Principles Underlying the Use of Multiple Informants' Reports
TL;DR: In this review, the authors advance a framework (Operations Triad Model) outlining general principles for using and interpreting informants' reports and provide supportive evidence for this framework and discuss its implications for hypothesis testing, study design, and quantitative review.
Abstract: Researchers use multiple informants' reports to assess and examine behavior. However, informants' reports commonly disagree. Informants' reports often disagree in their perceived levels of a behavior (“low” versus “elevated” mood), and examining multiple reports in a single study often results in inconsistent findings. Although researchers often espouse taking a multi-informant assessment approach, they frequently address informant discrepancies using techniques that treat discrepancies as measurement error. Yet, recent work indicates that researchers in a variety of fields often may be unable to justify treating informant discrepancies as measurement error. In this review, the authors advance a framework (Operations Triad Model) outlining general principles for using and interpreting informants' reports. Using the framework, researchers can test whether or not they can extract meaningful information about behavior from discrepancies among multiple informants' reports. The authors provide supportive evide...
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TL;DR: Interventions that target negative affect and negative urgency in adolescents with T1D are needed in order to reduce the risk for DEB and negative diabetes health outcomes.
Abstract: Objective Management of type 1 diabetes (T1D) may be difficult for adolescents, who often fail to meet glycemic targets. Adolescents are also at an increased risk for negative affect (i.e., anxiety, depressive symptoms) and are prone to disordered eating behaviors (DEB). This study hypothesized that negative affect would be associated with DEB, self-management, and glycemic control, but that this would be moderated by negative urgency (the urge to engage in impulsive behaviors in response to negative affect), such that this relationship would be significant only for those with higher negative urgency. Methods The Eating in Adolescents with T1D Study recruited 100 caregiver-adolescent dyads (55% male youth, 48% Caucasian) to complete questionnaires reporting on the adolescent's negative affect, negative urgency, DEB, and diabetes management. Glycemic control 3-4 months following survey completion was extracted from the medical record. Results A total of 61% of adolescents reported elevated symptoms of anxiety or depression and 25% reported elevated disordered eating symptoms. A total of 81% of adolescents had an A1c level above recommended targets. Negative affect was associated with DEB, suboptimal T1D self-management, and suboptimal glycemic outcomes, moderated by higher levels of negative urgency. Negative affect was associated directly with suboptimal self-management and glycemic control, but not DEB, at all levels of negative urgency. Conclusions Adolescents reported high levels of negative affect, DEB, and suboptimal glycemic control. Interventions that target negative affect and negative urgency in adolescents with T1D are needed in order to reduce the risk for DEB and negative diabetes health outcomes.
7 citations
TL;DR: Bivariate latent-change-score models tested leading and lagging longitudinal relationships between children’s peer relations (peer victimization/rejection, peer-directed aggression, social withdrawal, prosocial behavior) and psychopathology (depression, anxiety, and externalizing symptoms).
Abstract: Understanding longitudinal associations between problematic peer relations and psychopathology is needed to inform public health. Three models have been proposed: Poor peer relations (a) lead or ar...
6 citations
01 Jan 2018
6 citations
TL;DR: The views of patients’ treatment measured by patients themselves, parents, and caregivers during a psychiatric ward stay are different and more or less unrelated, indicating that each group applies different criteria when assessing treatment satisfaction.
Abstract: The purpose of this study was to compare results of patients’, parents’, and caregivers’ (nursing staff and educators) (self-)assessments of quality of life, treatment outcomes, and satisfaction with inpatient treatment in a child and adolescent psychiatric hospital. In addition, the investigation included a comparison between admission and discharge of the three investigated groups. The study considered adolescents at the Department of Child and Adolescent Psychiatry and Psychotherapy, Hinterbruehl, along with their parents and caregivers. Following questionnaires at admission and discharge were used: the Youth Self-Report (YSR) or Child Behavior Checklist (CBCL/4-18), Inventory for Assessing Quality of Life in Children and Adolescents (ILK), and Questionnaires of the Evaluation of Treatment (FBB). Adolescents (58 patients, aged 14–18 years, standard deviation = 1.06) with different psychiatric diagnoses consecutively admitted for a diagnostic or therapeutic stay were included. The quality of life score was significantly different between patients’ and parents’ rating at discharge. The results of the treatment satisfaction revealed no significant correlations between patients’, parents’, and caregivers’ ratings. A reduction in the psychopathology between admission and discharge was measured in all groups of raters. In addition, an increase in quality of life between admission and discharge was observed in patients, parents, and caregivers. Treatment satisfaction was moderate in all groups of raters. The views of patients’ treatment measured by patients themselves, parents, and caregivers during a psychiatric ward stay are different and more or less unrelated. This indicates that each group applies different criteria when assessing treatment satisfaction.
6 citations
TL;DR: This study is the first to use LCA to examine the relation between informant concordance on reports of DSM-based adolescent borderline pathology in a clinical sample and the clinical implications of class membership for indices of psychiatric severity and internal psychological resources.
Abstract: The aims of the current study were to: 1) identify patterns of agreement between parent-adolescent dyads on reports of adolescent borderline personality features utilizing latent class analysis (LCA) and 2) examine the clinical implications of class membership for indices of psychiatric severity and internal psychological resources. The sample included 643 adolescent inpatients. Borderline personality features were assessed by both adolescents and parents using the Borderline Personality Features Scale - Child (BPFS-C; Crick et al. 2005) and Borderline Personality Features Scale - Parent (BPFS-P; Sharp et al. 2010), respectively. Following recommended statistical approaches for evaluating rater concordance, LCA was utilized to identify distinct classes of parent-adolescent dyads based on concordance/discrepancy in BPFS reports. The subsequent classes were then related to outcome measures of psychiatric severity and internal psychological resources (emotion regulation and experiential acceptance). LCA identified 3 classes of parent-adolescent dyads: 2 convergent classes demonstrating BPFS-P and BPFS-C agreement at a moderate and high level and a divergent class consisting of dyads reporting clinically significant scores on the BPFS-P but clinically negligible BPFS-C scores. Both convergent classes evidenced higher rates of psychiatric severity and lower access to internal resources. The current study is the first to use LCA to examine the relation between informant concordance on reports of DSM-based adolescent borderline pathology in a clinical sample. The significance of the discrepancies within and between classes is discussed with relation to psychosocial outcomes, the diagnosis of borderline personality disorder and implications for what it means when parents and adolescents disagree.
6 citations
Cites background or methods from "Principles Underlying the Use of Mu..."
...First, to identify general patterns of agreement between parent and adolescent reports of borderline personality disorder features, using latent class analysis (De Los Reyes et al.2013, De Los Reyes et al. 2015)....
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...Recently, it has been demonstrated that convergence or divergence between informant reports is often statistically and clinically significant if appropriately interpreted (De Los Reyes et al. 2013)....
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...However, recent research has demonstrated that informant report discrepancies are often statistically and clinically significant if appropriately interpreted (De Los Reyes et al. 2013)....
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References
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11 Jun 2013
113,134 citations
Book•
01 Jan 1983
TL;DR: In this Section: 1. Multivariate Statistics: Why? and 2. A Guide to Statistical Techniques: Using the Book Research Questions and Associated Techniques.
Abstract: In this Section: 1. Brief Table of Contents 2. Full Table of Contents 1. BRIEF TABLE OF CONTENTS Chapter 1 Introduction Chapter 2 A Guide to Statistical Techniques: Using the Book Chapter 3 Review of Univariate and Bivariate Statistics Chapter 4 Cleaning Up Your Act: Screening Data Prior to Analysis Chapter 5 Multiple Regression Chapter 6 Analysis of Covariance Chapter 7 Multivariate Analysis of Variance and Covariance Chapter 8 Profile Analysis: The Multivariate Approach to Repeated Measures Chapter 9 Discriminant Analysis Chapter 10 Logistic Regression Chapter 11 Survival/Failure Analysis Chapter 12 Canonical Correlation Chapter 13 Principal Components and Factor Analysis Chapter 14 Structural Equation Modeling Chapter 15 Multilevel Linear Modeling Chapter 16 Multiway Frequency Analysis 2. FULL TABLE OF CONTENTS Chapter 1: Introduction Multivariate Statistics: Why? Some Useful Definitions Linear Combinations of Variables Number and Nature of Variables to Include Statistical Power Data Appropriate for Multivariate Statistics Organization of the Book Chapter 2: A Guide to Statistical Techniques: Using the Book Research Questions and Associated Techniques Some Further Comparisons A Decision Tree Technique Chapters Preliminary Check of the Data Chapter 3: Review of Univariate and Bivariate Statistics Hypothesis Testing Analysis of Variance Parameter Estimation Effect Size Bivariate Statistics: Correlation and Regression. Chi-Square Analysis Chapter 4: Cleaning Up Your Act: Screening Data Prior to Analysis Important Issues in Data Screening Complete Examples of Data Screening Chapter 5: Multiple Regression General Purpose and Description Kinds of Research Questions Limitations to Regression Analyses Fundamental Equations for Multiple Regression Major Types of Multiple Regression Some Important Issues. Complete Examples of Regression Analysis Comparison of Programs Chapter 6: Analysis of Covariance General Purpose and Description Kinds of Research Questions Limitations to Analysis of Covariance Fundamental Equations for Analysis of Covariance Some Important Issues Complete Example of Analysis of Covariance Comparison of Programs Chapter 7: Multivariate Analysis of Variance and Covariance General Purpose and Description Kinds of Research Questions Limitations to Multivariate Analysis of Variance and Covariance Fundamental Equations for Multivariate Analysis of Variance and Covariance Some Important Issues Complete Examples of Multivariate Analysis of Variance and Covariance Comparison of Programs Chapter 8: Profile Analysis: The Multivariate Approach to Repeated Measures General Purpose and Description Kinds of Research Questions Limitations to Profile Analysis Fundamental Equations for Profile Analysis Some Important Issues Complete Examples of Profile Analysis Comparison of Programs Chapter 9: Discriminant Analysis General Purpose and Description Kinds of Research Questions Limitations to Discriminant Analysis Fundamental Equations for Discriminant Analysis Types of Discriminant Analysis Some Important Issues Comparison of Programs Chapter 10: Logistic Regression General Purpose and Description Kinds of Research Questions Limitations to Logistic Regression Analysis Fundamental Equations for Logistic Regression Types of Logistic Regression Some Important Issues Complete Examples of Logistic Regression Comparison of Programs Chapter 11: Survival/Failure Analysis General Purpose and Description Kinds of Research Questions Limitations to Survival Analysis Fundamental Equations for Survival Analysis Types of Survival Analysis Some Important Issues Complete Example of Survival Analysis Comparison of Programs Chapter 12: Canonical Correlation General Purpose and Description Kinds of Research Questions Limitations Fundamental Equations for Canonical Correlation Some Important Issues Complete Example of Canonical Correlation Comparison of Programs Chapter 13: Principal Components and Factor Analysis General Purpose and Description Kinds of Research Questions Limitations Fundamental Equations for Factor Analysis Major Types of Factor Analysis Some Important Issues Complete Example of FA Comparison of Programs Chapter 14: Structural Equation Modeling General Purpose and Description Kinds of Research Questions Limitations to Structural Equation Modeling Fundamental Equations for Structural Equations Modeling Some Important Issues Complete Examples of Structural Equation Modeling Analysis. Comparison of Programs Chapter 15: Multilevel Linear Modeling General Purpose and Description Kinds of Research Questions Limitations to Multilevel Linear Modeling Fundamental Equations Types of MLM Some Important Issues Complete Example of MLM Comparison of Programs Chapter 16: Multiway Frequency Analysis General Purpose and Description Kinds of Research Questions Limitations to Multiway Frequency Analysis Fundamental Equations for Multiway Frequency Analysis Some Important Issues Complete Example of Multiway Frequency Analysis Comparison of Programs
53,113 citations
TL;DR: This transmutability of the validation matrix argues for the comparisons within the heteromethod block as the most generally relevant validation data, and illustrates the potential interchangeability of trait and method components.
Abstract: Content Memory (Learning Ability) As Comprehension 82 Vocabulary Cs .30 ( ) .23 .31 ( ) .31 .31 .35 ( ) .29 .48 .35 .38 ( ) .30 .40 .47 .58 .48 ( ) As judged against these latter values, comprehension (.48) and vocabulary (.47), but not memory (.31), show some specific validity. This transmutability of the validation matrix argues for the comparisons within the heteromethod block as the most generally relevant validation data, and illustrates the potential interchangeability of trait and method components. Some of the correlations in Chi's (1937) prodigious study of halo effect in ratings are appropriate to a multitrait-multimethod matrix in which each rater might be regarded as representing a different method. While the published report does not make these available in detail because it employs averaged values, it is apparent from a comparison of his Tables IV and VIII that the ratings generally failed to meet the requirement that ratings of the same trait by different raters should correlate higher than ratings of different traits by the same rater. Validity is shown to the extent that of the correlations in the heteromethod block, those in the validity diagonal are higher than the average heteromethod-heterotrait values. A conspicuously unsuccessful multitrait-multimethod matrix is provided by Campbell (1953, 1956) for rating of the leadership behavior of officers by themselves and by their subordinates. Only one of 11 variables (Recognition Behavior) met the requirement of providing a validity diagonal value higher than any of the heterotrait-heteromethod values, that validity being .29. For none of the variables were the validities higher than heterotrait-monomethod values. A study of attitudes toward authority and nonauthority figures by Burwen and Campbell (1957) contains a complex multitrait-multimethod matrix, one symmetrical excerpt from which is shown in Table 6. Method variance was strong for most of the procedures in this study. Where validity was found, it was primarily at the level of validity diagonal values higher than heterotrait-heteromethod values. As illustrated in Table 6, attitude toward father showed this kind of validity, as did attitude toward peers to a lesser degree. Attitude toward boss showed no validity. There was no evidence of a generalized attitude toward authority which would include father and boss, although such values as the VALIDATION BY THE MULTITRAIT-MULTIMETHOD MATRIX
15,795 citations
Book•
01 Jan 1953TL;DR: The psychology classic "Walden Two" as mentioned in this paper is a detailed study of scientific theories of human nature and the possible ways in which human behavior can be predicted and controlled from one of the most influential behaviorists of the twentieth century.
Abstract: The psychology classic-a detailed study of scientific theories of human nature and the possible ways in which human behavior can be predicted and controlled-from one of the most influential behaviorists of the twentieth century and the author of Walden Two. "This is an important book, exceptionally well written, and logically consistent with the basic premise of the unitary nature of science. Many students of society and culture would take violent issue with most of the things that Skinner has to say, but even those who disagree most will find this a stimulating book." -Samuel M. Strong, The American Journal of Sociology "This is a remarkable book-remarkable in that it presents a strong, consistent, and all but exhaustive case for a natural science of human behavior...It ought to be...valuable for those whose preferences lie with, as well as those whose preferences stand against, a behavioristic approach to human activity." -Harry Prosch, Ethics
8,325 citations
"Principles Underlying the Use of Mu..." refers background in this paper
...…which a patient lives may vary as a function of the contingencies (e.g., corporal punishment and praise) that reinforce expressions of her behavior (e.g., Skinner 1953), and as mentioned previously, multiple informants may vary in where they observe a patient’s behavior (e.g., De Los Reyes 2011)....
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TL;DR: Etude de la coherence entre differentes sources (269 echantillons utilisees dans 119 etudes) concernant les evaluations des problemes affectifs et comportementaux d'enfants et d'adolescents âges de 1 1/2 a 19 ans.
Abstract: Etude de la coherence entre differentes sources (269 echantillons utilisees dans 119 etudes) concernant les evaluations des problemes affectifs et comportementaux d'enfants et d'adolescents âges de 1 1/2 a 19 ans
5,254 citations
"Principles Underlying the Use of Mu..." refers background in this paper
...Third, as mentioned previously, low multi-informant correspondence is the norm rather than the exception in assessments of child, adolescent, and adult psychopathology (Achenbach et al. 1987, 2005)....
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...Along these lines, perhaps the investigative team would draw from theory suggesting that parents and teachers provide discrepant reports because they observe children in different contexts or settings (parents at home versus teachers at school; Achenbach et al. 1987, Kraemer et al. 2003)....
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...Achenbach et al. (1987) lucidly reflected this interpretation, in a meta-analysis of correspondence between informants’ reports of child mental health that was published nearly a century after Edgeworth’s (1888) article....
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...However, although multiple informants’ reports typically correspond no higher than low-to-moderate in magnitude (e.g., r’s ranging from 0.20 to 0.40; see Achenbach et al. 1987, 2005), they nonetheless often correspond with each other at statistically significant magnitudes....
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...(e.g., Achenbach et al. 1987, 2005)....
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