Abstract
Study design:
This is a cohort study with 1-year follow-up.
Objectives:
The aim of this study was to examine 1-year rehospitalization rates following spinal cord injury (SCI) onset and health system factors affecting rehospitalization.
Methods:
All persons who had an acute care hospitalization for traumatic SCI in Ontario between 1 April 2003 and 31 March 2006 were identified according to International Classification of Diseases, Tenth Revision codes and followed for 1 year following acute care discharge through record linkage of administrative databases. Index cases with an SCI admission the year before 2003 as well as persons who died within 1 year after the index hospitalization were excluded from the analysis. Factors associated with 1-year rehospitalization were assessed using multivariate logistic regression analyses and included age, sex, rurality, length of stay, comorbidity, level of injury, discharge disposition, in-hospital complication, physician visits and specialist visits measure and etiology of injury.
Results:
A total of 559 individuals met the inclusion criteria and 27.5% (n=154) were rehospitalized 1 year after initial acute care discharge. Factors significantly associated with 1-year rehospitalization were length of stay, rural residence, 50+ outpatient physician visits and 50+ specialists visits following the index admission. The main causes of rehospitalization were musculoskeletal, respiratory, gastrointestinal and urological disorders.
Conclusion:
This study presents recent data on rehospitalization and yet rehospitalization rates continue to remain high. Our findings have significant implications for healthcare policy and planning in Ontario, Canada with respect to the management of SCI to achieve optimal health outcomes, in particular in rural areas.
Similar content being viewed by others
Introduction
Rehospitalization following spinal cord injury (SCI) has been studied in a number of countries including the United States, Canada,1 Turkey,2 Britain, the Netherlands,3 Italy4 and Australia (Table 1).5 These studies have reported that approximately one-third of persons with a traumatic SCI will be rehospitalized each year.6 These hospitalizations are not only costly to the healthcare system but also to the individual with SCI in terms of increased difficulty in obtaining or sustaining employment or becoming involved in other gainful or leisure activities and a reduced quality of life.6 Examining the rates of and increasing our understanding of the reasons for rehospitalization is important for identifying those at greatest risk to predict the use of inpatient resources and develop preventive strategies in the long term. The US Model Systems programs have attributed the decline in annual rehospitalization rates and in length of stay (LOS) to advances in prevention of secondary medical complications and improved treatment efficiency.7 However, as LOS decreases, the potential for increased rehospitalization becomes a concern. Also, for persons with SCI, rehospitalization is a major obstacle to independent living and maintaining gainful employment.8
There are a number of methodological limitations with the prior studies. First, most are cross sectional and report rehospitalizations using individuals with varying lengths of time since injury. Two, many are reporting on a single center or healthcare provider thereby limiting generalizability.2, 6, 14 Three, some have relied on patient surveys and may be subject to recall bias.4, 7, 9, 12, 15 Another issue affecting studies examining rehospitalization is the recency of the cohort. The study by Dryden et al. identified cases over the 2-year period 1 April 1992 to 31 March 1994 and thus may not reflect improvements in the treatment of SCI in the last 14 years. Similar to this study we overcome the issue of generalizability by using a population-based cohort study of traumatic SCI in Ontario, Canada. The main objective was to examine 1-year rehospitalization rates following onset of SCI and health system factors affecting rehospitalization. We limited our analyses of rehospitalization to the first year after discharge because rates are higher in the first year.11 This is the final study in a three-part investigation of SCI incidence, healthcare utilization and rehospitalization in Ontario, Canada.
Materials and methods
Setting
Ontario is located in central Canada and is the most populous province representing 40% of the Canadian population or 11 million inhabitants. Ontario has a universal publicly funded healthcare system.
Data sources
The administrative healthcare databases in Ontario allowed for selection of cases, determination of individual and health system factors and outcome ascertainment. Hospitalization records were obtained from the Canadian Institute for Heath Information Discharge Abstract Database, which contains a detailed record of all hospital admissions from over 200 hospitals in Ontario. Each record in the data set contains a patient's health card number, age, sex, postal code, date of admission, date of discharge, most responsible diagnostic codes as well as secondary and tertiary diagnostic codes based on International Classification of Diseases, Tenth Revision (ICD-10) codes. The Ontario Health Insurance Plan provided physician billing information for outpatient visits, and the Ontario Registered Persons Database contained basic demographic and vital statistics information, including death date, for each Ontario resident. The National Ambulatory Care Resource System database provided information on all visits to emergency departments (EDs). All patients discharged to short-term and long-term subacute care were identified in the National Rehabilitation Reporting System (short stay inpatient rehabilitation) and the Continuing Care Reporting System (chronic care rehabilitation). All databases were linked anonymously using encrypted individual health card numbers. This study was approved by the Institute for Clinical Evaluative Sciences and the research ethics board of the Sunnybrook Health Sciences Centre.
SCI cases
Cases included in this retrospective cohort study were patients admitted to Ontario hospitals between 1 April 2003 and 31 March 2006 for a traumatic SCI. Index cases were identified from acute care hospitalization records using the following ICD-10 diagnostic codes for SCI: injury to cervical spinal cord (S14.0, S14.10, S14.11, S14.12, S14.13, S14.18, S14.19), injury to the thoracic spinal cord (S24.0, S24.10, S24.11, S24.12, S24.13, S24.18, S24.19), injury to lumbar spinal cord (S34.0, S34.10, S34.11, S34.12, S34.13, S34.18, S34.19), other SCI S34.30 (laceration of cauda equine), S34.38 (other and unspecified injury of cauda equine), T06.0 (injuries of brain and cranial nerves with injuries of nerves and spinal cord at neck level) and T06.1 (injuries of nerves and spinal cord involving other multiple body regions). Records were excluded if age at index admission for SCI <18 years, gender was missing, record of traumatic SCI in the year before 1 April 2003, index admission was not at an SCI center, discharged after March 2006, if the individual died within 1 year after index discharge.
Variables
Information abstracted from these databases was categorized as individual, health system and outcome variables. Individual variables included age, sex, injury level, concurrent traumatic brain injury (TBI) and Charlson Comorbidity Index. The Charlson index is the most well-known index of comorbidity and has been validated in administrative databases.16, 17, 18 Charlson used statistical methodology to determine and then weigh the 16 illnesses that most predicted 1-year mortality to produce a summative scale that yields a continuous variable from 0 to 31. The scores are typically skewed far right, because most patients have a score of zero. The Charlson index is widely used in all aspects of outcome research and has been translated to an administrative data format.19 Variables categorized as healthcare system and healthcare utilization included in-hospital complication, acute care LOS for index injury, direct discharge to short-stay or long-stay rehabilitation, ED visits, total number of outpatient physician visits during 1-year follow-up after acute care discharge (all inpatient visits were excluded) by various physician specialties (all specialists, physiatrists, neurosurgeons, urologists, internists and family physicians) and rurality. The Rurality Index of Ontario (RIO) is made up of 10 components that include measures of population size, travel times to referral centers, population to general practitioner (GP) ratios, availability of ambulance and other services, weather conditions, hospital presence and social indicators. The RIO is a scaled index between 0 and 100. Values ⩽45 are categorized as urban and >45 are categorized as rural.20 The primary outcome of this study was readmission to an acute care hospital within 1 year following an index admission for SCI. ICD-10 codes were examined at readmission to review reasons for readmission and to determine if the admission was due to secondary complications of SCI. ICD-10 codes were examined at readmission (1 year post-index admission) to review the main reasons for readmission and to determine if the admission was due to secondary complications of SCI. The physiatrist (CC) on our team grouped these codes by system.
Data analysis
Descriptive statistics were first employed to characterize those readmitted and not readmitted. Multivariate logistic regression analyses were used to model readmission rate to determine factors associated with readmission. All analyses were performed using SAS for UNIX, version 8.2 (SAS Institute, Cary, NC, USA). All statistical tests were performed at the 5% level of significance and were two sided.
Results
A total of 559 incident SCI cases eligible for readmission were identified. During the 1-year follow-up period, 27.5% (n=154) patients were rehospitalized in acute care. Table 2 compares the individual level characteristics of the rehospitalized and not rehospitalized groups. Statistically significant differences were seen for age and comorbidity. Compared to their non-readmitted counterparts, readmitted patients were older (50.12 years vs 46.17 years, P=0.024), and a greater proportion had higher comorbidity scores (Charlson score of 3+) (9.1 vs 2.9%, P<0.001).
Table 3 compares those rehospitalized and not rehospitalized on acute care and access to care variables. Patients with SCI who were rehospitalized had a significantly longer mean acute care LOS during their initial hospitalization (31.58 vs 17.91 days, P<0.001), a higher rate of in-hospital complications (41.0 vs 55.2%) and were less likely to be discharged directly home. Patients with SCI who were rehospitalized had significantly higher healthcare utilization. They had twice as many total physician and visits with specialists than their not-rehospitalized counterparts. The mean number of total outpatient physician visits was 49.6 for the rehospitalized group (vs 25.8 for the not-rehospitalized group). The multivariate logistic regression analysis identified four factors that were statistically significantly associated with rehospitalization: longer acute care LOS, living in a rural area, having 50 or more physician visits or specialist visits (Table 4). Patients with SCI living in a rural area were twice as likely (OR=1.94) to be rehospitalized. Patients with 50 or more physician visits or specialist visits were three and four times more likely to be rehospitalized (OR=2.95 for 50+ specialist visits; OR=3.69 for 50+ physician visits). We also reviewed diagnoses codes to determine the reasons for rehospitalization. The main reasons identified were musculoskeletal, respiratory, gastrointestinal and urological disorders, all associated secondary complications of SCI. These results are reported in Table 5.
Discussion
Readmission rates following SCI are high following initial rehabilitation ranging from 19 to 57%.11, 21, 22 We found a 1-year rehospitalization rate of 27.5% and that longer length of acute care stay, living in a rural area and 50 or more physician visits or specialist visits were significantly associated with rehospitalization. These findings indicate that patients with SCI who are rehospitalized after their acute care stay are extremely high users of physician services; the average rehospitalized patient had weekly outpatient physician visits. The main reasons for these rehospitalizations were secondary complications. The frequency of follow-up visits may reflect unease with pressures to reduce acute care and rehab LOS among medically complex patients.
There have been two studies, Australian and Canadian, that have used record linkage to examine rehospitalization following SCI.1, 5 In the Australian study, Middleton et al., using data with the Royal North Shore Hospital SCI Database in New South Wales from 1989–1990 to 1999–2000 in 432 patients, reported an overall rehospitalization rate in the first 12 months after discharge of 36%. In the Canadian study, the cases were from 1992 and 1994 and, in the first year following discharge, 22.5% were rehospitalized, which is similar to the current study. This data are also consistent with the study of Johnson et al.12 that reported that 27.2% of SCI survivors (1 January 1986 and 31 December 1993) in Colorado were rehospitalized in the first year after injury. Similarly, in a cross-sectional study using the US Model SCI System (MSCIS), 26% of patients 1–7 years after injury were hospitalized at least once in the previous year.6
Higher rates of rehospitalization have been reported in other studies. Davidoff et al.10 studied all patients with SCI aged 18 years and older admitted to hospital between 1 January 1983 and 31 December 1987 in a regional MSCIS. Of those not lost to follow-up at 1 year, 39% were readmitted at least once.10 Eastwood et al.15 in a study of 3904 persons discharged from 18 MSCISs from 1990 to 1997 with 1-year follow-up reported an increase in rehospitalization from 29.4 to 38.4%. Similarly, Cardenas et al.7 using more recent data from 16 MSCISs on 8669 persons between 1995 and 2002 reported that the average rate of rehospitalization in year 1 was 55% and between 36 and 38% at the 5-, 10-, 15-, and 20-year follow-ups. Whereas in a study of 1250 male veterans with traumatic SCI between 1970 and 1986 who utilized Veterans Affairs inpatient facilities in the United States at least once within 1 year of their SCI, between 42 and 50% were rehospitalized within the first year after injury.14 These higher rates in single centers may reflect a more severely injured patient population. Recently, Dorsett and Geraghty11 conducted chart reviews and interviews for 51 patients who were consecutively discharged between November 1992 and March 1994. The overall rehospitalization rate was about 25% in the first year, 33% by the second year and 52% by the 10th year.
Secondary complications are the main reasons for rehospitalization. They are similar across all studies and include respiratory, skin and urinary conditions and spinal surgery to repair or replace hardware.1, 3, 4, 5, 7, 8, 9, 11, 12, 13 Many of these complications are considered preventable. Studies have also examined factors associated with rehospitalization. However, it is difficult to compare factors across studies as there have been changes in SCI treatment practices over time and significant differences with respect to study population definitions, age distributions, variables measured and controlled for in the analyses, definitions of rehospitalization, measures of rehospitalization as well as loss to follow-up. Yet, there are some interesting findings. Davidoff et al.10 showed that a readmitted group was less educated and had a substantially longer initial rehabilitation LOS, which is similar to what we found for acute care. Cardenas et al.7 also examined the association between rehospitalization and demographics, injury severity, payer sources, LOS, discharge functional status and discharge residence.7 There were no significant differences by age; and at year 1, the only two significant predictors of rehospitalization were lower motor Functional Independence Measure at discharge from acute rehabilitation and payer (state or federal programs, OR=1.5 and health maintenance organizations, OR=1.4) compared to those with private insurance. In some studies, older age does not appear to be predictor.6, 8, 10 In our study, age 70 years and older approached statistical significance. Charlifue et al.9 found a significant effect of older age on rehospitalization among 7981 people with traumatic SCI between 1973 and the end of 1998 in the US National SCI Database. The number of rehospitalizations at year 5 was predicted by being older at injury, unmarried at time of injury, having an indwelling catheter, having a more severe SCI and having been hospitalized 5 years earlier. Other studies also found that having an indwelling catheter predicted rehospitalization.6, 15, 23
Our study had a number of limitations. We examined acute care rehospitalizations only and not readmissions to inpatient rehabilitation. We do not have detailed information on the reason for the rehospitalization and no information on whether the cause was patient or provider initiated. Similarly, we do not have information on American Spinal Injury Association Impairment Scale (AIS) classification or ASIA scores, and therefore cannot make comparisons by impairment severity, nor data on functional outcomes. As the data used were administrative, we have no information on the effects of psychosocial factors, health-related quality of life, education or reported unmet care needs.
Our findings are significant in that they suggest that rehospitalization rates within the first year following injury have not changed in the last 14 years in Canada with about 1 in 4 persons with traumatic SCI being rehospitalized in a year. A possible explanation is that as progress in medical and rehabilitation treatment improves, and LOS decreases, patients with more complex needs are surviving,13 which could increase the need for readmission and thus explain why there has not been a decrease in the proportion of patients rehospitalized. Thus, the high rate of physician and specialist utilization and the main reasons for rehospitalization being secondary complications indicate that current care practices are not preventing or treating these complications adequately. This is of particular concern in rural areas where there is even less access to healthcare services. Alternately, patients are being followed closely in the community, and subtle/acute changes in health prompt appropriate acute care admission for management of secondary health complications. Future research needs to provide a greater understanding of factors at the individual, healthcare provider and health system level contributing to these rehospitalizations before effective preventive strategies could be implemented that will in the long term improve the quality and cost of care for persons with SCI.
References
Dryden DM, Saunders LD, Rowe BH, May LA, Yiannakoulias N, Svenson LW et al. Utilization of health services following spinal cord injury: a 6-year follow-up study. Spinal Cord 2004; 42: 513–525.
Paker N, Soy D, Kesiktaş N, Nur Bardak A, Erbil M, Ersoy S et al. Reasons for rehospitalization in patients with spinal cord injury: 5 years’ experience. Int J Rehabil Res 2006; 29: 71–76.
Bloemen-Vrencken JH, de Witte LP, Post MW, Pons C, van Asbeck FW, van der Woude LH et al. Comparison of two Dutch follow-up care models for spinal cord-injured patients and their impact on health problems, re-admissions and quality of care. Clin Rehabil 2007; 21: 997–1006.
Franceschini M, Di Clemente B, Rampello A, Nora M, Spizzichino L . Longitudinal outcome 6 years after spinal cord injury. Spinal Cord 2003; 41: 280–285.
Middleton JW, Lim K, Taylor L, Soden R, Rutkowski S . Patterns of morbidity and rehospitalisation following spinal cord injury. Spinal Cord 2004; 42: 359–367.
Ivie III CS, DeVivo MJ . Predicting unplanned hospitalizations in persons with spinal cord injury. Arch Phys Med Rehabil 1994; 75: 1182–1188.
Cardenas DD, Hoffman JM, Kirshblum S, McKinley W . Etiology and incidence of rehospitalization after traumatic spinal cord injury: a multicenter analysis. Arch Phys Med Rehabil 2004; 85: 1757–1763.
Meyers AR, Feltin M, Master RJ, Nicastro D, Cupples A, Lederman RI et al. Rehospitalization and spinal cord injury: cross-sectional survey of adults living independently. Arch Phys Med Rehabil 1985; 66: 704–708.
Charlifue S, Lammertse DP, Adkins RH . Aging with spinal cord injury: changes in selected health indices and life satisfaction. Arch Phys Med Rehabil 2004; 85: 1848–1853.
Davidoff G, Schultz JS, Lieb T, Andrews K, Wardner J, Hayes C et al. Rehospitalization after initial rehabilitation for acute spinal cord injury: incidence and risk factors. Arch Phys Med Rehabil 1990; 71: 121–124.
Dorsett P, Geraghty T . Health-related outcomes of people with spinal cord injury—a 10 year longitudinal study. Spinal Cord 2008; 46: 386–391.
Johnson RL, Gerhart KA, McCray J, Menconi JC, Whiteneck GG . Secondary conditions following spinal cord injury in a population-based sample. Spinal Cord 1998; 36: 45–50.
Vaidyanathan S, Soni BM, Gopalan L, Sett P, Watt JW, Singh G et al. A review of the readmissions of patients with tetraplegia to the Regional Spinal Injuries Centre, Southport, United Kingdom, between January 1994 and December 1995. Spinal Cord 1998; 36: 838–846.
Samsa GP, Landsman PB, Hamilton B . Inpatient hospital utilization among veterans with traumatic spinal cord injury. Arch Phys Med Rehabil 1996; 77: 1037–1043.
Eastwood EA, Hagglund KJ, Ragnarsson KT, Gordon WA, Marino RJ . Medical rehabilitation length of stay and outcomes for persons with traumatic spinal cord injury—1990–1997. Arch Phys Med Rehabil 1999; 80: 1457–1463.
Charlson M, Pompei P, Ales K, Mackenzie R . A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chron Dis 1987; 40: 373–383.
Deyo RA, Cherkin DC, Ciol MA . Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 1992; 45: 613–619.
Rochon PA, Katz JN, Morrow LA, McGlinchey-Berroth R, Ahlquist MM, Sarkarati M et al. Comorbid illness is associated with survival and length of hospital stay in patients with chronic disability: a prospective comparison of three comorbidity indices. Med Care 1996; 34: 1093–1101.
Hall SF, Groome PA, Streiner DL, Rochon PA . Interrater reliability of measurements of comorbid illness should be reported. J Clin Epidemiol 2006; 59: 926–933.
Kralj B . Measuring ‘rurality’ for purposes of health-care planning: an empirical measure for Ontario. Ont Med Rev 2000; 67: 37–40.
Craig A, Hancock K, Dickson H . Improving the long-term adjustment of spinal cord injured persons. Spinal Cord 1999; 37: 345–350.
Pershouse K, Cox R, Dorsett P . Hospital readmission in the first two years after initial rehabilitation for acute spinal cord injury. Top Spinal Cord Int Rehabil 2000; 6: 23–33.
DeVivo MJ, Krause JS, Lammertse DP . Recent trends in mortality and causes of death among persons with spinal cord injury. Arch Phys Med Rehabil 1999; 80: 1411–1419.
Acknowledgements
This research was supported by a grant from the Ontario Neurotrauma Foundation (ONF). Dr Jaglal is the Toronto Rehabilitation Institute Chair at the University of Toronto in Health Services Research. Dr Couris postdoctoral fellowship was supported by the Toronto Rehabilitation Institute and the University of Toronto. We acknowledge the support of Toronto Rehabilitation Institute that receives funding under the Provincial Rehabilitation Research Program from the Ministry of Health and Long-Term Care in Ontario. The views expressed do not necessarily reflect those of the Ministry.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Jaglal, S., Munce, S., Guilcher, S. et al. Health system factors associated with rehospitalizations after traumatic spinal cord injury: a population-based study. Spinal Cord 47, 604–609 (2009). https://doi.org/10.1038/sc.2009.9
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/sc.2009.9
Keywords
This article is cited by
-
Development of a comprehensive assessment tool to measure the quality of care for individuals with traumatic spinal cord injuries
Spinal Cord Series and Cases (2023)
-
Causes and length of stay of readmission among individuals with traumatic spinal cord injury: a prospective observational cohort study
Spinal Cord (2023)
-
The primary and secondary causes of hospitalizations during the first five years after spinal cord injury
Spinal Cord (2022)
-
Prescription medications dispensed following a nontraumatic spinal cord dysfunction: a retrospective population-based study in Ontario, Canada
Spinal Cord (2021)
-
Trajectories of Rehabilitation across Complex Environments (TRaCE): design and baseline characteristics for a prospective cohort study on spinal cord injury and acquired brain injury
BMC Health Services Research (2019)