TY - JOUR AU - Lucyk, K. AU - Lu, M. AU - Sajobi, T. AU - Quan, H. PY - 2015 DA - 2015// TI - Administrative health data in Canada: lessons from history JO - BMC Med Inform Decis Mak VL - 15 UR - https://doi.org/10.1186/s12911-015-0196-9 DO - 10.1186/s12911-015-0196-9 ID - Lucyk2015 ER - TY - JOUR AU - Cadarette, S. M. AU - Wong, L. PY - 2015 DA - 2015// TI - An introduction to health care administrative data JO - Can J Hosp Pharm VL - 68 UR - https://doi.org/10.4212/cjhp.v68i3.1457 DO - 10.4212/cjhp.v68i3.1457 ID - Cadarette2015 ER - TY - JOUR AU - Robitaille, C. AU - Dai, S. AU - Waters, C. PY - 2012 DA - 2012// TI - Diagnosed hypertension in Canada: incidence, prevalence and associated mortality JO - CMAJ. VL - 184 UR - https://doi.org/10.1503/cmaj.101863 DO - 10.1503/cmaj.101863 ID - Robitaille2012 ER - TY - JOUR AU - Quan, H. AU - Smith, M. AU - Bartlett-Esquilant, G. PY - 2012 DA - 2012// TI - Mining administrative health databases to advance medical science: geographical considerations and untapped potential in Canada JO - CJCA. VL - 28 UR - https://doi.org/10.1016/j.cjca.2012.01.005 DO - 10.1016/j.cjca.2012.01.005 ID - Quan2012 ER - TY - JOUR AU - Lix, L. M. AU - Yogendran, M. S. AU - Shaw, S. Y. AU - Burchill, C. AU - Metge, C. AU - Bond, R. PY - 2008 DA - 2008// TI - Population-based data sources for chronic disease surveillance JO - Chronic Dis Can VL - 29 ID - Lix2008 ER - TY - JOUR AU - Drösler, S. E. AU - Romano, P. S. AU - Tancredi, D. J. AU - Klazinga, N. S. PY - 2012 DA - 2012// TI - International comparability of patient safety indicators in 15 OECD member countries: A methodological approach of adjustment by secondary diagnoses JO - Health Serv Res VL - 47 UR - https://doi.org/10.1111/j.1475-6773.2011.01290.x DO - 10.1111/j.1475-6773.2011.01290.x ID - Drösler2012 ER - TY - JOUR AU - Peng, M. AU - Southern, D. A. AU - Williamson, T. AU - Quan, H. PY - 2017 DA - 2017// TI - Under-coding of secondary conditions in coded hospital health data: impact of co-existing conditions, death status and number of codes in a record JO - Health Informatics J VL - 23 UR - https://doi.org/10.1177/1460458216647089 DO - 10.1177/1460458216647089 ID - Peng2017 ER - TY - JOUR AU - Quan, H. AU - Li, B. AU - Duncan Saunders, L. PY - 2008 DA - 2008// TI - Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database JO - Health Serv Res VL - 43 UR - https://doi.org/10.1111/j.1475-6773.2007.00822.x DO - 10.1111/j.1475-6773.2007.00822.x ID - Quan2008 ER - TY - STD TI - Canadian Institute for Health Information. CIHI’s Information Quality Framework. Ottawa; 2017. www.cihi.cacopyright@cihi.ca. Accessed 11 Jan 2019. ID - ref9 ER - TY - STD TI - Juran JM, Godfrey AB. Juran’s quality control handbook: McGraw-Hill; 1998. https://doi.org/10.1108/09684879310045286. ID - ref10 ER - TY - JOUR AU - Lewis, J. D. AU - Schninnar, R. AU - Bilker, W. B. AU - Wang, X. AU - Strom, B. L. PY - 2007 DA - 2007// TI - Validation studies of the health improvement network (THIN) database for pharmacoepidemiology research JO - Pharmacoepidemiol Drug Saf VL - 16 UR - https://doi.org/10.1002/pds.1335 DO - 10.1002/pds.1335 ID - Lewis2007 ER - TY - JOUR AU - Ryan, P. B. AU - Schuemie, M. J. AU - Welebob, E. AU - Duke, J. AU - Valentine, S. AU - Hartzema, A. G. PY - 2013 DA - 2013// TI - Defining a reference set to support methodological research in drug safety JO - Drug Saf VL - 36 UR - https://doi.org/10.1007/s40264-013-0097-8 DO - 10.1007/s40264-013-0097-8 ID - Ryan2013 ER - TY - JOUR AU - Peng, M. AU - Sundararajan, V. AU - Williamson, T. PY - 2018 DA - 2018// TI - Exploration of association rule mining for coding consistency and completeness assessment in inpatient administrative health data JO - J Biomed Inform VL - 79 UR - https://doi.org/10.1016/j.jbi.2018.02.001 DO - 10.1016/j.jbi.2018.02.001 ID - Peng2018 ER - TY - STD TI - Canadian Institute for Health Information. Data Quality Study of the 2015–2016 Discharge Abstract Database: A Focus on Hospital Harm. Ottawa; 2016. https://secure.cihi.ca/free_products/DAD_15_16_Reab_Report_EN.pdf. Accessed 12 Feb 2018. UR - https://secure.cihi.ca/free_products/DAD_15_16_Reab_Report_EN.pdf ID - ref14 ER - TY - STD TI - Canadian Institute for Health Information. Canadian Coding Standards for ICD-10-CA and CCI. Ottawa; 2009. https://secure.cihi.ca/free_products/Coding standard_EN_web.pdf. Accessed 16 Feb 2018. UR - https://secure.cihi.ca/free_products/Coding ID - ref15 ER - TY - JOUR AU - Hirsch, J. A. AU - Nicola, G. AU - McGinty, G. PY - 2016 DA - 2016// TI - ICD-10: history and context JO - Am J Neuroradiol VL - 37 UR - https://doi.org/10.3174/ajnr.A4696 DO - 10.3174/ajnr.A4696 ID - Hirsch2016 ER - TY - BOOK AU - Hahsler, M. AU - Chelluboina, S. AU - Hornik, K. PY - 2011 DA - 2011// TI - The Arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets Christian Buchta ID - Hahsler2011 ER - TY - JOUR AU - Benjamini, Y. AU - Hochberg, Y. PY - 1995 DA - 1995// TI - Controlling the false discovery rate: a practical and powerful approach to multiple testing JO - J R Stat Soc Ser B VL - 57 UR - https://doi.org/10.2307/2346101 DO - 10.2307/2346101 ID - Benjamini1995 ER - TY - STD TI - Fitch K, Bernstein María SJ, Aguilar D, et al. The RAND/UCLA appropriateness method User’s manual. Santa Monica; 2001. http://www.rand.org. Accessed 16 Jan 2019. UR - http://www.rand.org ID - ref19 ER - TY - JOUR AU - Brown, L. D. AU - Cai, T. T. AU - DasGupta, A. PY - 2001 DA - 2001// TI - Interval estimation for a binomial proportion JO - Stat Sci VL - 16 UR - https://doi.org/10.1214/ss/1009213286 DO - 10.1214/ss/1009213286 ID - Brown2001 ER - TY - JOUR AU - Agresti, A. AU - Bini, M. AU - Bertaccini, B. AU - Ryu, E. PY - 2008 DA - 2008// TI - Simultaneous confidence intervals for comparing binomial parameters JO - Biometrics. VL - 64 UR - https://doi.org/10.1111/j.1541-0420.2008.00990.x DO - 10.1111/j.1541-0420.2008.00990.x ID - Agresti2008 ER - TY - JOUR AU - O’Malley, K. J. AU - Cook, K. F. AU - Price, M. D. AU - Wildes, K. R. AU - Hurdle, J. F. AU - Ashton, C. M. PY - 2005 DA - 2005// TI - Measuring diagnoses: ICD code accuracy JO - Health Serv Res VL - 40 UR - https://doi.org/10.1111/j.1475-6773.2005.00444.x DO - 10.1111/j.1475-6773.2005.00444.x ID - O’Malley2005 ER - TY - STD TI - Lucyk K, Tang K, Quan H. Barriers to data quality resulting from the process of coding health information to administrative data: A qualitative study. BMC Health Serv Res. 2017;17(1). https://doi.org/10.1186/s12913-017-2697-y. ID - ref23 ER - TY - JOUR AU - Tang, K. L. AU - Lucyk, K. AU - Quan, H. PY - 2017 DA - 2017// TI - Coder perspectives on physician-related barriers to producing high-quality administrative data: a qualitative study JO - C Open VL - 5 UR - https://doi.org/10.9778/cmajo.20170036 DO - 10.9778/cmajo.20170036 ID - Tang2017 ER - TY - JOUR AU - Santos, S. AU - Murphy, G. AU - Baxter, K. AU - Robinson, K. M. PY - 2008 DA - 2008// TI - Organisational factors affecting the quality of hospital clinical coding JO - Heal Inf Manag J VL - 37 UR - https://doi.org/10.1177/183335830803700103 DO - 10.1177/183335830803700103 ID - Santos2008 ER - TY - JOUR AU - Kahn, M. G. AU - Raebel, M. A. AU - Glanz, J. M. AU - Riedlinger, K. AU - Steiner, J. F. PY - 2012 DA - 2012// TI - A pragmatic framework for single-site and multisite data quality assessment in electronic health record-based clinical research JO - Med Care VL - 50 UR - https://doi.org/10.1097/MLR.0b013e318257dd67 DO - 10.1097/MLR.0b013e318257dd67 ID - Kahn2012 ER - TY - JOUR AU - Bai, L. AU - Meredith, R. AU - Burstein, F. PY - 2018 DA - 2018// TI - A data quality framework, method and tools for managing data quality in a health care setting: an action case study JO - J Decis Syst VL - 27 UR - https://doi.org/10.1080/12460125.2018.1460161 DO - 10.1080/12460125.2018.1460161 ID - Bai2018 ER - TY - JOUR AU - Kahn, M. G. AU - Callahan, T. J. AU - Barnard, J. PY - 2016 DA - 2016// TI - A harmonized data quality assessment terminology and framework for the secondary use of electronic health record data JO - eGEMs (Generating Evid Methods to Improv patient outcomes) VL - 4 UR - https://doi.org/10.13063/2327-9214.1244 DO - 10.13063/2327-9214.1244 ID - Kahn2016 ER - TY - STD TI - Luna JM, Fournier-Viger P, Ventura S. Frequent itemset mining: A 25 years review. Wiley Interdiscip Rev Data Min Knowl Discov. 2019;9(6). https://doi.org/10.1002/widm.1329. ID - ref29 ER - TY - JOUR AU - Luna, J. M. AU - Padillo, F. AU - Pechenizkiy, M. AU - Ventura, S. PY - 2018 DA - 2018// TI - Apriori versions based on mapreduce for mining frequent patterns on big data JO - IEEE Trans Cybern VL - 48 UR - https://doi.org/10.1109/TCYB.2017.2751081 DO - 10.1109/TCYB.2017.2751081 ID - Luna2018 ER -