Assessing the influence of safety climate-related factors on safety performance using an Integrated Entropy-TOPSIS Approach

Omidi, Leila; Salehi, Vahid; Zakerian, Seyed Abolfazl; Saraji, J Nasl

doi:10.1080/21681015.2021.1958937

Cited by 14 publications

(9 citation statements)

References 36 publications

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“…In the current study area, the health management of chronic diseases and "family doctor" contracted services for the elderly is not effective, and there is no focus on raising the awareness of their families' supervision. The systematic management of newborns and immunization of children also lacked health promotion and awareness building by professional staff [ 31 ]. On the basis of the needs and assessment of the public, an effective dynamic adjustment mechanism is established based on the changes in the health needs of the population.…”

Section: Discussionmentioning

confidence: 99%

Evaluation of community basic public health service effect in a city in Inner Mongolia Autonomous Region——based on entropy weight TOPSIS method and RSR fuzzy set

Dai,

Jiang,

et al. 2023

Arch Public Health

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Background By analyzing 23 evaluation indicators included in 14 national basic public health service programs in a region of Hohhot City, Inner Mongolia Autonomous Region, China, the performance of basic public health services in the region in 2021 were analyzed to clarify the implementation and conduct of relevant programs. We also use this study as a basis to radiate the work of municipal basic public health services centered on the region and the outstanding problems reflected and to provide theoretical contents and suggestions that can be referred to for the same regions in central and western China as well as worldwide. Methods Using the TOPSIS method as the basis for the data analysis method, the evaluation indexes are ranked in terms of their proximity to the idealized target, and combined with the entropy value method, Technique for order preference by similarity to an ideal solution (TOPSIS) and rank-sum ratio (RSR) were used to rank 14 basic health care providers by grade. A comprehensive evaluation of the performance of basic public health services in a region of Hohhot City, Inner Mongolia Autonomous Region in 2021 was conducted through a joint model of entropy -weighted TOPSIS and RSR, making full use of the characteristics and advantages of the fuzzy joint, and conducting a comprehensive analysis from the perspective of the ratio weight and the method of graded calculation, making the study more distinguishable and measureable. Results In this study, for the regional basic public health services, a total of 23 evaluation indicators of basic public health service projects were included, among which the top three indicators with the weight of the entropy value method indicators were found to include the rate of Chinese medicine health management for the elderly, the rate of health management for the elderly, and the BCG vaccination rate after the analysis of the weight of the indicators; After the entropy-weighted TOPSIS evaluation showed that the Ci values of the regions were found to be between 0.378 and 0.715 through the calculation of the positive and negative ideal values of each indicator; RSR staging method evaluation showed that three community health centers (X2, X10, X12) had excellent evaluations of basic public health services; The number of evaluations as poor and moderate are 2 (X3, X9) and 9 (X1, X4, X5, X6, X7, X8, X11, X13, X14), respectively; Finally, the results of the entropy-weighted TOPSIS method and the fuzzy joint model of RSR staging method are basically consistent with the overall trend of the above two methods, and the reliability and credibility of the research results are high. Conclusion The entropy-weighted TOPSIS and RSR joint model can evaluate the effectiveness of basic public health services in a more comprehensive and holistic way. The results of the RSR staging results and the related weight ratio analysis show that the basic public health service programs in Hohhot, Inner Mongolia Autonomous Region are relatively balanced, but there are some differences; The same genus of elderly Chinese medicine health management rate, health management rate of the elderly, BCG vaccination rate several indicators accounted for a higher weight, its correlation with the key population-related items is high, suggesting that the future key population health service items should be focused on, and future research should be suggested from two key research.

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Section: Discussionmentioning

confidence: 99%

Evaluation of community basic public health service effect in a city in Inner Mongolia Autonomous Region——based on entropy weight TOPSIS method and RSR fuzzy set

Dai,

Jiang,

et al. 2023

Arch Public Health

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“…For all measures, Cronbach's alpha coefficient was used to determine reliability. In this study, the safety performance of healthcare providers was measured using items related to occupational stress, individual resilience, and organizational resilience [57] . A Cronbach's alpha value of 0.70 and above was generally considered acceptable for internal consistency [ 58 , 59 ].…”

Section: Methodsmentioning

confidence: 99%

An MCDM approach to assessing influential factors on healthcare providers’ safe performance during the COVID-19 pandemic: Probing into demographic variables

Salehi,

Moradi,

Omidi

et al. 2023

Journal of Safety Science and Resilience

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“…At the same time, the development countermeasures for the cultivation of college students' crisis response skill are proposed. A study by Omid et al [ 16 ] investigated the impact of security climate and psychosocial safety climate elements on the safety performance of employees in the process industry. The collected data perform average analysis of the MCDM approach.…”

Section: Related Workmentioning

confidence: 99%

Machine Learning‐Based Psychology Evaluation of College Students for Building Innovative Health Service System

Zhang

2022

Journal of Environmental and Public Health

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Leadership psychology among college students is a multidimensional concept that primarily encompasses practical ability, teamwork ability, political literacy, emotional intelligence, etc. At present, a common problem among the surveyed college students is their leadership ability is not strong. Reasons include the lack of leadership-related knowledge and leadership awareness among college students as well as the fact that the public, particularly college educators, do not give leadership training a sufficient attention. Leadership psychology is a primary factor influencing the development of college students. It is necessary to strengthen college students’ leadership education. This work extracts the key factors that influence the leadership of college students by analyzing their big behavior data. The extracted factors include the theoretical knowledge of leadership, practical ability, leadership psychology, home education, and exercise. To evaluate the degrees of these factors influencing the students’ leadership, we develop an advanced multicriteria decision-making framework based on the ENtropy theory and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), called EN-TOPSIS. In EN-TOPSIS, an entropy method is used to determine the criteria weights rather than using the subjective weighting method. Three groups of college students are surveyed and evaluated based on the five factors. Each group contains ten students. The evaluation results show that the leadership of the students is mainly influenced by their practical ability and leadership psychology. The students with the highest evaluation score are recognized as having high levels of leadership.

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Assessing the influence of safety climate-related factors on safety performance using an Integrated Entropy-TOPSIS Approach

Cited by 14 publications

References 36 publications

Evaluation of community basic public health service effect in a city in Inner Mongolia Autonomous Region——based on entropy weight TOPSIS method and RSR fuzzy set

Evaluation of community basic public health service effect in a city in Inner Mongolia Autonomous Region——based on entropy weight TOPSIS method and RSR fuzzy set

An MCDM approach to assessing influential factors on healthcare providers’ safe performance during the COVID-19 pandemic: Probing into demographic variables

Machine Learning‐Based Psychology Evaluation of College Students for Building Innovative Health Service System

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