Managing the Transition from ICD-9 to ICD-10

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Presentation transcript:

Managing the Transition from ICD-9 to ICD-10 Beth Virnig, PhD, MPH Principal Investigator, ResDAC Senior Associate Dean for Academic Affairs & Research, University of Minnesota Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Today Describe what the ICD-9 to ICD-10 conversion does Discuss ways the conversion might be challenging to researchers, warning signs to look for Discuss strategies for managing the conversion in your own data analysis Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Coding Systems for Diagnoses and Procedures Medicare and Medicaid data rely on different types of coding systems to document diagnoses and procedures: ICD procedure codes Used for inpatient hospital billing CPT and HCPCS procedure codes Used by physicians, other health care providers, some institutional care ICD diagnosis codes Used on all bill types Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-9 to ICD-10 After several years of rumors about change, CMS officially changed coding from ICD-9 to ICD-10 on October 1, 2015. ICD-10 was copyrighted by the WHO replaced ICD-9 for coding of mortality in 1999 A CM (clinical modification) for morbidity was released in early 2000 and most countries have been using it for years. Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Important Changes Between ICD-9 and ICD-10 Parts of the code book rearranged. Some things put together, others split apart The codes use alphanumeric characters in all positions, not just the first position. Significant increase in the specificity of the reporting, allowing more information to be conveyed in a code. Terminology modernized and made consistent New codes that combine diagnoses and symptoms, fewer codes need to be reported to fully describe a condition. Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Comparison of ICD-9 and ICD-10 Effective dates in CMS data Prior to October 1, 2015 October 1, 2015 and later Structure of diagnosis codes 5 digit, usually starting with a number (xxx.xx) 7 digit, always starting with a letter (xxx.xxx) E-codes Injury Metabolic conditions V-codes Other factors External causes of health problems Number of diagnosis codes 13,000 68,000 Structure of procedure codes 4 digit, starting with a number xx.xx 5 digit mix of letters and numbers xxxxx Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Every time coding changes, we see some disruption of trends Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Structure of Diagnosis Codes ICD-9 Characters 1-3 category All numeric ICD-10 Characters 1-3: Category First character alpha Characters 2-3 numeric Characters 4-6: Etiology, anatomic site, severity, laterality Alpha or numeric Character 7: initial encounter or subsequent encounter fix Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Example: Carcinoma In Situ of the Breast ICD-9: 233 Carcinoma in situ of breast and genitourinary system 233.0 Carcinoma in situ of breast   ICD-10 D05.0 Lobular carcinoma in situ of breast D05.00 Lobular carcinoma in situ of unspecified breast D05.01 Lobular carcinoma in situ of right breast D05.02 Lobular carcinoma in situ of left breast D05.1 Intraductal carcinoma in situ of breast D05.10 Intraductal carcinoma in situ of unspecified breast D05.11 Intraductal carcinoma in situ of right breast D05.12 Intraductal carcinoma in situ of left breast D05.8 Other specified type of carcinoma in situ of breast D05.80 Other specified type of carcinoma in situ of unspecified breast D05.81 Other specified type of carcinoma in situ of right breast D05.82 Other specified type of carcinoma in situ of left breast D05.9 Unspecified type of carcinoma in situ of breast D05.90 Unspecified type of carcinoma in situ of unspecified breast D05.91 Unspecified type of carcinoma in situ of right breast D05.92 Unspecified type of carcinoma in situ of left breast Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

What does this mean for those of us caught in the change? Most adjustments will initially be based on a ‘reasonable coding’ strategy vs. validation May lead to changes that do not exactly match intent Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

There are known knowns. These are things we know that we know There are known knowns. These are things we know that we know. There are known unknowns. That is to say, there are things that we know we don't know. But there are also unknown unknowns. There are things we don't know we don't know. Donald Rumsfeld, talking about the ICD-9 to 10 conversion Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Example: CCW Coding of Asthma and COPD Asthma: J44.0, J44.1, J44.9, J45.20, J45.21, J45.22, J45.30, J45.31, J45.32, J45.40, J45.41, J45.42, J45.50, J45.51, J45.52, J45.901, J45.902, J45.909, J45.990, J45.991, J45.998 COPD: J40, J41.0, J41.1, J41.8, J42, J43.0, J43.1, J43.2, J43.8, J43.9, J44.0, J44.1, J44.9, J47.0, J47.1, J47.9 When COPD code removed, asthma returns to 8.82% Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Problems with Translation from ICD-9 to ICD-10 Harder to assess with unstable patterns Substitution? Angina AMI Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Answer: not really clear. Some offsetting, some, something else… Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Some practices are shifting but maybe not in the direction we want: example, mechanism of injury codes The good news: codes considerably expanded The not so good news: the codes aren’t being used. In ICD-9, 4.3% of hip fractures had a mechanism of injury code With ICD-10, only 0.05% of hip fractures had a mechanism of injury code Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

The new coding system won’t fix Under diagnosis in clinical settings Diabetes Dementia Depression osteoporosis Under coding of behaviors and characteristics that are important for studies of health care but are only rarely related to reimbursement Obesity Smoking Alcohol abuse Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

What does it mean? A mid-year change in coding for all diagnoses and some procedures for 2015 Algorithms that require an observation period may need to allow either/both codes to apply Watch for flag that indicates whether code is ICD-9 or ICD-10 Unanswered questions such as: Does our rule of “one inpatient or two outpatient/carrier” still hold? Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

What does it mean? Changes in disease incidence, particularly those that seem to be abrupt need to be investigated All analyses that aim to be ICD-version neutral need to include an analysis to confirm that there is no shift due to the ICD change When investigating, consider whether there are “adjacent” conditions—COPD and asthma; angina and AMI; in situ and invasive cancer… where there could be shifting among related categories Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

How to sort things out? Patience Multiple sets of eyes Heavy reliance on “face validity” Do cases of X post-change look like cases of x pre-change? Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Much more meaning to each code Each digit has meaning Contrast to structure of ICD-9 procedure codes The letter Z means “does not apply” So, there will be lots of Z, particularly in later digits. Each of the seven charters has a well-defined meaning, and the characters (and meanings) change depending on the particular section. The above graphic illustrates the meanings of the seven characters in the Medical and Surgical section (the section that will be utilized the most in the inpatient setting). The first character of the code identifies the section. Sections relate to the type of procedure. For example, a chest x-ray is an imaging procedure and a breast biopsy is a medical and surgical procedure. The second through seventh characters have a standard meaning within each section, but may have different meanings across sections. Character two defines the particular body system or general physiological system or anatomical region involved. Examples of a body system in the Medical and Surgical section are: Upper arteries Eye Muscles Gastrointestinal system Lower bones Character three defines the root operation or the objective of the procedure. There are 31 root operations arranged into nine groups with similar attributes. Examples of root operations are: Excision Resection Bypass Division Dilation Character four defines the body part or specific anatomical site where the procedure was performed. Each body system has a list of up to 34 body part values. Examples of body parts are: Stomach Sigmoid colon Mediastinum Ulna, right Lacrimal duct, left Character five identifies the approach, or the technique used to reach the site of the procedure. Every procedure coded in ICD-10-PCS has the specific approach identified. The seven approaches in ICD-10-PCS are: Open Percutaneous Percutaneous endoscopic Via natural or artificial opening Via natural or artificial opening endoscopic Via natural or artificial opening with percutaneous endoscopic assistance External Character six identifies devices that are left at the operative site. Materials such as sutures, ligatures, radiological markers and temporary postoperative wound drains are considered integral to the procedure and are not coded as devices. Device values fall into four basic groups: Grafts and prostheses Implants Simple or mechanical appliances Electronic appliances There are four types of devices: Biological or synthetic material that takes the place of all or a portion of a body part (i.e., skin graft, joint prostheses) Biological or synthetic material that assists or prevents a physiological function (i.e., urinary catheter, IUD) Therapeutic material that is not absorbed by, eliminated by, or incorporated into a body part (i.e., radioactive implant, orthopedic pins) Mechanical or electronic appliances used to assist, monitor, take the place of, or prevent a physiological function (i.e., diaphragmatic pacemaker, hearing device) Since many procedures do not involve devices, the sixth character will be assigned a value of Z. Character seven identifies qualifiers that may provide additional information about the procedure if applicable. The qualifiers have a narrow application and limited use; therefore each code must have seven characters, so the letter Z is used to indicate that a character is not applicable for a specific procedure. Examples of qualifiers are: Types of transplant Second site for bypass procedures Diagnostic procedures (biopsy) Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Character 1: section Medical/Surgical (0) Obstetrics (1) Placement (2) Administration (3) Measurement and monitoring (4) …. Imaging (B) Radiation therapy (D) .... New technology (X) Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Character 2: Body system Central nervous system (0) Upper veins (5) Endocrine system (G) Muscles (K) Lower bones (Q) Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Character 3: Root Operations (31 choices) Control Detachment Extraction Removal Revision Transplantation Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Character 4: Body Part Character 5: Approach (7 choices) Open Percutaneous Percutaneous endoscopic Via natural or artificial opening … External Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedure Codes Character 6: Device (4 choices) Character 7: qualifier Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

ICD-10 Procedures Some characters have different meaning depending on section: Device: Administration=substance Imaging=qualifier Physical rehab=equipment Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Problems Created: In ICD-9, robotic assisted procedures explicitly coded. No way to code robotic assisted procedures in ICD-10 Implied through use of “percutaneous”? Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Final Thoughts on ICD-10 Procedures The complexity of the system looks to have advantages related to detail May point to experiments But may make programming more challenging due to the structure of the codes (they look somewhat random) Crosswalk between ICD-9 to ICD-10 will be one to one, one to many and perhaps many to one. Given similar crosswalk between ICD-9 and CPT codes, studying procedures will be time consuming Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Managing ICD-9 to 10 Translation Will evolve over time Coverage rule changes and requirements for specific coding Entities adapting to new codes and incentives Should be a group effort. Sharing and critiquing codes Need to be creative when distinguishing between coding and policy change Need to collectively work with journals to make space for publishing findings so we aren’t all redoing the same work Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G

Final Thought Most of the world will be moving on to ICD-11 in a couple of years. Work performed under CMS Contract #GS-10F-067CA/HHSM-500-2015-00558G