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1.
Drug Alcohol Rev ; 42(6): 1472-1481, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37159416

RESUMO

INTRODUCTION: Prescriber behaviour is important for understanding opioid use patterns. We described variations in practitioner-level opioid prescribing in New South Wales, Australia (2013-2018). METHODS: We quantified opioid prescribing patterns among medical practitioners using population-level dispensing claims data, and used partitioning around medoids to identify clusters of practitioners who prescribe opioids based on prescribing patterns and patient characteristics identified from linked dispensing claims, hospitalisations and mortality data. RESULTS: The number of opioid prescribers ranged from 20,179 in 2013 to 23,408 in 2018. The top 1% of practitioners prescribed 15% of all oral morphine equivalent (OME) milligrams dispensed annually, with a median of 1382 OME grams (interquartile range [IQR], 1234-1654) per practitioner; the bottom 50% prescribed 1% of OMEs dispensed, with a median of 0.9 OME grams (IQR 0.2-2.6). Based on 63.6% of practitioners with ≥10 patients filling opioid prescriptions in 2018, we identified four distinct practitioner clusters. The largest cluster prescribed multiple analgesic medicines for older patients (23.7% of practitioners) accounted for 76.7% of all OMEs dispensed and comprised 93.0% of the top 1% of practitioners by opioid volume dispensed. The cluster prescribing analgesics for younger patients with high rates of surgery (18.7% of practitioners) prescribed only 1.6% of OMEs. The remaining two clusters comprised 21.2% of prescribers and 20.9% of OMEs dispensed. DISCUSSION AND CONCLUSION: We observed substantial variation in opioid prescribing among practitioners, clustered around four general patterns. We did not assess appropriateness but some prescribing patterns are concerning. Our findings provide insights for targeted interventions to curb potentially harmful practices.


Assuntos
Analgésicos Opioides , Prescrições de Medicamentos , Humanos , Analgésicos Opioides/uso terapêutico , New South Wales , Padrões de Prática Médica , Austrália
2.
Addict Sci Clin Pract ; 17(1): 13, 2022 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-35183257

RESUMO

BACKGROUND: We have previously shown that service-wide support can increase the odds of alcohol screening in any 2-month period in a cluster randomized trial of service-wide support to Aboriginal and Torres Strait Islander Community Controlled Health Services (ACCHS). Here we report an exploratory analysis on whether the resulting pattern of screening was appropriate. AIM: we assess whether that increase in screening was associated with: (i) increased first-time screening, (ii) increased annual screening, (iii) whether frequently screened clients fell into one of four risk categories as defined by national guidelines. METHODS: Setting and participants: 22 ACCHS; randomized to receive the support model in the treatment ('early-support') arm over 24-months or to the waitlist control arm. INTERVENTION: eight-component support, including training, sharing of experience, audit-and-feedback and resource support. ANALYSIS: records of clients with visits before and after start of implementation were included. Multilevel logistic modelling was used to compare (i) the odds of previously unscreened clients receiving an AUDIT-C screen, (ii) odds of clients being screened with AUDIT-C at least once annually. We describe the characteristics of a sub-cohort of clients who received four or more screens annually, including if they were in a high-risk category. RESULTS: Of the original trial sample, 43,054 met inclusion criteria, accounting for 81.7% of the screening events in the overall trial. The support did not significantly increase the odds of first-time screening (OR = 1.33, 95% CI 0.81-2.18, p = 0.25) or of annual screening (OR = 0.99, 95% CI 0.42-2.37, p = 0.98). Screening more than once annually occurred in 6240 clients. Of the 841 clients with four or more screens annually, over 50% did not fall into a high-risk category. Females were overrepresented. More males than females fell into high-risk categories. CONCLUSION: The significant increase in odds of screening observed in the main trial did not translate to significant improvement in first-time or annual screening following implementation of support. This appeared to be due to some clients being screened more frequently than annually, while more than half remained unscreened. Further strategies to improve alcohol screening should focus on appropriate screening regularity as well as overall rates, to ensure clinically useful information about alcohol consumption. Trial Registration ACTRN12618001892202, retrospectively registered 16 November 2018 https://anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12618001892202 .


Assuntos
Serviços de Saúde do Indígena , Austrália , Serviços de Saúde Comunitária , Feminino , Humanos , Masculino , Havaiano Nativo ou Outro Ilhéu do Pacífico , Grupos Raciais
3.
Addiction ; 117(3): 796-803, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34605084

RESUMO

BACKGROUND AND AIMS: There is a higher prevalence of unhealthy alcohol use among Indigenous populations, but there have been few studies of the effectiveness of screening and treatment in primary health care. Over 24 months, we tested whether a model of service-wide support could increase screening and any alcohol treatment. DESIGN: Cluster-randomized trial with 24-month implementation (12 months active, 12 months maintenance). SETTING: Australian Aboriginal Community Controlled primary care services. PARTICIPANTS: Twenty-two services (83 032 clients) that use Communicare practice software and see at least 1000 clients annually, randomized to the treatment arm or control arm. INTERVENTION AND COMPARATOR: Multi-faceted early support model versus a comparator of waiting-list control (11 services). MEASUREMENTS: A record (presence = 1, absence = 0) of: (i) Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) screening (primary outcome), (ii) any-treatment and (iii) brief intervention. We received routinely collected practice data bimonthly over 3 years (1-year baseline, 1-year implementation, 1-year maintenance). Multi-level logistic modelling was used to compare the odds of each outcome before and after implementation. FINDINGS: The odds of being screened within any 2-month reference period increased in both arms post-implementation, but the increase was nearly eight times greater in early-support services [odds ratio (OR) = 7.95, 95% confidence interval (CI) = 4.04-15.63, P < 0.001]. The change in odds of any treatment in early support was nearly double that of waiting-list controls (OR = 1.89, 95% CI = 1.19-2.98, P = 0.01) but was largely driven by decrease in controls. There was no clear evidence of difference between groups in the change in the odds of provision of brief intervention (OR = 1.95, 95% CI = 0.53-7.17, P = 0.32). CONCLUSIONS: An early support model designed to aid routine implementation of alcohol screening and treatment in Aboriginal health services resulted in improvement of Alcohol Use Disorders Identification Test-Consumption screening rates over 24 months of implementation, but the effect on treatment was less clear.


Assuntos
Alcoolismo , Serviços de Saúde do Indígena , Alcoolismo/diagnóstico , Alcoolismo/terapia , Austrália , Redução do Dano , Humanos , Havaiano Nativo ou Outro Ilhéu do Pacífico
4.
BMC Med Res Methodol ; 21(1): 58, 2021 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-33752604

RESUMO

BACKGROUND: Interrupted time series analysis is increasingly used to evaluate the impact of large-scale health interventions. While segmented regression is a common approach, it is not always adequate, especially in the presence of seasonality and autocorrelation. An Autoregressive Integrated Moving Average (ARIMA) model is an alternative method that can accommodate these issues. METHODS: We describe the underlying theory behind ARIMA models and how they can be used to evaluate population-level interventions, such as the introduction of health policies. We discuss how to select the shape of the impact, the model selection process, transfer functions, checking model fit, and interpretation of findings. We also provide R and SAS code to replicate our results. RESULTS: We illustrate ARIMA modelling using the example of a policy intervention to reduce inappropriate prescribing. In January 2014, the Australian government eliminated prescription refills for the 25 mg tablet strength of quetiapine, an antipsychotic, to deter its prescribing for non-approved indications. We examine the impact of this policy intervention on dispensing of quetiapine using dispensing claims data. CONCLUSIONS: ARIMA modelling is a useful tool to evaluate the impact of large-scale interventions when other approaches are not suitable, as it can account for underlying trends, autocorrelation and seasonality and allows for flexible modelling of different types of impacts.


Assuntos
Antipsicóticos , Modelos Estatísticos , Austrália , Previsões , Humanos , Análise de Séries Temporais Interrompida , Projetos de Pesquisa
5.
Br J Clin Pharmacol ; 87(10): 3706-3720, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33629352

RESUMO

Routinely collected data have been increasingly used to assess long-term opioid therapy (LTOT) patterns, with very little guidance on how to measure LTOT from these data sources. We conducted a systematic review of studies published between January 2000 and July 2019 to catalogue LTOT definitions, the rationale for definitions and LTOT rates in observational research using routinely collected data in nonsurgical settings. We screened 4056 abstracts, 210 full-text manuscripts and included 128 studies, mostly from the United States (81%) and published between 2015 and 2019 (69%). We identified 78 definitions of LTOT, commonly operationalised as 90 days of use within a year (23%). Studies often used multiple criteria to derive definitions (60%), mostly based on measures of duration, such as supply days/days of use (66%), episode length (21%) or prescription fills within specified time periods (12%). Definitions were based on previous publications (63%), clinical judgment (16%) or empirical data (3%); 10% of studies applied more than one definition. LTOT definition was not provided with enough details for replication in 14 studies and 38 studies did not specify the opioids evaluated. Rates of LTOT within study populations ranged from 0.2% to 57% according to study design and definition used. We observed a substantial rise in the last 5 years in studies evaluating LTOT with large variability in the definitions used and poor reporting of the rationale and implementation of definitions. This variation impacts on research reproducibility, comparability of findings and the development of strategies aiming to curb therapy that is not guideline-recommended.


Assuntos
Analgésicos Opioides , Dados de Saúde Coletados Rotineiramente , Humanos , Reprodutibilidade dos Testes , Estados Unidos
6.
Addiction ; 116(9): 2304-2315, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33565676

RESUMO

BACKGROUND AND AIMS: Unhealthy alcohol consumption is a key concern for Aboriginal and Torres Strait Islander ('Indigenous') communities. It is important to identify and treat at-risk drinkers, to prevent harms to physical or social wellbeing. We aimed to test whether training and support for Aboriginal Community Controlled Health Service (ACCHS) staff would increase rates of alcohol screening and brief intervention. DESIGN: Cluster randomized trial. SETTING: Australia. Cases/Intervention/Measurements Twenty-two ACCHSs that see at least 1000 clients per year and use Communicare as practice management software. The study included data on 70 419 clients, training, regular data feedback, collaborative support and funding for resources ($9000). Blinding was not used. The comparator was waiting-list control (equal allocation). Alcohol Use Disorder Identification Test (AUDIT-C) screening and records of brief interventions were extracted from practice management software at 2-monthly intervals. Observations described the clinical actions taken for clients over each 2-month interval. The baseline period (28 August 2016-28 August 2017) was compared with the post-implementation period (29 August 2017-28 August 2018). We used multi-level logistic regression to test the hypotheses that clients attending a service receiving active support would be more likely to be screened with AUDIT-C (primary outcome) or to receive a brief intervention (secondary outcome). FINDINGS: We observed an increase in the odds of screening with AUDIT-C for both groups, but the increase was 5.52 [95% confidence interval (CI) = 4.31, 7.07] times larger at services receiving support. We found little evidence that the support programme increased the odds of a recorded brief intervention relative to control services (odds ratio = 2.06; 95% CI = 0.90, 4.69). Differences in baseline screening activity between treatment and control reduce the certainty of our findings. CONCLUSIONS: Providing Aboriginal Community Controlled Health Services with training and support can improve alcohol (AUDIT-C) screening rates.


Assuntos
Serviços de Saúde do Indígena , Austrália , Serviços de Saúde Comunitária , Atenção à Saúde , Humanos , Havaiano Nativo ou Outro Ilhéu do Pacífico
7.
Int J Epidemiol ; 48(1): 254-265, 2019 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-30358847

RESUMO

BACKGROUND: Obtaining unbiased causal estimates from longitudinal observational data can be difficult due to exposure-affected time-varying confounding. The past decade has seen considerable development in methods for analysing such complex longitudinal data. However, the extent to which those methods have been implemented is unclear. This study describes and characterizes the state of the field in methods adjusting for exposure-affected time-varying confounding, and examines their use in the literature. METHODS: We systematically reviewed the literature from 2000 to 2016 for studies adjusting for time-dependent confounding, including use of specific methods like inverse probability of treatment weighting (IPTW). Articles were coded based on the methods used and, for applied articles, the topic areas covered. RESULTS: We screened 4239 abstracts, and subsequently reviewed 1100 articles, leaving 542 relevant articles in the analyses. The number of published articles increased from two in 2000, to 112 in 2016. This increase was primarily in applied articles using IPTW, which increased from one study in 2000, to 90 in 2016. Of the 432 studies with applications to observed data, 60.9% were on at least one of: HIV (30.6%), cardiopulmonary health (13.2%), kidney disease (11.8%) or mental health (10.0%). CONCLUSIONS: There has been marked growth in reports addressing exposure-affected time-varying confounding. This was driven by work in a small number of topic areas, with other areas showing relatively little uptake. In addition, despite developments in more advanced methods such doubly robust techniques and estimation via machine learning, implementation has been largely concentrated on the simpler, yet potentially less robust, IPTW.


Assuntos
Causalidade , Fatores de Confusão Epidemiológicos , Interpretação Estatística de Dados , Aprendizado de Máquina , Modelos Estatísticos , Viés , Simulação por Computador , Nível de Saúde , Humanos , Saúde Mental , Probabilidade
8.
CMAJ ; 190(12): E355-E362, 2018 03 26.
Artigo em Inglês | MEDLINE | ID: mdl-29581162

RESUMO

BACKGROUND: Australia introduced tamper-resistant controlled-release (CR) oxycodone in April 2014. We quantified the impact of the reformulation on dispensing, switching and poisonings. METHODS: We performed interrupted time-series analyses using population-representative national dispensing data from 2012 to 2016. We measured dispensing of oxycodone CR (≥ 10 mg), discontinuation of use of strong opioids and switching to other strong opioids after the reformulation compared with a historical control period. Similarly, we compared calls about intentional opioid poisoning using data from a regional poisons information centre. RESULTS: After the reformulation, dispensing decreased for 10-30 mg (total level shift -11.1%, 95% confidence interval [CI], -17.2% to -4.6%) and 40-80 mg oxycodone CR (total level shift -31.5%, 95% CI -37.5% to -24.9%) in participants less than 65 years of age but was unchanged in people 65 years of age or older. Compared with the previous year, discontinuation of use of strong opioids did not increase (adjusted hazard ratio [HR] 0.95, 95% CI 0.91 to 1.00), but switching to oxycodone/naloxone did increase (adjusted HR 1.54, 95% CI 1.32 to 1.79). Switching to morphine varied by age (p < 0.001), and the greatest increase was in participants less than 45 years of age (adjusted HR 4.33, 95% CI 2.13 to 8.80). Participants switching after the reformulation were more likely to be dispensed a tablet strength of 40 mg or more (adjusted odds ratio [OR] 1.40, 95% CI 1.09 to 1.79). Calls for intentional poisoning that involved oxycodone taken orally increased immediately after the reformulation (incidence rate ratio (IRR) 1.31, 95% CI 1.05-1.64), but there was no change for injected oxycodone. INTERPRETATION: The reformulation had a greater impact on opioid access patterns of people less than 65 years of age who were using higher strengths of oxycodone CR. This group has been identified as having an increased risk of problematic opioid use and warrants closer monitoring in clinical practice.


Assuntos
Analgésicos Opioides/administração & dosagem , Composição de Medicamentos , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Transtornos Relacionados ao Uso de Opioides/prevenção & controle , Oxicodona/administração & dosagem , Padrões de Prática Médica/estatística & dados numéricos , Adulto , Idoso , Idoso de 80 Anos ou mais , Austrália/epidemiologia , Preparações de Ação Retardada , Feminino , Humanos , Análise de Séries Temporais Interrompida , Modelos Logísticos , Masculino , Pessoa de Meia-Idade
9.
Clin Toxicol (Phila) ; 56(7): 633-639, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29098875

RESUMO

CONTEXT: Intentional self-poisoning with the herbicide paraquat has a very high case-fatality and is a major problem in rural Asia and Pacific. OBJECTIVES: We aimed to determine whether the addition of immunosuppression to supportive care offers benefit in resource poor Asian district hospitals. MATERIALS AND METHODS: We performed a randomised placebo-controlled trial comparing immunosuppression (intravenous cyclophosphamide up to 1 g/day for two days and methylprednisolone 1 g/day for three days, and then oral dexamethasone 8 mg three-times-a-day for 14 days) with saline and placebo tablets, in addition to standard care, in patients with acute paraquat self-poisoning admitted to six Sri Lankan hospitals between 1st March 2007 and 15th November 2010. The primary outcome was in-hospital mortality. RESULTS: 299 patients were randomised to receive immunosuppression (147) or saline/placebo (152). There was no significant difference in in-hospital mortality rates between the groups (immunosuppression 78 [53%] vs. placebo 94 [62%] (Chi squared test 2.4, p = .12). There was no difference in mortality at three months between the immunosuppression (101/147 [69%]) and placebo groups (108/152 [71%]); (mortality reduction 2%, 95% CI: -8 to +12%). A Cox model did not support benefit from high-dose immunosuppression but suggested potential benefit from the subsequent two weeks of dexamethasone. CONCLUSIONS: We found no evidence that high dose immunosuppression improves survival in paraquat-poisoned patients. The continuing high mortality means further research on the use of dexamethasone and other potential treatments is urgently needed.


Assuntos
Herbicidas/intoxicação , Imunossupressores/uso terapêutico , Paraquat/intoxicação , Adulto , Feminino , Mortalidade Hospitalar , Humanos , Masculino , Intoxicação/mortalidade , Modelos de Riscos Proporcionais
10.
Psychiatr Serv ; 67(10): 1091-1097, 2016 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-27247176

RESUMO

OBJECTIVE: This study compared changes in criminal justice contact, quality of life, and social connectedness over a 12-month follow-up period between participants in two Housing First configurations (scattered site [SS] and congregate site [CS]). METHODS: A longitudinal, quantitative design was utilized for this ecological study. Changes in individual outcomes over time were compared for SS and CS participants who completed both baseline and 12-month follow-up surveys (N=63). RESULTS: The number of contacts with various types of criminal justice system channels differed significantly between SS and CS participants, decreasing significantly among SS participants and increasing significantly among CS participants. The two groups did not differ on quality-of-life outcomes or social-connectedness measures, with the exception of case management engagement, whereby a greater proportion of SS participants disengaged from this service over time compared with CS participants. At follow-up, significant within-group changes over time emerged, with increased boredom reported among SS participants, whereas CS participants reported improvements in social relationships, with fewer reporting losing their temper. CONCLUSIONS: The findings supported the notion that the Housing First approach has the potential to significantly improve the lives of persons who have experienced chronic homelessness, a traditionally marginalized and vulnerable group. Over time, this may result in a reduction in the use of acute services, thereby reducing societal costs. The challenge remains to identify the suitability of particular configurations of housing and support and how service delivery can optimize individual outcomes so positive outcomes are maintained in the longer term.


Assuntos
Direito Penal/estatística & dados numéricos , Pessoas Mal Alojadas/estatística & dados numéricos , Habitação Popular/estatística & dados numéricos , Qualidade de Vida , Apoio Social , Adulto , Austrália , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade
11.
BMC Med Inform Decis Mak ; 15: 55, 2015 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-26174550

RESUMO

BACKGROUND: Comparing outcomes between hospitals requires consideration of patient factors that could account for any observed differences. Adjusting for comorbid conditions is common when studying outcomes following cancer surgery, and a commonly used measure is the Charlson comorbidity index. Other measures of patient health include the ECOG performance status and the ASA physical status score. This study aimed to ascertain how frequently ECOG and ASA scores are recorded in population-based administrative data collections in New South Wales, Australia and to assess the contribution each makes in addition to the Charlson comorbidity index in risk adjustment models for comparative assessment of colorectal cancer surgery outcomes between hospitals. METHODS: We used linked administrative data to identify 6964 patients receiving surgery for colorectal cancer in 2007 and 2008. We summarised the frequency of missing data for Charlson comorbidity index, ECOG and ASA scores, and compared patient characteristics between those with and without these measures. The performance of ASA and ECOG in risk adjustment models that also included Charlson index was assessed for three binary outcomes: 12-month mortality, extended length of stay and 28-day readmission. Patient outcomes were compared between hospital peer groups using multilevel logistic regression analysis. RESULTS: The Charlson comorbidity index could be derived for all patients, ASA score was recorded for 78 % of patients and ECOG performance status recorded for only 24 % of eligible patients. Including ASA or ECOG improved the predictive ability of models, but there was no consistently best combination. The addition of ASA or ECOG did not substantially change parameter estimates for hospital peer group after adjusting for Charlson comorbidity index. CONCLUSIONS: While predictive ability of regression models is maximised by inclusion of one or both of ASA score and ECOG performance status, there is little to be gained by adding ASA or ECOG to models containing the Charlson comorbidity index to address confounding. The Charlson comorbidity index has good performance and is an appropriate measure to use in risk adjustment to compare outcomes between hospitals.


Assuntos
Neoplasias Colorretais/cirurgia , Comorbidade , Indicadores Básicos de Saúde , Armazenamento e Recuperação da Informação , Avaliação de Resultados em Cuidados de Saúde , Risco Ajustado/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
12.
Cancer Epidemiol ; 39(4): 578-84, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26100364

RESUMO

BACKGROUND: Little is known about patterns of care after a cancer of unknown primary (CUP) diagnosis. METHODS: We performed a retrospective cohort study to describe and compare the treatment, health service use and survival of patients with CUP and metastatic cancer of known primary among 143,956 Australian Government Department of Veterans' Affairs clients, 2004-2007. We randomly matched clients with CUP (C809; n=252) with clients with a first diagnosis of metastatic solid cancer of known primary (n=980). We ascertained health services from the month of diagnosis up to 2 months post-diagnosis for consultations, hospitalizations and emergency department visits, and up to 1 year for treatment. We compared cancer treatments using conditional logistic regression; consultation rates using negative binomial regression; and survival using stratified Cox regression. RESULTS: 30% of CUP patients and 70% of patients with known primary received cancer treatment and the median survival was 37 days and 310 days respectively. CUP patients received fewer cancer medicines (odds ratio (OR)=0.54, 95% confidence interval (CI) 0.33-0.89) and less cancer-related surgery (OR=0.25, 95% CI 0.15-0.41); males with CUP received more radiation therapy (OR=2.88, 95% CI 1.69-4.91). CUP patients had more primary care consultations (incidence rate ratio (IRR)=1.25, 95% CI 1.11-1.41), emergency department visits (IRR=1.86, 95% CI 1.50-2.31) and hospitalizations (IRR=1.18, 95% CI 1.03-1.35), and a higher risk of death within 30 days (hazard ratio=3.30, 95% CI 1.69-6.44). CONCLUSIONS: Patients with CUP receive less treatment but use more health services, which may reflect underlying patient and disease characteristics.


Assuntos
Neoplasias Primárias Desconhecidas/terapia , Idoso , Idoso de 80 Anos ou mais , Austrália , Estudos de Coortes , Feminino , Governo , Serviços de Saúde/estatística & dados numéricos , Humanos , Modelos Logísticos , Masculino , Neoplasias Primárias Desconhecidas/mortalidade , Razão de Chances , Estudos Retrospectivos , Veteranos
13.
Cancer Epidemiol ; 39(4): 585-92, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26088263

RESUMO

BACKGROUND: Population-based data on the use of health services and diagnostic investigations for patients with cancer of unknown primary (CUP) is scarce. It is uncertain whether the pathways to diagnosis are different for CUP compared to other cancers. METHODS: We performed a population-based nested matched case-control study using linked routinely collected records for Australian Government Department of Veterans' Affairs clients, 2004-2007. We compared health care consultations, hospitalisations, emergency department visits, and diagnostic procedures in the three months prior and the month of diagnosis for 281 clients registered with a diagnosis of CUP (C809) and 1102 controls randomly selected from clients registered with a first diagnosis of metastatic cancer of known primary. RESULTS: Overall, the median age at cancer diagnosis was 83 years. CUP patients were slightly older and had significantly more comorbidities prior to diagnosis than those with known primary. Compared to known primary, a diagnosis of CUP was significantly more likely after an emergency department visit, less specialist input, fewer invasive diagnostic procedures such as resection or endoscopy, and more non-invasive procedures such as magnetic resonance imaging. There were no differences in primary care or allied health consultations and hospitalisations. CONCLUSIONS: This health care pathway suggests delayed recognition of cancer and scope for improvement in the medical management of high-risk individuals presenting to primary care. The pattern of diagnostic investigations reveals under-investigation in some CUP patients but this is likely to reflect recognition of limited treatment options and poor prognosis and is consistent with clinical guidelines.


Assuntos
Serviços de Saúde/estatística & dados numéricos , Neoplasias Primárias Desconhecidas/terapia , Idoso , Idoso de 80 Anos ou mais , Austrália , Estudos de Casos e Controles , Feminino , Governo , Humanos , Masculino , Atenção Primária à Saúde , Veteranos
14.
Med J Aust ; 202(11): 591-5, 2015 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-26068693

RESUMO

OBJECTIVES: To examine the impact of a two-part special edition of the Australian Broadcasting Corporation's science journalism program Catalyst (titled Heart of the matter), aired in October 2013, that was critical of HMG-CoA reductase inhibitors ("statins"). DESIGN, SETTING AND PARTICIPANTS: Population-based interrupted time-series analysis of a 10% sample of Australian long-term concessional beneficiaries who were dispensed statins under the Pharmaceutical Benefits Scheme (about 51% of all people who were dispensed a statin between 1 July 2009 and 30 June 2014); dispensing of proton pump inhibitors (PPIs) was used as a comparator. MAIN OUTCOME MEASURES: Change in weekly dispensings and discontinuation of use of statins and PPIs, adjusting for seasonal and long-term trends, overall and (for statins only) stratified by the use of cardiovascular and diabetes medicines. RESULTS: In our sample, 191 833 people were dispensed an average of 26 946 statins weekly. Following the Catalyst program, there was a 2.60% (95% CI, 1.40%-3.77%; P < 0.001) reduction in statin dispensing, equivalent to 14 005 fewer dispensings Australia-wide every week. Dispensing decreased by 6.03% (95% CI, 3.73%-8.28%; P < 0.001) for people not dispensed other cardiovascular and diabetes medicines and 1.94% (0.42%-3.45%; P = 0.01) for those dispensed diabetes medicines. In the week the Catalyst program aired, there was a 28.8% (95% CI, 15.4%-43.7%; P < 0.001) increase in discontinuation of statin use, which decayed by 9% per week. An estimated 28 784 additional Australians ceased statin treatment. Discontinuation occurred regardless of the use of other cardiovascular and diabetes medicines. There were no significant changes in PPI use after the Catalyst program. CONCLUSIONS: Following airing of the Catalyst program, there was a temporary increase in discontinuation and a sustained decrease in overall statin dispensing. Up until 30 June 2014, there were 504 180 fewer dispensings of statins, and we estimate this to have affected 60 897 people.


Assuntos
Uso de Medicamentos/estatística & dados numéricos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Idoso , Austrália , Feminino , Humanos , Masculino , Guias de Prática Clínica como Assunto , Avaliação de Programas e Projetos de Saúde
15.
J Clin Epidemiol ; 68(4): 379-86, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25582754

RESUMO

OBJECTIVES: The Charlson score is a commonly used measure of comorbidity; however, there is little empirical research into the optimal implementation when studying cancer surgery outcomes using administrative data. We compared four alternative Charlson score implementations, including and excluding metastatic cancer and varying the look-back periods. STUDY DESIGN AND SETTING: Nine years of linked administrative data were used to identify patients undergoing surgery for cancer of the colon, rectum, or lung in New South Wales, Australia. Four binary outcomes of 30- and 365-day mortality, length of stay greater than 21 days, and emergency readmission within 28 days were compared between groups of similar hospitals. Hospital risk adjustment models were compared for alternative Charlson score implementations. RESULTS: Excluding metastatic cancer from the Charlson score improved model performance for short-term outcomes, but there was no implementation that was consistently optimal. Incorporating a look-back period reduced the number of patients for analysis but did not improve hospital risk adjustment. CONCLUSION: Charlson scores for hospital risk adjustment of short-term outcomes of cancer surgery should be calculated excluding metastatic cancer as a separate comorbidity. We found no clear best performing implementation and found no benefit in incorporating any look-back period.


Assuntos
Neoplasias/diagnóstico , Neoplasias/cirurgia , Austrália/epidemiologia , Comorbidade , Feminino , Hospitais , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/epidemiologia , Neoplasias/mortalidade , New South Wales/epidemiologia , Avaliação de Resultados em Cuidados de Saúde , Prognóstico , Projetos de Pesquisa , Risco Ajustado , Índice de Gravidade de Doença , Resultado do Tratamento
16.
Med J Aust ; 200(7): 403-7, 2014 Apr 21.
Artigo em Inglês | MEDLINE | ID: mdl-24794673

RESUMO

OBJECTIVE: To identify predictors of variation in colorectal cancer care and outcomes in New South Wales. DESIGN, SETTING AND PATIENTS: Multilevel logistic regression analysis using a linked population-based dataset based on the records of patients with cancer of the colon, rectosigmoid junction or rectum who were registered in 2007 and 2008 by the NSW Central Cancer Registry and treated in 105 hospitals in NSW. MAIN OUTCOME MEASURES: Six outcome measures (30-day mortality, 28-day emergency readmission, prolonged length of stay, 30-day wound infection, 90-day venous thromboembolism, 1-year mortality) and five care process measures (discussion at multidisciplinary team [MDT] meeting, documented cancer stage, recorded pathological stage, treatment within 31 days of decision to treat, treatment within 62 days of referral). RESULTS: We analysed data for 6890 people. There was wide variation between hospitals in care process measures, even after adjusting for patient and hospital factors. Older adults were less likely to be discussed at an MDT meeting and receive treatment within suggested time frames (all P < 0.001 for colon cancer). Increasing patient age, greater extent of disease, higher Charlson comorbidity score and resection after emergency admission consistently showed strong evidence of an association with poor outcomes. Much of the variation between hospitals in outcome measures was accounted for by patient characteristics. CONCLUSIONS: Patient characteristics should be included in risk-adjustment models for comparing outcomes between hospitals and for quantifying hospital variation. Further exploration of the reasons why certain hospitals and patients appear to be at risk of poorer care is needed.


Assuntos
Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/terapia , Tempo de Internação/estatística & dados numéricos , Readmissão do Paciente/estatística & dados numéricos , Adolescente , Adulto , Distribuição por Idade , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Escolaridade , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Lactente , Recém-Nascido , Pacientes Internados/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , New South Wales/epidemiologia , Valor Preditivo dos Testes , Neoplasias Retais/mortalidade , Neoplasias Retais/terapia , Medição de Risco , Fatores de Risco , Infecção da Ferida Cirúrgica/etiologia , Infecção da Ferida Cirúrgica/mortalidade , Infecção da Ferida Cirúrgica/terapia , Falha de Tratamento , Resultado do Tratamento , Tromboembolia Venosa/etiologia , Tromboembolia Venosa/mortalidade , Tromboembolia Venosa/terapia
17.
J Geriatr Oncol ; 5(3): 323-30, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24656735

RESUMO

OBJECTIVES: To investigate the effect of patient age on receipt of stage-appropriate adjuvant therapy for colorectal cancer in New South Wales, Australia. MATERIALS AND METHODS: A linked population-based dataset was used to examine the records of 580 people with lymph node-positive colon cancer and 498 people with high-risk rectal cancer who underwent surgery following diagnosis in 2007/2008. Multilevel logistic regression models were used to determine whether age remained an independent predictor of adjuvant therapy utilisation after accounting for significant patient, surgeon and hospital characteristics. RESULTS: Overall, 65-73% of eligible patients received chemotherapy and 42-53% received radiotherapy. Increasing age was strongly associated with decreasing likelihood of receiving chemotherapy for lymph node-positive colon cancer (p<0.001) and radiotherapy for high-risk rectal cancer (p=0.003), even after adjusting for confounders such as Charlson comorbidity score and ASA health status. People aged over 70years for chemotherapy and over 75years for radiotherapy were significantly less likely to receive treatment than those aged less than 65. Emergency resection, intensive care admission, and not having a current partner also independently predicted chemotherapy nonreceipt. Other predictors of radiotherapy nonreceipt included being female, not being discussed at multidisciplinary meeting, and lower T stage. Adjuvant therapy rates varied widely between hospitals where surgery was performed. CONCLUSION: There are continuing age disparities in adjuvant therapy utilisation in NSW that are not explained by patients' comorbidities or health status. Further exploration of these complex treatment decisions is needed. Variation by hospital and patient characteristics indicates opportunities to improve patient care and outcomes.


Assuntos
Neoplasias do Colo/terapia , Neoplasias Retais/terapia , Adolescente , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Quimioterapia Adjuvante/estatística & dados numéricos , Criança , Pré-Escolar , Feminino , Nível de Saúde , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , New South Wales , Radioterapia Adjuvante/estatística & dados numéricos , Adulto Jovem
18.
Dis Colon Rectum ; 57(4): 415-22, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24608296

RESUMO

BACKGROUND: Meta-analyses of randomized controlled trials support the use of laparoscopically assisted resection for colon cancer. The evidence supporting its use in rectal cancer is weak. OBJECTIVE: The purpose of this work was to investigate the uptake of laparoscopically assisted resection for colon and rectal cancer and to compare short- and long-term outcomes using population data. DESIGN: This was a retrospective cohort study using linked administrative health data. SETTINGS: The study encompassed all of the public and private hospitals in New South Wales, Australia, between 2000 and 2008. PATIENTS: A total of 27,947 patients with colon or rectal cancer undergoing surgery with curative intent were included in the study. MAIN OUTCOME MEASURES: We summarized the proportion of resections performed laparoscopically. Short-term outcomes were extended stay, 28-day readmission, 28-day emergency readmission, 30- and 90-day mortality, and 90-day readmission with pulmonary embolism or deep-vein thrombosis. Long-term outcomes were all-cause and cancer-specific death and admission with obstruction or incisional hernia repair. RESULTS: Laparoscopic procedures increased between 2000 and 2008 for colon (1.5%-20.7%) and rectal cancer (0.6%-15.5%). Laparoscopic procedures reduced rates of extended stay (OR, 0.60; 95% CI, 0.49-0.72) and 28-day readmission (OR, 0.86; 95% CI, 0.74-0.99) for colon cancer. For rectal cancer, laparoscopic procedures had lower rates of 28-day readmission (OR, 0.58; 95% CI, 0.42-0.78) and 28-day emergency readmission (OR, 0.54; 95% CI, 0.34-0.85). Laparoscopic procedures improved cancer-specific survival for rectal cancer (HR, 0.71; 95% CI, 0.51-1.00). Survival benefits were observed for laparoscopically assisted colon resection in higher-caseload hospitals but not lower-caseload hospitals. LIMITATIONS: It was not possible to identify laparoscopically assisted resections converted to open procedures because of the claims-based nature of the data. CONCLUSIONS: Despite increases in laparoscopically assisted resections for colon and rectal cancer, the majority of resections are still treated by open procedures. Our data suggest that laparoscopic resection reduces the lengths of stay and rates of readmission and may result in improved cancer-specific survival for both colon and rectal resections.


Assuntos
Colectomia/métodos , Neoplasias do Colo/cirurgia , Laparoscopia/estatística & dados numéricos , Neoplasias Retais/cirurgia , Reto/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Colectomia/estatística & dados numéricos , Colectomia/tendências , Neoplasias do Colo/mortalidade , Feminino , Humanos , Laparoscopia/tendências , Tempo de Internação/estatística & dados numéricos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , New South Wales , Readmissão do Paciente/estatística & dados numéricos , Complicações Pós-Operatórias/epidemiologia , Neoplasias Retais/mortalidade , Sistema de Registros , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
19.
Med J Aust ; 200(1): 29-32, 2014 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-24438415

RESUMO

OBJECTIVES: To investigate whether the introduction of tobacco plain packaging in Australia from 1 October 2012 was associated with a change in the number of calls to the smoking cessation helpline, Quitline, and to compare this with the impact of the introduction of graphic health warnings from 1 March 2006. DESIGN AND SETTING: Whole-of-population interrupted time-series analysis in New South Wales and the Australian Capital Territory between 1 March 2005 and October 2006 for the comparator, graphic health warnings, and October 2011 and April 2013 for the intervention of interest, tobacco plain packaging. MAIN OUTCOME MEASURE: Weekly number of calls to the Quitline, after adjusting for seasonal trends, anti-tobacco advertising, cigarette costliness and the number of smokers in the community. RESULTS: There was a 78% increase in the number of calls to the Quitline associated with the introduction of plain packaging (baseline, 363/week; peak, 651/week [95% CI, 523-780/week; P < 0.001]). This peak occurred 4 weeks after the initial appearance of plain packaging and has been prolonged. The 2006 introduction of graphic health warnings had the same relative increase in calls (84%; baseline, 910/week; peak, 1673/week [95% CI, 1383-1963/week; P < 0.001]) but the impact of plain packaging has continued for longer. CONCLUSIONS: There has been a sustained increase in calls to the Quitline after the introduction of tobacco plain packaging. This increase is not attributable to anti-tobacco advertising activity, cigarette price increases nor other identifiable causes. This is an important incremental step in comprehensive tobacco control.


Assuntos
Linhas Diretas/estatística & dados numéricos , Embalagem de Produtos , Abandono do Hábito de Fumar/estatística & dados numéricos , Produtos do Tabaco , Austrália/epidemiologia , Humanos , Embalagem de Produtos/legislação & jurisprudência , Embalagem de Produtos/métodos , Embalagem de Produtos/estatística & dados numéricos , Produtos do Tabaco/efeitos adversos , Produtos do Tabaco/estatística & dados numéricos
20.
Asia Pac J Clin Oncol ; 10(2): e63-8, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23176304

RESUMO

AIM: To assess the performance of a proxy for estrogen receptor (ER) status in breast cancer patients using dispensing data. METHODS: We derived our proxy using 167 patients. ER+ patients had evidence of at least one dispensing record for hormone therapy during the lookback period, irrespective of diagnosis date and ER- had no dispensing records for hormone therapy during the period. We validated the proxy against our gold standard, ER status from pathology reports or medical records. We assessed the proxy's performance using three lookback periods: 4.5 years, 2 years, 1 year. RESULTS: More than half of our cohort (62%) were >50 years, 54% had stage III/IV breast cancer at recruitment, (46%) were diagnosed with breast cancer in 2009 and 23% were diagnosed before 2006. Sensitivity and specificity were high for the 4.5 year lookback period (93%, 95% CI: 86-96%; and 95%: 83-99%), respectively) and remained high for the 2-year lookback period (91%: 84-95%; and 95%: 83-99%). Sensitivity decreased (83%: 75.2-89%) but specificity remained high (95%: 83-99%) using the 1-year lookback period and the period is long enough to allow sufficient time for hormone therapy to be dispensed. CONCLUSION: Our proxy accurately infers ER status in studies of breast cancer treatment based on secondary health data. The proxy is most robust with a minimum lookback period of 2 years.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Receptores de Estrogênio/metabolismo , Austrália/epidemiologia , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/patologia , Estudos de Coortes , Análise Fatorial , Feminino , Humanos , Pessoa de Meia-Idade , Modelos Estatísticos , Reprodutibilidade dos Testes , Estudos Retrospectivos
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