Impact Of Sociodemographic Factors Research Articles

The effect of sociodemographic characteristics and polypharmacy on loneliness and social isolation in community-dwelling older adults

The aim of this study was to assess the impact of sociodemographic factors and polypharmacy on loneliness and social isolation in older adults. This cross-sectional study included 370 older adults with and without polypharmacy. The data were gathered via the Personal Information Form, Loneliness Scale for Elderly, and Lubben Social Network Scale-Revised. A multivariate ANOVA (MANOVA) was conducted to assess the impact of independent variables on the combined dependent variables. Loneliness and social isolation were found higher in older adults with polypharmacy. In addition, loneliness and social isolation are more common in women, individuals with low educational attainment, single individuals, individuals with low income, individuals living in rural areas, individuals with poor family relationships, individuals not living with their families and individuals with chronic diseases. It is thought that the findings of this study will be guiding for all health professionals working in the field of elderly health in interventions to be planned for the elderly population.

Factors influencing COVID-19 vaccination intentions and mediating effects among older adults in Southwest China

This study examines the factors influencing COVID-19 vaccination intentions among Chinese residents over the age of 60, with a focus on the mediating roles of Health Beliefs and Cues to Vaccination Action in the relationship between vaccine knowledge and vaccination intentions. We conducted a cross-sectional online survey involving 1,305 participants from Southwest China. Multiple logistic regression analysis identified potential determinants of vaccination intention, including socioeconomic characteristics, knowledge, health beliefs, and cues to vaccination action. Furthermore, mediation analysis using the causal mediation analysis method explored the mediating effects within the knowledge-to-intention pathway. Vaccination intention and its related factors: among the 1212 elderly people included in the study, 92.9% expressed willingness to receive the COVID-19 vaccine. Main factors influencing their vaccination willingness included Residency (urban vs. rural, OR = 0.47, p < 0.01), Age (75 + vs. others, OR = 0.41, p < 0.05), Marital status (OR = 0.36, p < 0.01), Occupation ( business/service vs. others, OR = 0.33, p < 0.05), Awareness of vaccine effectiveness (OR = 1.23, p < 0.01), Cues to vaccination action (OR = 1.31, p < 0.01) and COVID-19 related knowledge (OR = 1.06, p < 0.01). The analysis revealed two significant mediators—Health Beliefs and Cues to Vaccination Action. These mediators (p<0.05 for both natural indirect effect and natural direct effect) acted along two key pathways: (1) From Knowledge of COVID-19 to Health Beliefs to Vaccination Intention: Natural Direct Effects (NDE) ranged from 0.012 to 0.016, with Natural Indirect Effects (NIE) from 0.001 to 0.003, indicating that mediators accounted for 4% to 18% of the total effect. (2) From Knowledge of COVID-19 to Cues of Vaccination Action to Vaccination Intention: NDE ranged from 0.012 to 0.016 and NIE from 0.002 to 0.003, with mediators accounting for 9% to 20% of the effect. The intention to vaccinate against COVID-19 among older adults varies significantly based on socioeconomic and health belief factors. The study identifies health beliefs and cues to action not only as direct contributors but also as crucial mediators in the pathway from knowledge to vaccination intention among older individuals. These findings can extend our understanding of the impact of sociodemographic factors and health beliefs on the COVID-19 vaccination willingness among older adults.

Inequalities in internet use among older people between 2004 and 2021

Although research already examined sociodemographic profiles of older internet (non-)users, it is unknown how combinations of sociodemographic factors relate to internet (non-)use. Therefore, this study aims to investigate the cumulative impact of sociodemographic characteristics on internet (non-)use among people aged 60 and older between 2004 and 2021, using representative survey data derived from the Belgian Ageing Studies (n = 61 376). Logistic regression analyses consistently associated low education, age 80 or older, low income and female gender with higher probabilities of being internet non-user between 2004 an 2021. CHAID analysis revealed that education and age are the strongest predictors of non-use. The cumulative impact of sociodemographic factors enables to reveal subgroups where prevalence rates of non-use are almost three times higher than the prevalence reported in the population of older people in general. The result that 80.1 percent of individuals aged 80 and above with limited education did not use the internet underscores the need for a comprehensive digital inclusion approach, including strategies to overcome economic barriers to internet access and tailored internet training initiatives addressing digital skills and motivation. CHAID results help policymakers and internet training providers identify subgroups with high prevalence rates of non-users and target interventions to those at a high risk of digital exclusion.

Mapping computational cognitive profiles of aging to dissociable brain and sociodemographic factors

Aging is associated with declines in cognition and brain structural integrity. However, there is equivocality over (1) the specificity of affected domains in different people, (2) the location of associated patterns of brain structural deterioration, and (3) the sociodemographic factors contributing to ‘unhealthy’ cognition. We aimed to identify cognitive profiles displayed by older adults and determine brain and sociodemographic features potentially shaping these profiles. A sample of Southeast-Asian older adults (N = 386) participated in a multi-session study comprising cognitive testing, neuroimaging, and a structured interview. We used computational models to extract latent mechanisms underlying cognitive flexibility and response inhibition. Data-driven methods were used to construct cognitive profiles based on standard performance measures and model parameters. We also investigated grey matter volume and machine-learning derived ‘brain-ages’. A profile associated with poor set-shifting and rigid focusing was associated with widespread grey matter reduction in cognitive control regions. A slow responding profile was associated with advanced brain-age. Both profiles were correlated with poor socioeconomic standing and cognitive reserve. We found that the impact of sociodemographic factors on cognitive profiles was partially mediated by total grey and white matter, and dorsolateral prefrontal and cerebellar volumes. This study furthers understanding of how distinct aging profiles of cognitive impairment uniquely correspond to specific vs. global brain deterioration and the significance of socioeconomic factors in informing cognitive performance in older age.

Correction to: 101 The Impact of Sociodemographic Factors on Youth Academic Achievement During the COVID-19 Pandemic in Ontario, Canada

Correction to: 101 The Impact of Sociodemographic Factors on Youth Academic Achievement During the COVID-19 Pandemic in Ontario, Canada

Assessing the Information Needs and Seeking Behavior of Women Faculty Members in PU Colleges of Kalaburagi District, Karnataka: A Gendered Perspective

This study explores the information needs and seeking behaviors of women faculty members working in pre-university (PU) colleges in the Kalaburagi district of Karnataka, India. Utilizing a mixed-methods approach, the research investigates the primary sources of information, satisfaction levels with library services, and the impact of socio-demographic factors on information-seeking behaviors. The study reveals significant disparities in access to and use of digital resources, influenced by factors such as age, marital status, and educational background. The findings highlight the critical need for enhanced library services, tailored training programs, and policy interventions to support women faculty in their academic and research activities. These insights contribute to the broader discourse on gender and technology in educational settings, emphasizing the importance of equitable information access in promoting gender equality in STEM fields.

Impact of Socio-Demographic Factors on Quality of Life and Coping Strategies of Children with Different Disabilities.

Background and Objectives: Children with disabilities face unique challenges that can affect their well-being and quality of life (QOL). This study aimed to assess the QOL and coping strategies adopted by children with disabilities and explore how socio-demographic factors influence QOL and coping strategies. Materials and Methods: This cross-sectional study, which was conducted in Saudi Arabia with children aged 6 to 18 years, used a stratified random sample to ensure representation from a variety of demographic groups. Short Form-12 (SF-12) was used to assess the QOL in the sample population. The Brief COPE Inventory was used to examine coping strategies among the children. One-way analysis of variance was applied to examine differences in the QOL, coping strategies scores, and demographic variables. Multiple regression analyses were performed to examine the role of demographic variables in predicting QOL and p value was considered statistical significance at p < 0.05. Results: The results of the study clearly revealed significant differences between the mean scores of QOL for gender, age, and type of disability, duration of disability, education qualification, family status, family occupation, and housing status. Female participants showed better QOL in physical functioning than their male counterparts. Children with intellectual disability reported better QOL in general health, vitality, social functioning, and mental health. Participants with seven to eight years of disability reported higher scores in physical functioning, vitality, and mental health. Children whose parents were working in private agencies and living in rented houses scored higher on the general health aspects of quality of life. The findings also revealed that the duration of the disability was a significant predictor of the QOL. The mean scores of different dimensions of coping strategies clearly revealed that male participants used dysfunctional coping (p < 0.01), as compared to problem-focused and emotional-focused coping while female children relied more on emotional-focused coping. Emotion-focused coping was significantly higher in participants with visual (p < 0.01), learning (p < 0.01), and intellectual disabilities (p < 0.01). Dysfunctional coping scores were higher among children with auditory disabilities (p < 0.01) and multiple disabilities (p < 0.01). Conclusions: This study highlights the significance of demographic factors in understanding and improving the well-being of a diverse population of disabled juveniles. It offers valuable insights into the subtle factors affecting quality of life. Future interventions and policies can leverage these findings to enhance the quality of life of individuals with disabilities and to foster a more supportive and inclusive approach.

12261 Association Of Geographic And Demographic Factors With Receipt Of Endocrinology Care Among Adults With T2D And ASCVD Before And After Telemedicine Uptake

Abstract Disclosure: M. Zupa: None. J. Bauer: None. S. Rothenberger: None. Y. Zheng: None. A. Johnson: None. E. Kinnee: None. A. Rosland: None. Care from endocrinologists has been linked to improved care quality and uptake of novel treatments which may improve outcomes for adults with T2D and ASCVD, who are at high risk for adverse health outcomes. However, transportation, geographic, and other barriers may impact access to specialty care for under-resourced populations. We sought to evaluate the impact of patient-level geographic and sociodemographic factors on receipt of endocrinology care before and after widespread telemedicine uptake. We conducted a retrospective cohort study of adults with T2D and ASCVD in a large health system from 1/2018-6/2022. ZIP Code centroids were used to map patients to their home geographic area, and multivariable logistic regression models evaluated associations between sociodemographic and geographic predictors with receipt of endocrinology care. Analyses were stratified into pre- (1/1/2018-3/15/20) and post- (3/16/2020-6/30/2022) telemedicine periods. Mixed effects models tested for differences in associations between the pre- and post-telemedicine periods. The cohort included 9,546 patients, with mean age 68.5 (SD 10.0), 39% female, 89% white, 83% urban residents; 1,725 patients received endocrinology care. In the pre-telemedicine period, geographic factors associated with receipt of endocrinology care included distance to the nearest endocrinology clinic (aOR 0.74 (95% CI 0.64-0.84) per 10 miles) and neighborhood walkability (aOR 1.38 (1.00-1.91) per 10 point increase on 0-20 scale); sociodemographic factors included age (aOR 0.70 (0.66-0.75 per 10 years), male gender (aOR 0.81 (0.72-0.92), race (aOR 1.21 for Black vs white, aOR 2.55 for Asian vs white, p=0.003), social deprivation index (0.95 (0.91-0.99) per 10 point increase on 0-100 scale, with higher values indicating more local area deprivation), and comorbidity burden (aOR 1.27 (1.02-1.59) for Elixhauser score 14+ vs &amp;lt;0, p&amp;lt;0.001). In the post-telemedicine period, distance to endocrinology clinic (aOR 0.82 (0.73-0.93) per 10 miles), age (aOR 0.67 (0.63-0.71) per 10 years), male gender (aOR 0.83 (0.74-0.94)), and comorbid conditions (aOR 1.13 (0.90-1.43) for Elixhauser score 14+ vs &amp;lt;0, p&amp;lt;0.001) were associated with receipt of endocrinology care. In mixed models comparing pre- vs. post-telemedicine periods, travel distance to endocrinology clinic, race, and social deprivation index had weaker associations with receipt of endocrinology care in the post-telemedicine period compared to pre-telemedicine, while older age was more negatively associated with care receipt post-telemedicine. These findings indicate that both geographic and sociodemographic factors impact receipt of endocrinology care among high-risk adults with T2D and ASCVD. Widespread availability of telemedicine may be associated with more equitable access to endocrinology care for some under-resourced populations. Presentation: 6/3/2024

Impact of sociodemographic factors and depression on medication adherence in schizophrenia: Cross sectional study in Morocco

BackgroundMedication non-adherence in schizophrenia is a major cause of relapse and hospitalization, presenting a significant challenge for clinicians. This study was conducted to estimate the prevalence of medication non-adherence and identify the impact of depression, as well as other factors, on medication adherence in individuals with schizophrenia. MethodsThis was a cross-sectional study conducted among individuals with schizophrenia, both outpatients and inpatients. Data on sociodemographic, clinical, and therapeutic factors were collected using a dedicated questionnaire. Medication adherence and depression were assessed using two validated scales, the Medication Adherence Rating Scale (MARS) and the Calgary Depression Scale for Schizophrenia (CDSS), respectively. ResultsAmong the 305 participants included in this study, 21.3 % had poor medication adherence according to the MARS scores. The logistic regression model showed that only work and depression were significant predictors of poor medication adherence in individuals with schizophrenia. ConclusionThe results of this study highlight a less explored factor that can influence medication adherence in individuals with schizophrenia, namely, depression. This underpins the importance of treating the non-psychotic dimensions of schizophrenia in the recovery process. However, further studies are needed to better characterize the pathways of medication adherence in schizophrenia.

Factors Influencing the Selection of Dentistry as a Career Among Prospective Candidates: A Multicentre Cross-Sectional Study.

This study aimed to analyse the impact of sociodemographic factors on dental school candidates' decision to pursue dentistry as their career of choice. Candidates shortlisted by three dental schools were invited to participate in a self-administered questionnaire study, featuring a validated instrument containing sociodemographic questions and 16 motivational items grouped into four domains: economic, professional, vocational and personal background reasons. The variations in motivational item scores across sociodemographic factors were assessed using the Mann-Whitney U test (age, sex, ethnicity, having relatives in the dental profession and dentistry as the first choice) and Kruskal-Wallis test (dental school and family income). A total of 295 dental school candidates participated in the study (Universiti Teknologi MARA: 137; Universiti Kebangsaan Malaysia: 99; MAHSA University: 59). Approximately 95% of participants identified dentistry as their primary career choice, with the vocational motivation of 'I like to help people' being the most prominent motivational factor. Dental school emerged as the critical factor significantly influencing three quarters of the motivational items. Sex, ethnicity and having relatives in the dental profession were the remaining factors significantly associated with variations in certain motivational items. Both dental school and ethnicity significantly affected four motivational domains (economic, professional, vocational and personal background). This study provides an insightful overview of the sociodemographic factors that impact career decision-making among prospective dental students. The scores for most motivational items varied among shortlisted candidates in three dental schools. The findings hold implications for policy development in dentistry by universities and public policymakers.

Menstrual Disorders and Self-Care Practices: A Study on Prevalence among Female Undergraduate Students

Background: Menstrual disorders are a significant global public health issue affecting many women during their reproductive years. These disorders include irregularities in the menstrual cycle, heavy bleeding, amenorrhea (absence of menstruation), dysmenorrhea (painful periods), and premenstrual syndrome (PMS), leading to physical, behavioral, and emotional changes. Factors such as weight changes, stress, drug use, hormonal imbalances, and recent childbirth or miscarriage can disrupt menstrual patterns. Menstrual issues not only impact women's health and quality of life but also result in economic consequences and poor academic performance. Aim of the Study: This study aimed to investigate the prevalence of menstrual disorders and self-care practices among female undergraduates in Bangladesh, as well as explore potential factors that may influence these disorders. Methods: This cross-sectional study involved 180 female students at the Department of Obstetrics and Gynecology (outdoor) in Bangabandhu Sheikh Mujib Medical University, Dhaka from January 2021 December 2021. It aimed to assess the prevalence of menstrual disorders and self-care practices. Participants, aged 18-25 years and willing to participate, were selected via stratified random sampling. Data were collected using a structured questionnaire covering demographics, menstrual history, and self-care practices. SPSS version 26.0 was used for statistical analysis, employing descriptive statistics and the chi-square test to explore associations. A p-value of &lt;0.05 was considered significant, providing a comprehensive assessment framework. Result: The sociodemographic profile of 180 participants shows that most are aged 21-25 years, with a mean age of 22.48±1.68 years. Early menarche was common among 88.33%, and 62.22% belonged to the low social class living in hostels. A significant proportion (82.78%) were single, with only 2.78% having experienced pregnancy. Parental sponsorship for education was prevalent (72.22%). Most participants correctly identified menstruation as a physiological process (66.67%) and knew menstrual blood originates from the uterus (62.78%). Common absorbent materials were disposable sanitary pads (88.89%). Patterns of menstrual health and self-care practices revealed proper hygiene but suboptimal management of menstrual disorders. Age, social class, education sponsorship, and knowledge of menstrual disorders significantly influenced self-care practices. Premenstrual syndrome and dysmenorrhea were the most common menstrual disorders. Conclusion: This research examines menstrual health knowledge, disorders, and self-care among female undergraduates, highlighting the impact of socio-demographic factors and educational support. It reveals significant knowledge gaps and underscores the need for better educational initiatives. Insights into menstrual disorders and self-care strategies provide guidance for targeted interventions and support within academic environments.

The impact of socio-demographic factors on web credibility assessment

The aim of this study is to investigate the relationship between web credibility evaluation and socio-demographic variables. A sample of 380 students from Ferdowsi University of Mashhad, Iran, was selected using stratified sampling methods. Data was collected through a questionnaire encompassing socio-demographic information and Choi items. The collected data was analysed using Spearman and Kruskal–Wallis non-parametric tests, guided by the data's characteristics (type and distribution). The findings reveal a significant association between interest, experience and academic level in determining web credibility assessments. Conversely, expertise, income, gender and age were not found to be influential factors. This is a first attempt to determine the impact of socio-demographic variables on web credibility assessment. The findings suggest that individuals from diverse age, gender and income groups could benefit from acquiring knowledge pertaining to web credibility and engaging in workshops related to this domain. Additionally, those with lower levels of experience, education and interest may derive greater value from participating in web-credibility-evaluation workshops.

Solid waste management awareness and practices in coastal communities

Effective solid waste management (SWM) is paramount for environmental sustainability and public health, particularly in coastal communities. This cross-sectional descriptive study determines SWM awareness and practices among 399 households in selected coastal barangays in the City of Mati, Davao Oriental, Philippines. Employing a structured four-point Likert-type survey through KoboCollect applications, this study evaluates SWM awareness and practices while examining the impact of socio-demographic factors on these aspects. The results reveal moderate SWM awareness (X̄=2.55) and practices (X̄=2.66) in these coastal communities, indicating a baseline level of environmental consciousness and waste management efforts. However, there was lack of familiarity with legal and regulatory frameworks (X̄=1.97), including the Republic Act 9003 and local ordinances related to SWM. Notable gaps are also identified in SWM practices, mainly in waste segregation (X̄ = 2.55) and avoidance to waste-burning (X̄=2.56). Socio-demographic factors, such as age, educational attainment, household size, and family income, significantly influence SWM awareness and practices. These findings underscore the need for targeted educational campaigns and community engagement strategies to enhance awareness of SWM regulations. Addressing these gaps is necessary for developing effective interventions to promote sustainable waste management practices in these coastal areas, thus protecting marine ecosystems and supporting the well-being of local communities.

Disparities in Amblyopia Treatment Outcomes: The Impact of Sociodemographic Factors, Treatment Compliance, and Age of Diagnosis

ObjectiveTo identify clinical and sociodemographic factors associated with disparities in amblyopia treatment outcomes. DesignRetrospective chart review. SubjectsChildren ≤8 years old diagnosed and treated for unilateral refractive or strabismic amblyopia at our institution from 2012-2022. MethodsChildren with amblyopia were categorized by outcome: resolved amblyopia (<0.2 logMAR interocular difference [IOD] in visual acuity, or no fixation preference in non-verbal patients) or persistent amblyopia. Demographic and clinical data were recorded from the medical record. Zip codes were used to calculate Childhood Opportunity Index (COI) scores, estimated annual household income, and distance to hospital. Main Outcome MeasuresSociodemographic and clinical factors were compared between children with resolved and persistent amblyopia. Factors significant at p<0.10 on univariate analysis were included in a multivariable regression model. Results168 patients met inclusion criteria, and 131 (78%) had resolved amblyopia. Demographic factors associated with resolution of amblyopia were younger age at diagnosis (3.3±1.7 vs. 4.5±1.9 years, p=0.0009), English as the primary language (79.4% vs. 62.2%, p=0.04), higher estimated annual income ($83,315.93±29,276.64 vs. $71,623.00±26,842.56, p=0.03), higher COI scores (50.9±27.3 vs. 40.0±26.4, p=0.03), and living further from our institution (28.6±37.6 vs. 14.9±12.7 miles, p=0.003). Patients with resolved amblyopia also had higher rates of treatment compliance (83.2±25.0% vs. 75.6±24.4%, p=0.009) and shorter delays in follow-up (40.1±76.8 vs. 61.1±90.4 days, p=0.02). Amblyopia persistence was borderline associated with governmental insurance and higher presenting IOD in visual acuity (both p=0.06). On multivariate analysis, only younger age at amblyopia diagnosis (p=0.0010) remained significantly associated with amblyopia resolution. ConclusionsOur findings suggest that disparities in amblyopia outcomes are related to differences in age at diagnosis. Interventions to lower the age at which amblyopia is diagnosed, such as programs to improve vision screening rates and access to pediatric eye care in at-risk groups, may directly address inequities in rates of amblyopia resolution.

Impact of Age, Period, Cohort, Region, Race, and Health Services on Bladder Cancer Mortality in Brazil: A 23-Year Ecological Study.

Bladder cancer is one of the most economically costly types of cancer, but few studies have evaluated its mortality considering the factors that impact this outcome. This study aimed to investigate the impact of sociodemographic factors, period, cohort, and health services on bladder cancer mortality. This ecological study analyzed bladder cancer mortality data in Brazil from 2000 to 2022 and evaluated sociodemographic variables (race, region of residence), socioeconomic variables (gross domestic product per capita, Gini index of household income per capita, number of health professionals per inhabitant, expenditure on public health services, and consultations per inhabitant), and bladder cancer diagnosis and treatment procedures. These data were subjected to statistical analysis, which revealed that after the age of 50, there was a progressive increase in the risk of bladder cancer. Indigenous people had the lowest mortality rate, while white people had a significantly greater mortality rate than black and brown people. The North Region and Northeast Region presented the lowest mortality rates, whereas the South Region presented the highest mortality rates. In the South and Southeast Regions, a higher GDP was related to lower mortality. In the South, higher mortality was associated with a lower number of consultations per inhabitant per region. Fewer bladder punctures/aspirations and bladder biopsies were associated with higher mortality rates. In oncology, more procedures, such as total cystectomy, cystoenteroplasty, and total cystectomy with a single shunt, do not reduce the mortality rate. These results can serve as guidelines for adjusting public health policies.

THE STATE OF CONFLICT MANAGEMENT ENVIRONMENT IN MILITARY COLLECTIVES

The article examines the state of conflict management environment in military collectives, examines the main causes of conflicts and the influence of various factors on their occurrence and resolution. The study conducted a comparative analysis of leadership styles and their impact on the level of conflict, as well as an assessment of the impact of socio-demographic factors. The methodology included a survey of military personnel and semi-structured interviews with unit commanders. The results showed that personal hostility, cultural differences and leadership style play a key role in the formation of conflict situations. Based on the data obtained, recommendations were developed on conflict management and improvement of the moral and psychological climate in military collectives.

Traumatic Stress, Psychological Well-being, and Sociodemographic Correlates in High-stress Environments among Healthcare Professionals

Background Healthcare staff provide crucial services to their patients; hence, their well-being is essential to ensure they offer the best services with minimal harm to their health. Aim This study aimed to identify associations of traumatic stress, psychological well-being, and sociodemographic variables to provide insight into the experiences and feelings of healthcare personnel in high-stress settings. Furthermore, we will examine how sociodemographic factors and traumatic stress impact the psychological well-being of high-stress environment healthcare professionals. Objective This research investigated the relationship between traumatic stress, psychological well-being, and sociodemographic factors in high-stress environments among healthcare personnel in different medical units. It was hypothesized that sociodemographic variables and traumatic stress will predict psychological well-being among healthcare workers who work in high-stress environments. Furthermore, there will be differences in traumatic stress and psychological well-being based on sociodemographic variables among healthcare workers working in high-stress environments. will experience high l Methods To accomplish this goal, an online survey including sociodemographic information, standardized questionnaires of Secondary Traumatic Stress Scale, and a Brief Inventory of Thriving were administered to healthcare personnel (N=290) to collect data for sociodemographic characteristics, traumatic stress levels, and psychological well-being. The results were processed by using SPSS. The descriptive statistics measured participants' characteristics, traumatic stress levels, and psychological well-being. The pearson product-moment correlation, regression analysis, and ANOVA were used to measure the relationship and impact of sociodemographic factors, traumatic stress, and psychological well-being. Results A significant inverse relationship between traumatic stress and psychological well-being (r= -0.518, p &lt; 0.05) was reported. Furthermore, multiple regression analysis provided the predictive association of traumatic stress and negative well-being (p&lt;0.05). Additionally, ANOVA was conducted to measure the differences in socio- demographic variables of traumatic stress and the psychological well-being level of healthcare professionals. Conclusion The results of this research could help inform policy decisions and interventions that may improve the psychological well-being of healthcare personnel in high-stress environments. Ethical considerations such as participant privacy protection and addressing potential psychological distress are also discussed.

Assessing the impact of socio-demographic factors on municipal water security in planned and unplanned urban centers of Pakistan

ABSTRACT In the current era of climate change, along with population and urbanization growth, Pakistan is facing increasing environmental challenges. These challenges intensified the pressure on the existing municipal water supply (MWS), which necessitated a need for a comprehensive assessment of the municipal water dynamics in these three cities. This research aimed sixfold: assessing the current municipal water services, municipal water demand, groundwater table depletion, satisfaction, awareness level, and the monetary indicators of the MWS. A three-stage key performance indicator (KPI) -based questionnaire survey was conducted, both online and through a field survey, self-administered between March 2022 and December 2023 in Islamabad (planned), Rawalpindi, and Mardan (unplanned). Public water supply (PWS) coverage remained 63% in Islamabad and 52% in Rawalpindi, while Mardan heavily relied on (44%) bore wells. Similarly, water scarcity remained alarmingly high in Islamabad (82%) and Rawalpindi (72%), compared to (relatively) low in Mardan (16%) between June and August every year. Over the past three decades, groundwater depths (GWD) in Rawalpindi have increased up to 300 ft, in Islamabad by 200 ft, and in Mardan by 50 ft. The study calls for intensified roles of all stakeholders, including the community, municipalities, policymakers, and urban planners, to ensure sustained municipal water supply.

Understanding national brand customer erosion: exploring socio-demographic and weight of purchase factors

Purpose The purpose of this study is to explore brand customer erosion at both the category and brand levels while considering consumer socio-demographic characteristics and weight of purchase factors. Design/methodology/approach Data from 3,563 buyers encompassing 20,601 purchases were collected from a prominent household data panel. Findings Brand customer erosion varies depending on socio-demographic factors (householder age, family size, life cycle and social class) and weight of purchase; variations are evident depending on the specific brand. Originality/value The paper makes a substantial contribution to the established fields of marketing and consumer behavior literature by opening a new line of research. It does so by demonstrating, the impact of socio-demographic factors on customer erosion. Simultaneously, it presents results that contradict the limited existing research on the influence of weight of purchase on brand customer erosion.

The impact of sociodemographic factors on unemployment of young people in Poland

The impact of sociodemographic factors on unemployment of young people in Poland