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Gillespie BW, Laurin LP, Zinsser D, Lafayette R, Marasa M, Wenderfer SE, Vento S, Poulton C, Barisoni L, Zee J, Helmuth M, Lugani F, Kamel M, Hill-Callahan P, Hewitt SM, Mariani LH, Smoyer WE, Greenbaum LA, Gipson DS, Robinson BM, Gharavi AG, Guay-Woodford LM, Trachtman H. Improving data quality in observational research studies: Report of the Cure Glomerulonephropathy (CureGN) network. Contemp Clin Trials Commun 2021; 22:100749. [PMID: 33851061 PMCID: PMC8039553 DOI: 10.1016/j.conctc.2021.100749] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 01/16/2021] [Accepted: 02/09/2021] [Indexed: 12/21/2022] Open
Abstract
Background High data quality is of crucial importance to the integrity of research projects. In the conduct of multi-center observational cohort studies with increasing types and quantities of data, maintaining data quality is challenging, with few published guidelines. Methods The Cure Glomerulonephropathy (CureGN) Network has established numerous quality control procedures to manage the 70 participating sites in the United States, Canada, and Europe. This effort is supported and guided by the activities of several committees, including Data Quality, Recruitment and Retention, and Central Review, that work in tandem with the Data Coordinating Center to monitor the study. We have implemented coordinator training and feedback channels, data queries of questionable or missing data, and developed performance metrics for recruitment, retention, visit completion, data entry, recording of patient-reported outcomes, collection, shipping and accessing of biological samples and pathology materials, and processing, cataloging and accessing genetic data and materials. Results We describe the development of data queries and site Report Cards, and their use in monitoring and encouraging excellence in site performance. We demonstrate improvements in data quality and completeness over 4 years after implementing these activities. We describe quality initiatives addressing specific challenges in collecting and cataloging whole slide images and other kidney pathology data, and novel methods of data quality assessment. Conclusions This paper reports the CureGN experience in optimizing data quality and underscores the importance of general and study-specific data quality initiatives to maintain excellence in the research measures of a multi-center observational study.
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Affiliation(s)
- Brenda W Gillespie
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Louis-Philippe Laurin
- Division of Nephrology, Maisonneuve-Rosemont Hospital, Department of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Dawn Zinsser
- Arbor Research Collaborative for Health, Ann Arbor, MI, 48104, USA
| | | | - Maddalena Marasa
- Department of Medicine, Division of Nephrology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | | | - Suzanne Vento
- NYU Langone Health, Department of Pediatrics, Division of Nephrology, New York, NY, USA
| | - Caroline Poulton
- Kidney Center, Division of Nephrology and Hypertension, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura Barisoni
- Department of Pathology, Division of AI and Computational Pathology, Department of Medicine, Division of Nephrology, Duke University, Durham, NC, USA
| | - Jarcy Zee
- Arbor Research Collaborative for Health, Ann Arbor, MI, 48104, USA
| | - Margaret Helmuth
- Arbor Research Collaborative for Health, Ann Arbor, MI, 48104, USA
| | - Francesca Lugani
- Laboratory of Molecular Nephrology, Istituto Giannina Gaslini, IRCCS, Genoa, Italy
| | - Margret Kamel
- Emory University, Department of Pediatrics, Division of Nephrology, Atlanta, GA, USA
| | | | - Stephen M Hewitt
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Laura H Mariani
- University of Michigan, Division of Nephrology, Ann Arbor, MI, USA
| | - William E Smoyer
- Center for Clinical and Translational Research, the Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Larry A Greenbaum
- Emory University and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Debbie S Gipson
- University of Michigan, Division of Nephrology, Department of Pediatrics, Ann Arbor, MI, USA
| | | | - Ali G Gharavi
- Department of Medicine, Division of Nephrology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Lisa M Guay-Woodford
- Center for Translational Research, Children's National Hospital, Washington, DC, USA
| | - Howard Trachtman
- NYU Langone Health, Department of Pediatrics, Division of Nephrology, New York, NY, USA
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Cao H, Zhai J, Li N, Cao H, Lei X, Mu W, Liu Z, Wang H, Shang H. CUPID: a protocol of a randomised controlled trial to identify characteristics of similar Chinese patent medicines. BMJ Open 2014; 4:e006753. [PMID: 25431225 PMCID: PMC4248088 DOI: 10.1136/bmjopen-2014-006753] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2014] [Accepted: 10/31/2014] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Traditional Chinese medicine (TCM) has accumulated some experience in curing stable angina pectoris (SAP) and efficacy has been demonstrated. Chinese patent medicines, known as modern dosage forms of TCM, can attain the desired effect in clinical application only with the guidance of TCM syndrome theory. However, due to their use by a large number of persons with little knowledge of TCM theories and practices, their efficacy and reputation have been seriously affected. METHOD AND ANALYSIS Two common syndrome types of SAP in TCM, 'qi deficiency and blood stasis' and 'qi stagnation and blood stasis', will be studied in 144 subjects from four TCM hospitals in Tianjin in China using a partial crossover design. The two syndromes will be broken down into six symptom combinations; patients will select a combination of the most distressing to them, and then will be randomised into two groups. Each group, on the basis of routine medication, will be administered one kind of Chinese patent drug: Qishenyiqi Dripping Pills or Compound Danshen Dripping Pills. The treatment characteristics of the two medicines will be evaluated with the COME-PIO method developed by our research team. ETHICS AND DISSEMINATION This protocol has been approved by the medical ethics committee of Tianjin University of TCM (registration number TJUTCM-EC20130005). The study is safe and reliable. TRIAL REGISTRATION NUMBER Chinese clinical trials register ChiCTR-TTRCC-14004406.
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Affiliation(s)
- Hongbo Cao
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
- Center for Evidence-Based Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Jingbo Zhai
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Nan Li
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Hongxia Cao
- Department of Geriatrics, Gansu Hospital of Traditional Chinese Medicine, Lanzhou, China
| | - Xiang Lei
- Center for Evidence-Based Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Wei Mu
- Center for Evidence-Based Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Zhi Liu
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Hui Wang
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Hongcai Shang
- Tianjin Institute of Clinical Evaluation, Tianjin University of Traditional Chinese Medicine, Tianjin, China
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