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1.
Artículo en Inglés | MEDLINE | ID: mdl-38634466

RESUMEN

BACKGROUND: When unaddressed, contamination in child maltreatment research, in which some proportion of children recruited for a nonmaltreated comparison group are exposed to maltreatment, downwardly biases the significance and magnitude of effect size estimates. This study extends previous contamination research by investigating how a dual-measurement strategy of detecting and controlling contamination impacts causal effect size estimates of child behavior problems. METHODS: This study included 634 children from the LONGSCAN study with 63 cases of confirmed child maltreatment after age 8 and 571 cases without confirmed child maltreatment. Confirmed child maltreatment and internalizing and externalizing behaviors were recorded every 2 years between ages 4 and 16. Contamination in the nonmaltreated comparison group was identified and controlled by either a prospective self-report assessment at ages 12, 14, and 16 or by a one-time retrospective self-report assessment at age 18. Synthetic control methods were used to establish causal effects and quantify the impact of contamination when it was not controlled, when it was controlled for by prospective self-reports, and when it was controlled for by retrospective self-reports. RESULTS: Rates of contamination ranged from 62% to 67%. Without controlling for contamination, causal effect size estimates for internalizing behaviors were not statistically significant. Causal effects only became statistically significant after controlling contamination identified from either prospective or retrospective reports and effect sizes increased by between 17% and 54%. Controlling contamination had a smaller impact on effect size increases for externalizing behaviors but did produce a statistically significant overall effect, relative to the model ignoring contamination, when prospective methods were used. CONCLUSIONS: The presence of contamination in a nonmaltreated comparison group can underestimate the magnitude and statistical significance of causal effect size estimates, especially when investigating internalizing behavior problems. Addressing contamination can facilitate the replication of results across studies.

2.
J Aging Health ; : 8982643241247248, 2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38619011

RESUMEN

OBJECTIVES: We investigated whether receiving greater pain-related instrumental support is associated with poorer psychological well-being among chronic pain patients who report less positive (e.g., grateful) or more negative (e.g., angry) emotional responses to support. METHODS: We conducted regression analyses, utilizing data from two waves of interviews with 152 knee osteoarthritis patients. Three indicators of psychological well-being were examined: depressive symptoms, positive affect, and negative affect. RESULTS: Receiving greater support was associated with poorer psychological well-being at baseline, as well as higher depressive symptoms and negative affect at the 18-month follow-up, only among patients with low positive emotional responses to support. Furthermore, receiving greater support was related to poorer psychological well-being at baseline only among patients with high negative emotional responses to support. DISCUSSION: Care recipients' less positive emotional responses to support may be a risk factor for poorer psychological well-being in both the short- and long-term, when receiving greater support.

3.
Child Maltreat ; : 10775595231224472, 2023 Dec 26.
Artículo en Inglés | MEDLINE | ID: mdl-38146950

RESUMEN

Contamination is a methodological phenomenon occurring in child maltreatment research when individuals in an established comparison condition have, in reality, been exposed to maltreatment during childhood. The current paper: (1) provides a conceptual and methodological introduction to contamination in child maltreatment research, (2) reviews the empirical literature demonstrating that the presence of contamination biases causal estimates in both prospective and retrospective cohort studies of child maltreatment effects, (3) outlines a dual measurement strategy for how child maltreatment researchers can address contamination, and (4) describes modern statistical methods for generating causal estimates in child maltreatment research after contamination is controlled. Our goal is to introduce the issue of contamination to researchers examining the effects of child maltreatment in an effort to improve the precision and replication of causal estimates that ultimately inform scientific and clinical decision-making as well as public policy.

4.
Neurobiol Stress ; 27: 100577, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37885906

RESUMEN

Background: Early life adversity and psychiatric disorders are associated with earlier declines in neurocognitive abilities during adulthood. These declines may be preceded by changes in biological aging, specifically epigenetic age acceleration, providing an opportunity to uncover genome-wide biomarkers that identify individuals most likely to benefit from early screening and prevention. Methods: Five unique epigenetic age acceleration clocks derived from peripheral blood were examined in relation to latent variables of general and speeded cognitive abilities across two independent cohorts: 1) the Female Growth and Development Study (FGDS; n = 86), a 30-year prospective cohort study of substantiated child sexual abuse and non-abused controls, and 2) the Biological Classification of Mental Disorders study (BeCOME; n = 313), an adult community cohort established based on psychiatric disorders. Results: A faster pace of biological aging (DunedinPoAm) was associated with lower general cognitive abilities in both cohorts and slower speeded abilities in the BeCOME cohort. Acceleration in the Horvath clock was significantly associated with slower speeded abilities in the BeCOME cohort but not the FGDS. Acceleration in the Hannum clock and the GrimAge clock were not significantly associated with either cognitive ability. Accelerated PhenoAge was associated with slower speeded abilities in the FGDS but not the BeCOME cohort. Conclusions: The present results suggest that epigenetic age acceleration has the potential to serve as a biomarker for neurocognitive decline in adults with a history of early life adversity or psychiatric disorders. Estimates of epigenetic aging may identify adults at risk of cognitive decline that could benefit from early neurocognitive screening.

5.
J Gerontol B Psychol Sci Soc Sci ; 78(10): 1676-1685, 2023 10 09.
Artículo en Inglés | MEDLINE | ID: mdl-37527478

RESUMEN

OBJECTIVES: Loneliness in later life increases the risk for adverse health outcomes; however, less is known about how loneliness is maintained. Anxiety may play an important role in maintaining loneliness, but little is known about how this connection plays out over time in daily life. This study thus focused on the within-person associations between momentary loneliness and anxiety among older adults. METHODS: Participants were 317 diverse older adults (40% Black; 13% Hispanic, mean age = 77.45 years, 67% women) systematically recruited from the Bronx, NY, who completed ecological momentary assessments 5 times daily for 14 consecutive days. Multilevel models tested bidirectional contemporaneous, momentary cross-lagged (t - 1), day-level cross-lagged (average day to end of day), and day-to-day cross-lagged associations between loneliness and anxiety. Separate sensitivity analyses controlled for concurrent overall mood valence or depressed state. Gender and mild cognitive impairment (MCI) status were tested as moderators at all timescales. RESULTS: Significant bidirectional associations between loneliness and anxiety were found at the contemporaneous and momentary cross-lagged (t - 1) timescales. Higher average daily loneliness predicted higher end-of-day anxiety, but not vice versa. Loneliness and anxiety were not significantly associated from day to day. Sensitivity analyses revealed some associations varied depending on inclusion of either concurrent mood valence or depressed state. Neither gender nor MCI status moderated associations at any timescale. DISCUSSION: Findings shed light on the complex temporal ordering of loneliness and anxiety in daily life and extend contemporary theoretical notions of loneliness, including the possibility of interventions that target key moments in daily life.


Asunto(s)
Ansiedad , Soledad , Humanos , Femenino , Anciano , Masculino , Soledad/psicología , Ansiedad/epidemiología , Ansiedad/psicología , Trastornos de Ansiedad , Relaciones Interpersonales , Afecto
6.
J Adolesc Health ; 73(3): 452-460, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37318407

RESUMEN

PURPOSE: To provide a population-based examination of psychotropic medication use before and after entry into foster care (FC), with special attention on the use of concerning medication regimens: polypharmacy, stimulants, and antipsychotics. METHODS: Using linked administrative Medicaid and child protective service data from Wisconsin, we follow a cohort of early adolescents ages 10-13 years who entered FC between June 2009 and December 2016 (N = 2,998). Descriptive statistics and Kaplan Meyer survival curves illustrate the timing of medication. Cox proportional hazard models identify hazard of outcomes (new medication, polypharmacy, antipsychotic, and stimulant medication) during FC. Separate models were run for adolescents with and without a psychotropic medication claim in the six months before FC. RESULTS: Overall 34% of the cohort entered with a pre-existing psychotropic medication, accounting for 69% of adolescents with any psychotropic medication claim during FC. Similarly, the majority of adolescents with polypharmacy, antipsychotics or stimulants during FC entered with those prescriptions. Among youth with pre-entry medication, rates of polypharmacy (56%), antipsychotic (50%) and stimulants (64%) were high. Among adolescents who entered FC with no prior medication, placement disruptions (30 days before or after) predicted new medication. DISCUSSION: Although a great deal of attention - and policies - have focused on youth in care, there is high reliance on psychotropic medications within the broader population of maltreated adolescents, indicating a need for timely and accurate re-assessment of current and past medications upon entry. Adolescents should also be actively involved in their own health care.


Asunto(s)
Antipsicóticos , Estimulantes del Sistema Nervioso Central , Niño , Estados Unidos , Humanos , Adolescente , Antipsicóticos/uso terapéutico , Psicotrópicos/uso terapéutico , Cuidados en el Hogar de Adopción , Estimulantes del Sistema Nervioso Central/uso terapéutico , Polifarmacia
7.
Child Abuse Negl ; 140: 106151, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-36965435

RESUMEN

BACKGROUND: Children who experience maltreatment are at heightened risk for substance use initiation and mental health disorders later in life. Few studies have assessed the relationship between child maltreatment and substance use among Latinx youth. OBJECTIVE: The current study assessed the potential mediating effect of three aspects of self-regulation (emotional, behavioral, and cognitive) on the association between child maltreatment and substance use and examined whether effects varied depending on maltreatment type and severity. PARTICIPANTS AND SETTING: This study involved a random sample of 504 Latinx youth (52 % girls, 48 % boys) between the ages of 10-12 at the start of the study. METHODS: Study hypotheses were tested through structural equation modeling and bootstrapped random errors using the R programming language. RESULTS: Our results indicated that higher levels of child maltreatment predicted higher levels of later substance use, as mediated by emotional and behavioral dysregulation (ß = 0.09, p < 0.01), but not cognitive regulation. When separating maltreatment by subtype, we found the mediating effect was present for abuse (ß = 0.09, p < 0.01), but not neglect. CONCLUSIONS: Findings contribute to our understanding of potential causal mechanisms for the association between child maltreatment and substance use for Latinx youth.


Asunto(s)
Maltrato a los Niños , Autocontrol , Trastornos Relacionados con Sustancias , Masculino , Femenino , Humanos , Niño , Adolescente , Maltrato a los Niños/psicología , Emociones , Trastornos Relacionados con Sustancias/psicología , Hispánicos o Latinos
8.
Anxiety Stress Coping ; 36(5): 636-648, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36371799

RESUMEN

BACKGROUND AND OBJECTIVES: Although dispositional optimism and pessimism have been prospectively associated with health outcomes, little is known about how these associations manifest in everyday life. This study examined how short-term optimistic and pessimistic expectations were associated with psychological and physiological stress processes. METHODS: A diverse sample of adults (N = 300) completed a 2-day/1-night ecological momentary assessment and ambulatory blood pressure (ABP) protocol at ∼45-minute intervals. RESULTS: Moments that were more optimistic than typical for a person were followed by moments with lower likelihood of reporting a stressor, higher positive affect (PA), lower negative affect (NA), and less subjective stress (SS). Moments that were more pessimistic than typical were not associated with any affective stress outcome at the following moment. Neither optimism nor pessimism were associated with ABP, and did not moderate associations between reporting a stressor and outcomes. DISCUSSION: These findings suggest that intraindividual fluctuations in optimistic and pessimistic expectations are associated with stressor appraisals.


Asunto(s)
Pesimismo , Adulto , Humanos , Pesimismo/psicología , Motivación , Monitoreo Ambulatorio de la Presión Arterial , Presión Sanguínea , Personalidad , Afecto
9.
J Gerontol B Psychol Sci Soc Sci ; 78(4): 585-595, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-36190812

RESUMEN

OBJECTIVES: Deviations from normative trajectories of receptive language abilities following early life adversity (ELA) may indicate an elevated risk for advanced cognitive aging and related morbidities. Accelerated epigenetic aging at midlife may further identify those at greatest risk for advanced cognitive aging following ELA. We examined whether accelerations in epigenetic aging at midlife can identify those individuals who demonstrated the greatest change in receptive language abilities following ELA. METHODS: Data were drawn from the Female Growth and Development Study (n = 86), a 30-year prospective cohort study of females exposed to substantiated child sexual abuse (CSA), a severe ELA, and a non-CSA comparison condition. The Peabody Picture Vocabulary Test-Revised (PPVT-R) measured receptive language abilities on 6 occasions from childhood to mid-life. Interindividual differences in PPVT-R trajectories were examined in relation to CSA exposure and across 5 independent measures of epigenetic age acceleration derived from first (Horvath DNAmAge, Hannum DNAmAge) and second (GrimAge, PhenoAge, Dunedin Pace of Aging) generation epigenetic clocks. RESULTS: Quadratic growth models revealed that PPVT-R scores were significantly lower at age 25 for females exposed to CSA. Specifically, CSA exposed females had lower intercepts when GrimAge was accelerated and a smaller quadratic trend when PhenoAge was accelerated. DISCUSSION: ELA is associated with significant differences in development of receptive language abilities with the most pronounced differences observed for females with accelerated epigenetic ages at mid-life. These findings suggest that epigenetic age acceleration could serve as an indicator of differences in cognitive aging and portend to later adulthood cognitive functioning.


Asunto(s)
Experiencias Adversas de la Infancia , Humanos , Femenino , Adulto , Niño , Estudios Prospectivos , Cognición , Envejecimiento/genética , Lenguaje , Epigénesis Genética
10.
Res Child Adolesc Psychopathol ; 50(11): 1487-1499, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-35689729

RESUMEN

Trauma-Focused Cognitive-Behavioral Therapy (TF-CBT) is a well-established treatment for pediatric posttraumatic stress disorder (PTSD). Animal-assisted therapy (AAT) has been proposed as an adjunct to TF-CBT that may improve treatment effects through enhanced targeting of affect regulation, as indexed by specific changes in the respiratory sinus arrhythmia (RSA). The current study reports results from a randomized controlled feasibility trial (N = 33; Mage = 11.79 [SD = 3.08]; 64% White; 67% female) that measured RSA during Sessions 1, 4, 8, and 12 of a twelve-session TF-CBT protocol and tested whether: 1) TF-CBT + AAT achieved higher average RSA amplitudes relative to TF-CBT alone, and 2) RSA regulation, defined as less variability around person-specific RSA slopes during treatment, explained variation in post-treatment PTSD symptoms. Multilevel modeling failed to support an effect for TF-CBT + AAT on RSA amplitudes (δ001 = 0.08, p = 0.844). However, regardless of treatment condition, greater RSA withdrawal was observed within Sessions 4 (γ11 = -.01, p < .001) and 12 (γ13 = -.01, p = .015) relative to the Session 1 baseline. The average level of RSA amplitude in Session 8 was also significantly lower compared to Session 1 (γ02 = -0.70, p = .046). Intraindividual regression models demonstrated that greater RSA regulation predicted improved PTSD symptoms at post-treatment after adjusting for pre-treatment levels (b3 = 20.00, p = .012). These preliminary results offer support for future confirmatory trials testing whether affect regulation, as indexed by changes in RSA, is a mechanism of action for TF-CBT in the treatment of pediatric PTSD.


Asunto(s)
Terapia Asistida por Animales , Terapia Cognitivo-Conductual , Arritmia Sinusal Respiratoria , Trastornos por Estrés Postraumático , Humanos , Femenino , Masculino , Arritmia Sinusal Respiratoria/fisiología , Estudios de Factibilidad , Terapia Cognitivo-Conductual/métodos , Trastornos por Estrés Postraumático/terapia , Arritmia Sinusal
11.
Child Maltreat ; 27(1): 114-125, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-33025835

RESUMEN

This study tested whether a child sexual abuse (CSA) prevention program, Smart Parents-Safe and Healthy Kids (SPSHK), could be implemented as an additional module in evidence-based parent training and whether the added module might detract from the efficacy of the original program. In a cluster randomized trial, six community-based organizations were randomized to deliver Parents as Teachers (PAT) with SPSHK (PAT+SPSHK) or PAT as usual (PAT-AU). CSA-related awareness and protective behaviors, as well as general parenting behaviors taught by PAT were assessed at baseline, post-PAT, post-SPSHK, and 1-month follow-up. Multilevel analyses revealed significant group by time interactions for both awareness and behaviors (ps < .0001), indicating the PAT+SPSHK group had significantly greater awareness of CSA and used protective behaviors more often (which were maintained at follow-up) compared to the PAT-AU group. No differences were observed in general parenting behaviors taught by PAT suggesting adding SPHSK did not interfere with PAT efficacy as originally designed. Results indicate adding SPHSK to existing parent training can significantly enhance parents' awareness of and readiness to engage in protective behavioral strategies. Implementing SPHSK as a selective prevention strategy with at-risk parents receiving parent training through child welfare infrastructures is discussed.


Asunto(s)
Abuso Sexual Infantil , Maltrato a los Niños , Niño , Maltrato a los Niños/prevención & control , Abuso Sexual Infantil/prevención & control , Protección a la Infancia , Humanos , Relaciones Padres-Hijo , Responsabilidad Parental , Padres/educación
12.
Psychoneuroendocrinology ; 136: 105606, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34896740

RESUMEN

Lasting changes in the hypothalamic-pituitary-adrenal (HPA) axis are a potential indication of the biological embedding of early life adversity, yet, prospective and repeatedly collected data are needed to confirm this relation. Likewise, integrating information from multiple biological systems, such as the HPA axis and the epigenome, has the potential to identify individuals with enhanced embedding of early life adversity. The current study reports results from the Female Growth and Development Study, a 30-year prospective cohort study of childhood sexual abuse (CSA). Females exposed to substantiated CSA and a demographically-similar comparison condition were enrolled and resting state cortisol concentrations were sampled on seven subsequent occasions across childhood, adolescence, and adulthood. Differences in participants' cortisol trajectories were examined in relation to prior CSA exposure and DNA methylation-derived epigenetic age acceleration at midlife. Bilinear spline growth models revealed a trajectory where cortisol secretion increased until approximately age twenty and then declined into mid-life, consistent with normative trends. However, cortisol concentrations peaked at a lower level and transitioned to the decline phase at an earlier age for females in the CSA condition with increased epigenetic age acceleration. Robustness tests across three independent measures of epigenetic age acceleration demonstrated similar results for lower peak cortisol levels and earlier ages at transition. Results suggest that CSA is associated with significant changes in HPA-axis activity over extended periods of time with these changes most pronounced in females with accelerated epigenetic aging in mid-life. Implications for biological embedding models of early life adversity and adulthood health are discussed.


Asunto(s)
Hidrocortisona , Delitos Sexuales , Aceleración , Adolescente , Adulto , Epigénesis Genética , Femenino , Humanos , Sistema Hipotálamo-Hipofisario , Sistema Hipófiso-Suprarrenal , Estudios Prospectivos , Estrés Psicológico/genética
13.
Anxiety Stress Coping ; 34(1): 83-95, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33124472

RESUMEN

BACKGROUND: One mechanism by which acute psychosocial stress effects health-related cognitions and behaviors is through changes in the level of mental abstraction when processing information. However, it is unclear whether levels of mental abstraction would be higher or lower after an acute psychosocial stressor. OBJECTIVES: This research examined acute psychosocial stress's impact on levels of mental abstraction. DESIGN: Randomized between-subjects experimental design. METHODS: A diverse sample of 164 undergraduate students aged 18-24 years old were randomly assigned to an acute psychosocial stressor or non-stressful control condition. Blood pressure (BP), heart rate (HR), and negative affect were monitored throughout the study and mental abstraction was measured at the end of each condition. RESULTS: Mental abstraction was statistically significantly higher (i.e., more abstract) after the stress condition than after the control condition (p = 0.005, d = 0.44). This association was partially explained by negative affect (p = 0.017), but not BP or HR (ps > 0.60). CONCLUSIONS: Acute psychosocial stress is associated with higher levels of mental abstraction after the stressor. These findings may have implications for stress-relevant interventions as accounting for the level of mental abstraction may enhance the efficacy of the intervention.


Asunto(s)
Afecto/fisiología , Presión Sanguínea/fisiología , Frecuencia Cardíaca/fisiología , Procesos Mentales/fisiología , Estrés Psicológico/fisiopatología , Estrés Psicológico/psicología , Adolescente , Adulto , Femenino , Humanos , Masculino , Estudiantes/psicología , Estudiantes/estadística & datos numéricos , Adulto Joven
14.
J Behav Med ; 43(5): 839-849, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-31950393

RESUMEN

Although dispositional optimism and pessimism are associated with cardiovascular disease (CVD), their relative independence and unique contributions to CVD risk are unclear. This study addressed these issues by using multiple indicators of optimism and pessimism and linking them to objective risk factors for CVD. A diverse sample of adults (N = 300) completed baseline assessments (including global reports of optimism and pessimism), a 2-day/1-night EMA protocol with ambulatory blood pressure (BP) at 45-min intervals, and had inflammatory markers and carotid intima media imaging collected. EMA reports of momentary positive and negative expectations were averaged to form intraindividual (person) means of optimism and pessimism, respectively. Optimism and pessimism were only modestly correlated between- and within-assessment methods. Higher pessimism, regardless of assessment method, predicted both lower odds of whether BP dipping occurred and a smaller degree of dipping, but was unrelated to other biomarkers. Optimism was not uniquely predictive of CVD risk factors. Pessimism thus appears to exhibit stronger relative contribution to risk indicators of CVD than optimism.


Asunto(s)
Enfermedades Cardiovasculares , Pesimismo , Adulto , Biomarcadores , Monitoreo Ambulatorio de la Presión Arterial , Humanos , Optimismo
15.
Obesity (Silver Spring) ; 27(2): 280-287, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30597754

RESUMEN

OBJECTIVE: This study examined how parental general monitoring (PGM), which refers to parental awareness of adolescents' activities in various domains, is associated with adolescents' weight status and related behaviors and whether these relationships differ among racial/ethnic groups. METHODS: Data are from 4,088 Black, Latino, and White youth assessed in seventh grade (mean age = 13.06). BMI percentile based on measured height and weight indicated weight status. PGM was assessed by adolescent report of parents' awareness of money spending, friends, and whereabouts. Adolescents reported both healthy and unhealthy dietary intake (DI), physical activity, and screen time over the past 7 days. Total sample and multigroup structural models were estimated. RESULTS: PGM was associated with lower weight status for the total sample, as well as being positively associated with healthy DI and physical activity and inversely associated with screen time across racial/ethnic groups. PGM was also inversely associated with unhealthy DI, except for in Black adolescents. There was an indirect effect from PGM to lower weight status via reduced screen time among Latino and White adolescents. CONCLUSIONS: Positive outcomes associated with PGM are extended to weight status and related behaviors. Efforts at improving weight status and related behaviors could benefit from addressing general parenting practices with their children.


Asunto(s)
Conducta del Adolescente/psicología , Peso Corporal/fisiología , Adolescente , Femenino , Humanos , Masculino
16.
PLoS One ; 13(4): e0195229, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29614117

RESUMEN

Violent acts on university campuses are becoming more frequent. Enrollment rates of Latinos at universities is increasing. Research has indicated that youths are more susceptible to trauma, particularly Latinos. Thus, it is imperative to evaluate the validity of commonly used posttraumatic stress measures among Latino college students. The Impact of Event Scale-Revised (IES-R) is one of the most commonly used metrics of posttraumatic stress disorder symptomatology. However, it is largely unknown if the IES-R is measuring the same construct across different sub-samples (e.g. Latino versus non-Latino). The current study aimed to assess measurement invariance for the IES-R between Latino and non-Latino participants. A total of 545 participants completed the IES-R. One- and three-factor scoring solutions were compared using confirmatory factor analyses. Measurement invariance was then evaluated by estimating several multiple-group confirmatory factor analytic models. Four models with an increasing degree of invariance across groups were compared. A significant χ2 difference test was used to indicate a significant change in model fit between nested models within the measurement invariance testing process. The three-factor scoring solution could not be used for the measurement invariance process because the subscale correlations were too high for estimation (rs 0.92-1.00). Therefore, the one-factor model was used for the invariance testing process. Invariance was met for each level of invariance: configural, metric, scalar, and strict. All measurement invariance testing results indicated that the one-factor solution for the IES-R was equivalent for the Latino and non-Latino participants.


Asunto(s)
Etnicidad/psicología , Etnicidad/estadística & datos numéricos , Hispánicos o Latinos/psicología , Hispánicos o Latinos/estadística & datos numéricos , Psicometría/métodos , Adolescente , Adulto , California/epidemiología , Humanos , Vigilancia de la Población , Reproducibilidad de los Resultados , Trastornos por Estrés Postraumático/epidemiología , Trastornos por Estrés Postraumático/psicología , Estudiantes , Universidades , Adulto Joven
17.
Psychol Health Med ; 23(sup1): 13-31, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29544349

RESUMEN

The multidimensional graded response model, an item response theory (IRT) model, can be used to improve the assessment of surveys, even when sample sizes are restricted. Typically, health-based survey development utilizes classical statistical techniques (e.g. reliability and factor analysis). In a review of four prominent journals within the field of Health Psychology, we found that IRT-based models were used in less than 10% of the studies examining scale development or assessment. However, implementing IRT-based methods can provide more details about individual survey items, which is useful when determining the final item content of surveys. An example using a quality of life survey for Cushing's syndrome (CushingQoL) highlights the main components for implementing the multidimensional graded response model. Patients with Cushing's syndrome (n = 397) completed the CushingQoL. Results from the multidimensional graded response model supported a 2-subscale scoring process for the survey. All items were deemed as worthy contributors to the survey. The graded response model can accommodate unidimensional or multidimensional scales, be used with relatively lower sample sizes, and is implemented in free software (example code provided in online Appendix). Use of this model can help to improve the quality of health-based scales being developed within the Health Sciences.


Asunto(s)
Encuestas Epidemiológicas/métodos , Modelos Psicológicos , Modelos Estadísticos , Psicometría/métodos , Adulto , Síndrome de Cushing/psicología , Encuestas Epidemiológicas/normas , Humanos , Psicometría/normas , Calidad de Vida/psicología , Reproducibilidad de los Resultados
18.
Front Psychol ; 8: 863, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28603512

RESUMEN

Context: When working with health-related questionnaires, outlier detection is important. However, traditional methods of outlier detection (e.g., boxplots) can miss participants with "atypical" responses to the questions that otherwise have similar total (subscale) scores. In addition to detecting outliers, it can be of clinical importance to determine the reason for the outlier status or "atypical" response. Objective: The aim of the current study was to illustrate how to derive person fit statistics for outlier detection through a statistical method examining person fit with a health-based questionnaire. Design and Participants: Patients treated for Cushing's syndrome (n = 394) were recruited from the Cushing's Support and Research Foundation's (CSRF) listserv and Facebook page. Main Outcome Measure: Patients were directed to an online survey containing the CushingQoL (English version). A two-dimensional graded response model was estimated, and person fit statistics were generated using the Zh statistic. Results: Conventional outlier detections methods revealed no outliers reflecting extreme scores on the subscales of the CushingQoL. However, person fit statistics identified 18 patients with "atypical" response patterns, which would have been otherwise missed (Zh > |±2.00|). Conclusion: While the conventional methods of outlier detection indicated no outliers, person fit statistics identified several patients with "atypical" response patterns who otherwise appeared average. Person fit statistics allow researchers to delve further into the underlying problems experienced by these "atypical" patients treated for Cushing's syndrome. Annotated code is provided to aid other researchers in using this method.

19.
Front Neurosci ; 11: 315, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28634437

RESUMEN

Objective: The stress response is a dynamic process that can be characterized by predictable biochemical and psychological changes. Biomarkers of the stress response are typically measured over time and require statistical methods that can model change over time. One flexible method of evaluating change over time is the latent growth curve model (LGCM). However, stress researchers seldom use the LGCM when studying biomarkers, despite their benefits. Stress researchers may be unaware of how these methods can be useful. Therefore, the purpose of this paper is to provide an overview of LGCMs in the context of stress research. We specifically highlight the unique benefits of using these approaches. Methods: Hypothetical examples are used to describe four forms of the LGCM. Results: The following four specifications of the LGCM are described: basic LGCM, latent growth mixture model, piecewise LGCM, and LGCM for two parallel processes. The specifications of the LGCM are discussed in the context of the Trier Social Stress Test. Beyond the discussion of the four models, we present issues of modeling nonlinear patterns of change, assessing model fit, and linking specific research questions regarding biomarker research using different statistical models. Conclusions: The final sections of the paper discuss statistical software packages and more advanced modeling capabilities of LGCMs. The online Appendix contains example code with annotation from two statistical programs for the LCGM.

20.
Eur J Endocrinol ; 174(1): 33-40, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26431845

RESUMEN

CONTEXT: Patients in long-term remission of Cushing's syndrome (CS) commonly report impaired quality of life (QoL). The CushingQoL questionnaire is a disease-specific QoL questionnaire for patients diagnosed with CS. The developers of the CushingQoL recommend using a global (total) score to assess QoL. However, the global score does not capture all aspects of QoL as outlined by the World Health Organization (WHO). OBJECTIVE: The aim of the study was to compare the performance of different scoring options to determine the optimal method for the CushingQoL. DESIGN AND PATIENTS: Patients in remission from CS (n=341) were recruited from the Cushing's Syndrome Research Foundation's email listserv and Facebook page, and asked to complete the CushingQoL and a short demographics survey. RESULTS: Using an exploratory analysis, adequate model fit was obtained for the global score, as well as a 2-subscale (psychosocial issues and physical problems) scoring solution. Confirmatory methods were performed to identify the optimal scoring solution. Both the global score and the 2-subscale scoring solution showed adequate model fit. However, a χ(2) difference test indicated that the 2-subscale scoring solution was a significantly better fit than the global score (P<0.05). CONCLUSION: If doctors or researchers would like to tease apart physical and psychosocial issues, the 2-subscale scoring solution would be recommended, since this solution showed to be optimal in scoring the CushingQoL. Regardless of the scoring solution used, the CushingQoL has proven to be a valuable resource for assessing health-related QoL in patients with CS.


Asunto(s)
Síndrome de Cushing/fisiopatología , Síndrome de Cushing/psicología , Calidad de Vida , Encuestas y Cuestionarios , Adulto , Síndrome de Cushing/terapia , Demografía , Femenino , Estado de Salud , Humanos , Hidrocortisona/uso terapéutico , Hipopituitarismo/tratamiento farmacológico , Hipopituitarismo/etiología , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias/tratamiento farmacológico , Psicología , Inducción de Remisión
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