Healthcare Utilization in Quebec Immigrants and Non-Immigrants with Chronic Hepatitis C Infection

 
H
EALTHCARE
 
UTILIZATION
 
IN
 Q
UEBEC
IMMIGRANTS
 
AND
 
NON
-
IMMIGRANTS
WITH
 
CHRONIC
 
HEPATITIS
 C 
INFECTION
 
Rhiannon Kamstra
M.Sc. Student
McGill EBOH 50
th
 Anniversary
May 1
st
, 2015
 
Supervisor:
Dr. Christina Greenaway
Thesis committee:
Dr. Laurent Azoulay
Dr. Marina Klein
Dr. Russell Steele
Chronic Hepatitis C
 
30%
develop liver
disease in
20-30 years
HCC
Cirrhosis
Liver
failure
Transplant
 
Up to 
85%
 of people infected by
Hepatitis C Virus become
chronically infected
 
2
 
WHO Guidelines (April 2014)
Transmission
 
B
LOOD
 
PRODUCTS
Pre-screening era
 
I
NJECTION
 
DRUG
 
USE
 
M
EDICAL
PROCEDURES
 
6
0
%
o
f
 
n
e
w
 
c
a
s
e
s
 
i
n
C
a
n
a
d
a
 
3
0
0
k
 
c
a
s
e
s
/
y
e
a
r
f
r
o
m
 
u
n
s
a
f
e
 
i
n
j
e
c
t
i
o
n
s
 
3
Burden
 
350k
 
global deaths per year
 
185 million
 
infections worldwide
 
250,000
 
Canadians infected
 
At least 35% of cases are undetected
 
4
 
Mohd Hanafiah et al. Hepatology (2013)
Lavanchy D. Liver Int. (2009)
Hepatitis C In Canada: 2005-2010 Surveillance Report (PHAC)
Rising healthcare use
 
Myers et al. Can J Gastroenterol Hepatol (2014)
Hepatitis C In Canada: 10 2005-2010 Surveillance Report (PHAC)
 
Projected 
60% increase in annual costs 
due
to HCV in Canada over the next 20 years
(Myers 2014)
 
5
Immigrants
 
Hepatitis C In Canada: 2005-2010 Surveillance Report (PHAC)
Evolving epidemiology of hepatitis C virus. Lavanchy (2011)
 
Very limited data 
– modelling estimates suggest
20% of cases in Canada occur in immigrants
 
6
 
Often migrate
from regions with
high
prevalence
 
Different 
risk
factors 
and
health status
 
W
HY
?
Inform policy and planning 
with data
about healthcare utilization in the
Quebec HCV-infected population
 
Immigrants are a unique subgroup 
understanding differences will help
prevention and treatment efforts
 
 
Rationale
 
7
Objective
 
Estimate and compare all-cause and
liver-related healthcare utilization for
immigrants and non-immigrants with HCV,
identifying predictors of utilization
 
8
 
9
Study Design
 
Retrospective longitudinal cohort study
Cases ascertained from mandatory reportable disease
database (MADO) from 1998-2007
 
Date of diagnosis
 
Censoring
 
Death
 
Loss of RAMQ
coverage
(>6 months)
 
End of study
Dec. 31, 2007
 
1 year prior
to diagnosis
 
Assess prevalent
comorbidities
 
Measure incident
healthcare utilization
AGE
SEX
LOCATION
COVERAGE
ARRIVAL
 
DATE
COUNTRY
 
OF
 
ORIGIN
 
10
 
Deterministic linkage
RAMQ ID
M
ED
-E
CHO
HOSPITALIZATIONS
DIAGNOSTIC
 
CODES
PROCEDURES
HEALTH
 
SERVICES
DATA
P
HYSICIAN
B
ILLING
OUTPATIENT
 
VISITS
BILLING
 
CODES
 
Deterministic linkage
VISA #
Cohort
Selection
 
11
 
12
Definitions
 
Focused on 
hospitalizations
 as measure of healthcare utilization
Liver-related complications are serious
 
Primary measures of healthcare utilization
Hospital stays (N)
Days in hospital (N)
 
Liver-related
 
hospitalizations 
required 
at least one
 diagnostic
code (ICD 9, ICD 10, or procedure code) to match a specified list
(including cirrhosis, liver transplant, liver cancer)
 
Prevalent comorbidities
 were identified using 
hospitalizations and
physician billing 
using ICD 9 and 10 codes
 
 
 
 
 
13
Analysis
 
Summarize and compare characteristics
of hospitalizations 
in immigrants and non-
immigrants
(e.g., mean N per subject, rate per 100PY,
length of stay, reason for stay)
Examined influence of demographic
differences 
on rate of hospitalizations in
immigrants/non-immigrants using
negative binomial modelling
 
 
 
 
 
1
2
 
14
Demographics
 
Immigrants
accounted for
9% of cases
 
Time from arrival to diagnosis was 9.8 ± 6.9 years
 
N = 20,139 cases (1998-2007)
Median follow-up: 
3.9 years (immigrants)
   
4.8 years (non-immigrants)
 
26%
 originated from
East Asia/Pacific
(most common region of origin)
 
15
Demographics
 
Immigrants
Older
 
at diagnosis 
(47.6 years vs. 43.2 years)
Only 53% male 
(vs. 68%)
78% 
located in 
Montreal 
(vs. 38%)
 
Drug/alcohol related
4-10x
 more common in
non-immigrants
 
More frequent in
immigrants 
at
baseline
16
All-cause hospitalizations
Most subjects were 
never hospitalized 
during follow-up.
Non-immigrants
 had a higher burden of 
all-cause 
hospitalizations
 
49.3%
 of
non-immigrants
ever hospitalized
 
Stays per subject and per person-time
higher in non-immigrants
 
17
All-cause hospitalizations
 
Non-immigrants
Category of primary diagnosis
% of all hospitalizations
 
Immigrants
 
Liver/viral hepatitis
11.6%
 
Nervous system/
sense organs
10.2%
 
Pregnancy/childbirth
8.7%
 
Mental disorders
20.5%
 
Injury & poisoning
10.3%
 
Digestive system (excl. liver)
8.7%
18
Liver-related hospitalizations
 
7.2% 
of subjects contributed 
all liver-related stays
Liver-related hospitalization was 
similar for immigrants and
non-immigrants 
despite comorbidities
Most 
in-hospital deaths
 in
 
immigrants were liver-related (57.9% vs. 41.8%)
 
19
Modelling
 
What
 is driving similar rates of liver-related
hospitalization vs. different all-cause
 
All-cause hospitalizations
20
Modelling
What
 is driving similar rates of liver-related
hospitalization vs. different all-cause
 
Relative rate of liver-related
affected by different 
age and
sex distribution
Liver-related hospitalizations
 
21
Discussion
 
Immigrants are different 
– implications for
prevention and treatment
 
Non-immigrants
 have 
more all-cause
hospitalization but 
similar liver-related
Despite more prevalent risk factors for progression (alcohol,
HIV)
 
Suggests 
other drivers 
of liver-related in immigrants
Older age (late detection)
 
22
Main limitations
 
Passive detection and reporting
Symptom-based screening
Determined by care-seeking
 
Non-linkage 
– 20% non-linkage to RAMQ
 
Limited accuracy of diagnostic coding
Defining liver-related stays, comorbidities
Detection depends on care seeking
 
Reference group
 
23
Acknowledgements
 
Supervisor: 
Dr. Chris Greenaway
 
Thesis committee members:
Dr. Laurent Azoulay
Dr. Marina Klein
Dr. Russ Steele
 
Members of the Greenaway team:
Alain, Viet, Nour & Catherine
McGill and LDI staff
 
24
References &
Resources
 
Lavanchy, D. "The global burden of hepatitis C." 
Liver International
 29.s1 (2009): 74-81.
Lavanchy, D. "Evolving epidemiology of hepatitis C virus." 
Clinical Microbiology and
Infection
 17.2 (2011): 107-115.
Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional
mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis
for the Global Burden of Disease Study 2010. The Lancet. 2012; 
380
(9859): 2095-128.
Mohd Hanafiah K, Groeger J, Flaxman AD, Wiersma ST. Global epidemiology of hepatitis C
virus infection: New estimates of age-specific antibody to HCV seroprevalence. Hepatology.
2013; 
57
(4): 1333-42.
Myers, Robert P., et al. "Burden of disease and cost of chronic hepatitis C virus infection in
Canada." 
Canadian journal of gastroenterology & hepatology
28.5 (2014): 243.
Public Health Agency of Canada. Hepatitis C in Canada: 2005-2010 Surveillance Report;
2012. (Online)
Remis RS. Modelling the incidence and prevalence of hepatitis C infection and its sequelae in
Canada, 2007. Health Canada, Ottawa: Final report. 2007.
World Health Organization (WHO). 
Guidelines for the screening, care and treatment of
persons with hepatitis C infection. April 2014. (Online)
 
 
 
25
Questions
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This study, supervised by Dr. Christina Greenaway, aims to estimate and compare healthcare utilization in Quebec immigrants and non-immigrants diagnosed with chronic Hepatitis C infection. The research seeks to identify predictors of all-cause and liver-related healthcare utilization. With rising healthcare costs projected due to HCV, understanding differences in healthcare use between these groups can inform policy-making and treatment efforts. Immigrants, often from high-prevalence regions, form a unique subgroup within the HCV-infected population. The study addresses the need for data on healthcare utilization in this context.

  • Healthcare Utilization
  • Quebec
  • Immigrants
  • Chronic Hepatitis C
  • Infection

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  1. HEALTHCAREUTILIZATIONIN QUEBEC IMMIGRANTSANDNON-IMMIGRANTS WITHCHRONICHEPATITIS C INFECTION Supervisor: Dr. Christina Greenaway Thesis committee: Dr. Laurent Azoulay Dr. Marina Klein Dr. Russell Steele Rhiannon Kamstra M.Sc. Student McGill EBOH 50th Anniversary May 1st, 2015

  2. Chronic Hepatitis C Up to 85% of people infected by Hepatitis C Virus become chronically infected Cirrhosis 30% develop liver disease in 20-30 years HCC Liver failure Transplant 2 WHO Guidelines (April 2014)

  3. Transmission 300k cases/year from unsafe injections MEDICAL PROCEDURES BLOODPRODUCTS Pre-screening era 60% of new cases in Canada INJECTIONDRUGUSE 3

  4. Burden 350k 185 million infections worldwide 250,000 global deaths per year Canadians infected At least 35% of cases are undetected Mohd Hanafiah et al. Hepatology (2013) Lavanchy D. Liver Int. (2009) Hepatitis C In Canada: 2005-2010 Surveillance Report (PHAC) 4

  5. Rising healthcare use Projected 60% increase in annual costs due to HCV in Canada over the next 20 years(Myers 2014) 5 Myers et al. Can J Gastroenterol Hepatol (2014) Hepatitis C In Canada: 10 2005-2010 Surveillance Report (PHAC)

  6. Immigrants Often migrate from regions with high prevalence Different risk factors and health status Very limited data modelling estimates suggest 20% of cases in Canada occur in immigrants 6 Hepatitis C In Canada: 2005-2010 Surveillance Report (PHAC) Evolving epidemiology of hepatitis C virus. Lavanchy (2011)

  7. Rationale WHY? Inform policy and planning with data about healthcare utilization in the Quebec HCV-infected population Immigrants are a unique subgroup understanding differences will help prevention and treatment efforts 7

  8. Objective Estimate and compare all-cause and liver-related healthcare utilization for immigrants and non-immigrants with HCV, identifying predictors of utilization 8

  9. Study Design Retrospective longitudinal cohort study Cases ascertained from mandatory reportable disease database (MADO) from 1998-2007 Loss of RAMQ coverage (>6 months) Death 1 year prior to diagnosis End of study Dec. 31, 2007 Date of diagnosis Censoring Assess prevalent comorbidities Measure incident healthcare utilization 9

  10. Deterministic linkage RAMQ ID AGE SEX LOCATION COVERAGE PHYSICIAN BILLING OUTPATIENTVISITS BILLINGCODES Deterministic linkage VISA # MED-ECHO HOSPITALIZATIONS DIAGNOSTICCODES PROCEDURES ARRIVALDATE COUNTRYOFORIGIN HEALTHSERVICES DATA 10

  11. Cohort Selection 11

  12. Definitions Focused on hospitalizations as measure of healthcare utilization Liver-related complications are serious Primary measures of healthcare utilization Hospital stays (N) Days in hospital (N) Liver-relatedhospitalizations required at least one diagnostic code (ICD 9, ICD 10, or procedure code) to match a specified list (including cirrhosis, liver transplant, liver cancer) Prevalent comorbidities were identified using hospitalizations and physician billing using ICD 9 and 10 codes 12

  13. Analysis Summarize and compare characteristics of hospitalizations in immigrants and non- immigrants (e.g., mean N per subject, rate per 100PY, length of stay, reason for stay) 1 Examined influence of demographic differences on rate of hospitalizations in immigrants/non-immigrants using negative binomial modelling 2 13

  14. Demographics N = 20,139 cases (1998-2007) Median follow-up: 3.9 years (immigrants) 4.8 years (non-immigrants) Immigrants accounted for 9% of cases 26% originated from East Asia/Pacific (most common region of origin) Time from arrival to diagnosis was 9.8 6.9 years 14

  15. Demographics Immigrants Olderat diagnosis (47.6 years vs. 43.2 years) Only 53% male (vs. 68%) 78% located in Montreal (vs. 38%) Drug/alcohol related 4-10x more common in non-immigrants 30 Immigrants Non-immigrants 25 20 Prevalence (%) More frequent in immigrants at baseline 15 10 5 0 15

  16. All-cause hospitalizations Most subjects were never hospitalized during follow-up. Non-immigrants had a higher burden of all-cause hospitalizations 49.3% of non-immigrants ever hospitalized Stays per subject and per person-time higher in non-immigrants Immigrants N = 1821 Non-immigrants N = 18318 Characteristic p N (%) ever hospitalized Total hospitalizations (N) Mean stays per person (95% CI) Crude rate of stays / 100 PY Mean days per person (95% CI) Crude rate of hospital days / 100 PY 167.3 652 (35.80) 1525 0.84 (0.76-0.92) 22.1 (20.2-24.2) 7.34 (6.31-8.37) 9032 (49.31) 29239 1.60 (1.56-1.64) 37.1 (36.2-38.1) 15.77 (15.01-16.53) 325.7 <.0001 <.0001 <.0001 11.37 16.61 11.51 25.25 Mean length of stay SD (days) 16

  17. All-cause hospitalizations Category of primary diagnosis % of all hospitalizations Immigrants Non-immigrants 1 1 Liver/viral hepatitis 11.6% Mental disorders 20.5% Nervous system/ sense organs 10.2% Injury & poisoning 10.3% 2 2 3 3 Pregnancy/childbirth 8.7% Digestive system (excl. liver) 8.7% 17

  18. Liver-related hospitalizations 7.2% of subjects contributed all liver-related stays Immigrants N = 1821 Non-immigrants N = 18318 Characteristic p N (%) ever hospitalized 142 (7.80) 1299 (7.09) 0.27 Total hospitalizations (N) 286 3164 Mean stays per person (95% CI) 0.16 (0.13-0.19) 0.17 (0.16-0.18) 0.63 Crude rate of stays / 100 PY 6.4 (4.7-8.6) 5.8 (5.3-6.4) Mean days per person (95% CI) 2.32 (1.72-2.92) 2.37 (2.16-2.58) 0.89 Rate of hospital days / 100 PY 52.9 48.8 15.17 21.02 14.04 21.11 Mean length of stay SD (days) Liver-related hospitalization was similar for immigrants and non-immigrants despite comorbidities Most in-hospital deaths inimmigrants were liver-related (57.9% vs. 41.8%) 18

  19. Modelling What is driving similar rates of liver-related hospitalization vs. different all-cause All-cause hospitalizations Univariate Rate ratio, 95%CI Multivariate (Rate ratio, 95%CI Covariate p p Immigrant status Non-immigrant Immigrant Age (cont.) Sex M F REFERENCE 0.60 (0.54-0.65) 1.02 (1.02-1.02) REFERENCE 0.52 (0.47-0.57) 1.02 (1.02-1.02) <.0001 <.0001 <.0001 <.0001 REFERENCE 1.26 (1.16-1.29) REFERENCE 1.28 (1.21-1.34) <.0001 <.0001 19

  20. Modelling What is driving similar rates of liver-related hospitalization vs. different all-cause Liver-related hospitalizations Univariate Rate ratio, 95%CI Multivariate (Rate ratio, 95%CI Covariate p p Immigrant status Non-immigrant Immigrant Age (cont.) Sex M F REFERENCE 1.10 (0.80-1.49) 1.09 (1.08-1.09) REFERENCE 0.69 (0.52-0.92) 1.09 (1.08-1.09) <.5652 <.0001 0.0102 <.0001 REFERENCE 0.89 (0.74-1.06) REFERENCE 0.69 (0.59-0.82) 0.1935 <.0001 Relative rate of liver-related affected by different age and sex distribution 20

  21. Discussion Immigrants are different implications for prevention and treatment Non-immigrants have more all-cause hospitalization but similar liver-related Despite more prevalent risk factors for progression (alcohol, HIV) Suggests other drivers of liver-related in immigrants Older age (late detection) 21

  22. Main limitations Passive detection and reporting Symptom-based screening Determined by care-seeking Non-linkage 20% non-linkage to RAMQ Limited accuracy of diagnostic coding Defining liver-related stays, comorbidities Detection depends on care seeking Reference group 22

  23. Acknowledgements Supervisor: Dr. Chris Greenaway Thesis committee members: Dr. Laurent Azoulay Dr. Marina Klein Dr. Russ Steele Members of the Greenaway team: Alain, Viet, Nour & Catherine McGill and LDI staff 23

  24. References & Resources Lavanchy, D. "The global burden of hepatitis C." Liver International 29.s1 (2009): 74-81. Lavanchy, D. "Evolving epidemiology of hepatitis C virus." Clinical Microbiology and Infection 17.2 (2011): 107-115. Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. The Lancet. 2012; 380(9859): 2095-128. Mohd Hanafiah K, Groeger J, Flaxman AD, Wiersma ST. Global epidemiology of hepatitis C virus infection: New estimates of age-specific antibody to HCV seroprevalence. Hepatology. 2013; 57(4): 1333-42. Myers, Robert P., et al. "Burden of disease and cost of chronic hepatitis C virus infection in Canada." Canadian journal of gastroenterology & hepatology28.5 (2014): 243. Public Health Agency of Canada. Hepatitis C in Canada: 2005-2010 Surveillance Report; 2012. (Online) Remis RS. Modelling the incidence and prevalence of hepatitis C infection and its sequelae in Canada, 2007. Health Canada, Ottawa: Final report. 2007. World Health Organization (WHO). Guidelines for the screening, care and treatment of persons with hepatitis C infection. April 2014. (Online) 24

  25. Questions 25

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