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1.
Child Care Health Dev ; 47(5): 608-617, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33772823

RESUMO

BACKGROUND: Many youth with neurodevelopmental disorders (NDDs) experience mental health problems such as anxiety, depression or anger, and these are often associated with impairments of cognition and emotion regulation. The mechanisms that may be linking cognitive difficulties, emotion regulation and mental health are not known. AIMS: The current study examined whether adaptive and maladaptive (dysregulated) emotion regulation mediated the link between different cognitive control processes (working memory, inhibition and shifting) and internalizing/externalizing symptoms in children with NDDs. METHODS: Participants included 48 children (8-13 years of age) with one or more diagnoses of autism, attention deficit hyperactivity disorder, cerebral palsy and learning disability, who were enrolled in a larger study of cognitive behaviour therapy targeting emotion regulation. Multiple mediation analyses were implemented using the PROCESS macro. The mediation effects of adaptive and maladaptive emotion regulation were examined on the relationships between (1) working memory and internalizing/externalizing symptoms, (2) inhibition and internalizing/externalizing symptoms and (3) shifting and internalizing/externalizing symptoms. All data were collected prior to intervention, at baseline. RESULTS: Shifting, inhibitory control and working memory predicted increased emotion dysregulation, which functioned as a full mediator to both internalizing and externalizing problems in children with NDDs. CONCLUSIONS: In the presence of emotionally triggering situations, children with greater cognitive challenges experience greater maladaptive emotion regulation, which results in both internalizing and externalizing problems. For youth with NDDs, therapeutic plans that include strengthening of working memory, inhibition and shifting abilities in addition to emotion regulation skills training may be helpful in alleviating externalizing and internalizing behaviour.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Regulação Emocional , Adolescente , Criança , Cognição , Emoções , Humanos , Saúde Mental
2.
Multivariate Behav Res ; 55(2): 312-328, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31389729

RESUMO

Measurement Invariance (MI) is often concluded from a nonsignificant chi-square difference test. Researchers have also proposed using change in goodness-of-fit indices ([Formula: see text]GOFs) instead. Both of these commonly used methods for testing MI have important limitations. To combat these issues, To combat these issues, it was proposed using an equivalence test (EQ) to replace the chi-square difference test commonly used to test MI. Due to concerns with the EQ's power, and adjusted version (EQ-A) was created, but provides little evaluation of either procedure. The current study evaluated the Type I error and power of both the EQ and EQ-A, and compared their performance to that of the traditional chi-square difference test and [Formula: see text]GOFs. The EQ was the only procedure that maintained empirical error rates below the nominal alpha level. Results also highlight that the EQ requires larger sample sizes than traditional difference-based approaches or using equivalence bounds based on larger than conventional RMSEA values (e.g., > .05) to ensure adequate power rates. We do not recommend the proposed adjustment (EQ-A) over the EQ.


Assuntos
Pesquisa Comportamental/métodos , Interpretação Estatística de Dados , Modelos Estatísticos , Distribuição de Qui-Quadrado , Simulação por Computador , Humanos
3.
Heart Lung Circ ; 29(7): e111-e120, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31812629

RESUMO

BACKGROUND: Cardiac rehabilitation (CR) is insufficiently available; even less so in low-resource settings. Health care administrators (HAs) are responsible for ensuring CR programs are offered and resourced. This study compared HA CR attitudes in North and South America, the contextual factors associated with these attitudes, and developed a scale/survey to assess them with global applicability. METHODS: Data were retrospectively analysed from three cross-sectional studies: in (1) 195 HAs from Canada (i.e., North America), (2) 44 HAs from seven South American countries, and (3) 43 HAs from Brazil (all South America). Contextual and perceptual/attitudinal items (five-point Likert scale, with higher scores indicating more positive attitudes) were compared by region. Psychometric properties of items were tested. A literature review was performed, and items generated for content validation by experts. RESULTS: The most negative CR attitudes related to government funding models (mean=2.46±1.14/5), and that patients have responsibility for their disease management (3.03±1.25). North American HAs rated their institutions' perceptions of the importance of CR (p<0.001) and quality of the local program (p<0.001) higher than their South American counterparts, but rated the utility of CR in lowering length of stay (p<0.001), promoting behaviour change (p<0.05) and the need for more government funding (p<0.05) lower, among others. Total attitude scores were positively associated with CR knowledge/awareness in both cohorts (all p<0.01). North American HAs more often perceived CR should be funded by hospitals (p<0.001) than South Americans. A 39-item HA CR Attitudes (HACRA-R) scale was developed. CONCLUSIONS: Health care administrators' perceptions vary by context, which could impact CR resourcing.


Assuntos
Reabilitação Cardíaca/métodos , Conhecimentos, Atitudes e Prática em Saúde , Acessibilidade aos Serviços de Saúde/organização & administração , Encaminhamento e Consulta/organização & administração , Estudos Transversais , Feminino , Humanos , Masculino , Estudos Retrospectivos
4.
BMC Psychiatry ; 16: 47, 2016 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-26915910

RESUMO

BACKGROUND: Mental disorders are a leading cause of disability and early mortality. The objective of this study was to describe and compare psychosocial indicators and mental health service use among ethnoculturally-diverse Ontarians. METHODS: This is a cross-sectional analysis of the Ontario Health Study pilot investigation. Residents were mailed an invitation to one of 3 assessment centres (urban, rural and northern sites) from March 2009 to July 2010. Participants had an interview with a nurse and completed a questionnaire on a touchscreen kiosk. The questionnaire included sociodemographic items, and scales assessing symptoms of depressive symptoms (CES-D) and anxiety (GAD-7), social support (Lubben Social Network Scale), stressful life events, and mental health service use. RESULTS: Eight thousand two hundred thirty-five residents participated, among whom 6652 (82.4 %) self-reported their ethnocultural background as White, 225 (2.8 %) as South Asian, 222 (2.8 %) East Asian, 214 (2.7 %) Southeast Asian, 197 (2.4 %) Black, and 28 (0.3 %) as Aboriginal. Based on their sociodemographic characteristics, participants from these ethnocultural minority groups were matched to White participants. Black participants reported significantly greater stressful life events than White participants (p = .04), particularly death (p < .05), divorce (p = .002) and financial difficulties (p < .001). East Asian participants reported significantly less social support than their White counterparts (p < .001), and this was not confounded by measurement variance. Mental health service use was significantly lower in all ethnocultural minorities except Aboriginals, when compared to White participants (p = .001). CONCLUSIONS: There is a high burden of psychosocial distress in several preponderant ethnocultural minorities in Ontario; many of whom are not accessing available mental health services.


Assuntos
Etnicidade/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Saúde Mental/etnologia , Grupos Minoritários/estatística & dados numéricos , Adulto , Negro ou Afro-Americano/psicologia , Povo Asiático/psicologia , População Negra/psicologia , Estudos Transversais , Feminino , Nível de Saúde , Humanos , Masculino , Serviços de Saúde Mental/estatística & dados numéricos , Pessoa de Meia-Idade , Ontário , População Rural/estatística & dados numéricos , Apoio Social , População Branca/psicologia
5.
Can Psychol ; 57(3): 193-201, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28042199

RESUMO

Quantitative methods (QM) dominate empirical research in psychology. Unfortunately most researchers in psychology receive inadequate training in QM. This creates a challenge for researchers who require advanced statistical methods to appropriately analyze their data. Many of the recent concerns about research quality, replicability, and reporting practices are directly tied to the problematic use of QM. As such, improving quantitative literacy in psychology is an important step towards eliminating these concerns. The current paper will include two main sections that discuss quantitative challenges and opportunities. The first section discusses training and resources for students and presents descriptive results on the number of quantitative courses required and available to graduate students in Canadian psychology departments. In the second section, we discuss ways of improving quantitative literacy for faculty, researchers, and clinicians. This includes a strong focus on the importance of collaboration. The paper concludes with practical recommendations for improving quantitative skills and literacy for students and researchers in Canada.

6.
Psychother Res ; 25(2): 239-48, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-24576179

RESUMO

OBJECTIVE: Clinical significance determines whether an intervention makes a real difference in the everyday life of a client. One of the most recommended approaches for conducting group-level analyses of clinical significance is to evaluate whether the treated clinical group is equivalent to a normal comparison group (normative comparisons). The purpose of this study was to demonstrate the analytical and practical power of assessing clinical significance using normative comparisons that are robust to violations of normality and homogeneity of variance assumptions. METHOD: Six datasets were gleaned from published intervention studies for depression. RESULTS: We found that normative comparisons using a robust Schuirmann-Yuen test determined equivalency for 11% fewer clinical samples compared to original normative comparisons that use a Schuirmann test of equivalence. CONCLUSIONS: We recommend that researchers conducting normative comparisons utilize the Schuirmann-Yuen procedure as it provides the most reliable method available for determining if a treated clinical group is equivalent to a normative comparison group.


Assuntos
Interpretação Estatística de Dados , Depressão/terapia , Avaliação de Resultados em Cuidados de Saúde/métodos , Psicoterapia/estatística & dados numéricos , Humanos
7.
Br J Math Stat Psychol ; 77(1): 103-129, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37448144

RESUMO

It has been suggested that equivalence testing (otherwise known as negligible effect testing) should be used to evaluate model fit within structural equation modelling (SEM). In this study, we propose novel variations of equivalence tests based on the popular root mean squared error of approximation and comparative fit index fit indices. Using Monte Carlo simulations, we compare the performance of these novel tests to other existing equivalence testing-based fit indices in SEM, as well as to other methods commonly used to evaluate model fit. Results indicate that equivalence tests in SEM have good Type I error control and display considerable power for detecting well-fitting models in medium to large sample sizes. At small sample sizes, relative to traditional fit indices, equivalence tests limit the chance of supporting a poorly fitting model. We also present an illustrative example to demonstrate how equivalence tests may be incorporated in model fit reporting. Equivalence tests in SEM also have unique interpretational advantages compared to other methods of model fit evaluation. We recommend that equivalence tests be utilized in conjunction with descriptive fit indices to provide more evidence when evaluating model fit.


Assuntos
Análise de Classes Latentes , Tamanho da Amostra , Método de Monte Carlo
8.
J Appl Stat ; 49(8): 2001-2015, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35757595

RESUMO

Behavioral science researchers are often interested in whether there is negligible interaction among continuous predictors of an outcome variable. For example, a researcher might be interested in demonstrating that the effect of perfectionism on depression is very consistent across age. In this case, the researcher is interested in assessing whether the interaction between the predictors is too small to be meaningful. Unfortunately, most researchers address the above research question using a traditional association-based null hypothesis test (e.g. regression) where their goal is to fail to reject the null hypothesis of no interaction. Common problems with traditional tests are their sensitivity to sample size and their opposite (and hence inappropriate) hypothesis setup for finding a negligible interaction effect. In this study, we investigated a method for testing for negligible interaction between continuous predictors using unstandardized and standardized regression-based models and equivalence testing. A Monte Carlo study provides evidence for the effectiveness of the equivalence-based test relative to traditional approaches.

9.
Psychosom Med ; 73(3): 226-33, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21321256

RESUMO

OBJECTIVES: To evaluate a eight-session cognitive behavior therapy (CBT) intervention tailored to adaptation in implantable cardioverter defibrillator (ICD) patients; and to test for treatment group by gender interaction effects. METHODS: Patients receiving their first ICD implant were randomized to CBT or usual cardiac care. Primary outcomes measured at baseline, 6-month, and 12-month follow-ups were symptoms of anxiety and depression (Hospital Anxiety and Depression Scale), posttraumatic stress disorder symptoms (Impact of Events Scale-Revised), and phobic anxiety (Crown-Crisp Experiential Index). Secondary outcomes were quality of life (Short Form-36 Physical Component Summary and Short Form-36 Mental Component Summary) and ICD shocks or antitachycardia pacing therapies. RESULTS: Of 292 eligible patients, 193 consented and were randomized to CBT (n = 96) or usual cardiac care (n = 97). Eighty percent were male; mean age was 64.4 years (standard deviation = 14.3); and 70% received an ICD for secondary prevention. No baseline differences were observed between the treatment conditions; however, women scored worse than men on all psychological and quality of life variables (p < .05). Eighty-three percent completed follow-up. Repeated-measures analyses of covariance revealed significantly greater improvement with CBT on posttraumatic stress disorder total and avoidance symptoms for men and women combined (p < .05) and significantly greater improvement in depressive symptoms and Short Form-36 Mental Component Summary only in women (p < .01). No differences were observed between treatment conditions on ICD therapies over follow-up. CONCLUSION: A CBT intervention to assist adaptation to an ICD enhanced psychological functioning over the first year post implant.


Assuntos
Adaptação Psicológica , Arritmias Cardíacas/terapia , Terapia Cognitivo-Comportamental/métodos , Desfibriladores Implantáveis/psicologia , Idoso , Arritmias Cardíacas/psicologia , Morte Súbita Cardíaca/prevenção & controle , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Transtornos de Estresse Pós-Traumáticos/prevenção & controle , Resultado do Tratamento
10.
PeerJ ; 9: e11383, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34178435

RESUMO

An effect size (ES) provides valuable information regarding the magnitude of effects, with the interpretation of magnitude being the most important. Interpreting ES magnitude requires combining information from the numerical ES value and the context of the research. However, many researchers adopt popular benchmarks such as those proposed by Cohen. More recently, researchers have proposed interpreting ES magnitude relative to the distribution of observed ESs in a specific field, creating unique benchmarks for declaring effects small, medium or large. However, there is no valid rationale whatsoever for this approach. This study was carried out in two parts: (1) We identified articles that proposed the use of field-specific ES distributions to interpret magnitude (primary articles); and (2) We identified articles that cited the primary articles and classified them by year and publication type. The first type consisted of methodological papers. The second type included articles that interpreted ES magnitude using the approach proposed in the primary articles. There has been a steady increase in the number of methodological and substantial articles discussing or adopting the approach of interpreting ES magnitude by considering the distribution of observed ES in that field, even though the approach is devoid of a theoretical framework. It is hoped that this research will restrict the practice of interpreting ES magnitude relative to the distribution of ES values in a field and instead encourage researchers to interpret such by considering the specific context of the study.

11.
Psychooncology ; 19(3): 255-63, 2010 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19274620

RESUMO

OBJECTIVE: Although the Beck Hopelessness Scale is often used with the seriously ill, its factor structure has been given relatively little consideration in this context. METHODS: The factor structure of this scale was examined in a sample of 406 ambulatory patients with advanced lung or gastrointestinal cancer, using a sequential exploratory-confirmatory factor analysis procedure. RESULTS: A two-factor model was consistent with the data: The first factor reflected a negative outlook and was labeled 'negative expectations'; the second factor identified a sense of resignation and was labeled 'loss of motivation.' CONCLUSIONS: Implications regarding scoring of the scale in this population are discussed, as are implications of the two-factor structure for our understanding of hopelessness in individuals with advanced cancer.


Assuntos
Neoplasias/psicologia , Escalas de Graduação Psiquiátrica , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Depressão/etiologia , Depressão/psicologia , Análise Fatorial , Feminino , Neoplasias Gastrointestinais/psicologia , Humanos , Neoplasias Pulmonares/psicologia , Masculino , Estado Civil , Pessoa de Meia-Idade , Fatores Sexuais , Estresse Psicológico/etiologia , Estresse Psicológico/psicologia , Adulto Jovem
12.
Br J Math Stat Psychol ; 63(Pt 3): 527-37, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20030968

RESUMO

Researchers often test for a lack of association between variables. A lack of association is usually established by demonstrating a non-significant relationship with a traditional test (e.g., Pearson's r). However, for logical as well as statistical reasons, such conclusions are problematic. In this paper, we discuss and compare the empirical Type I error and power rates of three lack of association tests. The results indicate that large, sometimes very large, sample sizes are required for the test statistics to be appropriate. What is especially problematic is that the required sample sizes may exceed what is practically feasible for the conditions that are expected to be common among researchers in psychology. This paper highlights the importance of using available lack of association tests, instead of traditional tests of association, for demonstrating the independence of variables, and qualifies the conditions under which these tests are appropriate.


Assuntos
Modelos Estatísticos , Psicologia/estatística & dados numéricos , Estatística como Assunto/métodos , Simulação por Computador , Coleta de Dados/estatística & dados numéricos , Humanos , Computação Matemática , Método de Monte Carlo , Software
13.
Psychother Res ; 20(6): 647-56, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20803383

RESUMO

Treatment efficacy is largely determined by statistical significance testing, and clinical significance testing is often used to quantify or qualify the efficacy of a treatment at the individual or group level. This study applies the equivalence-based clinical significance model proposed by Kendall, Marrs-Garcia, Nath, and Sheldrick (1999) and a revised model proposed by Cribbie and Arpin-Cribbie (2009) to the assessment of treatments for depression. Using several studies that investigated treatments for depression, the authors tested whether the posttreatment means were equivalent to those for a similar normal comparison group. All of the studies had significant improvement from pretest to posttest, although for many of the studies the treated group was not equivalent to a normal comparison group at posttest. Further, there are important differences between the conclusions drawn from the Kendall et al. and Cribbie and Arpin-Cribbie methods for assessing equivalence-based clinical significance.


Assuntos
Transtorno Depressivo/terapia , Psicoterapia/normas , Terapia Cognitivo-Comportamental/normas , Feminino , Humanos , Masculino , Avaliação de Resultados em Cuidados de Saúde/normas , Escalas de Graduação Psiquiátrica , Resultado do Tratamento
14.
Autism ; 24(4): 851-866, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32242453

RESUMO

LAY ABSTRACT: Children with autism commonly experience difficulty controlling their emotions. Although existing treatments are successful in teaching critical emotion regulation skills, not all children improve. It is important to identify the factors that influence treatment response to be able to reach more children. This study aimed to identify child and parent characteristics that predict treatment response in a 10-week cognitive behaviour therapy treatment for children with autism, 8-12 years of age, and their parents. We found that youth who started the treatment with higher verbal abilities, who were more anxious in social situations, and had parents who were more anxious, were more likely to improve in learning new emotion regulation skills. We also found that children who had more physical discomforts or complaints before starting the treatment were less likely to improve in their negative expressions of emotion. Our study suggests that it is important for clinicians to promote active involvement and learning by avoiding complex language and to use more visual materials to supplement the learning process, and make sure that sessions are sensitive to the individual needs of participants.


Assuntos
Transtorno do Espectro Autista , Transtorno Autístico , Terapia Cognitivo-Comportamental , Regulação Emocional , Adolescente , Transtorno do Espectro Autista/terapia , Criança , Emoções , Humanos , Pais
15.
Eur J Pain ; 24(10): 1999-2014, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32761986

RESUMO

BACKGROUND: The objective of this study was to evaluate the psychometric properties of the 17-item Tampa Scale for Kinesiophobia (TSK) in youth. METHODS: Participants were 264 children and adolescents (58.7% female, Mage  = 14.1 years, SDage  = 2.51) scheduled for major surgery who were assessed before surgery, while in hospital postoperatively, and at 6 and 12 months after surgery. Exploratory factor analyses (EFA) were conducted to determine the factor structure of pre-operative TSK scores. Reliability, and convergent, discriminant, and predictive validity were examined. RESULTS: EFA on the 17-item TSK revealed a two-factor model distinguishing the 13 positively scored items from the 4 reverse scored items, but the fit was poor. A second EFA was conducted on the 13 positively scored items (TSK-13) revealing a three-factor model: Fear of injury, bodily vulnerability, and activity avoidance. The TSK-13 showed adequate internal consistency (Ω = 0.82) and weak convergent validity. The TSK-13 was not correlated with postoperative, in-hospital physical activity (actigraphy; r (179) = -0.10, p = 0.18) and showed adequate discriminant validity, that is correlations less than 0.70, with measures of depression (r (225) = 0.41, p < 0.001) and general anxiety (r (224)=0.35, p < 0.001). Predictive validity for pain-related disability at 12 months (r (70) = 0.34, p < 0.001) was adequate. CONCLUSIONS: The original TSK-17 does not appear to be a meaningful measure of kinesiophobia in youth after surgery possibly because of the syntactic structure of the reverse scored items. In contrast, a modified TSK-13, comprised of only the positively scored items, revealed a 3-factor structure that is reliable and demonstrates adequate convergent, discriminant, and predictive validity. SIGNIFICANCE: Kinesiophobia is an important construct to evaluate in the transition from acute to chronic pain among children and adolescents. The 17 item Tampa Scale for Kinesiophobia (TSK) does not show adequate validity or reliability in youth undergoing major surgery, however, the psychometric properties of a 13-item modified scale (TSK-13) are promising.


Assuntos
Transtornos Fóbicos , Adolescente , Criança , Avaliação da Deficiência , Medo , Feminino , Humanos , Lactente , Masculino , Movimento , Medição da Dor , Transtornos Fóbicos/diagnóstico , Psicometria , Reprodutibilidade dos Testes , Inquéritos e Questionários
16.
Psychol Trauma ; 12(1): 20-28, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30688506

RESUMO

OBJECTIVE: Alexithymia is a personality trait that reflects deficits in the cognitive processing and regulation of emotions (Taylor & Bagby, 2013). It has been closely linked to childhood trauma and reported by individuals presenting with other trauma-related conditions, such as posttraumatic stress disorder (PTSD), dissociation, and interpersonal problems (Powers, Etkin, Gyurak, Bradley, & Jovanovic, 2015). Addressing the emotional deficits associated with alexithymia is fundamental to resolving issues of childhood trauma and, therefore, is at the core of many trauma therapy models (e.g., Cloitre, Koenen, Cohen, & Han, 2002). The current study aims to build upon this foundation by examining the role of alexithymia in the improvements of trauma-specific difficulties prior to and following trauma therapy among treatment-seeking women with histories of childhood abuse. METHOD: Data were collected from 167 participants attending Women Recovering from Abuse Program (WRAP), an 8-week, Stage I, day treatment program using primarily group therapy for women with histories of severe childhood trauma. Participants' level of alexithymia, PTSD, and dissociative symptoms, and interpersonal difficulties were assessed at three time points. RESULTS: Significant positive relationships were found between improvements in alexithymia and improvements on all trauma-specific outcomes over the course of treatment (e.g., baseline to posttreatment) and between distinct stages of WRAP. CONCLUSIONS: These findings underscore the role of alexithymia in trauma therapy, and the need to properly attend to the deficits and issues related to alexithymia at initial stages of therapy with survivors of childhood abuse in order to facilitate improvements in trauma-specific symptoms. (PsycINFO Database Record (c) 2020 APA, all rights reserved).


Assuntos
Sobreviventes Adultos de Maus-Tratos Infantis , Sintomas Afetivos , Transtornos Dissociativos , Relações Interpessoais , Avaliação de Resultados em Cuidados de Saúde , Trauma Psicológico , Psicoterapia de Grupo , Transtornos de Estresse Pós-Traumáticos , Adulto , Sintomas Afetivos/etiologia , Sintomas Afetivos/fisiopatologia , Sintomas Afetivos/terapia , Transtornos Dissociativos/etiologia , Transtornos Dissociativos/fisiopatologia , Transtornos Dissociativos/terapia , Feminino , Humanos , Trauma Psicológico/complicações , Trauma Psicológico/fisiopatologia , Trauma Psicológico/terapia , Transtornos de Estresse Pós-Traumáticos/etiologia , Transtornos de Estresse Pós-Traumáticos/fisiopatologia , Transtornos de Estresse Pós-Traumáticos/terapia
17.
Psychother Res ; 19(6): 677-86, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19634049

RESUMO

The field of psychology, as with many other disciplines, has been increasingly interested in being able to measure the effectiveness of behavioral interventions. This trend has led to a number of different approaches for measuring clinical significance, each addressing a slightly different aspect of the clinical outcome. Recently, clinical psychologists (and clients) have supported the contention that one of the most important therapeutic questions is whether clients are functioning equivalently to normal controls following an intervention. To address this question, Kendall, Marrs-Garcia, Nath, and Sheldrick (1999) presented an approach to measuring clinical significance that utilizes tests of equivalence. The present study clarifies the nature of the hypotheses being conducted in measuring clinical significance with tests of equivalence and extends the approach by incorporating recent advances in equivalence testing. A revised approach for evaluating clinical significance via equivalence testing is proposed, and an empirical example demonstrating this approach is provided.


Assuntos
Modelos Psicológicos , Psicologia/métodos , Psicoterapia/métodos , Humanos , Testes Psicológicos
18.
PeerJ ; 7: e6853, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31139500

RESUMO

Researchers often need to consider the practical significance of a relationship. For example, interpreting the magnitude of an effect size or establishing bounds in equivalence testing requires knowledge of the meaningfulness of a relationship. However, there has been little research exploring the degree of relationship among variables (e.g., correlation, mean difference) necessary for an association to be interpreted as meaningful or practically significant. In this study, we presented statistically trained and untrained participants with a collection of figures that displayed varying degrees of mean difference between groups or correlations among variables and participants indicated whether or not each relationship was meaningful. The results suggest that statistically trained and untrained participants differ in their qualification of a meaningful relationship, and that there is significant variability in how large a relationship must be before it is labeled meaningful. The results also shed some light on what degree of relationship is considered meaningful by individuals in a context-free setting.

19.
Br J Math Stat Psychol ; 71(1): 1-12, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-28568313

RESUMO

Valid use of the traditional independent samples ANOVA procedure requires that the population variances are equal. Previous research has investigated whether variance homogeneity tests, such as Levene's test, are satisfactory as gatekeepers for identifying when to use or not to use the ANOVA procedure. This research focuses on a novel homogeneity of variance test that incorporates an equivalence testing approach. Instead of testing the null hypothesis that the variances are equal against an alternative hypothesis that the variances are not equal, the equivalence-based test evaluates the null hypothesis that the difference in the variances falls outside or on the border of a predetermined interval against an alternative hypothesis that the difference in the variances falls within the predetermined interval. Thus, with the equivalence-based procedure, the alternative hypothesis is aligned with the research hypothesis (variance equality). A simulation study demonstrated that the equivalence-based test of population variance homogeneity is a better gatekeeper for the ANOVA than traditional homogeneity of variance tests.


Assuntos
Análise de Variância , Modelos Estatísticos , Simulação por Computador , Probabilidade , Linguagens de Programação , Reprodutibilidade dos Testes
20.
Pain ; 159(2): 314-330, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29084049

RESUMO

This article, based on 2 companion studies, presents an in-depth analysis of preschoolers coping with vaccination pain. Study 1 used an autoregressive cross-lagged path model to investigate the dynamic and reciprocal relationships between young children's coping responses (how they cope with pain and distress) and coping outcomes (pain behaviors) at the preschool vaccination. Expanding on this analysis, study 2 then modeled preschool coping responses and outcomes using both caregiver and child variables from the child's 12-month vaccination (n = 548), preschool vaccination (n = 302), and a preschool psychological assessment (n = 172). Summarizing over the 5 path models and post hoc analyses over the 2 studies, novel transactional and longitudinal pathways predicting preschooler coping responses and outcomes were elucidated. Our research has provided empirical support for the need to differentiate between coping responses and coping outcomes: 2 different, yet interrelated, components of "coping." Among our key findings, the results suggest that a preschooler's ability to cope is a powerful tool to reduce pain-related distress but must be maintained throughout the appointment; caregiver behavior and poorer pain regulation from the 12-month vaccination appointment predicted forward to preschool coping responses and/or outcomes; robust concurrent relationships exist between caregiver behaviors and both child coping responses and outcomes, and finally, caregiver behaviors during vaccinations are not only critical to both child pain coping responses and outcomes in the short- and long-term but also show relationships to broader child cognitive abilities as well.


Assuntos
Adaptação Psicológica/fisiologia , Cuidadores/psicologia , Relações Interpessoais , Dor/etiologia , Dor/psicologia , Vacinação/efeitos adversos , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Masculino , Medição da Dor , Relações Pais-Filho , Pais , Testes Psicológicos , Estresse Psicológico/etiologia
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