Challenge of missing data in observational studies: investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis

Stylianos Georgiadis; Marion Pons; Simon Rasmussen; Merete Lund Hetland; Louise Linde; Daniela di Giuseppe; Brigitte Michelsen; Johan K. Wallman; Tor Olofsson; Jakub Zavada; Bente Glintborg; Anne G. Loft; Catalin Codreanu; Daniel Melim; Diogo Almeida; Sella Aarrestad Provan; Tore K. Kvien; Vappu Rantalaiho; Ritva Peltomaa; Bjorn Gudbjornsson; Olafur Palsson; Ovidiu Rotariu; Ross MacDonald; Ziga Rotar; Katja Perdan Pirkmajer; Karin Lass; Florenzo Iannone; Adrian Ciurea; Mikkel Østergaard; L. M. Ørnbjerg

doi:10.1136/rmdopen-2024-004844

Challenge of missing data in observational studies: investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis

Stylianos Georgiadis
, Marion Pons
, Simon Rasmussen
, Merete Lund Hetland
, Louise Linde
, Daniela di Giuseppe
, Brigitte Michelsen
, Johan K. Wallman
, Tor Olofsson
, Jakub Zavada
, Bente Glintborg
, Anne G. Loft
, Catalin Codreanu
, Daniel Melim
, Diogo Almeida
, Sella Aarrestad Provan
, Tore K. Kvien
, Vappu Rantalaiho
, Ritva Peltomaa
, Bjorn Gudbjornsson

Olafur Palsson, Ovidiu Rotariu, Ross MacDonald, Ziga Rotar, Katja Perdan Pirkmajer, Karin Lass, Florenzo Iannone, Adrian Ciurea, Mikkel Østergaard, L. M. Ørnbjerg

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Originalspråk	engelska
Artikelnummer	e004844
Tidskrift	RMD open
Volym	11
Nummer	1
Antal sidor	14
ISSN	2056-5933
DOI	https://doi.org/10.1136/rmdopen-2024-004844
Status	Publicerad - 1 feb. 2025
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Bibliografisk information

Publisher Copyright:
© Author(s) (or their employer(s)) 2025.

Vetenskapsgrenar

3121 Allmänmedicin, inre medicin och annan klinisk medicin

Åtkomst av dokument

10.1136/rmdopen-2024-004844

e004844.fullSlutlig publicerad version, 1,46 MBLicens: CC BY-NC

Citera det här

Georgiadis, S., Pons, M., Rasmussen, S., Hetland, M. L., Linde, L., di Giuseppe, D., Michelsen, B., Wallman, J. K., Olofsson, T., Zavada, J., Glintborg, B., Loft, A. G., Codreanu, C., Melim, D., Almeida, D., Provan, S. A., Kvien, T. K., Rantalaiho, V., Peltomaa, R., ... Ørnbjerg, L. M. (2025). Challenge of missing data in observational studies: investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis. RMD open, 11(1), Artikel e004844. https://doi.org/10.1136/rmdopen-2024-004844

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title = "Challenge of missing data in observational studies: investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis",

keywords = "Axial Spondyloarthritis, Epidemiology, Interleukin-17, Tumour Necrosis Factor Inhibitors, 3121 General medicine, internal medicine and other clinical medicine",

author = "Stylianos Georgiadis and Marion Pons and Simon Rasmussen and Hetland, \{Merete Lund\} and Louise Linde and \{di Giuseppe\}, Daniela and Brigitte Michelsen and Wallman, \{Johan K.\} and Tor Olofsson and Jakub Zavada and Bente Glintborg and Loft, \{Anne G.\} and Catalin Codreanu and Daniel Melim and Diogo Almeida and Provan, \{Sella Aarrestad\} and Kvien, \{Tore K.\} and Vappu Rantalaiho and Ritva Peltomaa and Bjorn Gudbjornsson and Olafur Palsson and Ovidiu Rotariu and Ross MacDonald and Ziga Rotar and Pirkmajer, \{Katja Perdan\} and Karin Lass and Florenzo Iannone and Adrian Ciurea and Mikkel {\O}stergaard and {\O}rnbjerg, \{L. M.\}",

note = "Publisher Copyright: {\textcopyright} Author(s) (or their employer(s)) 2025.",

year = "2025",

month = feb,

day = "1",

doi = "10.1136/rmdopen-2024-004844",

language = "English",

volume = "11",

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issn = "2056-5933",

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Georgiadis, S, Pons, M, Rasmussen, S, Hetland, ML, Linde, L, di Giuseppe, D, Michelsen, B, Wallman, JK, Olofsson, T, Zavada, J, Glintborg, B, Loft, AG, Codreanu, C, Melim, D, Almeida, D, Provan, SA, Kvien, TK, Rantalaiho, V, Peltomaa, R, Gudbjornsson, B, Palsson, O, Rotariu, O, MacDonald, R, Rotar, Z, Pirkmajer, KP, Lass, K, Iannone, F, Ciurea, A, Østergaard, M & Ørnbjerg, LM 2025, 'Challenge of missing data in observational studies: investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis', RMD open, vol. 11, nr. 1, e004844. https://doi.org/10.1136/rmdopen-2024-004844

TY - JOUR

T1 - Challenge of missing data in observational studies

T2 - investigating cross-sectional imputation methods for assessing disease activity in axial spondyloarthritis

AU - Georgiadis, Stylianos

AU - Pons, Marion

AU - Rasmussen, Simon

AU - Hetland, Merete Lund

AU - Linde, Louise

AU - di Giuseppe, Daniela

AU - Michelsen, Brigitte

AU - Wallman, Johan K.

AU - Olofsson, Tor

AU - Zavada, Jakub

AU - Glintborg, Bente

AU - Loft, Anne G.

AU - Codreanu, Catalin

AU - Melim, Daniel

AU - Almeida, Diogo

AU - Provan, Sella Aarrestad

AU - Kvien, Tore K.

AU - Rantalaiho, Vappu

AU - Peltomaa, Ritva

AU - Gudbjornsson, Bjorn

AU - Palsson, Olafur

AU - Rotariu, Ovidiu

AU - MacDonald, Ross

AU - Rotar, Ziga

AU - Pirkmajer, Katja Perdan

AU - Lass, Karin

AU - Iannone, Florenzo

AU - Ciurea, Adrian

AU - Østergaard, Mikkel

AU - Ørnbjerg, L. M.

PY - 2025/2/1

Y1 - 2025/2/1

KW - Axial Spondyloarthritis

KW - Epidemiology

KW - Interleukin-17

KW - Tumour Necrosis Factor Inhibitors

KW - 3121 General medicine, internal medicine and other clinical medicine

U2 - 10.1136/rmdopen-2024-004844

DO - 10.1136/rmdopen-2024-004844

M3 - Article

AN - SCOPUS:85218791081

SN - 2056-5933

VL - 11

JO - RMD open

JF - RMD open

IS - 1

M1 - e004844

ER -