Display options
Share it on

Contemp Clin Trials Commun. 2018 Jul 25;11:127-135. doi: 10.1016/j.conctc.2018.07.004. eCollection 2018 Sep.

Harmonization, data management, and statistical issues related to prospective multicenter studies in Ankylosing spondylitis (AS): Experience from the Prospective Study Of Ankylosing Spondylitis (PSOAS) cohort.

Contemporary clinical trials communications

Mohammad H Rahbar, MinJae Lee, Manouchehr Hessabi, Amirali Tahanan, Matthew A Brown, Thomas J Learch, Laura A Diekman, Michael H Weisman, John D Reveille

Affiliations

  1. Department of Epidemiology, Human Genetics, and Environmental Sciences (EHGES), University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
  2. Division of Clinical and Translational Sciences, Department of Internal Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
  3. Biostatistics/Epidemiology/Research Design (BERD) Component, Center for Clinical and Translational Sciences (CCTS), University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
  4. Institute of Health and Biomedical Innovation, Queensland University of Technology, Translational Research Institute, Princess Alexandra Hospital, Brisbane, Queensland, Australia.
  5. Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA.
  6. Division of Rheumatology, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.

PMID: 30094388 PMCID: PMC6071581 DOI: 10.1016/j.conctc.2018.07.004

Abstract

Ankylosing spondylitis (AS) is characterized by inflammation of the spine and sacroiliac joints causing pain and stiffness and, in some patients, ultimately new bone formation, and progressive joint ankyloses. The classical definition of AS is based on the modified New York (mNY) criteria. Limited data have been reported regarding data quality assurance procedure for multicenter or multisite prospective cohort of patients with AS. Since 2002, 1272 qualified AS patients have been enrolled from five sites (4 US sites and 1 Australian site) in the Prospective Study Of Ankylosing Spondylitis (PSOAS). In 2012, a Data Management and Statistical Core (DMSC) was added to the PSOAS team to assist in study design, establish a systematic approach to data management and data quality, and develop and apply appropriate statistical analysis of data. With assistance from the PSOAS investigators, DMSC modified Case Report Forms and developed database in Research Electronic Data Capture (REDCap). DMSC also developed additional data quality assurance procedure to assure data quality. The error rate for various forms in PSOAS databases ranged from 0.07% for medications data to 1.1% for arthritis activity questionnaire-Global pain. Furthermore, based on data from a sub study of 48 patients with AS, we showed a strong level (90.0%) of agreement between the two readers of X-rays with respect to modified Stoke Ankylosing Spondylitis Spine Score (mSASSS). This paper not only could serve as reference for future publications from PSOAS cohort but also could serve as a basic guide to ensuring data quality for multicenter clinical studies.

Keywords: Ankylosing spondylitis; Data quality; Harmonization; PSOAS cohort; Reliability of data

References

  1. Arthritis Rheum. 2003 Aug;48(8):2122-7 - PubMed
  2. Neurorehabil Neural Repair. 2012 Nov-Dec;26(9):1035-45 - PubMed
  3. Acta Reumatol Port. 2010 Apr-Jun;35(2):170-5 - PubMed
  4. J Biomed Inform. 2009 Apr;42(2):377-81 - PubMed
  5. Nat Genet. 2010 Feb;42(2):123-7 - PubMed
  6. J Rheumatol. 1994 Dec;21(12):2281-5 - PubMed
  7. Pediatr Phys Ther. 2010 Winter;22(4):408-16 - PubMed
  8. World J Orthop. 2011 Dec 18;2(12):107-15 - PubMed
  9. JAMA. 1999 Nov 10;282(18):1737-44 - PubMed
  10. Salud Publica Mex. 2003 Jan-Feb;45(1):58-66 - PubMed
  11. Control Clin Trials. 1998 Oct;19(5):477-93 - PubMed
  12. J Bone Joint Surg Am. 2009 May;91 Suppl 3:80-6 - PubMed
  13. Am J Med Sci. 2013 Jun;345(6):437-9 - PubMed
  14. J Rheumatol. 1988 Mar;15(3):427-32 - PubMed
  15. Clin Exp Rheumatol. 2005 Sep-Oct;23(5 Suppl 39):S188-94 - PubMed
  16. BMC Med Res Methodol. 2009 Jun 18;9:39 - PubMed
  17. Control Clin Trials. 1986 Mar;7(1):27-37 - PubMed
  18. Arthritis Rheum. 1984 Apr;27(4):361-8 - PubMed
  19. BMC Med Res Methodol. 2018 Jan 11;18(1):8 - PubMed
  20. J Nurs Scholarsh. 2008;40(2):101-8 - PubMed
  21. Curr Opin Rheumatol. 2013 Jul;25(4):468-76 - PubMed
  22. Contemp Clin Trials. 2011 Sep;32(5):620-9 - PubMed
  23. Rheumatology (Oxford). 2007 Aug;46(8):1309-15 - PubMed
  24. AACN Adv Crit Care. 2009 Oct-Dec;20(4):388-91 - PubMed
  25. Clin Trials. 2013 Oct;10(5):783-806 - PubMed
  26. J Nurs Educ. 2012 Jan;51(1):23-8 - PubMed
  27. Arthritis Rheum. 1989 Jan;32(1):37-44 - PubMed
  28. N Engl J Med. 2015 Jan 1;372(1):11-20 - PubMed
  29. Med Care. 2001 Jun;39(6):627-34 - PubMed
  30. Neurorehabil Neural Repair. 2003 Sep;17(3):137-52 - PubMed
  31. Arthritis Rheum. 1998 Dec;41(12):2263-70 - PubMed
  32. Acta Reumatol Port. 2011 Jan-Mar;36(1):45-56 - PubMed
  33. Int J Epidemiol. 2010 Oct;39(5):1383-93 - PubMed
  34. Ann Rheum Dis. 2005 Jan;64(1):127-9 - PubMed
  35. Springerplus. 2014 Jan 22;3:40 - PubMed
  36. Control Clin Trials. 1995 Apr;16(2 Suppl):104S-136S - PubMed
  37. J Biomed Inform. 2015 Feb;53:49-57 - PubMed
  38. Rheumatology (Oxford). 2012 Feb;51(2):243-9 - PubMed
  39. Ann Rheum Dis. 2015 Jul;74(7):1387-93 - PubMed
  40. Res Nurs Health. 1990 Aug;13(4):227-36 - PubMed
  41. Ann Behav Med. 1997 Winter;19(1):11-21 - PubMed
  42. Assessment. 2004 Mar;11(1):94-101 - PubMed
  43. Ann Rheum Dis. 2011 Feb;70(2):249-51 - PubMed
  44. Rheumatol Int. 2012 Jan;32(1):169-76 - PubMed
  45. Med Sci Sports Exerc. 2003 Aug;35(8):1381-95 - PubMed
  46. Alzheimer Dis Assoc Disord. 2004 Oct-Dec;18(4):270-7 - PubMed
  47. Alzheimer Dis Assoc Disord. 2007 Jul-Sep;21(3):249-58 - PubMed
  48. J Pain Symptom Manage. 2011 Jun;41(6):1073-93 - PubMed
  49. J Dent Res. 2004;83 Spec No C:C119-21 - PubMed
  50. Clin Exp Rheumatol. 2007 Jan-Feb;25(1):67-74 - PubMed
  51. Contemp Clin Trials. 2008 Mar;29(2):259-69 - PubMed
  52. J Rheumatol. 1994 Dec;21(12):2286-91 - PubMed

Publication Types

Grant support