Interrupted time series design to evaluate the effect of the ICD-9-CM to ICD-10-CM coding transition on injury hospitalization trends

Svetla Slavova1, Julia F. Costich2, Huong Luu2, J. S. Fields2, Barbara Gabella3, Sergey Tarima4, Terry L. Bunn2
1Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA
2Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, KY, USA
3Colorado Department of Public Health and Environment, Denver, CO, USA
4Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Annest JL, Hedegaard H, Chen L, Warner M, Small E. Proposed framework for presenting injury data using ICD-10-CM external cause of injury codes. Atlanta: National Center for Injury Prevention and Control, National Center for Health Statistics, Centers for Disease Control and Prevention; 2014.

Bernal JL, Cummins S, Gasparrini A. Interrupted time series regression for the evaluation of public health interventions: a tutorial. Int J Epidemiol. 2017;46(1):348–55.

Bush A, Bunn T. Kentucky Homicides, 2010–2016. Lexington: Kentucky Injury Prevention and Research Center; 2018.

CDC. Matrix of ICD-9/ICD-9-CM E-code Groupings: Centers for Disease Control and Prevention. National Center for Injury Prevention and Control; 2011. http://www.cdc.gov/injury/wisqars/ecode_matrix.html . Accessed 4 Sept 2018.

CDC/NCHS. Proposed ICD-10-CM External Cause of Injury Matrix for Causes other than Poisoning; 2016. https://ftp.cdc.gov/pub/TBI/injury/icd10/ . Accessed 4 Sept 2018.

Chvosta J. Model Fitting and Data Analyses in SAS/ETS® Software Using ODS Statistical Graphics. Paper 243-2009. Cary: SAS Global Forum 2009: SAS Institute Inc., Mark Little, SAS Institute Inc; 2009.

Costich J, Slavova S, Luu H, Eustice S, Bunn T. Results from a Medical Coder Survey on Issues Related to the ICD-10-CM Transition and Their Effect on the Quality of the Injury Coding. Lexington: Kentucky Injury Prevention and Research Center; 2017.

Fenton SH, Benigni MS. Projected impact of the ICD-10-CM/PCS conversion on longitudinal data and the joint commission Core measures. Perspect Health Inf Manag. 2014;11:1g.

Gibson TCA, Young J, Karnell L, Coenen N. Impact of ICD-10-CM/PCS on research using administrative databases: U.S. Agency for Healthcare Research and Quality; 2016. p. 25.

ISW9. Injury Surveillance Workgroup 9. The Transition from ICD-9-CM to ICD-10-CM: Guidance for analysis and reporting of injuries by mechanism and intent. Atlanta: The Safe States Alliance; 2016.

Penfold RB, Zhang F. Use of interrupted time series analysis in evaluating health care quality improvements. Acad Pediatr. 2013;13(6 Suppl):S38–44.

PMIC. International Classification of Diseases 10th Revision Clinical Modification: Practice Management Information Corporation (PMIC); 2016.

SAS/ETS(R) 9.3 User’s Guide. The AUTOREG Procedure. Stepwise Autoregression: SAS Institute Inc; 2018 http://support.sas.com/documentation/cdl/en/etsug/63939/HTML/default/viewer.htm#etsug_autoreg_sect006.htm . Accessed 4 Sept 2018.

Thomas K, Johnson R. State injury indicators report: instructions for preparing 2015 data. Atlanta: Centers for Disease Control and Prevention, National Center for Injury Prevention and Control; 2017.

Topaz M, Shafran-Topaz L, Bowles K. ICD-9 to ICD-10: evolution, revolution, and current debates in the United States. Perspect Health Inf Manag. 2013;10:1d.

U.S. Department of Health and Human Services HHS Issues Final ICD-10 Code Sets and Updated Electronic Transaction Standards Rules [press release]. 2009.

Wagner AK, Soumerai SB, Zhang F, Ross-Degnan D. Segmented regression analysis of interrupted time series studies in medication use research. J Clin Pharm Ther. 2002;27(4):299–309.

Weems S, Heller P, Fenton S. Results from the veterans health administration ICD-10-CM/PCS coding pilot study. Perspect Health Inf Manag. 2015;12:1b.