Using Rasch rating scale model to reassess the psychometric properties of the Persian version of the PedsQLTM 4.0 Generic Core Scales in school children
Tóm tắt
Item response theory (IRT) is extensively used to develop adaptive instruments of health-related quality of life (HRQoL). However, each IRT model has its own function to estimate item and category parameters, and hence different results may be found using the same response categories with different IRT models. The present study used the Rasch rating scale model (RSM) to examine and reassess the psychometric properties of the Persian version of the PedsQLTM 4.0 Generic Core Scales. The PedsQLTM 4.0 Generic Core Scales was completed by 938 Iranian school children and their parents. Convergent, discriminant and construct validity of the instrument were assessed by classical test theory (CTT). The RSM was applied to investigate person and item reliability, item statistics and ordering of response categories. The CTT method showed that the scaling success rate for convergent and discriminant validity were 100% in all domains with the exception of physical health in the child self-report. Moreover, confirmatory factor analysis supported a four-factor model similar to its original version. The RSM showed that 22 out of 23 items had acceptable infit and outfit statistics (<1.4, >0.6), person reliabilities were low, item reliabilities were high, and item difficulty ranged from -1.01 to 0.71 and -0.68 to 0.43 for child self-report and parent proxy-report, respectively. Also the RSM showed that successive response categories for all items were not located in the expected order. This study revealed that, in all domains, the five response categories did not perform adequately. It is not known whether this problem is a function of the meaning of the response choices in the Persian language or an artifact of a mostly healthy population that did not use the full range of the response categories. The response categories should be evaluated in further validation studies, especially in large samples of chronically ill patients.
Tài liệu tham khảo
Goetz C, Ecosse E, Rat AC, Pouchot J, Coste J, Guillemin F: Measurement properties of the osteoarthritis of knee and hip quality of life OAKHQOL questionnaire: an item response theory analysis. Rheumatology 2011, 50(3):500–505. 10.1093/rheumatology/keq357
Fayers PM, Machin D: Quality of life: The assessment, analysis and interpretation of patient-reported outcomes. 2nd edition. Chichester: John Wiley; 2007.
Tractenberg RE: Classical and modern measurement theories, patient reports, and clinical outcomes. Contemp Clin Trials 2010, 31(1):1–3.
DeMars C: Item response theory. New York: Oxford; 2010.
Embretson SE, Reise SP: Item Response Theory for Psychologists. New Jersey: Lawrence Erlbaum Associates; 2000.
Laurens KR, Hobbs MJ, Sunderland M, Green MJ, Mould GL: Psychotic-like experiences in a community sample of 8000 children aged 9 to 11 years: an item response theory analysis. Psychol Med 2011, 17: 1–10.
Varni JW, Thissen D, Stucky BD, Liu Y, Gorder H, Irwin DE, Dewitt EM, Lai JS, Amtmann D, Dewalt DA: PROMIS(®) Parent Proxy Report Scales: an item response theory analysis of the parent proxy report item banks. Qual Life Res 2011, in press.
Lai JS, Butt Z, Zelko F, Cella D, Krull KR, Kieran MW, Goldman S: Development of a parent-report cognitive function item bank using item response theory and exploration of its clinical utility in computerized adaptive testing. J Pediatr Psychol 2011, 36(7):766–779. 10.1093/jpepsy/jsr005
DeWitt EM, Stucky BD, Thissen D, Irwin DE, Langer M, Varni JW, Lai JS, Yeatts KB, Dewalt DA: Construction of the eight-item patient-reported outcomes measurement information system pediatric physical function scales: built using item response theory. J Clin Epidemiol 2011, 64(7):794–804. 10.1016/j.jclinepi.2010.10.012
Purpura DJ, Wilson SB, Lonigan CJ: Attention-deficit/hyperactivity disorder symptoms in preschool children: examining psychometric properties using item response theory. Psychol Assess 2010, 22(3):546–58.
Varni JW, Stucky BD, Thissen D, Dewitt EM, Irwin DE, Lai JS, Yeatts K, Dewalt DA: PROMIS Pediatric Pain Interference Scale: an item response theory analysis of the pediatric pain item bank. J Pain 2010, 11(11):1109–1119. 10.1016/j.jpain.2010.02.005
Zaidman-Zait A, Mirenda P, Zumbo BD, Wellington S, Dua V, Kalynchuk K: An item response theory analysis of the Parenting Stress Index-Short Form with parents of children with autism spectrum disorders. J Child Psychol Psychiatry 2010, 51(11):1269–1277. 10.1111/j.1469-7610.2010.02266.x
Egberink IJ, Meijer RR: An item response theory analysis of Harter's Self-Perception Profile for children or why strong clinical scales should be distrusted. Assessment 2011, 8(2):201–212.
Irwin DE, Stucky B, Langer MM, Thissen D, Dewitt EM, Lai JS, Varni JW, Yeatts K, DeWalt DA: An item response analysis of the pediatric PROMIS anxiety and depressive symptoms scales. Qual Life Res 2010, 19(4):595–607. 10.1007/s11136-010-9619-3
McCarthy DM, Pedersen SL, D'Amico EJ: Analysis of item response and differential item functioning of alcohol expectancies in middle school youths. Psychol Assess 2009, 21(3):444–449.
Gelhorn H, Hartman C, Sakai J, Mikulich-Gilbertson S, Stallings M, Young S, Rhee S, Corley R, Hewitt J, Hopfer C, Crowley T: An item response theory analysis of DSM-IV conduct disorder. J Am Acad Child Adolesc Psychiatry 2009, 48(1):42–50. 10.1097/CHI.0b013e31818b1c4e
Stevanović D, Lakić A, Damnjanović M: Some psychometric properties of the Pediatric Quality of Life InventoryTMVersion 4.0 Generic Core Scales (PedsQL(TM)) in the general Serbian population. Qual Life Res 2011, 20(6):945–949. 10.1007/s11136-010-9833-z
Hao Y, Tian Q, Lu Y, Chai Y, Rao S: Psychometric properties of the Chinese version of the Pediatric Quality of Life Inventory 4.0 Generic Core Scales. Qual Life Res 2010, 19(8):1229–1233. 10.1007/s11136-010-9672-y
Chen YM, He LP, Mai JC, Hao YT, Xiong LH, Chen WQ, Wu JN: Validity and reliability of Pediatric Quality of Life Inventory Version 4.0 Generic Core Scales in Chinese children and adolescents. Zhonghua Liu Xing Bing Xue Za Zhi 2008, 29(6):560–563.
Kobayashi K, Kamibeppu K: Measuring quality of life in Japanese children: development of the Japanese version of PedsQL. Pediatr Int 2010, 52(1):80–89. 10.1111/j.1442-200X.2009.02889.x
Petersen S, Hägglöf B, Stenlund H, Bergström E: Psychometric properties of the Swedish PedsQL, Pediatric Quality of Life Inventory 4.0 Generic Core Scales. Acta Paediatr 2009, 98(9):1504–1512. 10.1111/j.1651-2227.2009.01360.x
Gkoltsiou K, Dimitrakaki C, Tzavara C, Papaevangelou V, Varni JW, Tountas Y: Measuring health-related quality of life in Greek children: psychometric properties of the Greek version of the Pediatric Quality of Life Inventory(TM) 4.0 Generic Core Scales. Qual Life Res 2008, 17(2):299–305. 10.1007/s11136-007-9294-1
Kook SH, Varni JW: Validation of the Korean version of the pediatric quality of life inventory 4.0 (PedsQL) generic core scales in school children and adolescents using the Rasch model. Health Qual Life Outcomes 2008, 6: 41. 10.1186/1477-7525-6-41
Hill CD, Edwards MC, Thissen D, Langer MM, Wirth RJ, Burwinkle TM, Varni JW: Practical issues in the application of item response theory: a demonstration using items from the pediatric quality of life inventory (PedsQL) 4.0 generic core scales. Med Care 2007, 45(5 Suppl 1):S39–47.
Langer MM, Hill CD, Thissen D, Burwinkle TM, Varni JW, DeWalt DA: Item response theory detected differential item functioning between healthy and ill children in quality-of-life measures. J Clin Epidemiol 2008, 61(3):268–276. 10.1016/j.jclinepi.2007.05.002
Amiri P, M Ardekani E, Jalali-Farahani S, Hosseinpanah F, Varni JW, Ghofranipour F, Montazeri A, Azizi F: Reliability and validity of the Iranian version of the Pediatric Quality of Life Inventory™ 4.0 Generic Core Scales in adolescents. Qual Life Res 2010, 19(10):1501–1508. 10.1007/s11136-010-9712-7
Jafari P, Ghanizadeh A, Akhondzadeh S, Mohammadi MR: Health-related quality of life of Iranian children with attention deficit/hyperactivity disorder. Qual Life Res 2011, 20(1):31–36. 10.1007/s11136-010-9722-5
Jafari P, Forouzandeh E, Bagheri Z, Karamizadeh Z, Shalileh K: Health related quality of life of Iranian children with type 1 diabetes: reliability and validity of the Persian version of the PedsQLTMGeneric Core Scales and Diabetes Module. Health Qual Life Outcomes 2011, 9: 104. 10.1186/1477-7525-9-104
Browne MW, Cudeck R: Alternative ways of assessing model fit. Sociol Methods Res 1992, 21: 230–258. 10.1177/0049124192021002005
Bentler PM: Comparative fit indices in structural equation models. Psychological Bulletin 1990, 107: 238–246.
Linacre JM: WINSTEPS® Rasch measurement computer program. Beaverton, Oregon: Winsteps.com; 2011.
Linacre JM: Investigating rating scale category utility. J Outcome Meas 1999, 3(2):103–122.
Linacre JM: Optimizing rating scale category effectiveness. J Appl Meas 2002, 3(1):85–106.
De Ayala RJ: The theory and practice of item response theory. New York: Guilford Press; 2009.
Gothwal VK, Wright TA, Lamoureux EL, Pesudovs K: Rasch analysis of the quality of life and vision function questionnaire. Optom Vis Sci 2009, 86(7):E836–844. 10.1097/OPX.0b013e3181ae1ec7
Stelmack J, Szlyk JP, Stelmack T, Babcock-Parziale J, Demers-Turco P, Williams RT, Massof RW: Use of Rasch person-item map in exploratory data analysis: A clinical perspective. J Rehabil Res 2004, 41(2):233–241. 10.1682/JRRD.2004.02.0233
Irwin DE, Stucky BD, Langer MM, Thissen D, Dewitt EM, Lai JS, Yeatts KB, Varni JW, Dewalt DA: PROMIS Pediatric Anger Scale: an item response theory analysis. Qual Life Res 2011, in press.
Thissen D, Varni JW, Stucky BD, Liu Y, Irwin DE, Dewalt DA: Using the PedsQL™ 3.0 asthma module to obtain scores comparable with those of the PROMIS pediatric asthma impact scale (PAIS). Qual Life Res 2011, 20(9):1497–1505. 10.1007/s11136-011-9874-y
Varni JW, Limbers CA, Sorensen LG, Neighbors K, Martz K, Bucuvalas JC, Alonso EM, Studies of Pediatric Liver Transplantation Functional Outcomes Group: PedsQL™ Cognitive Functioning Scale in pediatric liver transplant recipients: feasibility, reliability, and validity. Qual Life Res 2011, 20(6):913–921. 10.1007/s11136-010-9823-1
Yeatts KB, Stucky B, Thissen D, Irwin D, Varni JW, DeWitt EM, Lai JS, DeWalt DA: Construction of the Pediatric Asthma Impact Scale (PAIS) for the Patient-Reported Outcomes Measurement Information System (PROMIS). J Asthma 2010, 47(3):295–302. 10.3109/02770900903426997
Edelen MO, Reeve BB: Applying item response theory (IRT) modeling to questionnaire development, evaluation, and refinement. Qual Life Res 2007, 16: 5–18. 10.1007/s11136-007-9198-0
Demars CE: Recovery of Graded Response and Partial Credit Parameters in MULTILOG and PARSCALE. In Annual Meeting of the American Educational Research Association: 21–25 April 2003. Chicago;
Mislevy RJ, Stocking ML: A consumer's guide to LOGIST and BILOG. Appl Psychol Meas 1989, 13(1):57–75. 10.1177/014662168901300106
Yen WM: A comparison of the efficiency and accuracy of BILOG and LOGIST. Psychometrika 1987, 52(2):275–291. 10.1007/BF02294241
Jurich D, Goodman J: A Comparison of IRT Parameter Recovery in Mixed Format Examinations Using PARSCALE and ICL. In Annual meeting of Northeastern Educational Research Association: 21–23 October 2009. Rocky Hill;
Childs RA, Chen WH: Software Note: Obtaining comparable item parameters estimates in MULTILOG and PARSCALE for two polytomous IRT models. Appl Psychol Meas 1999, 21: 89–90.
Croudace T, Ploubidis G, Abbott R: Statistical software review: BILOG-MG, MULTILOG, PARSCALE and TESTFACT 4 programs on CD with single volume manual combining reference guide and users guide. Br J Math Stat Psychol 2005, 58: 193–195. 10.1348/000711005X37529
Ostini R, Nering ML: Polytomous item response theory models. London: Sage publication; 2006.
Maydeu-Olivares A, Kramp U, Garcia-Forero C, Gallardo-Pujol D, Coffman D: The effect of varying the number of response alternatives in rating scales: experimental evidence from intra-individual effects. Behav Res Methods 2009, 41(2):295–308. 10.3758/BRM.41.2.295
Adams R, Rosier M, Campbell D, Ruffin R: Assessment of an asthma quality of life scale using item-response theory. Respirology 2005, 10(5):587–593. 10.1111/j.1440-1843.2005.00754.x
Court H, Greenland K, Margrain TH: Measuring patient anxiety in primary care: Rasch analysis of the 6-item Spielberger State Anxiety Scale. Value Health 2010, 13(6):813–9. 10.1111/j.1524-4733.2010.00758.x
Erhart M, Ellert U, Kurth BM, Ravens-Sieberer U: Measuring adolescents' HRQoL via self reports and parent proxy reports: an evaluation of the psychometric properties of both versions of the KINDL-R instrument. Health Qual Life Outcomes 2009, 7: 77. 10.1186/1477-7525-7-77
Eiser C, Morse R: A review of measures of quality of life for children with chronic illness. Arch Dis Child 2001, 84: 205–211. 10.1136/adc.84.3.205
White-Koning M, Arnaud C, Dickinson HO, Thyen U, Beckung E, Fauconnier J, McManus V, Michelsen SI, Parkes J, Parkinson K, Schirripa G, Colver A: Determinants of Child-Parent Agreement in Quality-of-Life Reports: A European Study of Children With Cerebral Palsy. Pediatrics 2007, 120(4):e804-e814. 10.1542/peds.2006-3272
