Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD, 4059, Australia.
Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore.
Patient. 2024 Nov;17(6):645-662. doi: 10.1007/s40271-024-00717-3. Epub 2024 Aug 29.
Identifying and addressing neurodevelopmental delays in children can be challenging for families and the healthcare system. Delays in accessing services and early interventions are common. The design and delivery of these services, and associated outcomes for children, may be improved if service provision aligns with families' needs and preferences for receiving care. The aim of this study is to identify families' preferences for neurodevelopmental follow-up care for children using an established methodology.
We used a discrete choice experiment (DCE) to elicit families' preferences. We collected data from families and caregivers of children with neurodevelopmental needs. The DCE process included four stages. In stage 1, we identified attributes and levels to be included in the DCE using literature review, interviews, and expert advice. The finalised attributes were location, mode of follow-up, out-of-pocket cost per visit, mental health counselling for parents, receiving educational information, managing appointments, and waiting time. In stage 2, we generated choice tasks that contained two alternatives and a 'neither' option for respondents to choose from, using a Bayesian d-efficient design. These choice tasks were compiled in a survey that also included demographic questions. We conducted pre- and pilot tests to ensure the functionality of the survey and obtain priors. In stage 3, the DCE survey was administered online. We received 301 responses. In stage 4, the analysis was conducted using a latent class model. Additionally, we estimated the relative importance of attributes and performed a scenario analysis.
Two latent classes were observed. More families with full-time employees, higher incomes, postgraduate degrees, and those living in metropolitan areas were in class 1 compared with class 2. Class 1 families preferred accessing local public health clinics, face-to-face follow-up, paying AUD100 to AUD500, mental health support, group educational activities, health service-initiated appointments, and waiting < 3 months. Class 2 families disliked city hospitals when compared with private, preferred paying AUD100 or no cost, and had similar preferences regarding mental health support and wait times as class 1. However, no significant differences were noted in follow-up modality, receiving educational information, and appointment management. The relative importance estimation suggested that location was most important for class 1 (28%), whereas for class 2, cost accounted for nearly half of the importance when selecting an alternative. The expected uptake of follow-up care, estimated under three different hypothetical scenarios, may increase by approximately 24% for class 2 if an 'ideal' scenario taking into account preferences was implemented.
This study offers insights into aspects that may be prioritised by health services and policymakers to improve the design and delivery of neurodevelopmental follow-up care for children. The findings may enhance the organisation and functioning of existing care programmes; and therefore, improve the long-term outcomes of children with neurodevelopmental needs and their families.
识别和解决儿童的神经发育迟缓对家庭和医疗系统来说可能具有挑战性。常见的情况是,服务的获取和早期干预会延迟。如果服务的提供符合家庭的需求和接受护理的偏好,那么这些服务的设计和提供以及儿童的相关结果可能会得到改善。本研究旨在使用既定方法确定家庭对儿童神经发育随访护理的偏好。
我们使用离散选择实验(DCE)来引出家庭的偏好。我们从有神经发育需求的儿童的家庭和照顾者那里收集数据。DCE 过程包括四个阶段。在第 1 阶段,我们使用文献回顾、访谈和专家建议来确定要包含在 DCE 中的属性和水平。最终确定的属性是位置、随访模式、每次就诊的自付费用、父母的心理健康咨询、接受教育信息、管理预约和等待时间。在第 2 阶段,我们使用贝叶斯 d 有效设计生成包含两个替代方案和“既不”选项的选择任务供受访者选择。这些选择任务被编译在一份调查中,该调查还包括人口统计问题。我们进行了预测试和试点测试,以确保调查的功能和获得先验。在第 3 阶段,DCE 调查在网上进行。我们收到了 301 条回复。在第 4 阶段,使用潜在类别模型进行分析。此外,我们还估计了属性的相对重要性并进行了情景分析。
观察到两个潜在类别。与第 2 类相比,有更多的全职员工、较高收入、研究生学历和居住在大都市区的家庭属于第 1 类。第 1 类家庭更喜欢在当地公共卫生诊所就诊,选择面对面的随访,支付 100 至 500 澳元,获得心理健康支持、小组教育活动、卫生服务发起的预约,并等待 <3 个月。与私立医院相比,第 2 类家庭不喜欢城市医院,更喜欢支付 100 澳元或不支付费用,并且在心理健康支持和等待时间方面与第 1 类有类似的偏好。然而,在随访方式、接受教育信息和预约管理方面没有发现显著差异。相对重要性估计表明,位置对第 1 类(28%)最重要,而对于第 2 类,成本在选择替代方案时占近一半的重要性。在三种不同的假设情景下估计的预期随访护理参与率可能会增加约 24%,如果实施考虑到偏好的“理想”情景。
本研究为卫生服务提供者和决策者提供了一些方面的见解,这些方面可能需要优先考虑,以改善儿童神经发育随访护理的设计和提供。研究结果可能会增强现有护理计划的组织和运作,从而改善神经发育需求儿童及其家庭的长期结果。