Multidimensional computerised adaptive testing of the EORTC QLQ-C30: basic developments and evaluations

M. A. A. Peterson, M. Groenvold, N. Aaronson, Peter Fayers, M. A. Sprangers, J. Bjorner, European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group

Research output: Contribution to journalArticle

40 Citations (Scopus)

Abstract

Objective: Self-report questionnaires are widely used to measure health-related quality of life (HRQOL). Ideally, such questionnaires should be adapted to the individual patient and at the same time scores should be directly comparable across patients. This may be achieved using computerized adaptive testing (CAT). Usually, CAT is carried out for a single domain at a time. However, many HRQOL domains are highly correlated. Multidimensional CAT may utilize these correlations to improve measurement efficiency. We investigated the possible advantages and difficulties of multidimensional CAT. Study design and setting: We evaluated multidimensional CAT of three scales from the EORTC QLQ-C30: the physical functioning, emotional functioning, and fatigue scales. Analyses utilised a database with 2958 European cancer patients.Results: It was possible to obtain scores for the three domains with five to seven items administered using multidimensional CAT that were very close to the scores obtained using all 12 items and with no or little loss of measurement precision.Conclusion: The findings suggest that multidimensional CAT may significantly improve measurement precision and efficiency and encourage further research into multidimensional CAT. Particularly, the estimation of the model underlying the multidimensional CAT and the conceptual aspects need further investigations.

Original languageEnglish
Pages (from-to)315-329
Number of pages14
JournalQuality of Life Research
Volume15
DOIs
Publication statusPublished - 2006

Keywords

  • EORTC QLQ-C30
  • measurement
  • multidimensional CAT
  • multidimensional IRT
  • quality of life
  • ITEM RESPONSE THEORY
  • HEADACHE IMPACT
  • ABILITY
  • EQUIVALENCE
  • SCALE
  • CARE

Cite this

Peterson, M. A. A., Groenvold, M., Aaronson, N., Fayers, P., Sprangers, M. A., Bjorner, J., & European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group (2006). Multidimensional computerised adaptive testing of the EORTC QLQ-C30: basic developments and evaluations. Quality of Life Research, 15, 315-329. https://doi.org/10.1007/s11136-005-3214-z

Multidimensional computerised adaptive testing of the EORTC QLQ-C30: basic developments and evaluations. / Peterson, M. A. A.; Groenvold, M.; Aaronson, N.; Fayers, Peter; Sprangers, M. A.; Bjorner, J.; European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group.

In: Quality of Life Research, Vol. 15, 2006, p. 315-329.

Research output: Contribution to journalArticle

Peterson, MAA, Groenvold, M, Aaronson, N, Fayers, P, Sprangers, MA, Bjorner, J & European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group 2006, 'Multidimensional computerised adaptive testing of the EORTC QLQ-C30: basic developments and evaluations', Quality of Life Research, vol. 15, pp. 315-329. https://doi.org/10.1007/s11136-005-3214-z
Peterson, M. A. A. ; Groenvold, M. ; Aaronson, N. ; Fayers, Peter ; Sprangers, M. A. ; Bjorner, J. ; European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group. / Multidimensional computerised adaptive testing of the EORTC QLQ-C30: basic developments and evaluations. In: Quality of Life Research. 2006 ; Vol. 15. pp. 315-329.
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