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1.
Braz J Phys Ther ; 28(1): 100590, 2024.
Article in English | MEDLINE | ID: mdl-38359542

ABSTRACT

BACKGROUND: Children with motor delays are at increased risk for delayed means-end problem-solving (MEPS) performance. OBJECTIVES: To evaluate children with motor delays: 1) the impact of motor delay severity and MEPS mastery timing on developmental trajectories of MEPS; and 2) the effectiveness of Sitting Together And Reaching To Play (START-Play) intervention for improving MEPS. METHODS: This represents a secondary analysis from a multi-site randomized controlled trial, with blinded assessors and prospective registration. Children with mild or significant motor delays (n = 112, mean age=10.80, SD=2.59 months at baseline) were randomly assigned to START-Play or usual care early intervention (UC-EI) and assessed at five visits across one year using the Means-End Problem-Solving Assessment Tool that included three 30-second MEPS trials per visit. Task mastery occurred at the first visit the child achieved the highest level of performance in at least two of the three trials. Multilevel analyses evaluated trajectories of MEPS outcomes dependent upon the timing of MEPS mastery, motor delay severity, and intervention group. RESULTS: At baseline, children with mild motor delays demonstrated better MEPS than children with significant delays, but this difference was only observed for children who achieved mastery late. Children with significant delays demonstrated greater improvements in MEPS in the post-intervention phase compared to children with mild delays. No MEPS differences were found between START-Play and UC-EI. CONCLUSION: Motor delay severity and timing of task mastery impacted MEPS trajectories, whereas START-Play intervention did not impact MEPS for children with motor delays. CLINICAL TRIALS REGISTRY IDENTIFIER: NCT02593825 (https://clinicaltrials.gov/ct2/show/NCT02593825).


Subject(s)
Motor Skills Disorders , Child , Humans , Early Intervention, Educational , Problem Solving , Prospective Studies , Multicenter Studies as Topic , Randomized Controlled Trials as Topic
2.
Pediatr Phys Ther ; 35(3): 293-302, 2023 07 01.
Article in English | MEDLINE | ID: mdl-37071882

ABSTRACT

PURPOSE: This study tested whether the Sitting Together and Reaching to Play (START-Play) physical therapy intervention indirectly impacts cognition through changes in perceptual-motor skills in infants with motor delays. METHODS: Participants were 50 infants with motor delays randomly assigned to START-Play plus Usual Care Early Intervention (UC-EI) or UC-EI only. Infants' perceptual-motor and cognitive skills were assessed at baseline and 1.5, 3, 6, and 12 months post-baseline. RESULTS: Short-term changes in sitting, fine motor skills, and motor-based problem-solving, but not reaching, predicted long-term changes in cognition. START-Play indirectly impacted cognition through motor-based problem-solving but not sitting, reaching, or fine motor skills. CONCLUSIONS: This study provided preliminary evidence that early physical therapy interventions that blend activities across developmental domains and are supported by an enriched social context can place infants on more optimal developmental trajectories.


Subject(s)
Child Development , Motor Skills Disorders , Infant , Humans , Cognition , Motor Skills , Physical Therapy Modalities
3.
Pediatr Phys Ther ; 34(3): 309-316, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35653237

ABSTRACT

PURPOSE: This study examines object permanence development in infants with motor delays (MD) compared with infants with typical development (TD) and in relation to sitting skill. METHODS: Fifty-six infants with MD (mean age = 10 months) and 36 with TD (mean age = 5.7 months) were assessed at baseline and then at 1.5, 3, and 6 months postbaseline. A scale was developed to measure object permanence (Object Permanence Scale [OPS]), and the Gross Motor Function Measure sitting subsection (GMFM-SS), and the Bayley Scales of Infant and Toddler Development, 3rd Edition (Bayley-III) were administered. RESULTS: Interrater reliability of the OPS was excellent and correlation between the OPS and Bayley-III cognitive scores was moderately positive. Compared with TD, infants with MD were delayed in development of object permanence but demonstrated increased understanding over time and as sitting skills improved. CONCLUSION: In children with MD, object permanence, as quantified by the OPS, emerges in conjunction with sitting skill.


Subject(s)
Child Development , Motor Skills Disorders , Humans , Infant , Motor Skills , Reproducibility of Results , Sitting Position
4.
Pediatr Phys Ther ; 34(3): 425-431, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35703307

ABSTRACT

PURPOSE: This case series documents developmental changes over time and in response to a novel intervention, Sitting Together and Reaching to Play (START-Play), in children with early-life seizures. METHODS: Thirteen children with early-life seizures were included from a subset of participants in the START-Play multisite, randomized controlled trial. Seven received 3 months of twice weekly START-Play intervention; 6 continued with usual care early intervention. Bayley Scales of Infant Development-III (Cognitive Composite), Gross Motor Function Measure-66 Item Set, Assessment of Problem-Solving in Play, and reaching assessments were administered at baseline, 3, 6, and 12 months postbaseline. Change scores are reported at 3 and 12 months postbaseline. RESULTS: Over time, plateau or decline was noted in standardized cognition measures; motor development improved or was stable. Children receiving START-Play showed positive trends in problem-solving (71.4%) and reaching behaviors (57.2%). CONCLUSIONS: Interventions such as START-Play that combine motor and cognitive constructs may benefit children with early-life seizures.


Subject(s)
Child Development , Early Intervention, Educational , Child , Child Development/physiology , Cognition/physiology , Humans , Infant , Motor Skills/physiology , Problem Solving , Seizures
5.
Phys Occup Ther Pediatr ; 42(5): 510-525, 2022.
Article in English | MEDLINE | ID: mdl-35350970

ABSTRACT

AIMS: This study evaluated whether caregiver-provided learning opportunities moderated the effect of START-Play physical therapy intervention on the cognitive skills of young children with neuromotor delays, and whether START-Play impacted caregiver-provided learning opportunities over time. METHODS: One hundred and twelve children with neuromotor delays (7-16 months) participated in a multisite randomized clinical trial evaluating the efficacy of START-Play. Children were assessed at baseline and 3 (post intervention), 6, and 12 months post baseline. Cognition was scored from the Bayley Scales of Infant & Toddler Development, Third Edition, cognitive scale. The proportion of time caregivers spent providing learning opportunities was coded from a 5-minute caregiver-child free play interaction. RESULTS: Baseline caregiver-provided learning opportunities moderated the 3- and 12-month effects of START-Play on cognition. Cognitive gains due to START-Play were more pronounced for children whose caregivers provided more learning opportunities. START-Play did not impact caregiver-provided learning opportunities over time. CONCLUSIONS: START-Play may have a lasting effect on children's cognition, but this effect is contingent on caregivers providing their child with ample opportunities to practice cognitive skills. Strategies for improving caregivers' uptake and transfer of START-Play principles to their daily routines should be evaluated. TRIAL REGISTRATION: ClinicalTrials.gov NCT02593825.


Subject(s)
Caregivers , Child Development , Caregivers/psychology , Child, Preschool , Cognition , Humans , Infant , Learning , Physical Therapy Modalities
6.
Dev Psychobiol ; 64(1): e22233, 2022 01.
Article in English | MEDLINE | ID: mdl-35050510

ABSTRACT

Infants' developing motor skills-including mastery of new postures such as sitting and standing-affect opportunities for learning that facilitate cognitive development. But how infant posture affects caregiver behavior is largely unexplored. Moreover, we know little about effects of posture on learning opportunities in infants with motor delay. This study asked how infants with typical development and infants with significant motor delay use various postures during play, and whether posture is related in real time to caregiver-provided cognitive learning opportunities. Infants were videotaped five times over the course of a year in a free play session with a caregiver, starting when they demonstrated initial sitting skills. Posture and cognitive opportunities were coded moment-by-moment to assess duration and temporal overlap. We found that infants with typical development and infants with motor delay displayed similar use of postures initially, but infants with typical development demonstrated more mature postures over time. We also found that for both groups of infants, caregivers were most likely to provide cognitive opportunities when infants were sitting independently, and least likely when infants were supine. Our findings highlight the importance of upright sitting in typical and atypical infant development and suggest potential areas of intervention for infants with motor delay.


Subject(s)
Caregivers , Posture , Child , Child Development , Cognition , Humans , Infant , Motor Skills
7.
Dev Psychobiol ; 63(6): e22123, 2021 09.
Article in English | MEDLINE | ID: mdl-33942902

ABSTRACT

INTRODUCTION: The purpose of this study was to quantify the relationship between early motor skills, such as sitting, and the development of problem-solving skills in children with motor delays. METHODS: Motor (Gross Motor Function Measure) and problem-solving (Assessment of Problem-Solving in Play) skills of 134 children 7-16 months adjusted age at baseline with motor delay were assessed up to 5 times over 12 months. Participants were divided into two groups: mild and significant motor delay. RESULTS: Motor and problem-solving scores had large (r's = 0.53-0.67) and statistically significant (p's > .01) correlations at all visits. Baseline motor skills predicted baseline and change in problem solving over time. The associations between motor and problem-solving skills were moderated by level of motor delay, with children with significant motor delay generally having stronger associations compared to those with mild motor delay. CONCLUSIONS: These findings suggest that overall baseline motor skills are predictive of current and future development of problem-solving skills and that children with significant motor delay have a stronger and more stable association between motor and problem-solving skills over time. This highlights that children with motor delays are at risk for secondary delays in problem solving, and this risk increases as degree of motor delay increases.


Subject(s)
Motor Skills Disorders , Motor Skills , Child , Child Development , Child, Preschool , Developmental Disabilities , Humans , Infant , Problem Solving
8.
Pediatr Phys Ther ; 33(1): 2-9, 2021 01 01.
Article in English | MEDLINE | ID: mdl-33337765

ABSTRACT

PURPOSE: To evaluate validity, reliability, and sensitivity of the novel Means-End Problem-Solving Assessment Tool (MEPSAT). METHODS: Children with typical development and those with motor delay were assessed throughout the first 2 years of life using the MEPSAT. MEPSAT scores were validated against the cognitive and motor subscales of the Bayley Scales of Development. Intra- and interrater reliability, developmental trends, and differences among groups were evaluated. RESULTS: Changes in MEPSAT scores positively related to changes in Bayley scores across time for both groups of children. Strong intra- and interrater reliability was observed for MEPSAT scoring across all children. The MEPSAT was sensitive to identify change across time and differences in problem-solving among children with varying levels of motor delay. CONCLUSIONS: The MEPSAT is supported by validity and reliability evidence and is a simple tool for screening early problem-solving delays and evaluating change across time in children with a range of developmental abilities. What this adds to the evidence: The novel MEPSAT is supported by validity and reliability evidence. It is sensitive to detect problem-solving differences among young children with varying motor ability and to capture changes in problem-solving across time. It requires minimal equipment and time to administer and score and, thus, is a promising tool for clinicians to screen for early problem-solving delays or to track intervention progress in young children with or at risk for problem-solving delays.


Subject(s)
Developmental Disabilities/rehabilitation , Early Intervention, Educational/methods , Physical Therapy Modalities , Problem Solving/physiology , Child, Preschool , Humans , Infant , Male , Reproducibility of Results
9.
Phys Ther ; 101(2)2021 02 04.
Article in English | MEDLINE | ID: mdl-33382406

ABSTRACT

OBJECTIVE: Our objective was to evaluate the efficacy of the Sitting Together and Reaching to Play (START-Play) intervention in young infants with neuromotor disorders. METHOD: This randomized controlled trial compared usual care early intervention (UC-EI) with START-Play plus UC-EI. Analyses included 112 infants with motor delay (55 UC-EI, 57 START-Play) recruited at 7 to 16 months of age across 5 sites. START-Play included twice-weekly home visits with the infant and caregiver for 12 weeks provided by physical therapists trained in the START-Play intervention; UC-EI was not disrupted. Outcome measures were the Bayley Scales of Infant and Toddler Development, Third Edition (Bayley); the Gross Motor Function Measure; reaching frequency; and the Assessment of Problem Solving in Play (APSP). Comparisons for the full group as well as separate comparisons for infants with mild motor delay and infants with significant motor delay were conducted. Piecewise linear mixed modeling estimated short- and long-term effects. RESULTS: For infants with significant motor delay, positive effects of START-Play were observed at 3 months for Bayley cognition, Bayley fine motor, and APSP and at 12 months for Bayley fine motor and reaching frequency outcomes. For infants with mild motor delay, positive effects of START-Play for the Bayley receptive communication outcome were found. For the UC-EI group, the only difference between groups was a positive effect for the APSP outcome, observed at 3 months. CONCLUSION: START-Play may advance reaching, problem solving, cognitive, and fine motor skills for young infants with significant motor delay over UC-EI in the short term. START-Play in addition to UC-EI may not improve motor/cognitive outcomes for infants with milder motor delays over and above usual care. IMPACT: Concepts of embodied cognition, applied to early intervention in the START-Play intervention, may serve to advance cognition and motor skills in young infants with significant motor delays over usual care early intervention. LAY SUMMARY: If you have a young infant with significant delays in motor skills, your physical therapist can work with you to develop play opportunities to enhance your child's problem solving, such as that used in the START-Play intervention, in addition to usual care to help your child advance cognitive and motor skills.


Subject(s)
Child Development/physiology , Cognitive Dysfunction/therapy , Exercise Therapy/methods , Motor Skills Disorders/therapy , Nervous System Diseases/therapy , Cognitive Dysfunction/physiopathology , Disability Evaluation , Female , Humans , Infant , Male , Motor Skills Disorders/physiopathology , Nervous System Diseases/physiopathology , Problem Solving/physiology , Surveys and Questionnaires
10.
Pediatr Phys Ther ; 31(4): 347-352, 2019 10.
Article in English | MEDLINE | ID: mdl-31568380

ABSTRACT

BACKGROUND: Physical therapy interventions for children with severe motor impairments do not address the relationship between motor and cognitive development. PURPOSE: Evaluate the potential of a physical therapy intervention focusing on enhancing cognitive and motor outcomes in a child with severe motor impairments. DESIGN: AB phase design without reversal. METHODS: One child participated in 8 assessments from 4 to 29 months of age. The START-Play intervention was provided for 3 months following 4 baseline assessments over 12 months. Total Gross Motor Function Measure (GMFM), Sitting, Reaching, and Problem Solving assessments were completed. Visual inspection, 2 standard deviation (SD) Band Method, and percent of nonoverlapping data methods evaluated change. RESULTS: This child had improved GMFM total and sitting scores, increased frequency of toys contacts, and increased rate of problem-solving behaviors following intervention. CONCLUSION: START-Play shows promise for children with severe motor impairments. Additional research is needed to evaluate efficacy.


Subject(s)
Cerebral Palsy/rehabilitation , Child Development , Cognition , Motor Skills , Physical Therapy Modalities , Child, Preschool , Female , Humans , Infant , Male , Treatment Outcome
11.
Educ Psychol Meas ; 78(2): 272-296, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29795956

ABSTRACT

Evaluations of measurement invariance provide essential construct validity evidence-a prerequisite for seeking meaning in psychological and educational research and ensuring fair testing procedures in high-stakes settings. However, the quality of such evidence is partly dependent on the validity of the resulting statistical conclusions. Type I or Type II errors can render measurement invariance conclusions meaningless. The present study used Monte Carlo simulation methods to compare the effects of multiple model parameterizations (linear factor model, Tobit factor model, and categorical factor model) and estimators (maximum likelihood [ML], robust maximum likelihood [MLR], and weighted least squares mean and variance-adjusted [WLSMV]) on the performance of the chi-square test for the exact-fit hypothesis and chi-square and likelihood ratio difference tests for the equal-fit hypothesis for evaluating measurement invariance with ordered polytomous data. The test statistics were examined under multiple generation conditions that varied according to the degree of metric noninvariance, the size of the sample, the magnitude of the factor loadings, and the distribution of the observed item responses. The categorical factor model with WLSMV estimation performed best for evaluating overall model fit, and the categorical factor model with ML and MLR estimation performed best for evaluating change in fit. Results from this study should be used to inform the modeling decisions of applied researchers. However, no single analysis combination can be recommended for all situations. Therefore, it is essential that researchers consider the context and purpose of their study.

12.
Multivariate Behav Res ; 52(3): 325-349, 2017.
Article in English | MEDLINE | ID: mdl-28281792

ABSTRACT

Sampling designs of large-scale survey studies are typically complex, involving multiple design features such as clustering and unequal probabilities of selection. Single-level (i.e., population-averaged) methods that use adjusted variance estimators and multilevel (i.e., cluster-specific) methods provide two alternatives for modeling clustered data. Although the literature comparing these methods is vast, comparisons have been limited to the context in which all sampling units are selected with equal probabilities (thus circumventing the need for sampling weights). The goal of this study was to determine under what conditions single-level and multilevel estimators outperform one another in the context of a two-stage sampling design with unequal probabilities of selection. Monte Carlo simulation methods were used to evaluate the impact of several factors, including population model, informativeness of the design, distribution of the outcome variable, intraclass correlation coefficient, cluster size, and estimation method. Results indicated that the unweighted estimators performed similarly across conditions, whereas the weighted single-level estimators tended to outperform the weighted multilevel estimators, particularly under nonideal sample conditions. Multilevel weight approximation methods did not perform well when the design was informative. An empirical example is provided to demonstrate how researchers might investigate the implications of the simulation results in practice.


Subject(s)
Cluster Analysis , Multilevel Analysis , Probability , Computer Simulation , Data Interpretation, Statistical , Educational Status , Humans , Monte Carlo Method , Multilevel Analysis/methods , Students
13.
J Couns Psychol ; 59(2): 321-8, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22506911

ABSTRACT

The purpose of this research was to conduct a replication-based and extension study examining the effectiveness of a 5-week career group counseling intervention, Advancing Career Counseling and Employment Support for Survivors (ACCESS; Chronister, 2008). The present study was conducted in a markedly different geographic region within a larger community as compared with the original investigation conducted by Chronister and McWhirter (2006). Women survivors of intimate partner violence (N = 73) participated in ACCESS, with career-search self-efficacy, perceived career barriers, perceived career supports, anxiety, and depression assessed at preintervention, postintervention, and 8-week follow-up. Women survivors demonstrated significant improvements in career-search self-efficacy and perceived career barriers at postintervention. Moreover, these same improvements were maintained at the 8-week follow-up assessment with the addition of significant improvements in perceived future financial supports, anxiety, and depression compared with preintervention scores. This work replicates the initial findings regarding the effectiveness of ACCESS with respect to career-search self-efficacy (Chronister & McWhirter, 2006) as well as extends the initial research to include improvements in perceived career barriers and perceived career supports. Moreover, the present study extends the work to include the mental health outcomes of anxiety and depression; results demonstrated improvements in these areas at 8-week follow-up. This investigation begins to fill a critical need for evaluated career-focused interventions for the underserved population of women survivors of intimate partner violence.


Subject(s)
Psychotherapy, Group , Social Support , Spouse Abuse/rehabilitation , Vocational Guidance , Adaptation, Psychological , Adult , Female , Humans , Likelihood Functions , Linear Models , Middle Aged , Midwestern United States , Multivariate Analysis , Self Efficacy , Survivors/psychology
14.
J Pediatr Psychol ; 37(1): 53-63, 2012.
Article in English | MEDLINE | ID: mdl-21852343

ABSTRACT

OBJECTIVE: To examine the effectiveness of a family-based behavioral group intervention (Positively Fit; PF) for pediatric obesity relative to a brief family intervention (BFI) in a sample of treatment-seeking children and adolescents. METHODS: Families (n = 93) were randomized to treatment condition. Assessments were conducted at pre- and posttreatment and at 12-month follow-up. Outcome indices included standardized body mass index (BMI) and quality of life (QOL). RESULTS: Results indicated a significant reduction in zBMI at posttreatment and follow-up across both conditions. At follow-up, BFI and PF participants evidenced average reductions of .12 and .19 zBMI units, respectively. Children demonstrated better outcomes than adolescents across both conditions. Results indicated clinically significant improvements in parent-reported QOL at postintervention and in self-reported QOL at follow-up for PF participants. CONCLUSIONS: Results suggest the effectiveness of family-based interventions for pediatric obesity in clinical settings among younger children. Neither intervention was effective in terms of reducing zBMI among adolescents.


Subject(s)
Behavior Therapy/methods , Family Therapy/methods , Obesity/therapy , Psychotherapy, Brief/methods , Adolescent , Age Factors , Body Mass Index , Female , Follow-Up Studies , Humans , Male , Obesity/psychology , Quality of Life/psychology , Treatment Outcome
15.
Early Educ Dev ; 21(1): 125-156, 2010 Jan 01.
Article in English | MEDLINE | ID: mdl-24683299

ABSTRACT

RESEARCH FINDINGS: Parental engagement with children has been linked to a number of adaptive characteristics in preschool children, and relationships between families and professionals are an important contributor to school readiness. Furthermore, social-emotional competence is a key component of young children's school readiness. This study reports the results of a randomized trial of a parent engagement intervention (Getting Ready) designed to facilitate school readiness among disadvantaged preschool children, with a particular focus on social-emotional outcomes. Two hundred and twenty children were involved over the 4-year study period. Statistically significant differences were observed between treatment and control participants in the rate of change over a 2-year period on teacher reports for certain interpersonal competencies (i.e., attachment, initiative, and anxiety/ withdrawal). In contrast, no statistically significant differences between groups over a 2-year period were noted for behavioral concerns (anger/aggression, self-control, or behavioral problems) as a function of the Getting Ready intervention. PRACTICE OR POLICY: The intervention appears to be particularly effective at building social-emotional competencies beyond the effects experienced as a function of participation in Head Start programming alone. Limitations and implications for future research are reviewed.

16.
Educ Gerontol ; 35(7): 653-668, 2009.
Article in English | MEDLINE | ID: mdl-19543546

ABSTRACT

This study examined how Flesch Reading Ease and text cohesion affect older adults' comprehension of common health texts. All older adults benefited when high Flesh Reading Ease was combined with high cohesion. Older adults with small working memories had more difficulty understanding texts high in Flesch Reading Ease. Additionally, older adults with low verbal ability or older than 77 years of age had difficulty understanding texts high in text cohesion but low in Flesch Reading Ease. These results imply that writers must increase Flesch Reading Ease without disrupting text cohesion to ensure comprehension of health-related texts.

17.
J Pediatr Psychol ; 32(5): 571-81, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17145733

ABSTRACT

OBJECTIVE: To examine, using partial least squares (PLS) modeling, the associations among hope, illness-related uncertainty, anxiety, depression, and adherence in a sample of children with renal and liver transplantations. METHODS: Seventy pediatric renal and liver transplant recipients and their caregivers participated in a 3-month study which involved completing questionnaires and monitoring adherence via self-report and electronic monitoring (MEMS caps). A PLS estimation procedure was used to examine the associations among constructs in the theoretical model. RESULTS: Hope and uncertainty were associated with both depressive symptoms and anxiety, and depressive symptoms were associated with treatment adherence. The association of hope and adherence to treatment was fully mediated by depressive symptoms. CONCLUSIONS: Findings suggest mechanisms for identifying patients that may be at risk for nonadherence and components for intervention programs to improve adherence rates among pediatric transplant recipients.


Subject(s)
Adaptation, Psychological , Affect , Attitude to Health , Chronic Disease/psychology , Kidney Transplantation/psychology , Kidney Transplantation/statistics & numerical data , Liver Transplantation/psychology , Liver Transplantation/statistics & numerical data , Patient Compliance/statistics & numerical data , Adolescent , Child , Female , Humans , Male , Monitoring, Ambulatory , Surveys and Questionnaires
18.
Behav Res Methods ; 39(4): 723-30, 2007 Nov.
Article in English | MEDLINE | ID: mdl-18183884

ABSTRACT

The use of multilevel modeling is presented as an alternative to separate item and subject ANOVAs (F1 x F2) in psycholinguistic research. Multilevel modeling is commonly utilized to model variability arising from the nesting of lower level observations within higher level units (e.g., students within schools, repeated measures within individuals). However, multilevel models can also be used when two random factors are crossed at the same level, rather than nested. The current work illustrates the use of the multilevel model for crossed random effects within the context of a psycholinguistic experimental study, in which both subjects and items are modeled as random effects within the same analysis, thus avoiding some of the problems plaguing current approaches.


Subject(s)
Models, Statistical , Psycholinguistics/methods , Psycholinguistics/statistics & numerical data , Humans , Phonetics , Vocabulary
19.
J Neuroimmunol ; 170(1-2): 71-84, 2005 Dec 30.
Article in English | MEDLINE | ID: mdl-16198426

ABSTRACT

Research in multiple sclerosis often employs animal models of the disease, especially experimental autoimmune encephalomyelitis (EAE) in rodents. The statistical analysis procedures chosen for these studies are often suboptimal, either because of violations of the assumptions of the procedure or because the analysis selected is inappropriate for the research question. In this paper, we discuss the types of research questions frequently asked in EAE studies and suggest appropriate and useful research designs and statistical methods that will optimize the information contained within the data. We also discuss other troublesome issues such as missing data, atypical disease profiles, and power analysis.


Subject(s)
Biomedical Research , Data Interpretation, Statistical , Encephalomyelitis, Autoimmune, Experimental , Animals , Research Design , Statistics as Topic/methods
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