Objectives: To investigate factors associated with severe COVID-19 in people with psoriasis (PsO), psoriatic arthritis (PsA) and axial spondyloarthritis (axSpA)., Methods: Demographic data, clinical characteristics and COVID-19 outcome severity of adults with PsO, PsA and axSpA were obtained from two international physician-reported registries. A three-point ordinal COVID-19 severity scale was defined: no hospitalisation, hospitalisation (and no death) and death. ORs were estimated using multivariable ordinal logistic regression., Results: Of 5045 cases, 18.3% had PsO, 45.5% PsA and 36.3% axSpA. Most (83.6%) were not hospitalised, 14.6% were hospitalised and 1.8% died. Older age was non-linearly associated with COVID-19 severity. Male sex (OR 1.54, 95% CI 1.30 to 1.83), cardiovascular, respiratory, renal, metabolic and cancer comorbidities (ORs 1.25-2.89), moderate/high disease activity and/or glucocorticoid use (ORs 1.39-2.23, vs remission/low disease activity and no glucocorticoids) were associated with increased odds of severe COVID-19. Later pandemic time periods (ORs 0.42-0.52, vs until 15 June 2020), PsO (OR 0.49, 95% CI 0.37 to 0.65, vs PsA) and baseline exposure to TNFi, IL17i and IL-23i/IL-12+23i (OR 0.57, 95% CI 0.44 to 0.73; OR 0.62, 95% CI 0.45 to 0.87; OR 0.67, 95% CI 0.45 to 0.98; respectively; vs no disease-modifying antirheumatic drug) were associated with reduced odds of severe COVID-19., Conclusion: Older age, male sex, comorbidity burden, higher disease activity and glucocorticoid intake were associated with more severe COVID-19. Later pandemic time periods, PsO and exposure to TNFi, IL17i and IL-23i/IL-12+23i were associated with less severe COVID-19. These findings will enable risk stratification and inform management decisions for patients with PsO, PsA and axSpA during COVID-19 waves or similar future respiratory pandemics., Competing Interests: Competing interests: PMM has received honoraria from Abbvie, BMS, Celgene, Eli Lilly, Galapagos, Janssen, MSD, Novartis, Orphazyme, Pfizer, Roche and UCB, all unrelated to this manuscript, and is supported by the National Institute for Health Research (NIHR), University College London Hospitals (UCLH), Biomedical Research Centre (BRC). MS reports a joint, unconditional grant from a consortium of 14 companies supporting the German RABBIT register (AbbVie, Amgen, BMS, Fresenius Kabi, Galapagos, Hexal, Lilly, MSD, Pfizer, Roche, Samsung, Sanofi, Viatris and UCB). SKM reports departmental income from AbbVie, Almirall, Eli Lilly, Janssen-Cilag, Novartis, Sanofi, UCB, outside the submitted work. JL has nothing to disclose. LG reports personal consultant fees/honoraria/travelling support from AbbVie, Amgen, Bristol-Myers Squibb, Biogen, Celgene, Celltrion, Galapagos, Janssen, Lilly, MSD, Novartis, Pfizer, and UCB, and grants from Sandoz and UC, all unrelated to this manuscript. ND has nothing to disclose. AP has nothing to disclose. AS reports a joint, unconditional grant from a consortium of 14 companies supporting the German RABBIT register (AbbVie, Amgen, BMS, Fresenius Kabi, Galapagos, Hexal, Lilly, MSD, Pfizer, Roche, Samsung, Sanofi, Viatris and UCB) and personal fees from lectures for AbbVie, Amgen, Celltrion, MSD, Janssen, Lilly, Roche, BMS and Pfizer, all unrelated to this work. ACR reports a joint, unconditional grant from a consortium of 12 companies supporting the German RABBIT-SpA register (AbbVie, Amgen, Biogen, Celltrion, Hexal, Janssen-Cilag, Lilly, MSD, Novartis, Pfizer, Viatris and UCB) and personal fees from lectures for Novartis, Roche, and Pfizer, all unrelated to this work. BF has nothing to disclose. CGA has nothing to disclose. CGSS has nothing to disclose. CEMG reports grants and/or personal fees from AbbVie, Almirall, Amgen, Anaptysbio, BMS, Boehringer-Ingelheim, Evelo Bioscience, Inmagene, GSK, Janssen, Kyowa Kirin, LEO, Lilly, Novartis, ONO Pharmaceutical, Pfizer and UCB Pharma, outside the submitted work. CL has nothing to disclose. CM-R has nothing to disclose. DW has received personal speaker/consultant fees from AbbVie, BMS, MSD, Pfizer, Roche Chugai, Amgen, Nordic Pharma, UCB, Novartis, Janssen, Lilly, Sandoz, Grunenthal, Galapagos. DAR is Scientific Advisor for GSK, unrelated to this work. DW has nothing to disclose. EFM has received personal consultant fees from Boehringer Ingelheim Portugal, Lda; LPCDR received support for specific activities: grants from Abbvie, Novartis, Lilly Portugal, Amgen Biofarmacêutica, Grünenthal S.A., MSD, Medac and from A. Menarini Portugal-Farmacêutica, S.A.; grants and non-financial support from Pfizer, and non-financial support from Grünenthal GmbH, outside the submitted work. ES has nothing to disclose. ESR reports grants/contracts from Novartis, Pfizer, Amgen and Elea, honoraria from Amgen, Abbvie, BMS, Eli Lilly, Janssen, Novartis, Pfizer, Sandoz, and UCB, support for attending meetings from Abbvie, Pfizer, UCB, and Janssen, and participation on data safety monitoring board or advisory board from Abbvie, Janssen, Pfizer, Amgen, Sandoz and Novartis. FMR has nothing to disclose. FO has nothing to disclose. FRM has nothing to disclose. HS has nothing to disclose. JD has nothing to disclose. JNB reports grants and/or personal fees from AbbVie, Almirall, Amgen, Boehringer Ingelheim, Bristol-Meyers-Squibb, J&J, LEO Pharma, Lilly, Novartis, Pfizer, Samsung, Sun Pharma, and UCB, outside of the submitted work. JH has nothing to disclose. KLH has received non-personal speaker’s fees from Abbvie and grant income from BMS, UCB, and Pfizer, all unrelated to this manuscript, and is supported by the NIHR Manchester Biomedical Research Centre. LG has received consulting fees and/or research support from Abbvie, Acelyrin, Eli Lilly, Fresenius Kabi, Janssen, Novartis, Pfizer and UCB, all unrelated to this manuscript, and research support from UCB. LS has nothing to disclose. LJ has nothing to disclose. LC has not received fees or personal grants from any laboratory, but her institute works by contract for laboratories among other institutions, such as Abbvie Spain, Eisai, Gebro Pharma, Merck Sharp & Dohme España, S.A., Novartis Farmaceutica, Pfizer, Roche Farma, Sanofi Aventis, Astellas Pharma, Actelion Pharmaceuticals España, Grünenthal GmbH and UCB Pharma. MMP has nothing to disclose. MDZ has nothing to disclose. MdlAS has nothing to disclose. MY has nothing to disclose. MD has nothing to disclose. NG-S has nothing to disclose. NR has nothing to disclose. NH has received consulting fees from Abbvie, Eli Lilly, Janssen, Novartis and UCB. PS has nothing to disclose. RG has received consulting/speaker’s fees from Abbvie, Janssen, Novartis, Pfizer, and Cornerstones, all unrelated to this manuscript, and travel grants from Pfizer and Janssen. RH reports consulting fees from AbbVie, GSK, Novartis, Pfizer, Amgen, Biogen, BMS, Galapagos, Lilly, Mylan, Gilead, Janssen, TAKEDA/Shire, Roche/Chugai, research grant from Pfizer, all unrelated to this manuscript. SL-T has nothing to disclose. SB reports consulting fees from AbbVie, Horizon, Novartis, and Pfizer, and is an employee of Pfizer, Inc. TP reports personal consultant fees from Abbvie, Amgen, Biogen, BMS, Celgene, Celltrion, Fresenius-Kabi, Galapagos, Gilead, Janssen, Lilly, MSD, Nordic, Novartis, Pfizer, Roche-Chugai, Sandoz, Sanofi and UCB, all unrelated to this manuscript. TO reports consultancy fees from Merck Sharp & Dohme, unrelated to the present work. WBM has received personal speaker/consultant fees from AbbVie, Pfizer, Amgen, Novartis, Janssen, Lilly, Biopas. ZSW has nothing to disclose. ZZNY has nothing to disclose. JY is supported by NIH/NIAMS K24 AR07534 and AHRQ R01HS028024. She has received research grants from Gilead, Aurinia, BMS Foundation and Astra Zeneca and performed consultation for Astra Zeneca, Pfizer, and Aurinia. PCR has nothing to disclose. CHS reports grants from AbbVie, Sanofi, Novartis, and Pfizer and through consortia with multiple academic partners (psort.org.uk, BIOMAP-IMI.eu), outside the submitted work; she is a member of the British Association of Dermatologists Guideline committee on biologics in psoriasis., (© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)