Australasian People

澳大利亚人民
  • 文章类型: Journal Article
    对这个话题有什么了解?费用被认为是精神疾病患者获得初级保健的障碍。本文补充了什么?一项精神卫生服务的近四分之三的客户没有报告成本是初级保健的障碍。对从业人员有什么影响?帮助精神疾病患者从事初级保健的努力可能最好针对获取费用以外的领域。
    What is known about the topic? Cost is thought to be a barrier to access to primary care for people with mental illness. What does this paper add? Nearly three-quarters of clients of one mental health services do not report cost to be a barrier to primary care. What are the implications for practitioners? Efforts to help people with mental illness engage in primary care may be best directed towards areas other than the cost of access.
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  • 文章类型: Journal Article
    背景:在糖尿病前期患者中,糖耐量受损(IGT)人群中2型糖尿病(T2D)与癌症风险之间的联系仍不确定.我们在奥克兰南部和西部初级保健的IGT个体中检查了这种关联,新西兰,从1994年到2019年,评估5年和10年的癌症风险。
    方法:研究队列从奥克兰的糖尿病护理支持服务中提取,新西兰,将其与国家死亡登记处联系起来,癌症,入院,医药索赔,和社会经济地位。我们比较了在1-5年暴露窗口内新诊断的有或没有T2D的IGT个体的癌症风险。采用锥形匹配和界标分析来解决潜在的混杂效应,我们形成了IGT比较队列.然后使用加权Cox回归模型来评估T2D发病与5年和10年癌症风险之间的关联。
    结果:该研究包括26,794例IGT患者,在5年内新诊断为T2D的629例,未诊断为T2D的13,007例。那些进展为T2D的患者有相似的5年癌症风险,但10年风险明显更高(HR1.35;95%CI1.09-1.68)。这种联系在老年人身上更强,社会经济上被剥夺的人,当前吸烟者,那些代谢指标较差的人,肾功能降低.新西兰欧洲种族的IGT患者10年癌症风险较低。
    结论:T2D诊断影响IGT患者的癌症风险。制定高危IGT个体的风险评分,实施癌症筛查和结构化糖尿病预防,特别是在贫困或少数民族人口中,是必不可少的。
    BACKGROUND: In people with prediabetes, the link between developing type 2 diabetes (T2D) and cancer risk among those with impaired glucose tolerance (IGT) remains uncertain. We examined this association in IGT individuals from primary care in South and West Auckland, New Zealand, spanning 1994-2019, assessing 5- and 10-year cancer risks.
    METHODS: Study cohorts were extracted from the Diabetes Care Support Service in Auckland, New Zealand, linking it with national registries for death, cancer, hospital admissions, pharmaceutical claims, and socioeconomic status. We compared cancer risks in individuals with IGT newly diagnosed with or without T2D within a 1-5-year exposure window. Employing tapered matching and landmark analysis to address potential confounding effects, we formed comparative IGT cohorts. Weighted Cox regression models were then employed to assess the association between T2D onset and 5- and 10-year cancer risks.
    RESULTS: The study included 26,794 patients with IGT, with 629 newly diagnosed with T2D within 5 years and 13,007 without such a diagnosis. Those progressing to T2D had similar 5-year cancer risk but significantly higher 10-year risk (HR 1.35; 95% CI 1.09-1.68). This association was stronger in older individuals, the socioeconomically deprived, current smokers, those with worse metabolic measures, and lower renal function. Patients with IGT of NZ European ethnicity had lower 10-year cancer risk.
    CONCLUSIONS: T2D diagnosis influences cancer risk in individuals with IGT. Developing risk scores for high-risk IGT individuals and implementing cancer screening and structured diabetes prevention, especially in deprived or minority ethnic populations, is essential.
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  • 文章类型: Journal Article
    这项研究旨在研究痛风患者的坚持补充和药物治疗量表(ARMS)的心理测量特性。我们进行了探索性因子分析(EFA),并在三个时间点(基线,6和12个月)在487名痛风患者中。Kruskal-Wallis测试,斯皮尔曼的军衔,肯德尔的tau-b相关性,和逻辑回归用于检验ARMS的标准相关效度和与ARMS相关的因素。全民教育建议采用单因素结构,解释总方差的43.2%。随着时间的推移,观察到高内部一致性(基线时序数α=0.902)和ARMS评分的中等一致性(ICC>0.5;p<0.001)。较低的ARMS评分(表明依从性更好)预测达到目标血清尿酸(OR,0.89;95%CI,0.83-0.95;p<0.001),但不包括降尿酸治疗(ULT)依从性(承保天数比例(PDC)≥80%)(OR,0.93;95%CI,0.81-1.05;p=0.261)。ARMS和PDC之间的负相关无统计学意义(Kendall’stau-b,r=-0.126,p=0.078;Spearman'srho=-0.173,p<0.073)。ARMS得分中位数(IQR)的差异为16(14-20),13(12-15),和17.5(15-21)在三组参与者中报告(1)未服用ULT,(2)采取ULT和坚持,和(3)采取ULT但不坚持,分别,有统计学意义(p<0.001)。年龄是与最佳依从性独立相关的唯一患者因素(ARMS评分=12)(OR,1.91;95%CI,1.50-2.43;p<0.001)。ARMS是痛风患者服药依从性行为的可靠且有效的衡量标准,证明其在痛风药物依从性研究中的应用。
    This study aimed to examine psychometric properties of the Adherence to Refills and Medications Scale (ARMS) in people with gout. We conducted exploratory factor analysis (EFA) and tested internal consistency (ordinal and Cronbach\'s alpha coefficients) and agreement (intraclass correlation coefficient (2,1)) in ARMS scores across three timepoints (baseline, 6, and 12 months) in 487 people with gout. The Kruskal-Wallis test, Spearman\'s rank, Kendall\'s tau-b correlations, and logistic regression were used to examine the criterion-related validity of the ARMS and factors associated with the ARMS. EFA suggested a one-factor structure, explaining 43.2% of total variance. High internal consistency (ordinal alpha = 0.902 at baseline) and moderate agreement in ARMS scores over time (ICCs > 0.5; p < 0.001) were observed. Lower ARMS scores (indicating better adherence) predicted achieving target serum urate (OR, 0.89; 95% CI, 0.83-0.95; p < 0.001), but not urate-lowering therapy (ULT) adherence (Proportion of Days Covered (PDC) ≥ 80%) (OR, 0.93; 95% CI, 0.81-1.05; p = 0.261). Negative correlations between ARMS and PDC were not statistically significant (Kendall\'s tau-b, r =  - 0.126, p = 0.078; Spearman\'s rho =  - 0.173, p < 0.073). Differences in median ARMS scores (IQR) of 16 (14-20), 13 (12-15), and 17.5 (15-21) in three groups of participants who reported (1) not taking ULT, (2) taking ULT and adherent, and (3) taking ULT but not adherent, respectively, were statistically significant (p < 0.001). Age was the only patient factor independently associated with optimal adherence (ARMS score = 12) (OR, 1.91; 95% CI, 1.50-2.43; p < 0.001). The ARMS is a reliable and valid measure of medication adherence behaviours in people with gout, justifying its use in gout medication adherence research.
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  • 文章类型: Journal Article
    基于人群的研究表明,患第二种癌症的风险很高,尤其是皮肤,在慢性淋巴细胞白血病(CLL)患者中。我们描述了接受至少两行治疗的复发性/难治性CLL的澳大利亚患者中第二原发性恶性肿瘤(SPM)的年龄标准化发生率(SIR)。包括ibrutinib.从2014年12月至2017年11月,从澳大利亚淋巴瘤和相关疾病登记处的13个地点确定了156名患者。111有关于SPM率的随访数据。伊布鲁替尼治疗开始后38.4个月,25%经历过任何SPM。黑色素瘤和所有癌症(不包括非黑色素瘤性皮肤癌)的SIR分别为15.8(95%置信区间(CI):7.0-35.3)和4.6(95%CI:3.1-6.9)。这些数据突出了初级预防性干预和监测的重要性,特别是随着CLL的生存率不断提高。
    Population-based studies have demonstrated a high risk of second cancers, especially of the skin, among patients with chronic lymphocytic leukaemia (CLL). We describe age-standardised incidence ratios (SIRs) of second primary malignancies (SPM) in Australian patients with relapsed/refractory CLL treated with at least two lines of therapy, including ibrutinib. From December 2014 to November 2017, 156 patients were identified from 13 sites enrolled in the Australasian Lymphoma and Related Diseases Registry, and 111 had follow-up data on rates of SPM. At 38.4 months from ibrutinib therapy commencement, 25% experienced any SPM. SIR for melanoma and all cancers (excluding nonmelanomatous skin cancers) were 15.8 (95% confidence interval (CI): 7.0-35.3) and 4.6 (95% CI: 3.1-6.9) respectively. These data highlight the importance of primary preventive interventions and surveillance, particularly as survival from CLL continues to improve.
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  • 文章类型: Journal Article
    背景土著和托雷斯海峡岛民年轻人的性传播感染(STIs)比例不成比例通常归因于冒险行为,但研究很少与非土著同行进行直接比较,以解决这种负面话语。方法“让我们谈谈2019”是对南澳大利亚人(16-29岁)的横断面在线调查。它优先考虑招募原住民和托雷斯海峡岛民受访者,以使用多变量Poisson回归模型将行为与非土著同龄人进行比较。结果原住民和托雷斯海峡岛民(n=231)和非原住民(n=2062)受访者报告使用避孕套相似(40%vs43%,P=0.477)和首次性行为的中位年龄(16岁对17岁)。较高比例的原住民和/或托雷斯海峡岛民受访者报告了最近的健康检查(48%对38%,P=0.002),性传播感染(60%对49%,PP=0.006)测试,STI诊断(29%vs21%,P=0.042),和最后一次性行为中的中毒(30%对18%,P结论与性传播感染相关的行为在土著和托雷斯海峡岛民和非土著受访者中大多相似。原住民和托雷斯海峡岛民的性传播感染/艾滋病毒检测较高,表明有针对性的计划是有效的。需要针对所有年轻人使用物质和避孕套的干预措施。未来的干预措施需要超越行为,探索健康和性网络的社会决定因素,作为不成比例的性传播感染率的贡献者。
    Background Disproportionate rates of sexually transmissible infections (STIs) among Aboriginal and Torres Strait Islander young people are often attributed to risk-taking behaviours, but research rarely conducts direct comparison with their non-Indigenous peers to address this negative discourse. Methods \'Let\'s Talk About It 2019\' was a cross-sectional online survey of South Australians (16-29 years). It prioritised recruitment of Aboriginal and Torres Strait Islander respondents to compare behaviours with non-Indigenous peers using multivariable Poisson regression models. Results Aboriginal and Torres Strait Islander (n =231) and non-Indigenous (n =2062) respondents reported similar condom use (40% vs 43%, P =0.477) and sexual debut median ages (16 years vs 17 years). Higher proportions of Aboriginal and/or Torres Strait Islander respondents reported a recent health check (48% vs 38%, P =0.002), STIs (60% vs 49%, P P =0.006) testing, STI diagnosis (29% vs 21%, P =0.042), and intoxication during last sex (30% vs 18%, P Conclusions Behaviours associated with STI transmission were mostly similar among Aboriginal and Torres Strait Islander and non-Indigenous respondents. Higher STI/HIV testing among Aboriginal and Torres Strait Islander respondents suggests effectiveness of targeted programs. Interventions targeting substance use and condom use among all young people are needed. Future interventions need to focus beyond behaviours and explore social determinants of health and sexual networks as contributors to disproportionate STI rates.
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  • 文章类型: Journal Article
    目的:为了确定12周的补贴运动计划对社区居住的老年人的健康相关生活质量(HRQoL)的影响,以及该计划的成本效用。
    方法:准实验,pre-poststudy.
    方法:参与者包括社区居住的老年人,年龄≥65岁,来自澳大利亚的每个州和领土。干预包括12个一小时,每周,中低强度运动班,由认可的运动科学家或生理学家(AESs/AEPs)提供。使用EQ-5D-3L在计划参与之前和之后测量了与健康相关的生活质量,并使用澳大利亚价值关税转换为公用事业指数。参与者,报告了组织和服务提供商的成本。多变量线性混合模型用于评估程序完成后HRQoL的变化。成本效用结果报告为增量成本效益比(ICER),基于方案成本和效用分数的变化。
    结果:3511名年龄中位数(IQR)为72(69-77)岁的老年人(77%为女性)完成了随访测试。计划完成后,EQ-5D-3L效用得分略有改善(0.04,95%CI:0.04,0.05,p<0.001)。每质量调整生命年(QALY)的成本为12,893美元。
    结论:参加积极老龄化运动权利计划的澳大利亚老年人报告说,在计划完成后,HRQoL略有改善。这包括居住在地区/农村地区的老年人。资助资助运动班,可能是改善老年人健康结果和减少地理健康差异的低成本策略。
    背景:该研究已在澳大利亚新西兰临床试验注册中心(ANZCTR)(ACTRN12623000483651)注册。
    OBJECTIVE: To determine the effect of a 12-week subsidised exercise programme on health-related quality of life (HRQoL) in community-dwelling older Australians, and the cost-utility of the programme.
    METHODS: Quasi-experimental, pre-post study.
    METHODS: Participants included community-dwelling older adults, aged ≥65 years, from every state and territory of Australia. The intervention consisted of 12 one-hour, weekly, low-to-moderate-intensity exercise classes, delivered by accredited exercise scientists or physiologists (AESs/AEPs). Health-related quality of life was measured before and after programme participation using the EQ-5D-3L and converted to a utility index using Australian value tariffs. Participant, organisational and service provider costs were reported. Multivariable linear mixed models were used to evaluate the change in HRQoL following programme completion. Cost-utility outcomes were reported as incremental cost-effectiveness ratios (ICERs), based on programme costs and the change in utility scores.
    RESULTS: 3511 older adults (77 % female) with a median (IQR) age of 72 (69-77) years completed follow-up testing. There was a small improvement in EQ-5D-3L utility scores after programme completion (0.04, 95 % CI: 0.04, 0.05, p < 0.001). The cost per quality-adjusted life year (QALY) gained was $12,893.
    CONCLUSIONS: Older Australians who participated in the Exercise Right for Active Ageing programme reported small improvements in HRQoL following programme completion, and this included older adults living in regional/rural areas. Funding subsidised exercise classes, may be a low-cost strategy for improving health outcomes in older adults and reducing geographic health disparities.
    BACKGROUND: The study was registered with the Australian New Zealand Clinical Trials Registry (ANZCTR) (ACTRN12623000483651).
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  • 文章类型: Journal Article
    目标:在被诊断为睡眠障碍的澳大利亚成年人中,这项横断面研究比较了两种通用QoL工具之间的经验关系,EuroQoL5维度5级(EQ-5D-5L)和成人ICEpop能力度量(ICACAP-A),和三个睡眠指标,Epworth嗜睡量表(ESS),睡眠问卷(FOSQ-10)的10项功能结果,匹兹堡睡眠质量指数(PSQI)。
    方法:使用Kendall的Tau-B相关性检查了项目/维度得分之间的收敛有效性和发散有效性,低于0.30的相关性被认为是弱的,介于0.30和0.50之间的中度和高于0.50的强(表明仪器测量的结构相似)。进行探索性因子分析(EFA)以确定共享的潜在结构。
    结果:共有1509名参与者(年龄18-86岁)被纳入分析。不同工具的维度/项目之间的收敛效度弱到中等。5因素EFA解决方案,代表“白天功能障碍”,\'疲劳\',\'幸福\',\'身体健康\',和“感知的睡眠质量”,最简单,紧密贴合,交叉载荷最少。每个仪器的尺寸/项目主要加载到自己的因素,除了EQ-5D-5L和PSQI。近三分之二的显著载荷具有优异的量级(0.72至0.91)。
    结论:通过通用和睡眠特异性工具评估的构建体之间的适度重叠表明,在一般睡眠障碍人群中,两者都不能完全捕获QoL的复杂性。因此,两者都是经济评估的要求。EQ-5D-5L和,根据上下文,ESS或PSQI在评估睡眠健康干预措施方面提供了最广泛的QoL测量。
    OBJECTIVE: In Australian adults diagnosed with a sleep disorder(s), this cross-sectional study compares the empirical relationships between two generic QoL instruments, the EuroQoL 5-dimension 5-level (EQ-5D-5L) and ICEpop CAPability measure for Adults (ICECAP-A), and three sleep-specific metrics, the Epworth Sleepiness Scale (ESS), 10-item Functional Outcomes of Sleep Questionnaire (FOSQ-10), and Pittsburgh Sleep Quality Index (PSQI).
    METHODS: Convergent and divergent validity between item/dimension scores was examined using Kendall\'s Tau-B correlation, with correlations below 0.30 considered weak, between 0.30 and 0.50 moderate and those above 0.50 strong (indicating that instruments were measuring similar constructs). Exploratory factor analysis (EFA) was conducted to identify shared underlying constructs.
    RESULTS: A total of 1509 participants (aged 18-86 years) were included in the analysis. Convergent validity between dimensions/items of different instruments was weak to moderate. A 5-factor EFA solution, representing \'daytime dysfunction\', \'fatigue\', \'wellbeing\', \'physical health\', and \'perceived sleep quality\', was simplest with close fit and fewest cross-loadings. Each instrument\'s dimensions/items primarily loaded onto their own factor, except for the EQ-5D-5L and PSQI. Nearly two-thirds of salient loadings were of excellent magnitude (0.72 to 0.91).
    CONCLUSIONS: Moderate overlap between the constructs assessed by generic and sleep-specific instruments indicates that neither can fully capture the complexity of QoL alone in general disordered sleep populations. Therefore, both are required within economic evaluations. A combination of the EQ-5D-5L and, depending on context, ESS or PSQI offers the broadest measurement of QoL in evaluating sleep health interventions.
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  • 文章类型: Journal Article
    护理体验质量老年护理消费者(QCE-ACC)是澳大利亚政府最近在全国范围内采用的一种新的基于偏好的工具,作为老年护理的新质量指标。这项研究采用了离散选择实验(DCE)方法来开发QCE-ACC仪器的老年护理用户特定值集。这对于确定QCE-ACC关键维度的相对重要性至关重要,以告知老年护理中的质量评估和经济评估。我们使用QCE-ACC进一步从经验上比较了澳大利亚老年人口(65岁及以上)中老年护理接受者和非老年护理接受者对护理体验质量的偏好。2022年8月至9月,共有201名接受老年护理服务的老年人(年龄74.2±6.2;59.7%为女性)完成了DCE调查。相对重要性的比较表明,老年护理接受者和非老年护理接受者之间的偏好存在一些差异。在老年护理接受者中,被“尊重与尊严”对待是定义维度的最重要的护理体验质量,“健康与福祉”排名第二,“技能与培训”(员工)排名第三。然而,在非老年护理接受者中,“技能培训”(员工)被认为是最重要的护理质量维度。还观察到QCE-ACC效用权重分布和平均值的区别,这表明,与未获得老年护理服务的人相比,老年护理接受者对老年护理的质量可能有不同的看法。这些发现揭示了老年护理接受者的独特偏好,表明老年护理接受者和非老年护理接受者对老年护理质量的偏好不可互换。本研究中开发的价值集是专门为从澳大利亚老年护理用户的角度使用QCE-ACC工具评估老年护理质量而量身定制的。
    The Quality of Care Experience Aged Care Consumers (QCE-ACC) is a new preference-based instrument recently adopted by the Australian government nationally as a new quality indicator for aged care. This study employed a discrete choice experiment (DCE) approach to develop an aged care user-specific value set for the QCE-ACC instrument. This is crucial for establishing the relative importance of key QCE-ACC dimensions for informing quality assessment and economic evaluation in aged care. We further empirically compared the preferences of aged care recipients and non-aged care recipients amongst the older Australian population (65 years and above) for quality of care experience using the QCE-ACC. A total of 201 older people (age 74.2 ± 6.2; 59.7% female) receiving aged care services completed the DCE survey between August and September 2022. The comparison of relative importance indicated some divergence in the preferences between the aged care recipients and non-aged care recipients. Amongst aged care recipients, being treated with \"Respect & Dignity\" was the most important quality of care experience defining dimension, with \"Health & Wellbeing\" ranked second and \"Skills & Training\" (of staff) ranked third. However, within non-aged care recipients, \"Skills Training\" (of staff) was considered the most important quality of care dimension. Distinction in the QCE-ACC utility weights distributions and mean values were also observed, suggesting that aged care recipients may have different opinions about the quality of aged care compared to those who have not accessed aged care services. The findings shed light on the unique preferences of aged care recipients, indicating that aged care recipients and non-aged care recipients\' preferences for quality of aged care are not interchangeable. The value set developed in this study is specifically tailored for assessing the quality of aged care using the QCE-ACC instrument from the perspective of aged care users in Australia.
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  • 文章类型: Journal Article
    背景:我们旨在调查在新西兰(NZ)初级保健中发现的糖耐量受损(IGT)人群中,2型糖尿病(T2D)的发病与痴呆发病率(IR)之间的关系超过25年。
    方法:使用锥形匹配和界标分析(考虑不朽偏见)来控制已知混杂因素的潜在影响。通过加权Cox模型估计T2D发病与痴呆5年和10年IR之间的关联。
    结果:T2D的发病与痴呆的10年IR显著相关,尤其是在社会经济贫困的人群中,那些非新西兰欧洲种族的人,目前吸烟的人,和代谢指标较高的患者。
    结论:我们的研究结果表明,T2D的发作是IGT患者痴呆的重要危险因素。痴呆症筛查和结构化糖尿病预防在IGT人群中至关重要,特别是那些来自贫困或少数民族背景的人。
    结论:在IGT患者中,痴呆发病率增加与T2D发病有关。发病率因种族而异,社会经济地位,和健康因素。结果强调了糖尿病管理和社会经济因素对痴呆风险的影响。次要分析强调了血管健康在预防痴呆中的关键作用。
    We aimed to investigate the association between the onset of type 2 diabetes (T2D) and dementia incidence rates (IR) in the population with impaired glucose tolerance (IGT) identified in primary care in New Zealand (NZ) over 25 years.
    Tapered matching and landmark analysis (accounting for immortal bias) were used to control for potential effects of known confounders. The association between T2D onset and 5- and 10-year IR of dementia was estimated by weighted Cox models.
    The onset of T2D was significantly associated with the 10-year IR of dementia, especially in the socioeconomically deprived, those of non-NZ European ethnicity, those currently smoking, and patients with higher metabolic measures.
    Our findings suggest that the onset of T2D is a significant risk factor for dementia in individuals with IGT. Dementia screening and structured diabetes prevention are vital in the population with IGT, particularly those from deprived or ethnic minority backgrounds.
    Increased dementia incidence rate links with T2D onset in people with IGT. Significant incidence varied by ethnicity, socioeconomic status, and health factors. Results emphasize the diabetes manage and socioeconomic factors on dementia risk. Secondary analysis highlights the key role of vascular health in dementia prevention.
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  • 文章类型: Journal Article
    背景:关于残疾人(PwD)健康相关生活质量(HRQoL)轨迹模式的研究很少。了解PwDs的HRQoL轨迹模式并调查其与残疾类型和社会经济因素的关系可能对澳大利亚的福利政策具有重要意义。
    方法:我们分析了家庭第11至21波的数据,澳大利亚的收入和劳动动态(HILDA)对15岁以上的PwD受访者进行了调查。分析样本包括3724名自我报告的残疾人和总共34,539个观察结果。SF-6D效用分数是我们的HRQoL度量。基于组的轨迹建模用于识别轨迹组,和多项逻辑回归用于确定与轨迹组成员关系相关的基线因素.
    结果:研究确定了四种不同类型的HRQoL轨迹(高,适度改善,中度恶化和低HRQoL轨迹)。与PwDs的高轨迹组成员(心理社会:6.090,身体:3.524)相比,低组的心理社会残疾类型以及身体残疾类型具有较高的相对风险比(RRR)。类似,结果是中度改善组,尽管RRR较低(社会心理:2.868,身体:1.820)。在中度恶化组中,残疾类型并不显著,因为本组在基线时具有与高组相似的特征.与男性相比,女性在低和中度改善HRQoL轨迹中的RRR较高(低:1.532,中度改善:1.237).比较最富有的阶级和最贫穷的阶级,社会经济因素(收入和教育)预测较富裕阶层对低和中HRQoL轨迹组的暴露显着降低(RRR<1)。
    结论:不同形式的残疾,人口统计学和社会经济因素对残疾人的HRQoL轨迹有不同的影响。通过基于残疾轨迹的有针对性的政府政策干预措施,可以提高医疗保健和经济资源效率。
    BACKGROUND: Research on health-related quality of life (HRQoL) trajectory patterns for people with disabilities (PwD) is scant. Understanding the HRQoL trajectory patterns for PwDs and investigating their relationship with disability types and socioeconomic factors can have important implications for Australia\'s welfare policy.
    METHODS: We analysed data from waves 11 to 21 of the Household, Income and Labour Dynamics in Australia (HILDA) survey of respondents aged 15 + years of the PwDs. The analytic sample consists of 3724 self-reported disabled individuals and 34,539 observations in total. The SF-6D utility score is our HRQoL measure. Group-based trajectory modelling was utilised to identify trajectory groups, and multinomial logistic regression was employed to determine the baseline factors associated with trajectory group membership.
    RESULTS: The study identified four distinct types of HRQoL trajectories (high, moderate improving, moderate deteriorating and low HRQoL trajectories). Psychosocial disability types followed by physical disability types had a high Relative Risk Ratio (RRR) in the low group compared with high trajectory group membership of PwDs (psychosocial: 6.090, physical: 3.524). Similar, results followed for the moderate improving group albeit with lower RRR (psychosocial: 2.868, Physical: 1.820). In the moderate deteriorating group, the disability types were not significant as this group has a similar profile to high group at the baseline. Compared with males, females had a higher RRR in low and moderate versus high improving HRQoL trajectories (low: 1.532, moderate improving: 1.237). Comparing the richest class to the poorest class, socioeconomic factors (income and education) predicted significantly lower exposure for the richer class to the low and medium HRQoL trajectories groups (RRR < 1).
    CONCLUSIONS: Different forms of disability, demographic and socioeconomic factors have distinct effects on the HRQoL trajectories of disabled individuals. Healthcare and economic resource efficiency might be improved with targeted government policy interventions based on disability trajectories.
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