Click here to load reader
Upload
duongthu
View
221
Download
5
Embed Size (px)
Citation preview
Rohan Mahabaleshwarkar, MS; Rahul Khanna, MBA, Ph.D.
Department of Pharmacy Administration, The University of Mississippi
NATIONAL HOSPITALIZATION BURDEN ASSOCIATED WITH SPINAL CORD INJURIES
METHODS
OBJECTIVES
CONCLUSIONS
• To compare patient, hospital, and discharge level characteristics
among patients with SCI to those without SCI (control group).
• To identify factors predicting length of stay (LOS), total charges, and
mortality among patients with SCI.
• To identify common procedures performed during SCI hospitalizations.
Data Source
• The 2009 Health Care Utilization Project Nationwide Inpatient Sample
(HCUP – NIS) data was used for the purpose of the study.
Study Design
• A retrospective cross-sectional case-control study design was used.
• Hospitalizations with LOS > 365 days or total charges > $ 1 million and
pediatric hospitalizations (age<18 years) were excluded from the study.
• Cases were identified as records with a primary diagnosis of SCI (ICD-
9-CM code 806.xx and 952.xx).
Analysis
• Each case was matched to two controls based on age and gender
using a greedy match algorithm.
• Chi-square (PROC SURVEYFREQ) and linear regression (PROC
SURVEYREG) were used to compare characteristics of
hospitalizations among patients with SCI to the characteristics of
hospitalizations among control group.
• Linear regression (PROC SURVEYREG) was used for determining
factors predicting total charges, whereas logistic regression (PROC
SURVEYLOGISTIC) was used to determine factors predicting
mortality.
BACKGROUND
• Spinal cord injury (SCI) refers to the acute traumatic lesion of the
nervous elements in the spinal cord or cauda equina leading to loss in
the functions of the nervous system.1
• The incidence of SCIs in the United States (US) has been estimated
to be around 12,000 cases per year.1
• SCIs pose a significant economic burden. The total annual costs
attributable to SCIs are approximately $9.7 billion in the US.2,3
• A SCI is a medical emergency. Nearly all SCI patients, who survive
the initial trauma, undergo hospitalization.4
• The true hospitalization burden among patients with SCI is currently
unknown.
POSTER PSU37 - ISPOR 17th ANNUAL INTERNATIONAL MEETING JUNE, 2012
RESULTS
REFERENCES
RESULTS
• In 2009, there were 11,848 hospitalizations associated with SCI in
the US (Table 1).
• In comparison to patients in the control group, those with SCI had
higher LOS (~ 2.5 times), mortality rate (~ 1.3 times), and total
hospitalization charges (~ 4 times).
• Age (patients < 60 years), region of the hospital (west vs. south),
primary payer (private insurance vs. self pay), hospital size (large vs.
small) , hospital location (rural vs. urban), discharge disposition
(other facilities vs. routine), higher number of diagnoses on the
record and higher LOS were associated with higher total
hospitalization charges.
• Age (patients ≥ 60 years), gender (male vs. female), primary payer
(private insurance vs. self pay), and higher number of diagnoses on
the record, were associated with increased likelihood of mortality
among patients with SCI.
• The most common procedures performed on patients with SCI were
spinal refusion, operations on the spine, plastic operations on the
spinal cord, excision of bone for graft, and implantation of other
musculoskeletal devices and substances.
• The total economic burden of SCI-related hospitalizations was
~ $1.7 billion in 2009.
• Inpatient costs, LOS, and mortality were significantly higher among
individuals with SCI as compared to those without SCI.
• Patient, hospital and discharge level characteristics predicted
outcomes of SCI-related hospitalizations.
• Policy makers can use these findings for efficient and rational
resource allocation to better serve the needs of patients with SCI.
1. National Spinal Cord Injury Statistical Center. Available at:
https://www.nscisc.uab.edu/public_content/nscisc_database/definition_eligibility.aspx.
Accessed November 02, 2011.
2. Berkowitz M, O’Leary PK, Kruse DL, Harvey C. Spinal Cord Injury: An Analysis of Medical and
Social Costs. New York: Demos Medical Publishing, 1998.
3. French DD, Campbell RR, Sabharwal S, Nelson AL, Palacios PA, Gavin-Dreschnack D. Health
care costs for patients with chronic spinal cord injury in the Veterans Health Administration. J
Spinal Cord Med 2007;30:477-481.
4. Buechner JS, Speare MC, Fontes J. Hospitalizations for spinal cord injuries, 1994-1998. Med
Health R I 2000;83:92-93.
Table 1. Characteristics of the study samplea
Variable Patients with
SCI
Patients
without SCI P
Patient characteristics Age (Years)
18 – 29 1,998 (16.9) 4,061 (16.9)
30 – 39 1,345(11.4) 2,773 (11.5)
40 – 49 1,789 (15.1) 3,661(15.2)
50 – 59 2,152 (18.2) 4,365 (18.2)
≥60 4,563 (38.5) 9,186 (38.2)
Gender
Female 3,610 (30.5) 7,337 (30.5)
Male 8,238 (69.5) 16,708 (69.5)
Median household income
$0-$38,999 3,025 (26.7) 6,630 (28.8) 0.5857
$39,000-$47,999 3,217(28.4) 6,167 (26.8)
$48,000-$62,999 2,760(24.4) 5,683 (24.7)
≥$63,000 2,321 (20.5) 4,547 (19.8)
Primary payer
Public 5,129 (43.3) 12,554 (52.3) <0.0001
Private insurance 4,518 (38.1) 7,765 (32.3)
Other 1,202 (10.1) 2,254 (9.4)
Self pay 999 (8.4) 1,467 (6.1)
Hospital characteristics Region of hospital
Northeast 2,408 (20.3) 4,981(20.8) 0.7646
Midwest 2,630 (22.2) 5,630 (23.5)
West 4,294(36.2) 8,988 (37.4)
South 2,516(21.2) 4,437 (18.5)
Hospital size
Large 427 (3.7) 2,598 (10.9) <0.0001
Medium 2,754 (22.5) 5,540 (23.44)
Small 8,448 (73.8) 15,503 (66.57)
Location of hospital
Rural 496 (4.3) 2,706 (11.45) 0.0009
Urban 19,953 (95.7) 20,935 (88.55)
Teaching status of hospital
Nonteaching 2,875 (25.1) 12,365 (52.3) <0.0001
Teaching 8,574 (74.9) 11,277 (42.7)
Discharge characteristics Discharge disposition, n
(%)
Routine 3,257 (27.5) 16,924 (70.4) < 0.0001
Died 682 (5.8) 544 (2.3)
Otherb 7,909 (66.8) 6,578 (27.4)
Length of stay , mean (SE) 12.37 (0.5) 4.93 (0.1) < 0.0001
Total charges, mean (SE) 142,366
(7,430.5)
35,011
(1,048.9) < 0.0001
Number of procedures on
this record, mean (SE) 4.84 (0.2) 1.66 (0.0) < 0.0001
Total hospitalizations 11,848 24,046
aAll estimates are weighted. bThe category “Other” consisted of transfer to short-term hospital, transfer to other facility, home
health care, against medical advice, and discharged alive to unknown destination.
Table 2. Predictors of total charges and mortality for
hospitalizations associated with spinal cord injury Variable βb P Odds ratioc P
Age (Years)
18 – 29 57,851.55 <0.0001 0.163 <0.0001
30 – 39 50,272.11 <0.0001 0.284 0.0025
40 – 49 41,267.34 <0.0001 0.231 0.0002
50 – 59 23,531.01 0.0035 0.314 0.0004
≥ 60 Ref Ref
Gender
Female -4,896.19 0.3273 1.571 0.0381
Male Ref Ref
Median household income
$0-$38,999 -9,355.13 0.4358 1.245 0.5221
$39,000-$47,999 -6,548.50 0.4239 1.129 0.6704
$48,000-$62,999 -5,065.29 0.5239 0.851 0.6006
≥ $63,000 Ref Ref
Region of hospital
Northeast 31,114.60 0.1741 1.320 0.3864
Midwest 13,635.78 0.2468 0.784 0.3591
West 76,210.58 <0.0001 1.136 0.6788
South Ref Ref
Primary payer
Public 14,543.13 0.1882 0.650 0.2353
Private insurance 25,161.13 0.0045 0.447 0.0246
Other 22,565.04 0.1066 0.653 0.3422
Self pay Ref Ref
Hospital size
Large 36,634.39 0.0188 1.388 0.5618
Medium 37,786.85 0.0372 1.939 0.2580
Small Ref Ref
Location of hospital
Rural 35,962.52 0.0044 0.513 0.2348
Urban Ref Ref
Teaching status of hospital
Nonteaching 20,695.24 0.0610 0.660 0.1839
Teaching Ref Ref
Discharge dispositiond
Died 36,015.18 0.0124 - -
Other 41,322.47 <0.0001 -
Routine Ref -
Number of diagnoses on the
record 5,276.40 <0.0001 1.085 0.0006
Length of stay 5,627.05 <0.0001 0.987 0.4364
aAll estimates are weighted. bObtained from the multiple regression analysis conducted to determine the predictors of the
total charges for SCI-related hospitalizations. cObtained from logistic regression analysis conducted to determine the predictors of in-hospital
mortality among patients with SCI. dDischarge disposition was collapsed into three categories: died, other and routine.
Author’s Contact: [email protected]