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1.
N Z Med J ; 133(1513): 61-72, 2020 04 24.
Article in English | MEDLINE | ID: mdl-32325469

ABSTRACT

BACKGROUND: Research investigating trends in the general prescription medicine use of older people in New Zealand is limited. AIM: To examine trends in the use of outpatient medicines by older adults and assess changing patterns in use from 2010 to 2015. METHODS: A retrospective cohort study including all New Zealand primary care patients over 65 years of age utilising data from the national pharmaceutical claims database. We calculated the prevalence of use within three age groups and by sex in each year by anatomical therapeutic class, therapeutic group and individual medicine. Rate ratios were calculated to compare the prevalence of use in 2010 and 2015. RESULTS: The study included 829,026 patients with a mean of 4.4 years of potential drug exposure. Overall prevalence of medicine use was 92% in 2010 and 93% in 2015. The mean number of prescriptions per patient-year for patients >=85 years of age (39.2) was almost double that of patients 65-74 years (21.8). Prevalence of use was similar between females (94%) and males (92%). Antibacterials, analgesics, cardiovascular drugs and proton pump inhibitors were the most widely used medicines. The use of systemic antibiotics increased by 2% between 2010 and 2015, but there were significant decreases in use of antithrombotics (6%), beta blockers (6%), diuretics (19%), nitrates (19%) and antiarrhythmics (24%). CONCLUSION: Our findings indicate both positive changes in response to guidance on safe and appropriate medicine use and several areas of concern. Continued monitoring of changing patterns in the medicine use of older people will be important, particularly with regard to the use of combinations of medicines that increase their risk of adverse events.


Subject(s)
Drug Prescriptions/statistics & numerical data , Drug Therapy/trends , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , New Zealand/epidemiology , Prescription Drugs/therapeutic use , Retrospective Studies
2.
Drug Saf ; 43(3): 223-232, 2020 03.
Article in English | MEDLINE | ID: mdl-31749126

ABSTRACT

INTRODUCTION: The fatal toxicity index (FTI) is a measure for assessing the relative risks of death due to the medicines prescribed in a population. This knowledge is useful for prescribers and informs medicine safety initiatives. This study aimed to calculate FTIs for the New Zealand population using three methodologies. METHODS: New Zealand coronial data describing medicine-related deaths from 1 January 2008 to 31 December 2013 were retrospectively extracted from the National Coronial Information System. Three fatal toxicity indices were derived using the number of deaths attributed to each pharmaceutical as the numerator and the total defined daily doses, number of patients and number of prescriptions as denominators. RESULTS: There were 703 medicine-related deaths, of which 627 were assessed as due to one primary contributor. Median decedent age was 48 years (interquartile range 37-58), and 319 (51%) were male. Deaths were intentional in 252 cases (40%), unintentional in 284 (45%) and unknown in 91 (15%). The majority of deaths (n = 486, 78%) occurred in the community. Opioids, antidepressants, antipsychotics and hypnotic-anxiolytics caused most fatalities. While the FTIs for individual medicines varied by denominator applied, methadone and clozapine fatalities were prominent in all three indices. The antidepressants clomipramine, dosulepin and doxepin consistently returned the highest FTIs in their group. CONCLUSION: New Zealand prescribers should be aware of the high relative risk of death associated with methadone and clozapine; that clomipramine, dosulepin and doxepin were identified as the most dangerous antidepressants; and that zopiclone carries a similar fatal risk to benzodiazepines. Varying results were found between the FTIs calculated, making comparisons, particularly between populations, difficult.


Subject(s)
Drug Prescriptions/statistics & numerical data , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/mortality , Pharmaceutical Preparations/classification , Adolescent , Adult , Aged , Child , Female , Humans , Male , Middle Aged , New Zealand/epidemiology , Retrospective Studies , Suicide/statistics & numerical data , Young Adult
3.
Clin Toxicol (Phila) ; 57(11): 1087-1094, 2019 Nov.
Article in English | MEDLINE | ID: mdl-30806095

ABSTRACT

Introduction: While a number of developed countries have witnessed a decline in carbon monoxide (CO) deaths and increasing numbers of opioid-related fatalities, it is not known whether these or other trends have occurred in New Zealand. The aim of this study was, therefore, to review deaths due to poisoning in New Zealand, describe the causative substances, and identify any trends. Methods: Retrospective study reviewing New Zealand's poison-related death findings recorded in the National Coronial Information System (NCIS) database over the 6-year period 2008-2013. Results: We identified 1402 poisoning-related deaths recorded in the NCIS database representing a mortality rate of 5.4 deaths/100,000 population per year. The mortality rate due to poisoning was higher in males (6.96/100,000) than females (3.83/100,000). Fatalities peaked in the 40-50-year age group with the highest proportion of intentional deaths occurring in people aged 80-90 years. Pharmaceuticals accounted for 731 fatalities (52%) and chemicals 431 (31%), with multiple exposures occurring in 399 cases (28.5%). While CO was the leading cause of death throughout the period (n = 303, 21.6%), there was a significant reduction in the rate of CO fatalities from 1.69/100,000 population in 2008 to 0.94/100,000 in 2013 (IRR (95% CI) 2013/2008 0.56 (0.37-0.83)). There was, however, no statistically significant change in either the opioid-related death rate or the total number of deaths. Methadone was the leading pharmaceutical cause of fatality and the third most common cause overall, followed by morphine and codeine, with zopiclone and clozapine equally ranked as the sixth most common cause. Conclusion: While New Zealand has not suffered an "opioid epidemic" and has experienced a significant decline in CO deaths, the overall death rate due to poisoning has remained high. The development of accessible, timely, and relevant toxicovigilance systems would support the early implementation of interventions to reduce the leading causes of fatal poisoning.


Subject(s)
Poisoning/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Carbon Monoxide Poisoning/mortality , Female , Humans , Male , Methadone/poisoning , Middle Aged , Morphine/poisoning , Mortality , New Zealand/epidemiology , Opioid-Related Disorders/mortality , Substance-Related Disorders/mortality , Young Adult
4.
Nephrology (Carlton) ; 24(3): 308-315, 2019 Mar.
Article in English | MEDLINE | ID: mdl-29717528

ABSTRACT

AIM: While the prevalence of end stage kidney disease in New Zealand (NZ) is well defined, the prevalence of chronic kidney disease (CKD) in NZ is unknown. To estimate the prevalence of and risk factors for CKD in the southern region of New Zealand. METHODS: A retrospective electronic health record cohort study using data from the Southern Primary Care register covering 94% of the population. Patients, 20 years or older were identified and linked to laboratory results for serum creatinine and urinary albumin excretion. Chronic kidney disease was defined as an estimated glomerular filtration rate of less than 60 mL/min per 1.73 m2 (G3-5) or the presence of albuminuria of greater than 3 mg/mmol (A2-3). Diabetes was identified from a national virtual diabetes database. From this, we estimated the prevalence of CKD by age, gender, ethnicity, deprivation and the presence of diabetes mellitus. RESULTS: Of a total adult population of 211 980, 159 799 had a serum creatinine checked and 27 905 had an estimate of albuminuria. The estimated prevalence of CKD was 11.8%. 6.3% of total population had CKD stage G3a, 2.4% G3b, 0.8% G4, 0.2% G5, 1.8% A2 albuminuria and 0.3% A3 albuminuria. Increasing age, female sex, ethnic group, social deprivation and diabetes mellitus were associated with an increased risk of CKD. 11 351 patients had a diagnosis of diabetes mellitus and were almost universally tested (99.3%) for CKD. The presence of albuminuria was strongly correlated with ethnic group, male sex and living in a deprived area. The retrospective electronic health record study with associated selection and testing bias are potential limitations of the present study. CONCLUSION: Chronic kidney disease prevalence in this region appears to be similar to other reported populations. The majority of those at risk for CKD were tested for reduced eGFR. The presence of albuminuria, an integral component of CKD diagnostic criteria, was under utilized in the non-diabetic population.


Subject(s)
Albuminuria , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies , Kidney Failure, Chronic , Renal Insufficiency, Chronic , Adult , Aged , Albuminuria/diagnosis , Albuminuria/epidemiology , Albuminuria/etiology , Creatinine/blood , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/etiology , Disease Progression , Female , Glomerular Filtration Rate , Humans , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/epidemiology , Male , Middle Aged , New Zealand/epidemiology , Prevalence , Primary Health Care/methods , Primary Health Care/statistics & numerical data , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/physiopathology , Retrospective Studies , Risk Factors
5.
Eur J Vasc Endovasc Surg ; 57(2): 221-228, 2019 02.
Article in English | MEDLINE | ID: mdl-30293889

ABSTRACT

OBJECTIVE: Recently, the prevalence of abdominal aortic aneurysm (AAA) using screening strategies based on elevated cardiovascular disease (CVD) risk was reported. AAA was defined as a diameter ≥30 mm, with prevalence of 6.1% and 1.8% in men and women respectively, consistent with the widely reported AAA predominant prevalence in males. Given the obvious differences in body size between sexes this study aimed to re-evaluate the expanded CVD risk based AAA screening dataset to determine the effect of body size on sex specific AAA prevalence. METHODS: Absolute (26 and 30 mm) and relative (aortic size index [ASI] equals the maximum infrarenal aorta diameter (cm) divided by body surface area (m2), ASI ≥ 1.5) thresholds were used to assess targeted AAA screening groups (n = 4115) and compared with a self reported healthy elderly control group (n = 800). RESULTS: Male AAA prevalence was the same using either the 30 mm or ASI ≥1.5 aneurysm definitions (5.7%). In females, AAA prevalence was significantly different between the 30 mm (2.4%) and ASI ≥ 1.5 (4.5%) or the 26 mm (4.4%) thresholds. CONCLUSION: The results suggest the purported male predominance in AAA prevalence is primarily an artefact of body size differences. When aortic size is adjusted for body surface area there is only a modest sex difference in AAA prevalence. This observation has potential implications in the context of the ongoing discussion regarding AAA screening in women.


Subject(s)
Aortic Aneurysm, Abdominal/epidemiology , Body Surface Area , Mass Screening , Age Distribution , Confounding Factors, Epidemiologic , Female , Humans , New Zealand/epidemiology , Prevalence , Risk Assessment/methods , Sex Distribution
6.
J Prim Health Care ; 10(2): 114-124, 2018 06.
Article in English | MEDLINE | ID: mdl-30068466

ABSTRACT

INTRODUCTION Practice size and location may affect the quality and safety of health care. Little is known about contemporary New Zealand general practice characteristics in terms of staffing, ownership and services. AIM To describe and compare the characteristics of small, medium and large general practices in rural and urban New Zealand. METHODS Seventy-two general practices were randomly selected from the 2014 Primary Health Organisation database and invited to participate in a records review study. Forty-five recruited practices located throughout New Zealand provided data on staff, health-care services and practice ownership. Chi-square and other non-parametric statistical analyses were used to compare practices. RESULTS The 45 study practices constituted 4.6% of New Zealand practices. Rural practices were located further from the nearest regional base hospital (rural median 65.0 km, urban 7.5 km (P < 0.001)), nearest local hospital (rural 25.7 km, urban 7.0 km (P = 0.002)) and nearest neighbouring general practitioner (GP) (rural 16.0 km, urban 1.0 km (P = 0.007)). In large practices, there were more enrolled patients per GP FTE than both medium-sized and small practices (mean 1827 compared to 1457 and 1120 respectively, P = 0.019). Nurses in large practices were more likely to insert intravenous lines (P = 0.026) and take blood (P = 0.049). There were no significant differences in practice ownership arrangements according to practice size or rurality. CONCLUSION Study practices were relatively homogenous. Unsurprisingly, rural practices were further away from hospitals. Larger practices had higher patient-to-doctor ratios and increased nursing scope. The study sample is small; findings need to be confirmed by specifically powered research.


Subject(s)
General Practice/organization & administration , General Practice/statistics & numerical data , Professional Practice Location/statistics & numerical data , Female , Humans , Male , New Zealand , Retrospective Studies , Rural Population/statistics & numerical data , Urban Population/statistics & numerical data
7.
Pharmacoepidemiol Drug Saf ; 27(9): 1019-1028, 2018 09.
Article in English | MEDLINE | ID: mdl-29992656

ABSTRACT

PURPOSE: Existing knowledge of medicines that increase the risk of an adverse event may be corroborated and augmented by population studies specifically assessing the risk associated with the concurrent use of these medicines and use by patients with existing comorbidity. An American Heart Association review recently identified a variety of medicines that may cause or exacerbate heart failure (HF), many with evidence from limited evaluation of population data. We assessed the risk of first-time HF associated with the use of 50 of these medicines by New Zealand's primary care population. METHODS: Case-control study utilising national pharmaceutical use and hospital admissions data 2007-2015; 22,989 patients with first-time HF 2008-2015 were matched with 114 498 control patients. The primary outcome was first-time HF and its association with medicine exposure in the prior 90 days, estimated using conditional logistic regression. We also assessed the risk associated with new use of medicines in the prior month, concurrent use, and in patients with existing comorbidity. RESULTS: Eleven medicines were significantly associated with HF with several other infrequently used medicines providing signals of increased risk. A high risk was associated with the use of salbutamol (adjusted odds ratio 2.63; 95% CI, 2.48-2.78), clozapine (2.70; 2.46-4.98), diltiazem (1.52; 1.44-1.60), indomethacin (2.51; 1.54-4.10), pioglitazone (1.50; 1.16-1.95), and antifungal medicines. New use of medicines and use of medicine combinations increased this risk in many cases. CONCLUSIONS: Our study provides further evidence to inform cautious use of these medicines in patients with HF or at risk of developing HF.


Subject(s)
Health Services Needs and Demand/statistics & numerical data , Heart Failure/chemically induced , Hospitalization/statistics & numerical data , Primary Health Care/statistics & numerical data , Aged , Aged, 80 and over , Albuterol/administration & dosage , Albuterol/adverse effects , Antifungal Agents/administration & dosage , Antifungal Agents/adverse effects , Case-Control Studies , Clozapine/administration & dosage , Clozapine/adverse effects , Diltiazem/administration & dosage , Diltiazem/adverse effects , Drug Therapy, Combination/adverse effects , Drug Therapy, Combination/methods , Female , Follow-Up Studies , Heart Failure/epidemiology , Humans , Indomethacin/administration & dosage , Indomethacin/adverse effects , Male , Middle Aged , New Zealand/epidemiology , Pioglitazone/administration & dosage , Pioglitazone/adverse effects , Propensity Score , Risk Factors
8.
Paediatr Drugs ; 20(5): 465-474, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30043272

ABSTRACT

BACKGROUND: Research examining trends in the outpatient prescription medicine use of New Zealand children is limited. OBJECTIVES: Our objective was to provide an overview of prescription medicine use in New Zealand children and assess changing patterns in use from 2010 to 2015. METHODS: We conducted a retrospective cohort study including all New Zealand primary care-registered children aged < 18 years using data from the national pharmaceutical claims database. We calculated the prevalence of use within four age groups in each year by anatomical therapeutic class, therapeutic group and drug. Rate ratios were calculated to compare the prevalence of use in 2010 and 2015. RESULTS: In total, 1,496,026 children with a mean of 2.7 years of potential drug exposure were included. The overall prevalence of drug use was 70% in 2010 and 73% in 2015. In 2015, medicine use was highest in children aged < 2 years (90%) and lowest in children aged 12-17 years (65%). Antibacterials, analgesics, topical corticosteroids, non-steroidal anti-inflammatory drugs (NSAIDs) and antihistamines were the most widely used medicines. The prevalence of use of systemic and topical antibiotics decreased by 2 and 10%, respectively, between 2010 and 2015, but there was increased use of analgesics (10%), NSAIDs (39%), antihistamines (15%) and antinausea and vertigo agents (306%). CONCLUSIONS: Our findings indicate areas for further research focusing on inappropriate prescribing to children and safety issues in children's medicine use. Monitoring changing patterns of use over time is important for the evaluation of effective therapies in children and any potential harmful consequences of prescribing.


Subject(s)
Drug Prescriptions/statistics & numerical data , Drug Utilization/trends , Outpatients/statistics & numerical data , Prescription Drugs/therapeutic use , Adolescent , Analgesics/therapeutic use , Anti-Bacterial Agents/therapeutic use , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Child , Child, Preschool , Female , Humans , Inappropriate Prescribing , Male , New Zealand , Prevalence , Research Design , Retrospective Studies
9.
Drug Saf ; 40(12): 1259-1277, 2017 12.
Article in English | MEDLINE | ID: mdl-28766108

ABSTRACT

INTRODUCTION: The use of large record-linked healthcare databases for drug safety research and surveillance is now accepted practice. New Zealand's standardized national healthcare datasets provide the potential to automate the conduct of pharmacoepidemiological studies to provide rapid validation of medicine safety signals. OBJECTIVES: Our objectives were to describe the methodology undertaken by a semi-automated computer system developed to rapidly assess risk due to drug exposure in New Zealand's population of primary care patients and to compare results from three studies with previously published findings. METHODS: Data from three national databases were linked at the patient level in the automated studies. A retrospective nested case-control design was used to evaluate risk for upper gastrointestinal bleeding (UGIB), acute kidney failure (AKF), and serious arrhythmia associated with individual medicines, therapeutic classes of medicines, and concurrent use of medicines from multiple therapeutic classes. RESULTS: The patient cohort available for each study included 5,194,256 patients registered between 2007 and 2014, with a total of 34,630,673 patient-years at risk. An increased risk for UGIB was associated with non-steroidal anti-inflammatory drugs (NSAIDs) (adjusted odds ratio [AOR] 4.16, 95% confidence interval [CI] 3.90-4.43, p < 0.001) and selective serotonin reuptake inhibitors (AOR 1.39, 95% CI 1.20-1.62, p < 0.001); an increased risk for AKF was associated with NSAIDs (AOR 1.78, 95% CI 1.73-1.83, p < 0.001) and proton pump inhibitors (AOR 1.78, 95% CI 1.72-1.83, p < 0.001); and an increased risk for serious arrhythmia was associated with fluoroquinolones (AOR 1.38, 95% CI 1.26-151, p < 0.001) and penicillins (AOR 1.69, 95% CI 1.61-1.77, p < 0.001). CONCLUSIONS: Automated case-control studies using New Zealand's healthcare datasets can replicate associations of risk with drug exposure consistent with previous findings. Their speed of conduct enables systematic monitoring of risk for adverse events associated with a wide range of medicines.


Subject(s)
Databases, Factual , Drug-Related Side Effects and Adverse Reactions/epidemiology , Practice Patterns, Physicians'/statistics & numerical data , Primary Health Care , Acute Kidney Injury/chemically induced , Acute Kidney Injury/epidemiology , Adverse Drug Reaction Reporting Systems , Aged , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Arrhythmias, Cardiac/chemically induced , Arrhythmias, Cardiac/epidemiology , Case-Control Studies , Female , Gastrointestinal Hemorrhage/chemically induced , Gastrointestinal Hemorrhage/epidemiology , Humans , Male , New Zealand/epidemiology , Pharmacoepidemiology , Risk Factors , Selective Serotonin Reuptake Inhibitors/adverse effects
10.
JMIR Res Protoc ; 6(1): e10, 2017 Jan 24.
Article in English | MEDLINE | ID: mdl-28119276

ABSTRACT

BACKGROUND: Knowing where and why harm occurs in general practice will assist patients, doctors, and others in making informed decisions about the risks and benefits of treatment options. Research to date has been unable to verify the safety of primary health care and epidemiological research about patient harms in general practice is now a top priority for advancing health systems safety. OBJECTIVE: We aim to study the incidence, distribution, severity, and preventability of the harms patients experience due to their health care, from the whole-of-health-system lens afforded by electronic general practice patient records. METHODS: "Harm" is defined as disease, injury, disability, suffering, and death, arising from the health system. The study design is a stratified, 2-level cluster, retrospective records review study. Both general practices and patients will be randomly selected so that the study's results will apply nationally, after weighting. Stratification by practice size and rurality will allow comparisons between 6 study groups (large, medium-sized, small; urban and rural practices). Records of equal numbers of patients from each study group will be included in the study because there may be systematic differences in patient harms in different types of practices. Eight general practitioner investigators will review 3 years of electronic general practice health records (consultation notes, prescriptions, investigations, referrals, and summaries of hospital care) from 9000 patients registered in 60 general practices. Double-blinded reviews will check the concordance of reviewers' assessments. Study data will comprise demographic data of all 9000 patients and reviewers' assessments of whether patients experienced harm arising from health care. Where patient harm is identified, their types, preventability, severity, and outcomes will be coded using the Medical Dictionary for Regulatory Activities (MedDRA) 18.0. RESULTS: We have recruited practices and collected electronic records from 9078 patients. Reviews of these records are under way. The study is expected to be completed in August 2017. CONCLUSIONS: The design of this complex study is presented with discussion on data collection methods, sampling weights, power analysis, and statistical approach. This study will show the epidemiology of patient harms recorded in general practice records for all of New Zealand and will show whether this epidemiology differs by rural location and clinic size.

11.
Eur J Prev Cardiol ; 24(3): 311-319, 2017 02.
Article in English | MEDLINE | ID: mdl-27798365

ABSTRACT

Background Atrial fibrillation is a major risk factor for stroke and heart disease but there is limited information on its prevalence in New Zealand primary care or the treatment provided to manage thromboembolic risk. Our aim was to estimate the prevalence of atrial fibrillation, assess patient risk for thromboembolism and evaluate the appropriateness of risk reduction using antiplatelet and oral anticoagulation therapy. Design A retrospective cohort study utilising electronic medical records for 739,000 patients registered with 170 general practices in 2014. Methods Patient diagnoses and prescriptions from 2010-2014 were analysed to identify patients with atrial fibrillation in 2014 and co-morbidities included in the CHA2DS2-VASc algorithm. Adjusted prevalence of atrial fibrillation by patient demographic group and the proportion of patients following recommended antithrombotic therapy were calculated. Results 12,712 patients were identified with AF (1.72%, 95% confidence interval 1.69%-1.75%). Prevalence was significantly higher for Maori (odds ratio 1.91, 95% confidence interval 1.80-2.03) than Europeans after adjusting for age, sex, deprivation and clinical risk factors. Stroke risk for Maori and Pacific Island patients was higher than for Europeans across all age groups. Of the 10,406 patients (81.9%) at high risk for thromboembolism, 60.5% were using anticoagulants, 24.1% aspirin monotherapy and 15.4% neither anticoagulants nor aspirin. Oral anticoagulants were used by 31.5% of patients at low risk (CHA2DS2-VASc <2). Conclusions Oral anticoagulants are under-utilised in the management of thromboembolic risk in high risk patients with atrial fibrillation. Better promotion of guideline recommendations for the treatment of patients with atrial fibrillation may be required to improve clinician and patient decision-making.


Subject(s)
Anticoagulants/administration & dosage , Atrial Fibrillation/drug therapy , Platelet Aggregation Inhibitors/administration & dosage , Primary Health Care , Stroke/prevention & control , Thromboembolism/prevention & control , Administration, Oral , Adult , Aged , Anticoagulants/adverse effects , Atrial Fibrillation/diagnosis , Atrial Fibrillation/ethnology , Comorbidity , Electronic Health Records , Female , Guideline Adherence , Humans , Male , Middle Aged , New Zealand/epidemiology , Odds Ratio , Platelet Aggregation Inhibitors/adverse effects , Practice Guidelines as Topic , Practice Patterns, Physicians' , Prevalence , Retrospective Studies , Risk Assessment , Risk Factors , Stroke/diagnosis , Stroke/ethnology , Thromboembolism/diagnosis , Thromboembolism/ethnology , Time Factors , Treatment Outcome
12.
J Public Health (Oxf) ; 38(1): 138-46, 2016 Mar.
Article in English | MEDLINE | ID: mdl-25599688

ABSTRACT

BACKGROUND: Variation in prescription costs between general practices and within practices over time is poorly understood. METHODS: From New Zealand's national health data collections, we extracted dispensed medicines data for 1045 general practices in 2011 and 917 practices continuously existing 2008-11. Using indirect standardization to account for patient demographics and morbidity, a standardized prescribing cost ratio (SPR: the ratio of actual : expected prescription costs) was calculated for each practice in each year. Case studies of three outlier clinics explored reasons for their status. RESULTS: SPRs ranged from 0.53 to 2.28 (median = 0.98). Of 469 practices with higher than expected costs (SPR > 1.0) in 2011, 204 (43.5%) had a single medicine or therapeutic drug class accounting for >15% of total costs. Case studies contrasted practices with overall pharmaceutical expenditure influenced strongly by a few patients needing high-cost medicines, more patients using medicines in one high-cost therapeutic drug class (antiretrovirals), and high medicine use across all therapeutic drug classes. CONCLUSIONS: Routine data collections can measure inter-practice variation in prescription costs, adjusted for differences in the demography and morbidity profile of each practice's patients. Small groups of patients using high-cost medicines influence general practices' expenditure on pharmaceuticals.


Subject(s)
Drug Costs/statistics & numerical data , General Practice/economics , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Child , Child, Preschool , Databases, Factual , Female , General Practice/statistics & numerical data , Humans , Infant , Infant, Newborn , Male , Middle Aged , New Zealand , Prescription Drugs/economics , Sex Factors , Young Adult
13.
J Prim Health Care ; 8(3): 227-237, 2016 Sep.
Article in English | MEDLINE | ID: mdl-29530206

ABSTRACT

INTRODUCTION Patient-centred case management programmes in general practice are needed for patients at high risk for emergency admissions to hospital. AIM To adapt and assess the Predicting Emergency Admissions Over the Next Year (PEONY) model for use in New Zealand to provide risk stratification of general practice patients aged ≥40 years for emergency hospital admissions in the next year. METHODS A retrospective observational cohort study modelling 2008-2010 hospital utilisation and medicine use was undertaken to estimate for each patient a risk of emergency admissions in 2011. Health care data were integrated from four national data collections relating to general practice patient registers, hospital admissions, pharmacy dispensed medicines, and mortality. Logistic regression was used to estimate coefficients for variables in the model. Model performance was assessed by calculating its positive predictive value (PPV), sensitivity, and specificity at incremental risk thresholds and receiver operating characteristic. RESULTS The patient cohort included 1,409,506 registered patients; 154,892 (11.0%) had an emergency admission in the follow-up year. Patient age, sex, ethnic group, deprivation status, prior emergency admissions and use of medicines for chronic conditions were all strong predictors of admissions in the next year. The model's PPV for the validation dataset was 58.2% for patients with risk ≥ 50%, and the area under its receiver operating curve = 0.72. DISCUSSION The PEONY model provides an effective methodology for stratifying New Zealand general practice patients' risk for future emergency admissions. High-risk patients may benefit from patient-centred case management programs to address risk and reduce unplanned admissions.

14.
Diabetes Res Clin Pract ; 102(2): 129-37, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24149065

ABSTRACT

AIMS: To examine trends in patient health outcomes 2001-2010 for patients receiving free annual diabetes reviews in New Zealand. METHODS: Clinical, demographic and hospital admissions data were analysed for 2175 Type 1 and 25,436 Type 2 diabetes mellitus patients presenting at 170 general practices. Changes in clinical measures and proportions of patients achieving guideline targets and receiving recommended processes of care were assessed by calendar year and for patients returning for successive annual diabetes reviews. We also examined trends in hospital admission rates for diabetes complications over the ten years. RESULTS: The proportion of patients achieving guideline levels for blood pressure and cholesterol increased significantly and there were decreases in smoking rates and mean BMI for patients reviewed five times. The proportion of patients meeting guideline levels for HbA1c increased by year but decreased in patients returning for five reviews. There was also a reduction in the proportion of patients with poor glycaemic control (HbA1c>9.0% (75 mmol/mol)). The proportion of Type 2 patients using oral hypoglycaemic agents or insulin and receiving a retinal exam in the last two years increased significantly, and over 90% of patients received foot checks. Hospital admission rates for ischaemic heart disease, peripheral circulatory disorders, and ketoacidosis all decreased over the period 2001-2010 but inpatient admissions for eye, neurological and renal problems specific to diabetes increased. CONCLUSIONS: There have been many improvements in health outcomes for these diabetes patients participating in the New Zealand government's programme to provide free annual health checks, despite the increasing age and diabetes duration of the patient cohorts.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Aged , Diabetes Complications/drug therapy , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Female , Humans , Male , Middle Aged , New Zealand/epidemiology , Treatment Outcome
15.
Prim Care Respir J ; 22(3): 312-8, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23939412

ABSTRACT

BACKGROUND: Mãori and Pacific children experience poorer outcomes relating to asthma management than other ethnicities. AIMS: To measure recommended treatment and outcomes for asthma in all New Zealand children by age, sex, and ethnic group. METHODS: Children aged <15 years dispensed >2 asthma medicines (N=80,514) were identified from the national pharmaceutical claims database. We measured the number of children dispensed oral steroids >2 times and hospital admissions with a primary diagnosis of asthma and compared asthma treatment steps and hospitalisation by age and ethnicity. RESULTS: 16.0% of children were dispensed asthma medicines, 9.2% were dispensed medicine >2 times, 3.6% of children were hospitalised at least once for asthma and 98.9% of admissions were acute. Mãori (OR 1.46, 95% CI 1.41 to 1.51) and Pacific children (OR 2.38, 95% CI 2.28 to 2.47) were more likely to remain on the lowest step of treatment. At all steps of treatment, Mãori and Pacific children had higher rates of oral steroid use. In all age groups, more Mãori children (5.1%, OR 1.88, 95% CI 1.73 to 2.04) and Pacific children (5.6%, OR 2.05, 95% CI 1.84 to 2.29) were hospitalised for asthma than children of other ethnicities (2.8%). CONCLUSIONS: Mãori and Pacific children are less likely to have their treatment escalated to a higher step than other children. They are also more likely to use oral steroids to control asthma exacerbations and be admitted to hospital for severe asthma episodes. New Zealand databases can be used to monitor these outcomes.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Adrenergic beta-2 Receptor Agonists/therapeutic use , Asthma/drug therapy , Healthcare Disparities/ethnology , Leukotriene Antagonists/therapeutic use , Native Hawaiian or Other Pacific Islander/statistics & numerical data , White People/statistics & numerical data , Administration, Inhalation , Administration, Oral , Adolescent , Asthma/ethnology , Child , Child, Preschool , Female , Guideline Adherence/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Infant , Male , New Zealand , Outcome and Process Assessment, Health Care , Population Groups/statistics & numerical data , Practice Guidelines as Topic , Practice Patterns, Physicians'/statistics & numerical data
16.
Diabetes Res Clin Pract ; 80(2): 244-52, 2008 May.
Article in English | MEDLINE | ID: mdl-18243393

ABSTRACT

AIM: To determine risk factors monitored in primary care that were significantly associated with diabetes complications requiring hospitalization. METHODS: We examined clinical and demographic data for 1080 Type 1 and 11,283 Type 2 New Zealand diabetes patients attending a free primary care diabetes examination between 2000 and 2002. Hospital admissions data for the 2 years following the index examination were linked for each patient using a unique National Health Index code. Logistic regression was used to determine odds ratios for the likelihood of developing diabetic complications adjusted for each variable. RESULTS: In the Type 1 cohort, 222 patients (20.6%) were hospitalized for diabetes complications and 1948 patients (17.3%) in the Type 2 cohort. In both cohorts, patients admitted with diabetes complications had significantly higher mean glycosylated haemoglobin (HbA1c) (p<0.001) and triglyceride levels (p<0.001), urine albumin:creatinine ratios (p<0.001) and duration of diabetes (p<0.01 Type 1: p<0.001 Type 2) than patients not admitted. In Type 2 patients, age, obesity, HbA1c, urine albumin:creatinine ratios, HDL levels and treatment with insulin or oral medication were all associated with increased odds of admission. CONCLUSIONS: Although it is well known that HbA1c is a significant predictor of diabetes complications, this study shows that urine albumin:creatinine ratio, body mass index, triglycerides and high density lipoproteins are also independent predictors of hospitalization for diabetes complications. Attention to all these factors in the primary care setting is indicated if the burden of diabetes complications to hospital services is to be minimized.


Subject(s)
Diabetes Complications/therapy , Hospitalization/statistics & numerical data , Adult , Age of Onset , Aged , Cardiovascular Diseases/classification , Cardiovascular Diseases/therapy , Clinical Trials as Topic , Cohort Studies , Diabetes Complications/economics , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/economics , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/economics , Diabetic Angiopathies/therapy , Diabetic Neuropathies/therapy , Diabetic Retinopathy/therapy , Economics, Hospital , Female , Humans , Male , Middle Aged , New Zealand , Risk Factors
17.
Diabetes Res Clin Pract ; 73(3): 260-7, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16504336

ABSTRACT

AIM: To examine differences in morbidity and rates of hospital admission between diabetes patients and patients without diabetes in New Zealand. METHODS: A 1,123 and 11,325 patients with Types 1 and 2 diabetes in the Southlink Health diabetes register were identified. Types 1 and 2 diabetes patients were matched with non-diabetic patients drawn from primary care patient registers. Hospital admission rates for diabetic complications and general medical conditions, length of stay in hospital, patients readmitted, deaths in hospital and hospital procedures were analyzed for the 3-year period from 2000 to 2002. RESULTS: Diabetes patients were more likely to be admitted to hospital for any reason than patients without diabetes (odds ratio (OR) 2.55, 95% confidence interval (CI) 2.13-3.04, p<0.001 for Type 1 patients; OR 1.40, CI 1.33-1.48, p<0.001 for Type 2 patients). A 46% (770) of all admissions for Type 1 patients were due to complications arising from diabetes and 33% (4685) for Type 2 patients. Major complications included ischaemic heart disease, heart failure, cataracts and conditions specific to diabetes. CONCLUSIONS: Increasing prevalence of diabetes will increase demand for hospital services overall, and particularly for inpatient care related to macroangiopathy, ophthalmic and renal problems and peripheral circulatory disorders.


Subject(s)
Diabetes Mellitus/prevention & control , Hospitalization/statistics & numerical data , Patient Admission/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Diabetes Complications/epidemiology , Diabetes Complications/prevention & control , Diabetes Mellitus/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 1/prevention & control , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/prevention & control , Humans , Length of Stay/statistics & numerical data , Middle Aged , New Zealand/epidemiology
18.
Pharmacogenet Genomics ; 15(2): 127-35, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15861036

ABSTRACT

Osteoporosis is a complex multi-factorial disease where environment, diet and genetics play a role in determining susceptibility. Patients with existing vertebral fracture have a heightened risk of further recurrent vertebral fracture. The efficacy of new osteoporosis therapies is often compared to calcium supplementation. 1,25-dihydroxyvitamin D3 (calcitriol) acts through the vitamin D receptor (VDR) and is effective at reducing recurrent vertebral fracture risk. Because the VDR controls calcium metabolism, we hypothesized that genetic variation at the VDR locus may influence response to both calcium and calcitriol therapy. Postmenopausal women with osteoporosis from a 3-year study comparing calcitriol versus calcium for prevention of vertebral fractures were genotyped for VDR alleles detected by FokI, BsmI, ApaI and TaqI. Data were analysed by hierarchical log-linear analysis and robust analysis of variance for relationships to fracture outcomes. Significant differences in the vertebral fracture rate in response to calcium therapy were observed between VDR genotypes (P<0.001). Calcium appeared to be equally effective as calcitriol in particular genotypes. The response to calcitriol therapy was most pronounced in patients carrying the TaqI t allele in combination with the FokI f initiation codon variant: f+t+ carriers were 11.3-fold less likely to sustain recurrent vertebral fracture in the last 2 years of the trial while on calcitriol therapy compared to calcium (P=1.4x10(-5)). Response to both calcium and calcitriol therapy is dependent on genetic variation at the VDR locus and two loci in the VDR gene may contribute to this effect.


Subject(s)
Calcitriol/pharmacology , Genotype , Osteoporosis/drug therapy , Osteoporosis/genetics , Receptors, Calcitriol/genetics , Alleles , Calcium/metabolism , Clinical Trials as Topic , Codon , Female , Fractures, Bone , Genetic Markers , Genetic Variation , Heterozygote , Humans , Osteoporosis, Postmenopausal/drug therapy , Postmenopause , Treatment Outcome
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