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BACKGROUND: People with cancer have an increased risk of cardiovascular disease. Risk prediction equations developed in New Zealand accurately predict 5-year cardiovascular disease risk in a general primary care population in the country. We assessed the performance of these equations for survivors of cancer in New Zealand. METHODS: For this validation study, patients aged 30-74 years from the PREDICT open cohort study, which was used to develop the New Zealand cardiovascular disease risk prediction equations, were included in the analysis if they had a primary diagnosis of invasive cancer at least 2 years before the date of the first cardiovascular disease risk assessment. The risk prediction equations are sex-specific and include the following predictors: age, ethnicity, socioeconomic deprivation index, family history of cardiovascular disease, smoking status, history of atrial fibrillation and diabetes, systolic blood pressure, total cholesterol to HDL cholesterol ratio, and preventive pharmacotherapy (blood-pressure-lowering, lipid-lowering, and antithrombotic drugs). Calibration was assessed by comparing the mean predicted 5-year cardiovascular disease risk, estimated using the risk prediction equations, with the observed risk across deciles of risk, for men and women, and according to the three clinical 5-year cardiovascular disease risk groups in New Zealand guidelines (<5%, 5% to <15%, and ≥15%). Discrimination was assessed by Harrell's C statistic. FINDINGS: 14â263 patients were included in the study. The mean age was 61 years (SD 9) for men and 60 years (SD 8) for women, with a median follow-up of 5·8 years for men and 5·7 years for women. The observed cardiovascular disease risk was underpredicted by a maximum of 2·5% in male and 3·2% in female decile groups. When patients were grouped according to clinical risk groups, observed cardiovascular disease risk was underpredicted by less than 2% in the lower risk groups and overpredicted by 2·2% for men and 3·3% for women in the highest risk group. Harrell's C statistics were 0·67 (SE 0·01) for men and 0·73 (0·01) for women. INTERPRETATION: The New Zealand cardiovascular disease risk prediction equations reasonably predicted the observed 5-year cardiovascular disease risk in survivors of cancer in the country, in whom risk prediction was considered clinically appropriate. Prediction could be improved by adding cancer-specific variables and considering competing risks. Our findings suggest that the equations are reasonable clinical tools for use in survivors of cancer in New Zealand. FUNDING: Auckland Medical Research Foundation, Health Research Council of New Zealand.
Subject(s)
Cardiovascular Diseases , Neoplasms , Humans , Male , Female , Middle Aged , Risk Factors , Cohort Studies , Risk Assessment , Cardiovascular Diseases/epidemiology , New Zealand/epidemiology , Prospective Studies , Proportional Hazards Models , Neoplasms/epidemiology , Primary Health CareABSTRACT
BACKGROUND: For more than a century, Maori have experienced poorer health than non-Maori. In 2019 an independent Tribunal found the Government had breached Te Tiriti o Waitangi by "failing to design and administer the current primary health care system to actively address persistent Maori health inequities". Many Maori (44%) have unmet needs for primary care. Seven models of primary care were identified by the funders and the research team, including Maori-owned practices. We hypothesised patient health outcomes for Maori would differ between models of care. METHODS: Cross-sectional primary care data were analysed at 30 September 2018. National datasets were linked to general practices at patient level, to measure associations between practice characteristics and patient health outcomes. PRIMARY OUTCOMES: polypharmacy (≥ 55 years), HbA1c testing, child immunisations, ambulatory sensitive hospitalisations (0-14, 45-64 years) and emergency department attendances. Regressions include only Maori patients, across all models of care. RESULTS: A total of 660,752 Maori patients were enrolled in 924 practices with 124,854 in 65 Maori-owned practices. Maori practices had: no significant association with HbA1c testing, ambulatory sensitive hospitalisations or ED attendances, and a significant association with lower polypharmacy (3.7% points) and lower childhood immunisations (13.4% points). Maori practices had higher rates of cervical smear and cardiovascular risk assessment, lower rates of HbA1c tests, and more nurse (46%) and doctor (8%) time (FTE) with patients. The average Maori practice had 52% Maori patients compared to 12% across all practices. Maori practices enrolled a higher percentage of children and young people, five times more patients in high deprivation areas, and patients with more multimorbidity. More Maori patients lived rurally (21.5% vs 15%), with a greater distance to the nearest ED. Maori patients were more likely to be dispensed antibiotics or tramadol. CONCLUSIONS: Maori practices are an expression of autonomy in the face of enduring health system failure. Apart from lower immunisation rates, health outcomes were not different from other models of care, despite patients having higher health risk profiles. Across all models, primary care need was unmet for many Maori, despite increased clinical input. Funding must support under-resourced Maori practices and ensure accountability for the health outcomes of Maori patients in all models of general practice.
Subject(s)
Health Services Accessibility , Health Services, Indigenous , Maori People , Primary Health Care , Adolescent , Child , Humans , Cross-Sectional Studies , Glycated Hemoglobin , New Zealand , Infant, Newborn , Infant , Child, Preschool , Young Adult , Adult , Middle AgedABSTRACT
BACKGROUND: Clinical indicators are increasingly used to improve the quality of care, particularly with the emergence of "big data", but physicians views regarding their utility in practice is unclear. We reviewed the published literature investigating physicians' perspectives, focusing on the following objectives in relation to quality improvement: 1) the role of clinical indicators, 2) what is needed to strengthen them, 3) their key attributes and 4) the best tool(s) for assessing their quality. METHODS: A systematic literature search (up to November 2022) was carried out using: Medline, EMBASE, Scopus, CINAHL, PsycInfo and Web of Science. Articles that met all of the following inclusion criteria were included: reported on physicians' perspectives on clinical indicators and/or tools for assessing the quality of clinical indicators, addressing at least one of the four review objectives; the clinical indicators related to care at least partially delivered by physicians; and published in a peer-reviewed journal. Data extracted from eligible studies were appraised using the Critical Appraisal Skills Programme (CASP) tool. A thematic synthesis of data was conducted using NVivo software. Descriptive themes were inductively derived from codes, which were grouped into analytical themes answering each objective. RESULTS: A total of 14 studies were included, with 17 analytical themes identified for objectives 1-3 and no data identified for objective 4. Results showed that indicators can play an important motivating role for physicians to improve the quality of care and show where changes need to be made. For indicators to be effective, physicians should be involved in indicator development, recording relevant data should be straightforward, indicator feedback must be meaningful to physicians, and clinical teams need to be adequately resourced to act on findings. Effective indicators need to focus on the most important areas for quality improvement, be consistent with good medical care, and measure aspects of care within the control of physicians. Studies cautioned against using indicators primarily as punitive measures, and there were concerns that an overreliance on indicators can lead to narrowed perspectives of quality of care. CONCLUSIONS: This review identifies facilitators and barriers to meaningfully engaging physicians in developing and using clinical indicators to improve the quality of health care.
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BACKGROUND: Heart failure (HF) is associated with high mortality, but there are limited reports on the underlying cause of death. This study reports short-, medium- and long-term cause-specific mortality following first-ever HF hospitalisation in New Zealand. METHOD: First-ever HF hospitalisations were identified from hospital discharge coding between 2010 and 2013. Mortality outcomes were obtained via anonymised linkage to national datasets. Short (0-30 days), medium (31-364 days), and long-term (1-5 years) mortality rates were identified. Cause of death was identified from death certification coding and classified as cardiovascular and non-cardiovascular. Cox regression analysis was performed to adjust for confounding variables. RESULTS: A cohort of 34,264 individuals with first-ever HF hospitalisation were identified. Mean age was 75.8±13 years and 50.5% were male. A total of 21,637 (63.1%) died within 5 years of hospitalisation; 4,122 (12.0%) within the first 30 days, 6,358 (18.6%) between 31-364 days, and 11,157 (32.6%) between 1 and 5 years. Older age, male gender, Maori ethnicity, higher socioeconomic deprivation and increased comorbidity were independent factors associated with higher all-cause mortality. Cardiovascular causes accounted for 51% of total deaths. Cardiovascular mortality was 6.0%, 9.5%, and 16.7% at 30 days, 31-364 days, and 1-5 years, respectively. The most common causes of non-cardiovascular mortality were neoplasms, chronic respiratory diseases and infections, accounting for 14.6%, 11.0%, and 5.5% of total deaths respectively. Comorbidity was associated with higher non-cardiovascular mortality (hazard ratio [HR] 3.35; 95% confidence interval [CI] 3.16-3.55) but not cardiovascular mortality (HR 0.79; 95% CI 0.72-0.86). CONCLUSIONS: In New Zealand, mortality following first-ever HF hospitalisation is high. Non-cardiovascular death is common and there are ethnic inequities.
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INTRODUCTION: Māori (the Indigenous Peoples of Aotearoa New Zealand) are disproportionately represented in cardiovascular disease (CVD) prevalence, morbidity and mortality rates, and are less likely to receive evidence-based CVD health care. Rural Māori experience additional barriers to treatment access, poorer health outcomes and a greater burden of CVD risk factors compared to Non-Māori and Māori living in urban areas. Importantly, these inequities are similarly experienced by Indigenous Peoples in other nations impacted by colonisation. Given the scarcity of available literature, a systematic scoping review was conducted on literature exploring barriers and facilitators in accessing CVD health care for rural Māori and other Indigenous Peoples in nations impacted by colonisation. METHODS: The review was underpinned by Kaupapa Māori Research methodology and was conducted utilising Arksey and O'Malley's (2005) methodological framework. A database search of MEDLINE (OVID), PubMed, Embase, SCOPUS, CINAHL Plus, Australia/New Zealand Reference Centre and NZResearch.org was used to explore empirical research literature. A grey literature search was also conducted. Literature based in any healthcare setting providing care to adults for CVD was included. Rural or remote Indigenous Peoples from New Zealand, Australia, Canada, and the US were included. Literature was included if it addressed cardiovascular conditions and reported barriers and facilitators to healthcare access in any care setting. RESULTS: A total of 363 articles were identified from the database search. An additional 19 reports were identified in the grey literature search. Following screening, 16 articles were included from the database search and 5 articles from the grey literature search. The literature was summarised using the Te Tiriti o Waitangi (Treaty of Waitangi) Framework principles: tino rangatiratanga (self-determination), partnership, active protection, equity and options. Themes elucidated from the literature were described as key drivers of CVD healthcare access for rural Indigenous Peoples. Key driver themes included input from rural Indigenous Peoples on healthcare service design and delivery, adequate resourcing and support of indigenous and rural healthcare services, addressing systemic racism and historical trauma, providing culturally appropriate health care, rural Indigenous Peoples' access to family and wellbeing support, rural Indigenous Peoples' differential access to the wider social determinants of health, effective interservice linkages and communication, and equity-driven and congruent data systems. CONCLUSION: The findings are consistent with other literature exploring access to health care for rural Indigenous Peoples. This review offers a novel approach to summarising literature by situating the themes within the context of equity and rights for Indigenous Peoples. This review also highlighted the need for further research in this area to be conducted in the context of Aotearoa New Zealand.
Subject(s)
Cardiovascular Diseases , Health Services Accessibility , Rural Population , Humans , Cardiovascular Diseases/therapy , Cardiovascular Diseases/ethnology , Health Services Accessibility/organization & administration , Health Services, Indigenous/organization & administration , Indigenous Peoples , New Zealand/epidemiology , Rural Health Services/organization & administration , Rural Population/statistics & numerical data , Maori PeopleABSTRACT
BACKGROUND: Although geographical differences in treatment and outcomes after stroke have been described, we lack evidence on differences in the costs of treatment between urban and nonurban regions. Additionally, it is unclear whether greater costs in one setting are justified given the outcomes achieved. We aimed to compare costs and quality-adjusted life years in people with stroke admitted to urban and nonurban hospitals in New Zealand. METHODS: Observational study of patients with stroke admitted to the 28 New Zealand acute stroke hospitals (10 in urban areas) recruited between May and October 2018. Data were collected up to 12 months poststroke including treatments in hospital, inpatient rehabilitation, other health service utilization, aged residential care, productivity, and health-related quality of life. Costs in New Zealand dollars were estimated from a societal perspective and assigned to the initial hospital that patients presented to. Unit prices for 2018 were obtained from government and hospital sources. Multivariable regression analyses were conducted when assessing differences between groups. RESULTS: Of 1510 patients (median age 78 years, 48% female), 607 presented to nonurban and 903 to urban hospitals. Mean hospital costs were greater in urban than nonurban hospitals ($13 191 versus $11 635, P=0.002), as were total costs to 12 months ($22 381 versus $17 217, P<0.001) and quality-adjusted life years to 12 months (0.54 versus 0.46, P<0.001). Differences in costs and quality-adjusted life years remained between groups after adjustment. Depending on the covariates included, costs per additional quality-adjusted life year in the urban hospitals compared to the nonurban hospitals ranged from $65 038 (unadjusted) to $136 125 (covariates: age, sex, prestroke disability, stroke type, severity, and ethnicity). CONCLUSIONS: Better outcomes following initial presentation to urban hospitals were associated with greater costs compared to nonurban hospitals. These findings may inform greater targeted expenditure in some nonurban hospitals to improve access to treatment and optimize outcomes.
Subject(s)
Hospitals, Urban , Quality of Life , Humans , Female , Aged , Male , Cost-Benefit Analysis , New Zealand/epidemiology , HospitalizationABSTRACT
Context Brown Buttabean Motivation (BBM) is a grassroot Pacific-led organisation aiming to reduce obesity amongst Pasifika (Pacific people in Aotearoa New Zealand) and Indigenous Maori, helping them choose a healthy and active life-style for themselves, their children and their wider family. BBM offers a holistic approach to weight loss, recognising that mental health, family and cultural factors all play essential and critical roles in nutrition and physical activity patterns. Objective To understand how participants experience and engage with BBM. Study Design &; Analysis Qualitative study conducted by our co-design research team within a broader BBM research project. Initial inductive thematic approach followed by theoretical deductive analysis of coded data guided by Pacific Fonofale and Maori Te Whare Tapa Wha health models. In this meeting-house metaphor, the floor is family, roof is culture, house-posts are physical, mental, spiritual and socio-demographic health and well-being, surrounded by environment, time and context. Setting South Auckland, New Zealand 2021 Population Studied BBM participants Instrument Semi-structured interviews Outcome Measures Narrative data Results 22 interviewees (50% female) aged 24-60 years of mixed Pacific and Maori ethnicities. Majority self-reported weight loss (between three and 135kg) since starting BBM. Two researchers independently coded data with adjudication (kappa=0.61) Participants identified the interactive holistic nature of health and wellbeing from BBM. As well as physical, mental and spiritual benefits, BBM helped many re-connect with both their family and their culture. BBM is seen as a new way of life. Participants "immediately belong to BBM family" regardless of culture or size, "with no judgements" and adopt the BBM motto "no excuses". Conclusions Many weight loss studies provide programmes to improve physical exercise and nutrition, but seldom address sustainability and other core factors such as mental health and motivation. BBM is a community-embedded Maori and Pasifika-led intervention, with no reliance on researchers nor external authorities for its ongoing implementation. It addresses factors impacting participants' lives and social determinants of health, including vaccination drives, food parcels and adapting to the COVID-19 pandemic and lockdowns. Our three-year longitudinal cohort study assessing sustained weight loss is ongoing.
Subject(s)
Health Promotion , Healthy Lifestyle , Middle Aged , Motivation , Weight Loss , Female , Humans , Male , Longitudinal Studies , Maori People , Pacific Island People , New Zealand , Adult , Obesity/prevention & controlABSTRACT
BACKGROUND: Addressing persistent and pervasive health inequities is a global moral imperative, which has been highlighted and magnified by the societal and health impacts of the COVID-19 pandemic. Observational studies can aid our understanding of the impact of health and structural oppression based on the intersection of gender, race, ethnicity, age and other factors, as they frequently collect this data. However, the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guideline, does not provide guidance related to reporting of health equity. The goal of this project is to develop a STROBE-Equity reporting guideline extension. METHODS: We assembled a diverse team across multiple domains, including gender, age, ethnicity, Indigenous background, disciplines, geographies, lived experience of health inequity and decision-making organizations. Using an inclusive, integrated knowledge translation approach, we will implement a five-phase plan which will include: (1) assessing the reporting of health equity in published observational studies, (2) seeking wide international feedback on items to improve reporting of health equity, (3) establishing consensus amongst knowledge users and researchers, (4) evaluating in partnership with Indigenous contributors the relevance to Indigenous peoples who have globally experienced the oppressive legacy of colonization, and (5) widely disseminating and seeking endorsement from relevant knowledge users. We will seek input from external collaborators using social media, mailing lists and other communication channels. DISCUSSION: Achieving global imperatives such as the Sustainable Development Goals (e.g., SDG 10 Reduced inequalities, SDG 3 Good health and wellbeing) requires advancing health equity in research. The implementation of the STROBE-Equity guidelines will enable a better awareness and understanding of health inequities through better reporting. We will broadly disseminate the reporting guideline with tools to enable adoption and use by journal editors, authors, and funding agencies, using diverse strategies tailored to specific audiences.
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Health Inequities , Observational Studies as Topic , Social Justice , Humans , COVID-19 , Pandemics , Research Design , Sustainable Development , Indigenous PeoplesABSTRACT
This article provides a summary of available data on Maori ocular health, highlighting significant disparities between Maori and non-Maori populations. Maori are more likely to develop diabetes, sight-threatening retinopathy and keratoconus, and present for cataract surgery earlier with more advanced disease. Limited data exists for macular degeneration and glaucoma, but there is some suggestion that Maori may have lower prevalence rates. The article emphasises the urgent need for robust national data on Maori ocular health to enable targeted interventions and funding allocation. Achieving equity for Maori in all aspects of health, including ocular health, requires concerted efforts from all stakeholders.
Subject(s)
Eye , Health Status , Maori People , Humans , New Zealand/epidemiologyABSTRACT
The establishment of a culturally diverse surgical workforce, largely on the basis of gender, has been highly promoted in Australasia in the last decade. Despite this, discussions of gender diversity in surgery have largely excluded Indigenous women. This study presents the experiences of wahine Maori and Pasifika doctors in Aotearoa, who formed a surgical sisterhood to support them towards applying for advanced surgical training. Utilising mana wahine and Masi methodologies, semi-structured interpersonal interviews were undertaken with five wahine who formed the surgical sisterhood. Following transcription and analysis of all interviews, four key themes were identified. These were mana wahine, unity, our why and change on the horizon. These themes illustrate the complex and varied experiences of wahine Maori and Pasifika and how they have navigated their surgical pathways amidst multiple layers of discrimination towards being in a position to apply for advanced surgical training.
Subject(s)
Maori People , Surgeons , Humans , Female , Gender Identity , New ZealandABSTRACT
BACKGROUND: Until recently, most patients with diabetes worldwide have been diagnosed when symptomatic and have high cardiovascular risk, meaning most should be prescribed cardiovascular preventive medications. However, in New Zealand, a world-first national programme led to approximately 90% of eligible adults being screened for diabetes by 2016, up from 50% in 2012, identifying many asymptomatic patients with recent-onset diabetes. We hypothesised that cardiovascular risk prediction equations derived before widespread screening would now significantly overestimate risk in screen-detected patients. METHODS: New Zealanders aged 30-74 years with type 2 diabetes and without known cardiovascular disease, heart failure, or substantial renal impairment were identified from the 400 000-person PREDICT primary care cohort study between Oct 27, 2004, and Dec 30, 2016, covering the period before and after widespread screening. Sex-specific equations estimating 5-year risk of cardiovascular disease were developed using Cox regression models, with 18 prespecified predictors, including diabetes-related and renal function measures. Equation performance was compared with an equivalent equation derived in the New Zealand Diabetes Cohort Study (NZDCS), which recruited between 2000 and 2006, before widespread screening. FINDINGS: 46 652 participants were included in the PREDICT-1° Diabetes subcohort, of whom 4114 experienced first cardiovascular events during follow-up (median 5·2 years, IQR 3·3-7·4). 14 829 (31·8%) were not taking oral hypoglycaemic medications or insulin at baseline. Median 5-year cardiovascular risk estimated by the new equations was 4·0% (IQR 2·3-6·8) in women and 7·1% (4·5-11·2) in men. The older NZDCS equation overestimated median cardiovascular risk by three times in women (median 14·2% [9·7-20·0]) and two times in men (17·1% [4·5-20·0]). Model and discrimination performance measures for PREDICT-1° Diabetse equations were also significantly better than for the NZDCS equation (eg, for women: R2=32% [95% CI 29-34], Harrell's C=0·73 [0·72-0·74], Royston's D=1·410 [1·330-1·490] vs R2=24% [21-26], C=0·69 [0·67-0·70], and D=1·147 [1·107-1·187]). INTERPRETATION: International treatment guidelines still consider most people with diabetes to be at high cardiovascular risk; however, we show that recent widespread diabetes screening has radically changed the cardiovascular risk profile of people with diabetes in New Zealand. Many of these patients have normal renal function, are not dispensed glucose-lowering medications, and have low cardiovascular risk. These findings have clear international implications as increased diabetes screening is inevitable due to increasing obesity, simpler screening tests, and the introduction of new-generation glucose-lowering medications that prevent cardiovascular events. Cardiovascular risk prediction equations derived from contemporary diabetes populations, with multiple diabetes-related and renal function predictors, will be required to better differentiate between low-risk and high-risk patients in this increasingly heterogeneous population and to inform appropriate non-pharmacological management and cost-effective targeting of expensive new medications. FUNDING: Health Research Council of New Zealand, Heart Foundation of New Zealand, and Healthier Lives National Science Challenge.
Subject(s)
Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/complications , Heart Disease Risk Factors , Mass Screening , Predictive Value of Tests , Adult , Aged , Cardiovascular Diseases/ethnology , Cohort Studies , Diabetes Mellitus, Type 2/ethnology , Female , Glycated Hemoglobin/analysis , Humans , Male , Middle Aged , New Zealand/epidemiology , Primary Health CareABSTRACT
OBJECTIVE: To describe the dispensing of cardiovascular disease (CVD) preventive medications among older New Zealanders with and without prior CVD or diabetes. METHODS: New Zealanders aged ≥65 years in 2013 were identified using anonymised linkage of national administrative health databases. Dispensing of blood pressure lowering (BPL), lipid lowering (LL) or antithrombotic (AT) medications, was documented, stratified by age and by history of CVD, diabetes, or neither. RESULTS: Of the 593,549 people identified, 32% had prior CVD, 14% had diabetes (of whom half also had prior CVD) and 61% had neither diagnosis. For those with prior CVD, between 79-87% were dispensed BPL and 73-79% were dispensed AT medications, across all age groups. In contrast, LL dispensing was lower than either BPL or AT in every age group, falling from 75% at age 65-69 years to 43% at 85+ years. For people with diabetes, BPL and LL dispensing was similar to those with prior CVD, but AT dispensing was approximately 20% lower. Among people without prior CVD or diabetes, both BPL and AT dispensing increased with age (from 39% and 17% at age 65-69 years to 56% and 35% at 85+ years respectively), whereas LL dispensing was 26-31% across the 65-84 year age groups, falling to 17% at 85+ years. CONCLUSION: The much higher dispensing of BPL and AT compared to LL medications with increasing age suggests a preventive treatment paradox for older people, with the medications most likely to cause adverse effects being dispensed most often.
Subject(s)
Cardiovascular Agents , Cardiovascular Diseases , Diabetes Mellitus , Aged , Aged, 80 and over , Blood Pressure , Cardiovascular Agents/adverse effects , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus/diagnosis , Diabetes Mellitus/drug therapy , Diabetes Mellitus/epidemiology , Drug Prescriptions , HumansABSTRACT
OBJECTIVE: To undertake an economic analysis of the Take Charge intervention as part of the Taking Charge after Stroke (TaCAS) study. DESIGN: An open, parallel-group, randomised trial comparing active and control interventions with blinded outcome assessment. SETTING: Community. PARTICIPANTS: Adults (n = 400) discharged to community, non-institutional living following acute stroke. INTERVENTIONS: The Take Charge intervention, a strengths based, self-directed rehabilitation intervention, in two doses (one or two sessions), and a control intervention (no Take Charge sessions). MEASURES: The cost per quality-adjusted life year (QALY) saved for the period between randomisation (always post hospital discharge) and 12 months following acute stroke. QALYs were calculated from the EuroQol-5D-5L. Costs of stroke-related and non-health care were obtained by questionnaire, hospital records and the New Zealand Ministry of Health. RESULTS: One-year post hospital discharge cost of care was mean (95% CI) $US4706 (3758-6014) for the Take Charge intervention group and $6118 (4350-8005) for control, mean (95% CI) difference $ -1412 (-3553 to +729). Health utility scores were mean (95% CI) 0.75 (0.73-0.77) for Take Charge and 0.71 (0.67-0.75) for control, mean (95% CI) difference 0.04 (0.0-0.08). Cost per QALY gained for the Take Charge intervention was $US -35,296 (=£ -25,524, -30,019). Sensitivity analyses confirm Take Charge is cost-effective, even at a very low willingness-to-pay threshold. With a threshold of $US5000 per QALY, the probability that Take Charge is cost-effective is 99%. CONCLUSION: Take Charge is cost-effective and probably cost saving.
Subject(s)
Quality of Life , Stroke , Adult , Cost-Benefit Analysis , Humans , Quality-Adjusted Life Years , Surveys and QuestionnairesABSTRACT
BACKGROUND: Prevalence of Type 2 diabetes mellitus (T2DM) is high among Maori and other Pacific Island peoples in New Zealand. Current health services to address T2DM largely take place in primary healthcare settings and have, overall, failed to address the significant health inequities among Maori and Pacific people with T2DM. Culturally comprehensive T2DM management programmes, aimed at addressing inequities in Maori or Pacific diabetes management and workforce development, are not extensively available in New Zealand. Deliberate strategies to improve cultural safety, such as educating health professionals and fostering culturally safe practices must be priority when funding health services that deliver T2DM prevention programmes. There is a significant workforce of community-based, non-clinical workers in South Auckland delivering diabetes self-management education to Maori and Pacific peoples. There is little information on the perspectives, challenges, effectiveness, and success of dietitians, community health workers and kai manaaki (KM) in delivering these services. This study aimed to understand perspectives and characteristics of KM and other community-based, non-clinical health workers, with a focus on how they supported Maori and Pacific Peoples living with T2DM to achieve better outcomes. METHODS: This qualitative study undertaken was underpinned by the Tangata Hourua research framework. Focus groups with dietitians, community health workers (CHWs) and KM took place in South Auckland, New Zealand. Thematic analysis of the transcripts was used to identify important key themes. RESULTS: Analysis of focus group meetings identified three main themes common across the groups: whakawhanaungatanga (actively building relationships), cultural safety (mana enhancing) and cultural alignment to role, with a further two themes identified only by the KM and CHWs, who both strongly associated a multidisciplinary approach to experiences of feeling un/valued in their roles, when compared with dietitians. Generally, all three groups agreed that their roles required good relationships with the people they were working with and an understanding of the contexts in which Maori and Pacific Peoples with T2DM lived. CONCLUSIONS: Supporting community based, non-clinical workers to build meaningful and culturally safe relationships with Maori and Pacific people has potential to improve diabetes outcomes.
Subject(s)
Diabetes Mellitus, Type 2 , Native Hawaiian or Other Pacific Islander , Diabetes Mellitus, Type 2/therapy , Humans , New Zealand/epidemiology , Outcome Assessment, Health Care , Qualitative Research , WorkforceABSTRACT
BACKGROUND: Acute rheumatic fever (ARF) and rheumatic heart disease (RHD) are rare in high-income countries; however, in Aotearoa New Zealand ARF and RHD disproportionately affect Indigenous Maori and Pacific Peoples. This narrative review explores the evidence regarding non-surgical management of patients with clinically significant valve disease or heart failure due to RHD. METHODS: Medline, EMBASE and Scopus databases were searched, and additional publications were identified through cross-referencing. Included were 28 publications from 1980 onwards. RESULTS: Of the available interventions, improved anticoagulation management and a national RHD register could improve RHD outcomes in New Zealand. Where community pharmacy anticoagulant management services (CPAMS) are available good anticoagulation control can be achieved with a time in the therapeutic range (TTR) of more than 70%, which is above the internationally recommended level of 60%. The use of pharmacists in anticoagulation control is cost-effective, acceptable to patients, pharmacists, and primary care practitioners. There is a lack of local data available to fully assess other interventions; including optimal therapy for heart failure, equitable access to specialist RHD care, prevention, and management of endocarditis. CONCLUSION: As RHD continues to disproportionately affect Indigenous and minority groups, pro-equity tertiary prevention interventions should be fully evaluated to ensure they are reducing disease burden and improving outcomes in patients with RHD.
Subject(s)
Heart Failure , Rheumatic Fever , Rheumatic Heart Disease , Humans , Rheumatic Heart Disease/epidemiology , Rheumatic Heart Disease/therapy , Rheumatic Fever/therapy , Native Hawaiian or Other Pacific Islander , Heart Failure/drug therapy , Anticoagulants/therapeutic useABSTRACT
We describe trends in acute rheumatic fever (ARF), rheumatic heart disease (RHD), and RHD deaths among population groups in New Zealand. We analyzed initial primary ARF and RHD hospitalizations during 2000-2018 and RHD mortality rates during 2000-2016. We found elevated rates of initial ARF hospitalizations for persons of Maori (adjusted rate ratio [aRR] 11.8, 95% CI 10.0-14.0) and Pacific Islander (aRR 23.6, 95% CI 19.9-27.9) ethnicity compared with persons of European/other ethnicity. We also noted higher rates of initial RHD hospitalization for Maori (aRR 3.2, 95% CI 2.9-3.5) and Pacific Islander (aRR 4.6, 95% CI 4.2-5.1) groups and RHD deaths among these groups (Maori aRR 12.3, 95% CI 10.3-14.6, and Pacific Islanders aRR 11.2, 95% CI 9.1-13.8). Rates also were higher in socioeconomically disadvantaged neighborhoods. To curb high rates of ARF and RHD, New Zealand must address increasing social and ethnic inequalities.
Subject(s)
Rheumatic Fever , Rheumatic Heart Disease , Ethnicity , Humans , Native Hawaiian or Other Pacific Islander , New Zealand/epidemiology , Rheumatic Fever/epidemiology , Rheumatic Heart Disease/epidemiologyABSTRACT
BACKGROUND: Pacific people experience a disproportionate burden of cardiovascular disease (CVD), whether they remain in their country of origin or migrate to higher-income countries, such as Australia, Aotearoa New Zealand or the United States of America. We sought to determine whether the CVD health needs of Pacific people vary according to their ethnicity or place of birth. METHODS: We conducted a systematic review of medical research databases and grey literature to identify relevant data published up to 2020. Texts were included if they contained original data stratified by Pacific-specific ethnicity or place of birth on the burden or management of CVD, and were assessed as having good quality using a National Heart, Lung, and Blood Institute quality assessment tool. The protocol for this review was registered with the Open Science Forum ( https://doi.org/10.17605/OSF.IO/X7NR6 ). RESULTS: Of 3679 texts identified, 310 full texts were reviewed and the quality of 23 of these assessed, using the pre-defined search strategy. Six items (four reports, one article, one webpage) of good quality met the review eligibility criteria. All included texts provided data on epidemiology but only one reported on the management of CVD. Four texts were of Pacific populations in Pacific Island countries and two were of Pacific diaspora in other countries. Data from the Global Burden of Disease study, which provided estimates for the greatest number of Pacific countries, showed substantial differences in mortality rates between Pacific countries for every CVD type. For example, the mortality rate per 100,000 for ischemic heart disease (IHD) ranged from 103.41 in the Cook Islands to 430.35 in the Solomon Islands. A New Zealand-based report showed differences in CVD rates by Pacific ethnicity (e.g. the age-standardised prevalence of IHD per 1,000 population in Auckland ranged from 107.8 (Niuean) to 138 among Cook Islands Maori (p < 0.001)). CONCLUSIONS: This review of published studies reveals that the epidemiology of CVD among Pacific people varies by specific ethnic groups, place of birth, and country of residence. There is a critical need for high-quality contemporary ethnic-specific Pacific data to respond to the diverse CVD health needs in these underrepresented groups.
Subject(s)
Cardiovascular Diseases/ethnology , Native Hawaiian or Other Pacific Islander , Birth Setting , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/therapy , HumansABSTRACT
BACKGROUND: Antithrombotic medications (antiplatelets and anticoagulants) reduce the risk of cardiovascular disease (CVD), but with the disadvantage of increasing bleeding risk. Ethnicity and socioeconomic deprivation are independent predictors of major bleeds among patients without CVD, but it is unclear whether they are also predictors of major bleeds among patients with CVD or atrial fibrillation (AF) after adjustment for clinical variables. METHODS: Prospective cohort study of 488,107 people in New Zealand Primary Care (including 64,420 Maori, the indigenous people of New Zealand) aged 30-79 years who had their CVD risk assessed between 2007 and 2016. Participants were divided into three mutually exclusive subgroups: (1) AF with or without CVD (n = 15,212), (2) CVD and no AF (n = 43,790), (3) no CVD or AF (n = 429,105). Adjusted hazards ratios (adjHRs) were estimated from Cox proportional hazards models predicting major bleeding risk for each of the three subgroups to determine whether ethnicity and socioeconomic deprivation are independent predictors of major bleeds in different cardiovascular risk groups. RESULTS: In all three subgroups (AF, CVD, no CVD/AF), Maori (adjHR 1.63 [1.39-1.91], 1.24 [1.09-1.42], 1.57 [95% CI 1.45-1.70], respectively), Pacific people (adjHR 1.90 [1.58-2.28], 1.30 [1.12-1.51], 1.62 [95% CI 1.49-1.75], respectively) and Chinese people (adjHR 1.53 [1.08-2.16], 1.15 [0.90-1.47], 1.13 [95% CI 1.01-1.26], respectively) were at increased risk of a major bleed compared to Europeans, although for Chinese people the effect did not reach statistical significance in the CVD subgroup. Compared to Europeans, Maori and Pacific peoples were generally at increased risk of all bleed types (gastrointestinal, intracranial and other bleeds). An increased risk of intracranial bleeds was observed among Chinese and Other Asian people and, in the CVD and no CVD/AF subgroups, among Indian people. Increasing socioeconomic deprivation was also associated with increased risk of a major bleed in all three subgroups (adjHR 1.07 [1.02-1.12], 1.07 [1.03-1.10], 1.10 [95% CI 1.08-1.12], respectively, for each increase in socioeconomic deprivation quintile). CONCLUSION: Ethnicity and socioeconomic status should be considered in bleeding risk assessments to guide the use of antithrombotic medication for the management of AF and CVD.
Subject(s)
Cardiovascular Diseases/drug therapy , Fibrinolytic Agents/adverse effects , Hemorrhage/ethnology , Native Hawaiian or Other Pacific Islander , Primary Health Care , Social Deprivation , Social Determinants of Health/ethnology , Socioeconomic Factors , Adult , Aged , Atrial Fibrillation/diagnosis , Atrial Fibrillation/drug therapy , Atrial Fibrillation/ethnology , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/ethnology , Female , Hemorrhage/chemically induced , Hemorrhage/diagnosis , Humans , Male , Middle Aged , New Zealand/epidemiology , Prospective Studies , Risk Assessment , Risk FactorsABSTRACT
OBJECTIVE: To use secondary data from the Taking Charge after Stroke study to explore mechanisms for the positive effect of the Take Charge intervention on physical health, advanced activities of daily living and independence for people after acute stroke. DESIGN: An open, parallel-group, randomised trial with two active and one control intervention and blinded outcome assessment. SETTING: Community. PARTICIPANTS: Adults (n = 400) discharged to community, non-institutional living following acute stroke. INTERVENTIONS: One, two, or zero sessions of the Take Charge intervention, a self-directed rehabilitation intervention which helps a person with stroke take charge of their own recovery. MEASURES: Twelve months after stroke: Mood (Patient Health Questionnaire-2, Mental Component Summary of the Short Form 36); 'ability to Take Charge' using a novel measure, the Autonomy-Mastery-Purpose-Connectedness (AMP-C) score; activation (Patient Activation Measure); body mass index (BMI), blood pressure (BP) and medication adherence (Medication Adherence Questionnaire). RESULTS: Follow-up was near-complete (388/390 (99.5%)) of survivors at 12 months. Mean age (SD) was 72.0 (12.5) years. There were no significant differences in mood, activation, 'ability to Take Charge', medication adherence, BMI or BP by randomised group at 12 months. There was a significant positive association between baseline AMP-C scores and 12-month outcome for control participants (1.73 (95%CI 0.90 to 2.56)) but not for the Take Charge groups combined (0.34 (95%CI -0.17 to 0.85)). CONCLUSION: The mechanism by which Take Charge is effective remains uncertain. However, our findings support a hypothesis that baseline variability in motivation, mastery and connectedness may be modified by the Take Charge intervention.
Subject(s)
Affect , Motivation , Stroke Rehabilitation , Stroke/psychology , Activities of Daily Living , Aged , Blood Pressure , Body Mass Index , Female , Humans , Male , Medication Adherence , Quality of LifeABSTRACT
This article reports an effective strategy for recruiting patients with asthma to a qualitative study using an animated comic advertised on social media. An ad spend of NZ$432 on Facebook resulted in 101 study enquiries, and 27 participants taking part in the focus groups, of which 16 (56%) were Maori, the Indigenous Peoples of New Zealand. Representation of Maori amongst participants was over five times higher than their proportion in the local population (9.7%), resulting in data fulfilling the principle of equal explanatory power, an approach to research which can help advance Maori health development and address inequity. The success of this campaign is of particular interest for health researchers in New Zealand where Maori continue to be disproportionately affected by poorer health outcomes compared with non-Maori, particularly those with asthma. Approaches that better engage and support participation of under-represented communities in clinical research are of wider global interest. We reflect on the recruitment strategy and outcomes within a Kaupapa Maori framework, explore how this can be applied more widely in healthcare, and suggest direction for future study and implementation. Lay summary We designed an animated comic to advertise a study for patients with asthma. This was shared locally with a Facebook ad. The approach was highly engaging with the public, and resulted in rapid recruitment. Interestingly, participation of Maori (the Indigenous People of New Zealand) was over five times higher than their proportion in the local population. Maori have poorer health outcomes and increased barriers to healthcare access compared with non-Maori, particularly those with asthma. Approaches which can engage and support under-represented communities to participate in clinical research are of wider global interest. In this article, we reflect on the recruitment strategy and outcomes, and suggest direction for future study and implementation.