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1.
JMIR Res Protoc ; 13: e53857, 2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38536220

RESUMO

BACKGROUND: Computational psychiatry has the potential to advance the diagnosis, mechanistic understanding, and treatment of mental health conditions. Promising results from clinical samples have led to calls to extend these methods to mental health risk assessment in the general public; however, data typically used with clinical samples are neither available nor scalable for research in the general population. Digital phenotyping addresses this by capitalizing on the multimodal and widely available data created by sensors embedded in personal digital devices (eg, smartphones) and is a promising approach to extending computational psychiatry methods to improve mental health risk assessment in the general population. OBJECTIVE: Building on recommendations from existing computational psychiatry and digital phenotyping work, we aim to create the first computational psychiatry data set that is tailored to studying mental health risk in the general population; includes multimodal, sensor-based behavioral features; and is designed to be widely shared across academia, industry, and government using gold standard methods for privacy, confidentiality, and data integrity. METHODS: We are using a stratified, random sampling design with 2 crossed factors (difficulties with emotion regulation and perceived life stress) to recruit a sample of 400 community-dwelling adults balanced across high- and low-risk for episodic mental health conditions. Participants first complete self-report questionnaires assessing current and lifetime psychiatric and medical diagnoses and treatment, and current psychosocial functioning. Participants then complete a 7-day in situ data collection phase that includes providing daily audio recordings, passive sensor data collected from smartphones, self-reports of daily mood and significant events, and a verbal description of the significant daily events during a nightly phone call. Participants complete the same baseline questionnaires 6 and 12 months after this phase. Self-report questionnaires will be scored using standard methods. Raw audio and passive sensor data will be processed to create a suite of daily summary features (eg, time spent at home). RESULTS: Data collection began in June 2022 and is expected to conclude by July 2024. To date, 310 participants have consented to the study; 149 have completed the baseline questionnaire and 7-day intensive data collection phase; and 61 and 31 have completed the 6- and 12-month follow-up questionnaires, respectively. Once completed, the proposed data set will be made available to academic researchers, industry, and the government using a stepped approach to maximize data privacy. CONCLUSIONS: This data set is designed as a complementary approach to current computational psychiatry and digital phenotyping research, with the goal of advancing mental health risk assessment within the general population. This data set aims to support the field's move away from siloed research laboratories collecting proprietary data and toward interdisciplinary collaborations that incorporate clinical, technical, and quantitative expertise at all stages of the research process. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/53857.

2.
J Fam Psychol ; 38(2): 246-259, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38127494

RESUMO

Cancer poses a set of physical and emotional challenges to the patient, spouse, and their relationship. One challenge for couples is discussing cancer-related concerns in a manner that facilitates intimacy. Current couple-based interventions have been shown to have mixed efficacy, and little is known about how they bring about improvements. This study aims to expand our understanding of dyadic communication and intimacy to adapt and/or develop more effective interventions for couples coping with cancer. To accomplish this goal, the present study examined affective and behavioral processes associated with intimacy using the valence-affective-connection (VAC) framework and observational coding methods. Participants were 134 couples in which a patient was diagnosed with breast, colorectal, or lung cancer. Couples completed a battery of questionnaires, including a self-report measure of intimacy. Couples also completed a 15-min videotaped interaction about a cancer topic of their choosing, which was observationally coded for communication behavior and affective expression. Couples coping with cancer who reported higher versus lower intimacy engaged in qualitatively different levels, types, and patterns of communication behavior and affective expression. Specifically, couples who reported lower relationship intimacy used negative approach behavior and hard negative affect more frequently and for longer periods of time and were more likely to use avoidance-based communication. Higher intimacy couples were less likely to sustain the use of negative behavior and affect and displayed more reciprocity of positive joining affect. The study highlights important considerations for couple-based interventions and research in the context of cancer. (PsycInfo Database Record (c) 2024 APA, all rights reserved).


Assuntos
Adaptação Psicológica , Neoplasias , Humanos , Relações Interpessoais , Comportamento Sexual/psicologia , Comunicação
3.
J Consult Clin Psychol ; 91(12): 744-749, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37616125

RESUMO

OBJECTIVE: The potential prognostic role of emotion regulation in the treatment of major depressive disorder (MDD) has been highlighted by transtheoretical literature and supported by promising empirical findings. The majority of the literature is based on self-report observations at a single snapshot, thus little is known about the prognostic value of moment-to-moment dynamic evolvement of emotion. The present study is the first to examine the prognostic value of both intra- and interpersonal, moment-to-moment emotion regulation dynamics, and the potential moderating effect of the type of treatment. METHOD: To assess the prognostic value of emotion regulation dynamics, we focused on the first session, using 6,780 talk-turns within 52 patient-therapist dyads. Emotion regulation dynamics were measured using fundamental frequencies of the voice and were calculated using empirical Bayes residuals of the actor-partner interdependence model. Symptomatic change was measured using the Hamilton Rating Scale for Depression across 16 weeks of supportive treatment (ST) or supportive-expressive treatment (SET). RESULTS: Findings suggest that patients who show less regulated intrapersonal dynamics during the first session show less reduction of symptoms throughout treatment (ß = .26, p = .019). Findings further suggest that this association is mitigated when these patients receive SET, as opposed to ST (ß = .72, p = .020). CONCLUSIONS: The findings demonstrate the ability of first-session emotion regulation dynamics to serve as a prognostic variable. The findings further suggest that the adverse effect of emotion regulation dynamics on the patient's prognosis can be mitigated by explicit work on changing maladaptive emotional patterns. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Assuntos
Transtorno Depressivo Maior , Regulação Emocional , Humanos , Regulação Emocional/fisiologia , Transtorno Depressivo Maior/terapia , Transtorno Depressivo Maior/psicologia , Prognóstico , Teorema de Bayes , Emoções/fisiologia
4.
Ann Behav Med ; 57(9): 753-764, 2023 08 21.
Artigo em Inglês | MEDLINE | ID: mdl-37178456

RESUMO

BACKGROUND: The experience of cancer can create considerable emotional distress for patients and their committed partners. How couples communicate about cancer-related concerns can have important implications for adjustment. However, past research has primarily utilized cross-sectional designs and retrospective self-reports of couple communication. While informative, little is known about how patients and partners express emotion during conversations about cancer, and how these emotional patterns predict individual and relational adjustment. PURPOSE: The current investigation examined how patterns of emotional arousal within couples' communication about cancer was associated with concurrent and prospective individual psychological and relational adjustment. METHODS: At baseline, 133 patients with stage II- breast, lung, or colorectal cancer and their partners completed a conversation about a cancer-related concern. Vocally expressed emotional arousal (f0) was extracted from recorded conversations. Couples completed self-report measures of individual psychological and relational adjustment at baseline and at 4, 8, and 12 months later. RESULTS: Couples who started the conversation higher in f0 (i.e., greater emotional arousal) reported better individual and relational adjustment at baseline. If the non-cancer partner had lower f0 relative to patients, this predicted worse individual adjustment across follow-up. Additionally, couples who maintained their level of f0 rather than decreasing later in the conversation reported improvements in individual adjustment across follow-up. CONCLUSIONS: Elevated emotional arousal within a cancer-related conversation may be adaptive for adjustment, as it may reflect greater emotional engagement and processing of an important topic. These results may suggest ways for therapists to guide emotional engagement to enhance resilience in couples experiencing cancer.


Cancer is a stressful experience for patients and their partners. We know that how couples communicate about cancer is important, but we do not know much about how couples express emotion during cancer conversations and how those emotional expressions affect well-being. Our study looked at how couples' emotional arousal within cancer conversations relate to individual and relationship well-being. At the beginning of the study, cancer patients and their partners had a conversation about cancer. Within these conversations, we tracked the emotional arousal expressed in their voices. Couples also completed surveys about their well-being at the beginning of the study and later in time (4, 8, and 12 months later). We found that couples who started the conversation with higher emotional arousal had better initial well-being. Couples who remained higher in arousal later in the conversation improved in their individual well-being over time. We also found that if the non-cancer partner was low in arousal compared with patients, this predicted worse well-being over time. More research is needed, but these findings suggest that being emotionally aroused during conversations about important topics like cancer might be helpful for well-being, potentially because couples are discussing concerns and not backing off when it feels challenging.


Assuntos
Nível de Alerta , Comunicação , Ajustamento Emocional , Emoções Manifestas , Características da Família , Relações Familiares , Neoplasias , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Relações Familiares/psicologia , Seguimentos , Neoplasias/psicologia , Resiliência Psicológica , Gravação de Som , Voz , Apoio Familiar/psicologia
5.
Artigo em Inglês | MEDLINE | ID: mdl-37047865

RESUMO

Cancer poses a threat to well-being that may activate the attachment system and influence interpersonal dynamics, such as communication. Research indicates that avoidant and anxious attachment, as well as communication, are independently associated with poorer psychosocial well-being, yet studies examining links between attachment, communication, and long-term physical well-being are lacking. We examined (a) associations between patient and partner attachment (measured with the adult attachment scale [AAS-Revised]) and observed communication (across affect [the Relational Affective Topography System (RATS) coding system] and behavior [the Asymmetric Behavior Coding System (ABCS) coding system]) and (b) the extent to which attachment and communication independently predicted long-term physical well-being (measured by the Functional Assessment of Cancer Therapy-General Population [FACT-GP]). Participants were 134 couples [mean age 53.9 (SD = 13.4), 86.2% Caucasian, 66% of patients, 36% of partners female]. Patient participants had either breast, colorectal, or lung cancer. Couples individually completed self-report measures of attachment (baseline) and physical well-being (baseline and 4, 8, and 12 months later). At baseline, couples engaged in a 15 min videorecorded cancer-related conversation coded for communication behavior and affective expression. Patients and partners with higher anxious and avoidant attachment exhibited more negative affect and negative approach behaviors. A greater avoidant attachment was associated with less positive affective expression. Attachment insecurity and affective expression were prospectively linked with physical well-being. Findings indicate that attachment is associated with overt communication behaviors and that insecure attachment and affective expression may be risk factors for poorer health outcomes.


Assuntos
Neoplasias , Comportamento Sexual , Humanos , Feminino , Comportamento Sexual/psicologia , Ansiedade , Adaptação Psicológica , Comunicação , Relações Interpessoais , Apego ao Objeto , Parceiros Sexuais/psicologia
6.
Arch Phys Med Rehabil ; 104(10): 1580-1587, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37075965

RESUMO

OBJECTIVE: To examine preliminary effects of ReStoreD (Resilience after Stroke in Dyads) on resilience in couples coping with stroke-related challenges. DESIGN: Supplemental analysis of prospective pilot trial with pre-/post-assessments and 3-month follow-up. SETTING: Community. PARTICIPANTS: Thirty-four cohabitating stroke-care partner dyads (N=34); at least 3 months post-stroke. INTERVENTIONS: 8-week self-administered dyadic intervention (ReStoreD) consisting of activities completed individually and as a couple. MAIN OUTCOME MEASURES: 10-item Connor-Davidson Resilience Scale. RESULTS: Care partner baseline resilience scores were significantly higher than persons with stroke scores. Repeated-measures analysis of variance suggest significant pre-post improvement in resilience for persons with stroke (mean difference [I - J]=-2.42, SE=.91, P=.04, 95% CI [-4.75, -0.08]) with a large effect size (η2=.34), which was maintained at 3-month follow-up. Care partners showed no significant change over time. CONCLUSIONS: This study provides preliminary evidence that ReStoreD improves resilience in persons with stroke. More research is needed to address resilience in care partners. These findings represent a promising first step to address the mental health needs in this population.


Assuntos
Resiliência Psicológica , Acidente Vascular Cerebral , Humanos , Estudos Prospectivos , Acidente Vascular Cerebral/psicologia , Adaptação Psicológica , Saúde Mental
7.
J Pers Soc Psychol ; 124(6): 1230-1255, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36442024

RESUMO

People who are happy with their romantic relationships report that their partners are particularly effective at meeting their everyday relational needs. However, the literature invites competing predictions about how people arrive at those evaluations. In pilot research, we validated a scale of concrete, specific relationship behaviors that can be performed by a romantic partner day-to-day. In Study 1, cross-lagged panel models examined how expectations of positive behaviors, perceptions of positive behaviors, and relationship quality predict changes in one another from week to week. People who expected more positive behaviors in turn perceived more positive behaviors from their partners 1 week later. Key effects extended to negative relationship behaviors (Study 2). In Study 3, the same pattern emerged in a dyadic sample, with expected behaviors predicting changes in perceived behaviors independent of the partner's own reports. Truth and bias analyses revealed that people with lower expectations had more negatively biased perceptions of their partners' behaviors, whereas high expectations were associated with better accuracy. We obtained these results in the context of specific, verifiable behaviors reported on over relatively short periods, underscoring how powerfully people's everyday relationship perceptions may be shaped by their more global perceptions. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Assuntos
Relações Interpessoais , Parceiros Sexuais , Humanos , Felicidade
8.
J Fam Psychol ; 37(1): 31-36, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36395028

RESUMO

Partialing correlated predictors to test independent effects is an essential tool in couple research. In actor-partner models, partners' parallel scores are partialed in tests of unique associations with outcomes. Correlated aspects of couple functioning are also often partialed within individuals to examine separate effects. Partialed versions of measures are typically interpreted as assessing the same construct as original unadjusted variables, but in fact their meaning can change. Extending a prior report on changes in construct validity resulting from partialing partners' parallel scores, the present analyses examined effects of partialing measures of positive and negative relationship variables within individuals, specifically perceived support from the partner and relationship conflict. In 300 middle-aged and older couples, we utilized participants' interpersonal circumplex ratings of their partner's typical behavior during marital interactions to compare interpersonal correlates of unadjusted and within-person partialed forms of the Quality of Relationships Inventory Support and Conflict scales. Compared to unadjusted scores, partialed support scores (i.e., adjusted for conflict) were substantially less closely associated with ratings of partner's warmth, and were associated with a less submissive (i.e., less agreeable, cooperative) form of warmth. Compared to unadjusted scores, partialed conflict scores (i.e., adjusted for support) were substantially less closely correlated with ratings of the partner's hostility, and were associated with a more controlling (i.e., critical, coercive) form of hostility. Results were nearly identical for wives and husbands. Partialing correlated scores within individuals can alter the construct validity of relationship measures, suggesting the need for careful reporting and interpretation in couple research. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Assuntos
Parceiros Sexuais , Cônjuges , Pessoa de Meia-Idade , Humanos , Idoso , Parceiros Sexuais/psicologia , Cônjuges/psicologia , Casamento/psicologia , Heterossexualidade , Hostilidade , Relações Interpessoais
9.
AIDS Behav ; 27(5): 1502-1513, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36352294

RESUMO

Young men who have sex with men (YMSM) face the highest risk of HIV infection among adolescents, yet effective sexual health interventions for this population are limited. Parents and Adolescents Talking about Healthy Sexuality (PATHS) is an online intervention for parents designed to improve communication about HIV and increase behaviors supportive of YMSM sexual health. We conducted an RCT of PATHS with sixty-one parent-son dyads recruited online (sons were cisgender, gay or bisexual, ages 14-22). Assessments were completed at baseline, immediate post-intervention, and over the next 3 months. Per parent and son report, in the 3 months following the intervention, parents assigned to PATHS engaged in more HIV discussion, condom instruction, and facilitation of HIV testing. Parents also reported significant pre- to immediate-post intervention changes in attitudes, skills, and behavioral intentions relevant to engaging with their sons about sexual health. Parents are an untapped but promising resource in preventing HIV among YMSM.This trial was registered at ClinicalTrials.gov (Identifier: NCT04018573).


RESUMEN: Los hombres jóvenes que tienen sexo con hombres (HJSH) estan expuestos al mayor riesgo de infección del VIH entre los adolescentes, sin embargo, las intervenciones efectivas de salud sexual para esta población son limitadas. Padres y Adolescentes Hablando sobre la Sexualidad Saludable (PATHS) es una intervención en línea para padres, diseñada para mejorar la comunicación sobre el VIH y aumentar los comportamientos que apoyan la salud sexual de los hombres jóvenes que tienen sexo con hombres. Realizamos un ensayo controlado aleatorizado de PATHS con sesenta y uno díadas de padres e hijos reclutados en línea (los hijos eran cisgénero, homosexuales o bisexuales, de la edad de 14 a 22 años). Las evaluaciones se completaron al inicio, inmediatamente después de la intervención y durante los siguientes 3 meses. De acuerdo al informe de padres e hijos, en los tres meses después de la intervención, los padres asignados a PATHS tuvieron más discusiones sobre el VIH, instrucciones sobre el uso de los condones y facilitación de pruebas del VIH. Los padres también reportaron cambios significativos antes y después de la intervención en actitudes, habilidades e intenciones de comportamiento acerca de su involucración con la salud sexual de sus hijos. Los padres son un recurso inexplorado, pero prometedor en la prevención del VIH entre HJSH.


Assuntos
Infecções por HIV , Minorias Sexuais e de Gênero , Masculino , Adolescente , Humanos , Homossexualidade Masculina , Infecções por HIV/prevenção & controle , Projetos Piloto , Pais
10.
Artigo em Inglês | MEDLINE | ID: mdl-36572843

RESUMO

Callous-unemotional (CU) traits are associated with severe and persistent juvenile offending. CU traits are also associated with dampened emotional arousal, which suggests that fundamental frequency (f0), a measure of vocally-encoded emotional arousal, may serve as an accessible psychophysiological marker of CU traits in youth. This study investigated the associations between f0 range measured during an emotionally evocative task, CU traits, and emotion dysregulation in a mixed-gender sample of 168 justice-involved youth. For boys, after controlling for covariates, wider f0 range-indicating greater emotional arousal-was negatively associated with CU traits and positively associated with emotion dysregulation. For girls, no significant associations with f0 range emerged; however, CU traits were positively associated with emotion dysregulation. Findings suggest that f0 range may serve as a valid indicator of CU traits in JJ-involved boys, and that detained boys and girls with high CU traits are characterized by different profiles of emotion dysregulation.

11.
Psychol Sex ; 13(4): 901-911, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36439051

RESUMO

The COVID-19 pandemic has intensified the use of online recruitment and data collection for reaching historically underrepresented minorities (URMs) and other diverse groups. Preventing and detecting responses from automated accounts "bots" and those who misrepresent themselves is one challenge in utilizing online approaches. Through internet-mediated methods, interested LGBTQ+ and non-LGBTQ+ couples facing advanced cancer completed an interest form via REDCap®. Eligible participants received a direct link to electronic consent and surveys in REDCap®. Once responses to the interest form (N = 619) were received, the study PI: 1) assessed participants' entries and non-response survey data (time of completion, rate of recruitment, etc.), 2) temporarily postponed recruitment, 3) sent eligibility questionnaires, consent documents, and validated surveys to N= 10 couples and scrutinized these data for suspicious patterns or indications of untrustworthy data, 4) responded to potential participants via email, and 5) implemented additional strategies for detecting and preventing untrustworthy survey responses. Investigators must consider multi-step eligibility screening processes to detect and prevent the collection of untrustworthy data. Investigators' reliance on internet-mediated approaches for conducting research with diverse, hard-to-reach populations increases the importance of addressing threats to data validity. Ultimately, safeguarding internet-mediated research supports research accessibility and inclusion for URMs while also protecting participant data integrity.

12.
Psychooncology ; 31(11): 1860-1868, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36151881

RESUMO

OBJECTIVE: This study examined: (1) Differences among sexual and gender minority (SGM) and non-SGM couples' life course stress, posttraumatic growth (PTG), individual, and dyadic wellbeing while facing cancer, (2) The predictive ability of PTG and life course stress on wellbeing for each dyad member, and (3) The predictive ability of dyad-level PTG and dyad-level life course stress on dyadic wellbeing. METHODS: Thirty SGM and 30 non-SGM dyads (N = 60) completed measures assessing demographics, life course stress, PTG, individual, and dyadic wellbeing. Regression and multilevel models tested predictive hypotheses. RESULTS: Participants were 56.3 years old on average (SD = 13.6) and were together for 24.2 (SD = 14.9) years. SGM participants reported greater life course stress and higher scores on the Depression, Anxiety, and Stress Scales (DASS-21) than non-SGM participants. A dyad members' higher PTG predicted their partners' higher DASS-21 score, dyad members' higher life course stress predicted their own higher DASS-21 score, and patients' higher life course stress predicted their partners' higher DASS-21 score. Greater dyadic PTG predicted greater dyadic wellbeing. CONCLUSIONS: SGM and non-SGM couples experience PTG equally despite SGM couples' greater life course stress and higher DASS-21 scores. Future research is needed to explore how PTG may affect individuals and couples differently.


Assuntos
Neoplasias , Crescimento Psicológico Pós-Traumático , Minorias Sexuais e de Gênero , Humanos , Pessoa de Meia-Idade , Acontecimentos que Mudam a Vida , Comportamento Sexual , Identidade de Gênero
13.
Pilot Feasibility Stud ; 8(1): 171, 2022 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-35933417

RESUMO

BACKGROUND: Obstructive sleep apnea (OSA) is a serious health condition that affects approximately 30-50% of older adults and contributes to risk for cardiometabolic disorders and dementia. Despite the well-documented role of partners in treatment seeking and adherence to positive airway pressure (PAP), treatments for OSA have nearly exclusively focused on the patient and current treatments for OSA do not address co-existing sleep problems such as insomnia that are prevalent in both patients with OSA and their partners. Therefore, the goal of this study is to develop and test a novel couples-based sleep health intervention to promote adherence to PAP and improve sleep health of the couple. METHODS: We are conducting a two-arm, parallel group, single blind, randomized controlled pilot/feasibility trial to compare our novel couples-based sleep health intervention (We-PAP) to an information control group (IC). We-PAP is based on a transdiagnostic model and uses a dyadic approach including increasing effective partner support, communication skills, and couple-level goal-setting. We-PAP involves 3 sessions and delivered via telehealth in weekly sessions. The IC includes standardized patient educational materials. Both groups receive the usual follow-up with their medical team. The study involves assessments at pre-treatment, post-intervention (approximately 1 month after starting PAP and completing We-PAP sessions or IC) and 3 months after starting PAP. Our main outcomes are feasibility and acceptability ratings. Secondary outcomes include comparing We-PAP to IC for PAP adherence, sleep quality (self-report and objective) and cognitive measures. DISCUSSION: We-PAP is the first couples-based transdiagnostic sleep health intervention for patients with OSA and their partners. Results of this study will be used to inform the design of a subsequent fully powered clinical trial. If successful, this intervention could significantly advance current clinical practice in the treatment of OSA and sleep health more comprehensively in older adults. Moreover, this intervention may be useful for improving sleep in other aging populations with multiple sleep and other health problems, including patients with chronic illnesses or those at risk for Alzheimer's disease and their caregivers. TRIAL REGISTRATION: NCT04759157 . Date of registration: February 8, 2021. URL of trial registry record.

14.
JMIR Res Protoc ; 11(6): e38294, 2022 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-35653175

RESUMO

BACKGROUND: Data that can be easily, efficiently, and safely collected via cell phones and other digital devices have great potential for clinical application. Here, we focus on how these data could be used to refine and augment intervention strategies for binge eating disorder (BED) and bulimia nervosa (BN), conditions that lack highly efficacious, enduring, and accessible treatments. These data are easy to collect digitally but are highly complex and present unique methodological challenges that invite innovative solutions. OBJECTIVE: We describe the digital phenotyping component of the Binge Eating Genetics Initiative, which uses personal digital device data to capture dynamic patterns of risk for binge and purge episodes. Characteristic data signatures will ultimately be used to develop personalized models of eating disorder pathologies and just-in-time interventions to reduce risk for related behaviors. Here, we focus on the methods used to prepare the data for analysis and discuss how these approaches can be generalized beyond the current application. METHODS: The University of North Carolina Biomedical Institutional Review Board approved all study procedures. Participants who met diagnostic criteria for BED or BN provided real time assessments of eating behaviors and feelings through the Recovery Record app delivered on iPhones and the Apple Watches. Continuous passive measures of physiological activation (heart rate) and physical activity (step count) were collected from Apple Watches over 30 days. Data were cleaned to account for user and device recording errors, including duplicate entries and unreliable heart rate and step values. Across participants, the proportion of data points removed during cleaning ranged from <0.1% to 2.4%, depending on the data source. To prepare the data for multivariate time series analysis, we used a novel data handling approach to address variable measurement frequency across data sources and devices. This involved mapping heart rate, step count, feeling ratings, and eating disorder behaviors onto simultaneous minute-level time series that will enable the characterization of individual- and group-level regulatory dynamics preceding and following binge and purge episodes. RESULTS: Data collection and cleaning are complete. Between August 2017 and May 2021, 1019 participants provided an average of 25 days of data yielding 3,419,937 heart rate values, 1,635,993 step counts, 8274 binge or purge events, and 85,200 feeling observations. Analysis will begin in spring 2022. CONCLUSIONS: We provide a detailed description of the methods used to collect, clean, and prepare personal digital device data from one component of a large, longitudinal eating disorder study. The results will identify digital signatures of increased risk for binge and purge events, which may ultimately be used to create digital interventions for BED and BN. Our goal is to contribute to increased transparency in the handling and analysis of personal digital device data. TRIAL REGISTRATION: ClinicalTrials.gov NCT04162574; https://clinicaltrials.gov/ct2/show/NCT04162574. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/38294.

15.
J Fam Psychol ; 36(8): 1462-1472, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35708956

RESUMO

In research on couples, statistical adjustment (i.e., partialing) for correlations between partners' parallel scores is common and useful, as in the actor-partner interdependence model. Original and partialed scores are typically interpreted as assessing the same construct, but this may not be a valid assumption. Other approaches to nonindependence-such as common fate modeling-may better represent some couple constructs. This study of 300 couples utilized participants' interpersonal circumplex ratings of partners' typical behavior during marital interactions to evaluate the interpersonal meaning of unadjusted and partialed forms of the Marital Adjustment Test (MAT), a measure of overall relationship quality, and the Quality of Relationships Inventory-Support (QRI-S) and Conflict (QRI-C) scales, which measured perceived support from and conflict with the partner. After partialing partners' scores, MAT and QRI-S scores were substantially less closely associated with ratings of partners' warmth, their primary expected interpersonal correlates. Partner-partialed QRI-C scores were substantially less closely correlated with ratings of partners' hostility and were associated with a somewhat more controlling form of hostility. In contrast, partialing partners' trait optimism scores resulted in minimal changes in interpersonal correlates of this personality characteristic. Couple-level MAT, QRI-S, and QRI-C variables representing overlapping variance across partners while partialing unshared variance in spouses' scores (i.e., common fate scores) had highly similar interpersonal correlates when compared to unadjusted versions. Potential alterations in construct validity resulting from partialing partners' scores warrant interpretive caution, and alternative analytic frameworks (e.g., the common fate model) may better maintain the construct validity of some dyadic measures. (PsycInfo Database Record (c) 2022 APA, all rights reserved).


Assuntos
Relações Interpessoais , Cônjuges , Humanos , Cônjuges/psicologia , Casamento/psicologia , Hostilidade , Personalidade
16.
Int J Eat Disord ; 55(8): 1031-1041, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35502471

RESUMO

OBJECTIVE: Using preliminary data from the Binge-Eating Genetics Initiative (BEGIN), we evaluated the feasibility of delivering an eating disorder digital app, Recovery Record, through smartphone and wearable technology for individuals with binge-type eating disorders. METHODS: Participants (n = 170; 96% female) between 18 and 45 years old with lived experience of binge-eating disorder or bulimia nervosa and current binge-eating episodes were recruited through the Recovery Record app. They were randomized into a Watch (first-generation Apple Watch + iPhone) or iPhone group; they engaged with the app over 30 days and completed baseline and endpoint surveys. Retention, engagement, and associations between severity of illness and engagement were evaluated. RESULTS: Significantly more participants in the Watch group completed the study (p = .045); this group had greater engagement than the iPhone group (p's < .05; pseudo-R2 McFadden effect size = .01-.34). Overall, binge-eating episodes, reported for the previous 28 days, were significantly reduced from baseline (mean = 12.3) to endpoint (mean = 6.4): most participants in the Watch (60%) and iPhone (66%) groups reported reduced binge-eating episodes from baseline to endpoint. There were no significant group differences across measures of binge eating. In the Watch group, participants with fewer episodes of binge eating at baseline were more engaged (p's < .05; pseudo-R2 McFadden  = .01-.02). Engagement did not significantly predict binge eating at endpoint nor change in binge-eating episodes from baseline to endpoint for both the Watch and iPhone groups. DISCUSSION: Using wearable technology alongside iPhones to deliver an eating disorder app may improve study completion and app engagement compared with using iPhones alone.


Assuntos
Transtorno da Compulsão Alimentar , Bulimia Nervosa , Adolescente , Adulto , Transtorno da Compulsão Alimentar/diagnóstico , Transtorno da Compulsão Alimentar/genética , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Smartphone , Inquéritos e Questionários , Adulto Jovem
17.
Artigo em Inglês | MEDLINE | ID: mdl-35162827

RESUMO

Stroke affects not only the survivor but also their romantic partner. Post-stroke depression is common in both partners and can have significant negative consequences, yet few effective interventions are available. The purpose of this study was to pilot test a novel 8-week remotely administered dyadic intervention (ReStoreD) designed to help couples better cope with stroke-related changes and reduce depressive symptoms. Thirty-four cohabitating survivor-partner dyads at least 3 months post-stroke and reporting some changes in mood were enrolled. Depressive symptoms were assessed pre- and post-intervention and at 3-month follow-up. Repeated measures analysis of variance was used to assess the effects of ReStoreD over time on depressive symptoms in stroke survivors and their partners. Twenty-six dyads completed the study. Although statistical significance was not reached, there was a large effect size for improvements in depressive symptoms for stroke survivors. There was no significant improvement for partners, and the effect size was minimal. Those with more significant depressive symptoms at baseline were more likely to benefit from the intervention. This pilot study established proof-of-concept by demonstrating that depressive symptoms can be lessened in stroke survivors and partners with more severe depressive symptoms. Future research will establish the efficacy of the intervention in a fully powered study.


Assuntos
Depressão , Acidente Vascular Cerebral , Cuidadores , Humanos , Projetos Piloto , Sobreviventes
18.
J Behav Med ; 45(4): 509-517, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35034219

RESUMO

Perceived social support has been linked to lower rates of morbidity and mortality. However, more information is needed on the biological mechanisms potentially responsible for such links. The main aim of this paper was to conduct a meta-analytic review of the association between perceived social support and awake ambulatory blood pressure (ABP) which is linked to cardiovascular morbidity and mortality. The review identified 12 studies with a total of 3254 participants. The omnibus meta-analysis showed that higher perceived social support was not significantly related to lower ABP (Zr = -0.052, [ -0.11, 0.01]). In addition, there was evidence of significant bias across several indicators. Future research will be needed to explore the boundary conditions linking social support to ABP and its implications for theoretical models and intervention development.


Assuntos
Monitorização Ambulatorial da Pressão Arterial , Hipertensão , Pressão Sanguínea/fisiologia , Humanos , Apoio Social
19.
Res Child Adolesc Psychopathol ; 50(6): 823-835, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35032292

RESUMO

Relative to children without autism spectrum disorder (ASD), children with ASD experience elevated sleep problems that can contribute to behavioral comorbidities. This study explored the interaction between psychophysiology and sleep to determine which children with ASD may be at risk for, or resilient to, effects of poor sleep on daytime behavior. Participants included 48 children (aged 6-10 years) with ASD. Measures of sympathetic nervous system activity (electrodermal activity; EDA) were collected during a baseline and in response to a laboratory challenge task. Parents reported on their children's sleep problems and behavioral functioning, including broad externalizing symptoms and situational noncompliance, using standardized questionnaires and a clinical interview. EDA moderated the significant positive associations between sleep problems and both behavioral outcomes. The link between sleep problems and broad externalizing symptoms and situational noncompliance was positive and significant in the context of lower baseline EDA and nonsignificant in the context of higher baseline EDA. Sleep problems also interacted with EDA reactivity in predicting situational noncompliance, but not broad externalizing symptoms. Findings highlight the complex interplay among sleep, daytime behavior, and psychophysiology in children with ASD. Results are interpreted in the context of differential susceptibility and dual-risk frameworks. This study underscores the importance of high-quality sleep for children with ASD, especially those with the biological sensitivity or vulnerability factors (i.e., EDA) identified in this study. Clinical implications are discussed, and directions for future research are provided.


Assuntos
Transtorno do Espectro Autista , Transtornos do Sono-Vigília , Transtorno do Espectro Autista/complicações , Criança , Resposta Galvânica da Pele , Humanos , Pais , Sono
20.
J Fam Psychol ; 36(2): 246-257, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34264712

RESUMO

Communication has long been associated with the well-being of a couple's relationship, and it is also important to explore associations with individual well-being. This study examined the associations between emotions communicated within couple interactions and each partner's psychopathology symptoms concurrently and up to 3 years later. Vocally-encoded emotional arousal (f0) was measured during couples' (N = 56) conversations. Analyses examined each partner's trajectories of f0 and how each partner influenced the other's f0 across the conversation. The findings indicated that women experienced higher symptoms if they (a) decreased more steeply in f0 overall and (b) returned to their baseline in f0 more quickly. Moreover, women had higher symptoms if they had a steeper return to baseline because of men's elevated f0. In contrast, men experienced higher symptoms when men (a) more slowly returned to baseline and (b) changed their f0 trajectory because of women's elevated f0. That is, women who expressed less emotional arousal, independently and as a result of the influence of their male partner, experienced more symptoms. In contrast, men's symptoms were differentially associated with their own independent experience of emotional arousal (in which he experienced fewer symptoms when changing arousal more quickly) from how they responded to women's arousal. Given how differently men's and women's psychopathology were associated with emotional expression, these findings raise questions about how partners can communicate to protect their own and their partner's mental health in the short- and long-term. (PsycInfo Database Record (c) 2022 APA, all rights reserved).


Assuntos
Transtornos Mentais , Parceiros Sexuais , Nível de Alerta , Emoções , Feminino , Humanos , Relações Interpessoais , Masculino , Homens
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