Pharmaceutical Benefits Scheme Data Research Articles

Antidementia and Psychotropic Drug Use in Older People with Dementia in Australia: A National Data Linkage Study

ObjectivesTo estimate the national prevalence of antidementia and psychotropic medication use, and sociodemographic factors associated with their use, in Australians living with dementia. DesignRetrospective cross-sectional study. Setting and participantsNationwide data linkage study using 2021 Census and Pharmaceutical Benefits Scheme (PBS) data. All people aged 65 or older with dementia (self-reported in the Census or dispensed an antidementia drug subsidized by the PBS) were included. MethodsMedication use was defined as at least 1 dispensing during the 3-month period following the Census (August–October 2021). Prevalence of antidementia and psychotropic medication use, including antipsychotics, benzodiazepines and Z-drugs, antiepileptics, opioids, and psychostimulants, was calculated. Sociodemographic factors associated with medication use were explored using multivariable logistic regression models. ResultsOf the 177,809 older people living with dementia included, 58.6% were using at least 1 psychotropic medication. Antidepressants were the most commonly used psychotropics (41%), followed by opioids (20%) and antipsychotics (13%). Antidementia medications were used by a quarter of people with dementia (26%).People with dementia living in the highest socioeconomic area were more likely to use antidementia medications [adjusted odds ratio (OR), 1.22; 95% CI, 1.17–1.28] and less likely to use psychotropics (OR, 0.91; 95% CI, 0.88–0.95) compared with people living in the lowest socioeconomic area. Conversely, those living in inner regional areas were more likely to use psychotropics (OR, 1.06; 95% CI, 1.03–1.10) and less likely to use antidementia medications (OR, 0.79; 95% CI, 0.77–0.82) compared with people living in metropolitan areas. Conclusions and ImplicationsPsychotropics were commonly used in people with dementia in Australia. Disparities in access to health care due to socioeconomic status or remoteness may have influenced the use of antidementia and psychotropic medications. Further strategies to allow more equitable access to resources and medications are needed.

Significantly increasing multiple sclerosis prevalence in Australia from 2010 to 2021

Background: Multiple sclerosis (MS) prevalence is increasing globally. Objectives: To determine whether increased prevalence is continuing within Australia using our validated prescription-based ascertainment method. Methods: We used methods employed in our 2010 and 2017 prevalence estimates. Disease-modifying therapy (DMT) prescriptions were extracted from Australia’s Pharmaceutical Benefits Scheme data for January–December 2021. DMT penetrance was calculated using data from the Australian MS Longitudinal Study. We divided the total number of monthly prescriptions by 12 or 2 (except alemtuzumab), adjusted for DMT penetrance and Australian population estimates. Prevalences in Australian states/territories were age-standardised. 2021 prevalence estimates were compared with 2010 and 2017 prevalence estimates using Poisson regression. Results: Number of people with MS in Australia in 2021 was 33,335; an increase of 7728 from 2017 (30.2%) and 12,092 from 2010 (56.6%) and increasing at a faster rate than population change (+10.1%, +14.1%). Age-standardised prevalence was 136.1/100,000 (increased from 103.7/100,000 in 2017). The previously demonstrated positive latitudinal gradient in 2010 and 2017 persisted in 2021, with Tasmania (southernmost state) having the highest prevalence (age-standardised: 203.5/100,000) while northernmost states had the lowest. Conclusions: In line with global trends, MS prevalence is escalating in Australia, particularly in higher-latitude states. MS prevention is crucial to halt this disturbing trend.

Temporal trends in medication and service use patterns for mental health issues among men with prostate cancer.

Prostate cancer can significantly impact mental wellbeing, creating uncertainty and morbidity. This study described patterns of psychotropic medication and mental health service use, as a proxy measure for mental health problems, 5years before and 5years after prostate cancer diagnosis. Population-based registry data were linked with Pharmaceutical Benefits Scheme and Medicare Benefits Schedule data for all prostate cancer patients diagnosed in South Australia between 2012 and 2020 (n=13,693). We estimated the proportion and rates of psychotropic medication and mental health service use before and after diagnosis. Multivariable adjusted interrupted time series analyses (ITSA) were conducted to uncover temporal patterns. Fifteen percent of men commenced psychotropic medications and 6.4% sought out mental health services for the first time after diagnosis. Psychotropic medication use rose from 34.5% 5years before to 40.3% 5years after diagnosis, including an increase in use of antidepressants (from 20.7% to 26.0%) and anxiolytics (from 11.3% to 12.8%). Mental health service use increased from 10.2% to 12.1%, with the increase mostly being general practice mental health visits (from 7.8% to 10.6%). Multivariable ITSA indicated a significant rise in medication and service utilisation immediately before and in the first 2years following prostate cancer diagnosis. There is a clear increase in psychotropic medication use and mental health service use around the time of prostate cancer diagnosis. Mental health outcomes of men with prostate cancer may be improved with early mental health screening, particularly during the diagnosis process, to enable early intervention.

Patterns of Psychotropic Prescribing Practices in Autistic Children and Adolescents: An Australian Perspective of Two Cohorts Five Years Apart.

This study aims to describe the utilisation of psychotropic medications in Australian autistic children and adolescents. All children and adolescents with available Pharmaceutical Benefits Scheme data who endorsed an autism diagnosis in The Longitudinal Study of Australian Children, including both B (n = 233, age 0-1years in wave 1) and K cohorts (n = 157, age 4-5years in wave 1), were included to describe psychotropic prescribing patterns. 212 (54.4%) autistic children and adolescents received at least one psychotropic prescription and 99 (25.4%) had polypharmacy. The most common psychotropic class prescribed was antidepressants (31.3%). Children in the B cohort were more likely to have a parent-reported diagnosis of anxiety or depression (χ2 = 12.18, p < 0.001) and tended to be more likely to have received a psychotropic prescription (χ2 = 3.54, p = 0.06). Psychotropic prescribing in Australian autistic children is common despite limited evidence for efficacy and tolerability of psychotropics in this group.

Cross-sectional, case-control and longitudinal associations between exposure to glucagon-like peptide-1 receptor agonists and the dispensing of antidepressants.

To determine if the dispensing of glucagon-like peptide (GLP)-1 receptor agonists is associated with increased dispensing of antidepressants. We used cross-sectional, case-control and retrospective cohort study designs to examine the association between dispensed GLP-1 receptor agonists and antidepressants between 2012 and 2022 in the 10% random sample of the Australian Pharmaceutical Benefits Scheme (PBS) data. PBS-listed GLP-1 receptor agonists, exenatide, dulaglutide and semaglutide were the exposures. Outcomes were the odds ratio [ORs; 99% confidence interval (CI)] and hazard ratio (99% CI) of being dispensed any antidepressant. Analyses were adjusted for demographic measures and the dispensing of medicines to manage cardiovascular diseases or anxiety/insomnia. Statistical tests were two-sided at the 1% level of significance. In total, 358 075 of 1 746 391 individuals were dispensed antidepressants, and 8495 of the 24 783 dispensed a GLP-1 receptor agonist were also dispensed an antidepressant in 2022 (OR 1.44; 99% CI 1.38-1.50); 24 103 of the 1 746 391 participants had been dispensed a GLP-1 receptor agonist between 2012 and 2021, and of these 8083 were dispensed antidepressants in 2022 (OR 1.52; 99% CI 1.46-1.59). The 2012 cohort included 1 213 316 individuals who had not been dispensed antidepressants that year. The hazard ratio of being dispensed an antidepressant between 2013 and 2022 following the dispensing of a GLP-1 receptor agonist was 1.19 (99% CI 1.12-1.27). Additional analyses restricting the time of exposure confirmed these associations for all PBS-listed GLP-1 receptor agonists. Individuals exposed to GLP-1 receptor agonists are at greater risk of being dispensed antidepressants. The possible impact of GLP-1 receptor agonists on the mood of consumers requires ongoing vigilance and further research.

Risk of Pseudomonas aeruginosa antimicrobial resistance using time series analysis of antibiotic usage

AbstractBackgroundAntimicrobial resistance is emerging as one of the most potentially disastrous threats of the 21st century. Pseudomonas aeruginosa (P. aeruginosa) is a leading resistant pathogen and is clinically significant due to its limited available treatment using antibiotics. Rising resistance of P. aeruginosa is of increasing concern and it is currently listed as one of the top three critically resistant pathogens by the World Health Organization. It is currently known that resistance in P. aeruginosa is significantly linked with the consumption of all antibiotics, making usage surveillance of particular concern.AimThe aim of the current study was to model current and future antibiotic usage using available prescription data for antipseudomonal antibiotics.MethodA time‐series analysis was performed on Pharmaceutical Benefits Scheme/Repatriation Pharmaceutical Benefits Scheme data from January 2000–June 2020 using Facebook Prophet time‐series methods in Python 3.9.14 to analyse and forecast trends to 2025. Ethical approval was not required for this research article as it used publicly available data and did not involve human subjects.ResultsThe usage of antipseudomonal antibiotics decreased by 14.3% from 2014 to 2020 (95% confidence interval [CI] −30.4% to 2.3%) and is projected to further decrease by 11.7% by 2025 (95% CI −30.6% to 7.3%).ConclusionThe current study showed a decline in the use of certain antipseudomonal antibiotics in Australia since 2015 and projects that their use will continue to decline. This is likely due to an increased judicious use of these antibiotics.

Health service and medication costs associated with common mental disorders and subthreshold symptoms in women: Findings from the Geelong Osteoporosis Study in Australia.

This analysis estimated 2013 annual healthcare costs associated with the common mental disorders of mood and anxiety disorders and psychological symptoms within a representative sample of Australian women. Data from the 15-year follow-up of women in the Geelong Osteoporosis Study were linked to 12-month Medicare Benefits Schedule and Pharmaceutical Benefits Scheme data. A Structured Clinical Interview for Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Non-patient edition identified common mental disorders and the General Health Questionnaire 12 assessed psychological symptoms. Participants were categorised into mutually exclusive groups: (1) common mental disorder (past 12 months), (2) subthreshold (no common mental disorder and General Health Questionnaire 12 score ⩾4) or (3) no common mental disorder and General Health Questionnaire 12 score <4. Two-part and hurdle models estimated differences in service use, and adjusted generalised linear models estimated mean differences in costs between groups. Compared to no common mental disorder, women with common mental disorders utilised more Medicare Benefits Schedule services (mean 26.9 vs 20.0, p < 0.001), had higher total Medicare Benefits Schedule cost ($1889 vs $1305, p < 0.01), received more Pharmaceutical Benefits Scheme prescriptions (35.8 vs 20.6, p < 0.001), had higher total Pharmaceutical Benefits Scheme cost ($1226 vs $740, p < 0.05) and had significantly higher annual out-of-pocket costs for Pharmaceutical Benefits Scheme prescriptions ($249 vs $162, p < 0.001). Compared to no common mental disorder, subthreshold women were less likely to use any Medicare Benefits Schedule service (89.6% vs 97.0%, p < 0.01), but more likely to use mental health services (11.4% vs 2.9%, p < 0.01). The subthreshold group received more Pharmaceutical Benefits Scheme prescriptions (mean 43.3 vs 20.6, p < 0.001) and incurred higher total Pharmaceutical Benefits Scheme cost ($1268 vs $740, p < .05) compared to no common mental disorder. Common mental disorders and subthreshold psychological symptoms place a substantial economic burden on Australian healthcare services and consumers.

Changes in the numbers of hospital-based abortions and outpatient early medical abortions in Victoria, 2012-22: a retrospective cohort study.

To assess changes in the monthly numbers of hospital-based abortions and outpatient early medical abortions in Victoria during January 2012 - March 2022, with a particular interest in the impact of the coronavirus disease 2019 (COVID-19) pandemic. Population-based retrospective cohort study; time series analysis of Victorian Admitted Episodes Dataset (VAED) and Pharmaceutical Benefits Scheme (PBS) data. All admitted care episodes in Victoria during 1 January 2012 - 31 March 2022 with medical abortion as the principal diagnosis; all PBS claims for mifepristone-misoprostol (MS-2 Step) during 1 January 2015 (date of listing) - 31 March 2022. Changes in monthly numbers (with 95% confidence intervals [CIs]) of admissions for hospital-based and outpatient early medical abortions during the pre-pandemic period (January 2012 - March 2020), the first full month of the COVID-19 pandemic (April 2020), and the pandemic period (May 2020 - March 2022). The monthly number of hospital-based abortions declined in Victoria during the pre-pandemic period (slope, -2.92 [95% CI, -3.45 to -2.38] per month); the rate of decline was greater during the pandemic period (slope, -5.74 [95% CI, -10.5 to -0.96] per month). The monthly number of outpatient early medical abortions increased during the pre-pandemic period (slope, 5.94 [95% CI, 5.34-6.34] per month); it declined during the first month of the pandemic (slope, -26.4 [95% CI, -70.1 to -17.3] per month), but did not significantly change thereafter. The total monthly number of abortions during the pandemic period did not deviate markedly from the pre-pandemic median value. The pre-pandemic declines in monthly numbers of abortions in major city hospitals, in private hospitals, or at earlier than 14 weeks' gestation intensified during the pandemic period. During January 2015 - March 2020, 14 634 of 103 496 abortions were outpatient medical abortions (14%); during the pandemic period, 11 154 of 33 056 abortions were outpatient medical abortions (33%). The use of outpatient early medical abortion has steadily increased in Victoria since the PBS listing of mifepristone-misoprostol, which helped ensure access to abortion during the COVID-19 pandemic. Outpatient medical abortions may eventually outnumber surgical early abortions in Victoria, but they are not always appropriate: hospitals will continue to be essential for comprehensive abortion care.

Medication use in people with cystic fibrosis before and after modulator therapy

BackgroundLong-term changes in medication dispensings post cystic fibrosis transmembrane conductance regulator (CFTR) modulator initiation have not been described. Our study aimed to investigate changes in medication use following the initiation of modulator therapy in people with cystic fibrosis (PwCF) in Australia. MethodsUsing a 10% sample of the Australian Pharmaceutical Benefits Scheme (PBS) data between 2013 and 2022, linear regression was used to analyse dispensings in PwCF who initiated any modulator (cases) and matched PwCF controls not dispensed a modulator. The difference in mean number of total monthly dispensings pre- and post-modulator initiation was analysed, with separate analyses by medication class. ResultsA total of 247 cases were matched 1:1 to controls (case and control median age 21 years (IQR: 13–32), 55.1% male). Immediately after modulator initiation, the mean number of dispensings was 0.9 higher in the modulator group, but then decreased to the level of controls after approximately 5 years. After 7.5 years, cases had decreased opioids compared to the pre-modulator period (β-coefficient: −0.00131, 95% CI: −0.00164, −0.00097) whilst controls did not (β: −0.00014, 95% CI: −0.00042, 0.00014). Over the same time period controls had an increase in psychotropics (β: 0.00389, 95% CI:0.00295, 0.00484) whilst cases remained stable (β: −0.00014, 95% CI: −0.0006, 0.00031). Women's health medications increased in cases (β:0.00026, 95% CI:0.0001, 0.00042) but decreased in controls (β: 0.00044, 95% CI: 0.00063, −0.00025). ConclusionsModulator initiation in PwCF was associated with decreased dispensings of opioids and psychotropics, and increased dispensings of women's health medications, suggesting improved patient outcomes across multiple clinical domains.

Changing Prevalence of Medication Use in People with Cirrhosis: A Retrospective Cohort Study Using Pharmaceutical Benefits Scheme Data.

Safe and appropriate use of medicines is essential to improve health outcomes in cirrhosis. However, little is known about the number and type of medicines dispensed to people with cirrhosis in Australia, as this predominantly occurs in the community. We aimed to characterise the prescriptions dispensed to people with cirrhosis and explore changes in the use of medication groups over time. Pharmaceutical Benefits Scheme data between 1 January 2016 and 30 June 2020 was extracted for consenting CirCare participants (multi-site, prospective, observational study). Prescriptions dispensed from cirrhosis diagnosis until liver transplant or death were included. Safety classifications for dispensed medicines were defined using published evidence-based recommendations. The pattern of medication use was analysed in 6-monthly time intervals. Generalised estimating equations models were used to estimate the change in consumption of medicines over time. Five hundred twenty-two patients (mean age 60years, 70% male, 34% decompensated at recruitment) were dispensed 89,615 prescriptions during the follow-up period, representing a median of 136 [interquartile range (IQR) 62-237] prescriptions and a median of 16 (IQR 11-23) unique medicines per patient (total n=9306 medicines). The most commonly used medicines were proton pump inhibitors (PPIs) (dispensed at least once to 73% of patients), opioids (68%) and antibiotics (89%). Polypharmacy was prevalent, with 59-69% of observed participants in each time period dispensed five or more unique medicines. Prescription medication use increased over time (p<0.001) independently of age, comorbidity burden and liver disease aetiology. The likelihood of taking PPIs, opioids, antidepressants and inhaled medicines also increased with each successive time period. Use of angiotensin therapies, metformin and statins differed over time between patients with compensated versus decompensated cirrhosis. General practitioners prescribed 69% of dispensed medicines, including a higher proportion of 'unsafe' and 'safety unknown' medicines compared with consultants/specialists (p<0.001). Polypharmacy is common in people with cirrhosis and some medication groups may be overused. Pharmacovigilance is required and future medication safety efforts should target high-risk prescribing practices and promote medication rationalisation in the community.

Prospective Association Between the Dispensing of Antidepressants and of Medications to Treat Osteoporosis in Older Age

Osteoporosis is a common condition associated with fragility fractures, especially in older individuals and women. Antidepressants have emerged as a potential risk factor, but their association with bone fragility remains uncertain because the results of past studies are difficult to generalize. We aimed to investigate the association between antidepressant exposure and subsequent treatment for osteoporosis in a nationally representative sample of Australians. Cohort study using a 10% random sample of the Pharmaceutical Benefits Scheme (PBS) data for 2012, that included 566,707 individuals aged older than or equal to 50 years not dispensed osteoporosis medications. The effect of exposure to antidepressants during 2012 (prevalent or incident) or later (up to 2022) was examined using Cox regression models adjusted for age, sex, comorbidities and other psychotropic medications. Over 10 years, 73,360 (12.94%) received osteoporosis medications; 16,216 (22.10%) had been dispensed antidepressants in 2012. The hazard of osteoporosis medication dispensing was higher among those exposed to antidepressants (HR = 1.16, 99% CI = 1.14-1.18; average duration of follow up: 8.0 ± 3.1 years, range: 1-10 years). The hazard of osteoporosis medication diminished with increasing age, and the effect of antidepressants was 37%-76% more pronounced among men in the 50s and 60s. Different classes of antidepressants had a similar risk profile. The dispensing of antidepressants in older age is associated with higher hazard of subsequent dispensing of medications for osteoporosis, and this association is more marked for young older adults, particularly men. Clinicians should monitor the bone health of older individuals treated with antidepressants in order to decrease the morbidity associated with fragility fractures.

Health care service use by people diagnosed with invasive melanoma in Queensland: a benefit incidence analysis.

To quantify differences, by residential remoteness and socio-economic status, in health care service use by people diagnosed with invasive melanoma in Queensland. Benefit incidence analysis of CancerCostMod data, comprising Queensland Cancer Registry data linked with Queensland Hospital Admitted Patient Data Collection (QHAPDC), Medicare Benefits Schedule (MBS), and Pharmaceutical Benefits Scheme (PBS) data. Adults (18 years or older) newly diagnosed with invasive melanoma in Queensland during 1 July 2011 - 31 June 2015 and alive three years after diagnosis. Concentration curves and indices quantifying differences by residential postcode-based remoteness (Australian Statistical Geography Standard - Remoteness Area) and socio-economic disadvantage (Index of Relative Socioeconomic Disadvantage) in hospital admissions (overall and by type) and use of MBS (overall and by type) and PBS services during the three years following diagnosis of invasive melanoma. A total of 13 145 adults diagnosed with invasive melanoma during 2011-15 were alive three years after the diagnosis. Public hospital admissions were more frequent for people living in areas of greater socio-economic disadvantage (concentration index, -0.15; 95% confidence interval [CI], -0.19 to -0.12) or outside major cities (concentration index, -0.10; 95% CI, -0.13 to -0.06); private hospital admissions (concentration index, 0.11; 95% CI, 0.07-0.15) and specialist consultations (concentration index, 0.08; 95% CI, 0.07-0.10) were more frequent in areas of lesser disadvantage and in major cities (private hospital admissions: 0.10; 95% CI, 0.06-0.13; specialist services: 0.07; 95% CI, 0.06-0.09). Differences in other melanoma health care service use by residential remoteness and socio-economic disadvantage were not statistically significant. Variation in health care service use by Queenslanders with primary diagnoses of invasive melanoma by residential socio-economic disadvantage and remoteness were generally minor. Our analysis suggests that access to health care for people with melanoma is fairly equitable in Queensland.

Psychotropic and other medicine use at time of death by suicide: a population-level analysis of linked dispensing and forensic toxicology data.

To determine the numbers and types of medicines dispensed around the time of death to people who die by suicide; to compare the medicines recently dispensed and those recorded in post mortem toxicology reports. Analysis of linked National Coronial Information System (NCIS) and Pharmaceutical Benefits Scheme (PBS) data from the Australian Suicide Prevention using Health Linked Data (ASHLi) study, a population-based case series study of closed coronial cases for deaths of people in Australia aged ten years or more during 1 July 2013 - 10 October 2019 deemed by coroners to be the result of intentional self-harm. Proportions of people to whom medicines were dispensed around the time of death, by medicine group, class, and specific medicine; comparison of medicines recently dispensed and those detected by post mortem toxicology. Toxicology reports were available for 13 541 of 14 206 people who died by suicide (95.3%; 10 246 men, 75.7%); poisoning with medicines contributed to 1163 deaths (8.6%). At least one PBS-subsidised medicine had been dispensed around the time of death to 7998 people (59.1%). For three medicine classes, the proportions of people in whom the medicines were detected post mortem and their death was deemed medicine-related were larger for those without records of recent dispensing than for people for whom they had been dispensed around the time of death: antidepressants (17.7% v 12.0%), anxiolytics (16.3% v 14.8%), and sedatives/hypnotics (24.3% v 16.5%). At least one recently dispensed medicine not detected post mortem was identified for 6208 people (45.8%). A considerable proportion of people who died by suicide were not taking psychotropic medicines recently dispensed to them, suggesting non-adherence to pharmacotherapy, and a smaller than expected proportion were using antidepressants. Conversely, medicines that had not recently been dispensed were detected post mortem in many people for whom poisoning with medicines was a contributing factor, suggesting medicine stockpiling.

Persistence and adherence to second-generation antipsychotic long-acting injectable medications for schizophrenia: A comparative study in the Australian context

To examine patient characteristics, persistence and adherence to treatment associated with use of second-generation antipsychotic long-acting injectable (SGA LAI) medications in the Australian real-world setting. Five SGA LAIs were compared using a retrospective 10% sample of prescriptions in Australian Pharmaceutical Benefits Scheme (PBS) data: paliperidone palmitate 1-monthly (PP1M), paliperidone palmitate 3-monthly (PP3M), aripiprazole monohydrate (ARI), risperidone (RLAI) and olanzapine pamoate (OLAI). Patients in the PP3M cohort were more persistent with treatment (p < 0.001). Median months of persistence: PP3M (36months); ARI (18months); PP1M (11months); OLAI (8months); RLAI (4months). Patients in the PP3M cohort were more adherent to treatment (p < 0.001): PP3M (78%); ARI (51%); PP1M (46%); OLAI (35%); RLAI (33%). Patients on PP3M treatment showed comparatively longer persistence and better adherence. Treatments for schizophrenia with longer dosing intervals may provide patients with symptomatic stability that could allow for reduced hospitalisations/relapse and increased focus on functional recovery.

Publicly subsidised smoking cessation medicines in times of COVID-19 in Australia: An interrupted time series analysis.

In Australia, the available published literature demonstrated a spike in dispensed prescription medicines after the onset of the COVID-19 pandemic that subsequently returned to expected levels. Smoking cessation medicines may not follow this pattern because quit attempts are influenced by a range of factors. Knowledge of whether dispensing of these medicines has changed since the pandemic is lacking. We explored the change in dispensing of publicly subsidised smoking cessation medicines since the pandemic. Australia's universal health-care system provides access to government-subsidised medicines via the Pharmaceutical Benefits Scheme and records of dispensed medicines are publicly available on a nationally aggregated level. We retrieved Pharmaceutical Benefits Scheme data from January 2016 to January 2021. We used interrupted time series modelling to quantify the impact of COVID-19 on dispensing of nicotine replacement therapy (NRT) patches, varenicline and all smoking cessation treatments combined separately. After an initial spike in medicines at the onset of the pandemic, the monthly rate of prescriptions dispensed for varenicline was predominantly within predicted ranges, while that of NRT patches was predominantly below predicted ranges. There has been a differential change in the number of subsidised smoking cessation medicines supplied in Australia since the COVID-19 pandemic, with varenicline prescriptions largely within, and NRT patches largely lower than, expected ranges. The reasons for the apparent change in dispensing of subsidised smoking cessation medicines are unclear.

Variations in utilisation of colorectal cancer services in South Australia indicated by MBS/PBS benefits: a benefit incidence analysis

ObjectiveThis study investigated variations in healthcare expenditure for colorectal cancer (CRC) patients in South Australia by socioeconomic position (SEP) and remoteness area. MethodsBenefits incidence analysis (BIA) was used to examine healthcare expenditure and utilisation in relation to CRC patients by SEP and remoteness areas. Utilisation data was obtained for patients diagnosed with CRC in 2003–2013 from a dataset linked to a population‐based cancer registry, Medicare Benefits Scheme (MBS), Pharmaceutical Benefits Scheme (PBS), hospital and death data. Concentration indices estimated the distribution of health expenditure on MBS, MBS palliative care, PBS and general practitioners. Costs of claims data and length of stay in hospital were used as indicators of healthcare utilisation. ResultsThe results indicated that MBS palliative healthcare services utilisation favoured the more advantaged groups for both SEP and remoteness area (Concentration index (CI)= 0.1681, t‐value=54.42 (SEP) and CI=0.1546, t‐value=41.64). MBS expenditure was also favourable to the more advantaged groups (CI: 0.0785 and 0.0493).PBS and MBS general practitioner expenditure were equal (−0.0093 to 0.0250). ConclusionOverall MBS and PBS healthcare expenditure for CRC patients was close to equality, however utilisation of MBS‐funded palliative healthcare services was less concentrated in low SEP and more remote areas. Implications for public healthWhether the differences in palliative healthcare utilisation supplied by private providers are offset by other services requires investigation to determine if there is a need for initiatives to improve equality and give greater support to those who choose to die at home.

Use and cost of Medicare Benefits Schedule and Pharmaceutical Benefits Scheme services following inpatient rehabilitation for acquired disability in Australia.

Objectives This study explored publicly funded health system and patient expenditure in the post-acute phase following discharge from inpatient acquired brain injury (ABI) or spinal cord injury (SCI) rehabilitation. The secondary aim was to explore sociodemographic and injury characteristics associated with high costs. Methods This was a prospective cohort study. 153 patients (ABI: n = 85; SCI: n = 68) who consented to the use of their Medicare data were recruited between March 2017 and March 2018, at the point of discharge from ABI or SCI specialist rehabilitation units. The main outcome measure involved linkage of the Medicare Benefits Schedule (MBS) and Pharmaceutical Benefits Scheme (PBS) data for the 12 months following discharge from rehabilitation. Bayesian penalised regression was used to determine characteristics associated with high costs. Results The median number of MBS items used in the 12 months after discharge was 33 (IQR: 21-52). General practitioners and allied health services were accessed by 100% and 41% of the cohort, respectively. The median MBS system cost (in Australian dollars) was $2006 (IQR: $162-$3090). Almost half (46%) of the participants had no MBS patient expenditure. The median PBS system cost was $541 (IQR: $62-$1574). For people with ABI, having a traumatic injury or one comorbidity was associated with lower PBS system costs by on average $119 and $134, respectively. We also found that hospitalisation in ABI was associated with higher PBS system costs, by on average $669. Conclusion There was evidence of high and variable MBS and PBS costs, raising concerns about financial hardship. Future research should focus on identifying any unmet service and prescription needs in the post-acute rehabilitation phase for these populations.

Utilisation of disease modifying treatment and diversity of treatment pathways in relapsing remitting multiple sclerosis

BackgroundThere is minimal information on the utilisation of Disease Modifying Treatment (DMTs) for multiple sclerosis. The appropriate and safe use of medicines is informed by utilisation studies. Outcomes can inform health interventions to improve appropriate use of medicines and post marketing surveillance activities to improve safety. ObjectiveTo evaluate utilisation and treatment patterns of disease modifying treatments (DMTs) for relapsing remitting multiple sclerosis (RRMS). MethodsA representative sample of the Australian pharmaceutical benefits scheme data were analysed (2006–2016). Demographics of incident users and trends in incident and prevalent users were determined. Individual patient treatment pathways were determined by sequential initiation of medicines in two different periods (2006–2013 and 2014–2019). ResultsThere were 20,660 patients with at least one dispensing of a DMT for RRMS during the study period (median age 41 years, 75% female). Incident and prevalent use increased by 20% and 88%, respectively. The market was responsive to 13 new listings of DMTs over the study period. Sequential treatment was found for 66% of initiators in 2006–2013 and 28.5% of initiators in 2014–2019. Diverse treatment pathways were found, with 278 and 93 unique sequences in 2006–2013 and 2014–2019, respectively. ConclusionThe availability of new DMTs has influenced both initial treatment choice and prevalence of users. Individualised treatment patterns and exposure to multiple medicines over time will challenge traditional pharmacovigilance systems.

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

Our aim was to investigate the usefulness of machine learning approaches on linked administrative health data at the population level in predicting older patients’ one-year risk of acute coronary syndrome and death following the use of non-steroidal anti-inflammatory drugs (NSAIDs). Patients from a Western Australian cardiovascular population who were supplied with NSAIDs between 1 Jan 2003 and 31 Dec 2004 were identified from Pharmaceutical Benefits Scheme data. Comorbidities from linked hospital admissions data and medication history were inputs. Admissions for acute coronary syndrome or death within one year from the first supply date were outputs. Machine learning classification methods were used to build models to predict ACS and death. Model performance was measured by the area under the receiver operating characteristic curve (AUC-ROC), sensitivity and specificity. There were 68,889 patients in the NSAIDs cohort with mean age 76 years and 54% were female. 1882 patients were admitted for acute coronary syndrome and 5405 patients died within one year after their first supply of NSAIDs. The multi-layer neural network, gradient boosting machine and support vector machine were applied to build various classification models. The gradient boosting machine achieved the best performance with an average AUC-ROC of 0.72 predicting ACS and 0.84 predicting death. Machine learning models applied to linked administrative data can potentially improve adverse outcome risk prediction. Further investigation of additional data and approaches are required to improve the performance for adverse outcome risk prediction.

Time trends in adrenaline auto-injector dispensing patterns using Australian Pharmaceutical Benefits Scheme data.

Adrenaline auto-injector (AAI) dispensing data, a community-based proxy for number of individuals at risk of anaphylaxis, provides complementary information on time trends of anaphylaxis risk in addition to hospital admission data. We examined trends of AAI dispensing over a 10-year period (from January 2005 to December 2014) in Australia. Individuals with dispensed AAI were identified from a 10% random sample of Australian Pharmaceutical Benefits Scheme (PBS) data. PBS is the Australian national drug subsidy programme covering all Australians. Cumulative incidence and incidence rates of individuals with AAI were calculated. We assessed difference by age, sex, state and time trends. The cumulative incidence of individuals with AAI in 2005-2014 was 75.43/100 000 (95%CI 75.07-75.80/100 000). Incidence rate of individuals with AAI increased from 2005 to 2014 (from 71.47 to 82.07 per 100 000 person-years) although this varied by state. Over the time assessed, there was a shift to more prescriptions being provided by general practitioners (GP) rather than specialists. Children (0-19 years) were more likely to have been prescribed an AAI from a specialist and adults from a GP. Overall, an increase in dispensed AAI mirrored other evidence for a rising prevalence of allergy. This increase could also reflect changes in prescribing practices or increased awareness and education of health-care professionals on anaphylaxis and indications for prescribing AAI. The rising rate of AAI prescribed by GPs compared to decreasing rates by specialists suggests a changing response of the Australian health-care system to the increased burden of anaphylaxis.