digital divide on population health, indicating an urgent need for addressing inequities in mental health care. Increasing public interest in and access to empirically supported online information may increase access to care, especially among people of color.
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Affiliation(s)
- Xin Zhao
- Department of Medicine, University of California at Irvine, Irvine, USA.
| | - Timothy Hayes
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, Miami, USA
| | - Adela C Timmons
- Department of Psychology, College of Liberal Arts, University of Texas at Austin, Austin, USA
| | - Wensong Wu
- Department of Mathematics and Statistics, College of Arts, Sciences, & Education, Florida International University, Miami, USA
| | - Stacy L Frazier
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, Miami, USA
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Ramos MC, Arbel R, Timmons AC, Rodriguez AJ, Margolin G. Observed parent-adolescent coalitions and family hostilities during family discussions: Associations with marital aggression. Fam Process 2022; 61:1305-1323. [PMID: 34494257 DOI: 10.1111/famp.12719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 07/21/2021] [Accepted: 07/27/2021] [Indexed: 06/13/2023]
Abstract
This study investigated bidirectional associations between observed parent-youth coalitions-wherein one parent and a child align themselves against the other parent-and family hostilities as they evolved in real-time during triadic family conflict discussions. Participants were 102 families with an adolescent child (50% girls, Mage = 15.3 years, SD = 0.8). Using time-lagged, multilevel models, we tested immediate, temporal influences from hostility (within marital and mother-youth and father-youth relationships) to parent-youth coalitions and vice versa. Guided by sensitization theories, we also investigated whether a history of marital aggression moderated these links. Results indicated multiple concurrent links supporting the interconnectedness of cross generational coalitions and angry, critical exchanges within multiple family relationships. Moreover, time-linked effects demonstrated that hostility within both the marital and parent-adolescent domains preceded subsequent coalitions, and also that coalitions preceded hostility, particularly in the parent-adolescent domain. Findings further demonstrated that marital aggression moderates temporal associations between fathers' marital hostility and father-youth coalitions. These patterns highlight the dynamic links between hostilities and coalitions, how such patterns spill over across family subsystems, and how these two insidious influences in parents' interactions with their adolescent youth may mutually reinforce each other. This study informs intervention efforts by identifying patterns and sequences of family hostilities surrounding parent-youth coalitions during adolescence.
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Affiliation(s)
- Michelle C Ramos
- Department of Child and Adolescent Studies, California State University, Fullerton, Fullerton, California, USA
| | - Reout Arbel
- Department of Counseling and Human Development, University of Haifa, Haifa, Israel
| | - Adela C Timmons
- Department of Psychology, Center for Children and Families, Florida International University, Miami, Florida, USA
| | - Aubrey J Rodriguez
- Mental Health Residential Rehabilitation Treatment Program, Southern Arizona VA Healthcare System, Tucson, Arizona, USA
| | - Gayla Margolin
- Department of Psychology, University of Southern California, Los Angeles, California, USA
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Margolin G, Daspe MÈ, Timmons AC, Corner GW, Pettit C, Rasmussen HF, Chaspari T, Han SC, Arbel R, Spies Shapiro L, Kazmierski KFM, Del Piero LB, Schacter HL. What happens when romantic couples discuss personal loss? Relational, emotional, and physiological impacts. J Fam Psychol 2022; 36:863-873. [PMID: 35298187 PMCID: PMC9710234 DOI: 10.1037/fam0000979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Does talking about loss with a romantic partner have salutary personal and relationship effects? Prior evidence reveals the benefits of emotional disclosure in couple relationships, yet disclosure about loss has been overlooked in research on couple communication. Using a novel communication paradigm with young-adult heterosexual romantic partners (N = 114 couples), we investigated emotions, physiological arousal (skin conductance responses [SCR]), and relationship closeness when narrating a personal loss and listening to the partner's loss, and compared these loss discussions to discussions about desired relationship changes. Based on partners' self-reports, narrating loss elicited more vulnerable and, unexpectedly, more antagonistic emotions. Both narrating and listening to loss produced higher self-reported partner closeness, compared to discussing change. In support of the physiological benefits of disclosure, women's SCRs decreased over the discussion when they narrated their own loss. However, both women and men as listeners show a general trend of increasing SCRs over the discussion, suggesting the challenges of being a responsive partner. Moreover, in line with the putative protective effects of partners' biological interdependencies, partner closeness also was higher when both partners showed synchronous decreasing SCR as women narrated their loss. Although limited to young couples in relatively short relationships, these findings reveal some potential benefits of talking about loss in the context of romantic relationships. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Gayla Margolin
- Department of Psychology, University of Southern California
| | | | | | | | - Corey Pettit
- Department of Psychology, University of Virginia
| | | | | | - Sohyun C. Han
- Department of Psychology, University of Southern California
| | - Reout Arbel
- Department of Counseling and Human Development, University of Haifa
| | | | | | - Larissa B. Del Piero
- VA Puget Sound Health Care System; Department of Rehabilitation Medicine, University of Washington School of Medicine
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Abstract
Health information influences consumer decision making to seek, select, and utilize services. Online searching for mental health information is increasingly common, especially by adolescents and parents. We examined historical trends and factors that may influence population-level patterns in information seeking for attention-deficit/hyperactivity disorder (ADHD). We extracted Google Trends data from January 2004 to February 2020. Keywords included "ADHD," "ADHD treatment," "ADHD medication," and "ADHD therapy." We examined trends (systematic change over time) and seasonality (repeating pattern of change) via time-series analyses and graphics. We also used interrupted time-series analyses to examine the impact of celebrity and pharmaceutical events. Queries of "ADHD medication" increase, while queries for "ADHD therapy" remain relatively low despite a positive linear trend. Searches for "ADHD treatment" displayed a downward trend in more recent years. Analyses on seasonality revealed that holiday breaks coincided with a decrease in search interest, while post-break periods illustrated a rise, and the ADHD Awareness Month (October) coincided with a rise of public interest in all four search terms. Celebrity effects were more prominent in earlier years; the "Own It" pharmaceutical campaign may have increased ADHD awareness and the specificity of searches for "ADHD medication." The anonymous, accessible, and low-cost nature of seeking information online makes search engines like Google important sources of mental health information. Changing search patterns in response to seasonal, advocacy, and media events highlight internet-based opportunities for raising awareness and disseminating empirically supported information.
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Affiliation(s)
- Xin Zhao
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, 11200 SW 8th Street, Miami, USA.
| | - Stefany J Coxe
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, 11200 SW 8th Street, Miami, USA
| | - Adela C Timmons
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, 11200 SW 8th Street, Miami, USA
| | - Stacy L Frazier
- Department of Psychology, College of Arts, Sciences, & Education, Florida International University, 11200 SW 8th Street, Miami, USA
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Schacter HL, Pettit C, Kim Y, Sichko S, Timmons AC, Chaspari T, Han SC, Margolin G. A Matter of the Heart: Daytime Relationship Functioning and Overnight Heart Rate in Young Dating Couples. Ann Behav Med 2021; 54:794-803. [PMID: 32282892 DOI: 10.1093/abm/kaaa019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Although past longitudinal research demonstrates that romantic partners affect one another's health outcomes, considerably less is known about how romantic experiences "get under the skin" in everyday life. PURPOSE The current study investigated whether young couples' naturally occurring feelings of closeness to and annoyance with each other during waking hours were associated with their overnight cardiovascular activity. METHODS Participants were 63 heterosexual young adult dating couples (Mage = 23.07). Using ecological momentary assessments, couples reported their hourly feelings of closeness to and annoyance with their partners across 1 day; subsequent overnight heart rate was captured through wearable electrocardiogram biosensors. Actor-partner interdependence models tested whether individuals' overnight heart rate varied as a function of (a) their own daytime feelings of closeness and annoyance (actor effects) and (b) their partner's daytime feelings of closeness and annoyance (partner effects) while controlling for daytime heart rate. RESULTS Although young adults' feelings of romantic closeness and annoyance were unrelated to their own overnight heart rate (i.e., no actor effects), gender-specific partner effects emerged. Young men's nocturnal heart rate was uniquely predicted by their female partner's daytime relationship feelings. When women felt closer to their partners during the day, men exhibited lower overnight heart rate. When women felt more annoyed with their partners during the day, men exhibited heightened overnight heart rate. CONCLUSIONS The findings illustrate gender-specific links between couple functioning and physiological arousal in the everyday lives of young dating couples, implicating physiological sensitivity to partner experiences as one potential pathway through which relationships affect health.
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Affiliation(s)
| | - Corey Pettit
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Yehsong Kim
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Stassja Sichko
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Adela C Timmons
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Theodora Chaspari
- Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA
| | - Sohyun C Han
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Gayla Margolin
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
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9
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Abstract
Respiratory sinus arrhythmia (RSA), an index of the parasympathetic nervous system, has recently gained attention as a physiological component of regulatory processes, social connectedness, and health. Within the context of romantic relationships, studies have operationalized and conceptualized RSA in disparate ways, obscuring a clear pattern of findings. This systematic review synthesizes the rapidly developing literature and clarifies the role of RSA in romantic relationships. We evaluate support for three conceptual hypotheses: (1) resting baseline RSA is associated with better quality relationships; (2) phasic RSA is reflective of changes in threat and connection during couple interactions; and (3) physiological linkage in RSA between romantic partners relates to positive or negative relationship functioning depending on the nature of the linkage (e.g., in-phase vs. antiphase). We identified 26 empirical studies that tested associations between RSA and an index of romantic relationships (i.e., relationship satisfaction). Our findings show that higher RSA is not uniformly "good" for relationships. Higher resting baseline RSA was contemporaneously associated with better quality relationships, yet higher baseline RSA was also unexpectedly associated with relationship violence. Short-term decreases in RSA were found during relationship conflict, though the opposite-phasic increases in RSA during positive romantic partner interactions-was not found due to mixed empirical support. As expected, evidence for RSA linkage was found, though the connection between linkage and relationship functioning depends on the context in which it was measured. We discuss methodological limitations and directions for future research.
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10
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Han SC, Schacter HL, Timmons AC, Kim Y, Sichko S, Pettit C, Chaspari T, Narayanan S, Margolin G. Romantic partner presence and physiological responses in daily life: Attachment style as a moderator. Biol Psychol 2021; 161:108082. [PMID: 33753190 PMCID: PMC8113087 DOI: 10.1016/j.biopsycho.2021.108082] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 03/15/2021] [Accepted: 03/16/2021] [Indexed: 01/26/2023]
Abstract
The present study investigated whether the presence of a romantic partner in daily life is associated with attenuated sympathetic nervous system responses. Additionally, romantic attachment style was tested as a moderator. For one day, 106 heterosexual young adult dating couples wore ambulatory sensors that monitored electrodermal activity (EDA) - an index of sympathetic arousal. Couples reported whether they were together or apart for every hour of the data collection day. Men and women exhibited lower EDA during hours in which their partner was present compared to hours in which they were absent. Additionally, romantic attachment style moderated this association; those who had low anxious attachment showed a stronger attenuating effect of partner presence compared to those with higher anxious attachment. Similarly, those who had low avoidant attachment showed heightened effects of partner presence compared to those with higher avoidant attachment. Romantic partner presence may facilitate everyday health-promoting physiological processes.
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Affiliation(s)
- Sohyun C. Han
- University of Southern California, Department of Psychology, 3620 S. McClintock Ave, Los Angeles, CA 90089, USA
| | - Hannah L. Schacter
- Wayne State University, Department of Psychology, 5057 Woodward Ave, Detroit, MI 48202, USA
| | - Adela C. Timmons
- Florida International University, Center for Children and Families, 11200 SW 8th St, Miami, FL 33199, USC
| | - Yehsong Kim
- University of Southern California, Department of Psychology, 3620 S. McClintock Ave, Los Angeles, CA 90089, USA
| | - Stassja Sichko
- University of California, Los Angeles, Department of Psychology, 1285 Franz Hall, Los Angeles, CA 90095, USA
| | - Corey Pettit
- University of Virginia, Department of Psychology, 485 McCormick Road, Charlottesville, VA 22903, USA
| | - Theodora Chaspari
- Texas A&M University, Computer Science and Engineering, 710 Ross St, College Station, TX 77843, USA
| | - Shrikanth Narayanan
- University of Southern California, Department of Electrical and Computer Engineering, 3740 McClintock Ave, Los Angeles, CA 90089, USA
| | - Gayla Margolin
- University of Southern California, Department of Psychology, 3620 S. McClintock Ave, Los Angeles, CA 90089, USA
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Carl JR, Jones DJ, Lindhiem OJ, Doss BD, Weingardt KR, Timmons AC, Comer JS. Regulating digital therapeutics for mental health: Opportunities, challenges, and the essential role of psychologists. Br J Clin Psychol 2021; 61 Suppl 1:130-135. [PMID: 33650131 DOI: 10.1111/bjc.12286] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
With so many promising digital therapeutics for anxiety and obsessive-compulsive (OC) spectrum problems, there is an urgent need to consider how evolving regulatory oversight of digital therapeutics is poised to shift how these tools are developed, evaluated, reimbursed, and delivered. In this commentary, we discuss both opportunities and potential pitfalls associated with emerging government regulations of digital therapeutics for mental health, and we consider how applying the traditional 'prescription-based' medical approval paradigm to digital therapeutics for mental health could ultimately undermine and limit the broad accessibility of these software-based innovations that have been explicitly designed to expand the accessibility of care. For example, the vast majority of behavioural and mental health providers do not have 'prescription privileges' (a term originally rooted in pharmacologic practices), and as a result, under current regulations in the U.S. would not be authorized to make FDA-cleared digital therapeutics available to their patients. This is particularly concerning given that most digital therapeutics for mental health are directly rooted in psychological and behavioural science, yet psychologists would not be authorized to incorporate these innovations into their practice. We consider how synchronizing regulatory standards across countries may prove useful, and we conclude by arguing that multidisciplinary teams making regulatory decisions concerning digital therapeutics for mental health must include representation from the discipline and practice of psychology. PRACTITIONER POINTS: Emerging government regulations of digital therapeutics for mental health present both opportunities and potential pitfalls Applying the traditional 'prescription-based' medical approval paradigm to digital therapeutics for mental health could ultimately undermine the broad accessibility of these software-based innovations. Synchronizing regulatory standards across countries may prove useful. Multidisciplinary teams making regulatory decisions concerning digital therapeutics for mental health must include representation from the field of psychology.
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Affiliation(s)
- Jenna R Carl
- Big Health Inc., San Francisco, California, USA.,Big Health Inc., London, UK
| | - Deborah J Jones
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Oliver J Lindhiem
- Department of Psychiatry, University of Pittsburgh, Pennsylvania, USA
| | - Brian D Doss
- Department of Psychology, University of Miami, Florida, USA
| | | | - Adela C Timmons
- Department of Psychology, Florida International University, Miami, Florida, USA
| | - Jonathan S Comer
- Department of Psychology, Florida International University, Miami, Florida, USA
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12
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Timmons AC, Han SC, Kim Y, Pettit C, Perrone L, Power K, Vitale L, Margolin G. Fluctuations in pronoun use in everyday life: Understanding couple aggression in context. J Fam Psychol 2021; 35:149-159. [PMID: 33871276 PMCID: PMC8386250 DOI: 10.1037/fam0000699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Everyday language use, including the pronouns people choose when speaking to romantic partners, may reflect underlying aspects of relationship functioning and may have important implications for understanding couple conflict and dating aggression more generally. The current study measured couples' hour-to-hour "we," "I," and "you" speech in daily life and examined symmetry in pronoun use, or the extent to which partners mirror each other in the frequency of the pronouns they use. First, we examined associations between symmetry in pronoun use and overall levels of dating aggression. Second, we investigated whether aggressive couples evidence patterns of pronoun use distinct from nonaggressive couples when they become annoyed with each other. Multilevel models showed that symmetry in "we" speech and symmetry in "I" speech each were related to lower levels of dating aggression. In addition, symmetry in couples' "you" speech increased during hours of annoyance, but only among those couples reporting high levels of aggression in their relationships. These results demonstrate how everyday language use relates to couples' general tendencies toward aggression and how such patterns are linked to ongoing fluctuations in the emotional tone of the relationship. The discussion focuses on implications for intervention and the use of novel ambulatory assessment methods for capturing couple processes in real-life contexts. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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13
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Han SC, Schacter HL, Timmons AC, Kim Y, Sichko S, Pettit C, Margolin G. Feelings of Annoyance and Spoken Anger Words in Couples’ Everyday Lives: The Role of Family-of-Origin Aggression. Social Psychological and Personality Science 2020. [DOI: 10.1177/1948550620958806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Little is known about the words that romantic couples use during emotionally heightened moments such as when feeling annoyed with their partner. In the present study, young adult couples received mobile phones that audio-recorded 50% of their day and prompted hourly self-reports of partner-related annoyance. Actor–partner models tested within-person (hourly) and between-person (across the day) associations between feelings of annoyance and spoken anger words; furthermore, exposure to retrospectively assessed parent-to-child aggression (PCA) was examined as a moderator of these links. Men reporting more annoyance across the day as well as greater PCA used more overall anger words. For women, hourly anger words fluctuated in relation to men’s annoyance; moreover, greater PCA strengthened the link between women’s own hourly reported annoyance and anger words. Our findings highlight nuances in couples’ communication of everyday relationship distress and point to the role of PCA in next-generation romantic relationships.
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Affiliation(s)
- Sohyun C. Han
- University of Southern California, Los Angeles, CA, USA
| | | | | | - Yehsong Kim
- University of Southern California, Los Angeles, CA, USA
| | | | - Corey Pettit
- University of Virginia, Charlottesville, VA, USA
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14
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Comer JS, Timmons AC. The other side of the coin: Computer‐mediated interactions may afford opportunities for enhanced empathy in clinical practice. Clinical Psychology: Science and Practice 2019. [DOI: 10.1111/cpsp.12308] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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15
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Arbel R, Schacter HL, Han SC, Timmons AC, Spies Shapiro L, Margolin G. Day-to-day friends' victimization, aggression perpetration, and morning cortisol activity in late adolescents. Dev Psychobiol 2019; 61:930-941. [PMID: 30697720 PMCID: PMC6667321 DOI: 10.1002/dev.21829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 12/24/2018] [Accepted: 12/27/2018] [Indexed: 11/06/2022]
Abstract
This study investigates bidirectional associations between adolescents' daily experiences of victimization and aggression perpetration within friendships. We investigated (a) across-day associations between victimization and aggression perpetration; (b) morning cortisol activity as a moderator of cross-day victimization and aggression links; and (c) potential sex differences in these patterns. For 4 consecutive days, 99 adolescents (Mage = 18.06, SD = 1.09, 46 females) reported whether they were victimized by or aggressive toward their friends. On three of these days, adolescents provided three morning saliva samples. Multilevel path analyses showed that across days, victimization and aggression were bidirectionally linked, but only for male adolescents. Additionally, for male adolescents, morning cortisol output (but not morning cortisol increase) moderated the association between victimization and next-day aggression; victimization predicted greater next-day aggression for boys with low, but not high, morning cortisol output. Findings implicate a physiological factor that may modify daily links between victimization and aggression in male adolescent friendships.
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Affiliation(s)
- Reout Arbel
- Department of Counseling and Human Development, University of Haifa, Haifa, Israel
| | - Hannah L Schacter
- Department of Psychology, University of Southern California, Los Angeles, California
| | - Sohyun C Han
- Department of Psychology, University of Southern California, Los Angeles, California
| | - Adela C Timmons
- Department of Psychology, Florida International University, North Miami, Florida
| | - Lauren Spies Shapiro
- Department of Psychology, University of Southern California, Los Angeles, California
| | - Gayla Margolin
- Department of Psychology, University of Southern California, Los Angeles, California
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Comer JS, Conroy K, Timmons AC. Ensuring wearable devices don’t wear out their welcome: Cautions for the mental health care road ahead. Clinical Psychology: Science and Practice 2019. [DOI: 10.1111/cpsp.12297] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Timmons AC, Han SC, Chaspari T, Kim Y, Pettit C, Narayanan S, Margolin G. Family-of-origin aggression, dating aggression, and physiological stress reactivity in daily life. Physiol Behav 2019; 206:85-92. [PMID: 30902632 DOI: 10.1016/j.physbeh.2019.03.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 02/25/2019] [Accepted: 03/18/2019] [Indexed: 10/27/2022]
Abstract
Individuals exposed to aggression and who perpetrate aggression against others show differences in their physiological activation during stress; the goal of the present study is to investigate physiological stress reactivity as a factor contributing to the intergenerational transmission of aggression. To test associations between family-of-origin aggression (FOA), physiological reactivity in daily life, and dating aggression perpetration, we used ecological momentary assessment to monitor fluctuations in young adult (Mage = 23.1 years) dating couples' electrodermal activity (EDA) over an entire day and examined how naturally-occurring bouts of annoyance between partners relate to EDA, FOA, and dating aggression perpetration. Dating perpetration was linked to lower general levels of EDA in both men and women, while FOA was linked to lower general levels of EDA in men only. For women, multi-group, multilevel models showed that FOA and dating aggression perpetration moderated the association between feeling annoyed and EDA, such that those with greater FOA and dating aggression perpetration showed greater EDA reactivity during naturally-occurring relationship stress. Furthermore, this pattern of EDA reactivity mediated the link between FOA and dating aggression perpetration in women. These results provide evidence that FOA and dating aggression perpetration are linked to patterns of physiological responsivity in everyday life and suggest that these patterns could be important factors contributing to the intergenerational transmission of aggression.
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Affiliation(s)
| | - Sohyun C Han
- University of Southern California, United States of America
| | | | - Yehsong Kim
- University of Southern California, United States of America
| | - Corey Pettit
- University of Southern California, United States of America
| | | | - Gayla Margolin
- University of Southern California, United States of America
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Timmons AC, Baucom BR, Han SC, Perrone L, Chaspari T, Narayanan SS, Margolin G. New Frontiers in Ambulatory Assessment. Social Psychological and Personality Science 2017. [DOI: 10.1177/1948550617709115] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Adela C. Timmons
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | | | - Sohyun C. Han
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Laura Perrone
- Department of Psychology, Stony Brook University, New York, NY, USA
| | - Theodora Chaspari
- Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Shrikanth S. Narayanan
- Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Gayla Margolin
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
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Arbel R, Shapiro LS, Timmons AC, Moss IK, Margolin G. Adolescents' Daily Worry, Morning Cortisol, and Health Symptoms. J Adolesc Health 2017; 60:667-673. [PMID: 28314705 PMCID: PMC5441926 DOI: 10.1016/j.jadohealth.2017.01.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 12/10/2016] [Accepted: 01/14/2017] [Indexed: 01/05/2023]
Abstract
PURPOSE To assess short-term effects of daily worries on hypothalamic-pituitary-adrenal axis activity and later implications for adolescents' health symptoms. We hypothesized that heightened worry would be associated with stronger next-morning cortisol awakening response (CAR) to prepare the body for the demands of the upcoming day. Guided by biological adaptation to stress theories, we also hypothesized that dysregulated CAR would heighten associations between worries and later health symptoms, while also testing direct associations between worries and dysregulated CAR and health. METHODS Ninety-nine late adolescents during waves 5 and 6 of a longitudinal study reported on 26 worries for 10 days. On 3 of the 10 days, participants also provided morning saliva samples that were assayed for cortisol to capture the CAR. At both waves, participants reported on 22 common health symptoms. RESULTS Multilevel models showed significant within-person associations between high daily worries and next-morning heightened CAR for females. Contrary to expectation, worries were inversely related to concurrent health symptoms. For the whole sample, CAR moderated the effect of worries on later health symptoms: Worries were positively associated with health symptoms in adolescents with high CAR and inversely associated with health symptoms for those with low CAR. CONCLUSIONS In this sample of typically developing adolescents, worries alone do not increase the risk for common health complaints and may be somewhat protective in the short run. However, high worries in the context of high CAR appear to increase the risk for health symptoms.
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Affiliation(s)
- Reout Arbel
- Department of Psychology, University of Southern California, Los Angeles, California.
| | | | | | | | - Gayla Margolin
- Department of Psychology, University of Southern California
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Miller KF, Margolin G, Shapiro LS, Timmons AC. Adolescent Life Stress and the Cortisol Awakening Response: The Moderating Roles of Attachment and Sex. J Res Adolesc 2017; 27:34-48. [PMID: 28498534 PMCID: PMC8063215 DOI: 10.1111/jora.12250] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
This longitudinal study investigated how past versus current life stresses relate to adolescents' cortisol awakening response (CAR), an index of hypothalamic-pituitary-adrenal activity. Ninety-nine adolescents reported previous year life stress at ages 12 and 18. At the second assessment, participants also provided self-reports of parent and peer attachment and 3 days of cortisol samples. Current stress was associated with heightened CAR for both males and females, whereas past stress was associated with attenuated CAR for males. Attachment to peers buffered the relationship between past stress and attenuated CAR for all adolescents; attachment to parents was a buffer for male adolescents only. Results demonstrate the protective roles of adolescent relationships and highlight sex differences in biopsychosocial development across adolescence.
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Timmons AC, Arbel R, Margolin G. Daily patterns of stress and conflict in couples: Associations with marital aggression and family-of-origin aggression. J Fam Psychol 2017; 31:93-104. [PMID: 27504754 PMCID: PMC5293605 DOI: 10.1037/fam0000227] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
For many married individuals, the ups and downs of daily life are connected such that stressors impacting one person also impact the other person. For example, stress experienced by one individual may "spill over" to negatively impact marital functioning. This study used both partners' daily diary data to examine same-day and cross-day links between stress and marital conflict and tested several factors that make couples vulnerable to spillover. Assessment of 25 wide-ranging sources of daily stress included both paid and unpaid work, health issues, financial concerns, and having to make difficult decisions. Results showed that both husbands' and wives' experiences of total daily stress were associated with greater same-day marital conflict and that conflict was greater on days both spouses experienced high levels of stress. Evidence of cross-day spillover was found only in those couples with high concurrent marital aggression and in couples where wives reported high family-of-origin aggression. These results highlight both the common, anticipated nature of same-day spillover and the potentially problematic aspects of more prolonged patterns representing failure to recover from stressors that occurred the previous day. The discussion focuses on how reactivity in one life domain puts that individual at risk for generating stress in another life domain and how current marital aggression and family-of-origin aggression are associated with difficulty recovering from stressful events. (PsycINFO Database Record
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Margolin G, Ramos MC, Timmons AC, Miller KF, Han SC. Intergenerational Transmission of Aggression: Physiological Regulatory Processes. Child Dev Perspect 2015; 10:15-21. [PMID: 26929773 DOI: 10.1111/cdep.12156] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Children who grow up in aggressive households are at risk of having problems with physiological regulation, but researchers have not investigated physiology as a mechanism in the intergenerational transmission of aggression. In this article, we posit that physiological regulation, particularly during stressful interpersonal interactions, may shed light on sensitivity to conflict, It can also inform our understanding of associations between childhood exposure to aggression in families of origin and aggression against partners in adolescence or adulthood. In support of this model, we highlight findings showing that childhood exposure to family aggression relates to physiological regulation across the life span, and that reactions to physiological stress concurrently relate to aggression against intimate partners. Emerging evidence from research on biological processes during stressful interpersonal interactions raises questions about what is adaptive for individuals from aggressive families, particularly as past family experiences intersect with the challenges of new relationships.
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Timmons AC, Margolin G, Saxbe DE. Physiological linkage in couples and its implications for individual and interpersonal functioning: A literature review. J Fam Psychol 2015; 29:720-31. [PMID: 26147932 PMCID: PMC4593729 DOI: 10.1037/fam0000115] [Citation(s) in RCA: 127] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Do partners' levels of physiological arousal become linked in close relationships? The term physiological linkage describes covariation between people in their moment-to-moment physiological states. The current review presents a conceptual framework to guide research on linkage in romantic relationships and discusses the potential implications of being linked. Evidence of linkage was found across a broad range of physiological indices and in a variety of contexts, including during laboratory-based conflict and in daily life. Four hypotheses regarding how linkage relates to individual and interpersonal functioning are evaluated: (a) coactivation of the sympathetic nervous system or the hypothalamic-pituitary adrenal axis is "bad," (b) moderate physiological linkage is "just right," (c) physiological linkage is problematic if the individual or couple is overloaded, and (d) the implications of physiological linkage depend on the emotional context. We found partial support for the first hypothesis and determined that more research is needed to evaluate the remaining hypotheses. Linkage in cortisol was negatively associated with relationship satisfaction; but, at the same time, linkage in multiple systems was positively associated with indices of relationship connectedness, such as the amount of time spent together and the ability to identify the emotions of one's partner. These results suggest that linkage may confer benefits but also may put couples at risk if they become entrenched in patterns of conflict or stress. With research in this area burgeoning in recent years, this review indicates that linkage is a promising construct with applications for interventions targeting individual health and couple functioning.
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Affiliation(s)
| | - Gayla Margolin
- Department of Psychology, University of Southern California
| | - Darby E Saxbe
- Department of Psychology, University of Southern California
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Timmons AC, Preacher KJ. The Importance of Temporal Design: How Do Measurement Intervals Affect the Accuracy and Efficiency of Parameter Estimates in Longitudinal Research? Multivariate Behav Res 2015; 50:41-55. [PMID: 26609742 DOI: 10.1080/00273171.2014.961056] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The timing (spacing) of assessments is an important component of longitudinal research. The purpose of the present study is to determine methods of timing the collection of longitudinal data that provide better parameter recovery in mixed effects nonlinear growth modeling. A simulation study was conducted, varying function type, as well as the number of measurement occasions, in order to examine the effect of timing on the accuracy and efficiency of parameter estimates. The number of measurement occasions was associated with greater efficiency for all functional forms and was associated with greater accuracy for the intrinsically nonlinear functions. In general, concentrating measurement occasions toward the left or at the extremes was associated with increased efficiency when estimating the intercepts of intrinsically linear functions, and concentrating values where the curvature of the function was greatest generally resulted in the best recovery for intrinsically nonlinear functions. Results from this study can be used in conjunction with theory to improve the design of longitudinal research studies. In addition, an R program is provided for researchers to run customized simulations to identify optimal sampling schedules for their own research.
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Affiliation(s)
- Adela C Timmons
- a Department of Psychology , University of Southern California
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Timmons AC, Margolin G. Family conflict, mood, and adolescents' daily school problems: moderating roles of internalizing and externalizing symptoms. Child Dev 2014; 86:241-58. [PMID: 25346538 DOI: 10.1111/cdev.12300] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Using daily diary data, this study examined cross-day associations between family conflict and school problems and tested mediating effects of daily negative mood and moderating effects of psychological symptoms. For 2 weeks, parents and adolescents (N = 106; Mage = 15.4) reported daily conflict; adolescents reported daily negative mood and school problems. Results indicated bidirectional, multiday spillover between parent-adolescent conflict and school problems with daily negative mood statistically accounting for spillover both within and across days. Externalizing symptoms strengthened links between father-adolescent conflict and school problems, whereas depressive and anxious symptoms strengthened links between parent-adolescent conflict and daily negative mood. By demonstrating cross-domain transmission of daily problems, these findings highlight the salience of everyday events as possible intervention targets.
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