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1.
Artigo em Inglês | MEDLINE | ID: mdl-36141495

RESUMO

Employee turnover causes various organizational disruptions, including economic and social loss and a deficit in organizational knowledge-skill inventory. Considering different forms of organizational disruptions associated with employee turnover, the contemporary literature on organizational sciences has shown serious concern in dealing with the challenge of employee turnover. However, shockingly, the employee turnover rate in the tourism and hospitality sector has been reported to be critically high even at a global level. Moreover, considering the customer-facing nature of this industry, employee turnover has more consequences for the tourism and hospitality sector compared to other segments of the economy. Past literature has acknowledged the role of employee-related corporate social responsibility (ERCSR) activities of an organization in influencing employee behavior. However, a critical knowledge gap in this domain still exists. That is, most of the prior studies tested the impact of ERCSR on positive employee behavior and did not test how ERCSR engagement in an organization may reduce employee turnover intentions, especially in a hospitality context. To fill this knowledge gap, this study aimed to investigate the relationship between ERCSR and employee turnover intentions in a hospitality sector of a developing country. Additionally, the mediating roles of quality of work life and intrinsic motivation were also tested in the above-proposed relationship. The hotel employees were the respondents in this survey who provided their responses related to the study variables on a self-administered questionnaire (n = 278). A hypothetical model was developed and analyzed with the help of the structural equation modeling technique. The results confirmed that ERCSR orientation of a hotel organization significantly reduces the turnover intentions of employees, whereas both quality of work life and intrinsic motivation buffered this association by producing mediating effects. These findings have different theoretical and practical implications, among which the most important implication is to realize the key role of ERCSR in reducing employees' turnover intentions in a hospitality context. Various other implications are discussed in detail.


Assuntos
Intenção , Reorganização de Recursos Humanos , Humanos , Motivação , Turismo , Engajamento no Trabalho
2.
Sci Rep ; 11(1): 21430, 2021 11 02.
Artigo em Inglês | MEDLINE | ID: mdl-34728708

RESUMO

Artificial neural network (ANN) is the main tool to dig data and was inspired by the human brain and nervous system. Several studies clarified its application in medicine. However, none has applied ANN to predict the efficacy of folic acid treatment to Hyperhomocysteinemia (HHcy). The efficacy has been proved to associate with both genetic and environmental factors while previous studies just focused on the latter one. The explained variance genetic risk score (EV-GRS) had better power and could represent the effect of genetic architectures. Our aim was to add EV-GRS into environmental factors to establish ANN to predict the efficacy of folic acid therapy to HHcy. We performed the prospective cohort research enrolling 638 HHcy patients. The multilayer perception algorithm was applied to construct ANN. To evaluate the effect of ANN, we also established logistic regression (LR) model to compare with ANN. According to our results, EV-GRS was statistically associated with the efficacy no matter analyzed as a continuous variable (OR = 3.301, 95%CI 1.954-5.576, P < 0.001) or category variable (OR = 3.870, 95%CI 2.092-7.159, P < 0.001). In our ANN model, the accuracy was 84.78%, the Youden's index was 0.7073 and the AUC was 0.938. These indexes above indicated higher power. When compared with LR, the AUC, accuracy, and Youden's index of the ANN model (84.78%, 0.938, 0.7073) were all slightly higher than the LR model (83.33% 0.910, 0.6687). Therefore, clinical application of the ANN model may be able to better predict the folic acid efficacy to HHcy than the traditional LR model. When testing two models in the validation set, we got the same conclusion. This study appears to be the first one to establish the ANN model which added EV-GRS into environmental factors to predict the efficacy of folic acid to HHcy. This model would be able to offer clinicians a new method to make decisions and individual therapeutic plans.


Assuntos
Algoritmos , Ácido Fólico/uso terapêutico , Marcadores Genéticos , Predisposição Genética para Doença , Hiper-Homocisteinemia/tratamento farmacológico , Redes Neurais de Computação , Idoso , Feminino , Humanos , Hiper-Homocisteinemia/genética , Hiper-Homocisteinemia/patologia , Masculino , Estudos Prospectivos , Fatores de Risco , Resultado do Tratamento
3.
International Eye Science ; (12): 1663-1666, 2019.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-750475

RESUMO

@#AIM: To discuss the effect and mechanism of melatonin on diabetic retinopathy in rats and its mechanism.<p>METHODS:Totally 40 healthy male SD rats were choose and randomly divided into 4 groups, normal control group, diabetid group, low dose melatonin group and high dose melatonin group. The changes of retinal structure were observed by hematoxylin-eosin staining(HE staining), ultrastructure of retinal ganglion cells were observed by electron microscopy, superoxide dismutase(SOD)and malondialdehyde(MDA)level in the retina tissue were detected by xanthine oxidase method, and protein expression levels of B cell lymphoma/lewkmia-2(Bcl-2), Bcl-2 associated X protein(Bax)and P53 were detected by Western Blot.<p>RESULTS: HE staining results showed that the rat retina tissue structure of the normal control group was clear, the retinal tissue of diabetes group rats were not clear, the nerve fiber layer was edema, the retina cells of low dose melatonin group were probably distinct, the interlayer cells were arranged neatly, and the inner and outer nuclear layers were slightly disordered, rats retinal structure in high dose melatonin group were further improved than that in low dose melatonin group; Electron microscope results showed that compared with diabetes group, retinal ganglion cells form in melatonin group were improved in different extent; Xanthine oxidase method detected that SOD level in retinal tissue of melatonin group rats were higher than that in diabetic group, the MDA level were lower than that in diabetic group, compared with diabetes group the differences both have statistically significant(<i>P</i><0.05); Western blot results showed that the protein expression of Bcl-2 in low dose and high dose melatonin group gradually decreased, Bax and P53 protein expressions increased significantly, compared with diabetic group the differences were statistically significant(<i>P</i><0.05).<p>CONCLUSION: Melatonin could improve the morphological changes of retina in diabetic rats and inhibit diabetic retinopathy to some extent.

4.
BioData Min ; 10: 6, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28191039

RESUMO

BACKGROUND: Aldolase A (ALDOA) is one of the glycolytic enzymes primarily found in the developing embryo and adult muscle. Recently, a new role of ALDOA in several cancers has been proposed. However, the underlying mechanism remains obscure and inconsistent. In this study, we tried to investigate ALDOA-associated (AA) genes using available microarray datasets to help elucidating the role of ALDOA in cancer. RESULTS: In the dataset of patients with non-small-cell lung cancer (NSCLC, E-GEOD-19188), 3448 differentially expressed genes (DEGs) including ALDOA were identified, in which 710 AA genes were found to be positively associated with ALDOA. Then according to correlation coefficients between each pair of AA genes, ALDOA-associated gene co-expression network (GCN) was constructed including 182 nodes and 1619 edges. 11 clusters out of GCN were detected by ClusterOne plugin in Cytoscape, and only 3 of them have more than three nodes. These three clusters were functionally enriched. A great number of genes (43/79, 54.4%) in the biggest cluster (Cluster 1) primarily involved in biological process like cell cycle process (Pa = 6.76E-26), mitotic cell cycle (Pa = 4.09E-19), DNA repair (Pa = 1.13E-04), M phase of meiotic cell cycle (Pa = 0.006), positive regulation of ubiquitin-protein ligase activity during mitotic cell cycle (Pa = 0.014). AA genes with highest degree and betweenness were considered as hub genes of GCN, namely CDC20, MELK, PTTG1, CCNB2, CDC45, CCNB1, TK1 and PSMB2, which could distinguish cancer from normal controls with ALDOA. Their positive association with ALDOA remained after removing the effect of HK2 and PKM, the two rate limiting enzymes in glycolysis. Further, knocking down ALDOA blocked breast cancer cells in the G0/G1 phase under minimized glycolysis. All suggested that ALDOA might affect cell cycle progression independent of glycolysis. RT-qPCR detection confirmed the relationship of ALDOA with CDC45 and CCNB2 in breast tumors. High expression of the hub genes indicated poor outcome in NSCLC. ALDOA could improve their predictive power. CONCLUSIONS: ALDOA could contribute to the progress of cancer, at least partially through its association with genes relevant to cell cycle independent of glycolysis. AA genes plus ALDOA represent a potential new signature for development and prognosis in several cancers.

5.
Chinese Journal of Cardiology ; (12): 872-877, 2008.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-355874

RESUMO

<p><b>OBJECTIVE</b>To determine the cardiac and renal arteriolar pathological changes in autopsied elderly hypertensive patients with left ventricular hypertrophy (LVH).</p><p><b>METHODS</b>Autopsy samples from 25 essential hypertension (EH) patients with LVH aged over 60 years and age-matched 8 controls were analyzed. LVH was further divided into three degrees from I to III according to left ventricular free wall thickness in EH patients. Quantitative measurements of arteriolar morphometric parameters in heart and kidney were performed under light microscope with computer image analysis post HE and Masson staining. The lesion index and plasma albumen infiltration of arteriole were evaluated by the semiquantitative method.</p><p><b>RESULTS</b>The inner diameter (ID) and luminal cross-sectional area (LCSA) were significantly decreased while wall thickness (WT), wall cross-sectional area (WCSA), ratio of WCSA to LCSA (WCSA/LCSA) and ratio of WT to ID (WT/ID) were significantly increased in EH patients in proportion to LVH degree. Both cardiac and renal arterioles WCSA/LCSA and WT/ID were significantly decreased with increasing outer diameters (OD). Under the same OD rang, the pathological changes were more significant in the renal arterioles compared to those in the cardiac arterioles (P < 0.05). The arteriolar lesion index and the plasma albumen infiltration index of cardiac and renal arterioles in EH group were significantly higher than those in the control group (P < 0.01) and the arteriolar lesion index and the plasma albumen infiltration of arteriole in the renal tissue were significantly higher than those in the cardiac tissue (P < 0.01).</p><p><b>CONCLUSION</b>Concentric remodeling occurs in the cardiac and renal arterioles of EH patients in proportion to LVH degree and renal arterioles lesions were significantly severer than that of cardiac arterioles in EH patients with LVH.</p>


Assuntos
Idoso , Humanos , Autopsia , Coração , Hipertrofia Ventricular Esquerda , Rim
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