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Tesio L, Caronni A, Simone A, Kumbhare D, Scarano S. Interpreting results from Rasch analysis 2. Advanced model applications and the data-model fit assessment. Disabil Rehabil 2024; 46:604-617. [PMID: 36744832 DOI: 10.1080/09638288.2023.2169772] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 01/10/2023] [Indexed: 02/07/2023]
Abstract
Purpose: The present paper presents developments and advanced practical applications of Rasch's theory and statistical analysis to construct questionnaires for measuring a person's traits. The flaws of questionnaires providing raw scores are well known. Scores only approximate objective, linear measures. The Rasch Analysis allows you to turn raw scores into measures with an error estimate, satisfying fundamental measurement axioms (e.g., unidimensionality, linearity, generalizability). A previous companion article illustrated the most frequent graphic and numeric representations of results obtained through Rasch Analysis. A more advanced description of the method is presented here.Conclusions: Measures obtained through Rasch Analysis may foster the advancement of the scientific assessment of behaviours, perceptions, skills, attitudes, and knowledge so frequently faced in Physical and Rehabilitation Medicine, not less than in social and educational sciences. Furthermore, suggestions are given on interpreting and managing the inevitable discrepancies between observed scores and ideal measures (data-model "misfit"). Finally, twelve practical take-home messages for appraising published results are provided.Implications for rehabilitationThe current work is the second of two papers addressed to rehabilitation clinicians looking for an in-depth introduction to the Rasch analysis.The first paper illustrates the most common results reported in published papers presenting the Rasch analysis of questionnaires.The present article illustrates more advanced applications of the Rasch analysis, also frequently found in publications.Twelve take-home messages are given for a critical appraisal of the results.
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Affiliation(s)
- Luigi Tesio
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
- IRCCS, Istituto Auxologico Italiano, Department of Neurorehabilitation Sciences, Ospedale San Luca, Milan, Italy
| | - Antonio Caronni
- IRCCS, Istituto Auxologico Italiano, Department of Neurorehabilitation Sciences, Ospedale San Luca, Milan, Italy
| | - Anna Simone
- IRCCS, Istituto Auxologico Italiano, Department of Neurorehabilitation Sciences, Ospedale San Luca, Milan, Italy
| | - Dinesh Kumbhare
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Pain Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Stefano Scarano
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
- IRCCS, Istituto Auxologico Italiano, Department of Neurorehabilitation Sciences, Ospedale San Luca, Milan, Italy
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Prior SJ, Heath A, Reeves NS, Campbell SJ, Maxwell H, Bramble M, Marlow A, Doherty D. Determining readiness for a reablement approach to care in Australia: Development of a pre-employment questionnaire. HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:498-508. [PMID: 32877000 DOI: 10.1111/hsc.13150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 06/25/2020] [Accepted: 08/06/2020] [Indexed: 06/11/2023]
Abstract
Reablement is described as a goal directed intervention with a view to maintain or improve the independence of clients through "doing with, rather than doing for". As a relatively new concept in care, lack of specific skills in reablement is not uncommon, however, intrinsic values aligned with reablement are beneficial to organisations providing care and support to clients. The aim of this study is to develop a pre-employment questionnaire to assess readiness for a reablement approach to care as a step towards developing a reablement culture across organisations. A questionnaire based on activities of daily living (ADL), developed by the research team in consultation with a local community-based care organisation, was completed by 166 staff members at a community-based care organisation in Tasmania across several timepoints during and following reablement education sessions in 2018. The scores from these questionnaires were utilised to develop a questionnaire appropriate for determining readiness for reablement prior to employment within the organisation. Over a period of twelve months, a total of 407 Reablement Readiness Questionnaires were submitted by staff, indicating high levels of willingness to engage in reablement prior to and following the education sessions. Exploratory factor analyses were performed, and the construct validity and internal consistency of the emerging factors were assessed. An exploratory factor analysis indicated that ADL, in relation to reablement, consist of three dimensions-Lifestyle, My body and Connecting. The corresponding questions were subsequently built into an online questionnaire for pre-employment use. This questionnaire also has potential benefit in recruitment of staff to other community service organisations, to ascertain their readiness for reablement prior to beginning a variety of different roles within client care and support.
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Affiliation(s)
- Sarah J Prior
- Tasmanian School of Medicine, University of Tasmania, Burnie, Tasmania, Australia
| | - Anne Heath
- University College, University of Tasmania, Burnie, Tasmania, Australia
| | - Nicole S Reeves
- Tasmanian School of Medicine, University of Tasmania, Burnie, Tasmania, Australia
| | - Steven J Campbell
- School of Nursing, University of Tasmania, Newnham, Tasmania, Australia
| | - Hazel Maxwell
- School of Health Sciences, University of Tasmania, Sydney, New South Wales, Australia
| | - Marguerite Bramble
- School of Nursing, Midwifery and Indigenous Health, Charles Sturt University, Bathurst, New South Wales, Australia
| | - Annette Marlow
- School of Nursing, University of Tasmania, Newnham, Tasmania, Australia
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Sabel M, Sjölund A, Broeren J, Arvidsson D, Saury JM, Gillenstrand J, Emanuelson I, Blomgren K, Lannering B. Effects of physically active video gaming on cognition and activities of daily living in childhood brain tumor survivors: a randomized pilot study. Neurooncol Pract 2016; 4:98-110. [PMID: 31385977 DOI: 10.1093/nop/npw020] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Background Physical activity can enhance cognitive functions in both animals and humans. We hypothesized that physically active video gaming could: i) improve cognitive functions and ii) improve the execution of activities of daily living among survivors of childhood brain tumors. Methods Children 7 to 17 years old who completed treatment, including radiotherapy, for a brain tumor 1 to 5 years earlier were randomized to either intervention or waiting list. After 10 to 12 weeks the groups crossed over. The intervention consisted of active video gaming, using a motion-controlled video console (Nintendo Wii), for a minimum of 30 minutes a day, 5 days a week and weekly Internet-based coaching sessions. Evaluations before and after each period included tests of the execution of activities of daily living, using the Assessment of Motor and Process Skills (AMPS) and cognitive tests. Test scores before and after the intervention were compared. A parallel group comparison was performed as a sensitivity analysis. Results All 13 children enrolled completed the program. Compared to baseline, the motor (P= .012) and process (P=.002) parts of AMPS improved significantly after active video gaming. In the parallel group analysis the improvement in the process part of AMPS remained statistically significant (P= .029), but not the change in AMPS motor score (P= .059). No significant change was found in cognitive tests although there were trends for improvement in sustained attention (P = .090) and selective attention (P = .078). Conclusion In this pilot study, active video gaming used as a home-based intervention for childhood brain tumor survivors improved motor and process skills in activities of daily living.
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Affiliation(s)
- Magnus Sabel
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Anette Sjölund
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Jürgen Broeren
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Daniel Arvidsson
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Jean-Michel Saury
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Jonas Gillenstrand
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Ingrid Emanuelson
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Klas Blomgren
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
| | - Birgitta Lannering
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden (M.S., K.B., I.E., B.L.); Queen Silvia Children's Hospital, Sahlgrenska University hospital, S-416 85 Gothenburg, Sweden (M.S., A.S., J.G., K.B., B.L.); Centre for Brain Repair and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden (J.B., K.B.); Department of Translational Medicine, Lund University, Sweden (D.A.); Department of Clinical Sciences, Karolinska Institutet, and Danderyd University Hospital, Stockholm, Sweden (J.-M.S.); Department of Psychology, Faculty of Social Science, University of Gothenburg, Sweden (J.G.); Department of Women's and Children's Health, Karolinska Institutet, and Department of Pediatric Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden (K.B.)
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