ArticleQuality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation2011
Response shift in patients with multiple sclerosis: an application of three statistical techniques.
Article in Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03510117 (Creating and Optimizing Mindfulness Measures to Enhance and Normalize Clinical Evaluation), which is not on this map. Cited by 23 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Creating and Optimizing Mindfulness Measures to Enhance and Normalize Clinical Evaluation (COMMENCE)
Who cites it
23 citing papers in PubMed.
- Using the random forest method to detect a response shift in the quality of life of multiple sclerosis patients: a cohort study.BMC medical research methodology · 2013Trial
- Implications of response shift for micro-, meso-, and macro-level healthcare decision-making using results of patient-reported outcome measures.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Article
- Critical examination of current response shift methods and proposal for advancing new methods.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Article
- Response shift in results of patient-reported outcome measures: a commentary to The Response Shift-in Sync Working Group initiative.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Article
- Response-shift effects in neuromyelitis optica spectrum disorder: a secondary analysis of clinical trial data.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Article
- How peoples' ratings of dental implant treatment change over time?Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2020Article
- Patterns of Caregiver Factors Predicting Participation in Trauma-Focused Cognitive Behavioral Therapy.Journal of child & adolescent trauma · 2019Article
- Smokers with MS have greater decrements in quality of life and disability than non-smokers.Multiple sclerosis (Houndmills, Basingstoke, England) · 2017Article
- Using classification and regression tree modelling to investigate response shift patterns in dentine hypersensitivity.BMC medical research methodology · 2017Article
- Changes in quality of life from a homelessness intervention: true change, response shift, or random variation.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2017Article
- Appraisal assessment in patient-reported outcome research: methods for uncovering the personal context and meaning of quality of life.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2017Review
- Response shift and disease activity in inflammatory bowel disease.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2016Article
- An item-level response shift study on the change of health state with the rating of asthma-specific quality of life: a report from the PROMIS(®) Pediatric Asthma Study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2016Article
- Method variation in the impact of missing data on response shift detection.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2015Article
- Minimal evidence of response shift in the absence of a catalyst.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2014Article
- Guidelines for secondary analysis in search of response shift.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2013Article
- Detecting When "Quality of Life" Has Been "Enhanced": Estimating Change in Quality of Life Ratings.Open journal of philosophy · 2013Article
- Responsiveness of the Multiple Sclerosis International Quality of Life questionnaire to disability change: a longitudinal study.Health and quality of life outcomes · 2013Observational
- Measuring the quality of life in patients with multiple sclerosis in clinical practice: a necessary challenge.Multiple sclerosis international · 2013Article
- Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
objectiveWith the evolution of theory and methods for detecting recalibration, reprioritization, and reconceptualization response shifts, the time has come to evaluate and compare the current statistical detection techniques. This manuscript presents an overview of a cross-method validation done on the same patient sample.
methodsThree statistical techniques were used: Structural Equation Modeling, Latent Trajectory Analysis, and Recursive Partitioning and Regression Tree modeling. The study sample (n = 3,008) was drawn from the North American Research Committee on Multiple Sclerosis (NARCOMS) Registry to represent patients soon after diagnosis, classified as having either a self-reported relapsing, progressive, or stable disease trajectory. Patient-reported outcomes included the disease-specific Performance Scales and the Patient-Derived Disease Steps, and the generic SF-12v2 measure.
resultsSmall response shift effect sizes were detected by all of the methods. Recalibration response shift was detected by Structural Equation Modeling, Recursive Partitioning Regression Tree demonstrated patterns consistent with all three types of response shift, and Latent Trajectory Analysis, although unable to distinguish types of response shift, did detect response shift in less than 1% of the sample.
conclusionThe methods and their findings were discussed for operationalization, interpretability, assumptions, ability to use all data points from the study sample, limitations, and strengths. Directions for future research are discussed.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.