Postal Service

邮政服务
  • 文章类型: Journal Article
    背景:人群邮寄肠癌筛查计划通过预防和早期发现挽救生命;然而,他们的有效性受到低参与率的限制。许多非参与者是“意图者”;也就是说,他们打算筛选,但没有这样做,经常忘记或拖延。这项研究旨在共同设计干预措施,以增加澳大利亚国家肠癌筛查计划的参与者的筛查参与。
    方法:三次半结构化访谈,和一项在线横断面调查,在2021年8月至2022年12月期间进行。首先对完成并返回最新筛查套件(“完成者”)的人进行了访谈,以确定他们使用的计划策略。使用调查数据,我们进行了逻辑回归分析,以分析预测参与者返回最新的肠癌筛查试剂盒的策略.然后,参与者接受了访谈,以探讨他们对这些策略的看法,并与研究人员合作,将这些策略调整为原型干预措施,以促进筛查参与.所有访谈均使用码本主题分析的框架方法进行分析。
    结果:返回工具包的访谈参与者分享了他们有效的计划策略,例如将工具包放在可见的地方或厕所旁,计划在家里完成工具包的时间,使用提醒。与未使用此类策略的调查参与者相比,报告使用此类策略的参与者更有可能完成了筛查套件。参与者开发和认可的原型干预措施包括提供将工具包或贴纸放置在厕所附近的提示,以提醒人们,返回工具包的最后期限,注册提醒的选项,还有一个袋子把样品放在冰箱里.
    结论:这些小说,基于受邀者的需求和经验的消费者主导干预措施为提高人群肠癌筛查的参与度提供了潜在的解决方案.
    BACKGROUND: Population mail-out bowel cancer screening programs save lives through prevention and early detection; however, their effectiveness is constrained by low participation rates. Many non-participants are \"intenders\"; that is, they intend to screen but fail to do so, often forgetting or procrastinating. This study aimed to co-design interventions to increase screening participation among intenders in the Australian National Bowel Cancer Screening Program.
    METHODS: Three semi-structured interviews, and one online cross-sectional survey, were conducted between August 2021 and December 2022. Interviews with people who had completed and returned their latest screening kit (\"completers\") were first conducted to identify the planning strategies they had used. Using survey data, logistic regressions were conducted to analyse strategies predictive of participants having returned their latest bowel cancer screening kit. Then, intenders were interviewed to explore their opinions of these strategies and worked with researchers to adapt these strategies into prototype interventions to facilitate screening participation. All interviews were analysed using the framework approach of codebook thematic analysis.
    RESULTS: Interview participants who returned their kit shared their effective planning strategies, such as putting the kit in a visible place or by the toilet, planning a time at home to complete the kit, and using reminders. Survey participants who reported using such strategies were more likely to have completed their screening kit compared to those who did not. Prototype interventions developed and endorsed by intenders included providing a prompt to place the kit or a sticker near the toilet as a reminder, a deadline for kit return, the option to sign up for reminders, and a bag to store the sample in the fridge.
    CONCLUSIONS: These novel, consumer-led interventions that are built upon the needs and experience of screening invitees provide potential solutions to improve participation in population bowel cancer screening.
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  • 文章类型: Journal Article
    背景:性传播感染(STIs)在许多国家是一个严重的公共卫生问题。在线邮政自采样(OPSS)越来越多地用于测试性传播感染,COVID-19大流行加速了这一趋势。对于服务用户如何体验OPSS以及是什么导致他们通过基于诊所的服务来访问它的理解仍然有限,反之亦然。这项研究旨在解决这些差距,通过在ASSIST研究中进行大规模的定性研究,混合方法,对OPSS的现实主义评价。
    方法:参与者是通过诊所和在线性健康服务在英格兰的三个案例研究领域招募的。目的抽样被用来过度代表受性健康状况不佳影响的人群:年轻人;有色人种;男男性行为者;以及跨性别和非二元人群。使用Levesque的医疗保健访问概念框架对半结构化访谈进行了分析。
    结果:我们采访了100个服务用户。参与者通常从性健康服务中了解OPSS,互联网或口碑。OPSS的可接受性是由它提供的隐私感知到基于诊所的服务,一些参与者感到尴尬。OPSS还使参与者能够克服到达诊所服务的障碍,例如缺乏预约可用性,尽管在某些地区难以获得OPSS套件破坏了这一点。由于我们案例研究区域中的所有服务都可以免费使用,可负担性并没有显著影响准入,尽管OPSS使一些参与者避免了与前往诊所服务相关的费用。参与者通常能够参与OPSS,发现它易于使用和可靠,尽管自我采血对大多数人来说是具有挑战性的。参与者重视性传播感染检测以外的诊所服务提供的支持,包括获得避孕药具或向工作人员提问的机会,当他们特别关注自己的性健康时,觉得这样更合适,如STI症状。
    结论:我们的发现是探索OPSS并为提供者提供有价值的见解的最大的定性研究之一。OPSS可以通过多种方式访问STI测试,包括在许多情况下促进访问,但用户也希望保留对诊所服务的访问,特别是当他们认为他们需要超越STI测试的支持。
    BACKGROUND: Sexually transmitted infections (STIs) are a serious public health issue in many countries. Online postal self-sampling (OPSS) is increasingly used to test for STIs, a trend accelerated by the COVID-19 pandemic. There remains limited understanding of how service users experience OPSS and what leads them to access it over clinic-based services, or vice versa. This research seeks to address these gaps, by undertaking a large qualitative study which sits within the ASSIST study, a mixed-methods, realist evaluation of OPSS.
    METHODS: Participants were recruited via clinic-based and online sexual health services in three case study areas in England. Purposive sampling was used to over-represent populations disproportionately affected by poor sexual health: young people; people of colour; men who have sex with men; and trans and non-binary people. Semi-structured interviews were analysed using Levesque\'s conceptual framework of access to healthcare.
    RESULTS: We interviewed 100 service users. Participants typically became aware of OPSS from sexual health services, the internet or word of mouth. Acceptability of OPSS was facilitated by the perceived privacy it offered over clinic-based services, which some participants found embarrassing to access. OPSS also enabled participants to overcome barriers to reaching clinic-based services, such as a lack of appointment availability, although difficulty obtaining OPSS kits in some areas undermined this. As all services in our case study areas were free to use, affordability did not significantly shape access, although OPSS enabled some participants to avoid costs associated with travelling to clinic-based services. Participants were usually able to engage with OPSS, finding it easy to use and reliable, although blood self-sampling was challenging for most. Participants valued the support offered by clinic-based services beyond STI testing, including the opportunity to access contraception or ask staff questions, and felt this was more appropriate when they had specific concerns about their sexual health, such as STI symptoms.
    CONCLUSIONS: Our findings constitute one of the largest qualitative studies to have explored OPSS and offer valuable insights to providers. OPSS shapes access to STI testing in a number of ways, including facilitating access in many circumstances, but users also want to retain access to clinic-based services, particularly for when they believe they need support beyond STI testing.
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  • 文章类型: Journal Article
    背景:低应答率(RR)会影响医院对患者体验调查和基于价值的购买资格的数据收集成本。大多数医院使用单一模式方法,即使序贯混合模式(MM)产生更高的RR和可能更好的患者代表性。一些医院可能不愿意承担MM的潜在额外成本和复杂性,而不知道会增加多少RR。
    目的:本研究的目的是估计MM和单模式方法之间RR和患者表现的差异,并确定与单模式方案MM最大RR差异相关的医院特征(仅邮件,仅限电话)。
    方法:患者在医院内随机分为3种模式之一(仅邮寄,只有电话,MM)。
    方法:来自美国51家全国代表性医院的17,415名患者参与了一项随机HCAHPS模式实验。
    结果:仅邮件RR在18-24岁年龄段最低(7%),在65岁以上年龄段最高(31%-35%)。18-24岁的纯电话RR为24%,到55岁以上时增加到37%-40%。18-24岁的MMRR为28%,到65-84岁增加到50%-60%。较低的医院级别的仅邮件RR强烈预测了MM的更大收益。例如,仅邮件RR为15%的医院的MMRR预测>40%(电话随访中>25%)。
    结论:在所有模式实验医院中,MM增加了难以到达(尤其是年轻成人)患者和医院RR的代表,尤其是在只有邮件的Rs较低的医院。
    BACKGROUND: Low response rates (RRs) can affect hospitals\' data collection costs for patient experience surveys and value-based purchasing eligibility. Most hospitals use single-mode approaches, even though sequential mixed mode (MM) yields higher RRs and perhaps better patient representativeness. Some hospitals may be reluctant to incur MM\'s potential additional cost and complexity without knowing how much RRs would increase.
    OBJECTIVE: The aim of this study was to estimate the differences in RR and patient representation between MM and single-mode approaches and to identify hospital characteristics associated with the largest RR differences from MM of single-mode protocols (mail-only, phone-only).
    METHODS: Patients were randomized within hospitals to one of 3 modes (mail-only, phone-only, MM).
    METHODS: A total of 17,415 patients from the 51 nationally representative US hospitals participating in a randomized HCAHPS mode experiment.
    RESULTS: Mail-only RRs were lowest for ages 18-24 (7%) and highest for ages 65+ (31%-35%). Phone-only RRs were 24% for ages 18-24, increasing to 37%-40% by ages 55+. MM RRs were 28% for ages 18-24, increasing to 50%-60% by ages 65-84. Lower hospital-level mail-only RRs strongly predicted greater gains from MM. For example, a hospital with a 15% mail-only RR has a predicted MM RR >40% (with >25% occurring in telephone follow-up).
    CONCLUSIONS: MM increased representation of hard-to-reach (especially young adult) patients and hospital RRs in all mode experiment hospitals, especially in hospitals with low mail-only RRs.
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  • 文章类型: Journal Article
    根据这项研究。
    According to this study.
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  • 文章类型: Journal Article
    背景:临床试验和大规模研究的招募具有挑战性,特别是对于慢性疼痛等复杂疾病的患者。电子邮件招聘有可能提高效率,为了降低成本,并改善代表性不足的患者人群的获取。这项研究的目的是检查有效性,效率,以及“学习将正念应用于疼痛”(LAMP)研究的电子邮件与邮政邮件招募的公平性,一项基于正念的慢性疼痛干预措施的三中心临床试验。
    方法:使用VA电子健康记录(EHR)从美国退伍军人事务部(VA)的三个机构招募诊断为慢性疼痛的患者。招聘材料使用邮政邮件(n=7986)或电子邮件(n=19,333)发送。电子邮件招募组的患者在收到任何电子邮件之前也会邮寄介绍性明信片。邮寄地址和电子邮件地址从EHR获得。通过登录安全LAMP研究网站的患者的反应率来衡量有效性。效率是通过从发送招募材料到患者登录LAMP门户的天数以及每种招募方法的估计成本来衡量的。要评估公平性,我们研究了电子邮件招聘对代表性不足的人群是否效果较差,基于EHR的人口统计信息。
    结果:电子邮件与邮政邮件招聘相比,有效性-未调整的回复率更高(18.9%对6.3%),根据控制年龄的多变量分析,电子邮件招募的调整后反应率高出三倍以上(RR=3.5,95%CI3.1-3.8),性别,种族,种族,rurality,和网站。效率电子邮件招聘的平均响应时间(1天比8天)明显更低,成本也更低。公平电子邮件招募导致所有亚群的响应率更高,包括年纪较大的,非白色,西班牙裔,农村,女退伍军人
    结论:电子邮件招聘是一种有效的,高效,以及大规模招募VA患者的公平方式,慢性疼痛临床试验。
    背景:临床试验登记号:NCT04526158。患者登记于2020年12月4日开始。
    BACKGROUND: Recruitment for clinical trials and large-scale studies is challenging, especially for patients with complex conditions like chronic pain. Email recruitment has the potential to increase efficiency, to reduce costs, and to improve access for underrepresented patient populations. The objective of this study was to examine the effectiveness, efficiency, and equitability of email versus postal mail recruitment for the Learning to Apply Mindfulness to Pain (LAMP) study, a three-site clinical trial of mindfulness-based interventions for chronic pain.
    METHODS: Patients with chronic pain diagnoses were recruited from three United States Department of Veterans Affairs (VA) facilities using the VA electronic health record (EHR). Recruitment materials were sent using either postal mail (n = 7986) or email (n = 19,333). Patients in the email recruitment group were also mailed introductory postcards before any emails. Mailing addresses and email addresses were obtained from the EHR. Effectiveness was measured by the response rate of patients who logged into the secure LAMP study website. Efficiency was measured by the number of days from when the recruitment materials were sent to when patients logged into the LAMP portal as well as the estimated costs of each recruitment approach. To assess equitability, we examined whether email recruitment was less effective for underrepresented populations, based on demographic information from the EHR.
    RESULTS: Effectiveness-unadjusted response rates were greater for email versus postal-mail recruitment (18.9% versus 6.3%), and adjusted response rates were over three times greater for email recruitment (RR = 3.5, 95% CI 3.1-3.8) based on a multivariable analysis controlling for age, gender, race, ethnicity, rurality, and site. Efficiency-email recruitment had a significantly lower mean response time (1 day versus 8 days) and a lower cost. Equity-email recruitment led to higher response rates for all subpopulations, including older, non-White, Hispanic, rural, and female Veterans.
    CONCLUSIONS: Email recruitment is an effective, efficient, and equitable way to recruit VA patients to large-scale, chronic pain clinical trials.
    BACKGROUND: Clinical Trial Registration Number: NCT04526158. Patient enrollment began on December 4, 2020.
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  • 文章类型: Journal Article
    背景:这项定性研究旨在评估临床医生和临床工作人员对邮购药房分配药物流产的看法。
    方法:作为前瞻性队列研究的一部分,参与者包括参与在7个州的11个诊所实施药物流产邮购配药模式的临床医生和工作人员。始于2020年1月(在FDA取消了米非司酮的当面配药要求之前)。从2021年6月到2022年7月,我们邀请了参与诊所的参与者,包括六个初级保健和五个堕胎诊所,完成关于他们经历的半结构化视频采访。然后,我们对访谈数据进行了定性主题分析,总结与感知到的好处和对邮购模式的关注相关的主题,感知到的患者兴趣,以及大规模实施的潜在障碍。
    结果:我们总共对临床医生(13名医生和一名执业护士)和诊所工作人员(n=10)进行了24次访谈。与会者强调了邮购模式的感知好处,包括将堕胎服务扩展到初级保健的潜力,增加患者的自主权和隐私,并使堕胎服务正常化。他们还强调了关键的后勤,临床,以及对邮购模式的可行性担忧,以及将堕胎纳入初级保健的具体挑战。
    结论:初级保健和流产诊所的临床医生和诊所工作人员乐观地认为,邮购药物流产分配可以提高一些提供者提供流产的能力,并使更多的患者获得服务。根据最高法院多布斯的裁决,邮购药房分配药物流产的可行性有待确定。
    背景:注册表:Clinicaltrials.gov.
    背景:NCT03913104。注册日期:2019年4月3日首次提交,2019年4月12日首次发布。
    BACKGROUND: This qualitative study aims to assess perspectives of clinicians and clinic staff on mail-order pharmacy dispensing for medication abortion.
    METHODS: Participants included clinicians and staff involved in implementing a mail-order dispensing model for medication abortion at eleven clinics in seven states as part of a prospective cohort study, which began in January 2020 (before the FDA removed the in-person dispensing requirement for mifepristone). From June 2021 to July 2022, we invited participants at the participating clinics, including six primary care and five abortion clinics, to complete a semi-structured video interview about their experiences. We then conducted qualitative thematic analysis of interview data, summarizing themes related to perceived benefits and concerns about the mail-order model, perceived patient interest, and potential barriers to larger-scale implementation.
    RESULTS: We conducted 24 interviews in total with clinicians (13 physicians and one nurse practitioner) and clinic staff (n = 10). Participants highlighted perceived benefits of the mail-order model, including its potential to expand abortion services into primary care, increase patient autonomy and privacy, and to normalize abortion services. They also highlighted key logistical, clinical, and feasibility concerns about the mail-order model, and specific challenges related to integrating abortion into primary care.
    CONCLUSIONS: Clinicians and clinic staff working in primary care and abortion clinics were optimistic that mail-order dispensing of medication abortion can improve the ability of some providers to provide abortion and enable more patients to access services. The feasibility of mail-order pharmacy dispensing of medication abortion following the Supreme Court Dobbs decision is to be determined.
    BACKGROUND: Registry: Clinicaltrials.gov.
    BACKGROUND: NCT03913104. Date of registration: first submitted on April 3, 2019 and first posted on April 12, 2019.
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  • 文章类型: Journal Article
    背景:使用药物(PWUD)的人感染HIV的风险增加。艾滋病毒自我检测(HIVST)是一种有前途的方法,用于识别新的感染,但最佳分配策略仍未得到充分研究。
    方法:通过HIVST分配策略(同行与邮件),我们检查了2022年7月至2023年6月从非营利组织领导的真实世界HIVST计划收集的数据,佛罗里达减害集体。我们使用具有稳健误差方差的描述性统计和泊松回归来比较那些通过同龄人或通过社会人口统计学的邮件收到HIVST的人,结束艾滋病毒流行(EHE)县指定,和艾滋病毒检测经验。
    结果:在728名参与者中,78%的人从同行那里获得了HIVST,47%被确认为顺性女性,48%是异性恋,45%为非白人;66%居住在EHE县,55%没有艾滋病毒检测经验。与那些接受同龄人艾滋病毒自检的人相比,那些通过邮件接受测试的人不太可能是顺性男性(与顺性女性;患病率[PR]=0.59,95%置信区间[CI]:0.43,0.81),非西班牙裔黑人(vs.非西班牙裔白人;PR=0.57,95%CI:0.36,0.89)或来自EHE县(与非EHE县;PR=0.33,95%CI:0.25,0.44)。那些通过邮件接受测试的人也更有可能将自己的性取向识别为“其他/未公开”(与直/异性恋;PR=2.00,95%CI:1.51,2.66)。
    结论:我们的研究结果支持基于社区的HIVST分布策略在增加PWUD中HIV检测覆盖率方面的作用。更多的研究可能有助于为HIVST的公平覆盖提供信息。
    People who use drugs (PWUD) are at increased risk for HIV infection. HIV self-testing (HIVST) is a promising method for identifying new infections, but optimal distribution strategies remain understudied.
    To characterize PWUD by HIVST distribution strategy (peers vs. mail), we examined data from July 2022 to June 2023 collected from a real-world HIVST program led by the non-profit, Florida Harm Reduction Collective. We used descriptive statistics and Poisson regressions with robust error variance to compare those who received HIVST through peers or via mail by socio-demographics, Ending the HIV Epidemic (EHE) county designation, and HIV testing experience.
    Among 728 participants, 78% received HIVST from peers, 47% identified as cisgender female, 48% as heterosexual, and 45% as non-White; 66% resided in an EHE county, and 55% had no HIV testing experience. Compared to those who received an HIV self-test from peers, those who received tests via mail were less likely to be cisgender male (vs. cisgender female; prevalence ratio [PR] = 0.59, 95% confidence interval [CI]: 0.43, 0.81), non-Hispanic Black (vs. non-Hispanic White; PR = 0.57, 95% CI: 0.36, 0.89) or from EHE counties (vs. non-EHE counties; PR = 0.33, 95% CI: 0.25, 0.44). Those who received tests via mail were also more likely to identify their sexual orientation as \"Other/Undisclosed\" (vs. straight/heterosexual; PR = 2.00, 95% CI: 1.51, 2.66).
    Our findings support the role of community-based HIVST distribution strategies in increasing HIV testing coverage among PWUD. Additional research could help inform the equitable reach of HIVST.
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  • 文章类型: Multicenter Study
    暂无摘要。
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  • 文章类型: Journal Article
    目的:评估向家庭医生提供抗生素处方反馈与同行相比是否能减少抗生素处方。还从病例组合调整后的反馈报告和强调抗生素相关危害的信息中确定对抗生素处方的影响。
    方法:务实,阶乘随机对照试验。
    方法:安大略省的初级保健医生,加拿大参与者:如果所有初级保健医生符合条件,他们将被随机分配一组,并积极为65岁或以上的患者开抗生素。如果医生已经自愿接受另一个机构的抗生素处方反馈,则被排除在外。或者选择退出审判.
    方法:2022年1月向医生邮寄了一封信,与未收到信件的对照组相比,同行比较抗生素处方反馈(4:1分配)。干预组在2x2阶乘试验中进一步随机分组,以评估病例组合调整后与未调整后的比较,和强调,或者不是,抗生素的危害。
    方法:在干预后6个月,65岁或以上的患者每1000名患者就诊的抗生素处方率。使用泊松回归对改良的意向治疗人群进行分析。
    结果:纳入并分析了5046名医生:对照组1005名,干预组4041名(1016个病例组合调整数据和危害信息,1006,具有大小写混合调整后的数据,没有危害消息传递,1006未调整的数据和危害消息传递,和1013个未调整的数据,没有危害消息传递)。六个月的时候,对照组和干预组的平均抗生素处方率分别为59.4(标准差42.0)和56.0(39.2)(相对率0.95(95%置信区间0.94~0.96).不必要的抗生素处方(0.89(0.86至0.92)),长期处方定义为超过7天(0.85(0.83至0.87)),与对照组相比,干预组的广谱处方(0.94(0.92至0.95))也显着降低。结果在干预后12个月是一致的。没有看到显着效果,包括强调危害信息。注意到抗生素处方与病例混合调整报告的小幅增加(1.01(1.00至1.03))。
    结论:同行比较审核和反馈信显著减少了总体抗生素处方,没有病例组合调整或损害信息传递的益处。抗生素处方审核和反馈是一种可扩展且有效的干预措施,应成为初级保健中的常规质量改进举措。
    背景:ClinicalTrials.govNCT04594200。
    To evaluate whether providing family physicians with feedback on their antibiotic prescribing compared with that of their peers reduces antibiotic prescriptions. To also identify effects on antibiotic prescribing from case-mix adjusted feedback reports and messages emphasising antibiotic associated harms.
    Pragmatic, factorial randomised controlled trial.
    Primary care physicians in Ontario, Canada PARTICIPANTS: All primary care physicians were randomly assigned a group if they were eligible and actively prescribing antibiotics to patients 65 years or older. Physicians were excluded if had already volunteered to receive antibiotic prescribing feedback from another agency, or had opted out of the trial.
    A letter was mailed in January 2022 to physicians with peer comparison antibiotic prescribing feedback compared with the control group who did not receive a letter (4:1 allocation). The intervention group was further randomised in a 2x2 factorial trial to evaluate case-mix adjusted versus unadjusted comparators, and emphasis, or not, on harms of antibiotics.
    Antibiotic prescribing rate per 1000 patient visits for patients 65 years or older six months after intervention. Analysis was in the modified intention-to-treat population using Poisson regression.
    5046 physicians were included and analysed: 1005 in control group and 4041 in intervention group (1016 case-mix adjusted data and harms messaging, 1006 with case-mix adjusted data and no harms messaging, 1006 unadjusted data and harms messaging, and 1013 unadjusted data and no harms messaging). At six months, mean antibiotic prescribing rate was 59.4 (standard deviation 42.0) in the control group and 56.0 (39.2) in the intervention group (relative rate 0.95 (95% confidence interval 0.94 to 0.96). Unnecessary antibiotic prescribing (0.89 (0.86 to 0.92)), prolonged duration prescriptions defined as more than seven days (0.85 (0.83 to 0.87)), and broad spectrum prescribing (0.94 (0.92 to 0.95)) were also significantly lower in the intervention group compared with the control group. Results were consistent at 12 months post intervention. No significant effect was seen for including emphasis on harms messaging. A small increase in antibiotic prescribing with case-mix adjusted reports was noted (1.01 (1.00 to 1.03)).
    Peer comparison audit and feedback letters significantly reduced overall antibiotic prescribing with no benefit of case-mix adjustment or harms messaging. Antibiotic prescribing audit and feedback is a scalable and effective intervention and should be a routine quality improvement initiative in primary care.
    ClinicalTrials.gov NCT04594200.
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  • 文章类型: Journal Article
    背景:白内障等待名单在全球范围内增长。务实,需要具有成本效益的方法来优先考虑最紧急的情况。在这里,我们研究了使用第三方笔和纸对比敏感度的可行性,CS,test(SpotChecksTM),通过邮件传递,由病人在家中无人监督的情况下进行,需要手术的眼睛。
    方法:将纸笔CS测试邮寄给233名等待白内障评估的人,以及预付退货信封(横断面研究)。反应率列表(按年龄分层,性别和社会经济地位),并分析测试分数,以了解家庭测试对随后列出哪些眼睛进行手术的预测程度。一部分患者(N=39)也接受了现场随访测试,以确认家庭数据的准确性。
    结果:46%的患者有反应(216只眼)。受访者和非受访者之间没有观察到明显差异,无论是在年龄方面,性别,社会经济地位,或地理位置(均P>0.05)。家庭测试的CS分数预测了哪些眼睛随后被列出进行手术,AUROC{±CI95%}为0.69{0.61-0.76}。当机器学习用于将CS分数与字母敏锐度相结合时,预测性能得到了进一步改善,从患者病历中提取(AUROC{±CI95%}=0.77{0.70-0.83})。在39名接受随访测试的患者中,家庭CS评分与临床上的各种测量指标相关:生物测定信噪比(P=0.032),LogMAR敏锐度,Pelli-RobsonCS和SpotChecksCS(均P<0.001)。
    结论:邮寄患者的纸笔CS测试可能是可行的,在白内障等待名单上优先考虑患者的“低技术”方式。
    BACKGROUND: Cataract waiting lists are growing globally. Pragmatic, cost-effective methods are required to prioritise the most urgent cases. Here we investigate the feasibility of using a third-party pen-and-paper contrast sensitivity, CS, test (SpotChecksTM), delivered by mail, and performed by patients at home unsupervised, to flag eyes requiring surgery.
    METHODS: Pen-and-paper CS tests were mailed to 233 people waiting for a cataract assessment, along with a prepaid return envelope (cross-sectional study). Response rates were tabulated (stratified by age, sex and socioeconomic status), and test scores analysed to see how well the home tests predicted which eyes were listed subsequently for surgery. A subset of patients (N = 39) also underwent in-person follow-up testing, to confirm the accuracy of the home data.
    RESULTS: Forty-six percent of patients responded (216 eyes). No gross differences were observed between respondents and non-respondents, either in terms of age, sex, socioeconomic status, or geographic location (all P > 0.05). The home-test CS scores predicted which eyes were subsequently listed for surgery, with an AUROC {±CI95%} of 0.69 {0.61-0.76}. Predictive performance was further-improved when machine learning was used to combine CS scores with letter acuity, extracted from patients\' medical records (AUROC {±CI95%} = 0.77 {0.70-0.83}). Among 39 patients who underwent follow-up testing, home CS scores were correlated with various measures made in clinic: biometry signal-to-noise (P = 0.032), LogMAR acuity, Pelli-Robson CS and SpotChecks CS (all P < 0.001).
    CONCLUSIONS: Mailing patients pen-and-paper CS tests may be a feasible, \'low-tech\' way of prioritising patients on cataract waiting lists.
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