Ordinal Logistic Regression Analysis Research Articles

Military Family Perspectives on Enrollment and Engagement in the WIC Program.

One in four U.S. service members endorses food insecurity. The Supplemental Nutrition Program for Women, Infants, and Children (WIC) is an invaluable, underutilized resource that can increase access to nutritious food for families with children under 5 years of age. Our research sought to evaluate military family perceptions and engagement with the WIC program. We conducted a mixed-method study, recruiting from a convenience sample of military families who applied for financial assistance for child care. An 18-question survey and follow-up focus groups assessed participant demographics and experiences with WIC. We utilized descriptive statistics ordinal logistic regression analyses for quantitative data analysis. For qualitative data, descriptive content analysis with constant comparison and inductive and deductive coding of interviews identified emerging themes. This study was approved by the Uniformed Services University of the Health Sciences Institutional Review Board. Among the 399 survey respondents, 25% were currently enrolled in WIC and 39% had been previously enrolled. Service members and their partners learned about WIC from a variety of sources, and there was no significant association between the branch of service or rank and WIC enrollment. There were 40 total participants in 10 completed focus groups. Six themes emerged: (1) Military-specific factors create unique circumstances related to WIC engagement; (2) the WIC program facilitates access to formula supplementation and nutritious foods for military families; (3) lack of program awareness and misinformation are top barriers to WIC engagement in military families; (4) stigma impacts WIC program enrollment and engagement; (5) logistics of enrollment can impact WIC engagement among military families; and (6) the military can support WIC enrollment and engagement through standardization, education, and leadership commitment. Our findings suggest that unique circumstances related to military family life create a profound need for programs addressing food support, such as WIC. Interventions to improve WIC enrollment among military families need to be rooted in broad outreach efforts, not targeted at specific ranks, branches, or ages. Specific recommendations include increasing information dissemination, universally screening military families for WIC, decreasing logistical burdens, and involving military leadership.

Risk factors associated with the severity of pericoronitis of mandibular third molar.

The factors related to pericoronitis severity are unclear, and this study aimed to address this knowledge gap. In total, 113 patients with pericoronitis were included, and their demographic, clinical, and radiographic characteristics were recorded. The Patient-Clinician Pericoronitis Classification was used to score and categorize the severity of pericoronitis. Statistical analysis was conducted to examine the participants' characteristics, validity of the Patient-Clinician Pericoronitis Classification, and risk factors associated with the severity of pericoronitis. The demographic, clinical, and radiographic characteristics of males and females were similar, except for Winter's classification, pain, and intraoral swelling. The constructive validity of the Patient-Clinician Pericoronitis Classification was confirmed with three latent factors, including infection level, patient discomfort, and social interference. Ordinal logistic multivariate regression analysis revealed that upper respiratory tract infection was the sole risk factor associated with pericoronitis severity in males (odds ratio = 4.838). In females, pericoronitis on the right side (odds ratio = 2.486), distal radiolucency (odds ratio = 5.203), and menstruation (odds ratio = 3.416) were significant risk factors. This study demonstrated the constructive validity of the Patient-Clinician Pericoronitis Classification. Among females, pericoronitis in mandibular third molars on the right side with radiolucency in menstruating individuals was more severe. In males, upper respiratory tract infection was the sole risk factor associated with pericoronitis severity. Individuals with risk factors should be aware of severe pericoronitis in the coming future.

Urosepsis 30-day mortality, morbidity, and their risk factors: SERPENS study, a prospective, observational multi-center study

PurposeTo provide a descriptive report of mortality and morbidity in the first 30 days of diagnosis of urosepsis. Secondary aim is to identify risk factors of unfavourable outcomes.MethodsProspective observational multicentre cohort study conducted from September 2014 to November 2018 in European hospitals. Adult patients (≥ 18 years) diagnosed with acute urosepsis according to Sepsis-2 criteria with confirmed microbiological infection were included. Outcomes were classified in one of four health states: death, multiple organ failure, single organ failure, and recovery at day 30 from onset of urosepsis. Descriptive statistics and ordinal logistic regression analysis was performed.ResultsThree hundred and fifty four patients were recruited, and 30-day mortality rate was 2.8%, rising to 4.6% for severe sepsis. All patients who died had a SOFA score of ≥ 2 at diagnosis. Upon initial diagnosis, 79% (n = 281) of patients presented with OF. Within 30 days, an additional 5% developed OF, resulting in a total of 84% affected. Charlson score (OR 1.14 CI 1.01–1.28), patients with respiratory failure at baseline (OR 2.35, CI 1.32–4.21), ICU admission within the past 12 months (OR 2.05, CI 1.00–4.19), obstruction causative of urosepsis (OR 1.76, CI 1.02–3.05), urosepsis with multi-drug-resistant(MDR) pathogens (OR 2.01, CI 1.15–3.53), and SOFA baseline score ≥ 2 (OR 2.74, CI 1.49–5.07) are significantly associated with day 30 outcomes (OF and death).ConclusionsImpact of comorbidities and MDR pathogens on outcomes highlights the existence of a distinct group of patients who are prone to mortality and morbidity. These findings underscore the need for the development of pragmatic classifications to better assess the severity of UTIs and guide management strategies.Study registration: Clinicaltrials.gov registration number NCT02380170.

Study on Consumers’ Perceived Benefits and Risks of Smart Energy System

This study explores consumer perceptions of smart energy systems, delving into both the perceived benefits and risks associated with their adoption and usage. This study addresses a crucial gap in understanding the consumer side of smart energy system implementation. Through ordinal logistic regression analysis, the study examines the relationship between various independent variables and an ordinal dependent variable represented on a Likert scale. The findings highlight a significant consumer emphasis on 'Safe Energy System Construction' and 'Economic Benefits,' including 'Home Energy Saving' and 'New Profit Creation.' However, the perceived benefits and risks are influenced by these factors and individual propensities, such as sensitivity to environmental destruction and acceptance of new technology. The study uncovers new areas of concern, exceptionally high energy consumption and the 'Uncertainty of Electricity Rates,' which have not been extensively addressed in previous research. The conclusions drawn from this study suggest a need for balanced policy-making that fosters technological advancement while addressing consumer apprehensions about energy consumption, rate volatility, and privacy. This study contributes to the broader discourse on technology acceptance and the sustainable implementation of smart energy solutions by providing a nuanced understanding of consumer perceptions in the evolving landscape of smart energy systems.

Factors associated with long head of the biceps tendon tear severity and predictive insights for grade II tears in rotator cuff surgery.

In rotator cuff repair, the long head of the biceps tendon (LHB) is a common graft material. However, the factors associated with LHB tear severity are poorly understood, and predicting grade II LHB tears is difficult. This study aimed to identify those factors before surgery. The demographics, medical parameters, and pain severity of 750 patients who underwent arthroscopic surgery from January 2010 to February 2021 were evaluated to determine the factors associated with LHB tear severity and grade II LHB tears. Both the overall study population and the large-to-massive rotator cuff tear (RCT) cohorts were analyzed using ordinal and binary logistic regression analyses. Predictive accuracy for grade II LHB tears was determined using the area under the receiver operating characteristic curve (AUC) curve. In the overall cohort, high-sensitivity C-reactive protein (hs-CRP) >1 mg/L, a subscapularis tear, hypothyroidism, and the tangent sign (P≤0.031) were significantly associated with LHB tear severity, and hs-CRP>1 mg/L, a subscapularis tear, and the Patte retraction degree were significantly associated with grade II LHB tears (P<0.001). In the large-to-massive RCT cohort, hs-CRP>1 mg/L, hypertension, and age ≥50 years (P≤0.034) were significantly associated with LHB tear severity, and hs-CRP>1 mg/L and hypertension were significantly associated with grade II LHB tears (P≤0.026). In both cohorts, hs-CRP >1 mg/L demonstrated good predictive accuracy for grade II LHB tears (AUCs: 0.72 and 0.70). Serum hs-CRP >1 mg/L is associated with LHB tear severity and serves as a reliable predictor of grade II LHB tears, facilitating preoperative assessment of the LHB as potential graft material in arthroscopic rotator cuff repair.

Awareness and Knowledge of Chikungunya Virus Infection Among Healthcare Workers in Hulu Langat District.

As Chikungunya virus (CHIKV) infection continues to rise globally, including in Malaysia, it is essential for healthcare workers (HCWs) to have adequate knowledge about the disease for diagnostic accuracy and to improve public health surveillance systems. This study aimed to assess awareness and measure the level of knowledge of CHIKV infection among HCWs in the Hulu Langat district and explore associated sociodemographic and skill-related factors. This was a cross-sectional study in which the questionnaire was physically distributed to participants using the universal sampling method. All participants (100%) were aware of CHIKV infection, and most (80.1%) had knowledge of the disease. Furthermore, networks such as professional members, family, and friends (27.8%), followed by professional development programs (23.1%), were identified as the common platforms utilized by HCWs to access information regarding CHIKV infection. Ordinal logistic regression analysis further demonstrated that the level of education (odds ratio [OR] = 2.23, 95% confidence interval [CI] [1.14, 4.35]) and HCWs who attended Continuing Medical Education (CME)/courses on CHIKV infection (OR = 1.73, 95% CI [1.00, 3.01]) and had experience in handling the case (OR = 3.23, 95% CI [1.44, 7.28]) were significantly associated with awareness and knowledge of the disease. Implementing continuous education and training can enhance HCWs' understanding of CHIKV infection.

Early automated cerebral edema assessment following endovascular therapy: impact on stroke outcome.

Cerebral edema (CED) is associated with poorer outcome in patients with acute ischemic stroke (AIS). The aim of the study was to investigate the factors contributing to greater early CED formation in patients with AIS who underwent endovascular therapy (EVT) and its association with functional outcome. We conducted a multicenter cohort study of patients with an anterior circulation AIS undergoing EVT. The volume of cerebrospinal fluid (CSF) was extracted from baseline and 24-hour follow-up CT using an automated algorithm. The severity of CED was quantified by the percentage reduction in CSF volume between CT scans (∆CSF). The primary endpoint was a shift towards an unfavorable outcome, assessed by modified Rankin Scale (mRS) score at 3 months. Multivariable ordinal logistic regression analyses were performed. The ∆CSF threshold that predicted unfavorable outcome was selected using receiver operating characteristic curve analysis. We analyzed 201 patients (mean age 72.7 years, 47.8% women) in whom CED was assessable for 85.6%. Higher systolic blood pressure during EVT and failure to achieve modified Thrombolysis In Cerebral Infarction (mTICI) 3 were found to be independent predictors of greater CED. ∆CSF was independently associated with the probability of a one-point worsening in the mRS score (common odds ratio (cOR) 1.05, 95% CI 1.03 to 1.08) after adjusting for age, baseline mRS, National Institutes of Health Stroke Scale (NIHSS), and number of passes. Displacement of more than 25% of CSF was associated with an unfavorable outcome (OR 6.09, 95% CI 3.01 to 12.33) and mortality (OR 6.72, 95% CI 2.94 to 15.32). Early CED formation in patients undergoing EVT was affected by higher blood pressure and incomplete reperfusion. The extent of early CED, measured by automated ∆CSF, was associated with worse outcomes.

Awareness of tobacco industry tactics among tobacco control communities in Thailand and its association with attitudes towards tobacco industry and perceptions of e-cigarettes.

Tobacco industry denormalisation is a key strategy recommended by the WHO Framework Convention on Tobacco Control as it is associated with reducing smoking behaviours and positively influencing public and policymakers' opinion towards tobacco control. However, studies of awareness of tobacco industry tactics among public health players and policymakers in low-income and middle-income countries are limited. We conducted an online survey of individuals who had been involved in tobacco control in Thailand. Multivariate ordinal logistic regression analysis was used to determine the association between awareness of tobacco industry tactics and different attitudes towards tobacco industry and perceptions towards e-cigarettes, controlling for role in tobacco control and demographics among 441 respondents. Of the respondents, 11.3% had never heard of any tobacco industry tactics, whereas 11.1% had heard of all tactics asked in the survey. Tobacco industry tactics which were less known by participants were intimidation (30.6%) and illicit trade (37.4%). Participants who were more aware of tobacco industry tactics were more likely to have negative attitudes towards the tobacco industry and e-cigarettes. Compared with active experts of the Provincial Tobacco Products Control Committee and provincial public health officials who work in tobacco control programmes, advocates who worked for civil society organisations in tobacco control were more aware of tobacco industry tactics and had less favourable perceptions of e-cigarettes. This study emphasises the importance of educating public health professionals and policymakers about tobacco industry behaviour, especially in the era of e-cigarettes.

Navigating the clouds: Cultural influences on technology acceptance in the workplace

In an era in which cloud computing is redefining business paradigms, understanding the interplay between organizational culture and technology adoption becomes paramount. Conducted across various European countries from May to July 2023, this study, with a final dataset of 145 responses, ventures beyond traditional technology acceptance models. By integrating Hofstede's cultural dimensions with the perceived usefulness construct from the Technology Acceptance Model (TAM), we explore their collective impact on cloud service utilization in the workplace. Employing a robust survey methodology and ordinal logistic regression analysis, this research reveals nuanced insights into how individualism and uncertainty avoidance influence cloud adoption, with perceived usefulness acting as a pivotal moderator. The findings not only extend the theoretical discourse on technology acceptance by highlighting the intricate role of cultural factors but also offer practical guidance for crafting IT strategies that align with individual cultural values. Contributing to the scholarly conversation on digital transformation within organizational contexts, this paper provides a comprehensive understanding of the factors driving cloud service utilization among employees. Its implications resonate across the academic and practical realms, underscoring the significance of cultural awareness in the successful implementation of cloud technologies.

Factors influencing Satisfaction with mobile phone use for Accessing Agricultural Marketing Information by grape smallholder farmers in Dodoma, Tanzania

Purpose Despite the vast potential of mobile phone use, grape smallholder farmers’ satisfaction with mobile phone use has attracted insufficient attention among scholars in Tanzania. The study examined factors influencing satisfaction with mobile phone use for accessing agricultural marketing information. Design/methodology/approach The study used a cross-sectional research design and a mixed research method. Structured questionnaire and focus group discussions were used to collect primary data from 400 sampled grape smallholder farmers. Data were analysed inferentially involving two-way analysis of variance, ordinal logistic regression and thematic analysis. Findings The findings indicate a statistically significant disparity in grape smallholder farmers’ satisfaction across different types of agricultural marketing information. Grape smallholder farmers exhibited higher satisfaction levels concerning information on selling time compared to all other types of agricultural marketing information (price, buyers, quality and quantity). Factors influencing grape smallholder farmers’ satisfaction with mobile phone use were related to perceived usefulness, ease of use, experience and cost. Originality/value This study contributes to scientific knowledge by providing actionable insights for formulating unique strategies for smallholder farmers’ satisfaction with agricultural marketing information.

Association of depression and sleep quality with frailty: a cross-sectional study in China.

With the rapid growth of global aging, frailty has become a serious public health burden, affecting the life quality of older adults. Depressive symptoms (depression hereafter) and sleep quality are associated with frailty, but the pathways in which sleep quality and depression affect frailty remain unclear. This cross-sectional study included 1866 community-dwelling older adults. Demographic characteristics and health-related data of them was collected, and we also assessed frailty, depression, and sleep quality. Descriptive statistics were carried out and ordinal logistic regression analysis was used to identify the factors correlated with frailty. Spearman correlation analysis and mediation analysis were employed to assess associations between sleep quality, depression and frailty. Two-sided p < 0.05 was considered as significant. The results showed that 4.1% older adults were frail and 31.0% were pre-frail. Ordinal logistic regression showed that age, consumptions of vegetables, exercise, sleep quality, depression, number of chronic diseases, chronic pain, and self-rated health were correlated with frailty. Spearman correlation analysis revealed that frailty was associated with depression and sleep quality. There was a mediation effect that sleep quality was a significant and positive predictor of frailty (total effect = 0.0545, 95% boot CI = 0.0449-0.0641), and depression was a mediator between sleep quality and frailty (mediation effect = 60.4%). Depression and poor sleep quality may be early indicators of frailty in older adults. Improving the sleep quality and psychological state of older adults can improve frailty, which is beneficial for healthy aging.

The Influence of Protecting Leadership Voices from Below Behaviour on the Digital Transformation of Insurance Firms in Kenya

This research investigated the impact of protecting leadership voices from below behaviour on the digital transformation of insurance firms in Kenya. This study, grounded in adaptive leadership framework, adopted a positivist approach and a descriptive research design to study a target population of 392 supervisors from the 56 registered insurance firms listed by the Insurance Regulatory Authority. The final sample of 127 respondents, represented a response rate of 63%, was drawn using a stratified random sampling technique. Protecting leadership voices from below behaviour was operationalized through the dimensions of employee voice, employee engagement, and work environment, while digital transformation was assessed using metrics such as digital innovation, customer experience, and returns on assets. Inferential statistical analyses, including correlation analysis, chi-square test, one-way ANOVA, ordinal logistic regression were adopted to test the research hypotheses. The findings from the ordinal logistic regression analysis, indicated by the Nagelkerke Pseudo R-square coefficient, demonstrate that protecting leadership voices from below behaviour explains 37% of the variance in digital transformation (Nagelkerke Pseudo R² = .37). Moreover, the parameter estimates obtained from the ordinal regression analysis revealed a statistically significant and positive relationship between protecting leadership voices from below behaviour and digital transformation, β6 = -18.647, p≤.05. In conclusion, this study establishes a substantial connection between protecting leadership voices from below behaviour, and the digital transformation of insurance firms in Kenya. Specifically, when leaders create a conducive work environment that encourages employees voice and engagement, this adaptive leadership behaviour significantly and positively influences digital transformation. Consequently, leaders are recommended to proactively embrace protecting leadership voices from below behaviour by implementing policies and practices that promote employee voice, enhance employee engagement, and establish supportive work environments. These efforts will facilitate and enhance the prospects of achieving successful digital transformation within the Kenyan insurance industry. Further studies on the adaptive leadership framework in the broader financial services industry are recommended.

Outreach work in Belgian primary care practices during COVID-19: results from the cross-sectional PRICOV-19 study

BackgroundGeneral practitioners (GPs) have a vital role in reaching out to vulnerable populations during and after the COVID-19 pandemic. Nonetheless, they experience many challenges to fulfill this role. This study aimed to examine associations between practice characteristics, patient population characteristics and the extent of deprivation of practice area on the one hand, and the level of outreach work performed by primary care practices (PCPs) during the COVID-19 pandemic on the other hand.MethodsBelgian data from the international PRICOV-19 study were analyzed. Data were collected between December 2020 and August 2021 using an online survey in PCPs. Practices were recruited through randomized and convenience sampling. Descriptive statistics and ordinal logistic regression analyses were performed. Four survey questions related to outreach work constitute the outcome variable. The adjusted models included four practice characteristics (practice type, being a teaching practice for GP trainees; the presence of a nurse or a nurse assistant and the presence of a social worker or health promotor), two patient population characteristics (social vulnerability and medical complexity) and an area deprivation index.ResultsData from 462 respondents were included. First, the factors significantly associated with outreach work in PCPs are the type of PCP (with GPs working in a group performing more outreach work), and the presence of a nurse (assistant), social worker or health promotor. Second, the extent of outreach work done by a PCP is significantly associated with the social vulnerability of the practice’s patient population. This social vulnerability factor, affecting outreach work, differed with the level of medical complexity of the practice’s patient population and with the level of deprivation of the municipality where the practice is situated.ConclusionsIn this study, outreach work in PCPs during the COVID-19 pandemic is facilitated by the group-type cooperation of GPs and by the support of at least one staff member of the disciplines of nursing, social work, or health promotion. These findings suggest that improving the effectiveness of outreach efforts in PCPs requires addressing organizational factors at the practice level. This applies in particular to PCPs having a more socially vulnerable patient population.

Determining the Factors Affecting the Climate-Friendly Innovative Technology Usage Levels of Sheep Farms

Climate-friendly smart agriculture (CSA) describes a set of interventions aimed at sustainably increasing productivity and reducing greenhouse gas emissions from agriculture. The aim of this study was to calculate the climate-friendly innovative technology usage indexes of sheep farms in Konya and to determine the affecting factors. Neyman allocation sampling method was used to determine the 151 sheep farms. As a result of the study, it has been determined that 5.96% of the enterprises are low level, 87.42% medium level and 6.62% high level climate-friendly innovative technology users. The general average of Climate-Friendly Innovative Technology Usage Index (CFITU) of the sheep farms is 52.88% and they are medium level climatefriendly innovative technology users. Ordinal logistic regression analysis was conducted to determine the factors influencing the level of CFITU in sheep farms. The results showed that the dependent variable was explained by 7 independent variables with a percentage of 32.5%. Providing education and financial support to farmers in the region regarding climate change perception and technology usage will enhance the level of CFITU in enterprises.

Metabolic surgery results in greater metabolic benefits in patients who achieve healthy weight

BackgroundA percentage of total weight loss >20% as the expected weight loss target after metabolic surgery might be insufficient to produce adequate metabolic benefits. ObjectivesThis study identified the optimal weight loss target to achieve substantial benefits from metabolic surgery. SettingUniversity-affiliated tertiary care center MethodsIn this retrospective study, participants were categorized into healthy weight (18.5 kg/m2≤ body mass index [BMI] <24 kg/m2), overweight (24 kg/m2≤ BMI <28 kg/m2), and obesity groups (BMI ≥28 kg/m2) according to their BMI 1 year after metabolic surgery. The weight loss and remission of obesity-related comorbidities were evaluated. Ordinal logistic regression analysis was used to identify predictors for achieving healthy weight 1 year postoperatively. ResultsOverall, 125 patients (112 sleeve gastrectomies, 13 Roux-en-Y gastric bypasses) were recruited in this study. Forty-two participants achieved healthy weight, 38 were overweight, and 45 had obesity. Type 2 diabetes mellitus and obstructive sleep apnea were relieved in all groups. Individuals who achieved healthy weight showed more improvements in non-alcoholic fatty liver disease, hypertension, and hyperuricemia than those who did not. Preoperative BMI was an independent predictor for the BMI achieved postoperatively, and the optimal cut-off point for achieving healthy weight was 34.9 kg/m2. ConclusionsHealthy weight was a more stringent target for patients who underwent metabolic surgery than the percentage of total weight loss. Populations with a preoperative BMI of <34.9 kg/m2 were prone to realize the goal. Additional weight loss interventions could be considered for those with higher preoperative BMIs and enforced within 1 year postoperatively.

Latent profiles of academic resilience in undergraduate nursing students and their association with resilience and self-efficacy

AimThis study aimed to investigate the heterogeneity of academic resilience among nursing students using latent profile analysis and its associated influencing factors. BackgroundNursing students experience higher levels of stress compared to their peers in other professions, and the cultivation of academic resilience plays a pivotal role in their ability to effectively cope with this stress. Academic resilience not only facilitates success in the face of academic adversity but also contributes to the promotion of mental well-being among nursing students. However, the current research on the academic resilience of nursing students has predominantly focused on a scale-centered total score approach, disregarding individual variability, and hindering the development to inform personalized interventions for enhancing academic resilience. DesignA cross-sectional study. MethodsA convenience sampling method was used to collect a total of 644 nursing students from two medical schools in Guangzhou City. The participants were recruited through an online survey conducted from January to March 2023.The questionnaires consisted of a general information form, the Chinese version of the Academic Resilience Scale-30 (C-ARS-30), the 10-item Connor Davidson Resilience Scale (CD-RISC-10), and the General Self-Efficacy Scale (GSES). Latent profile analysis was used to identify distinct categories of academic resilience among nursing students, and influencing factors were examined through ordinal logistic regression analysis. ResultsThe academic resilience levels of nursing students can be divided into three potential categories: 'low academic resilience' (13.0%), 'moderate academic resilience' (70.0%), and 'high academic resilience' (17.0%). Level of grade, GPA, self-reported physical health level, resilience and self-efficacy were significantly influenced the different categories of academic resilience of nursing students (P<0.05). ConclusionsThe majority of undergraduate nursing students were placed in the moderate academic resilience group, however, educational institutions should pay special attention to nursing students demonstrating low levels. Regular assessments of academic resilience are recommended, and personalized interventions should be tailored to address specific academic resilience characteristics across different grades of nursing students. Strategies aimed at enhancing academic resilience among nursing students may include improvements in GPA performance, attention to physical health, and the reinforcement of resilience and self-efficacy.

Association of Frailty with Patient-Report Outcomes and Major Clinical Determinants in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease.

This study aimed to explore the correlation of frailty status with disease characteristics and patient-reported outcomes (PROs) in patients with acute exacerbations of chronic obstructive pulmonary disease (AECOPD) and determine the sensitivity and specificity of modified COPD PRO scale (mCOPD-PRO) for detecting frailty. This cross-sectional study surveyed 315 inpatients with AECOPD from a tertiary hospital in China from August 2022 to June 2023. Patient frailty and PROs were assessed using the validated FRAIL scale and mCOPD-PRO, respectively. Spearman's ρ was used to assess the relevance of lung disease indicators commonly used in clinical practice, and ordinal logistic regression analyses were used to identify the variables associated with frailty status. The validity of mCOPD-PRO in discriminating frail or non-frail individuals was determined using the receiver operating characteristic curve. The participants (N=302, mean age 72.4±9.1 years) were predominantly males (73.2%). Among them, 43 (14.3%) patients were not frail, whereas 123 (40.7%) and 136 (45.0%) patients were pre-frail and frail, respectively. The FRAIL scale was moderately correlated with the mCOPD-PRO scores (Spearman's rank correlation coefficient [Rs]=0.52, P<0.01) for all dimensions (Rs=0.43-0.49, P<0.01). Patients residing in rural areas (odds ratio [OR], 1.67; 95% confidence interval [95% CI], 1.01-2.76) and with higher mCOPD-PRO scores (OR, 4.78; 95% CI, 2.75-8.32) were more likely to be frail. Physically active patients (OR, 0.42; 95% CI, 0.21-0.84) were less likely to be frail. In addition, mCOPD-PRO had good discriminate validity for detecting frailty (area under the curve=0.78), with a sensitivity and specificity of 84.6% and 60.8%, respectively. The optimal probability threshold for mCOPD-PRO was ≥1.52 points. In patients with AECOPD, frailty is closely related to PROs and disease characteristics. Additionally, the mCOPD-PRO score can distinguish well between frail and non-frail patients. Our findings provide support for interventions targeting frail populations with AECOPD.

Intimate Partner Violence and Human Trafficking Screening and Services in Primary Care Across Underserved Communities in the United States-Initial Examination of Trends, 2020-2021.

The Health Resources and Services Administration (HRSA) began collecting data on intimate partner violence (IPV) and human trafficking (HT) in the 2020 Uniform Data System (UDS). We examined patients affected by IPV and HT served by HRSA-funded health centers in medically underserved US communities during the COVID-19 pandemic. We established a baseline and measured trends in patient care by analyzing data from the 2020 (N = 28 590 897) and 2021 (N = 30 193 278) UDS. We conducted longitudinal ordinal logistic regression analyses to assess the association of care trends and organization-level and patient characteristics using proportional odds ratios (PORs) and 95% CIs. The number of clinical visits for patients affected by IPV and HT decreased by 29.4% and 88.3%, respectively, from 2020 to 2021. Health centers serving a higher (vs lower) percentage of pediatric patients were more likely to continuously serve patients affected by IPV (POR = 2.58; 95% CI, 1.01-6.61) and HT (POR = 6.14; 95% CI, 2.06-18.29). Health centers serving (vs not serving) patients affected by IPV were associated with a higher percentage of patients who had limited English proficiency (POR = 1.77; 95% CI, 1.02-3.05) and Medicaid beneficiaries (POR = 2.88; 95% CI, 1.48-5.62), whereas health centers serving (vs not serving) patients affected by HT were associated with a higher percentage of female patients of reproductive age (POR = 15.89; 95% CI, 1.61-157.38) and urban settings (POR = 1.74; 95% CI, 1.26-2.37). The number of clinical visits for patients affected by IPV and HT during the COVID-19 pandemic declined. Delayed care will pose challenges for future health care needs of these populations.

Albumin to globulin ratio (AGR) in systemic lupus erythematosus: correlation with disease activity.

To investigate the role of albumin-to-globulin ratio (AGR) in systemic lupus erythematosus (SLE) and its relationship with disease activity. This retrospective study consecutively selected patients with SLE and healthy controls. Patients were divided into three groups according to the SLE Disease Activity Index 2000 (SLEDAI-2K): group 1 (mild disease activity, SLEDAI-2K ≤ 6), group 2 (moderate disease activity, SLEDAI-2K 7-12) and group 3 (severe disease activity, SLEDAI-2K > 12). Predictors of SLE disease activity were analysed by ordinal logistical regression. A total of 101 Chinese patients with SLE and 75 healthy Chinese controls were included. Patients with SLE had lower AGR values than healthy individuals, and group 3 patients with SLE displayed lower AGR values than those in group 1, but similar values to group 2. AGR was inversely correlated with SLEDAI-2K (r = -0.543). Ordinal logistic regression analysis showed that lower AGR (β = -1.319) and lower complement C4 (β = -1.073) were independent risk factors for SLE disease activity. AGR was decreased in patients with SLE and may be utilized as a useful inflammatory biomarker for monitoring SLE disease activity.

Age at Diagnosis of Diabetes in Young Men is Associated with Albuminuria.

Early-onset diabetes appears to be an aggressive phenotype of type 2 diabetes (T2D). The impact of the age of onset of T2D on albuminuria, especially high urinary albumin excretion, remains to be investigated. To determine whether adults diagnosed with T2D between the ages of 18 and 45 more aggressively develop albuminuria. Conducted at Taizhou People's Hospital from November 2018 to August 2020, this cross-sectional study enrolled T2D patients. Anthropometric measures, metabolic profiles, and urinary albumin creatinine ratio were examined. Patients were categorized into early-onset (≤45 years) and late-onset (> 45 years) groups. Univariate and multivariate analyses were performed to identify albuminuria risk factors. Subgroups were formed based on age at diabetes diagnosis and gender. Multivariate ordinal logistic regression analysis was then conducted to identify distinct risk factors within each subgroup. Analyzing 1900 T2D patients, it was found significantly higher albuminuria prevalence in early-onset patients (35.08% vs 29.92%, P = 0.022). The risk of albuminuria in early-onset patients was 1.509 times higher than that in late-onset patients, especially among male patients, where the risk increased to 1.980. For late-onset patients, disease duration and glycated hemoglobin (HbA1c) were identified as risk factors, whereas for early-onset patients, body-mass index (BMI) and systolic blood pressure were associated with increased risk. Among male patients, age at diagnosis of diabetes, blood pressure, and BMI were identified as risk factors, while for female patients, disease duration and HbA1c played a significant role. Additionally, high-density lipoprotein cholesterol was found to be a protective factor against albuminuria. Individuals diagnosed with T2D before 45 face heightened albuminuria risk, especially males. Risk factors vary by gender and onset age, highlighting the need for tailored management strategies.