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Revealing interdyad differences in naturally occurring staff reactions to challenging behaviour of clients with severe or profound intellectual disabilities by means of Clusterwise Hierarchical Classes Analysis (HICLAS)

Background Investigating interdyad (i.e. couples of a client and their usual caregiver) differences in naturally occurring patterns of staff reactions to challenging behaviour (e.g. self‐injurious, stereotyped and aggressive/destructive behaviour) of clients with severe or profound intellectual disa...

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Published in:Journal of intellectual disability research 2014-11, Vol.58 (11), p.1045-1059
Main Authors: Wilderjans, T. F., Lambrechts, G., Maes, B., Ceulemans, E.
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creator Wilderjans, T. F.
Lambrechts, G.
Maes, B.
Ceulemans, E.
description Background Investigating interdyad (i.e. couples of a client and their usual caregiver) differences in naturally occurring patterns of staff reactions to challenging behaviour (e.g. self‐injurious, stereotyped and aggressive/destructive behaviour) of clients with severe or profound intellectual disabilities is important to optimise client–staff interactions. Most studies, however, fail to combine a naturalistic setup with a person‐level analysis, in that they do not involve a careful inspection of the interdyad differences and similarities. Method In this study, the recently proposed Clusterwise Hierarchical Classes Analysis (HICLAS) method is adopted and applied to data of in which video fragments (recorded in a naturalistic setting) of a client showing challenging behaviour and the staff reacting to it were analysed. In a Clusterwise HICLAS analysis, the staff–client dyads are grouped into a number of clusters and the prototypical behaviour–reaction patterns that are specific for each cluster (i.e. interdyad differences and similarities) are revealed. Results Clusterwise HICLAS discloses clear interdyad differences (and similarities) in the prototypical patterns of clients' challenging behaviour and the associated staff reactions, complementing and qualifying the results of earlier studies in which only general patterns were disclosed. Conclusions The usefulness and clinical relevance of Clusterwise HICLAS is demonstrated. In particular, Clusterwise HICLAS may capture idiosyncratic aspects of staff–client interactions, which may stimulate direct support workers to adopt person‐centred support practices that take the specific abilities of the client into account.
doi_str_mv 10.1111/jir.12076
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F. ; Lambrechts, G. ; Maes, B. ; Ceulemans, E.</creator><creatorcontrib>Wilderjans, T. F. ; Lambrechts, G. ; Maes, B. ; Ceulemans, E.</creatorcontrib><description>Background Investigating interdyad (i.e. couples of a client and their usual caregiver) differences in naturally occurring patterns of staff reactions to challenging behaviour (e.g. self‐injurious, stereotyped and aggressive/destructive behaviour) of clients with severe or profound intellectual disabilities is important to optimise client–staff interactions. Most studies, however, fail to combine a naturalistic setup with a person‐level analysis, in that they do not involve a careful inspection of the interdyad differences and similarities. Method In this study, the recently proposed Clusterwise Hierarchical Classes Analysis (HICLAS) method is adopted and applied to data of in which video fragments (recorded in a naturalistic setting) of a client showing challenging behaviour and the staff reacting to it were analysed. In a Clusterwise HICLAS analysis, the staff–client dyads are grouped into a number of clusters and the prototypical behaviour–reaction patterns that are specific for each cluster (i.e. interdyad differences and similarities) are revealed. Results Clusterwise HICLAS discloses clear interdyad differences (and similarities) in the prototypical patterns of clients' challenging behaviour and the associated staff reactions, complementing and qualifying the results of earlier studies in which only general patterns were disclosed. Conclusions The usefulness and clinical relevance of Clusterwise HICLAS is demonstrated. In particular, Clusterwise HICLAS may capture idiosyncratic aspects of staff–client interactions, which may stimulate direct support workers to adopt person‐centred support practices that take the specific abilities of the client into account.</description><identifier>ISSN: 0964-2633</identifier><identifier>EISSN: 1365-2788</identifier><identifier>DOI: 10.1111/jir.12076</identifier><identifier>PMID: 23957686</identifier><language>eng</language><publisher>Oxford: Blackwell Publishing Ltd</publisher><subject>Adolescent ; Adult ; Adult and adolescent clinical studies ; Aggression - physiology ; Attitude of Health Personnel ; Biological and medical sciences ; Child ; Cluster Analysis ; clustering dyads ; Clusterwise HICLAS ; Disability ; Female ; Humans ; individual/interdyad differences ; Intellectual deficiency ; Intellectual Disability ; Intellectual Disability - nursing ; Intellectual Disability - physiopathology ; Male ; Medical sciences ; Mental disorders ; Mental institutions ; Middle Aged ; observation study in a naturalistic setting ; Professional-Patient Relations ; prototypical patterns of challenging behaviours and staff reactions ; Psychology. 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F.</creatorcontrib><creatorcontrib>Lambrechts, G.</creatorcontrib><creatorcontrib>Maes, B.</creatorcontrib><creatorcontrib>Ceulemans, E.</creatorcontrib><title>Revealing interdyad differences in naturally occurring staff reactions to challenging behaviour of clients with severe or profound intellectual disabilities by means of Clusterwise Hierarchical Classes Analysis (HICLAS)</title><title>Journal of intellectual disability research</title><addtitle>J Intellect Disabil Res</addtitle><description>Background Investigating interdyad (i.e. couples of a client and their usual caregiver) differences in naturally occurring patterns of staff reactions to challenging behaviour (e.g. self‐injurious, stereotyped and aggressive/destructive behaviour) of clients with severe or profound intellectual disabilities is important to optimise client–staff interactions. Most studies, however, fail to combine a naturalistic setup with a person‐level analysis, in that they do not involve a careful inspection of the interdyad differences and similarities. Method In this study, the recently proposed Clusterwise Hierarchical Classes Analysis (HICLAS) method is adopted and applied to data of in which video fragments (recorded in a naturalistic setting) of a client showing challenging behaviour and the staff reacting to it were analysed. In a Clusterwise HICLAS analysis, the staff–client dyads are grouped into a number of clusters and the prototypical behaviour–reaction patterns that are specific for each cluster (i.e. interdyad differences and similarities) are revealed. Results Clusterwise HICLAS discloses clear interdyad differences (and similarities) in the prototypical patterns of clients' challenging behaviour and the associated staff reactions, complementing and qualifying the results of earlier studies in which only general patterns were disclosed. Conclusions The usefulness and clinical relevance of Clusterwise HICLAS is demonstrated. In particular, Clusterwise HICLAS may capture idiosyncratic aspects of staff–client interactions, which may stimulate direct support workers to adopt person‐centred support practices that take the specific abilities of the client into account.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Adult and adolescent clinical studies</subject><subject>Aggression - physiology</subject><subject>Attitude of Health Personnel</subject><subject>Biological and medical sciences</subject><subject>Child</subject><subject>Cluster Analysis</subject><subject>clustering dyads</subject><subject>Clusterwise HICLAS</subject><subject>Disability</subject><subject>Female</subject><subject>Humans</subject><subject>individual/interdyad differences</subject><subject>Intellectual deficiency</subject><subject>Intellectual Disability</subject><subject>Intellectual Disability - nursing</subject><subject>Intellectual Disability - physiopathology</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Mental disorders</subject><subject>Mental institutions</subject><subject>Middle Aged</subject><subject>observation study in a naturalistic setting</subject><subject>Professional-Patient Relations</subject><subject>prototypical patterns of challenging behaviours and staff reactions</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Public safety</subject><subject>Qualitative Research</subject><subject>Self-Injurious Behavior - physiopathology</subject><subject>severe or profound intellectual disabilities</subject><subject>Severity of Illness Index</subject><subject>Stereotyped Behavior - physiology</subject><subject>Young Adult</subject><issn>0964-2633</issn><issn>1365-2788</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><recordid>eNqNks9u1DAQxiMEokvhwAsgSwipHNI6cew4xyWi3a1WpSogjpbjjLtesklrJ13yrLwMs38oEhewLNmyf9_M-PNE0euEniY4zlbOnyYpzcWTaJIwweM0l_JpNKGFyOJUMHYUvQhhRSkVSSaeR0cpK3gupJhEP2_gAXTj2lvi2h58Peqa1M5a8NAaCHhKWt0PXjfNSDpjBu-3cOi1tcSDNr3r2kD6jpglMtDebq8rWOoH1w2edJaYxkHbB7Jx_ZIEzOeBdJ7c-c52Q1vvEqPS9INuMHfQlWtc7zB5NZI1aAyPUcpmCFjgxgUgMwdee7N0BhVlo0NAeNrqZgwukJPZvFxMP79_GT2zugnw6rAeR1_PP34pZ_Hi08W8nC5il6FbsbC6AKgTURWcS2O4zLSgFePAeZ5aaoChcTrXUhSWJTVYyI2mQlhZWyYNO45O9nHxRfcDhF6tXTD4JN1CNwSVSJamGacp_zcqWJZnTKTsP9AEJ-WUIvr2L3SF1qMdW4oWOS8ykSP15kAN1RpqdefdWvtR_W4GBN4dAB3QWOt1a1z4w0kpsLgEubM9t3ENjI_3CVXbblTYjWrXjepyfrPboCLeKxx-4Y9HhfbfFRaWc_Xt6kJdyfPry-sPUpXsF5W95KY</recordid><startdate>201411</startdate><enddate>201411</enddate><creator>Wilderjans, T. F.</creator><creator>Lambrechts, G.</creator><creator>Maes, B.</creator><creator>Ceulemans, E.</creator><general>Blackwell Publishing Ltd</general><general>Wiley-Blackwell</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7QJ</scope><scope>7X8</scope><scope>ASE</scope><scope>FPQ</scope><scope>K6X</scope><scope>7TK</scope></search><sort><creationdate>201411</creationdate><title>Revealing interdyad differences in naturally occurring staff reactions to challenging behaviour of clients with severe or profound intellectual disabilities by means of Clusterwise Hierarchical Classes Analysis (HICLAS)</title><author>Wilderjans, T. F. ; Lambrechts, G. ; Maes, B. ; Ceulemans, E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i4136-6fa9eed16b9558cc584a60b35e5572f0ce3006a7a869f31defe7ca066f8df38c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Adult and adolescent clinical studies</topic><topic>Aggression - physiology</topic><topic>Attitude of Health Personnel</topic><topic>Biological and medical sciences</topic><topic>Child</topic><topic>Cluster Analysis</topic><topic>clustering dyads</topic><topic>Clusterwise HICLAS</topic><topic>Disability</topic><topic>Female</topic><topic>Humans</topic><topic>individual/interdyad differences</topic><topic>Intellectual deficiency</topic><topic>Intellectual Disability</topic><topic>Intellectual Disability - nursing</topic><topic>Intellectual Disability - physiopathology</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Mental disorders</topic><topic>Mental institutions</topic><topic>Middle Aged</topic><topic>observation study in a naturalistic setting</topic><topic>Professional-Patient Relations</topic><topic>prototypical patterns of challenging behaviours and staff reactions</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Public safety</topic><topic>Qualitative Research</topic><topic>Self-Injurious Behavior - physiopathology</topic><topic>severe or profound intellectual disabilities</topic><topic>Severity of Illness Index</topic><topic>Stereotyped Behavior - physiology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wilderjans, T. F.</creatorcontrib><creatorcontrib>Lambrechts, G.</creatorcontrib><creatorcontrib>Maes, B.</creatorcontrib><creatorcontrib>Ceulemans, E.</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>Applied Social Sciences Index &amp; Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><collection>British Nursing Index</collection><collection>British Nursing Index (BNI) (1985 to Present)</collection><collection>British Nursing Index</collection><collection>Neurosciences Abstracts</collection><jtitle>Journal of intellectual disability research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wilderjans, T. F.</au><au>Lambrechts, G.</au><au>Maes, B.</au><au>Ceulemans, E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Revealing interdyad differences in naturally occurring staff reactions to challenging behaviour of clients with severe or profound intellectual disabilities by means of Clusterwise Hierarchical Classes Analysis (HICLAS)</atitle><jtitle>Journal of intellectual disability research</jtitle><addtitle>J Intellect Disabil Res</addtitle><date>2014-11</date><risdate>2014</risdate><volume>58</volume><issue>11</issue><spage>1045</spage><epage>1059</epage><pages>1045-1059</pages><issn>0964-2633</issn><eissn>1365-2788</eissn><abstract>Background Investigating interdyad (i.e. couples of a client and their usual caregiver) differences in naturally occurring patterns of staff reactions to challenging behaviour (e.g. self‐injurious, stereotyped and aggressive/destructive behaviour) of clients with severe or profound intellectual disabilities is important to optimise client–staff interactions. Most studies, however, fail to combine a naturalistic setup with a person‐level analysis, in that they do not involve a careful inspection of the interdyad differences and similarities. Method In this study, the recently proposed Clusterwise Hierarchical Classes Analysis (HICLAS) method is adopted and applied to data of in which video fragments (recorded in a naturalistic setting) of a client showing challenging behaviour and the staff reacting to it were analysed. In a Clusterwise HICLAS analysis, the staff–client dyads are grouped into a number of clusters and the prototypical behaviour–reaction patterns that are specific for each cluster (i.e. interdyad differences and similarities) are revealed. Results Clusterwise HICLAS discloses clear interdyad differences (and similarities) in the prototypical patterns of clients' challenging behaviour and the associated staff reactions, complementing and qualifying the results of earlier studies in which only general patterns were disclosed. Conclusions The usefulness and clinical relevance of Clusterwise HICLAS is demonstrated. In particular, Clusterwise HICLAS may capture idiosyncratic aspects of staff–client interactions, which may stimulate direct support workers to adopt person‐centred support practices that take the specific abilities of the client into account.</abstract><cop>Oxford</cop><pub>Blackwell Publishing Ltd</pub><pmid>23957686</pmid><doi>10.1111/jir.12076</doi><tpages>15</tpages></addata></record>
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source Applied Social Sciences Index & Abstracts (ASSIA); Wiley
subjects Adolescent
Adult
Adult and adolescent clinical studies
Aggression - physiology
Attitude of Health Personnel
Biological and medical sciences
Child
Cluster Analysis
clustering dyads
Clusterwise HICLAS
Disability
Female
Humans
individual/interdyad differences
Intellectual deficiency
Intellectual Disability
Intellectual Disability - nursing
Intellectual Disability - physiopathology
Male
Medical sciences
Mental disorders
Mental institutions
Middle Aged
observation study in a naturalistic setting
Professional-Patient Relations
prototypical patterns of challenging behaviours and staff reactions
Psychology. Psychoanalysis. Psychiatry
Psychopathology. Psychiatry
Public safety
Qualitative Research
Self-Injurious Behavior - physiopathology
severe or profound intellectual disabilities
Severity of Illness Index
Stereotyped Behavior - physiology
Young Adult
title Revealing interdyad differences in naturally occurring staff reactions to challenging behaviour of clients with severe or profound intellectual disabilities by means of Clusterwise Hierarchical Classes Analysis (HICLAS)
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