PRO analyse
I tillegg til de sentrale anbefalingene om analyse av PRO data som du finner under PRO i kliniske studier finner du her annen nyttig litteratur om relevante tema innen statistisk analyse av PRO data.
Generell innføring i statistiske metoder i klinisk og epidemiologisk forskning: «Medical statistics» av Veierød et al.(eds.).
http://www.gyldendal.no/Faglitteratur/Medisin/Laereboeker/Medical-statistics
Generell innføring i livskvalitetsforskning:
“Quality of Life: The Assessment, Analysis and Interpretation of Patient-reported Outcomes” av Fayers & Machin
http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1118699459.html
«Missing data»:
Mainzer R, Apajee J, Nguyen CD, Carlin JB, Lee KJ. Stat Med. 2021 Sep 20;40(21):4660-4674. doi: 10.1002/sim.9088. Epub 2021 Jun 8. PMID: 34102709.
Rombach, I., Gray, A.M., Jenkinson, C. et al. BMC Med Res Methodol 18, 87 (2018). https://doi.org/10.1186/s12874-018-0542-6
Multiple imputation as a flexible tool for missing data handling in clinical research.
Enders CK. Behav Res Ther. 2017;98:4-18. doi: 10.1016/j.brat.2016.11.008. PMID: 27890222
Missing data: an introductory conceptual overview for the novice researcher.
El-Masri MM, Fox-Wasylyshyn SM. Can J Nurs Res. 2005;37(4):156-71. PMID: 16541824
Handling missing data in self-report measures.
Fox-Wasylyshyn SM, El-Masri MM. Res Nurs Health. 2005;28(6):488-95. PMID: 16287052
The current practice of handling and reporting missing outcome data in eight widely used PROMs in RCT publications: a review of the current literature.
Rombach I, Rivero-Arias O, Gray AM, Jenkinson C, Burke Ó. Qual Life Res. 2016;25(7):1613-23. doi: 10.1007/s11136-015-1206-1. PMID: 26821918
Cancer survivors not participating in observational patient-reported outcome studies have a lower survival compared to participants: the population-based PROFILES registry.
Qual Life Res. 2018; 27(12):3313-3324. doi: 10.1007/s11136-018-1979-0
Bell ML, Horton NJ, Dhillon HM, Bray VJ, Vardy J. Psychooncology. 2018 Sep;27(9):2125-2131. doi: 10.1002/pon.4777. Epub 2018 Jun 8. PMID: 29802657.
«Item Response Theory»:
An introduction to item response theory for patient-reported outcome measurement.
Nguyen TH, Han HR, Kim MT, Chan KS. Patient. 2014;7(1):23-35. doi: 10.1007/s40271-013-0041-0. PMID: 24403095
Item response theory and its applications to patient-reported outcomes measurement.
Chang CH, Reeve BB. Eval Health Prof. 2005;28(3):264-82. PMID: 16123257
An Introduction to Item Response Theory Using the Need for Cognition Scale. Edwards MC. Social and Personality Psychology Compass. 2009;3(4):507–529. (not indexed in PubMed)
http://onlinelibrary.wiley.com/wol1/doi/10.1111/j.1751-9004.2009.00194.x/full
«Flooring and Ceiling Effects »:
A comparison of methods for analyzing health-related quality-of-life measures.
Austin PC. Value Health. 2002;5(4):329-37. PMID: 12102695
Modeling Outcomes With Floor or Ceiling Effects: An Introduction to the Tobit Model. Matthew McBee. Gifted Child Quarterly. 2010;54(4). (not indexed in PubMed)
http://journals.sagepub.com/doi/abs/10.1177/0016986210379095
Norske artikler om PRO analyse:
Når målingen går i taket https://tidsskriftet.no/2019/02/medisin-og-tall/nar-malingen-gar-i-taket
Pripp, H. Tidsskr Nor Legeforen 2019 doi: 10.4045/tidsskr.18.0880
Hvordan oppsummere ordinale data? https://tidsskriftet.no/2020/08/medisin-og-tall/hvordan-oppsummere-ordinale-data
Lydersen, S. Tidsskr Nor Legeforen 2020 doi: 10.4045/tidsskr.20.0033
Intraklassekorrelasjon https://tidsskriftet.no/2022/07/medisin-og-tall/intraklassekorrelasjon
Lydersen, S. Tidsskr Nor Legeforen 2022 doi: 10.4045/tidsskr.22.0041
Indre konsistens: fra alfa til omega? https://tidsskriftet.no/2022/08/medisin-og-tall/indre-konsistens-fra-alfa-til-omega
Stensen, K., Lydersen, S. Tidsskr Nor Legeforen 2022 doi: 10.4045/tidsskr.22.0112