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: Findings suggest behavioral inhibition strongly predicts social anxiety disorder, making BI a logical focus for selective preventive interventions and screening for behavioral inhibition holds promise for primary prevention.
Abstract: Previous research has suggested the association between behavioral inhibition (BI) and the development of social anxiety disorder in childhood. However, there is scarce research using longitudinal methodology in Spanish-speaking populations. To cover this gap, the sample comprised 73 children ranging from six to eight years who had been examined for BI two years earlier in home and school settings. Children and their parents were administered the Anxiety Disorders Interview Schedule for DSM-5-Child and Parent Versions to assess the presence of possible anxiety disorders. The results revealed the stability of BI symptomatology over time. Data also showed that BI children were almost ten times more likely to develop social anxiety disorder two years later, compared to no-BI children. As a result, findings suggest behavioral inhibition strongly predicts social anxiety disorder, making BI a logical focus for selective preventive interventions. Therefore, screening for behavioral inhibition holds promise for primary prevention.
5 citations
TL;DR: Assessments and interventions for youth symptoms should include not only temperamental features, but also multiple informants’ perspectives of family affective expression, to promote greater family communication, address problematic family dynamics, and potentially attenuate risk for youth Symptoms.
Abstract: Temperamental approach is associated with adolescent internalizing and externalizing symptoms. Negative family affective expression, or problematic communication about emotions, is also associated with youth's risk for symptoms. However, it is unclear whether negative family affective expression differentially predicts symptoms based on (a) youth's temperamental approach and (b) informants' perceptions of negative family affective expression. To address these issues, we explored whether mother-, father-, and youth-reported negative family affective expression moderated the relation between youth temperamental approach and symptoms. Participants were 775 youths (71% male, 76% Caucasian) assessed at ages 10-12 (Time 1) and 12-14 (Time 2). Mothers, fathers, and youths reported on negative family affective expression and youths reported on temperamental approach at Time 1. Teachers reported on youth symptoms at Times 1 and 2. Youth- and father-reported, but not mother-reported, negative family affective expression moderated the relation between youth approach and symptoms. When youths reported higher negative family affective expression, youths lower in approach exhibited higher internalizing symptoms than youths higher in approach. In contrast, when fathers reported lower negative family affective expression, youths lower in approach exhibited higher internalizing and externalizing symptoms than youths higher in approach. Assessments and interventions for youth symptoms should include not only temperamental features, but also multiple informants' perspectives of family affective expression. Such efforts could promote greater family communication, address problematic family dynamics, and potentially attenuate risk for youth symptoms.
5 citations
TL;DR: Higher levels of caregiver-child discordance for anxiety symptoms at pretreatment predicted both clinician-rated treatment completion and adequate dose, and unexpectedly, higher levels of caregivers' and children's perceptions of children's trauma-related difficulties may not converge, and thus, both reports are important to assess.
Abstract: Rates of attrition from child trauma-focused treatment are high, yet few predictors of premature termination are known. Caregiver-child symptom discrepancies are common in this population ...
5 citations
Cites background from "Principles Underlying the Use of Mu..."
...Relatively low symptom agreement regarding children’s difficulties in general is well-documented (Achenbach et al., 1987; De Los Reyes et al., 2015; De Los Reyes & Kazdin, 2004) and this discordance has adverse implications for assessment, diagnosis, and treatment (De Los Reyes et al., 2013)....
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TL;DR: This article investigated the relationship between features of the classroom environment and misalignment between teacher and observer ratings of preschoolers' classroom engagement and the extent to which years of teaching experience moderated this relationship.
Abstract: Research Findings: This study investigated the relationship between features of the classroom environment and misalignment between teacher and observer ratings of preschoolers’ classroom engagement and the extent to which years of teaching experience moderated this relationship. In a sample of 116 preschoolers and 21 teachers in 29 classrooms, classroom engagement was assessed using teacher report and independent direct observation. Classroom-level predictors included severity of challenging behaviors, child:adult ratio, and the percentage of students from economically disadvantaged backgrounds. Lower misalignment was noted on ratings of negative engagement than positive engagement. Multilevel regression analyses revealed that misalignment was largely independent of variation in classroom factors, except for a consistent interaction between years of teaching experience and child:adult ratio. Specifically, observers’ ratings were less misaligned with novice teachers’ ratings than veterans’ in class...
5 citations
TL;DR: Mental health problems during the transition from kindergarten to elementary school associate with academic underachievement at the end of elementary school, and strategies targeting attention problems may be a particularly promising avenue for improving educational performance irrespective of IQ, although this should be established more thoroughly through further research.
Abstract: To investigate whether child mental health problems prospectively associate with IQ‐achievement discrepancy (i.e., academic under‐ and over‐achievement) in emerging adolescence. The secondary aims were to test whether these associations are specific to certain mental health problems, to assess potential sex differences, and to examine whether associations are robustly observed across multiple informants (i.e., maternal and teacher‐reports).
4 citations
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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