• Title/Summary/Keyword: Developmental Model

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Joint analysis of binary and continuous data using skewed logit model in developmental toxicity studies (발달 독성학에서 비대칭 로짓 모형을 사용한 이진수 자료와 연속형 자료에 대한 결합분석)

  • Kim, Yeong-hwa;Hwang, Beom Seuk
    • The Korean Journal of Applied Statistics
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    • v.33 no.2
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    • pp.123-136
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    • 2020
  • It is common to encounter correlated multiple outcomes measured on the same subject in various research fields. In developmental toxicity studies, presence of malformed pups and fetal weight are measured on the pregnant dams exposed to different levels of a toxic substance. Joint analysis of such two outcomes can result in more efficient inferences than separate models for each outcome. Most methods for joint modeling assume a normal distribution as random effects. However, in developmental toxicity studies, the response distributions may change irregularly in location and shape as the level of toxic substance changes, which may not be captured by a normal random effects model. Motivated by applications in developmental toxicity studies, we propose a Bayesian joint model for binary and continuous outcomes. In our model, we incorporate a skewed logit model for the binary outcome to allow the response distributions to have flexibly in both symmetric and asymmetric shapes on the toxic levels. We apply our proposed method to data from a developmental toxicity study of diethylhexyl phthalate.

A study of basic developmental model for experiential farm - Case study on the farm of Sucheong Village located in Gyeonggi Province - (농촌체험농장 개발모형 연구 - 수청마을농장을 중심으로 -)

  • Bark, JS;Kwon, Y.H
    • Journal of Practical Agriculture & Fisheries Research
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    • v.11 no.1
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    • pp.21-33
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    • 2009
  • The agricultural tourism is something that urban people can have an experience of the traditional culture and knowledge of the agriculture, so that it result the improvement of the agricultural profit and keep the special agricultural system. Recently, the demand of the agricultural tourism was increasing, but it was not really enough today that the practice of the tourism for essential farm experience or physical plan. The experiments were practiced by a land in Sucheong-li, Namjong-myun, Gwangju-si, Gyeonggi-do which provides the program for the basic plan and management of the experiential farm, so it shows a developmental model of that typical farm. The basic design of developmental model was formed by the analysis of the natural, civilized and visual environments. The site plan for the experiential farm was composed of a parking lot, public facilities, resting place, experiential site, sports facilities and pedestrian space. There was an examination that the activation of experiential farm should change the concept of the big production or labor-focused farm from a tourism-focused form.

Developmental Disability Animal Model Based on Neonatal Lipopolysaccharide with Altered 5-HT Function

  • Kim, Jae-Goo;Kim, Min-Soo;Lee, Se-Oul;Kim, Gun-Tae;Lee, Jong-Doo;Kim, Dong-Goo
    • The Korean Journal of Physiology and Pharmacology
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    • v.11 no.3
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    • pp.113-119
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    • 2007
  • Developmental disability shows life-long behavioral abnormality with no significant physical malformation. This study was undertaken to develop an animal model for developmental disability by using two-factor approach. Lipopolysaccharide (LPS), a bacterial toxin, and NAN-190, a $5-HT_{1A}$ receptor antagonist, were administered to Sprague-Dawley rats on postnatal day (PND) 5 to induce inflammation and an altered 5-HT system, respectively. Long-term alteration of behavior occurred in the drug-treated groups. The LPS-treated group showed impaired motor coordination in the Rota-rod test. The LPS- treated or both LPS and NAN-190-treated groups showed impaired fore-paw muscle power in the wire maneuver test. These groups also showed decreased white matter volume and increased serotonergic fibers. The LPS and NAN-190-treated group also exhibited neurologic deficit in the placing reaction test and impaired equilibrium function in the tilt table test. The results showed that a variety of altered behaviors can be generated by two factor model, and suggested that combination of important etiologic factors and possible underlying defects is a promising strategy of establishing an animal model for developmental disabilities.

A Predictive Model of Resilience in Mothers of Children with Developmental Disabilities (발달장애아동 어머니의 회복탄력성 예측 모형)

  • Cho, Youyoung;Kim, Hyeonok
    • Journal of Korean Academy of Nursing
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    • v.52 no.4
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    • pp.407-420
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    • 2022
  • Purpose: This structural model study was constructed and verified a hypothetical model to examine the effects of parenting stress, social resources, family resources, and positive coping on resilience among mothers of children with developmental disabilities. Methods: Data were collected using self-report structured questionnaires, from October 19 to October 30, 2018, with 214 mothers caring for children with developmental disabilities under the age of 20 years. Results: In the fitness test results of the hypothesis model, with the fit index 𝛘2 (p) = 69.27 (< .001), and the normed fit indices (𝛘2 = 1.87, GFI = .94, CFI = .97, NFI = .93, and TLI = .95, RMSEA = .06, SRMR = .06), this study satisfies the good fitness in standards. There are seven statistically significant paths among the 10 paths set in the hypothetical model. The explanatory power of parenting stress and social resources, which affects the family resources was 41.4%, the explanatory power of parenting stress, social resources, and family resources affecting the positive coping was 58.9%, and the explanatory power of parenting stress, social resources, family resources, and positive coping affecting resilience was 55.5%. Conclusion: Positive coping, family resources, and social resources of mothers of children with developmental disabilities directly affect their resilience, and parenting stress indirectly affects it. Therefore, to improve the resilience of mothers of children with developmental disabilities, it is necessary to develop a systematic nursing intervention that considers parenting stress, social resources, family resources, and positive coping.

The Trajectories and Predictors of Maternal Post Natal Depressive Symptoms in a High Risk Group, Based on Latent Growth Modeling (우울위험 집단 어머니의 우울 변화궤적 및 예측요인 분석: 잠재성장모형을 중심으로)

  • Lee, Wanjeong;Kim, Gyunhee
    • Korean Journal of Child Studies
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    • v.36 no.3
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    • pp.77-92
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    • 2015
  • The purpose of this study was to employ the Latent Growth Curve Model to investigate the developmental trajectories of maternal depressive symptoms and to identify predictors that might have an effect on change and the level of developmental trajectories. The results of this study indicated that the maternal depressive levels of a high risk group had increased significantly over the past 5 years. The predictors for these developmental trajectories of maternal depressive symptoms were as follows; birth order, maternal prenatal depressive levels, self-esteem, marital satisfaction, parenting stress and the level of family crisis experienced by the high risk group.

The Study on the Development and Analysis of 'Child Growth and Developmental Screening Program' (영유아 성장발달 스크리닝 프로그램의 개발 및 운영결과 분석)

  • Park, In-Sook
    • Korean Parent-Child Health Journal
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    • v.11 no.1
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    • pp.49-60
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    • 2008
  • This is an underlying study for expanding child growth and developmental screening program, which had been implemented as a part of maternal child health service in a certain public health center located in P City. This study attempted to develop system model to discover, consult and follow-up developmental disabilities in children in early stage. For the purpose of providing groundwork for further development of screening program, the system model was analyzed and evaluated. One of the focuses of this study was developing practical tool that can aid small number staffs of public health center to handle large number of patients. 9 types of developmental checklist by key month was developed to support understaffed public health center. These checklists were also supplied to other public health centers, greatly improving qualitative and quantitative development of screening project. Also, the 4-step program of operating and managing child growth and developmental screening was proved to be quite effective. Total 632 children were evaluated and 21 of them were suspected to have developmental problem. Among these children, 8 children were determined to receive regular supervision of public health center. Other 13 children were recommended to visit professional institution, but only 7 of them actually visited institution. Four of these children who visited professional institution are currently receiving treatment, while the other 3 children were determined to require close observation. Five times of screening education were provided to the staffs in public health center and personnel in charge of children in every district public center in P City. The purpose of this training was to improve individuals' capability to implement project and to establish basis for expanding child growth and developmental screening program. The participants were guided to have continuous attention for the project, and their knowledge, skill and recognition were greatly improved through educational training. Also, professional child consulting and education, including lecture for baby food and baby food menu exhibition, were given to parents. Through this opportunity, parents acquired higher understanding about baby food while the local residents' recognition for maternal child health service was greatly improved.

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Relevant Variables of Children's Self-Esteem: Analysis of the Causal Model (아동의 자아존중감 관련변인의 인과모형 분석)

  • Kim, Moon Hae;Kang, Moon Hee
    • Korean Journal of Child Studies
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    • v.20 no.4
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    • pp.195-211
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    • 1999
  • This study investigated developmental trends and sex differences in the relation between children's self-esteem and relevant variables by proposing and testing the causal model. The 763 children who participated in the study were 3rd, 5th, and 7th grade students. Major findings were that physical appearance was the most powerful determinant of self-esteem. Students with high self-esteem were more learning oriented, used more motivational behaviors and had higher academic achievement. The findings from this analysis of the causal model revealed remarkable developmental differentiation and stability.

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Structural Equation Modeling for Quality of Life of Mothers of Children with Developmental Disabilities: Focusing on the Self-Help Model (발달장애아 어머니 삶의 질 구조모형: Self-Help Model을 중심으로)

  • Yang, Mi Ran;Yu, Mi
    • Journal of Korean Academy of Nursing
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    • v.52 no.3
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    • pp.308-323
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    • 2022
  • Purpose: This study aimed to construct and test a predictive model for the quality of life (QOL) in mothers of children with developmental disabilities (DB). The hypothesized model included severity of illness, distress, uncertainty, self-help, and parenting efficacy as influencing factors, QOL as a consequence based on the Braden's Self-Help Model. Methods: The data were collected through a direct and online surveys from 206 mothers in 8 locations, including welfare or daycare centers, developmental treatment centers, and The Parents' Coalition for the Disabled located in two provinces of Korea. Data were analysed using SPSS/WIN 23.0 and AMOS 21.0 program. Results: The fit indices of the predictive model satisfied recommended levels; 𝛘2 = 165.79 (p < .001), normed 𝛘2 (𝛘2/df) = 2.44, RMR = .04, RMSEA = .08, GFI = .90, AGFI = .85, NFI = .91, TLI = .93, CFI = .95. Among the variables, distress (β = - .46, p < .001), parenting efficacy (β = .22, p < .001), and self-help (β = .17, p = .018) had direct effects on QOL. Severity of illness (β = - .61, p = .010) and uncertainty (β = - .08, p = .014) showed indirect effects. The explanatory power of variables was 61.0%. Conclusion: The study results confirm the utility of Braden's Self-Help Model. They provide a theoretical basis for improving QOL in mothers of children with DB. Nursing intervention strategies that can relieve mothers' distress and uncertainty related to disease and enhance parenting efficacy and self-help behavior should be considered.

CK2 phosphorylates AP-2α and increases its transcriptional activity

  • Ren, Kaiqun;Xiang, Shuanglin;He, Fangli;Zhang, Wenfeng;Ding, Xiaofeng;Wu, Yanyang;Yang, Liping;Zhou, Jianlin;Gao, Xiang;Zhang, Jian
    • BMB Reports
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    • v.44 no.7
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    • pp.490-495
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    • 2011
  • Transcription factor AP-$2{\alpha}$ involves in the process of mammalian embryonic development and tumorigenesis. Many studies have shown that AP-$2{\alpha}$ functions in association with other interacting proteins. In a two-hybrid screening, the regulatory subunit ${\beta}$ of protein casein kinase 2 ($CK2{\beta}$) was identified as an interacting protein of AP-$2{\alpha}$; we confirmed this interaction using in-vitro GST pull-down and in-vivo co-immunoprecipitation assays; in an endogenous co-immunoprecipitation experiment, we further found the catalytic subunit ${\alpha}$ of protein casein kinase 2 ($CK2{\alpha}$) also exists in the complex. Phosphorylation analysis revealed that AP-$2{\alpha}$ was phosphorylated by CK2 kinase majorly at the site of Ser429, and such phosphorylation could be blocked by CK2 specific inhibitor 4,5,6,7-tetrabromobenzotriazole (TBB) in a dose-dependent manner. Luciferase assays demonstrated that both $CK2{\alpha}$ and $CK2{\beta}$ enhanced the transcription activity of AP-$2{\alpha}$; moreover, $CK2{\beta}$ increased the stability of AP-$2{\alpha}$. Our data suggest a novel cellular function of CK-2 as a transcriptional co-activator of AP-$2{\alpha}$.