Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model
Yıl: 2018 Cilt: 64 Sayı: 4 Sayfa Aralığı: 300 - 3007 Metin Dili: İngilizce DOI: 10.5606/tftrd.2018.2796 İndeks Tarihi: 08-07-2020
Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model
Öz: Objectives: This study aims to evaluate whether items in the Turkish version of the Nottingham Health Profile (NHP) function differentlyaccording to age, sex, and duration of pain using the Mixed Rasch Model (MRM).Patients and methods: The NHP data of patients with low back pain from a previous study was analyzed. To analyze differential itemfunctioning (DIF) within the items of the NHP, the MRM was used. Age, sex, and duration of pain were considered factors which could causeDIF. The most powerful factor to define latent classes derived from the MRM was estimated using the Rasch tree method.Results: The two-class mixture version of the nominal response model was identified as the best fitting model for the physical mobility, sleep,and social isolation sections. For the physical mobility dimension, some items showed DIF by age and for the social isolation dimension someitems showed DIF by sex. For the sleep dimension, latent classes were unable to be explained by age, sex, and duration of pain. Items in otherdimensions of the NHP were DIF-free and no items showed DIF according to age, sex, and duration of pain.Conclusion: The results of this study may shed light on explaining the different response behavior of patients on the items of the NHP. Ageand sex were found to be variables affecting item responses of NHP. Contrary to expectations, duration of pain did not cause DIF for anyitem. From the perspective of DIF, it can be concluded that NHP scale is a robust scale in terms of validity.
Anahtar Kelime: Konular:
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- Gutenbrunner C, Meyer T, Melvin J, Stucki G. Towards a conceptual description of Physical and Rehabilitation Medicine. J Rehabil Med 2011;43:760-4.
- Küçükdeveci AA, Tennant A, Grimby G, Franchignoni F. Strategies for assessment and outcome measurement in physical and rehabilitation medicine: an educational review. J Rehabil Med 2011;43:661-72.
- Hunt SM, McEwen J, McKenna SP. Measuring health status: a new tool for clinicians and epidemiologists. J R Coll Gen Pract 1985;35:185-8.
- European Group for Quality of Life Assessment and Health Measurement. European Guide to the Nottingham Health Profile. Brookwood, Surrey: Brookwood Medical Publications; 1993.
- Available from: http://www.galen-research.com/measuresdatabase/
- Kücükdeveci AA, McKenna SP, Kutlay S, Gürsel Y, Whalley D, Arasil T. The development and psychometric assessment of the Turkish version of the Nottingham Health Profile. Int J Rehabil Res 2000;23:31-8.
- Duruöz MT, Doward L, Turan Y, Cerrahoglu L, Yurtkuran M, Calis M, et al. Translation and validation of the Turkish version of the Ankylosing Spondylitis Quality of Life (ASQOL) questionnaire. Rheumatol Int 2013;33:2717-22.
- Kutlay S, Küçükdeveci AA, Elhan AH, Oztuna D, Koç N, Tennant A. Validation of the World Health Organization disability assessment schedule II (WHODAS-II) in patients with osteoarthritis. Rheumatol Int 2011;31:339-46.
- Kutlay S, Nergizoglu G, Kutlay S, Keven K, Erturk S, Ates K, et al. General or disease specific questionnaire? A comparative study in hemodialysis patients. Ren Fail 2003;25:95-103.
- Hagell P, Whalley D, McKenna SP, Lindvall O. Health status measurement in Parkinson’s disease: validity of the PDQ-39 and Nottingham Health Profile. Mov Disord 2003;18:773-83.
- Busija L, Pausenberger E, Haines TP, Haymes S, Buchbinder R, Osborne RH. Adult measures of general health and health-related quality of life: Medical Outcomes Study Short Form 36-Item (SF-36) and Short Form 12-Item (SF-12) Health Surveys, Nottingham Health Profile (NHP), Sickness Impact Profile (SIP), Medical Outcomes Study Short Form 6D (SF-6D), Health Utilities Index Mark 3 (HUI3), Quality of Well-Being Scale (QWB), and Assessment of Quality of Life (AQoL). Arthritis Care Res (Hoboken) 2011;63 Suppl 11:S383-412.
- Post MW, Gerritsen J, van Leusen ND, Paping MA, Prevo AJ. Adapting the Nottingham Health Profile for use in people with severe physical disabilities. Clin Rehabil 2001;15:103-10.
- Bechger TM, Maris G. A Statistical Test for Differential Item Pair Functioning. Psychometrika 2015;80:317-40.
- Tennant A, Conaghan PG. The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Rheum 2007;57:1358-62.
- Tennant A, Penta M, Tesio L, Grimby G, Thonnard JL, Slade A, et al. Assessing and adjusting for cross-cultural validity of impairment and activity limitation scales through differential item functioning within the framework of the Rasch model: the PRO-ESOR project. Med Care 2004;42(1 Suppl):I37-48.
- Elhan AH, Kutlay S, Küçükdeveci AA, Cotuk C, Oztürk G, Tesio L, et al. Psychometric properties of the Mini-Mental State Examination in patients with acquired brain injury in Turkey. J Rehabil Med 2005;37:306-11.
- Rost J. Rasch models in latent classes: an integration of two approaches to item analysis. Applied Psychological Measurement, 1990;14:271-82.
- Yüksel S. Ölçeklerde saptanan madde işlev farklılığının Karma Rasch modelleri ile incelenmesi [Tez]. Ankara: Ankara Üniversitesi Sağlık Bilimleri Enstitüsü Biyoistatistik Anabilim Dalı; 2012.
- Strobl C, Kopf J, Zeileis A. Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model. Psychometrika 2015;80:289-316.
- Elhan AH, Oztuna D, Kutlay S, Küçükdeveci AA, Tennant A. An initial application of computerized adaptive testing (CAT) for measuring disability in patients with low back pain. BMC Musculoskelet Disord 2008;9:166.
- Rasch G. Probabilistic models for some intelligence and attainment tests. Chicago: University of Chicago Press; 1960.
- Preinerstorfer D, Formann AK. Parameter recovery and model selection in Mixed Rasch Models. Br J Math Stat Psychol 2012;65:251-62.
- R: A language and environment for statistical computing. Vienna, Austria; 2008. Available from: https://cran.rproject.org/bin/windows/base/
- Von Davier M. WINMIRA 2001: Software and user manual. Available from: http://208.76.80.46/~svfklumu/wmira/ index.html
| APA | Yüksel S, ELHAN A, Gokmen D, Küçükdeveci A, KUTLAY Ş (2018). Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. , 300 - 3007. 10.5606/tftrd.2018.2796 |
| Chicago | Yüksel Selcen,ELHAN Atilla Halil,Gokmen Derya,Küçükdeveci Ayşe A.,KUTLAY Şehim Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. (2018): 300 - 3007. 10.5606/tftrd.2018.2796 |
| MLA | Yüksel Selcen,ELHAN Atilla Halil,Gokmen Derya,Küçükdeveci Ayşe A.,KUTLAY Şehim Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. , 2018, ss.300 - 3007. 10.5606/tftrd.2018.2796 |
| AMA | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. . 2018; 300 - 3007. 10.5606/tftrd.2018.2796 |
| Vancouver | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. . 2018; 300 - 3007. 10.5606/tftrd.2018.2796 |
| IEEE | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş "Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model." , ss.300 - 3007, 2018. 10.5606/tftrd.2018.2796 |
| ISNAD | Yüksel, Selcen vd. "Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model". (2018), 300-3007. https://doi.org/10.5606/tftrd.2018.2796 |
| APA | Yüksel S, ELHAN A, Gokmen D, Küçükdeveci A, KUTLAY Ş (2018). Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. Turkish Journal of Physical Medicine and Rehabilitation, 64(4), 300 - 3007. 10.5606/tftrd.2018.2796 |
| Chicago | Yüksel Selcen,ELHAN Atilla Halil,Gokmen Derya,Küçükdeveci Ayşe A.,KUTLAY Şehim Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. Turkish Journal of Physical Medicine and Rehabilitation 64, no.4 (2018): 300 - 3007. 10.5606/tftrd.2018.2796 |
| MLA | Yüksel Selcen,ELHAN Atilla Halil,Gokmen Derya,Küçükdeveci Ayşe A.,KUTLAY Şehim Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. Turkish Journal of Physical Medicine and Rehabilitation, vol.64, no.4, 2018, ss.300 - 3007. 10.5606/tftrd.2018.2796 |
| AMA | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. Turkish Journal of Physical Medicine and Rehabilitation. 2018; 64(4): 300 - 3007. 10.5606/tftrd.2018.2796 |
| Vancouver | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model. Turkish Journal of Physical Medicine and Rehabilitation. 2018; 64(4): 300 - 3007. 10.5606/tftrd.2018.2796 |
| IEEE | Yüksel S,ELHAN A,Gokmen D,Küçükdeveci A,KUTLAY Ş "Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model." Turkish Journal of Physical Medicine and Rehabilitation, 64, ss.300 - 3007, 2018. 10.5606/tftrd.2018.2796 |
| ISNAD | Yüksel, Selcen vd. "Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model". Turkish Journal of Physical Medicine and Rehabilitation 64/4 (2018), 300-3007. https://doi.org/10.5606/tftrd.2018.2796 |
