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This paper studies the green single-machine scheduling problem that considers the delay cost and the energy consumption of manufacturing equipment and builds its integrated optimization model. The improved ant colony scheduling algorithm based on the Pareto solution set is used to solve this problem. By setting the heuristic information, state transition rules, and other core parameters reasonably, the performance of the algorithm is improved effectively. Finally, the model and the improved algorithm are verified by the simulation experiment of 10 benchmark cases. [ABSTRACT FROM AUTHOR]

Children with autism are more likely to exhibit externalizing behaviors than children without autism. A cross‐sectional study was undertaken to investigate how parental mental health status and parenting practices contributed to the variance in externalizing behaviors among families of young children with autism in Chinese mainland, and whether parenting behaviors had any indirect effects on the relationship between parental mental health symptoms and externalizing behaviors. Data were drawn from the baseline assessment of a quasi‐experimental study of a parent training program delivered to Chinese caregivers of children with autism aged 3 to 6 from diverse backgrounds (N = 111). Results showed that parental mental health symptoms and parenting behaviors explained the variance in child externalizing behaviors. Parental mental health problems and parental over‐reactivity were linked to higher levels of child externalizing behaviors, whereas positive parenting was associated with less frequent externalizing behaviors. Positive parenting partially explained the relationship between parental mental health symptoms and externalizing behaviors. The findings of this study highlight the importance of actively attending to the psychological and parenting needs of caregivers in autism treatment programs. It points to the need for the development of culturally sensitive strategies to promote parental mental health and increase the use of positive parenting skills among parents of children with autism. [ABSTRACT FROM AUTHOR]

Global guidelines emphasize the critical role of responsive caregiving in terms of reducing violence against children and promoting early childhood development. However, there is an absence of global evidence synthesis on the effects of early childhood parenting programs for children with developmental disabilities. This systematic review and meta-analysis aims to investigate the effectiveness of parenting interventions delivered for preschool-age children with developmental disabilities in reducing violence against children, altering violence-related factors, and promoting child development. We searched for randomized controlled trials with inactive control. Estimates were pooled using robust variance estimations. Meta-regressions were conducted to explore sources of heterogeneity. In all, 33 studies met the inclusion criteria. The results showed that parenting programs improved child behavior, parental mental health, parenting practices, parental self-efficacy, parent–child interaction, child language skills, and child social skills post-intervention. No studies provided data on the actual occurrence of violence against children. Effects might vary by diagnosis, delivery modality, and world region. The findings supported the delivery of parenting programs to alter factors associated with violence against children and promote child language and social skills for families of young children with developmental disabilities, especially attention deficit hyperactivity disorder, autism, intellectual disability, and language disorders. More research using rigorous methods, long-term follow-ups, and transparent reporting is needed, particularly within more low- and middle-income countries. [ABSTRACT FROM AUTHOR]

Recent systematic reviews found limited rigorous research conducted to date of the effectiveness of parent training programs in reducing behavioral problems for autistic children in low- and middle-income countries. This study is aimed at evaluating the effectiveness of a short-term intensive parent training program for autistic children aged three to six in the context of routine service provision in China. A quasi-experiment was conducted involving the local implementing organization and using a waitlist control. Data were collected at baseline and immediate post-intervention. The primary outcome was child behavioral problems measured using the Child Behavior Checklist Externalizing scale. Between-group comparisons used a difference-in-differences design with propensity score weighting to reduce sources of bias. A process evaluation was undertaken in parallel to assess participant involvement, program acceptability, and delivery. The protocol was prospectively registered with ClinicalTrials.gov (NCT04257331). The final sample size was 111 (treatment: 63; comparison: 48). Results suggest that the program was associated with improvements in child externalizing behaviors (b = -2.71, 95% CI [-5.23, -0.18]), parental mental health symptoms (b = -5.96, 95% CI [-11.74, -0.17]), over-reactive parenting (b = -0.63, 95% CI [-0.98, -0.27]), and parental knowledge (b = 2.08, 95% CI [2.07, 2.17]). Exploratory analysis of factors related to implementation indicated that baseline parental mental health was related to participant engagement, and that satisfaction and engagement levels were potentially linked to positive treatment effects. Findings suggest that short-term intensive parent training programs that are provided by trained non-specialists, could potentially be used as an alternative to traditional prohibitively costly services that are delivered intensively for consecutive years in low-resource contexts. Follow-ups are needed to investigate its long-term benefits. [ABSTRACT FROM AUTHOR]

Objective: The main purpose is to empirically investigate the outcomes of a Western-style Master of Social Work program that was designed by School of Social Work, University of Southern California and contextually implemented in School of Social Development and Public Policy, Beijing Normal University. Method: A three-wave panel study was used and a focus group discussion was conducted to evaluate the program. Results: Students reported a significant improvement in professional competence and satisfaction and a moderate decline in professional commitment after classroom training. However, after field training, there was almost no significant difference in professional competence and satisfaction, but there was a decline in professional commitment. Conclusions: The results come down to gaps between organizational development and students' personal development, between education and practice, and between students' expectation and reality. This study highlights the importance to fill in the gaps and sheds light on the way to indigenize social work education in China. [ABSTRACT FROM AUTHOR]

Integrated process planning and scheduling (IPPS) is important for modern manufacturing companies to achieve manufacturing efficiency and improve resource utilization. Meanwhile, multiple objectives need to be considered in the realistic decision-making process for manufacturing systems. Based on the above realistic manufacturing system requirements, it becomes increasingly important to develop effective methods to deal with multi-objective IPPS problems. Therefore, an improved NSGA-II (INSGA-II) algorithm is proposed in this research, which uses the fast non-dominated ranking method for multiple optimization objectives as an assignment scheme for fitness. A multi-layer integrated coding method is adopted to address the characteristics of the integrated optimization model, which involves many optimization parameters and interactions. Elite and mutation strategies are employed during the evolutionary process to enhance population diversity and the quality of solutions. An external archive is also used to store and update the Pareto solution. The experimental results on the Kim test set demonstrate the effectiveness of the proposed INSGA-II algorithm. [ABSTRACT FROM AUTHOR]

Although the evidence of parent training programmes for families of autistic children has continued to grow, little is known about the experiences and perceptions of key stakeholders, especially in low- and middle-income countries. This qualitative study was part of a larger real-world evaluation of a short-term intensive parent training programme in routine services delivered to caregivers of autistic children aged 3–6 years in China. It aimed to provide insights into programme acceptability, reasons for participant involvement, and factors related to programme implementation. Fourteen caregivers participated in the in-depth interviews, and two focus group discussions were conducted with eight practitioners. Data were analysed using a combination of data- and theory-driven approaches. Findings point to the needs in low autism resource settings for substantial practice and feedback; group support; individualised coaching; more autism-related knowledge, resources and activities for children and extended family members; and organisational support to practitioners. Further research is suggested to address the recommendations and assess their effectiveness empirically. While much knowledge about autism derives from high-income countries, most people diagnosed with autism reside in low- and middle-income countries, where little is documented in terms of local interventions. This is also true for parent training programmes for families of autistic children. An evaluation was conducted to understand the effects of a short-term intensive parent training programme delivered in routine services for families of autistic children in China. This study reported results from the in-depth interviews with 14 participating caregivers and group discussions with eight group leaders. The interviews and discussions were aimed at learning (1) to what extent the programme components were deemed acceptable, (2) what affected caregivers' attendance and engagement in the programme and (3) what affected group leaders' delivery of the programme. Findings suggested that future parent training programmes provide adequate opportunities for caregivers to practice and receive feedback; group support; coaching experience tailored to individual challenges; more autism-related knowledge, resources and activities for children and extended family members; and organisational support to group leaders. This study highlights the value of qualitative research and points to the need for more empirical studies to address the recommendations, so that research findings can be better utilised to promote practices. [ABSTRACT FROM AUTHOR]