longitudinal design

纵向设计
  • 文章类型: Journal Article
    COVID-19大流行对人们的人际关系和心理健康产生了持久的影响。利用中国的四波数据(N=222,女性占54.50%,法师=31.53,SD=8.17),本研究通过大流行中期感知的社会支持和/或感恩,调查了大流行前关系满意度是否与大流行后COVID-19焦虑相关.结果表明,人群的COVID-19焦虑从流行的高峰到低谷阶段下降;感知的社会支持从流行到高峰显著增加,随后保持稳定。而关系满意度始终保持不变。Further,这是中期大流行感知的社会支持,不是感恩,这介导了流行前关系满意度和流行后COVID-19焦虑之间的关系,这表明感知的社会支持在这一过程中发挥了至关重要的作用。最后,建议将感知的社会支持与感恩区分为社会互动的两个不同组成部分。
    The COVID-19 pandemic has had lasting impacts on people\'s interpersonal relationship and mental health. Using four-wave data in China (N = 222, 54.50% female, Mage = 31.53, SD = 8.17), the current study examined whether prepandemic relationship satisfaction was related to postpandemic COVID-19 anxiety through midpandemic perceived social support and/or gratitude. The results showed that people\'s COVID-19 anxiety decreased from the peak to the trough stage of the pandemic; perceived social support increased markedly from prepandemic to the peak and remained stable subsequently, while relationship satisfaction remained unchanged throughout. Further, it was midpandemic perceived social support, not gratitude, that mediated the association between prepandemic relationship satisfaction and postpandemic COVID-19 anxiety, indicating that perceived social support played a crucial role in this process. Finally, it is suggested that perceived social support should be distinguished from gratitude as two different components of social interactions.
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  • 文章类型: Journal Article
    晚年抑郁症的特点是残疾,认知障碍和衰退,缓解后复发的风险很高。除了过去的精神病史,影响复发风险的预后神经生物学和临床因素尚不清楚.此外,目前尚不清楚认知障碍是否容易复发,或者反复发作是否会加速大脑老化和认知能力下降。REMBRANDT研究的目的(复发标记,认知负担,和晚年抑郁症中的神经生物学稳态)是为了更好地阐明这些关系并确定表型,认知,环境,和神经生物学因素有助于和预测抑郁症复发。
    跨三个站点,REMBRANDT将招募300名抑郁症患者,他们将接受抗抑郁治疗。目标是将210名缓解抑郁症的参与者和75名没有心理健康史的参与者纳入为期两年的纵向阶段,重点关注抑郁症的复发。参与者每2个月进行一次评估,每8个月进行一次更深入的评估,包括结构和功能神经成像,环境压力评估,深层症状表型,和两周的“爆发”生态瞬时评估,以阐明症状和认知表现的变异性。在纵向研究的开始和结束时完成了广泛的神经心理学测试。
    REMBRANDT将提高我们对缓解期间持续的神经回路和认知改变如何导致抑郁症复发脆弱性的理解。它还将阐明这些过程如何导致认知障碍和衰退。该项目将获得深入的表型数据,这些数据将有助于识别脆弱性和弹性因素,从而有助于对个人临床风险进行分层。
    UNASSIGNED: Late-life depression is characterized by disability, cognitive impairment and decline, and a high risk of recurrence following remission. Aside from past psychiatric history, prognostic neurobiological and clinical factors influencing recurrence risk are unclear. Moreover, it is unclear if cognitive impairment predisposes to recurrence, or whether recurrent episodes may accelerate brain aging and cognitive decline. The purpose of the REMBRANDT study (Recurrence markers, cognitive burden, and neurobiological homeostasis in late-life depression) is to better elucidate these relationships and identify phenotypic, cognitive, environmental, and neurobiological factors contributing to and predictive of depression recurrence.
    UNASSIGNED: Across three sites, REMBRANDT will enroll 300 depressed elders who will receive antidepressant treatment. The goal is to enroll 210 remitted depressed participants and 75 participants with no mental health history into a two-year longitudinal phase focusing on depression recurrence. Participants are evaluated every 2 months with deeper assessments occurring every 8 months, including structural and functional neuroimaging, environmental stress assessments, deep symptom phenotyping, and two weeks of \'burst\' ecological momentary assessments to elucidate variability in symptoms and cognitive performance. A broad neuropsychological test battery is completed at the beginning and end of the longitudinal study.
    UNASSIGNED: REMBRANDT will improve our understanding of how alterations in neural circuits and cognition that persist during remission contribute to depression recurrence vulnerability. It will also elucidate how these processes may contribute to cognitive impairment and decline. This project will obtain deep phenotypic data that will help identify vulnerability and resilience factors that can help stratify individual clinical risk.
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  • 文章类型: Journal Article
    空气污染增加了死亡率和发病率的风险。然而,关于早期空气污染暴露与健康之间的长期关联的证据有限,以及潜在的途径。这项研究利用苏格兰纵向研究出生队列1936年的数据,探索了3岁时的细颗粒(PM2.5)暴露与55、65和75岁时的长期疾病(LLTI)之间的关系,这是一项具有代表性的行政队列研究。我们发现,在2085名参与者中,早年PM2.5暴露与成年中后期LLTI的几率更高(OR=1.10,95%CI:每10μgm-3增加1.06,1.14)。在弱势家庭长大的人之间有更强的联系。路径分析表明,在65岁时(n=1406),早期PM2.5浓度与LLTI之间的关联有15-21%是通过儿童认知能力介导的。教育资格,成人社会地位。未来的研究应该利用相关的行政和健康数据,并探索整个生命过程中环境与特定健康状况之间的因果机制。
    Air pollution increases the risk of mortality and morbidity. However, limited evidence exists on the very long-term associations between early life air pollution exposure and health, as well as on potential pathways. This study explored the relationship between fine particle (PM2.5) exposure at age 3 and limiting long-term illness (LLTI) at ages 55, 65 and 75 using data from the Scottish Longitudinal Study Birth Cohort 1936, a representative administrative cohort study. We found that early life PM2.5 exposure was associated with higher odds of LLTI in mid-to-late adulthood (OR = 1.10, 95% CI: 1.06, 1.14 per 10 μg m-3 increment) among the 2085 participants, with stronger associations among those growing up in disadvantaged families. Path analyses suggested that 15-21% of the association between early life PM2.5 concentrations and LLTI at age 65 (n = 1406) was mediated through childhood cognitive ability, educational qualifications, and adult social position. Future research should capitalise on linked administrative and health data, and explore causal mechanisms between environment and specific health conditions across the life course.
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  • 文章类型: Journal Article
    背景:跌倒是≤1岁儿童中最常见的住院损伤机制,目前,没有针对性的预防干预措施。预防这个年龄的儿童跌倒需要改变他们的照顾者的行为,理论上知情的数字行为改变干预(DBCI)可能为实现有效干预提供独特的机制。然而,用户接受度和DBCI实现所需行为更改的能力对其成功的可能性至关重要。
    目的:本研究旨在评估以用户为中心的用户体验方法开发的基于行为理论的数字干预,这种干预措施预防婴儿跌倒的可能性,以及它对支撑幼儿跌倒风险的行为驱动因素的影响。
    方法:招募<1岁婴儿的父母,并要求他们使用3个月的干预措施。使用pre-post纵向设计来检查在3个月暴露于干预后降低跌倒风险的潜力的变化。预防跌倒的行为驱动因素的干预后数据,用户可接受性,和应用程序的参与也被收集。进行了访谈,以探索用户体验并确定进一步改进干预措施的领域。
    结果:共有62名父母参与了这项研究。干预后观察到对减少跌倒潜力的统计学显着影响。对于新父母来说,这种影响更大。父母一致认为,干预措施针对的是大多数目标行为驱动因素。行为驱动因素和干预措施对跌倒预防潜力的影响呈正相关。干预措施表现出良好的可接受性。参与者的反馈大多是积极的,确定进一步改进的主要领域是扩大干预范围。
    结论:这项研究证明了新开发的数字干预措施的前景,可以降低婴儿跌倒的风险。尤其是新父母。它还显示了DBCI对父母行为的驱动因素的积极影响,这对于减少婴儿跌倒很重要。该应用程序的可接受性很高,并从用户那里获得了有关如何进一步改进应用程序的重要见解。
    BACKGROUND: Falls are the most common hospitalized injury mechanism in children aged ≤1 years, and currently, there are no targeted prevention interventions. The prevention of falls in children of this age requires changes in the behavior of their caregivers, and theoretically informed digital behavior change interventions (DBCIs) may provide a unique mechanism for achieving effective intervention. However, user acceptance and the ability of DBCIs to effect the required changes in behavior are critical to their likelihood of success.
    OBJECTIVE: This study aims to evaluate a behavior theory-informed digital intervention developed following a user-centered approach for user experience, the potential for this intervention to prevent infant falls, and its impact on behavioral drivers underpinning fall risk in young children.
    METHODS: Parents of infants aged <1 year were recruited and asked to use the intervention for 3 months. A pre-post longitudinal design was used to examine the change in the potential to reduce the risk of falls after a 3-month exposure to the intervention. Postintervention data on behavioral drivers for fall prevention, user acceptability, and engagement with the app were also collected. Interviews were conducted to explore user experiences and identify areas for further improvement of the intervention.
    RESULTS: A total of 62 parents participated in the study. A statistically significant effect on the potential to reduce falls was observed after the intervention. This effect was higher for new parents. Parents agreed that the intervention targeted most of the target behavior drivers. The impact of behavior drivers and intervention on the potential for fall prevention had a positive correlation. The intervention demonstrated good levels of acceptability. Feedback from participants was mostly positive, and the primary area identified for further improvement was widening the scope of the intervention.
    CONCLUSIONS: This study demonstrated the promise of a newly developed digital intervention to reduce the risk of infant falls, particularly among new parents. It also showed a positive influence of the DBCI on the drivers of parental behaviors that are important for fall reduction among infants. The acceptability of the app was high, and important insights were gained from users about how to further improve the app.
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  • 文章类型: Journal Article
    背景:在全球范围内,大多数耐多药结核病(MDR-TB)患者及其家庭经历灾难性的疾病成本,诊断,和关心。然而,与经历灾难性成本相关的因素知之甚少。本研究旨在确定胡志明市(HCMC)受MDR-TB影响的家庭中与灾难性成本相关的风险因素,越南。
    方法:在2020年10月至2022年4月之间,数据是使用当地适应的,世卫组织在HCMC十个地区的结核病患者成本纵向调查。在三个时间点对94名耐多药结核病患者进行了为期9个月的结核病治疗方案的调查:治疗开始两周后,完成强化期和治疗结束(分别在治疗开始后约5个月和10个月)。灾难性成本阈值被定义为与结核病相关的总成本超过年度结核病前家庭收入的20%。Logistic回归用于确定与经历灾难性成本相关的变量。敏感性分析使用替代阈值和成本估算方法检查了灾难性成本的普遍性。
    结果:大多数参与者(81/93[87%])经历了灾难性的成本,尽管大多数86/93(93%)通过现有的社会保护计划获得了经济支持。在经历和没有经历灾难性成本的参与家庭中,耐多药结核病治疗前家庭收入中位数相似.然而,耐多药结核病治疗结束时,家庭收入中位数较低(258[IQR:0-516]USDvs.656[IQR:462-989]美元;p=0.003),收入损失中位数较高(2838[IQR:1548-5418]USDvs.301[IQR:0-824]USD;p<0.001)在经历灾难性成本的参与家庭中。作为耐多药结核病治疗前家庭的主要收入来源(aOR=11.2[95%CI:1.6-80.5]),受教育程度较低(aOR=22.3[95%CI:1.5-344.1])和耐多药结核病治疗开始时失业(aOR=35.6[95%CI:2.7-470.3])与灾难性成本相关.
    结论:尽管社会保护覆盖率良好,HCMC的大多数耐多药结核病患者经历了灾难性的成本。灾难性成本的发生与家庭的主要收入来源或失业无关。修订和扩展战略,以减轻与结核病相关的灾难性成本,特别是避免失业和收入损失,迫切需要。
    Globally, most people with multidrug-resistant tuberculosis (MDR-TB) and their households experience catastrophic costs of illness, diagnosis, and care. However, the factors associated with experiencing catastrophic costs are poorly understood. This study aimed to identify risk factors associated with catastrophic costs incurrence among MDR-TB-affected households in Ho Chi Minh City (HCMC), Viet Nam.
    Between October 2020 and April 2022, data were collected using a locally-adapted, longitudinal WHO TB Patient Cost Survey in ten districts of HCMC. Ninety-four people with MDR-TB being treated with a nine-month TB regimen were surveyed at three time points: after two weeks of treatment initiation, completion of the intensive phase and the end of the treatment (approximately five and 10 months post-treatment initiation respectively). The catastrophic costs threshold was defined as total TB-related costs exceeding 20% of annual pre-TB household income. Logistic regression was used to identify variables associated with experiencing catastrophic costs. A sensitivity analysis examined the prevalence of catastrophic costs using alternative thresholds and cost estimation approaches.
    Most participants (81/93 [87%]) experienced catastrophic costs despite the majority 86/93 (93%) receiving economic support through existing social protection schemes. Among participant households experiencing and not experiencing catastrophic costs, median household income was similar before MDR-TB treatment. However, by the end of MDR-TB treatment, median household income was lower (258 [IQR: 0-516] USD vs. 656 [IQR: 462-989] USD; p = 0.003), and median income loss was higher (2838 [IQR: 1548-5418] USD vs. 301 [IQR: 0-824] USD; p < 0.001) amongst the participant households who experienced catastrophic costs. Being the household\'s primary income earner before MDR-TB treatment (aOR = 11.2 [95% CI: 1.6-80.5]), having a lower educational level (aOR = 22.3 [95% CI: 1.5-344.1]) and becoming unemployed at the beginning of MDR-TB treatment (aOR = 35.6 [95% CI: 2.7-470.3]) were associated with experiencing catastrophic costs.
    Despite good social protection coverage, most people with MDR-TB in HCMC experienced catastrophic costs. Incurrence of catastrophic costs was independently associated with being the household\'s primary income earner or being unemployed. Revision and expansion of strategies to mitigate TB-related catastrophic costs, in particular avoiding unemployment and income loss, are urgently required.
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  • 文章类型: Journal Article
    目的:本研究方案描述了RIGAB研究,一项前瞻性病例对照研究,评估在线体育博彩行为和赌博障碍(GD)发展的潜在风险因素。它有两个目标:(1)描述体育投注者关于推定风险因素及其赌博行为的特征,(2)从这些因素预测GD的发展。
    方法:在基线时,在线体育投注者参加了一项包括GD筛选(DSM-5)的在线调查,关于赌博行为和假定的危险因素情绪调节的问题,冲动,合并症,压力,和物质使用。参与者被再次邀请进行为期1年的后续在线调查。在嵌套设计中,一个子样本被邀请亲自参加认知行为任务组和临床访谈.
    结果:在最初邀请的6568名在线体育投注者中,607人在基线时参加(比率:9.2%),325人参加了为期1年的随访,54人参加了嵌套的亲自评估。
    结论:RIGAB研究结合了GD研究的不同领域:玩家跟踪数据和来自自我报告和行为任务的推定风险因素。这项研究的结果将支持基于先前相当不同的研究领域的综合发现,为在线赌博参与者制定预防措施。
    OBJECTIVE: This study protocol describes the RIGAB study, a prospective case-control-study assessing online sports betting behaviour and underlying risk factors for the development of gambling disorder (GD). It has two aims: (1) to characterise sports bettors concerning putative risk factors and their gambling behaviour, and (2) to predict the development of GD from these factors.
    METHODS: At baseline, online sports bettors took part in an online survey comprising a GD screening (DSM-5), questions on gambling behaviour and on the putative risk factors emotion regulation, impulsivity, comorbidities, stress, and substance use. Participants were reinvited for a 1-year follow-up online survey. In a nested design, a subsample was invited in-person to take part in a cognitive-behavioural task battery and a clinical interview.
    RESULTS: Of the initial 6568 online sports bettors invited, 607 participated at baseline (rate: 9.2%), 325 took part in the 1-year follow-up and 54 participated in the nested in-person assessment.
    CONCLUSIONS: The RIGAB study combines different fields of GD studies: player tracking data and putative risk factors from self-report and behavioural tasks. The results of this study will support the development of preventive measures for participants of online gambling based on the combined findings from previously rather distinct research fields.
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  • 文章类型: Journal Article
    目的:这个前瞻性,纵向研究旨在比较患有神经性厌食症(AN)的青少年在体重不足期间和之后的自闭症谱系障碍(ASD)特征的患病率,以帮助阐明这两种情况之间的复杂联系.
    方法:24名患有AN的青少年完成了青少年自我报告,自闭症谱系商(AQ)或自闭症谱系商青少年版本(AQ-青春期),以及研究人员在体重不足状态和体重恢复后设计的问卷。
    结果:体重不足时的AQ总分和几个AQ子量表得分显着高于体重恢复后的中等至较大效应大小。线性模型不能证明体重增加的显著影响,内化问题或药物使用AQ评分,但它确实显示了体重不足期间的AQ与体重恢复后的AQ之间的关联。
    结论:结果突出了AN和ASD特征之间联系的复杂性。尽管部分参与者的AQ得分有明显变化,这种影响不能一概而论,也不能证明与体重变化的联系。似乎AN中的ASD特征是特征和状态的结合:体重过轻和饥饿可能会加剧潜在的当前特征。我们的部分结果可能表明在体重不足期间存在基于AQ得分的亚组。我们的研究支持以下理论:T1时更多的ASD特征可能导致较差的结果以及对特定和强化治疗的更高需求。
    OBJECTIVE: This prospective, longitudinal study aims to compare the prevalence of autism spectrum disorder (ASD) characteristics in adolescents with anorexia nervosa (AN) during and after underweight in order to help unravel the complex link between both conditions.
    METHODS: 24 adolescents with AN completed the youth self-report, autism spectrum quotient (AQ) or autism spectrum quotient adolescent version (AQ - adolescent) and a questionnaire designed by the researchers during a state of underweight and after weight recovery.
    RESULTS: AQ total score and several AQ subscale scores at the time of underweight are significantly higher than after weight recovery with medium to large effect sizes. Linear modelling cannot prove a significant effect of weight gain, internalizing problems or medication use on AQ score, but it does show an association between AQ during underweight and AQ after weight recovery.
    CONCLUSIONS: The results highlight the complexity of the link between AN and ASD characteristics. Although a clear change in AQ score is seen in part of the participants, this effect cannot be generalized and a link with weight change cannot be demonstrated. It seems likely that ASD characteristics in AN are a combination of trait and state: underweight and starvation might exacerbate potentially present traits. Part of our results may indicate the existence of subgroups based on AQ score during underweight. Our study supports the theory that more ASD characteristics at T1 may result in a poorer outcome and a higher need for specified and intensive treatment.
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  • 文章类型: Journal Article
    自我控制和自我真实性对个体的心理健康和社会适应都至关重要,但是他们的关系很少受到关注。研究表明,施加自我控制可以帮助个人实现真实的自我,并且可以通过感知真实性来促进。因此,这项研究采用了纵向设计,并在2,982名中国青少年的大样本中调查了自我控制与自我真实性之间的时间关系(Mage=17.53,SD=0.84)。相关分析显示,自我控制力较高的参与者具有较高的自我真实性。交叉滞后路径分析显示,随着时间的推移,自我控制与自我真实性之间存在着相互关系。此外,双变量潜在变化得分模型表明,自我控制预测自我真实性随时间的增加,反之亦然。总的来说,这项研究促进了我们的理解,并表明抑制诱惑和冲动可以促进青少年的真实性,以及真实性的体验,反过来,促进他们的自我调节。
    Both self-control and self-authenticity are critical to individuals\' mental health and social adjustment, but their relationship has received little attention. Research demonstrates that exerting self-control could help individuals achieve true self and might be promoted by perceiving authenticity. Accordingly, this study utilized a longitudinal design and investigated the temporal relationship between self-control and self-authenticity in a large sample of 2,982 Chinese adolescents (Mage = 17.53, SD = 0.84). Correlation analysis showed that participants possessing higher self-control were associated with greater self-authenticity. Cross-lagged path analysis revealed a reciprocal relationship between self-control and self-authenticity over time. Moreover, bivariate latent change score model indicated that self-control predicted an increase in self-authenticity across time, and vice versa. Overall, this study advances our understanding and suggests that restraining temptation and impulse can promote adolescents\' authenticity, and that the experience of authenticity, in turn, facilitates their self-regulation.
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  • 文章类型: Journal Article
    背景:有记录表明,在COVID-19大流行期间,卫生专业人员的职业压力水平增加。尽管对服务的需求增加,但很少有研究检查大流行对精神卫生专业人员的影响。
    方法:多语言,纵向,世卫组织全球临床实践网络(GCPN)成员在大流行期间的三个时间点进行了全球调查。来自86个国家的786名GCPN成员对评估职业困扰的调查做出了回应,健康和创伤后压力症状。
    结果:平均而言,受访者的幸福感随着时间的推移而恶化,而他们的创伤后应激症状显示出适度的改善。线性生长模型表明,作为女性,更年轻,为COVID-19患者提供面对面的医疗服务,生活在低收入或中等收入国家或COVID-19死亡率较高的国家,随着时间的推移,幸福感差和压力症状水平较高的风险更大。增长混合模型确定了职业幸福感和压力症状的轨迹。大多数心理健康职业对幸福感没有影响,保持适度,非临床水平的压力症状,或在最初的困难时期后表现出改善。然而,一些参与者组表现出健康状况恶化,接近临床阈值(25.8%),并且随着时间的推移,创伤后应激症状持续较高水平和具有临床意义的水平(19.6%).
    结论:这项研究表明,尽管大多数心理健康专业人员在大流行期间表现出稳定的积极幸福感和低压力症状,在大流行期间,已经负担沉重的全球精神卫生工作人员中,有相当一部分人的心理状况持续恶化或恶化。
    Increased levels of occupational stress among health professionals during the COVID-19 pandemic have been documented. Few studies have examined the effects of the pandemic on mental health professionals despite the heightened demand for their services.
    A multilingual, longitudinal, global survey was conducted at 3 time points during the pandemic among members of the World Health Organization\'s Global Clinical Practice Network. A total of 786 Global Clinical Practice Network members from 86 countries responded to surveys assessing occupational distress, well-being, and posttraumatic stress symptoms.
    On average, respondents\' well-being deteriorated across time while their posttraumatic stress symptoms showed a modest improvement. Linear growth models indicated that being female, being younger, providing face-to-face health services to patients with COVID-19, having been a target of COVID-related violence, and living in a low- or middle-income country or a country with a higher COVID-19 death rate conveyed greater risk for poor well-being and higher level of stress symptoms over time. Growth mixed modeling identified trajectories of occupational well-being and stress symptoms. Most mental health professions demonstrated no impact to well-being; maintained moderate, nonclinical levels of stress symptoms; or showed improvements after an initial period of difficulty. However, some participant groups exhibited deteriorating well-being approaching the clinical threshold (25.8%) and persistently high and clinically significant levels of posttraumatic stress symptoms (19.6%) over time.
    This study indicates that although most mental health professionals exhibited stable, positive well-being and low stress symptoms during the pandemic, a substantial minority of an already burdened global mental health workforce experienced persistently poor or deteriorating psychological status over the course of the pandemic.
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  • 文章类型: Journal Article
    赌博动机是理解问题赌博发展的重要因素,然而,最近调查它们在问题赌博中的作用的大多数研究都是横向研究。本研究使用纵向研究设计分析了赌博动机与问题赌博之间的联系。还评估了基本心理需求受挫的调节作用。该研究样本为1,022名参与者(48.43%为女性,Mage=49.50年)以6个月的间隔在三个时间点(T1-T3)进行了调查。使用问题赌博严重程度指数(PGSI)来衡量问题赌博,并使用基本心理需求满意度和挫败感量表(BPNSFS)评估需求挫败感。使用多水平混合效应回归模型分析数据,其中PGSI是结果变量。赌博动机和需要挫折是心理困扰的预测因素(用5项心理健康量表衡量,MHI-5),离岸/陆上在线赌博,和社会人口统计学因素作为控制变量。随着时间的推移,所有动机都预测了问题赌博。相比之下,逃避的动机,为了赢钱,在整个模型中,随着时间的推移,随着需求的挫折预测问题赌博,与之竞争。此外,金钱动机和需求挫败感具有相互作用的作用,因此,更高的需求挫败感与金钱动机相结合,可以预测更严重的赌博问题。这项研究的结果为赌博动机提供了一个有价值的纵向视角,基本心理需求的挫折,和赌博问题,可用于发展和改善问题赌博的治疗努力和计划。
    Gambling motives are an important element in understanding the development of problem gambling, yet most of the recent studies investigating their role in problem gambling have been cross-sectional. This study analyzed the links between gambling motives and problem gambling using a longitudinal study design. The moderating effect of the frustration of basic psychological needs was also assessed. The study sample with 1,022 participants (48.43% female, Mage = 49.50 years) was surveyed at three timepoints (T1-T3) in 6-month intervals. The Problem Gambling Severity Index (PGSI) was used to measure problem gambling and need frustration was assessed with The Basic Psychological Need Satisfaction and Frustration Scale (BPNSFS). The data were analyzed using a multilevel mixed-effects regression model where PGSI was the outcome variable. Gambling motives and need frustration were the predictors while psychological distress (measured with the 5-Item Mental Health Inventory, MHI-5), offshore/onshore online gambling, and socio-demographic factors were used as control variables. All the motives predicted problem gambling individually over time. In contrast, motives to escape, to win money, and to compete along with need frustration predicted problem gambling over time in the full model. In addition, money motive and need frustration had an interaction effect so that higher need frustration combined with money motive predicted more severe gambling problems. The results of this study provide a valuable longitudinal perspective on gambling motives, frustration of basic psychological needs, and gambling problems which can be used to develop and improve treatment efforts and programs of problem gambling.
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