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1.
Heart Lung Circ ; 31(6): 849-858, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35065895

RESUMEN

BACKGROUND: International Classification of Disease (ICD) codes are central for identifying myocardial infarction (MI) in administrative hospitalisation data, however validation of MI subtype codes is limited. We measured the sensitivity and specificity of ICD-10-AM (Australian Modification) codes for ST-elevation MI (STEMI) and non-STEMI (NSTEMI). METHODS: A sample of MI admissions was obtained from a dataset containing all MI hospitalisations in Western Australia (WA) for 2003, 2008 and 2013. Clinical data were collected from hospital medical records (n=799 patients). Cases were classified by ICD-10-AM codes for STEMI, NSTEMI and unspecified MI, and compared to clinical classification from review of available electrocardiographs (ECGs) and cardiac biomarkers (n=660). Sensitivity and specificity for ICD-10-AM coding versus clinical classification was measured, stratified by calendar year of discharge. RESULTS: The majority of classifiable cases had MI recorded in the principal diagnosis field (STEMI n=293, 84.2%; NSTEMI n=202, 74.3%; unspecified MI n=20, 50.0%). Overall sensitivity of the ICD-10-AM STEMI code was 86.3% (95% CI 81.7-90.0%) and was higher when restricted to MI as a principal versus secondary diagnosis (88.8% vs 66.7%). Comparable values for NSTEMI were 66.7% (95% CI 61.5-71.6%), and 68.8% vs 61.4% respectively. Between 2003 and 2013, sensitivity for both MI subtypes increased: 80.2-89.5% for STEMI, and 51.2-73.8% for NSTEMI. Specificity was high for NSTEMI throughout (88.2% 95% CI 84.1-91.6%), although improving over time for STEMI (68.1-76.4%). CONCLUSIONS: The sensitivity and specificity of ICD-10-AM codes for MI subtypes in hospitalisation data are generally high, particularly for principal diagnosis cases. However, the temporal improvement in sensitivity in coding of MI subtypes, particularly NSTEMI, may necessitate modification to trend studies using administrative hospitalisation data.


Asunto(s)
Infarto del Miocardio , Infarto del Miocardio sin Elevación del ST , Infarto del Miocardio con Elevación del ST , Australia/epidemiología , Hospitalización , Humanos , Clasificación Internacional de Enfermedades , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/epidemiología , Factores de Riesgo , Infarto del Miocardio con Elevación del ST/diagnóstico
2.
BMJ Open ; 7(11): e019226, 2017 Nov 17.
Artículo en Inglés | MEDLINE | ID: mdl-29151055

RESUMEN

OBJECTIVES: To develop a method for categorising coronary heart disease (CHD) subtype in linked data accounting for different CHD diagnoses across records, and to compare hospital admission numbers and ratios of unlinked versus linked data for each CHD subtype over time, and across age groups and sex. DESIGN: Cohort study. DATA SOURCE: Person-linked hospital administrative data covering all admissions for CHD in Western Australia from 1988 to 2013. MAIN OUTCOME: Ratios of (1) unlinked admission counts to contiguous admission (CA) counts (accounting for transfers), and (2) 28-day episode counts (accounting for transfers and readmissions) to CA counts stratified by CHD subtype, sex and age group. RESULTS: In all CHD subtypes, the ratios changed in a linear or quadratic fashion over time and the coefficients of the trend term differed across CHD subtypes. Furthermore, for many CHD subtypes the ratios also differed by age group and sex. For example, in women aged 35-54 years, the ratio of unlinked to CA counts for non-ST elevation myocardial infarction admissions in 2000 was 1.10, and this increased in a linear fashion to 1.30 in 2013, representing an annual increase of 0.0148. CONCLUSION: The use of unlinked counts in epidemiological estimates of CHD hospitalisations overestimates CHD counts. The CA and 28-day episode counts are more aligned with epidemiological studies of CHD. The degree of overestimation of counts using only unlinked counts varies in a complex manner with CHD subtype, time, sex and age group, and it is not possible to apply a simple correction factor to counts obtained from unlinked data.


Asunto(s)
Enfermedad Coronaria/epidemiología , Hospitalización/tendencias , Almacenamiento y Recuperación de la Información/normas , Readmisión del Paciente/estadística & datos numéricos , Transferencia de Pacientes/estadística & datos numéricos , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Australia Occidental/epidemiología
3.
Cardiovasc Ther ; 34(6): 423-430, 2016 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-27489053

RESUMEN

AIM: Describe the dispensing patterns for guideline-recommended medications during 2008 in people with acute coronary syndrome (ACS) and how dispensing varies by gender and time since last ACS hospitalization. METHOD: A descriptive cohort spanning 20 years of people alive post-ACS in 2008. We extracted all ACS hospitalizations and deaths in Western Australia (1989-2008), and all person-linked Pharmaceutical Benefits Scheme claims nationally for 2008. Participants were 23 642 men and women (36.8%), alive and aged 65-89 years in mid-2008 who were hospitalized for ACS between 1989 and 2008. Main outcome was the proportion of the study cohort (in 2008) dispensed guideline-recommended cardiovascular medications in that year. Adjusted odds ratios estimating the association between type (and number) of guideline-recommended medications and time since last ACS hospitalization. RESULTS: Medications most commonly dispensed in 2008 were statins (79.6% of study cohort) and then angiotensin-converting enzyme inhibitors or angiotensin-receptor blockers (ACEi/ARBs) (71.1%), aspirin or clopidogrel (59.4%), and ß-blockers (54.6%). Only 51.8% of the cohort was dispensed three or more of these drug types in 2008. Women with ACS were 18% less likely to be dispensed statins (adjusted odds ratio (OR)=0.82; 95% CI 0.76-0.88). Overall, for each incremental year since last ACS admission, there was an 8% increased odds (adjusted OR=1.08; 95% CI 1.07-1.08) of being dispensed fewer of the recommended drug regimen in 2008. CONCLUSION: Longer time since last ACS admission was associated with dispensing fewer medications types and combinations in 2008. Interventions are warranted to improve dispensing long term and any apparent gender inequality in the drug class filled.


Asunto(s)
Síndrome Coronario Agudo/prevención & control , Fármacos Cardiovasculares/uso terapéutico , Pautas de la Práctica en Medicina/tendencias , Prevención Secundaria/tendencias , Síndrome Coronario Agudo/diagnóstico , Síndrome Coronario Agudo/mortalidad , Anciano , Anciano de 80 o más Años , Distribución de Chi-Cuadrado , Bases de Datos Factuales , Prescripciones de Medicamentos , Quimioterapia Combinada , Femenino , Adhesión a Directriz/tendencias , Disparidades en Atención de Salud , Hospitalización , Humanos , Modelos Logísticos , Masculino , Oportunidad Relativa , Guías de Práctica Clínica como Asunto , Recurrencia , Factores de Riesgo , Prevención Secundaria/métodos , Factores Sexuales , Factores de Tiempo , Resultado del Tratamiento , Australia Occidental/epidemiología
4.
BMJ Open ; 6(8): e012180, 2016 08 24.
Artículo en Inglés | MEDLINE | ID: mdl-27558904

RESUMEN

INTRODUCTION: Accurate monitoring of acute coronary heart disease (CHD) is essential for understanding the effects of primary and secondary prevention and for planning of healthcare services. The ability to reliably monitor acute CHD has been affected by new diagnostic tests for myocardial infarction (MI) and changing clinical classifications and management of CHD. Our study will develop new and reliable methods for monitoring population trends in incidence, outcomes and health service usage for acute CHD and chest pain. METHODS AND ANALYSIS: The study cohort of all CHD will be identified from the Western Australian Data Linkage System using state-wide data sets for emergency department presentation, hospitalisations and mortality data for 2002-2014. This core linked data set will be supplemented with data from hospital medical record reviews, pathology data and hospital pharmacy dispensing databases. The consistency over time of the coding of the different subgroups of CHD/chest pain (ST-elevation MI, non-ST elevation MI, unstable angina, stable angina, other CHD, non-CHD chest pain) in linked data will be assessed using these data sources, and an algorithm developed detailing groups in which temporal trends can be reliably measured. This algorithm will be used for measurement of trends in incidence and outcomes of acute CHD, and to develop further methods for monitoring acute CHD using unlinked and linked data with varying availability of hospitalisation history. ETHICS AND DISSEMINATION: Ethics approval has been obtained from the Human Research Ethics Committees of the WA Department of Health (#2016/23) and The University of Western Australia (RA/4/1/7230). Findings will be disseminated via publication in peer-reviewed journals, and presentation at national and international conferences. There will also be a strong platform for dissemination of new monitoring methods via collaboration with the Australian Institute of Health and Welfare which will assist with promotion of these methods at state and national levels.


Asunto(s)
Enfermedad Coronaria/epidemiología , Monitoreo Epidemiológico , Servicios de Salud/normas , Infarto del Miocardio/epidemiología , Australia/epidemiología , Dolor en el Pecho/etiología , Femenino , Hospitalización/tendencias , Humanos , Incidencia , Almacenamiento y Recuperación de la Información , Masculino , Proyectos de Investigación , Estudios Retrospectivos
5.
BMC Cardiovasc Disord ; 15: 151, 2015 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-26573571

RESUMEN

BACKGROUND: Although cardiovascular disease is the major cause of premature death among Indigenous peoples in several advanced economies, no acute coronary syndrome (ACS) risk models have been validated in Indigenous populations. We tested the validity and calibration of three Global Registry of Acute Coronary Events (GRACE) scores among Aboriginal and non-Aboriginal Australians. METHODS: GRACE scores were calculated at admission or discharge using clinical data, with all-cause deaths obtained from data linkage. Scores for GRACE models were validated for; 1) in-hospital death, 2) death within 6 months from admission or 3) death within 6 months of discharge (this also for 1 and 5-years mortality). RESULTS: Aboriginal patient were younger (62 % aged <55 years versus 15 % non-Aboriginal) and their median GRACE scores lower than non-Aboriginal patients, as was crude mortality at 6 months from admission (6 % vs 10 %) and at 1 and 5 years. After age stratification, risk scores for Aboriginal patients were equivalent or higher, especially among those aged <55 years. There was a trend to more deaths after discharge among Aboriginal patients in each age group, suggesting an age-related under-estimation of risk. The c-statistics for the three GRACE models within both groups were between 0.75 and 0.79. CONCLUSIONS: We demonstrated for the first time that while the discriminatory capacity of GRACE risk scores among Indigenous Australians is good, the models may need re-calibrating to improve risk stratification in this and other Indigenous groups, where age of onset of coronary disease is much younger than among the original reference population.


Asunto(s)
Síndrome Coronario Agudo/diagnóstico , Síndrome Coronario Agudo/etnología , Técnicas de Apoyo para la Decisión , Hospitalización , Nativos de Hawái y Otras Islas del Pacífico , Síndrome Coronario Agudo/mortalidad , Síndrome Coronario Agudo/terapia , Adulto , Edad de Inicio , Anciano , Australia/epidemiología , Análisis Discriminante , Femenino , Mortalidad Hospitalaria , Humanos , Masculino , Persona de Mediana Edad , Admisión del Paciente , Alta del Paciente , Valor Predictivo de las Pruebas , Pronóstico , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo
6.
Int J Cardiol ; 190: 42-6, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25912118

RESUMEN

INTRODUCTION: Research suggests that survival among the recipients of a cardiac permanent pacemaker (PPM) matches the age- and sex-matched general population in the absence of cardiovascular disease. We used linked administrative data to examine life expectancy-based outcomes for adults requiring a cardiac PPM. METHODS: Population-level hospital admissions data were used to identify all recipients of an initial PPM during 1995-2008. Expected years of additional life remaining at the time of implantation were calculated for each patient from population life tables. Observed years were calculated using linked mortality data to end 2011. Cox regression was used to determine demographic and clinical predictors of survival. RESULTS: In 8757 patients age-adjusted risk of death to 5 years was associated with male sex, higher Charlson Comorbidity Index score (excluding cardiac disease), a history of heart failure, cardiomyopathy or atrial fibrillation and emergency admission. Coronary revascularisation surgery reduced long-term risk. The observed/expected ratio of additional years of life was 0.80 for men and 0.84 for women overall, varying from 0.92 for women without significant comorbidity to 0.40 for patients with the highest Charlson score and cardiomyopathy. The oldest patients (80-99 years) did relatively well, probably reflecting patient selection. Heart disease was the most frequent cause of death. CONCLUSIONS: Life expectancy among PPM recipients without significant comorbidity approached that of the general population. Greater non-cardiac comorbidity, heart failure, atrial fibrillation and, in particular, cardiomyopathy, contributed most to the loss of expected years of life in all age groups. The oldest patients and women did relatively well.


Asunto(s)
Estimulación Cardíaca Artificial/mortalidad , Estimulación Cardíaca Artificial/tendencias , Esperanza de Vida/tendencias , Marcapaso Artificial/tendencias , Vigilancia de la Población , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Admisión del Paciente/tendencias , Estudios Retrospectivos , Tasa de Supervivencia/tendencias
7.
Heart ; 101(9): 712-9, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25700431

RESUMEN

OBJECTIVE: The epidemiology of atrial fibrillation (AF) among Aboriginal Australians is poorly described. We compared risk factors, incidence rates and mortality outcomes for first-ever hospitalised AF among Aboriginal and non-Aboriginal Western Australians 20-84 years. METHODS: This retrospective cohort study used whole-of-state person-based linked hospital and deaths data. Incident hospital AF admissions (previous AF admission-free for 15 years) were identified and subsequent mortality determined. Disease-specific comorbidity histories were ascertained by 10-year look-back. Age-standardised incidence rates were estimated and the adjusted risk of 30-day and 1-year mortality calculated using regression methods. RESULTS: Aboriginal patients accounted for 923 (2.5%) of 37 097 incident AF admissions during 2000-2009. Aboriginal patients were younger (mean age 54.8 vs 69.3 years), had lower proportions of primary field AF diagnoses and higher comorbidities than non-Aboriginal patients. The Aboriginal and non-Aboriginal age-standardised incidence rates per 100,000 for men 20-54 years were 197 and 55 (ratio=3.6), for women 20-54 years were 122 and 19 (ratio=6.4), for men 55-84 years were 1151 and 888 (ratio=1.3), and for women 55-84 years were 1050 and 571 (ratio=1.8). While 30-day mortality was similar, crude 1-year mortality risks in Aboriginal and non-Aboriginal patients were 20.6% and 16.3% (adjusted HR=1.24) and 14.4% and 9.9% in 30-day survivors (adjusted HR=1.58). CONCLUSIONS: The incidence (particularly at young ages) and long-term mortality following hospitalised AF is significantly higher in Aboriginal people. Better control of the antecedent risk factors for AF, improved detection and management of AF itself and prevention of its complications are needed.


Asunto(s)
Fibrilación Atrial/etnología , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Fibrilación Atrial/mortalidad , Fibrilación Atrial/terapia , Femenino , Hospitalización/estadística & datos numéricos , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Distribución por Sexo , Australia Occidental/epidemiología , Australia Occidental/etnología , Adulto Joven
8.
Open Heart ; 1(1): e000177, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25512875

RESUMEN

OBJECTIVES: To determine contemporary population estimates of the prevalence of cardiac permanent pacemaker (PPM) insertions. METHODS: A population-based observational study using linked hospital morbidity and death registry data from Western Australia (WA) to identify all incident cases of PPM insertion for adults aged 18 years or older. Prevalence rates were calculated by age and sex for the years 1995-2009 for the WA population. RESULTS: There were 9782 PPMs inserted during 1995-2009. Prevalence rose across the study period, exceeding 1 in 50 among people aged 75 or older from 2005. This was underpinned by incidence rates which rose with age, being highest in those 85 years or older; over 500/100 000 for men throughout, and over 200/100 000 for women. Rates for patients over 75 were more than double the rates for those aged 65-74 years. Women were around 40% of cases overall. The use of dual-chamber and triple-chamber pacing increased across the study period. A cardiac resynchronisation defibrillator was implanted for 58% of patients treated with cardiac resynchronisation therapy. CONCLUSIONS: Rates of insertion and prevalence of PPM continue to rise with the ageing population in WA. As equilibrium has probably not been reached, the demand for pacing services in similarly well-developed economies is likely to continue to grow.

9.
Int J Equity Health ; 13(1): 93, 2014 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-25331586

RESUMEN

INTRODUCTION: Aboriginal Australians have a substantially higher frequency of ischaemic heart disease (IHD) events than their non-Aboriginal counterparts, together with a higher prevalence of comorbidities. The pattern of health service provision for IHD suggests inequitable delivery of important diagnostic procedures. Published data on disparities in IHD management among Aboriginal Australians are conflicting, and the role of comorbidities has not been adequately delineated. We compared the profiles of Aboriginal and non-Aboriginal patients in the metropolitan area undergoing emergency IHD admissions at Western Australian metropolitan hospitals, and investigated the determinants of receiving coronary angiography. METHODS: Person-linked administrative hospital and mortality records were used to identify 28-day survivors of IHD emergency admission events (n =20,816) commencing at metropolitan hospitals in 2005-09. The outcome measure was receipt of angiography. The Aboriginal to non-Aboriginal risk ratio (RR) was estimated from a multivariable Poisson log-linear regression model with allowance for multiple IHD events in individuals. The subgroup of myocardial infarction (MI) events was modelled separately. RESULTS: Compared with their non-Aboriginal counterparts, Aboriginal IHD patients were younger and more likely to have comorbidities. In the age- and sex-adjusted model, Aboriginal patients were less likely than others to receive angiography (RRIHD 0.77, 95% CI 0.72-0.83; RRMI 0.81, 95% CI 0.75-0.87) but in the full multivariable model this disparity was accounted for by comorbidities as well as IHD category and MI subtype, and private health insurance (RRIHD 0.95, 95% CI 0.89-1.01; RRMI 0.94, 95% CI 0.88-1.01). When stratified by age groups, this disparity was not significant in the 25-54 year age group (RRMI 0.95, 95% CI 0.88-1.02) but was significant in the 55-84 year age group (RRMI 0.88, 95% CI 0.77-0.99). CONCLUSIONS: The disproportionate under-management of older Aboriginal IHD patients is of particular concern. Regardless of age, the disparity between Aboriginal and non-Aboriginal Australians in receiving angiography for acute IHD in a metropolitan setting is mediated substantially by comorbidities. This constellation of health problems is a 'double-whammy' for Aboriginal people, predisposing them to IHD and also adversely impacting on their receipt of angiography. Further research should investigate how older age and comorbidities influence clinical decision making in this context.


Asunto(s)
Angiografía Coronaria/estadística & datos numéricos , Disparidades en Atención de Salud , Isquemia Miocárdica/diagnóstico por imagen , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Australia/epidemiología , Comorbilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Isquemia Miocárdica/etnología , Isquemia Miocárdica/mortalidad , Nativos de Hawái y Otras Islas del Pacífico
10.
BMJ Open ; 4(9): e006258, 2014 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-25234510

RESUMEN

INTRODUCTION: Secondary prevention drugs for cardiac disease have been demonstrated by clinical trials to be effective in reducing future cardiovascular and mortality events (WAMACH is the Western Australian Medication Adherence and Costs in Heart disease study). Hence, most countries have adopted health policies and guidelines for the use of these drugs, and included them in government subsidised drug lists to encourage their use. However, suboptimal prescribing and non-adherence to these drugs remains a universal problem. Our study will investigate trends in dispensing patterns of drugs for secondary prevention of cardiovascular events and will also identify factors influencing these patterns. It will also assess the clinical and economic consequences of non-adherence and the cost-effectiveness of using these drugs. METHODS AND ANALYSIS: This population-based cohort study will use longitudinal data on almost 40,000 people aged 65 years or older who were hospitalised in Western Australia between 2003 and 2008 for coronary heart disease, heart failure or atrial fibrillation. Linking of several State and Federal government administrative data sets will provide person-based information on drugs dispensed precardiac and postcardiac event, reasons for hospital admission, emergency department visits, mortality and medical visits. Dispensed drug trends will be described, drug adherence measured and their association with future all-cause/cardiovascular events will be estimated. The cost-effectiveness of these long-term therapies for cardiac disease and the impact of adherence will be evaluated. ETHICS AND DISSEMINATION: Human Research Ethics Committee (HREC) approvals have been obtained from the Department of Health (Western Australian #2011/62 and Federal) and the University of Western Australia (RA/4/1/1130), in addition to HREC approvals from all participating hospitals. Findings will be published in peer-reviewed medical journals and presented at local, national and international conferences. Results will also be disseminated to consumer groups.


Asunto(s)
Cardiopatías/prevención & control , Prevención Secundaria/métodos , Anciano , Fibrilación Atrial/tratamiento farmacológico , Fibrilación Atrial/prevención & control , Cardiotónicos/economía , Cardiotónicos/uso terapéutico , Protocolos Clínicos , Estudios de Cohortes , Enfermedad Coronaria/tratamiento farmacológico , Enfermedad Coronaria/prevención & control , Análisis Costo-Beneficio , Cardiopatías/tratamiento farmacológico , Cardiopatías/economía , Insuficiencia Cardíaca/tratamiento farmacológico , Insuficiencia Cardíaca/prevención & control , Humanos , Cuidados a Largo Plazo , Cumplimiento de la Medicación , Resultado del Tratamiento , Australia Occidental
11.
BMC Cardiovasc Disord ; 14: 58, 2014 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-24886321

RESUMEN

BACKGROUND: Aboriginal people have a disproportionately higher incidence rate of ischaemic heart disease (IHD) than non-Aboriginal people. The findings on Aboriginal disparity in receiving coronary artery procedures are inconclusive. We describe the profile and transfers of IHD patients admitted to rural hospitals as emergency admissions and investigate determinants of transfers and coronary angiography. METHODS: Person-linked hospital and mortality records were used to identify 28-day survivors of IHD events commencing at rural hospitals in Western Australia. Outcome measures were receipt of coronary angiography, transfer to a metropolitan hospital, and coronary angiography if transferred to a metropolitan hospital. RESULTS: Compared to non-Aboriginal patients, Aboriginal patients with IHD were more likely to be younger, have more co-morbidities, reside remotely, but less likely to have private insurance. After adjusting for demographic characteristics, Aboriginal people with MI were less likely to be transferred to a metropolitan hospital, and if transferred were less likely to receive coronary angiography. These disparities were not significant after adjusting for comorbidities and private insurance. In the full multivariate model age, comorbidities and private insurance were adversely associated with transfer to a metropolitan hospital and coronary angiography. CONCLUSION: Disparity in receiving coronary angiography following emergency admission for IHD to rural hospitals is mediated through the lower likelihood of being transferred to metropolitan hospitals where this procedure is performed. The likelihood of a transfer is increased if the patient has private insurance, however, rural Aboriginal people have a lower rate of private insurance than their non-Aboriginal counterparts. Health practitioners and policy makers can continue to claim that they treat Aboriginal and non-Aboriginal people alike based upon clinical indications, as private insurance is acting as a filter to reduce rural residents accessing interventional cardiology. If health practitioners and policy makers are truly committed to reducing health disparities, they must reflect upon the broader systems in which disparity is perpetuated and work towards a systems improvement.


Asunto(s)
Angiografía Coronaria , Accesibilidad a los Servicios de Salud , Servicios de Salud del Indígena , Disparidades en Atención de Salud/etnología , Isquemia Miocárdica/diagnóstico por imagen , Isquemia Miocárdica/etnología , Nativos de Hawái y Otras Islas del Pacífico , Transferencia de Pacientes , Servicios de Salud Rural , Adulto , Anciano , Anciano de 80 o más Años , Distribución de Chi-Cuadrado , Comorbilidad , Servicio de Urgencia en Hospital , Femenino , Hospitales Rurales , Hospitales Urbanos , Humanos , Cobertura del Seguro , Seguro de Salud , Masculino , Persona de Mediana Edad , Análisis Multivariante , Oportunidad Relativa , Valor Predictivo de las Pruebas , Factores de Tiempo , Australia Occidental/epidemiología
12.
Int J Stroke ; 9 Suppl A100: 61-8, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-24725843

RESUMEN

BACKGROUND: Worldwide, the prevalence of stroke is poorly described in indigenous populations, despite high stroke burden. This paper reports the average point prevalence of hospitalized stroke and coexistent conditions (2007-2011) in indigenous and nonindigenous people in Western Australia, the largest and most sparsely populated Australian jurisdiction. METHODS: Using state-wide linked hospital and mortality data, indigenous and nonindigenous prevalent stroke cases (aged 25-84 years) were identified after reviewing stroke admissions over a fixed 20-year look-back period. Prevalent cases were those alive at midyear of each study year. The 2007-2011 period prevalence was a weighted average of annual prevalence. Histories of 11 comorbidities were identified using the 20-year look-back period. RESULTS: Indigenous cases comprised 5% of the average 13 591 annual prevalent cases. Indigenous patients were more likely to be younger, female, and have unknown stroke type. Indigenous prevalence was higher at every age. The age-standardized prevalence in indigenous men (33·7 per 1000; 95% confidence interval 31·9-35·4) was 3.7 times greater than in nonindigenous men (9·1 per 1000; 95% confidence interval 9·0-9·2). The corresponding estimates for women were 27·1 per 1000 (25·7-28·4) and 6·1 per 1000 (6·0-6·2) (ratio = 4·4). The percentage with selected comorbid conditions was substantially higher for indigenous patients. CONCLUSIONS: The high stroke prevalence in indigenous Western Australians, coupled with clinical complexity from comorbid conditions, requires access to culturally appropriate medical, rehabilitation, and logistical support. Intensified primary and secondary prevention is needed to reduce the impact of stroke on indigenous people.


Asunto(s)
Disparidades en el Estado de Salud , Accidente Cerebrovascular/etnología , Accidente Cerebrovascular/epidemiología , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Australia/epidemiología , Australia/etnología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Grupos de Población/etnología , Prevalencia , Estudios Retrospectivos , Distribución por Sexo , Accidente Cerebrovascular/fisiopatología
13.
BMC Health Serv Res ; 13: 330, 2013 Aug 20.
Artículo en Inglés | MEDLINE | ID: mdl-23962275

RESUMEN

BACKGROUND: Discharge Against Medical Advice (DAMA) from hospital is associated with adverse outcomes and is considered an indicator of the responsiveness of hospitals to the needs of Aboriginal and Torres Strait Islander Australians, the indigenous people of Australia. We investigated demographic and clinical factors that predict DAMA in patients experiencing their first-ever inpatient admission for ischaemic heart disease (IHD). The study focuses particularly on the differences in the risk of DAMA in Aboriginal and non-Aboriginal patients while also investigating other factors in their own right. METHODS: A cross-sectional analytical study was undertaken using linked hospital and mortality data with complete coverage of Western Australia. Participants included all first-ever IHD inpatients (aged 25-79 years) admitted between 2005 and 2009, selected after a 15-year clearance period and who were discharged alive. The main outcome measure was DAMA as reflected in the hospital record.Multiple logistic regression was used to determine disparities in DAMA between Aboriginal and non-Aboriginal patients, adjusting for a range of demographic and clinical factors, including comorbidity based on 5-year hospitalization history. A series of additional models were run on subgroups of the cohort to refine the analysis. Ethics approval was granted by the WA Human Research and the WA Aboriginal Health Ethics Committees. RESULTS: Aboriginal patients comprised 4.3% of the cohort of 37,304 IHD patients and 23% of the 224 DAMAs. Emergency admission (OR=5.9, 95% CI 2.9-12.2), alcohol admission history (alcohol-related OR=2.9, 95% CI 2.0-4.2) and Aboriginality (OR 2.3, 95% CI 1.5-3.5) were the strongest predictors of DAMA in the multivariate model. Patients living in rural areas while attending non-metropolitan hospitals had a 50% higher risk of DAMA than those living and hospitalised in metropolitan areas. There was consistency in the ORs for Aboriginality in the different multivariate models using restricted sub-cohorts and different Aboriginal identifiers. Sex, IHD diagnosis type and co-morbidity scores imparted different risks in Aboriginal versus non-Aboriginal patients. CONCLUSIONS: Understanding the risks and reasons for DAMA is important for health system policy and proactive management of those at risk of DAMA. Improving care to prevent DAMA should target unplanned admissions, rural hospitals and young men, Aboriginal people and those with alcohol and mental health comorbidities.


Asunto(s)
Isquemia Miocárdica/etnología , Nativos de Hawái y Otras Islas del Pacífico , Cooperación del Paciente/etnología , Adulto , Anciano , Estudios Transversales , Femenino , Humanos , Pacientes Internos/psicología , Pacientes Internos/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Isquemia Miocárdica/psicología , Isquemia Miocárdica/terapia , Nativos de Hawái y Otras Islas del Pacífico/psicología , Nativos de Hawái y Otras Islas del Pacífico/estadística & datos numéricos , Cooperación del Paciente/psicología , Cooperación del Paciente/estadística & datos numéricos , Alta del Paciente/estadística & datos numéricos , Factores de Riesgo , Australia Occidental , Población Blanca/psicología , Población Blanca/estadística & datos numéricos
14.
BMC Cardiovasc Disord ; 13: 47, 2013 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-23826870

RESUMEN

BACKGROUND: Increasing rates of percutaneous coronary intervention (PCI) and decreasing rates of coronary artery bypass graft (CABG) surgery followed the introduction of drug eluting stents in Western Australia in 2002. We assessed the impact of these changes on one-year outcomes for the total population of patients undergoing coronary artery revascularisation procedures (CARP) in Western Australia between 2000-2004. METHODS: Clinical and linked administrative data (inpatient admissions and death) were merged for all patients who had their first CARP with stent or CABG in Western Australia between 2000-2004. The clinical data were collected from all hospitals in Western Australia where CARP procedures are performed. We calculated the unadjusted (Kaplan-Meier) and adjusted (Cox) risks for one-year death (all-cause), death (all-cause) or admission for myocardial infarction (MI), target vessel revascularisation (TVR) and the composite outcome of death/MI/TVR (major adverse cardiac events, MACE). RESULTS: Over the study period, there were 14,118 index CARPs. The use of drug eluting stents increased from 0% to 95.8% of PCI procedures, and PCI procedures increased from 61.1% to 74.4% of all CARPS. There were no temporal changes in adjusted one-year mortality or death/MI. Overall, adjusted one-year MACE fell from 11.3% in 2000 to 8.5% in 2004 (p<0.0001) due to a significant reduction in TVR in the PCI group. CONCLUSION: The introduction of drug eluting stents and resulting changes in coronary revascularisation strategies were not associated with changes in the one-year risk of major clinical endpoints (death or death/MI), but were associated with a significant reduction in the risk of MACE, driven entirely by a reduction in TVR after PCI. This real world study supports the effectiveness of drug eluting stents in reducing repeat procedures in the total CARP population without increasing the risk of death or MI.


Asunto(s)
Enfermedad de la Arteria Coronaria/epidemiología , Enfermedad de la Arteria Coronaria/cirugía , Stents Liberadores de Fármacos , Infarto del Miocardio/epidemiología , Infarto del Miocardio/cirugía , Intervención Coronaria Percutánea , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Enfermedad de la Arteria Coronaria/mortalidad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio/mortalidad , Intervención Coronaria Percutánea/mortalidad , Tasa de Supervivencia/tendencias , Resultado del Tratamiento , Australia Occidental/epidemiología
15.
Am Heart J ; 165(5): 816-22, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23622920

RESUMEN

BACKGROUND: Automated implantable cardioverter-defibrillators (ICDs) have become standard therapy for patients at high risk for sudden cardiac death. Linked data allow examination of trends in use and long-term survival after ICD implantation in an adult population. METHODS: Linked state-wide person-based data on hospital admissions and deaths from 1980 to 2009 were used to identify incident cases of ICD implantation. Population rates were calculated using census data. Kaplan-Meier techniques were used to describe cumulative survival. Cox regression models were used to determine the factors associated with the outcomes. RESULTS: Between 1988 and 2009, 1593 devices were implanted in patients in Western Australia, rising from 2 in 1988 to 245 in 2009; standardized population rates rose from 0.8 in 100000 in 1995 to 14.9 in 100000 in 2009. Mean age rose from 52.6 (SD 11.6) to 64.1 (11.4) years. Ventricular tachycardia (23%), cardiomyopathy (18%), and heart failure (16%) were the most frequent principal diagnoses. Ischemic heart disease was present in 49% of patients. Five-year cumulative survival was 0.74 (SE 0.01), and at 10 years, 0.53 (SE 0.03); median survival was 11.3 years. Readmission within a year, older age, heart failure, device complications, and chronic ischemic heart disease were associated with poorer survival. CONCLUSIONS: Implantable cardioverter-defibrillator use in adults at risk for sudden cardiac death has grown rapidly. Readmission within 12 months of discharge is associated with worse medium and long-term mortality. Survival for most patients younger than 65 years exceeds 10 years and 5 years for those aged ≥75 years.


Asunto(s)
Muerte Súbita Cardíaca/epidemiología , Muerte Súbita Cardíaca/prevención & control , Desfibriladores Implantables/estadística & datos numéricos , Taquicardia Ventricular/terapia , Femenino , Estudios de Seguimiento , Insuficiencia Cardíaca , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Retrospectivos , Factores de Riesgo , Tasa de Supervivencia/tendencias , Taquicardia Ventricular/mortalidad , Factores de Tiempo , Resultado del Tratamiento , Australia Occidental/epidemiología
17.
Aust J Rural Health ; 20(6): 305-11, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23181814

RESUMEN

OBJECTIVE: To determine the impact of remoteness on Aboriginal and non-Aboriginal myocardial infarction incidence rates in men and women of different ages. DESIGN: Descriptive study. SETTING: Western Australia. PARTICIPANTS: Incident cases of myocardial infarction in Western Australia from 2000-2004 identified from person-linked files of hospital and mortality records. Analysis was undertaken for Aboriginal and non-Aboriginal populations, separately and combined, by broad age group, sex and remoteness. MAIN OUTCOME MEASURE: Incidence of myocardial infarction. RESULTS: In the combined analysis, age-standardised incidence was significantly higher for men in very remote areas (rate ratio 1.31: 95% confidence interval (CI), 1.19-1.45) and in women in both regional (rate ratio 1.12: 95% CI, 1.01-1.20) and very remote (rate ratio 2.05: 95% CI, 1.75-2.41) areas. Aboriginal rates were substantially higher than non-Aboriginal rates in all substrata. Compared with metropolitan people, regional Aboriginal men and very remote non-Aboriginal men aged 25-54 years had significantly higher incidence rates. For the remaining rural strata, there was either no geographical disadvantage or inconclusive findings. CONCLUSIONS: Non-metropolitan disadvantage in myocardial infarction rates is confirmed in regional areas and women in very remote areas. This disadvantage is partly explained by the high rates in Aboriginal people. Non-metropolitan dwellers are not uniformly disadvantaged, reflecting the interplay of the many factors contributing to the complex relationship between myocardial infarction incidence and sex, age, Aboriginality and residence. Aboriginal Western Australians in all regions and young non-Aboriginal men living in very remote areas need to be targeted to reduce disparities in myocardial infarction.


Asunto(s)
Disparidades en el Estado de Salud , Esperanza de Vida/etnología , Infarto del Miocardio/etnología , Nativos de Hawái y Otras Islas del Pacífico/estadística & datos numéricos , Adulto , Anciano , Certificado de Defunción , Femenino , Humanos , Incidencia , Masculino , Registro Médico Coordinado , Persona de Mediana Edad , Mortalidad Prematura/etnología , Infarto del Miocardio/mortalidad , Alta del Paciente/estadística & datos numéricos , Salud Rural/etnología , Salud Rural/estadística & datos numéricos , Distribución por Sexo , Salud Urbana/etnología , Salud Urbana/estadística & datos numéricos , Australia Occidental/epidemiología
18.
Aust N Z J Public Health ; 36(5): 435-40, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23025364

RESUMEN

OBJECTIVE: To determine the effects on cardiovascular outcomes and costs of a delay in subsidising statins for Australian normolipidaemic diabetics aged 60-79 years that occurred between 2002 and 2006. METHODS: The Australian normolipidaemic diabetic population aged 60-79 with no history of coronary heart disease (CHD) or stroke was estimated from the Australian Bureau of Statistics (National Health Survey 2001 and 2002 population estimates). The number of CHD and stroke events expected to have occurred between 2002 and 2006 were estimated from the United Kingdom Prospective Diabetes Study Risk Engine. The proportion of these events that may have been prevented by the use of statins in this population was estimated using risk reduction values from the Heart Protection Study. RESULTS: The target population was estimated as 186,501. In this population, 3,205 (95% confidence interval (CI) 2567, 4003) CHD events, of which 1,456 (95% CI 908, 2334) would have been fatal, could have been prevented if all patients had been treated with statins. In addition, 2,150 (95% CI 1515, 3052) ischaemic strokes could have been prevented. The net cost to the government would have been about $136 million per year over the four-year period. CONCLUSIONS: Delays in the adoption of statins on the Pharmaceutical Benefits Scheme based on evidence available at the time for specific populations may have led to preventable morbidity and mortality. Implications The effects of delays in translating new evidence into public subsidies for drugs are measurable and are likely to be significant.


Asunto(s)
Colesterol/sangre , Enfermedad Coronaria/prevención & control , Diabetes Mellitus Tipo 2/epidemiología , Inhibidores de Hidroximetilglutaril-CoA Reductasas/economía , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Accidente Cerebrovascular/prevención & control , Anciano , Australia/epidemiología , Intervalos de Confianza , Enfermedad Coronaria/economía , Enfermedad Coronaria/mortalidad , Análisis Costo-Beneficio , Medicina Basada en la Evidencia , Femenino , Encuestas Epidemiológicas , Humanos , Seguro de Servicios Farmacéuticos , Masculino , Persona de Mediana Edad , Morbilidad , Vigilancia de la Población , Prevalencia , Factores de Riesgo , Accidente Cerebrovascular/economía , Accidente Cerebrovascular/mortalidad , Factores de Tiempo
19.
Eur J Prev Cardiol ; 19(5): 983-90, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21798989

RESUMEN

BACKGROUND: We investigated the relationship between Aboriginality and 2-year cardiovascular disease outcomes in non-fatal first-ever myocardial infarction during 2000-04, with progressive adjustment of covariates, including comorbidities. DESIGN: Historical cohort study. METHODS: Person-linked hospital and mortality records were used to identify 28-day survivors of first-ever myocardial infarction in Western Australia during 2000-04 with 15-year lookback. The outcome measures were: (1) cardiovascular disease death; (2) recurrent admission for myocardial infarction; and (3) the composite of (1) and (2). RESULTS: Compared with non-Aboriginal patients, Aboriginals were younger and more likely to live remotely. The proportions having 5-year histories of diabetes and chronic kidney disease were double and triple those of non-Aboriginals. When adjusting for demographic variables alone, the Aboriginal to non-Aboriginal hazard ratios for cardiovascular death or recurrent myocardial infarction were 3.6 (95% CI 2.5-5.3) in men and 4.5 (95% CI 2.8-7.3) in women. After adjustment for comorbidities, including diabetes, chronic kidney disease and heart failure, the hazard ratios decreased 36% and 47% to 2.3 (1.6-3.0) and 2.4 (1.5-4.0) in males and females, respectively. CONCLUSIONS: The high prevalence of comorbidities in Aboriginal people, including diabetes, kidney disease, heart failure, and other risk factors contribute substantially to the disparity in post-myocardial infarction outcomes in Aboriginal people, reinforcing the importance of both primary prevention and comprehensive management of chronic conditions in this population. Aboriginality remains a significant independent risk factor for disease recurrence or mortality, even after adjusting for comorbidity, suggesting the need for society-level interventions addressing social disadvantage.


Asunto(s)
Diabetes Mellitus/etnología , Fallo Renal Crónico/etnología , Infarto del Miocardio/etnología , Nativos de Hawái y Otras Islas del Pacífico , Medición de Riesgo , Adulto , Distribución por Edad , Anciano , Comorbilidad , Progresión de la Enfermedad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Factores de Riesgo , Distribución por Sexo , Tasa de Supervivencia , Factores de Tiempo , Australia Occidental/epidemiología
20.
BMC Cardiovasc Disord ; 11: 35, 2011 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-21702905

RESUMEN

BACKGROUND: Troponins (highly sensitive biomarkers of myocardial damage) increase counts of myocardial infarction (MI) in clinical practice, but their impact on trends in admission rates for MI in National statistics is uncertain. METHODS: Cases coded as MI or other cardiac diagnoses in the Hospital Morbidity Data Collection (MI-HMDC) in Western Australia in 1998 and 2003 were classified using revised criteria for MI developed by an International panel convened by the American Heart Association (AHA criteria) using information on symptoms, ECGs and cardiac biomarkers abstracted from samples of medical notes. Age-sex standardized rates of MI-HMDC were compared with rates of MI based on AHA criteria including troponins (MI-AHA) or traditional biomarkers only (MI-AHAck). RESULTS: Between 1998 and 2003, rates of MI-HMDC decreased by 3.5% whereas rates of MI-AHA increased by 17%, a difference largely due to increased false-negative cases in the HMDC associated with marked increased use of troponin tests in cardiac admissions generally, and progressively lower test thresholds. In contrast, rates of MI-AHAck declined by 18%. CONCLUSIONS: Increasing misclassification of MI-AHA by the HMDC may be due to reluctance by clinicians to diagnose MI based on relatively small increases in troponin levels. These influences are likely to continue. Monitoring MI using AHA criteria will require calibration of commercially available troponin tests and agreement on lower diagnostic thresholds for epidemiological studies. Declining rates of MI-AHA ck are consistent with long-standing trends in MI in Western Australia, suggesting that neither MI-HMDC nor MI-AHA reflect the true underlying population trends in MI.


Asunto(s)
Infarto del Miocardio/sangre , Infarto del Miocardio/epidemiología , Vigilancia de la Población , Troponina/sangre , Adulto , Anciano , Biomarcadores/sangre , Estudios de Cohortes , Electrocardiografía/tendencias , Femenino , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio/fisiopatología , Vigilancia de la Población/métodos , Australia Occidental/epidemiología
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