Qualitative and Quantitative Analysis
by Michael Radzienda, MD
Prior to embarking on a process improvement project around diabetic foot infections (DFIs) at your institution, it is imperative to understand the epidemiology and characteristics of the local population. Unlike other at-risk populations, administrative coding for diabetics with soft-tissue disorders may be poorly defined. For example, a first step in QI/process improvement includes defining the target population. In the case of congestive heart failure, pneumonia, or myocardial infarction, administrative databases and coding programs posses discrete identifiers that are conducive to establishing a denominator. In the case of DFIs, there is no discrete ICD-9 code or MS-DRG that can be queried. The DFI patient may be hidden in administrative databases under the following codes or combinations of codes.
Once the patient population is identified in the administrative database, drilling down to establish baseline characteristics of the population becomes much less labor intensive. Understanding who is providing the care to the population and how “well” they provide that care allows the team to make targeted interventions and garner resources from administration. This helps the team make the case for a quality improvement project budget.
| DRG |
TYPE |
DRG Title |
| 7 |
Surgical |
Peripheral and cranial nerve and other nervous system procedures with CC |
| 18 |
Medical |
Cranial and peripheral nerve disorders with CC |
| 89 |
Medical |
Simple pneumonia and pleurisy age > 17 with CC |
| 113 |
Surgical |
Amputation for circulatory system disorders except upper limb and toe |
| 114 |
Surgical |
Upper limb and toe amputation for circulatory system disorders |
| 127 |
Medical |
Heart failure and shock |
| 130 |
Medical |
Peripheral vascular disorders with CC |
| 144 |
Medical |
Other circulatory system diagnoses with CC |
| 182 |
Medical |
Esophagitis, gastroenteritis, and miscellaneous digestive disorders age > 17 with CC |
| 213 |
Surgical |
Amputation for musculoskeletal system and connective tissue disorders |
| 225 |
Surgical |
Foot procedures |
| 238 |
Medical |
Osteomyelitis |
| 256 |
Medical |
Other musculoskeletal system and connective tissue diagnoses |
| 271 |
Medical |
Skin ulcers |
| 277 |
Medical |
Cellulitis age > 17 with CC |
| 278 |
Medical |
Cellulitis age > 17 without CC |
| 285 |
Surgical |
Amputation of lower limb for endocrine, nutritional and metabolic disorders |
| 320 |
Medical |
Kidney and urinary tract infections age >17 with CC |
| 331 |
Medical |
Other kidney and urinary tract diagnoses age >17 W CC |
| 415 |
Surgical |
OR procedure for infectious and parasitic diseases |
| 416 |
Medical |
Septicemia age > 17 |
| 462 |
Medical |
Rehabilitation |
| 553 |
Surgical |
Other vascular procedures with CC with major CV DX |
| 554 |
Surgical |
Other vascular procedures with CC without major CV DX |
The following table illustrates one way to present demographic and administrative data to stakeholders:
434 DM Foot Infections Froedtert Memorial Lutheran Hospital 2006–2007
(submitted by Michael Radzienda, MD)
Demographic
Age
Male
White |
59
56%
55%
|
Payer
Commercial
Medicare
Medicaid
GAMP |
26%
58%
9%
8%
|
LOS
Cost/case
Exp Cost
Charges/case |
8 days
$19,663
$14,550
$30,238 |
Service
Medicine
Vascular
Nephrology
Orthopedics
PMR
Plastics |
190 (44%)
107 (25%)
93 (21%)
27 (6%)
14 (3%)
3 (<1%)
|
Admit source
ED
Referral
Transfer |
230
180
24
|
Depending on the institution, baseline data might also include the following measures: mortality, ICU days, readmission rates, ADEs, transfusion requirements, antibiograms, radiology utilization, angiography utilization, and so forth.
SHM Hospital Medicine Hospitalist Quality Improvement Project Patient Safety Clinical Tool Information QI Tools Protocols Hospital Quality Patient Safety HQPS Primer QI Field Guide Hospital Quality Concepts |
|
|