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1.
Am J Kidney Dis ; 2024 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-38906506

RESUMO

Frailty is a multisystem syndrome of decreased physiologic reserve that has been shown to strongly and independently predict morbidity and mortality. Frailty is prevalent in patients living with kidney disease and occurs earlier in individuals with kidney disease as compared to the general population. In this comprehensive review, we examine clinical and research applications of frailty in kidney disease populations. Specifically, we clarify the definition of frailty and address common misconceptions, review the mechanisms and epidemiology of frailty in kidney disease, discuss challenges and limitations in frailty measurement, and provide updated evidence related to risk factors for frailty, its associated adverse outcomes, and interventions. We further add to the literature in this topic by highlighting the potential applications of frailty measurement in the care of patients with kidney disease and conclude with our recommendations for future research related to this important syndrome.

2.
Prostaglandins Other Lipid Mediat ; 173: 106852, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38761959

RESUMO

Zerumbone, a sesquiterpene isolated from Zingiber zerumbet, has many bioactivities, exhibiting anti-inflammatory properties. However, the effect of zerumbone on the eicosanoid signaling pathway has yet to be examined. Here, we deciphered the anti-eicosanoid properties of zerumbone isolated from ginger. The molecular interaction between zerumbone and eicosanoid metabolizing enzymes (COX-2, 5-LOX, FLAP, and LTA4-hydrolase) and receptors (EP-4, BLT-1, and ICAM-1) along with NOS-2 were assessed using Auto-Dock 4.2 and visualized by chimera and Liggplot+ software. Further, the leukocytes were treated with zerumbone (1-20 µM) and activated using bacterial lipopolysaccharide (LPS-10 nM). The oxidative stress (OS) markers, antioxidant enzymes, and the eicosanoid pathway mediators such as COX-2, 5-LOX, BLT-1, and EP-4 were assessed. The molecular interaction of zerumbone with eicosanoids showed a higher binding affinity with mPGES-1, followed by NOS-2, FLAP, COX-2, LTA-4-hydrolase, and BLT-1. The concentration of 5 µM zerumbone effectively prevented the generation of reactive oxygen species (ROS) and nitric oxide (NO). Likewise, zerumbone significantly (p<0.05) inhibited COX-2, 5-LOX, NOS-2, EP-4, BLT-1, and ICAM-1 expression in LPS-induced peripheral blood leukocytes from rats. Further, the zerumbone treatment on the human PBMCs activated with LPS showed significant inhibition in the expression of ICAM1, COX-2, 5-LOX, and the generation of inflammatory cytokines compared to the control. Overall, the data presented infers that zerumbone positively modulates critical enzymes and receptors of eicosanoids in leukocytes activated with lipopolysaccharides. Thus, zerumbone can be a potential anti-eicosanoid drug in managing inflammation.


Assuntos
Anti-Inflamatórios , Eicosanoides , Lipopolissacarídeos , Sesquiterpenos , Transdução de Sinais , Sesquiterpenos/farmacologia , Sesquiterpenos/química , Lipopolissacarídeos/farmacologia , Eicosanoides/metabolismo , Humanos , Anti-Inflamatórios/farmacologia , Transdução de Sinais/efeitos dos fármacos , Leucócitos/efeitos dos fármacos , Leucócitos/metabolismo , Animais , Estresse Oxidativo/efeitos dos fármacos , Ratos
3.
BMC Nephrol ; 23(1): 280, 2022 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-35948873

RESUMO

BACKGROUND: Many individuals living with chronic kidney disease (CKD) have comorbid Type 2 diabetes (T2D). We sought to explore if efficacious interventions that improve glycemic control may also have potential to reduce CKD progression. METHODS: REACH is a text message-delivered self-management support intervention, which focused on medication adherence, diet, and exercise that significantly improved glycemic control in N = 506 patients with T2D. Using data from the trial, we characterized kidney health in the full sample and explored the intervention's effect on change in estimated glomerular filtration rate (eGFR) at 12 months in a subsample of N=271 patients with eGFR data. RESULTS: In a diverse sample with respect to race/ethnicity and socioeconomic status, 37.2% had presence of mild or heavy proteinuria and/or an eGFR < 60 mL/min/1.73 m2. There was a trending interaction effect between intervention and presence of proteinuria at baseline (b = 6.016, p = .099) such that patients with proteinuria at baseline who received REACH had less worsening of eGFR. CONCLUSIONS: Future research should examine whether diabetes directed self-management support reduces CKD progression in ethnically diverse individuals with albuminuria. In highly comorbid populations, such as T2D and CKD, text-based support can be further tailored according to individuals' multimorbid disease self-management needs and is readily scalable for individuals with limited resources. TRIAL REGISTRATION: This study was registered with ClinicalTrials.gov ( NCT02409329 ).


Assuntos
Diabetes Mellitus Tipo 2 , Insuficiência Renal Crônica , Telemedicina , Adulto , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/terapia , Taxa de Filtração Glomerular , Humanos , Rim , Proteinúria/complicações , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/epidemiologia , Insuficiência Renal Crônica/terapia , Autocuidado
4.
Heart Lung Circ ; 31(2): 167-176, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34686413

RESUMO

Blood disorders that can contribute to abnormal bleeding can have a detrimental effect during cardiac surgery. Patients who are known to have such pathologies should be investigated thoroughly and cautious measures would need to be taken when cardiac surgery is needed in this cohort. The majority of current literature for cardiac surgery in patients with von Willebrand Disease and haemophilia are case reports. Nevertheless, evidence shows that optimising factor levels pre, intra and postoperatively offers outcomes similar to that of patients without these disorders. Preoperative screening followed by appropriate iron therapy reduces mortality for patients with anaemia. In this group, haemoglobin levels can be improved postoperatively through iron supplementation. The management strategy of cardiac surgery for people with blood disorders requires a multidisciplinary approach that is highly individualised for each patient. It is essential to adequately adjust preoperative, perioperative and postoperative care to the patient's blood disorder in order to achieve outcomes similar to that of patients without blood disorders.


Assuntos
Anemia , Procedimentos Cirúrgicos Cardíacos , Anemia/diagnóstico , Anemia/epidemiologia , Anemia/etiologia , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Humanos , Ferro
5.
Curr Opin Nephrol Hypertens ; 30(2): 190-197, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33395035

RESUMO

PURPOSE OF REVIEW: Using case vignettes, we highlight challenges in communication, prognostication, and medical decision-making that have been exacerbated by the coronavirus disease-19 (COVID-19) pandemic for patients with kidney disease. We include best practice recommendations to mitigate these issues and conclude with implications for interdisciplinary models of care in crisis settings. RECENT FINDINGS: Certain biomarkers, demographics, and medical comorbidities predict an increased risk for mortality among patients with COVID-19 and kidney disease, but concerns related to physical exposure and conservation of personal protective equipment have exacerbated existing barriers to empathic communication and value clarification for these patients. Variability in patient characteristics and outcomes has made prognostication nuanced and challenging. The pandemic has also highlighted the complexities of dialysis decision-making for older adults at risk for poor outcomes related to COVID-19. SUMMARY: The COVID-19 pandemic underscores the need for nephrologists to be competent in serious illness communication skills that include virtual and remote modalities, to be aware of prognostic tools, and to be willing to engage with interdisciplinary teams of palliative care subspecialists, intensivists, and ethicists to facilitate goal-concordant care during crisis settings.


Assuntos
COVID-19 , Comunicação , COVID-19/epidemiologia , Humanos , Cuidados Paliativos , Pandemias , Diálise Renal , SARS-CoV-2
6.
J Am Soc Nephrol ; 31(7): 1435-1443, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32527978

RESUMO

Optimal care occurs when patients possess the skills, knowledge, and confidence needed to effectively manage their health. Promoting such patient activation in kidney disease care is increasingly being prioritized, and patient activation has recently emerged as central to kidney disease legislative policy in the United States. Two options of the Centers for Medicare and Medicaid Services Kidney Care Choices model-the Kidney Care First option and the Comprehensive Kidney Care Contracting option-now include patient activation as a quality metric; both models specifically name the patient activation measure (PAM) as the patient-reported outcome to use when assessing activation in kidney disease. Because nephrology practices participating in these models will receive capitated payments according to changes in patients' PAM scores, it is time to more critically evaluate this measure as it applies to patients with kidney disease. In this review, we raise important issues related to the PAM's applicability to kidney health, review and summarize existing literature that applies this measure to patients with kidney disease, and outline key elements to consider when implementing the PAM into practice and policy. Our aim is to spur further dialogue regarding how to assess and address patient activation in kidney disease to facilitate best practices for supporting patients in the successful management of their kidney health.


Assuntos
Nefropatias , Participação do Paciente , Medidas de Resultados Relatados pelo Paciente , Conhecimentos, Atitudes e Prática em Saúde , Política de Saúde , Humanos , Nefropatias/terapia , Autocuidado
7.
J Clin Pediatr Dent ; 45(1): 15-21, 2021 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-33690826

RESUMO

OBJECTIVE: We assessed the effectiveness of a modified audio-tactile performance (ATP) technique with braille (ATPb) on the oral health statuses of visually-impaired children. STUDY DESIGN: Ninety visually-impaired institutionalized children received oral hygiene instructions using audio (AM), ATP or ATPb techniques. Plaque scores were assessed at baseline and after reinforcement and non-reinforcement periods. RESULTS: In the totally visually-impaired, mean reductions in plaque scores in the ATPb, ATP and AM groups during the reinforcement period were 1.119 ± 0.260, 0.654 ± 0.239 and 0.237 ± 0.255, respectively (p <0.001), worsening to 0.107 ± 0.160, 0.083 ± 0.193 and -0.208 ± 0.267 during the non-reinforcement period (p <0.001), before culminating at 6 months at 1.227 ± 0.261, 0.737 ± 0.317 and 0.029 ± 0.108 (p <0.001). In partially visually-impaired children, reductions during the reinforcement period were 0.934 ± 0.279, 0.762 ± 0.270 and 0.118 ± 0.237, respectively, dropping to 0.176 ± 0.166, 0.083 ± 0.169 and -0.128 ± 0.114 without reinforcement and culminating at 1.109 ± 0.258, 0.845 ± 0.292 and -0.010 ± 0.226 (p <0.001). There were significant inter-group differences during the three periods (p <0.001), except in the ATP and ATPb groups during the non-reinforcement period for totally impaired (p = 0.157) and during reinforcement (p = 0.155) and non-reinforcement (p = 0.051) periods for partially impaired children. CONCLUSIONS: All three techniques were successful when reinforced periodically. However, only ATP and ATPb were successful during periods without reinforcement. The modified audio-tactile performance technique with braille (ATPb) was most effective, allowing visually-impaired children to retain oral hygiene information without intervention.


Assuntos
Higiene Bucal , Pessoas com Deficiência Visual , Criança , Educação em Saúde Bucal , Humanos , Idioma
8.
Semin Dial ; 33(1): 18-25, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31957929

RESUMO

Governments at national and state levels regulate dialysis care in the United States to ensure safe practices, and continually elevate the quality of care. An objective of these regulatory policies is the independent evaluation of dialysis unit outcomes by patients, caregivers, and the community to facilitate choices as well as to advance equal access to high quality dialysis care. These polices recognized decades ago that it was fundamental to include the patient perspective in the assessment and evaluation of dialysis care quality by requiring both individual and aggregate patient reported outcomes (PROs). Although there is support for integrating the patient perspective, concerns persist about the implementation of these polices including selection of PRO measures, administration timing and reach, as well as interpretation of results including benchmarking to permit comparisons across organizations. The experience from the early adoption of PROs into dialysis policies in conjunction with advances in electronic health records, personal data capture and monitoring, and analytics is poised to address these concerns. The dialysis community has the opportunity to lead the way in innovation related to PRO implementation not only in kidney disease care, but also for other healthcare conditions or contexts such as oncology, surgical, and acute care.


Assuntos
Política de Saúde , Nefropatias/terapia , Medidas de Resultados Relatados pelo Paciente , Qualidade da Assistência à Saúde , Diálise Renal , Humanos , Nefropatias/complicações , Nefropatias/psicologia , Qualidade de Vida , Estados Unidos
9.
J Am Soc Nephrol ; 30(4): 654-663, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30898868

RESUMO

BACKGROUND: The Kidney Disease Quality of Life 36-item short form survey (KDQOL-36) is a widely used, patient-reported outcome measure for patients on dialysis. Efforts to aid interpretation are needed. METHODS: We used a sample of 58,851 dialysis patients participating in the Medical Education Institute (MEI) KDQOL Complete program, and 443,947 patients from the US Renal Data System (USRDS) to develop the KDQOL-36 Summary Score (KSS) for the kidney-targeted KDQOL-36 scales (Burdens of Kidney Disease [BKD], Symptoms and Problems of Kidney Disease [SPKD], and Effects of Kidney Disease [EKD]). We also used the MEI and USRDS data to calculate normative values for the Short Form-12 Health Survey's Physical Component Summary (PCS) and Mental Component Summary (MCS), and the KDQOL-36's BKD, SPKD, and EKD scales for the United States dialysis population. We used confirmatory factor analysis (CFA) models for KDQOL-36 kidney-targeted items, evaluated model fit with the comparative fit index (CFI; >0.95 indicates good fit) and root-mean-squared error of approximation (RMSEA; <0.06 indicates good fit), and estimated norms by matching the joint distribution of patient characteristics in the MEI sample to those of the USRDS sample. RESULTS: A bifactor CFA model fit the data well (RMSEA=0.046, CFI=0.990), supporting the KSS (α=0.91). Mean dialysis normative scores were PCS=37.8 and MCS=50.9 (scored on a T-score metric); and KSS=73.0, BKD=52.8, SPKD=79.0, and EKD=74.1 (0-100 possible scores). CONCLUSIONS: The KSS is a reliable summary of the KDQOL-36. The United States KDQOL-36 normative facilitate interpretation and incorporation of patient-related outcome measures into kidney disease care.


Assuntos
Falência Renal Crônica/terapia , Medidas de Resultados Relatados pelo Paciente , Qualidade de Vida , Diálise Renal , Adolescente , Adulto , Negro ou Afro-Americano , Idoso , Asiático , Feminino , Hispânico ou Latino , Humanos , Masculino , Pessoa de Meia-Idade , Psicometria , Estados Unidos , População Branca , Adulto Jovem
10.
Am J Kidney Dis ; 74(6): 791-802, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31492487

RESUMO

Tools that measure patients' experiences and perceptions of disease are increasingly being recognized as important components of a multidisciplinary personalized approach to care. These patient-reported outcome measures (PROMs) have the ability to provide clinicians, researchers, and policymakers with valuable insights into patients' symptoms and experiences that are unable to be ascertained by laboratory markers alone. If developed rigorously, studied systematically, and used judiciously, PROMs can effectively incorporate the patient voice into clinical care, clinical trials, and health care policy. PROMs have continued to gain attention and interest within the nephrology community, but key challenges and opportunities for their seamless uptake and integration remain. In this narrative overview, we provide nephrologists with a comprehensive list of existing PROMs developed for adults with kidney disease with information on their gaps and limitations; a rationale to support the continued incorporation of PROMs into nephrology clinical trials, clinical care, and health care policy; and a summary of ongoing initiatives and future opportunities to do so.


Assuntos
Falência Renal Crônica/terapia , Medidas de Resultados Relatados pelo Paciente , Assistência Centrada no Paciente/organização & administração , Qualidade de Vida , Insuficiência Renal Crônica/terapia , Adulto , Feminino , Humanos , Falência Renal Crônica/diagnóstico , Masculino , Pessoa de Meia-Idade , Avaliação de Programas e Projetos de Saúde , Insuficiência Renal Crônica/diagnóstico , Resultado do Tratamento
11.
BMC Nephrol ; 20(1): 146, 2019 04 29.
Artigo em Inglês | MEDLINE | ID: mdl-31035944

RESUMO

BACKGROUND: Fewer trainees are choosing to pursue nephrology. Only 60.1% of positions filled in the 2018 fellowship Match, which is concerning given the rising prevalence of end-stage kidney disease. Identifying factors influential in career choices is critical to inform focused approaches to recruit qualified applicants. METHODS: To understand perceptions of nephrology and assess factors influential in specialty choice among early career trainees, an anonymous survey was distributed to upper-level medical students and internal medicine residents at programs identified through the American Association of Medical Colleges (AAMC) and American Medical Association's Fellowship and Residency Electronic Interactive Database (FREIDA). RESULTS: Of 4199 recipients, 644 (15.3%) participants responded, including 315 upper-level medical students, 308 residents, and three chief residents from 30 institutions. An interest in the subject was the most critical factor in selecting a specialty (92%). Other key factors included a suitable work-life balance (73%), access to mentors (70%), and subject exposure (66%). Lack of interest was the most frequently-cited reason to forgo a nephrology fellowship (79%), followed by concerns regarding remuneration (43%), work-life balance (39%), and subject exposure (32%). In free-text responses, several participants described frustration with managing patients on hemodialysis and desired combined training with specialties such as critical care. Respondents who had considered nephrology at any point cited an interest in physiology or interface with a mentor as key driving factors. CONCLUSIONS: A lack of interest in and exposure to the subject, perceptions of poor earning potential and patient nonadherence, and concerns regarding work-life balance were influential in participants' decisions to forgo nephrology training. Incorporating novel educational tools and broadening the scope of the nephrology elective, highlighting ongoing areas of clinical and research innovation, expanding opportunities for interdisciplinary collaboration and procedural skills, and cultivating strategies to reduce burnout may be useful areas on which to focus future recruitment efforts.


Assuntos
Escolha da Profissão , Internato e Residência , Nefrologia/educação , Estudantes de Medicina/psicologia , Adulto , Atitude , Feminino , Humanos , Masculino , Avaliação das Necessidades , Melhoria de Qualidade , Percepção Social , Estados Unidos
16.
Cureus ; 16(5): e60099, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38860090

RESUMO

INTRODUCTION: The most common head and neck cancer is oral squamous cell carcinoma (OSCC). It is also one of the most prevalent forms of cancer globally. The current pharmacological treatment strategy for oral cancer lacks specificity and is capable of causing various side effects. This fact highlights the increasing need for targeted therapy. Interestingly, protein kinase B (PKB), commonly referred to as the AKT serine/threonine kinase, is an oncogenic protein that controls cell development, proliferation, apoptosis, and glycogen metabolism. Thus, the present study analyzed the AKT gene expression in OSCC patient samples. MATERIALS AND METHODS: A total of 25 OSCC tissue samples and normal tissue samples were collected from the patients who reported to the Department of Oral and Maxillofacial Surgery, Saveetha Dental College and Hospitals in Chennai, India. The tissues were processed for H&E staining for histopathological confirmation, and expression studies of the AKT gene were done on both healthy and proven OSCC tissue samples. The data were shown as mean ± standard deviation, and p<0.05* was considered to be statistically significant. RESULTS: The quantitative reverse transcription polymerase chain reaction (qRT-PCR) analysis revealed that the AKT gene had been significantly upregulated in the OSCC tissue samples when compared to normal tissues (p<0.05). Moreover, upregulated AKT is postulated to be involved in increased cell proliferation and reduced apoptosis in OSCC. CONCLUSION: The gene expression analysis was done in the samples of histologically confirmed OSCC, and it revealed that the AKT gene was significantly upregulated in OSCC tissues. Thus, AKT could be postulated as a potential therapeutic target for OSCC.

17.
J Hosp Med ; 19(5): 386-393, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38402406

RESUMO

BACKGROUND: Hospital readmission is common among patients with heart failure. Vulnerability to decline in physical function may increase the risk of noncardiovascular readmission for these patients, but the association between vulnerability and the cause of unplanned readmission is poorly understood, inhibiting the development of effective interventions. OBJECTIVES: We examined the association of vulnerability with the cause of readmission (cardiovascular vs. noncardiovascular) among hospitalized patients with acute decompensated heart failure. DESIGNS, SETTINGS, AND PARTICIPANTS: This prospective longitudinal study is part of the Vanderbilt Inpatient Cohort Study. MAIN OUTCOME AND MEASURES: The primary outcome was the cause of unplanned readmission (cardiovascular vs. noncardiovascular). The primary independent variable was vulnerability, measured using the Vulnerable Elders Survey (VES-13). RESULTS: Among 804 hospitalized patients with acute decompensated heart failure, 315 (39.2%) experienced an unplanned readmission within 90 days of discharge. In a multinomial logistic model with no readmission as the reference category, higher vulnerability was associated with readmission for noncardiovascular causes (relative risk ratio [RRR] = 1.36, 95% confidence interval [CI]: 1.06-1.75) in the first 90 days after discharge. The VES-13 score was not associated with readmission for cardiovascular causes (RRR = 0.94, 95% CI: 0.75-1.17). CONCLUSIONS: Vulnerability to functional decline predicted noncardiovascular readmission risk among hospitalized patients with heart failure. The VES-13 is a brief, validated, and freely available tool that should be considered in planning care transitions. Additional work is needed to examine the efficacy of interventions to monitor and mitigate noncardiovascular concerns among vulnerable patients with heart failure being discharged from the hospital.


Assuntos
Insuficiência Cardíaca , Readmissão do Paciente , Humanos , Readmissão do Paciente/estatística & dados numéricos , Masculino , Feminino , Idoso , Estudos Prospectivos , Estudos Longitudinais , Idoso de 80 Anos ou mais , Fatores de Risco , Pessoa de Meia-Idade , Hospitalização
18.
J Hosp Med ; 19(6): 475-485, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38560772

RESUMO

BACKGROUND: Adults hospitalized for cardiovascular events are at high risk for postdischarge mortality. Screening of psychosocial risk is prioritized by the Joint Commission. We tested whether key patient-reported psychosocial and behavioral measures could predict posthospitalization mortality in a cohort of adults hospitalized for a cardiovascular event. METHODS: We conducted a prospective cohort study to test the prognostic utility of validated patient-reported measures, including health literacy, social support, health behaviors and disease management, and socioeconomic status. Cox survival analyses of mortality were conducted over a median of 3.5 years. RESULTS: Among 2977 adults hospitalized for either acute coronary syndrome or acute decompensated heart failure, the mean age was 53 years, and 60% were male. After adjusting for demographic, clinical, and other psychosocial factors, mortality risk was greatest among patients who reported being unemployed (hazard ratio [HR]: 1.99, 95% confidence interval [CI]): 1.30-3.06), retired (HR: 2.14, 95% CI: 1.60-2.87), or unable to work due to disability (HR: 2.36, 95% CI: 1.73-3.21), as compared to those who were employed. Patient-reported perceived health competence (PHCS-2) and exercise frequency were also associated with mortality risk after adjusting for all other variables (HR: 0.86, 95% CI: 0.73-1.00 per four-point increase in PHCS-2; HR: 0.86, 95% CI: 0.77-0.96 per 3-day increase in exercise frequency, respectively). CONCLUSIONS: Patient-reported measures of employment status, perceived health competence, and exercise frequency independently predict mortality after a cardiac hospitalization. Incorporating these brief, valid measures into hospital-based screening may help with prognostication and targeting patients for resources during post-discharge transitions of care.


Assuntos
Hospitalização , Alta do Paciente , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Prospectivos , Síndrome Coronariana Aguda/mortalidade , Insuficiência Cardíaca/mortalidade , Medidas de Resultados Relatados pelo Paciente , Idoso , Adulto , Fatores de Risco , Prognóstico , Apoio Social , Letramento em Saúde , Comportamentos Relacionados com a Saúde
19.
Am J Kidney Dis ; 71(4): A10-A11, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29458987
20.
SN Comput Sci ; 4(2): 197, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36785803

RESUMO

The psychological, emotional and social well-being of an individual determines their ability to contribute and function as a social member. Several studies over the years have proven that an alarming number of people live with mental illnesses, of which only a fraction is documented. Studies conducted by Open Sourcing Mental Illness (OSMI) organization have indicated that these figures are much higher in the tech industry. We present an analysis of patterns and infer contributory factors for mental illness in the tech industry, to aid in the early detection and assess employees' risk of diagnosis. Towards this end, the study comprises a detailed analysis, models for prediction of diagnosis, risk-based clustering and investigation into existing literature on factors contributing to mental illness. In addition to this, we have attempted to understand the impact of Covid-19 through analyzing trends of the factors influencing mental health, pre- and post-pandemic. We conclude with an insight to the impact of the COVID-19 pandemic on global mental health and the actions taken in the workplace to mitigate this.

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