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Physically active learning for children with learning disorders attending special-needs schools: A program evaluation 在特殊教育学校就读的学习障碍儿童的体育活动学习:项目评估
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-05-14 DOI: 10.1016/j.ridd.2024.104749
Vivian Meijers , Anneke C. Timmermans , Chiara T.M. Verheij , Joanne Smith , Esther Hartman

Background

Physically active learning (PAL) is a potentially valuable method to stimulate academic performance and physical activity (PA) in children with learning disorders (LD) attending special-needs schools. It is yet unknown whether PAL can be successfully implemented in special-needs schools.

Aims

This study aimed to evaluate a PAL-program in special-needs schools by examining teacher’s dose delivered, children’s dose received, and associations of children’s characteristics with dose received.

Methods

Children (N = 37) from two special-needs schools participated in a six-week PAL-program. Dose delivered was evaluated based on PAL-lessons’ implementation rate and duration. Dose received was assessed through time-on-task observations (n = 23) and PA (n = 37). To assess the association between dose received and children’s characteristics (sex, behavioral disorders, motor skills, and physical fitness), Mann-Whitney U tests and Spearman’s rho correlations were used.

Results

For teacher’s dose delivered, the implementation rate exceeded 95%, and the PAL-lessons lasted the intended 12 minutes. For dose received, children’s on-task behavior was above 79%, and children spent 43% of the time in moderate-to-vigorous PA during PAL. Motor skills were positively related to on-task behavior related to the movements, and physical fitness was positively related to moderate-to-vigorous PA.

Conclusions

PAL was successfully implemented in terms of dose delivered and dose received for children with LD attending special-needs schools.

背景体能主动学习(PAL)是一种潜在的有价值的方法,可以激发特殊教育学校学习障碍儿童的学习成绩和体能活动(PA)。本研究旨在通过考察教师的授课剂量、儿童的接受剂量以及儿童特征与接受剂量之间的关联,对特殊学校中的 PAL 项目进行评估。方法来自两所特殊学校的儿童(N = 37)参加了为期六周的 PAL 项目。根据 PAL 课程的实施率和持续时间评估所提供的剂量。接受的剂量通过任务时间观察(23 人)和 PA(37 人)进行评估。为了评估接受的剂量与儿童特征(性别、行为障碍、运动技能和体能)之间的关系,采用了曼-惠特尼 U 检验和斯皮尔曼 rho 相关性检验。就接受的剂量而言,儿童在任务中的表现超过了 79%,儿童在 PAL 期间有 43% 的时间用于中度至剧烈的 PA。运动技能与与动作相关的任务行为呈正相关,体能与中度至剧烈运动呈正相关。
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引用次数: 0
Predictive validity of the Developmental Coordination Disorder Questionnaire as a screening tool to identify motor skill problems: A systematic review and meta-analysis 发育协调障碍问卷作为运动技能问题筛查工具的预测有效性:系统回顾与荟萃分析
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-05-13 DOI: 10.1016/j.ridd.2024.104748
Seong-Hi Park , Eun Young Kim

Background

The Developmental Coordination Disorder Questionnaire (DCDQ) has been used to screen children who probably have developmental coordination disorder (DCD).

Aims

We systematically reviewed studies on the predictive validity of the DCDQ and performed a meta-analysis on its diagnostic accuracy.

Methods and procedures

Literature was searched through four electronic databases: MEDLINE, Embase, CINAHL, and PsycArticles. A total of 27 studies was selected based on the inclusion criteria. The sensitivity and specificity of the DCDQ were assessed using summary receiver operating characteristic (sROC) curves. Subgroup analyses were conducted according to the DCDQ type, reference standard, and participant type.

Outcomes and results

Overall, the DCDQ has a sensitivity of 0.70 and a specificity of 0.77, showing moderate diagnostic accuracy (area under the curve, 0.80). Subgroup analysis showed that the revised version of the DCDQ had higher diagnostic accuracy than the original version. When the reference standard was the Diagnostic and Statistical Manual of Mental Disorders, the sensitivity and specificity of the DCDQ were 0.87 and 0.83, respectively. The diagnostic accuracy was higher in clinical samples compared to the general population.

Conclusions and implications

This study demonstrated that the DCDQ has adequate diagnostic accuracy, suggesting it can help screen children with motor skill deficits.

背景发育协调障碍问卷(DCDQ)已被用于筛查可能患有发育协调障碍(DCD)的儿童。目的我们系统地回顾了有关发育协调障碍问卷预测有效性的研究,并对其诊断准确性进行了荟萃分析:MEDLINE、Embase、CINAHL 和 PsycArticles。根据纳入标准共筛选出 27 项研究。使用接收者操作特征曲线(sROC)评估了 DCDQ 的灵敏度和特异性。根据 DCDQ 类型、参考标准和参与者类型进行了分组分析。结果总体而言,DCDQ 的灵敏度为 0.70,特异度为 0.77,显示出中等诊断准确性(曲线下面积为 0.80)。分组分析显示,修订版 DCDQ 的诊断准确性高于原版。当参考标准为《精神疾病诊断与统计手册》时,DCDQ 的灵敏度和特异度分别为 0.87 和 0.83。与普通人群相比,DCDQ 在临床样本中的诊断准确性更高。结论与启示本研究表明,DCDQ 具有足够的诊断准确性,这表明它可以帮助筛查运动技能缺陷儿童。
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引用次数: 0
The effect of parental age on child development at 36 months: Insights from the Japan environment and children's study 父母年龄对 36 个月儿童发育的影响:日本环境与儿童研究的启示
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-05-11 DOI: 10.1016/j.ridd.2024.104741
Tomofumi Fukuda , Masayuki Shimono , Reiko Suga , Ryota Igarashi , Kiyoshi Yoshino , Yoshihisa Fujino , Mayumi Tsuji , Kazue Ishitsuka , Masafumi Sanefuji , Shouichi Ohga , Koichi Kusuhara , on behalf of the Japan Environment and Children's Study Group

Background

The impact of parent-childbearing age on child development at 36 months of age is controversial.

Aims

We used data from a large cohort study with multiple imputation and mediation analyses of variables.

Methods and Procedures

A total of 72,606 parent–child pairs from the Japan Environment and Children's Study were included in the study. Parents' ages were categorized into five groups. We used five domains of the Japanese translation of the Ages and Stages Questionnaire, Third Edition (J-ASQ-3). Scores below the cutoff value at 36 months were defined as developmental delays in each domain. We used three logistic analysis models. In Model 3, we analyzed maternal and paternal age using other variables and covariates.

Outcomes and Results

The outcome was a developmental delay in the five domains of J-ASQ-3. In Model 3, ORs for the developmental delay scores regarding parental age were significantly associated with all five domains of J-ASQ-3. The mediation analysis showed a significant mediation interaction effect for mothers but localized for fathers.

Conclusion

Advanced paternal and maternal ages were associated with developmental delay in children. Awareness of the risks of childbearing at an advanced age is crucial.

What’s the paper adds

This manuscript used data from a large cohort study with multiple imputation and mediation analyses. With these analyses, we identified the pure effect of advanced parental age on their children’s development at 36 months.

背景父母的生育年龄对 36 个月大儿童发育的影响尚存争议。目的我们使用了一项大型队列研究的数据,并对变量进行了多重估算和中介分析。父母的年龄被分为五组。我们使用了日文版年龄与阶段问卷第三版(J-ASQ-3)的五个领域。在 36 个月时低于临界值的分数被定义为各领域的发育迟缓。我们使用了三种逻辑分析模型。在模型 3 中,我们使用其他变量和协变量对母亲和父亲的年龄进行了分析。在模型 3 中,与父母年龄有关的发育迟缓得分的 ORs 与 J-ASQ-3 的所有五个领域均有显著关联。中介分析显示,母亲的中介交互效应明显,但父亲的中介交互效应不明显。高龄生育的风险意识至关重要。本稿件使用了一项大型队列研究的数据,并进行了多重归因和中介分析。通过这些分析,我们确定了父母高龄对其子女 36 个月大时发育的纯粹影响。
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引用次数: 0
Employers’ perceptions of supports provided to their employees with disabilities 雇主对为残疾雇员提供的支持的看法
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-05-08 DOI: 10.1016/j.ridd.2024.104750
Hussain A. Almalky, Ali N. Alasmari

The employment of individuals with disabilities is significantly low. Many factors are associated with this issue; however, support and accommodations that can be provided to such individuals can improve their employment rate and outcomes. This study aimed to examine the support provided to employees with disabilities in Saudi Arabia. The descriptive approach was utilized, and a survey was used to collect the data. The sample consisted of 86 employer participants to examine the support of their employees with disabilities. Findings revealed that the support provided was high, and the participants reported that such support facilitates finding and maintaining a job. In addition, the variables were all found to have no significant differences. Providing needed and necessary support is an effective strategy that leads to competitive employment for individuals with disabilities, especially for the long term. Implications and recommendations are also discussed.

残疾人的就业率很低。许多因素都与这一问题有关;然而,为这些人提供支持和便利可以提高他们的就业率并改善其结果。本研究旨在考察沙特阿拉伯为残疾员工提供的支持。研究采用了描述性方法,并通过调查收集数据。样本包括 86 名雇主参与者,以考察他们为残疾员工提供的支持。调查结果显示,所提供的支持程度很高,参与者称这种支持有助于找到和维持工作。此外,所有变量均无显著差异。提供所需和必要的支持是一项有效的策略,可帮助残疾人实现有竞争力的就业,尤其是长期就业。此外,还讨论了影响和建议。
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引用次数: 0
Disentangling the relationship between sensory processing, alexithymia and broad autism spectrum: A study in parents’ of children with autism spectrum disorders and sensory processing disorders 厘清感觉处理、情感障碍和广泛自闭症谱系之间的关系:自闭症谱系障碍和感觉处理障碍儿童家长的研究
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-27 DOI: 10.1016/j.ridd.2024.104742
Ana Sofia Machado , Goretti Dias , Irene P. Carvalho

Background

Autistic features and sensory processing difficulties and their phenotypic co-expression with alexithymia share a transdiagnostic vulnerability. In this work, we explored whether the current concept of broad autism phenotype rather translates altered sensory processing (non-specific to autism), meaning that the characteristics of altered sensory processing should be overexpressed among individuals with heightened vulnerability to sensory processing atypicalities (parents of children with sensorial processing disorder, or SPD parents) and individuals with heightened vulnerability to autistic traits (parents of children with autism spectrum disorders, or ASD parents). In addition, the association between altered sensory processing and alexithymia was inspected.

Method

The Adolescent/Adult Sensory Profile, Autism Spectrum Quotient, and Toronto Alexithymia Scale were completed by 31 parents of children with ASD, 32 parents of children with SPD, and 52 parents of typically developed (TD) children.

Results

Extreme sensory patterns were overexpressed both in parents of children with SPD and parents of children with ASD when compared to parents of TD children. In addition, extreme sensory patterns were significantly associated with alexithymia scores. Specifically, sensory avoidance, low registration, and sensory sensitivity were positively correlated with alexithymia. No significant differences were found regarding the proportion of autistic traits and alexithymia between ASD and SPD groups of parents.

Conclusions

These results challenge the specificity of broad autism phenotype and suggest a neurodevelopmental atypicity with roots in altered sensory and emotional processing.

背景自闭症特征和感觉处理障碍及其与孤独症的表型共同表现具有跨诊断的脆弱性。在这项研究中,我们探讨了目前广义自闭症表型的概念是否是指感官加工改变(非自闭症特异性),即感官加工改变的特征应在感官加工不典型性易感性增高的个体(感官加工障碍儿童的父母,或 SPD 父母)和自闭症特征易感性增高的个体(自闭症谱系障碍儿童的父母,或 ASD 父母)中过度表达。方法31名自闭症谱系障碍儿童的家长、32名感觉处理障碍儿童的家长和52名典型发育(TD)儿童的家长填写了青少年/成人感觉档案、自闭症谱系商数和多伦多自闭症量表。结果与典型发育(TD)儿童的家长相比,感觉处理障碍儿童的家长和自闭症谱系障碍儿童的家长都过度表现出极端感觉模式。此外,极端感觉模式与情感障碍得分有显著关联。具体来说,感官回避、低登记和感官敏感与情感障碍呈正相关。这些结果对广义自闭症表型的特异性提出了质疑,并表明自闭症是一种神经发育异常,其根源在于感官和情绪处理的改变。
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引用次数: 0
The informant matters: Differences in bullying victim categorization rates assessed with self- and peer-reports in children with developmental language disorder and reading difficulties 信息提供者很重要:用自我报告和同伴报告评估有语言发育障碍和阅读困难儿童的欺凌受害者分类率的差异
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-27 DOI: 10.1016/j.ridd.2024.104747
Eva Aguilar-Mediavilla, Victor A. Sanchez-Azanza, Mario Valera-Pozo, Inmaculada Sureda-García, Daniel Adrover-Roig

Background

Children with Developmental Language Disorder (DLD) and Reading Difficulties (RD) can show more peer relation problems depending on the informant.

Aims

(1) To explore bullying victims' categorization, evaluated by self- and peer-reports, in children with DLD and RD; and (2) to assess agreement rates between informants.

Method and procedures

Victimization was assessed using a self-report (EBIP-Q) and a peer-report sociogram (CESC) in a sample of 83 participants (9–12 years; 10.5 ± 1.1 years), comprising of DLD (n = 19), RD (n = 32), and Control (n = 32) groups.

Outcomes and Results

We found a higher frequency of the rejected sociometric profile in the DLD and RD groups, a higher peer-reported victimization in the DLD group, and more severe self-reported victimization in the DLD and RD groups. Odds of being classified as victimized were higher for self-report except in the DLD group. Informants’ agreement was high using the most restrictive EBIP-Q criterion (7 points) for both the Control and the RD groups, being non-significant for the DLD group regardless of the criteria used.

Conclusions and Implications

We found a higher victimization risk in children with language difficulties, although self-assessment seems to under-detect children with DLD according to the agreement rates, pointing out the need to combine assessments and informants.

What does this paper add?

Several studies have shown that children with DLD or RD obtain higher scores of victimization and score lower on several scales of social skills with continuous data. Although continuous analyses are usual in research, professional decisions are usually based on cut-off criteria more than how high or low a score is in contrast to another group. This is one of the first works that analyses victimization following the cut-off criteria of self and peer assessments that professionals used in the school settings in children with DLD and RD. Our results will raise awareness among school professionals based on the evidence about the high risk of victimization, especially in children with DLD, and the implications of selecting between several measures of victimization, in this group of children. We think that our results would help to better detect and prevent bullying in schools for children with DLD.

背景患有发育性语言障碍(DLD)和阅读障碍(RD)的儿童可能会因提供信息者的不同而表现出更多的同伴关系问题。目的(1)通过自我报告和同伴报告对患有发育性语言障碍(DLD)和阅读障碍(RD)的儿童进行评估,探讨欺凌受害者的分类;(2)评估提供信息者之间的一致率。方法和程序在83名参与者(9-12岁;10.5 ± 1.1岁)样本中使用自我报告(EBIP-Q)和同伴报告社会图(CESC)对受害情况进行评估,其中包括DLD组(n = 19)、RD组(n = 32)和对照组(n = 32)。结果我们发现,在DLD组和RD组中,被拒绝的社会测量特征的频率较高,DLD组中同伴报告的受害程度较高,DLD组和RD组中自我报告的受害程度较高。除 DLD 组外,自我报告被归类为受害的几率较高。使用最严格的 EBIP-Q 标准(7 分),对照组和 RD 组的信息提供者的一致程度较高,而无论使用何种标准,DLD 组的一致程度均不显著。结论与启示我们发现,语言障碍儿童的受害风险较高,尽管根据同意率,自我评估对 DLD 儿童的检测似乎不足,这表明有必要将评估与信息提供者相结合。虽然连续性分析在研究中很常见,但专业决策通常基于截断标准,而不是与其他群体相比分数的高低。这是根据专业人员在学校环境中使用的自我和同伴评估分界标准,对残疾儿童和发育迟缓儿童的受害情况进行分析的首批作品之一。我们的研究结果将提高学校专业人员对受害高风险的认识,尤其是对 DLD 儿童的认识,以及在几种受害测量方法中进行选择对这类儿童的影响。我们认为,我们的研究结果将有助于更好地发现和预防针对 DLD 儿童的校园欺凌行为。
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引用次数: 0
Family-centered service through the eyes of insiders: Healthcare providers who are parents speak about receiving and providing healthcare in child health 业内人士眼中以家庭为中心的服务:身为父母的医疗服务提供者讲述在儿童健康领域接受和提供医疗服务的情况
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-27 DOI: 10.1016/j.ridd.2024.104746
Kinga Pozniak , Gillian King , Elizabeth Marie Chambers , Sarah Wellman-Earl , Olaf Kraus de Camargo , Rachel Teplicky , Peter Rosenbaum

Background

When healthcare providers (HCPs) become patients, the experience affects their sense of identity, the care they receive, and their clinical practice. In child health, considerably less is known about the experiences of HCP-parents who access the pediatric healthcare system with their own children with disabilities and/or chronic medical conditions.

Aims

This study aimed to examine the experiences of HCPs who have children with disabilities to identify their experiences with healthcare delivery.

Methods and procedures

A qualitative descriptive study was conducted with HCP-parents, using focus groups and open-ended interviews. Data were analyzed using reflexive thematic analysis.

Results

For HCP-parents, the experience of having a child with a disability affects how they see themselves, their patients, service organizations, and the healthcare system in general. Having medical knowledge and access to networks brings both benefits and unique challenges. HCP-parents also have unique needs that are not currently being addressed. The lived experiences of HCP-parents can contribute to improving patient care. However, the value of this lived experience is unrecognized and underutilized.

Conclusions

The lived experiences of HCP-parents can contribute important insights regarding service delivery, and in particular regarding the application of Family-Centered Service.

背景当医疗保健提供者(HCPs)成为患者时,这种经历会影响他们的身份感、所接受的护理以及临床实践。在儿童健康领域,人们对那些带着自己的残疾儿童和/或慢性病儿童进入儿科医疗保健系统的医疗保健提供者--家长的经历知之甚少。本研究旨在考察那些有残疾儿童的医疗保健提供者的经历,以确定他们在医疗保健服务方面的经验。方法和程序通过焦点小组和开放式访谈对医疗保健提供者--家长进行了定性描述性研究。结果对于 HCP-家长来说,拥有残疾儿童的经历影响了他们对自己、患者、服务机构以及整个医疗系统的看法。拥有医学知识和网络渠道既给他们带来了好处,也带来了独特的挑战。职业保健人员家长也有目前尚未解决的独特需求。HCP 家长的生活经验有助于改善患者护理。然而,这种生活经验的价值尚未得到认可和充分利用。
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引用次数: 0
Examining contributing factors for the implementation of inclusion students with disabilities from the perspective of university academics in Saudi Arabia 从沙特阿拉伯大学学术界的视角考察实施残疾学生全纳教育的促成因素
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-26 DOI: 10.1016/j.ridd.2024.104743
Abdullah Madhesh

Inclusive education focuses on implementing education for individuals who do not follow typical learning trajectory and require special educational needs (SEN). Educational systems in many countries around the world, including Saudi Arabia, tend to implement and practise inclusive education in order to fulfill relevant international conventions and achieve educational standards of acceptable quality in educating children and young people with medical and neurodevelopmental conditions. This study seeks to reveal some of the factors that may help to overcome the obstacles faced in the implementation of inclusive education from the point of view of academics of special education in Saudi universities. To achieve this goal, the study used semi-structured interviews as its primary tool for data collection. Sixteen male and female faculty members specialized in special education in several Saudi public universities were interviewed. The data were analysed thematically. Two master themes were derived from the thematic analyses, 1) theoretical factors and 2) applied factors. Both master themes had several sub-themes. A number of factors were identified as helping to implement inclusive education thereby changing the behaviours and attitudes towards including students with disabilities Saudi context. It is suggested here that similar factors might exist in other countries in Middle East and beyond.

全纳教育的重点是为那些不遵循典型学习轨迹、需要特殊教育需求(SEN)的人实施教育。包括沙特阿拉伯在内的世界上许多国家的教育系统都倾向于实施和实践全纳教育,以履行相关国际公约,并在教育有医学和神经发育问题的儿童和青少年方面达到可接受的教育质量标准。本研究试图从沙特大学特殊教育学者的角度,揭示一些有助于克服全纳教育实施过程中所面临障碍的因素。为实现这一目标,本研究采用半结构式访谈作为数据收集的主要工具。对沙特几所公立大学 16 名特殊教育专业的男女教师进行了访谈。对数据进行了专题分析。主题分析得出了两个主主题:1)理论因素和 2)应用因素。两个主主题都有若干子主题。确定了一些有助于实施全纳教育的因素,从而改变了沙特背景下接纳残疾学生的行为和态度。在此建议,中东和其他国家也可能存在类似的因素。
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引用次数: 0
Auditory time perception impairment in children with developmental dyscalculia 发育性计算障碍儿童的听觉时间感知障碍
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-25 DOI: 10.1016/j.ridd.2024.104733
Elisa Castaldi , Francesca Tinelli , Gasperini Filippo , Mariaelisa Bartoli , Giovanni Anobile

Developmental dyscalculia (DD) is a specific learning disability which prevents children from acquiring adequate numerical and arithmetical competences. We investigated whether difficulties in children with DD spread beyond the numerical domain and impact also their ability to perceive time. A group of 37 children/adolescent with and without DD were tested with an auditory categorization task measuring time perception thresholds in the sub-second (0.25–1 s) and supra-second (0.75–3 s) ranges. Results showed that auditory time perception was strongly impaired in children with DD at both time scales. The impairment remained even when age, non-verbal reasoning, and gender were regressed out. Overall, our results show that the difficulties of DD can affect magnitudes other than numerical and contribute to the increasing evidence that frames dyscalculia as a disorder affecting multiple neurocognitive and perceptual systems.

发育性计算障碍(DD)是一种特殊的学习障碍,妨碍儿童获得足够的数字和计算能力。我们研究了发育性计算障碍儿童的困难是否超出了数字领域,并影响到他们感知时间的能力。我们对 37 名患有和未患有听觉障碍的儿童/青少年进行了听觉分类任务测试,测量了亚秒(0.25-1 秒)和超秒(0.75-3 秒)范围内的时间感知阈值。结果表明,听觉时间感知在这两种时间尺度上都对肢体残疾儿童造成了严重损害。即使对年龄、非语言推理能力和性别进行回归分析,这种障碍依然存在。总之,我们的研究结果表明,计算障碍的困难可能会影响到数字以外的量级,并且有越来越多的证据表明,计算障碍是一种影响多种神经认知和感知系统的疾病。
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引用次数: 0
Modelling for disability: How does artificial intelligence affect unemployment among people with disability? An empirical analysis of linear and nonlinear effects 为残疾建模:人工智能如何影响残疾人失业?线性和非线性效应的实证分析
IF 3.1 2区 医学 Q2 Psychology Pub Date : 2024-04-24 DOI: 10.1016/j.ridd.2024.104732
Mehdi Abid , Ousama Ben-Salha , Karim Gasmi , Nasareldeen Hamed Ahmed Alnor

There is a growing debate among scholars regarding the impact of artificial intelligence (AI) on the employment opportunities and professional development of people with disability. Although there has been an increasing body of empirical research on the topic, it has generally yielded conflicting findings. This study contributes to the ongoing debate by examining the linear and nonlinear effects of AI on the unemployment of people with disability in 40 countries between 2007 and 2021. Using the system Generalized Methods of Moments and panel smooth transition regression, the main conclusions are as follows. First, AI reduces the unemployment of people with disability in the full sample. Second, upon disaggregating the sample based on income level (high income/non-high income) and gender (men/women), the linear model only detects an inverse correlation between AI and unemployment among people with disability in high-income countries and among men, whereas it does not influence unemployment in non-high-income countries and women. Third, the panel smooth transition regression model suggests that the effects of AI on the unemployment of people with disability and among women are only observed once artificial intelligence interest search exceeds a specific threshold level. The effects of AI in non-high-income economies and among women are not significant in the lower regime, which confirms the nonlinear association between AI and the unemployment rate of people with disability. These findings have important policy implications for facilitating the integration of people with disability into the labor market.

关于人工智能(AI)对残疾人就业机会和职业发展的影响,学者们的争论日益激烈。尽管有关这一主题的实证研究越来越多,但通常得出的结论相互矛盾。本研究通过考察 2007 至 2021 年间人工智能对 40 个国家残疾人失业率的线性和非线性影响,为正在进行的辩论做出了贡献。通过使用系统广义矩方法和面板平稳过渡回归,主要结论如下。首先,在全部样本中,人工智能降低了残疾人的失业率。其次,在根据收入水平(高收入/非高收入)和性别(男性/女性)对样本进行分类后,线性模型仅检测到人工智能与高收入国家和男性残疾人失业率之间存在反相关关系,而人工智能并不影响非高收入国家和女性的失业率。第三,面板平稳过渡回归模型表明,只有当人工智能兴趣搜索超过特定临界水平时,才能观察到人工智能对残疾人和妇女失业的影响。人工智能对非高收入经济体和妇女的影响在较低水平时并不显著,这证实了人工智能与残疾人失业率之间的非线性关联。这些发现对促进残疾人融入劳动力市场具有重要的政策意义。
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引用次数: 0
期刊
Research in Developmental Disabilities
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