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Journal ArticleDOI

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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Journal Article
TL;DR: High levels of maternal ED were associated with mothers' reports on child's behavioral and emotional problems, which may contaminate the reliability of parental reports on their child's psychological state.
Abstract: BACKGROUND Assessments of psychological symptoms in children often rely on caregivers' (usually mothers') reports. However, the reliability may be affected by the caregivers' own emotional distress (ED). The main objectives of this study were to assess the variability in ED of mothers of children with chronic physical disabilities, and its association with the ratings of their children's emotional and behavioral problems. METHODS Medical data of children diagnosed with chronic disabilities were analyzed (N = 72). Mothers completed the 12-item General Health Questionnaire (12-GHQ) to measure ED and the Child Behavior Checklist (CBCL) to assess children's emotional and behavioral problems Mothers' ED scores were compared with communitybased counterparts with similar socio-demographic characteristics (N = 657) from the Israel National Health Survey (INHS). RESULTS Mothers of children with chronic physical disabilities had higher levels of ED compared to mothers in the general population. About 20% of the sample mothers had 12-GHQ scores compatible with DSM- IV depression or anxiety disorders. No differences in ED were found according to the type of child's disability or IQ score. Marked differences in CBCL scores were reported by mothers with high versus low ED, controlling for baseline maternal and child characteristics. CONCLUSIONS High levels of maternal ED were associated with mothers' reports on child's behavioral and emotional problems.This may contaminate the reliability of parental reports on their child's psychological state.

8 citations

Journal ArticleDOI
TL;DR: This paper explored the impact of a broad range of features of distance education on central student learning outcomes using data from students, parents, and teachers in German and Austrian secondary schools in the COVID-19 pandemic.
Abstract: School closures associated with the COVID-19 pandemic very quickly led to many studies on distance education. Currently, there are only studies available that explored the importance of different features of distance education for student learning during school lockdowns in 2020 relying on a single perspective—student, parent, or teacher data. Thus, we present results from a multiple informant study in which we compared prediction models based on the different perspectives of relevant actors in the school system. Against the background of the context, input, process, and output model, we explored the impact of a broad range of features of distance education on central student learning outcomes using data from students (N = 315), parents (N = 518), and teachers (N = 499) in German and Austrian secondary schools. Although findings from relative weight analysis portray a relatively similar pattern of relevant predictors for students’ learning outcomes (i.e., self-rated achievement, learning effort, and intrinsic motivation) across the three respondent groups, some predictors largely differ between the groups. While students’ ability to self-organize emerged as the most significant predictor across all three informant groups, predictors, such as the lack of parental support during school closure, turned out to be relevant only from parents’ perspective. We discuss the implications of these findings for future educational practice and research.

8 citations

Journal ArticleDOI
TL;DR: In this paper, the authors discussed the rich clinical applications of attachment theory and clinicians have been compelled by the idea that insecure attachment, broadly speaking, may bring a positive effect on patients.
Abstract: Researchers have long discussed the rich clinical applications of attachment theory. Specifically, clinicians have been compelled by the idea that insecure attachment, broadly speaking, may bring a...

8 citations

Journal ArticleDOI
TL;DR: Whether ER mediates the relationship between cumulative childhood trauma and mental health problems in children is examined, whether results differ with examined perspective, and if meaningful patterns of child-caregiver-reported discrepancies can be identified are investigated.

8 citations

Journal ArticleDOI
TL;DR: In this article, the authors employed a multidimensional conceptual framework of engagement to examine the measurement of engagement in intervention studies focused on improving children's and/or families' engagement in services.
Abstract: Objective: The gap between rates of children's mental health problems and their participation in services highlights the need to address concerns related to engagement in mental health services more effectively. To identify, understand, and resolve engagement concerns appropriately requires effective measurement. In this study, we employed a multidimensional conceptual framework of engagement to examine the measurement of engagement in intervention studies focused on improving children's and/or families' engagement in services.Method: We coded 52 randomized controlled trials (RCTs) of interventions designed to enhance treatment engagement published between 1974 and 2019 to examine what engagement constructs have been measured, how these constructs have been measured, who has provided information about engagement, and when and why engagement measures have been administered.Results: Attendance was measured in 94.2% of studies, and 59.6% of studies measured only attendance. Furthermore, most studies (61.5%) measured only one engagement dimension. One hundred twelve unique indicators of treatment engagement were used (61.6% measuring attendance). Infrequent measurement of youth (19.2% of studies) or caregiver (26.9%) perspectives was apparent. About half (54.7%) of measures were completed on one occasion, with 53.7% of measures completed after treatment was concluded.Conclusions: Results highlight how the field's measurement of engagement has focused narrowly on attendance and on interventions that improve attendance. We consider promising new directions for capturing the multidimensional, dynamic, and subjective aspects of engagement, and for leveraging measurement in research and practice settings to feasibly and effectively identify, monitor, and address engagement challenges.

8 citations

References
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Reference EntryDOI
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

Journal ArticleDOI
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
B. F. Skinner1
01 Jan 1953
TL;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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Journal ArticleDOI
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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Trending Questions (1)
What are the different ways to use multiple informants in family studies?

The paper proposes a framework called the Operations Triad Model (OTM) to guide researchers in using and interpreting multiple informants' reports in family studies.