scholarly journals A Model for the Mental Health Evaluation of Skilled Workers in Technology-Based Companies

2020 ◽  
Author(s):  
Moein Yousefi ◽  
Iman Raeesi Vanani

Abstract Human resources are considered as one of the most valuable assets of an organization. Therefore, the top priorities of organizational managers include paying attention to manpower and providing necessary facilities to bring about satisfaction with workplace and working conditions in the light of mental and physical health. Accordingly, mental health has partly been neglected by managers because it lacks concrete and tangible aspects on the contrary to other organizational dimensions such as buildings and machinery. This study was conducted to achieve the fundamental goal of identifying the aspects and characteristics affecting the mental health of employees at technology-based companies as well as the factors resulting in mental problems and disorders. It was also decided to develop a model to predict affliction or non-affliction with mental problems among employees in the long term. For this purpose, this study focused on data mining techniques in order to identify latent relationships and introduce a prediction model. Therefore, the important and major factors were identified as individual characteristics, occupational characteristics, organizational performance features, and organizational governing culture features in mental health. The analysis and evaluation of results indicated that Classification algorithms managed to predict the mental health of employees with nearly %85 of accuracy. Besides, Clustering algorithms succeeded in dividing the samples into high-risk, medium-risk, and low-risk classes. The designed models can help organizational managers identify the factors affecting the mental health of employees and predict the chances of affliction with mental health disorders to prevent destructive harm to employees and organizations.

2020 ◽  
Vol 22 (1) ◽  
pp. 67-77
Author(s):  
Aditi Veda ◽  
Rishu Roy

Nurses are a stressed group and this may affect their health and work performance. Occurrence of occupational stress among nurses is becoming common and this takes a toll on their health both in terms of physical and mental health. There is minimal research on reducing occupational stress. This study aimed to determine factors of occupation stress within nurses. The present study has been undertaken on 68 employees of hospitals to understand the factors affecting occupational stress. This article reports the major factors that are constituents for occupational stress among nurses of Indore region.


2020 ◽  
Vol 32 (3) ◽  
pp. 497-519 ◽  
Author(s):  
Mehrajunnisa Mehrajunnisa ◽  
Fauzia Jabeen

PurposeThe purpose of this study is identifying and ranking the various antecedents or enablers that will enhance performance through employee suggestion schemes (ESSs) in various sector-specific businesses based in the United Arab Emirates (UAE), an emerging Arab country.Design/methodology/approachThis study employs the analytic hierarchy process (AHP) to prioritize the factors affecting ESS. The AHP model was developed with five criteria and 24 subcriteria based on the interactional theory of organizational creativity. Data were collected through interviews with 27 top-level managers and industry experts from nine government agencies, nine semigovernment agencies, and nine privately owned UAE-based businesses.FindingsThe findings show that leadership support and management style, individual attributes, and corporate strategy are the most important factors that influence performance through ESS.Research limitations/implicationsThe research model had limited dimensions and the findings cannot be generalized. To generalize the findings, the study should be carried out in other GCC countries because of homogeneity in the political, organizational, and sociocultural context. The outcome of the study provides both organizational and managerial implications for the better organizational performance through ESS.Originality/valuePast studies on ESS have neglected the construct of individual characteristics of employees that generate novel ideas. This paper addresses the gap of sector-specific studies by considering that individual attributes of creative people as individuals are the heart of innovation, along with contextual factors that could help organizations to transform innovative engines through ESS. The originality of this research stems from a reliable and valid framework that can be subsequently used for driving performance through ESS. This study is a relevant contribution to both the academic literature and practical implications.


2021 ◽  
Vol 13 (2) ◽  
pp. 810
Author(s):  
Eun Yeong Seong ◽  
Nam Hwi Lee ◽  
Chang Gyu Choi

This study confirmed the general belief of urban planners that mixed land use promotes walking in Seoul, a metropolis in East Asia, by analyzing the effect of mixed land use on the travel mode choice of housewives and unemployed people who make non-commuting trips on weekdays. Using binomial logistic regression of commuting data, it was found that the more mixed a neighborhood environment’s uses are, the more the pedestrians prefer to walk rather than drive. The nonlinear relationship between the land use mix index and the choice to walk was also confirmed. Although mixed land use in neighborhoods increased the probability of residents choosing walking over using cars, when the degree of complexity increased above a certain level, the opposite effect was observed. As the density of commercial areas increased, the probability of selecting walking increased. In addition to locational characteristics, income and housing type were also major factors affecting the choice to walk; i.e., when the residents’ neighborhood environment was controlled for higher income and living in an apartment rather than multi-family or single-family housing, they were more likely to choose driving over walking.


2017 ◽  
Vol 1 (suppl_1) ◽  
pp. 1202-1202
Author(s):  
Y. Park ◽  
D. Son ◽  
K. Park ◽  
E. Park ◽  
Y. Choi

2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Murat Gözüküçük ◽  
Esra Gülen Yıldız

Abstract Background This study aimed to determine the possible prognostic factors correlated with the treatment modalities of tubo-ovarian abscesses (TOAs) and thus to assess whether the need for surgery was predictable at the time of initial admission. Materials and methods Between January 2012 and December 2019, patients who were hospitalized with a TOA in our clinic were retrospectively recruited. The age of the patients, clinical and sonographic presentation, pelvic inflammatory risk factors, antibiotic therapy, applied surgical treatment, laboratory infection parameters, and length of hospital stay were recorded. Results The records of 115 patients hospitalized with a prediagnosis of TOA were reviewed for the current study. After hospitalization, TOA was ruled out in 19 patients, and data regarding 96 patients was included for analysis. Twenty-eight (29.2%) patients underwent surgical treatment due to failed antibiotic therapy. Sixty-eight (70.8%) were successfully treated with parenteral antibiotics. Medical treatment failure and need for surgery were more common in patients with a large abscess (volume, > 40 cm3, or diameter, > 5 cm). The group treated by surgical intervention was statistically older than the patients receiving medical treatment (p < 0.05). Conclusions Although the treatment in TOA may vary according to clinical, sonographic, and laboratory findings; age of patients, the abscess size, and volume were seen as the major factors affecting medical treatment failure. Moreover, TOA treatment should be planned on a more individual basis.


2017 ◽  
Vol 9 ◽  
pp. 184797901771262 ◽  
Author(s):  
Ahmad Adnan Al-Tit

Numerous studies have been conducted to explore the individual effects of organizational culture (OC) and supply chain management (SCM) practices on organizational performance (OP) in different settings. The aim of this study is to investigate the impact of OC and SCM on OP. The sample of the study consisted of 93 manufacturing firms in Jordan. Data were collected from employees and managers from different divisions using a reliable and valid measurement instrument. The findings confirm that both OC and SCM practices significantly predict OP. The current study is significant in reliably testing the relationship between SCM practices and OP; however, it is necessary to consider cultural assumptions, values and beliefs as the impact of OC on OP is greater than the impact of SCM practices. Based on the results, future studies should consider the moderating and mediating role of OC on the relationship between SCM practices and OP.


2015 ◽  
Vol 2015 ◽  
pp. 1-16 ◽  
Author(s):  
Qinghua Li ◽  
Jintao Liu ◽  
Shilang Xu

As one-dimensional (1D) nanofiber, carbon nanotubes (CNTs) have been widely used to improve the performance of nanocomposites due to their high strength, small dimensions, and remarkable physical properties. Progress in the field of CNTs presents a potential opportunity to enhance cementitious composites at the nanoscale. In this review, current research activities and key advances on multiwalled carbon nanotubes (MWCNTs) reinforced cementitious composites are summarized, including the effect of MWCNTs on modulus of elasticity, porosity, fracture, and mechanical and microstructure properties of cement-based composites. The issues about the improvement mechanisms, MWCNTs dispersion methods, and the major factors affecting the mechanical properties of composites are discussed. In addition, large-scale production methods of MWCNTs and the effects of CNTs on environment and health are also summarized.


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