scholarly journals Factor Analysis of the Income of the Trade Service Company Based on its Sensitivity Evaluation

2020 ◽  
Vol 11 (4) ◽  
pp. 1305
Author(s):  
I.V. PETRUCHENYA ◽  
E.A. BATRAEVA ◽  
J.J. SUSLOVA ◽  
A.V. VOLOSHIN ◽  
M.D. BATRAEV
Keyword(s):  
Factor Analysis ◽  
Resource Potential ◽  
Service Company ◽  
Sensitivity Evaluation ◽  
Main Emphasis ◽  
Analytical Work ◽  
Gross Income ◽  
The Impact

The issues of improving the methods for analyzing the income of the service company by the example of trade are discussed in the article. The main emphasis in the study is made on the factor analysis of gross income: a classification of factors into overt and latent is proposed for calculating the coefficients of its sensitivity to changes in factors by various methods, for ranking them by significance, and estimating the impact of changes in resource potential on income. The proposed additional areas of revenue analysis will improve the quality of analytical work and allow to take a more informed approach to the development of areas for their growth.

The impact of different parameter sets on the classification of asteroid types

2021 ◽  
Author(s):  
Hanna Klimczak ◽  
Wojciech Kotłowski ◽  
Dagmara Oszkiewicz ◽  
Francesca DeMeo ◽  
Agnieszka Kryszczyńska ◽  
...  
Keyword(s):  
Gradient Boosting ◽  
Support Vector ◽  
Multilayer Perceptrons ◽  
Machine Learning Methods ◽  
Vector Machines ◽  
Science Centre ◽  
The Difference ◽  
The Impact

<p>The aim of the project is the classification of asteroids according to the most commonly used asteroid taxonomy (Bus-Demeo et al. 2009) with the use of various machine learning methods like Logistic Regression, Naive Bayes, Support Vector Machines, Gradient Boosting and Multilayer Perceptrons. Different parameter sets are used for classification in order to compare the quality of prediction with limited amount of data, namely the difference in performance between using the 0.45mu to 2.45mu spectral range and multiple spectral features, as well as performing the Prinicpal Component Analysis to reduce the dimensions of the spectral data.</p> <p> </p> <p>This work has been supported by grant No. 2017/25/B/ST9/00740 from the National Science Centre, Poland.</p>

scholarly journals A new classification of foods based on the extent and purpose of their processing

2010 ◽  
Vol 26 (11) ◽  
pp. 2039-2049 ◽  
Author(s):  
Carlos Augusto Monteiro ◽  
Renata Bertazzi Levy ◽  
Rafael Moreira Claro ◽  
Inês Rugani Ribeiro de Castro ◽  
Geoffrey Cannon
Keyword(s):  
Processed Food ◽  
Industrial Processing ◽  
Daily Food ◽  
Group 3 ◽  
Group 2 ◽  
Probabilistic Sample ◽  
The Impact ◽  
Group 1

This paper describes a new food classification which assigns foodstuffs according to the extent and purpose of the industrial processing applied to them. Three main groups are defined: unprocessed or minimally processed foods (group 1), processed culinary and food industry ingredients (group 2), and ultra-processed food products (group 3). The use of this classification is illustrated by applying it to data collected in the Brazilian Household Budget Survey which was conducted in 2002/2003 through a probabilistic sample of 48,470 Brazilian households. The average daily food availability was 1,792 kcal/person being 42.5% from group 1 (mostly rice and beans and meat and milk), 37.5% from group 2 (mostly vegetable oils, sugar, and flours), and 20% from group 3 (mostly breads, biscuits, sweets, soft drinks, and sausages). The share of group 3 foods increased with income, and represented almost one third of all calories in higher income households. The impact of the replacement of group 1 foods and group 2 ingredients by group 3 products on the overall quality of the diet, eating patterns and health is discussed.

Using the International Classification of Functioning to Conceptualize Quality of Life Among Rehabilitation Services Recipients

2014 ◽  
Vol 28 (1) ◽  
pp. 2-23 ◽  
Author(s):  
Allison R. Fleming ◽  
Michael J. Leahy
Keyword(s):  
Quality Of Life ◽  
Social Impact ◽  
Health Condition ◽  
International Classification ◽  
International Classification Of Functioning ◽  
Her Family ◽  
Relational Support ◽  
The Impact

Researchers and policy makers have proposed that quality of life (QOL) is an important and useful way to measure the impact of services, although practical application of QOL in rehabilitation has been limited. In this study, a comprehensive framework (the International Classification of Functioning [ICF]) is used to compare the relationship between QOL and function in key life areas in a sample of adults with disabilities receiving vocational services (n = 224). Results of a multiple regression analysis indicated that level of education, duration of disability, difficulty with social relationships and inclusion, the impact of the disability or health condition on the person or his or her family, and relational support and attitudes of family, friends, and acquaintances showed significant relationships with QOL. This study highlights the role of the social impact of disability on QOL and provides support for the use of the ICF for conceptualizing disability and its impact in a way that is inclusive of personal and environmental factors.

scholarly journals Strengths, weaknesses, opportunities, threats analysis on choice of multi chamber bag or compounded parenteral nutrition

2020 ◽  
Vol 11 (SPL4) ◽  
pp. 2298-2303
Author(s):  
Sahar Elnajjar ◽  
Dixon Thomas ◽  
Osama Tabbara ◽  
Danial Baker
Keyword(s):  
Decision Making ◽  
Parenteral Nutrition ◽  
Swot Analysis ◽  
Scale Up ◽  
Multiple Stakeholders ◽  
Scale Down ◽  
Internal And External Factors ◽  
The Impact

Reasons for choosing parenteral nutrition (PN) products depend on healthcare institutions internal and external factors. A decision to start, continue, scale-up, scale down, or stop compounding of PN involves multiple stakeholders. This study is an effort to analyze such factors and recommendations on decision-making. A strength, weakness, opportunities, threats (SWOT) analysis was prepared in consultation with major PN providers in the UAE and comparing to international best practices. Based on the SWOT analysis, a set of recommendations was prepared using the GRADE system (classification of quality of evidence and strength of recommendation). Feedback on the SWOT analysis and recommendations were collected from the PN providers. The SWOT analysis and recommendations address aspects of the choice of MCB-PN or compounded PN. It includes considerations on PN indication, availability of ingredients, types of patients, safety, and cost management with labor, automation, and outsourcing. It was received well. The SWOT analysis and recommendations are useful in decision-making in complex therapy like PN. It helps in institutional decisions on choices of MCB-PN or compounded PN. The impact of the recommendations is to be measured in the future.

scholarly journals The Relation of Allergic Rhinitis Classification with IL-5 on The Aller-gic Rhinitis

2019 ◽  
Vol 2 (3) ◽  
pp. 123-127
Author(s):  
Ismayani
Keyword(s):  
Quality Of Life ◽  
Clinical Symptoms ◽  
Mean Value ◽  
P Value ◽  
Significant Relation ◽  
Cross Sectional ◽  
The Mean ◽  
The Impact

IL-5 is an important role cytokine on the RA. IL-5 has an important role on eosinophils. ARIA-WHO made classification of RA based on how long the clinical symptoms and the impact on quality of life. The aim of this study was to know the classification of RA with IL-5 on RA study. This study used a cross-sectional method with 39 samples. The examination of IL-5 used ELISA. The highest classification of RA was medium-severe persistent of 43.58% with the mean value IL-5 was 56.25 pg/ml. Based on the test of Kruskal Wallis, it was obtained p-value = 0.664. Conclusion: There was no significant relation between classification RA and IL-5.  

FACTOR ANALYSIS IN THE SMALL BUSINESS MANAGEMENT SYSTEM

2021 ◽  
Vol 3 (10) ◽  
pp. 57-62
Author(s):  
Yu. V. Korechkov ◽  
◽  
V. A. Kvasha ◽  
V. A. Kozlov ◽  
◽  
...  
Keyword(s):  
Factor Analysis ◽  
Small Business ◽  
Management System ◽  
Business Development ◽  
Small Enterprises ◽  
Market Failures ◽  
Small Business Development ◽  
Logical Method ◽  
The Impact

The article examines the elements of factor analysis in the management system of small and individual entrepreneurship. It is shown that factor analysis shows the degree of influence of each variable on the financial condition of a small enterprise and individual entrepreneurs. It is revealed that the transformation of approaches to managing the economy of small enterprises and individual entrepreneurs can improve the efficiency of their activities, competitiveness in the market environment, which will lead to an increase in the socio-economic importance of the small business sector. The classification of external and internal factors of the development of small business and individual entrepreneurship is given. The analysis of the factors of small business development showed that in an unstable economic situation and the emergence of crisis phenomena in the economy, the sustainability of small business depends on the implementation of the totality of all factors. The study uses a systematic approach to conducting factor analysis, statistical and graphical methods of research. The concept of factor analysis has been clarified, the author’s classification of factors for the development of small business has been given. The impact of market failures on the activities of small enterprises and individual entrepreneurs was identified on the basis of the structural and logical method. The use of the structural-logical method allowed us to identify market failures that have an impact on small businesses. The importance of small business development infrastructure is revealed, which ensures the active interaction of all its elements, strengthens the feedback between business and government structures.

Institutionalization of Accounting and Auditing Services in Ukraine: Genesis, Evaluation, Analysis

2021 ◽  
Vol 12 (3) ◽  
pp. s123-s137
Author(s):  
Olena Antoniuk ◽  
Petro Kutsyk ◽  
Iryna Brodska ◽  
Olena  Kolesnikova ◽  
Nataliya Struk
Keyword(s):  
Statistical Data ◽  
National Level ◽  
Legal Regulation ◽  
Professional Organization ◽  
Actual Structure ◽  
Normative Documents ◽  
Separate Area ◽  
The Impact

The purpose of the article is to consider the impact of institutionalization processes and regulations on the development of accounting and auditing services. The research is based on the analysis of the development of the institutional framework for the provision of audit services. Comparisons of the composition of regulatory support with the actual structure of accounting and auditing services on the basis of statistical data of the Audit Chamber of Ukraine for the period from 2011 to 2019 indicate the problems in institutional support. The purpose of the article is to answer the questions: 1) whether the legislative regulation has an impact on the volume of orders for statutory audit; 2) how the regulations have influenced the development of methodological support for the provision of audit services; 3) whether the practice and theory of audit services need convergence at the institutional level. The authors correlate  classification of audit services in normative documents, including documents of the professional organization of auditors. The issue of institutionalization is considered in the context of the interaction of accounting problems at the national level in Ukraine and the practice of auditors. It has been proven that the provision of accounting services and services is a priority in the activities of auditors. A separate area of research is the institutional principles of activity, requirements for quality of work. The study indicated a decrease in the number of audit entities in Ukraine. The results of the study have shown that there are differences between legal regulation and practice. The conclusion of this paper helps to identify vectors in the development of a regulatory framework of audit services national level.

scholarly journals ICF-Based Analysis of Communication Disorders in Dementia of Alzheimer's Type

2015 ◽  
Vol 5 (3) ◽  
pp. 459-469 ◽  
Author(s):  
Mohamad Basheer Badarunisa ◽  
Daly Sebastian ◽  
Raghunath Rao Rangasayee ◽  
Baby Kala
Keyword(s):  
Communication Disorders ◽  
Activity Participation ◽  
Communication Disorder ◽  
Study Results ◽  
Dementia Of Alzheimer’S Type ◽  
Severe Degree ◽  
Age Range ◽  
The Impact

Purpose: Dementia of Alzheimer's type (DAT) is a major cognitive communication disorder. The present study attempted to analyse communication disorders in DAT in the International Classification of Functions (ICF) framework. The study investigated the impact of the severity of communication disorders in persons with DAT on activity participation and environment components of the ICF. Method: Thirty bilingual individuals with DAT in the age range of 65-88 years were classified into three groups of mild, moderate and severe degree of dementia. Forty-three items of the American Speech-Language-Hearing Association Functional Assessment of Communication Skills for Adults (ASHA FACS) were linked to the ICF framework. A few additional items were also added for a complete profiling of DAT. A total of 50 (ASHA FACS + ICF) items were rated and administered for the purpose of the study. Results: The study revealed a disproportionate impact of the severity of DAT on activity participation and environment components of the ICF. Conclusion: The present study investigated the utility of the ICF framework for profiling the functionality of persons with DAT. This profiling highlighted the need for ensuring effective communication and quality of life in the DAT population.

Research on Self-Propelled High Spray Machine Steel Stamping Forming

2013 ◽  
Vol 670 ◽  
pp. 128-136
Author(s):  
R.H. Zhang ◽  
H. Miao
Keyword(s):  
Factor Analysis ◽  
Friction Coefficient ◽  
Single Factor ◽  
Actual Production ◽  
Orthogonal Experiments ◽  
Machine Steel ◽  
Single Factor Analysis ◽  
The Impact ◽  
Process Combination

In this paper through simulation a single factor analysis and research four parameters of Self-propelled high Spray Machine steel stamping forming ,including die gap(), die radius(r), friction coefficient(f) and drawbead height(h), on the impact of sheet forming. Considering the defects of steel forming in the actual production, the most important parameters is determined and four parameters and three level orthogonal experiments are carried out. The drawbead height (h) is the most important parameter affecting in steel forming that should be strictly controlled in the actual production. The die gap () is secondary. The die radius (r) and the friction coefficient (f) affect the least. In order to improve the quality of stamping, the3r2f3h3 process combination should be adopted, which provided some theoretical guidance in actual production

Recent friendships in anxious and depressed school age children

1989 ◽  
Vol 19 (1) ◽  
pp. 165-174 ◽  
Author(s):  
I. M. Goodyer ◽  
C. Wright ◽  
P. M. E. Altham
Keyword(s):  
Emotional Disorders ◽  
Structured Interview ◽  
Emotional Disorder ◽  
School Age Children ◽  
Consecutive Series ◽  
School Age ◽  
Community Controls ◽  
The Impact

SynopsisA consecutive series of school age children (7 to 16 years) with emotional disorders (N = 100) were compared with a series of community controls (N = 100) matched for age, sex and social class for the quality of their friendships. A semi-structured interview was developed to measure the quality of friendship for this purpose. Significantly more (48%) children with emotional disorder were likely to be rated as experiencing moderate to poor friendships in the 12 months prior to the onset of symptoms than were controls (16%) in the 12 months prior to interview. Prepubertal children with moderate to poor friendship patterns were classified as either predominantly anxious or depressed. Postpubertal children with moderate to poor friendships patterns were, in contrast, predominantly anxious. These findings suggest that puberty denotes a point of change for the impact of friendship deficits on the psychopathology of emotional disorder. There were no sex differences in the clinical classification of children with moderate or poor friendship patterns.

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