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Enregistrement W2891281508 · doi:10.1093/ptj/pzy081

A Collaborative Approach to Decision Making Through Developmental Monitoring to Provide Individualized Services for Children With Cerebral Palsy

2018· article· en· W2891281508 sur OpenAlexafffund
Doreen J. Bartlett, Sarah Westcott McCoy, Lisa A. Chiarello, Lisa Avery, Barbara Galuppi

Notice bibliographique

RevuePhysical Therapy · 2018
Typearticle
Langueen
DomaineMedicine
ThématiqueCerebral Palsy and Movement Disorders
Établissements canadiensMcMaster UniversityWestern University
Organismes subventionnairesCanadian Institutes of Health Research
Mots-clésCerebral palsyMedicinePhysical medicine and rehabilitationPsychology

Résumé

récupéré en direct d'OpenAlex

In this Perspective, we suggest a process to improve physical and occupational therapists’ and families’ collaboration to provide appropriate, efficient, and effective evidence-based services to improve motor function, self-care performance, and participation in family and recreation activities for children with cerebral palsy (CP). This process is informed by 2 multisite prospective cohort studies (Move & PLAY and On Track). The heterogeneity of children with CP is described, limiting the utility of evidence from randomized controlled trials and systematic reviews to inform service planning for children with CP. An evidence-based alternative using prospective cohort studies that produce knowledge of determinants of outcomes important to children and families and methods for developmental monitoring using longitudinal developmental and reference percentile curves to inform individualized care is suggested. Guiding questions are provided to explore how knowledge of determinants and developmental monitoring can inform family-centered, collaborative, strengths-based, and focused service programs to support early development and function. Although this perspective paper is focused on children with CP, the research approach described for collection of useful information and the clinical method of data use may be helpful for people with other heterogeneous chronic health conditions in which physical and occupational therapists face similar challenges. Physical and occupational therapists face a challenge when attempting to use evidence of effectiveness of interventions to support people with heterogeneous health conditions, such as cerebral palsy (CP). We define CP and describe how variable children with this diagnosis are. We then selectively review published literature that highlights difficulties in using information from randomized controlled trials (RCTs) and systematic reviews to inform service planning for children with CP. We propose an evidence-based alternative using prospective cohort studies that produce knowledge of determinants of outcomes important to children and families and methods for developmental monitoring using longitudinal and reference percentile curves to inform individualized care. We provide guidelines to explore how this evidence can be used to plan family-centered, collaborative, strengths-based services to support development and function. “Cerebral palsy (CP) describes a group of permanent disorders of the development of movement and posture…. often accompanied by disturbances of sensation, perception, cognition, communication, and behaviour, by epilepsy, and by secondary musculoskeletal problems.” 1 p9 Traditionally, children with CP have been described by type of motor disorder or distribution of involvement. Recently, functional classification systems have been identified to be more useful and reliable than systems based on impairments.2 The Gross Motor Function Classification System (GMFCS),3,4 the Manual Ability Classification System (MACS),5 and the Communication Function Classification System (CFCS)6 are 5-level ordinal classification systems to categorize usual performance in gross motor, hand, and communication function in everyday life with evidence supporting their reliability and validity. In all systems, level I represents the highest function and level V the lowest. Together, these systems contribute significantly in understanding the variable manifestation of CP. They also provide enhanced communication among team members (including families), a sharper focus on function, and assistance with both realistic goal setting and intervention planning. Hidecker et al7 were the first to describe the relationships among these 3 systems. The most common profile among 222 children was all being in level I, representing 10% of the sample. They also found GMFCS-II, MACS-II, and CFCS-I to represent 5% of their sample. Our group8 recently replicated this study with 671 children and confirmed that GMFCS-I, MACS-I, and CFCS-I was the most common profile (11%), with 10% occurring in GMFCS-I, MACS-II, and CFCS-I, and 6% in GMFCS-II, MACS-II, and CFCS-I. The remaining 73% of the children were scattered in 69 additional cells, each with a frequency of under 5%, highlighting the heterogeneity of gross motor, hand, and communication functions. Although CP is primarily a motor disorder, individual children also experience a range of associated impairments in body functions and health conditions. In addition to investigating the inter-relationships among the 3 systems, we also determined the number and impact of associated health conditions of selected profiles8 using the Health Conditions Questionnaire.9 Although both the average number and impact of health conditions increased as function was more limited, the range of both indices varied considerably, further highlighting the relative uniqueness of individual children. In additional efforts to categorize children with CP more comprehensively than is possible using the GMFCS, MACS, and CFCS alone, we investigated use of other key features of CP. These features included measures of spasticity, balance, distribution of involvement, strength, range of motion, endurance, and impact of health conditions. We established 5 levels of functioning using 2 techniques: a summative, quintile approach and a cluster analysis.10 In the quintile approach, we simply summed the total scores of all measures, divided the ranked grand total scores into 5 groups of children with successively lower scores, and described the central tendency and variability of each of the 5 groups. Using cluster analysis, children were organized into 5 groups based on commonly occurring clusters of levels of the additional key features. These 2 techniques yielded similar groups of children, both ranked by functional ability. The ranked solution was expected in the summative, quintile approach, as it is inherent in the method used. A ranked solution was not expected when using cluster analysis. Our results differed from results in other groups of children (eg, developmental coordination disorder, in which distinct subgroups of children with different constellations of strengths and relative limitations were identified).11 Although average function decreased from the most to least functional groups, there was significant variability in scores on individual measures within each of the 5 groups, with considerable overlap among groups. This finding, specifically the variability in scores within each group studied, as well as overlap among groups, has been observed by others investigating scores across GMFCS levels.12 These results again highlight the heterogeneity of children with CP. As a result of this preparatory work, we concluded that although it is possible to develop a more comprehensive classification, it was not clinically useful. Instead, we believe that routine comprehensive assessments are essential, with each measure interpreted separately to understand individual children's relative strengths and limitations. Traditionally, therapists look to evidence from RCTs and systematic reviews as evidence of effectiveness of interventions. Novak and colleagues13 conducted a systematic review of systematic reviews of a wide variety of interventions for children with CP. Although they acknowledged CP as a complex and heterogeneous condition, they included any motor subtype, topography, or functional ability level in their analyses. Furthermore, they did not acknowledge the limitations of RCTs for providing useful evidence of effectiveness of interventions for this heterogeneous group of children. Responses to this review were many. Critiques highlighted the heterogeneity of CP, the necessity to include the specific clinical features of the sub-population studied, and the importance of these aspects to clinical decision making about interventions to meet the needs of individual children.14–17 The goal of establishing evidence of treatment efficacy for the whole population of children with CP was viewed as an oversimplification of a very complex health condition.15 Several authors suggested that this complexity requires consideration of details on a case-by-case basis before appropriate interventions could be planned for individual children.18 Similar to our view, several groups indicated their preference for prospective cohort studies to understand factors associated with children's outcomes.16,18,19 Our research has used comprehensive rehabilitation outcomes research,20 which is structured around the World Health Organization's International Classification of Functioning, Disability and Health.21 Comprehensive rehabilitation outcomes research is useful when one has a less uniform group of people (such as CP), when interventions are multidimensional and individualized, and when there are significant personal and environmental influences on outcomes. In their response to the letters to the editor, Novak and colleagues22 acknowledged the limitations of RCTs and supported the use of alternative research designs. Furthermore, they strongly agreed with others17 that “the essential next step for the field is to prioritize the development of in-depth, subgroup-specific, valid and patient-oriented, internationally endorsed clinical guidelines, using rigorous, accepted methodologies and involving appropriate consultation.”22 We believe that our work is situated to contribute to this next step. Our “consultation” has included assembling a skilled and knowledgeable research team, as well as working closely with both front-line physical therapists23 and parents of children with CP.24 As is the case for many chronic health conditions,25 knowledge of prognosis is essential for intervention planning for children with CP. Although CP is a non-progressive condition, functional decline by adulthood has been well reported.26–29 Research has also suggested that a decline in motor function may begin earlier in life. Average developmental patterns of motor function for children have been graphed for all 5 levels of the GMFCS.30 Highest levels of functioning were shown to peak when children are 7 or 8 years old, followed by a decline in motor abilities for children and youth in GMFCS levels III, IV, and V.31 Three goals for early rehabilitation consistently identified by children with CP and their families32,33 are to optimize motor function, prevent the development of secondary conditions or impairments that impact lifelong health, and promote children's participation in their daily lives.20,34 In our approach, we focus on children with CP from the time of diagnosis through elementary school age. Furthermore, we value family-centered care and a collaborative approach focusing on children's developmental strengths and environmental supports through a strengths-based perspective. We perceive prospective cohort studies to provide an alternative to RCTs in providing an evidence base for realistic goal setting and intervention planning for this heterogeneous group of children. Figure 1 contains an overview of the processes and products of our research, described in more detail next. of processes and products of our in daily life gross motor function range of with a focus on understanding factors to inform intervention the & PLAY and in for with was to a of determinants of gross motor function, performance in and participation in family and recreation children with CP to 5 years were followed 3 time in 1 were by many and clinical in this multisite informed was from all on of their of and service factors that are comprehensive and to with evidence supporting reliability and were by physical and occupational and were separately for children were to a GMFCS levels I & and for children used a or a for GMFCS levels III, IV, & determinants of the 3 outcomes by functional groups are in of in the & PLAY by & PLAY and in for with are from that they are all impairments balance, of lower spasticity, and and of the body secondary impairments strength, range of and is participation in programs a motor abilities health both a number of conditions and impact on daily of family more and services needs needs and service of of each by significant children in Gross Motor Function Classification System III, IV, and we also the of family-centered care being associated with participation in self-care of in the & PLAY by & PLAY and in for with are from that they are all impairments balance, of lower spasticity, and and of the body secondary impairments strength, range of and is participation in programs a motor abilities health both a number of conditions and impact on daily of family more and services needs needs and service of of each by significant children in Gross Motor Function Classification System III, IV, and we also the of family-centered care being associated with participation in self-care We believe it is useful to determinants that are from that are factors with realistic goal factors are for a goal is motor function, it is to focus interventions on and secondary impairments for both groups of children using children in GMFCS levels III, IV, & it is also to focus on by and supporting children's and we perceive that knowledge of children's of spasticity, and distribution of are less to physical or occupational intervention and with realistic goal a goal is self-care performance, then gross motor a a goal of as are health and for all children and supporting a in their children for in levels III, IV, & not all health conditions are that are with realistic goal a goal is participation in recreation intervention focus primarily on and supporting families in their children. An important of the & PLAY was the development of measures, data collection of the many features of CP, an essential of comprehensive developmental 1 contains a of these measures and their These measures, as well as for the of the and the and of are on the & PLAY 2 a of to the The & PLAY which motor function, performance in and participation in family and recreation we to how these measures time and within groups. This to the development of the On of Health Conditions and of with prospective cohort study to develop both longitudinal and reference percentile In this we followed children with CP to years across 1 to 5 study we from and clinical research to data informed was by was from children as by each families 2 1 families 5 2 each data on balance, range of motion, strength, endurance, health conditions, performance of self-care in daily and participation in family and recreation activities measures described in from the Gross Motor Function were from both physical and occupational therapists and children than 3 years of in GMFCS levels I, & III, data were also on the using guidelines specifically for children with Research evidence supports the reliability and of the in children with and children with CP to years as GMFCS levels I, or information about the of the On is in a We also of the GMFCS, MACS, and We all measures time for each of these 3 classification systems and observed that for the GMFCS was the measure for distinct functional groups. longitudinal data across all functional levels for our measures of we were to how children's abilities develop time and how abilities are within functional work in the Motor a of longitudinal curves the in from to from the curves is useful to understand the prognosis for motor function for children in each of the 5 GMFCS levels as they develop in for children than 2 years of for the GMFCS is more interventions can then be planned for children in different GMFCS based on their focusing on knowledge of longitudinal of service for most children GMFCS level III, is not a realistic is possible and is more effective and using of or Gross motor development curves representing average development by the Gross Motor Function Classification The on the of the Gross Motor Function that when children are expected to have a of the The a can and or in a with support by a a can a on a support from or for 3 69 measures a ability to and the of by with with from et for gross motor function in cerebral of motor development In the On a similar process was used to longitudinal for children by GMFCS level for each of the measures described in as well as the were used to the average in the measures time using longitudinal measures were described by a function or by an function in which scores approach a These of the developmental to functional with scores being expected to or as children age. These can by functional in the knowledge from the On provide for average development for children with CP to years for balance, range of motion, strength, endurance, impact of health conditions, performance in and participation in family and recreation Although knowledge of average development of children in each GMFCS levels is there is significant the heterogeneity as well as information to with both one in time and As a reference percentile curves for motor function were and Figure 3 an of for data for children in GMFCS level The were using and In the On was used for the of scores a for any of the sample. was it requires and is effective in the of and Gross Motor Function Classification System level I Gross Motor Function Figure 3 may not be used or from the the of a one in time relative to other children of the GMFCS level and one can use the percentile of the GMFCS level and the percentile the of the and age. using Figure one can that a in GMFCS level I with a of be the of children the and GMFCS level and This is functioning in the of the range of motor abilities for children in GMFCS level I this or not be in how their with other children of the GMFCS level and age. this value with understanding a relative strengths and limitations across a range of measures, as well as of described next. more useful than a one in time is a to understand the of in scores we published a the in 2 1 with the range of scores observed in the and of the Using the provided in the this to the of years of a of be the a of 2 we can that most children and more than we can this as than to be in the percentile a lower than the This be interpreted as less than to how is by the central of the to strengths and of the in a scores years and are associated with the and representing within of the scores, that is as intervention planning to support motor function be different in each of these in Gross Motor Function by Gross Motor Function Classification System time 2 assessments was 1 The average was the first GMFCS Gross Motor Function Classification with from curves for the Gross Motor Function for clinical and time among children with cerebral in Gross Motor Function by Gross Motor Function Classification System time 2 assessments was 1 The average was the first GMFCS Gross Motor Function Classification with from curves for the Gross Motor Function for clinical and time among children with cerebral As a result of the On as for motor we have a to understand children's time in balance, range of motion, strength, endurance, impact of health conditions, performance in and participation in family and recreation We believe that this approach a to understanding each uniqueness their relative strengths and limitations across developmental both in the of determinants as well as which in with intervention planning. We therapists to have collaborative with children, and family members to scores 1 in time and in scores time to These be by the and family goals to motor function, performance in and participation in family and recreation is important for therapists and families to aspects of the and services that may have to the Figure contains a of questions and to collaborative We suggest that all therapists provide services to children with CP and how they can use these measures and systems of to plan services in collaboration with families and other team may across and within as well as of service (eg, early or school to explore the of results with individual children and their GMFCS Gross Motor Function Classification As a basis for collaborative we are for the results of this of developmental monitoring to children and families We that in complexity to the information needs of different groups. A the and the result or than expected through the use of is to be most for children and with limitations. A with the of the measures, the scores, and their of time be useful to children, are to their health monitoring as they into the years and This also be useful for families have suggested to that they also to this level of detail with other family members (eg, and with in their children's The highest level of detail a with and around in before providing the parents have suggested that they possible of the of of the scores, is The approach described in this be in a family-centered to that it family and are to be strengths-based and the process for each family As of the developmental monitoring and intervention planning it is important for therapists to families in a to about their family and with to individualized on these goals and consideration for of secondary impairments and health the and family can measures to be how the family to be in the how the monitoring needs to be and how the family to the and in the intervention process is a and we believe essential to families in the and monitoring process a the and an for therapists to with families a is to and family to support their provide information in a that is and useful for We several to a family-centered approach to the outcomes not the of on individualized goals of activities within the of the daily life. the measures by Conditions in and for we therapists to the with the family to additional information to intervention planning. As an understanding perspective on their with other children it is secondary to time for of or to on the to have on the intervention focus is on the abilities or the the measures to the families may to with the as the or provide information how the in other families in the and monitoring process the of the experience and the of the information for effective and intervention planning. Several limitations are in our research to the of determinants of motor function, performance in and participation in family and recreation activities was on children with CP the of and 5 in the of the & PLAY were for use with children. In the On we the for children as as were to the in and it was the was in The Health Conditions for of and have been for use with children with CP. Several measures from & PLAY that were not included in the On were that have not been and to be clinically research focus on development of and measures of both children's and of as well as both the of the measures described and the of determinants of gross motor function, performance in and participation in family and recreation activities among children with CP to years of age. We also believe that an important for is of to promote research, as well as case are to our understanding of how to developmental monitoring based on the of the family and the goals that are to the knowledge from prospective cohort studies can inform RCTs by the of aspects of function and subgroups to be A collaborative approach to decision making through developmental monitoring using results from 2 prospective cohort studies a evidence-based method to time of children with the heterogeneous health of CP. This method of relative strengths and limitations in key developmental as a to plan appropriate individualized care. Using such an approach is to both and effectiveness of rehabilitation This approach is with the Physical of an the of health and health to comprehensive monitoring to function and prevent secondary The research team members of the On a of to collaborative and with health care to focus rehabilitation and health care services In and As have we for the of also described as clinical of routine assessments is by from care and to the appropriate and support from clinical and communication among (including families), appropriate clinical and and of assessments with families’ We also for use of this structured approach to physical and therapists to support children with CP and their families comprehensively and Comprehensive developmental monitoring therapists to in planning and of individualized can be further supported in providing appropriate services to this complex and heterogeneous population through the use of of with and from acknowledged clinical This approach to children with CP is with a perspective of health care in which appropriate individualized care is a key Health to their health and care that is and appropriate to and their they they or they Although our is in an evidence-based approach to supporting individualized care for children with CP, we believe that this approach using prospective cohort studies may be of use to and therapists people with other and heterogeneous health conditions. (including review of before The authors acknowledge the On which the of Physical and of of Health of Physical of and and of of of of and and The & PLAY was by the of Health Research and the of for Disability and Research The On was by and the Research The in the or of the The in this work are the of the authors and not represent the of the Research of or the The authors the for of of for support for to for the study or other from the of Health Research as an from the for of the On support and support for to for the study or other through from the and other were

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,051
score de la tête « metaresearch » (Gemma)0,079
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,051
Score d'incertitude au seuil0,271

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0510,079
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,002
Bibliométrie0,0050,002
Études des sciences et des technologies0,0060,008
Communication savante0,0120,009
Science ouverte0,0060,016
Intégrité de la recherche0,0050,011
Charge utile insuffisante (le modèle a refusé de juger)0,0080,001

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,027
Tête enseignante GPT0,332
Écart entre enseignants0,305 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations18
Publié2018
Routes d'admission2
Résumé présentoui

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