scholarly journals The Use of Multidimensional Statistical Analysis Methods in the Burnout Study of Teachers and Lecturers at Universities

2020 ◽  
Vol 20 (1) ◽  
pp. 45-61
Author(s):  
Iwona Bąk ◽  
Katarzyna Wawrzyniak
Keyword(s):  
Mental Health ◽  
Statistical Analysis ◽  
Correspondence Analysis ◽  
Well Being ◽  
Mental Condition ◽  
Occupational Burnout ◽  
Analysis Methods ◽  
University Lecturers ◽  
The Impact ◽  
Statistical Analysis Methods

AbstractResearch background: The study was conducted and based on the project The assessment of mental condition, financed by the Ministry of Health as part of the National Health Program for 2016–2020 (operational objective 3: Prevention of mental health problems and improvement of mental well-being of society). The article focuses on a group of teachers and university lecturers from eight voivodeships selected for the study, whereas burnout was selected from the areas of mental disorders.Purpose: The main objective of the study was to identify the regularities in the relationship between the level of professional burnout and selected demographic characteristics in the group of teachers and university lecturers. Additionally, the spatial diversity of the percentage of respondents diagnosed with occupational burnout was examined.Research methodology: Two methods from the multi-dimensional statistical analysis were used: a classification tree analysis, and a correspondence analysis.Results: The methods used allowed to classify the studied professional group in terms of the degree of occupational burnout. The results obtained using both the classification trees and multidimensional correspondence analysis allowed the identification of similar regularities regarding the impact of demographic variables on the level of occupational burnout.Novelty: The application of multidimensional statistical analysis methods to study mental health based on individual, unique data from eight Polish voivodeships.

RELATIONSHIP BETWEEN QUALITY OF LIFE AND MENTAL HEALTH OF PEOPLE WITH TYPE II DIABETES IN RURALAREAS

2021 ◽  
pp. 35-37
Author(s):  
Selvakumar Jagannathan ◽  
Kannan Ramiah ◽  
Valarmathy Selvakumar
Keyword(s):  
Quality Of Life ◽  
Mental Health ◽  
Type Ii Diabetes ◽  
Well Being ◽  
World Health ◽  
Mental Condition ◽  
Type Ii ◽  
The Impact ◽  
The Relationship

Background:For populations with chronic disease, measurement of QOLprovides a meaningful way to determine the impact of health care when cure is not possible. Revicki and colleagues (2000) dene QOL as "a broad range of human experiences related to one's overall well-being. It implies value based on subjective functioning in comparison with personal expectations and is dened by subjective experiences, states and perceptions. The World Health Organization (2010) denes mental health as a state of positive mental condition in which one realizes his/her capabilities, manages the life stresses, put effort effectively and efciently, and is competent enough to put some contribution to his/her society. According to mental health model (Veit & Ware, 1983), there are two components of mental health, rst is psychological well-being and the other is psychological distress. Therefore, studying the relationship between quality of life and mental health of People with type II diabetes will reveal that to what extend a good quality of life have a relationship in maintaining better mental health in order to cope up with diabetes complications. Objective:The present study was undertaken to know the relationship between quality of life and mental health of people with Type II diabetes. Sample: 30 Type II diabetes were selected from the Diabetes Management Clinic in Rural areas for the assessment of quality of life and mental health. Methodology:The quality of life was assessed using “The Quality of Life Scale (QOLS)” by John Flanagan (1970) and Mental health was assessed using “Mental health inventory (MHI)-18 items by Veit and ware (1983). Finding and Conclusion: The study revealed that there is a signicant relationship between quality of life and mental health of people with Type II diabetes

scholarly journals Statistical Accounting as a Digital Measure of the Development of the Region's Adaptation Potential Under Sanctions

2020 ◽  
Vol 17 (6) ◽  
pp. 10-21
Author(s):  
N. D. Kremlev
Keyword(s):  
Statistical Analysis ◽  
Social Economic ◽  
Federal District ◽  
Theoretical Research ◽  
Digital Measurement ◽  
Adaptive Potential ◽  
Adaptation Potential ◽  
Analysis Methods ◽  
The Impact ◽  
Statistical Analysis Methods

The purpose of the study is to substantiate the tools for digital measurement of the development of the adaptive potential of the region's population under sanctions using economic and statistical analysis methods. The study uses statistical characteristics that are suitable for creating a model of interaction between internal and external adaptation systems of the region's population. It is assumed that the adaptive potential of a person is determined by the amount of stress they experience over a certain period of time. To characterize the relative values of stress, the theory of population needs is used, in particular: natural-physiological, demographic, social, economic and organizational. The region's adaptive potential includes demographic, labor, social, economic, industrial, organizational, and other types. The materials and methods of the research are the application of official data of the Federal State Statistics Service using economic and statistical analysis methods, structural and dynamic analysis of indicators, as well as methods of theoretical research in the form of generalization, comparison, aggregation and special analytical procedures.According to the results of the review of theoretical approaches, it is concluded that the adaptive potential can be described as a complex object of research. Based on physiological, socio-demographic, activity, economic and other approaches, the author developed and proposed a model for digital measurement of the development of the region's adaptive potential under sanctions. The concept of adaptive potential is clarified as the ability (potency) of population organisms, resources of enterprises and territories, their specific capabilities to produce benefits and change (to adapt) to any situation. A model of interaction between internal and external systems of population adaptation, a method for calculating the aggregate index of development of the region's adaptation potential, and a matrix for estimating the growth rate (weights) of its elements are developed. Analysis of the measurement of the aggregated indices confirmed the assumption about the impact of foreign sanctions on the degree of adaptation of the population of the country's regions. For example, in 2015, the index of adaptive capacity decreased to negative values in all regions of the Ural Federal District and some in the Central Federal District and in subsequent years there was a gradual adaptation of regions to sanctions. The results obtained expand the understanding of the impact of sanctions on the adaptation of the population of regions; they can be used to diagnose socio-economic processes; develop practical recommendations for improving regional policies and strategies for sustainable development in the face of sanctions and other challenges of the time. The considered approach is linked to the tasks set for the Russian system of state statistics in the framework of the program "Digital economy of the Russian Federation".

scholarly journals Psychological Effects of Secondary Prisonization on Older Parents

2021 ◽  
Author(s):  
Luixa Reizabal ◽  
Iñaki Garcia ◽  
Eneko Sansinenea ◽  
Ainize Sarrionandia ◽  
Elsa Fernández ◽  
...  
Keyword(s):  
Statistical Analysis ◽  
Adult Children ◽  
Negative Impact ◽  
Spontaneous Speech ◽  
Well Being ◽  
Psychological Effects ◽  
Speech Analysis ◽  
Older Parents ◽  
Analysis Methods ◽  
The Impact

Abstract Secondary prisonization refers to the impact of the incarceration of a relative on the members of their family. This study aimed to analyze the psychological effects of secondary prisonization on older parents. Specifically, levels of depression, anxiety, stress, and well-being (emotional, psychological, and social) were analyzed by means of quantitative and automatic speech analysis methods in a sample of over 65-year-old parents of Basque prisoners incarcerated in remote prisons. The statistical analysis of data and the automatic spontaneous speech analysis showed that secondary prisonization has a negative impact on older parents’ levels of depression, anxiety, stress, and well-being. These results lead us to conclude that remote imprisonment of adult children has negative psychological effects on older parents.

The economy of the Chukotka Autonomous Okrug: On the path from monodependence to diversification

2020 ◽  
Vol 18 (4) ◽  
pp. 662-674
Author(s):  
S.G. Serikov
Keyword(s):  
Economic Development ◽  
Statistical Analysis ◽  
Gross Regional Product ◽  
Key Factors ◽  
Economic Problems ◽  
Analysis Methods ◽  
Socio Economic Development ◽  
Regional Product ◽  
Statistical Analysis Methods

Subject. This article explores the changes in the economic development of the Chukotka Autonomous Okrug during the Soviet and post-Soviet periods. Objectives. The article aims to identify trends and features of the socio-economic development of the Chukotka Autonomous Okrug. Methods. For the study, I used the comparative, computational, constructive, and statistical analysis methods. Results. The article reveals key factors in the growth of the Chukotka Autonomous Okrug's gross regional product and the economic challenges to the region. As well, the article considers and proposes some possible options for further socio-economic development of the Okrug. Conclusions. The Okrug's current socio-economic problems are caused by not objective reasons only, but subjective factors, as well.

RISK FACTORS FOR THE DEVELOPMENT OF INITIAL MANIFESTATIONS OF ATHEROGENIC CARDIOVASCULAR DISEASES IN PERSONNEL OF CHEMICALLY HAZARDOUS FACILITIES

2017 ◽  
pp. 2-7 ◽  
Author(s):  
V. A. Gorichny ◽  
D. Yu. Serdukov ◽  
A. V. Yazenok ◽  
A. V. Nosov ◽  
G. G. Zagorodnikov ◽  
...  
Keyword(s):  
Risk Factors ◽  
Statistical Analysis ◽  
Cardiovascular Diseases ◽  
Organophosphorus Compounds ◽  
Atherogenic Dyslipidemia ◽  
Chemical Weapons ◽  
Analysis Methods ◽  
High Incidence ◽  
And Control ◽  
Statistical Analysis Methods

An outpatient examination of 530 employees engaged in work with chemical weapons related to organophosphorus compounds at chemically hazardous facilities was carried out. Risk factors for the development of cardiovascular diseases of atherogenic etiology among personnel of the facilities were studied in relation to the type of work performed using statistical analysis methods. When assessing the lipidogram, a high incidence of atherogenic dyslipidemia in a group of personnel involved in the storage of chemical weapons was found out in comparison with a group of people engaged in the destruction and control of chemical weapons (73.1 vs 61.2 vs 59.6%, p

scholarly journals OP0082-PARE THE EFFECT COVID-19 HAS ON THE MENTAL HEALTH OF PEOPLE LIVING WITH RHEUMATIC DISEASES. FROM DATA TO INTERVENTIONS.

2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 44-45
Author(s):  
S. Mingolla ◽  
A. Celano ◽  
M. Santopietro
Keyword(s):  
Mental Health ◽  
Rheumatic Diseases ◽  
Rare Diseases ◽  
Psychological Impact ◽  
Well Being ◽  
Total Sample ◽  
Support Service ◽  
Health Condition ◽  
National Association ◽  
The Impact

Background:Covid-19 has had an important impact on the mental health conditions of over 5 million Italians suffering from one of the over 150 rheumatic diseases. In order to understand the psychological impact of the Covid-19 emergency and the restrictions imposed to counter it, the Italian National Association of People with Rheumatic and Rare Diseases – APMARR APS launched the research “Living with a rheumatic pathology”.Objectives:Gather data directly from Italian patients about the impact of the COVID-19 and consequent restrictions on their mental health and feelings; evaluate the most effective intervention to be implemented to face the pandemic by Patients organization.Methods:A qualitative-quantitative survey was carried out through a questionnaire administered throughout the national territory to a sample of N = 1,001 people. The people invited to complete the questionnaire were women (55,9%) and men (44,1%), aged 18-85 years (age 18-41=26,7%; age 42-65=64%; age >65=9,3%) with at least one rheumatic pathology. The questionnaire was made up of 39 questions, of which 29 were closed and 10 were open. For the administration of the questionnaires, the CAWI (Computer Aided Web Interview) methodology of on-line survey was used. The 1,001 interviews were carried out from 7 to 14 August 2020.Results:More than 4 out of 10 people (total sample 44.2%; male 60%, female 35,7%; age 18-41=39,1%; age 42-65=45,9%; age >65 = 50%) declared that the emergency period has somehow caused a worsening of their health condition. People declared that the deterioration of their health is due to the emergency period for the following reasons: 1) Psychological: such as stress and anxiety: “Too much stress and anxiety made the symptoms worse.”; “The stress of the quarantine affected my problem”; “Insomnia. Nervousness. General ailments. Depression. Strong stress” 2) Inability to perform physiotherapy and motor activities due to the lockdown 3) Postponement of examinations, visits and checks 4) remote working, in some cases described as harmful for people’s mental and physical health: “Due to Covid19 I had to do remote working and I worked even 12 hours a day including holidays to the detriment of my family life”.Furthermore, from January 31, 2020 a significant increase emerged in communication problems with rheumatology specialist compared to the period before the emergency due to Covid-19. The sharp increase may be due to the situation of severe psychological stress to which also the doctors were subjected in the emergency phase: people could not find the comfort of being empathically listened to.Conclusion:The research shows that the most frequent symptoms among people with rheumatic diseases were depression and high levels of anxiety due to strong emotional stress. Psychological malaise caused direct effects in worsening the symptoms of rheumatic disease as well as other related effects, for example, insomnia. The forced isolation due to the lockdown has made people lack the social support that is fundamental for the psychological well-being especially for those suffering from some chronic pathology. Starting from the data collected, APMARR promptly activated a completely free psychological support service with 6 professional psychologists, two of them specialized in emergency psychology. The service is accessible online and is still going on for all who are not able to overcome the anxiety and fear related to the pandemic and its evolution. Thousands of accesses to the service have been measured to date.References:S Mingolla1, A Celano1, M Santopietro2[1]NATIONAL ASSOCIATION OF PEOPLE WITH RHEUMATIC AND RARE DISEASES - APMARR APS[2]WeResearch. Ricerche di marketingDisclosure of Interests:None declared

scholarly journals Assessing the impact of the European resilience curriculum in preschool, early and late primary school children

2021 ◽  
pp. 014303432110250
Author(s):  
Celeste Simões ◽  
Anabela C. Santos ◽  
Paula Lebre ◽  
João R. Daniel ◽  
Cátia Branquinho ◽  
...  
Keyword(s):  
Mental Health ◽  
Intervention Group ◽  
Well Being ◽  
Primary School Children ◽  
Control Group ◽  
Physical And Mental Health ◽  
Quasi Experimental ◽  
Mental Health Difficulties ◽  
Prosocial Behaviours ◽  
The Impact

Resilience is an individual’s ability to adapt successfully to and persevere during and after significant challenges. Resilience programmes based on a socioemotional learning approach have been associated with an increase in protextive factors (e.g., prosocial competencies), improvements in physical and mental health, and a decrease in internalised and externalised symptoms. The present study aimed to evaluate the impact of the RESCUR curriculum implemented in Portuguese schools on students’ academic, behavioural, and socioemotional outcomes, based on child and teacher reports. Participants included 1,084 children (53.2% male) aged 3-15 ( M = 7.24, SD = 2.31). A quasi-experimental study compared outcomes for an experimental intervention group (AIG) with a waiting list control group (WG). The results showed the RESCUR programme decreased mental health difficulties while increasing both prosocial behaviours and well-being. In addition, academic performance increased for those in preschool after implementation. Both teachers and children consistently reported positive behavioural changes in resilience-related competencies after implementing RESCUR. Our findings contribute to the recent research on the potential of RESCUR to address key socioemotional competencies and improve relevant protextive factors. Study limitations and future recommendations are addressed.

scholarly journals Family Physicians’ Standpoint and Mental Health Assessment in the Light of COVID-19 Pandemic—A Nationwide Survey Study

2021 ◽  
Vol 18 (4) ◽  
pp. 2093
Author(s):  
Tina Vilovic ◽  
Josko Bozic ◽  
Marino Vilovic ◽  
Doris Rusic ◽  
Sanja Zuzic Furlan ◽  
...  
Keyword(s):  
Mental Health ◽  
Health Care ◽  
Perceived Stress ◽  
Depression Scale ◽  
Family Physicians ◽  
Knowledge Score ◽  
Well Being ◽  
Anxiety And Depression ◽  
Event Scale ◽  
The Impact

During the coronavirus disease 2019 (COVID-19) outbreak, family physicians (FPs) are the backbone of the healthcare system with considerable impact on the general population, and their well-being is of great importance. The aim of this investigation was to assess FPs mental health, as well as knowledge, attitudes and practices (KAPs) regarding the pandemic, and opinions on non-communicable disease (NCD) health care provided to patients. A cross-sectional study was carried out with a sample of 613 FPs. Anxiety and depression levels were estimated with the Hospital Anxiety and Depression Scale, subjective perceived stress with the Perceived Stress Scale, while trauma-related symptoms were assessed using the Impact on Event Scale-COVID19. KAPs toward the pandemic and opinions regarding NCD patients were evaluated with questionnaires accordingly. Results have shown that age (β = −0.02, p = 0.013) and personal risk of COVID‑19 (β = 1.05, p < 0.001) were significant independent correlates of the knowledge score. A total of 87.7% FPs expressed moderate/high perceived stress, 45.2% moderate/severe trauma-related symptoms, 60.4% borderline/abnormal anxiety levels, and 52.4% borderline/abnormal depression levels. Knowledge score was an independent predictor of perceived stress (β = −0.33, p = 0.023) and anxiety (β = −0.31, p = 0.006) levels. Limited accessibility to healthcare services and decreased number of newly-diagnosed NCD cases were mostly agreed on. The pandemic puts a considerable strain on FPs mental health, as well as on public health measures, due to the decreased overall quality of NCD patient health care. Educational programs may bridge the gaps between FPs’ knowledge. Thus lowering anxiety and improving patient care.

scholarly journals Maternal mental health and well-being during the COVID-19 pandemic in Beijing, China

2021 ◽  
Author(s):  
Zhuang Wei ◽  
Ming-Yue Gao ◽  
Mary Fewtrell ◽  
Jonathan Wells ◽  
Jin-Yue Yu
Keyword(s):  
Mental Health ◽  
Higher Education ◽  
Maternal Mental Health ◽  
Descriptive Analysis ◽  
Fair Division ◽  
Personal Space ◽  
Well Being ◽  
Maternal Characteristics ◽  
The Impact ◽  
Beijing China

Abstract Background The aim of this study is to evaluate the impact of the coronavirus disease 2019 (COVID-19) pandemic on breastfeeding women and to identify predictors of maternal mental health and coping. Methods Mothers aged ≥ 18 years with a breast-fed infant ≤ 18 months of age during the COVID-19 pandemic in Beijing, China, completed a questionnaire. Descriptive analysis of lockdown consequences was performed and predictors of these outcomes were examined using stepwise linear regression. Results Of 2233 participants, 29.9%, 20.0% and 34.7% felt down, lonely, and worried, respectively, during the lockdown; however, 85.3% felt able to cope. Poorer maternal mental health was predicted by maternal (younger age, higher education) and infant (older age, lower gestation) characteristics, and social circumstances (husband unemployed or working from home, receiving advice from family, having enough space for the baby, living close to a park or green space). Conversely, better maternal mental health was predicted by higher income, employment requiring higher qualifications, more personal space at home, shopping or walking > once/week and lack of impact of COVID-19 on job or income. Mothers with higher education, more bedrooms, fair division of household chores and attending an online mother and baby group > once/week reported better coping. Conclusion The findings highlight maternal characteristics and circumstances that predict poorer mental health and reduced coping which could be used to target interventions in any future public health emergencies requiring social restrictions.

Sign in / Sign up

Export Citation Format

Share Document