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Dec 2025 DOI 10.14302/issn.2641-4538.jphi-25-5852
Anirudhan RanjaniCorresponding author
South Asian female college students in the United States face mental health challenges shaped by intersecting experiences of discrimination and violence. This study examined how discrimination and violence contribute to depression in this population. An anonymous, cross-sectional, web-based survey (N=673) was distributed nationally through South Asian organizations, listservs, and social media. Validated measures assessed day-to-day discrimination, college-based discrimination, experiences of violence during college, and depression (PHQ-9). Bivariate analyses and multivariate linear regression examined associations, adjusting for sociodemographic factors. Over half of participants (51.1%) reported college-based discrimination, 66.1% reported experiencing violence during college, and 25.7% met the criteria for depression. In adjusted models, day-to-day discrimination (β=0.261, p<0.001) and college violence (β=0.207, p<0.001) were significant predictors of depression. Bisexual and questioning/unsure students also reported higher depression scores than heterosexual peers. Discrimination and violence are key social determinants of mental health among this population. Findings underscore the need for culturally responsive mental health services, intersectional campus policies, and evidence-based interventions to promote health equity among minority women in higher education.
Sep 2019 DOI 10.14302/issn.2641-4538.jphi-19-2995
Chaudhary Nagaraj NitashaCorresponding author
The George Washington University, Milken Institute School of Public Health, Department of Prevention and Community Health
Despite the gains India has made in recent decades, it remains a country with vast gender inequities. Gender sensitization and empowerment programs aimed at young people, precisely at the time when they are forming their gender attitudes, has the potential to diminish gender inequity in the long-term. This study represents data from 36 qualitative in-depth interviews conducted amongst adolescent boys and girls enrolled in grade 7 in northern India, in schools that serve under-resourced communities. The interviews asked questions related to positive youth development, gender roles, violence, and locus of control. The results of the qualitative analysis provide insights into how adolescents perceive gender discrimination in their families and communnites. The majority of expectations for boys revolved around physical labor, while, for girls, gender roles were primarily focused on stopping education early to get married and take care of the household and children. Many of the responses from both boys and girls on privileges/restrictions were related to daughters not being fully educated while sons often were. Furthermore, when comparing between boys and girls (attributes) and understanding superiority, many participants noted there is a clear preference of boys compared to girls. Girls also had higher proportion of violence codes compared to boys, perhaps because many girls felt they were hit more frequently than boys. The results of this qualitative analysis provide direction for both future research as well as the development of gender sensitization interventions specifically designed for adolescents.
Jun 2026 DOI 10.14302/issn.2642-9241.jrd-26-6332
de Melo PhilipCorresponding author
Respiratory diseases remain a major contributor to hospital morbidity and mortality worldwide, particularly among elderly patients and individuals with severe pulmonary compromise. Accurate prediction of respiratory mortality is clinically important for triage, resource allocation, ICU utilization, and early intervention. Traditional statistical models frequently demonstrate limited predictive sensitivity because respiratory mortality is influenced by complex interactions among demographic, diagnostic, physiologic, and severity-related variables. In this study, a machine learning framework was developed to predict in-hospital mortality among patients with respiratory disease using administrative and clinically derived variables, including age, sex, length of stay (LOS), diagnostic descriptions, risk of mortality and severity scores. A Random Forest classifier with balanced class weighting was developed and implemented to address nonlinear relationships and class imbalance within the dataset. Initial modeling demonstrated good overall discrimination performance, with receiver operating characteristic area under the curve (ROC-AUC) values approaching 0.84; however, mortality recall remained limited because deceased patients represented a minority class within the original dataset. To improve mortality detection, a physiologically informed synthetic augmentation strategy was developed. Synthetic clinical variables included oxygen saturation, ICU status, ventilator support, sepsis status, systolic blood pressure, creatinine, and lactate levels. Conditional physiologic consistency rules were incorporated during augmentation to preserve clinically plausible relationships among respiratory failure, hemodynamic instability, and organ dysfunction. The augmented dataset substantially improved model sensitivity and balanced mortality classification performance. Final model evaluation demonstrated strong predictive capability, achieving approximately 97% classification accuracy with balanced precision and recall across mortality classes. Confusion matrix analysis revealed marked reduction in false-negative mortality predictions compared with baseline modeling approaches. Feature importance analysis identified physiologic instability markers, respiratory severity classifications, LOS, and diagnostic respiratory categories as dominant predictors of mortality. These findings suggest that hybrid simulation-augmented machine learning frameworks may provide a valuable strategy for respiratory mortality analytics, particularly in datasets with limited real-world mortality prevalence and incomplete physiologic representation.
Feb 2024 DOI 10.14302/issn.2381-862X.jwrh-24-4918
Jennifer Chinoye AmadiCorresponding author
Access to sexual and reproductive healthcare for sexual minority women is essential to fulfilling their human rights. This qualitative study was conducted in Rivers State, Nigeria, with fifteen participants as key informants. The study addressed the barriers to the sexual and reproductive healthcare needs of lesbians, bisexual women and sex workers in Port Harcourt metropolis. To address these barriers, the study answered the research questions on what access barriers prevent lesbians, bi-women, and sex workers from adequate utilization of sexual and reproductive healthcare services and common mental health issues sexual minority women experience. The study found that the barriers that prevent sexual minority women from accessing sexual and reproductive healthcare services include limited sexual and reproductive health information on available services offered by the health facilities, prejudice from healthcare providers and lack of social acceptance. Common mental health issues experienced as a result of these limitations are self-doubt over sexual orientation, trauma from threats, and parental pressure over marriage. To mitigate these barriers, the study recommends training healthcare providers on inclusive sexual and reproductive healthcare and to eliminate stigma and discrimination to improve access. Additionally, an improvement in laws and increased agency of sexual minority women to minimize negative mental health experiences. Finally, it also recommends creating a social group for sexual minority women to share experiences, support each other and learn about their sexual and reproductive healthcare will minimise barriers.
Jul 2023 DOI 10.14302/issn.2639-3166.jar-23-4648
Masoero GiorgioCorresponding author
The purpose of the trial was to check the effects of two grapevine treatments on the plant activity and on the bioactivity and biovariability of the soil. An alkaline complex of Soluble Biobased Substances (SBS) was used in soil at 30 g per plant in a single solution. Salicylic Acid (SA) was used on leaves at 150 mg l-1 every two weeks at 50 ml plant. The plants were examined for their foliar pH and NIR spectra. The soil bioactivity was monitored by means of hay-Litterbag-NIRS (LBN) in combination with the Teabag Index (TBI), using rooibos and green tea that had been buried for 60 days. The evolution of the TBI presented here concerns the TBI-NIRS spectroscopic method used for discriminant analysis. A new algorithm was used to estimate the soil microbiome from the green Teabag spectra. The obtained results showed that the plants and the soil responded to the treatments. In fact, SBS, but not SA, lowered the leaf pH by 5%, an unexpected and original result. Both treatments increased the variability of the leaf composition, with a lower discrimination, based on the NIR spectra, from the Control (75%) to 44% (SA) and 38% (SBS). The TBI method, which is based on weights, was less efficient (67%) than the TBI-NIRS of rooibos (96%) or the LBN of hay (80%), but it was like the TBI-NIRS of green tea (74%). The LBN analyses indicated that the mycorrhizal index had increased by 8% in SA but had reduced by 7% in SBS, while both treatments reduced the activity of the microbes, which did not affect the soil respiration rate. The mineral N in the soil was substantially raised by about 11÷69%. The Taxa profiles showed marked deviations from the Control. Moreover, the SBS treatment reduced the Glomeromycota by 35%, which matched to the reduction in the mycorrhizal index. The most favored Bacteria from the treatments were Proteobateriaand Actinobacteria, with Mortierellomycota being the most penalized. Neither treatment affected the production, but both delayed the technological maturity by 9-11%, while the SBS retarded the phenolic maturity by about 18%. It has been concluded that a simple treatment of vines can affect the bioactivity in the leaves and berries as well as the biovariability of the soil.
Mar 2022 DOI 10.14302/issn.2692-1537.ijcv-21-3757
Muhammed YahyaCorresponding author
Department of Sociology, School of Arts and Sciences, University of The Gambia. Banjul, The Gambia, West Africa
Background The pandemic has disrupted the lives of many globally including persons with disabilities. These disruptions are universal. However, the vulnerable communities are more affected. Purpose The study examines impacts on persons with disabilities to share knowledge and inform interventions that ensure persons with disabilities are supported. Methodology The study is a systematic literature review using different search engines to search for scholarly articles all over the globe. Results Persons with disabilities have been negatively impacted in numerous ways: lack of access to healthcare services, inadequate rehabilitation services, increased human rights violation, stigmatization and discrimination, increased risk of dying, being subjected to violence, losing financial income, lack of access to education and treatment, increased in neglect and traumatization, poverty, lack of access to food, decreased in community support; and worse of all, in comparison with the overall population, the death of persons with disabilities during the Covid-19 is higher. These impacts were precipitated by inaccessible built environment and sense of touching, lack of disability sensitive policies, increased prevalence of risk factors, difficulties in adhering to WHO recommendations, pervasiveness of underlying health conditions, lack of disability-friendly information and inclusive intervention, national budget cuts; and poorly funded institutions. Conclusion Persons with disabilities have been negatively impacted due to many risk factors peculiar to them.
Jun 2019 DOI 10.14302/issn.2474-9273.jbtm-19-2854
Joyce OmoaregbaCorresponding author
Consultant Psychiatrist at Federal Neuropsychiatric Hospital Uselu, PMB 1108, Benin City, Nigeria.
Objective Just like their patients, mental health service providers also face stigma. Internalisation of these negative stereotypes could lead to the development of affiliate stigma, reduce their compassion satisfactionand reduce their effectiveness in delivering quality health care to their patients. This study investigated the relationships between affiliate stigma and compassion satisfaction in frontline mental health service providers in a mental health facility in Nigeria. Method This was a cross-sectional study which recruited 183 mental health service providers working in a mental health facility in Nigeria, and who completed questionnaires on affiliate stigma and compassion satisfaction. Results Affiliate stigma among mental health service providers in this study was relatively high (41.5%), and psychiatrists were significantly more likely A to report higher levels of affiliate stigma compared to the psychiatric nurses (p=0.03, OR=0.38,95% CI=0.15 – 0.94). Psychiatrists and Psychiatric nurses who worked for longer hours (> 42 hours per week) reported significantly lower Affiliate stigma (t=2.148, df=28, p=0.04; t=2.118, df=135, p=0.04 respectively). Psychiatrists with high levels of affiliate stigma were more likely to have lower compassion satisfaction, but this was not true of Psychiatric nurses. Mental health service providers who endorse the psychosocial aetiology of mental illness, are significantly more likely to report having experienced high affiliate stigma (F=3.980, df=2, p=0.03). Conclusion The levels of affiliate stigma among mental health service providers in this study was relatively high, particularly among the professional group of psychiatrists. There is an urgent need to address internalization of negative stereotypes among mental health service providers in order to prevent experiences of discrimination among their patients.
Jan 2019 DOI 10.14302/issn.2641-5526.jmid-18-2529
Luis Fernández-Martínez JuanCorresponding author
Group of Inverse Problems, Optimization and Machine Learning. Department of Mathematics. C/ Federico García Lorca, 18. 33007 Oviedo. University of Oviedo. Spain
Discrimination of case-control status based on gene expression differences has potential to identify novel pathways relevant to neurodegenerative diseases including Parkinson’s disease (PD). In this paper we applied two different novel algorithms to predict dysregulated pathways of gene expression across several different regions of the brain in PD and controls. The Fisher’s ratio sampler uses the Fisher’s ratio of the most discriminatory genes as prior probability distribution to sample the genetic networks and their likelihood (accuracy) was established via Leave-One-Out-Cross Validation (LOOCV). The holdout sampler finds the minimum-scale signatures corresponding to different random holdouts, establishing their likelihood using the validation dataset in each holdout. Phenotype prediction problems have by genesis a very high underdetermined character. We used both approaches to sample different lists of genes that optimally discriminate PD from controls and subsequently used gene ontology to identify pathways affected by disease. Both algorithms identified common pathways of Insulin signaling, FOXA1 Transcription Factor Network, HIF-1 Signaling, p53 Signaling and Chromatin Regulation/Acetylation. This analysis provides new therapeutic targets to treat PD.
Nov 2018 DOI 10.14302/issn.2324-7339.jcrhap-18-2291
Muhammed Bah YahyaCorresponding author
University of The Gambia, School of Arts and Sciences, Brikama Campus, The Gambia, West Africa
In The Gambia like all nations, drug abuse is seen as a social and health problem that has many serious implications for the physical, social, psychological and intellectual development of the victims more especially, the children. Therefore, it continues to be a concern to families, community leaders, educators, social workers, health care professionals, academics, government and its development partners. Though there are some studies on drug abuse, there is none on children and drug abuse focusing on the street children the most vulnerable category. Street children are hypothesized to be more at risk of any epidemic including drug abuse. This study sought to determine the risk and prevalence of drug abuse among street children focusing on those in the car parks. The research was focused on six critical areas: level of knowledge of drug abuse, perception towards it, level of knowledge of the causes of it in the community and among street children, level of knowledge of negative impacts of it, level of knowledge of the preventive methods; and level of knowledge of the support services and treatments needed by victims. A structured questionnaire was used to collect the data from thirty five participants (i.e. one driver and six casual apprentices from each of the five car parks) were interviewed. The data was presented and analyzed using tables and percentage. The findings revealed among other things, that there is high level of awareness of drug abuse but the feelings towards it are mixed. Like other children, street children are abusing drugs mainly due to peer influence with the ultimate objective of getting high to relief stress, group recognition, desire to be trusted by peers, etc. Similarly, participants are highly aware of the negative impacts encompassing fighting, stealing, mental illness, etc. To finance the behavior, victims are engaged in all types of dangerous antisocial behavior including romantic ones exposing them to a range of diseases including STIs and HIV/AIDS. Marijuana is the most commonly abused drug. Though in the minority, some have started experimenting cocaine/coke, hashish; and heroin. While participants have good knowledge of the critical methods to fight drug abuse, the support services needed by victims, victims are mostly reluctant to seek the services not only because they are hard to find but fear societal stigmatization, exclusion and discrimination and professionals’ maltreatments.
Aug 2018 DOI 10.14302/issn.2639-3166.jar-18-2264
Masoero GiorgioCorresponding author
Accademia di Agricoltura di Torino, Torino, Italy
The management of symbiotic Microbial Biota (MB) in the soil as agents that promote the yield and health of crops, is aimed at inducing modifications of the phenotype of plants, both over and under the ground. It is here shown, in Sorghumsudanensis plants, that: i) a simple response to MB inoculation is the result of the fall out of the raw pH; ii) the simple NIR scans of leaves can be considered to rapidly classify the outcomes; iii) the raw pH can be considered a key-variable of leaf modifications. An experiment was carried out on Sorghumsudanensis. The plants were seeded in pots and grown for 66 d, and then a control non-inoculated group (C) was compared with thirteen Arbuscular Mycorrhizae (AM) Glomus inoculated groups and with two commercial MB products. A total of 374 raw pH measurements conducted on the leaves showed that the 5.18 pH units in the C group were scaled by -1.9% (P<0.0336) in the MB group and by -3.4% in the AM group (P<0.0001), with a relevant diversity between groups. Direct discrimination of these three groups, by means of smart NIR-SCIO, showed a % reclassification of the C, MB and AM groups of 74%, 59% and 96% in the fresh leaves and of 65%, 51% and 94% in the dried ground leaves, respectively. The composition of the dried leaves, based on a set of 14 variables predicted via NIRS models, plus the total foliar dry weight and percentage, showed a typical increase in protein, ash and hemicellulose, and a typical decrease in the cellulose, dry matter, crude fiber and crop maturity index. These variables were related to the foliar pH, as a key-variable, by means of a PLS standard model (R2 0.81) in which a low pH steadily favored the dry mass weight and, to a lesser extent, the hemicellulose and the digestible NDF contents; on the other hand, a high pH increased the dry matter percentage and the cellulose content of the leaves. As expected, the leaves of the inoculated plants showed a more juvenile ontogenic status. The epigean botanical modifications can be considered harmonic expressions of a luxuriant symbiosis, as testified by the homologous NIR categorization. The outlook for a symbiotic agriculture, with mycorrhizal plants, should consider the raw pH as a multifaceted variable.
Aug 2017 DOI 10.14302/issn.2324-7339.jcrhap-16-1316
Gebreyohannes Selamu LiransoCorresponding author
Scholar in Medical and Psychiatry Social Work, Mangalore, India
The socio-cultural context of illness has become a major research area, and it has made significant contributions to our understanding of the socio-cultural dimensions of illness. In this article, we briefly trace the roots of a socio-cultural approach to illness, and we present some of the key findings of socio-cultural organized under main themes. Adherence to antiretroviral therapy drugs in the treatment of HIV infection is complicated because of many psychosocial factors. The aim of the study was to investigate the psychosocial factors involved in non-compliance with ART among people infected with HIV in Alert Hospital in Ethiopia. To achieve its objective, the study utilized a qualitative method to gather direct, inductive and wealthy information from the participants. The study covered interviews with twenty participants. The participants were selected using purposive sampling technique. The collected data was categorized and analyzed thematically based on the research objective. The results of the study indicated that the major psychological and social factors such as stigma and discrimination, social support, substance abuse, subjective norms, belief system and perceived behavioral control, and various cultural factors may uniquely contribute to deeper and potential barriers to ART adherence. Evaluating changes in the level of knowledge health workers trained in adherence measurements and concerned bodies work for providing relevant and updated information about ART issues for the followers in a convincing way. Therefore, the study has concluded that health workers in all facilities that provide ART would be trained in adherence counseling through formal training.
Jan 2016 DOI 10.14302/issn.2324-7339.jcrhap-13-180
Okumdi Muoghalu CarolineCorresponding author
Department of Sociology and Anthropology, Obafemi Awolowo University, Ile-Ife.
Perception of Human Immunodeficiency Virus has been topical due to its central place in determining attitudes and care for people living with HIV/AIDS and having implications for the containment of the epidemic. People living with HIV/AIDS face social stigmatization due partly to misconception in the perception of the disease and people living with it and students are not left out in this stigmatization and discrimination. This study aimed at exploring the perception of HIV/AIDS by the students of Obafemi Awolowo University. The study utilized quantitative methodology –questionnaires to elicit information from 160 students on their perception of the disease. The sampling technique was quota sampling technique in which 40 students were randomly selected from each hostel out of the 4 selected hostels. The findings were that majority of the respondents view the disease and people living with it negatively (53.9) and dangerous (30.9) and 66.4 percent of the respondents did not see themselves being vualnerable to contracting the virus. The result further showed a significant association between knowledge and perception of the disease. It was also revealed that there was no significant relationship between perception of the disease and socio-economic status of students. This negative perception has serious implications for students living with HIV/AIDS in the University. In conclusion, the negative students’ perception of the disease and people living with it has serious implications for the containment of the epidemic in that people living with HIV/AIDS would hide their sero-positive status to avoid stigma and would in turn infect others. There is therefore need for intervention to change student perception to positive in the university.
May 2015 DOI 10.14302/issn.2379-7835.ijn-14-588
Baroni LucianaCorresponding author
Primary Care Unit, Northern District, AULSS 9, via Manin 46, I-31046, Oderzo, Treviso, Italy
Plant foods are staples of many cultures in the world. Conversely, the appearance of vegetarianism in Western countries is a relatively recent phenomenon, showing an upward trend: people following vegetarian diets (both lacto-ovo-vegetarian-LOV and vegan-VEG), account today for about 10% of the Western population. According to the principle of non-discrimination, the most recent national dietary guidelines for the general population (DGLs) of some Western countries have adapted their contents to comprise vegetarian eating patterns. Moreover, since 1997, specific vegetarian food guidelines (VFGs) were developed. The aim of this review was to summarize and compare the information and recommendations of the food-based dietary guidelines (FBDGs) contained in the DGLs usable by vegetarians, and in the main VFGs; to extract a list of basic criteria for the planning of a well-balanced vegetarian diet, and to identify the most valid FBDG for vegetarians. An Internet search was conducted in the English language, in order to identify national DGLs applicable to vegetarian dietary patterns, and international VFGs. Four Western DGLs and six VFGs were selected. Compared to the majority of DGLs, VFGs are not an "adaptation" of omnivorous (OMN) eating patterns to vegetarian ones, but rather devoted guides: they include only foods consumed by vegetarians, and take into account their specific nutritional needs. VFGs offer qualified advice to meet the most updated standards of adequacy and safety of the diet: the varied consumption of all plant foods, mainly unprocessed; the respect of individual’s calorie requirements; the optional addition of small amounts of foods of animal origin (dairy/eggs); the attention towards some potentially critical nutrients. According to this criteria, the VFG for North American Vegetarians can represent the most accurate and practical model: not only is it consistent with research on the adequacy of vegetarian diets, but it is applicable both to LOV and VEG eating patterns and to all lifecycle stages beyond 4 years of age.