Prevalence of Selected Cardiovascular Risk Factors and Their Associated Factors among People Living with HIV/AIDS in India.

Background: Low- and middle-income countries face the dual problem of infectious and non-infectious diseases. Persons living with HIV/AIDS (PLHIV) are also at risk of cardiovascular diseases. Hence, we did this study to determine the prevalence of cardiovascular risk factors (CVRF) among PLHIV and to find the factors associated with it. Methods: We carried out a cross-sectional analytical study among all adults aged ≥18 years registered at a facility-integrated anti-retroviral therapy center in Puducherry, India, from September 2016 to February 2018. After obtaining informed consent, we interviewed the participants to assess physical activity, alcohol, and tobacco use. We measured weight, height, abdominal circumference, and blood pressure, with biochemical investigations such as blood glucose and lipid profile. Results: Of the total 316 adults PLHIV studied, the most common cardiovascular risk factor found was dyslipidemia (82.7%), followed by inadequate physical activity (74.4%). Other behavioral risk factors studied, such as current tobacco use and current alcohol use, showed a prevalence of 12.8% and 5.4%, respectively, among male participants. The prevalence of hypertension among adult PLHIV studied was 15.8%, and diabetes was 12.3%. In the multivariate analysis, diabetes, and hypertension were significantly associated with age and literacy. Obesity was found to be associated with diabetes and abdominal obesity with dyslipidemia. Conclusion: Dyslipidemia was the most common cardiovascular risk factor, followed by inadequate physical inactivity among PLHIV. Regular screening with blood glucose, blood pressure, and lipid profile, and timely cross-referrals can help in the early detection of CVRF among PLHIV and hence improve their quality of life through appropriate treatment.

Self-directed learning for medical graduates: A boon or bane in disguise? A cross-sectional study in Chennai.

BACKGROUND: Self-directed learning (SDL) is an essential aspect of adult education or andragogy, gaining significance in medical education with the introduction of competency-based medical education. The primary objective of this study is to assess the self-directed learning abilities of second-year medical undergraduates in Chennai, South India, and to identify potential challenges and gaps in their learning process. MATERIALS AND METHODS: A cross-sectional study was conducted among 82 second-year medical students attending self-directed learning sessions at a medical college in Chennai. Data were collected using the self-directed learning instrument (SDLI), a standardized questionnaire, administered through Google Forms. Participants' identities were maintained confidential. Data were analyzed using SPSS version 22.0. Descriptive data were presented as proportions and percentages. Normally distributed quantitative data were expressed as mean and standard deviation. Non-normal continuous data were expressed as median and interquartile range (IQR). RESULTS: The majority of the students (61%) demonstrated a high level of SDL ability, with a median score of 76. Students exhibited strong learning motivation (mean score 4.11) but struggled with planning and implementation (mean score 3.07). The maximum mean score was 4.11 for item 3 (constant improvement and excelling in learning), and the minimum mean score was 3.07 for item 11 (arranging and controlling learning time). The students showed high self-monitoring (mean score 3.76) and interpersonal communication skills (mean score 4.00). CONCLUSIONS: SDL emerges as a boon for medical undergraduates in this study. By providing adequate training to faculty members on SDL implementation and guidance to students on planning and time management, SDL can play a pivotal role in enhancing medical education quality and fostering life-long learning among future medical professionals.

Association between domestic violence and unintended, terminated pregnancy and complications during pregnancy among Indian women: Findings from nationally representative survey.

Background: Women experiencing domestic violence might have restrictions in the pregnancy-related decision-making and care-seeking process leading to adverse pregnancy outcomes. We explored the association between domestic violence and undesirable pregnancy events. Methods: 63,796 women aged 18-49 years covered under the domestic violence module of National Family Health Survey-5, 2019-21. Stratification and clustering in the complex sampling design of the survey were accounted in analysis. Using Poisson regression, prevalence ratio (PR) was reported to provide association of domestic violence with undesirable pregnancy events. Results: Prevalence of undesirable pregnancy events was 25.0% (95%CI: 24.4%-25.7%) amongst women aged 18-49 years. Prevalence of unintended, terminated pregnancy and complications during pregnancy was 3.2%, 5.1% and 20.9%, respectively. Women aged ≥35 years, educated, unemployed, primi or multi parity, intimate partner/husband being uneducated, facing problem with access to healthcare, belonging to large number of household members (≥4) and poorest or poorer quintile had significantly higher chance of having undesirable pregnancy events. Sexual violence (aPR: 1.11, p = 0.02) had higher chance of having undesirable pregnancy events. Conclusion: One-fourth of reproductive-age group women had undesirable pregnancy events. Sexual violence was significantly associated with these events. Effective policy should protect women from domestic violence to promote maternal well-being.

Budget impact and cost-utility analysis of prophylactic emicizumab versus on-demand bypassing agents for adolescent severe haemophilia A patients with inhibitors in India.

Introduction: Severe Haemophilia A patients with inhibitors are currently being treated with bypassing agents like activated prothrombin complex concentrates (aPCC) and recombinant factor VIIa. Emicizumab is a recombinant humanized monoclonal antibody, introduced to reduce the bleeding events, improve treatment adherence, and quality of life. However, cost-effectiveness and long-term sustainability of the intervention is not studied in a low middle income setting like India. Aim: The primary objective of this study was to evaluate the cost-utility of Emicizumab compared to traditional bypassing agents in the treatment of severe haemophilia A patients with inhibitors in India. Secondary objective was to analyze the budgetary impact of introducing Emicizumab for this patient population from the perspective of public health system in India. Methods: Markov model was created to compare the prophylactic emicizumab therapy against bypassing agents for a hypothetical cohort of 10-year-old adolescents in India. The time horizon was 10 years and model built based on health system perspective. Cost utility was expressed as costs per quality-adjusted life-years (QALYs) gained. All costs were expressed as 2021 US dollars. Probabilistic sensitivity analysis was performed to check the robustness of the estimates. Results: Prophylactic emicizumab was a cost saving intervention with negative Incremental Cost Utility Ratio (ICUR) against recombinant factor VIIa of -853,573 USD (INR -63,109,773), and negative ICUR of -211,675 USD (INR -15,650,403) against APCC. The estimated total budget for treating all the severe Haemophilia A patients with inhibitors in India was USD 59,042,000 (INR 4,365,329,312) for 10 years' time horizon (per patient cost of USD 295,210 [INR 21,826,646.56]). Conclusion: Prophylactic emicizumab therapy is a cost saving intervention when compared to both the bypassing agents as it is less costly and more effective for severe Haemophilia A patients with inhibitors in India.

Burden, trend and determinants of various forms of domestic violence among reproductive age-group women in India: findings from nationally representative surveys.

BACKGROUND: Violence, a notable human rights concern, has a public health impact across the globe. The study aimed to determine the prevalence and determinants of domestic violence among ever-married women aged 18-49 years in India. METHODS: Secondary data analysis with National Family Health Survey 5, 2019-21 data (NFHS-5) was conducted. The complex sampling design of the survey was accounted-for during analysis. The primary outcome was domestic violence. Prevalence was reported with 95% confidence interval (CI). Prevalence ratio was reported to provide the factors associated with domestic violence using Poisson regression. RESULTS: About 63 796 ever-married women aged 18-49 years covered under domestic violence module of NFHS-5 survey were included. Prevalence of domestic violence (12 months preceding the survey) was 31.9% (95% CI: 30.9-32.9%). Physical violence (28.3%) was the most common form followed by emotional (14.1%) and sexual violence (6.1%). Women with low education, being employed, husband being uneducated or with coercive behavior had significantly higher prevalence of domestic violence. CONCLUSIONS: One-third of the reproductive age-group women were facing some form of domestic violence. Target group interventions like violence awareness campaigns, women supportive services and stringent law enforcement should be implemented to eliminate domestic violence by year 2030.

Marital status and suicidal behavior in South Asia: A systematic review and meta-analysis.

Background and Aims: The connection between marital status and suicidal behavior has been poorly assessed in South Asia. We aimed to see the proportion of marital status in individuals with suicidal behavior in South Asian countries. Methods: We followed PRISMA guidelines and registered the protocol in advance (PROSPERO 2023 CRD42023399906). A systematic search was conducted in Medline, Embase, and PsycINFO. Meta-analyses were performed to pool the proportion of married individuals with suicidal behavior (total [suicide + suicide attempts], suicide, and suicide attempt) in South Asian countries. We considered suicidal behavior consist of suicide and suicide attempts (nonfatal). Results: Our search identified 47 studies for this review from 6 countries published from 1999 to 2022 with a sample size ranging from 27 to 89,178. The proportion of married individuals was 55.4% (95% CI: 50.1-60.5) for suicidal behavior, 52.7% (95% CI: 44.5-60.7) for suicides, and 43.1 (95% CI: 32.9-53.9) for suicide attempts. The proportion of married persons among suicide attempts varied significantly across countries (p = 0.016) which was highest (61.8%; 95% CI: 57.2-66.2) in India, followed by Bangladesh (52.5%; 95% CI: 41.8%-62.9%) and Pakistan (45.1%; 95% CI: 30.9-59.9). The pooled proportions did not differ significantly in relation to the quality of the studies (p = 0.633). Conclusion: This review identified married persons died more than others by suicide in South Asian countries while single persons attempted suicide than married. As the current study did not assess any cause-and-effect association, a cautious interpretation is warranted while considering married marital status as a risk factor.

Barriers and Facilitators to Implementing the National Patient Safety Implementation Framework in Public Health Facilities in Tamil Nadu: A Qualitative Study.

BACKGROUND: In 2017, the National Patient Safety Implementation Framework (NPSIF) was introduced in India to ensure patient safety at different levels of the health care delivery system by 2025. Evaluating the implementation status, feasibility, and challenges and obtaining suggestions for improvement are key to the successful and sustainable implementation of any national health framework. Hence, we explored the facilitators and challenges in implementing the NPSIF and sought suggestions to address the challenges. METHODS: We adopted a descriptive qualitative approach to inquire about NPSIF implementation. Health care workers were selected using maximum variability sampling from 18 secondary- and tertiary-level public health care facilities in Tamil Nadu, India. From August to October 2021, we conducted a total of 80 key informant interviews and in-depth interviews with the relevant officers in-charge and HCWs of varied cadres. RESULTS: Facilitating factors reported were facilities obtaining/working toward quality certification; availability of standard protocols and checklists; and government rewards for the best-performing hospitals, doctors, and staff. Major implementation challenges reported were staff shortages; lack of infrastructure, facilities, and equipment; lack of awareness about patient safety, noncompliance to standard guidelines, and lack of patient cooperation. Recommendations suggested to overcome these challenges included providing educational materials to patients, offering regular continuing medical education and training, improving record maintenance, having a dedicated staff/team and surveillance system setup for patient safety and dedicated staff for data entry, filling existing staff vacancies, and using a carryover option for funding. CONCLUSION: Based on the current situation of patient safety practices in public health facilities in Tamil Nadu, it will be difficult to achieve full-scale implementation of the NPSIF by 2025. However, as a first step, a core patient safety committee can be formed at the state level to develop a Gantt chart for implementation based on the priorities over the next 2 years.

Association between acute liver injury & severity and mortality of COVID-19 patients: A systematic review and meta-analysis.

Background: Acute liver injury (ALI), a complication often seen in COVID-19 patients, can lead to severe liver damage, multi-organ failure, acute vascular events, and can potentially escalate to patient mortality. Given this, we initiated a meta-analysis to investigate the correlation between ALI and adverse outcomes in COVID-19 patients. Methods: We conducted an exhaustive search of databases, including Medline, Embase, PubMed Central, ScienceDirect, Google Scholar, and the Cochrane Library, from the November 2019 until January 2022. The quality of the included studies was evaluated using the Newcastle Ottawa (NO) scale. Our meta-analysis was carried out using a random-effects model and results were presented as pooled odds ratios (ORs) with their corresponding 95% confidence intervals (CIs). Results: Our analysis incorporated 20 studies involving a total of 13,850 participants, predominantly from China and the United States. According to the NO scale, the majority of these studies were categorized as low-quality. Patients with ALI faced approximately 7 times higher odds of severe COVID-19 symptoms (pooled OR = 7.09; 95%CI: 4.97 to 10.12) and over 5 times higher odds of mortality (pooled OR = 5.50; 95%CI: 3.37 to 8.99) when compared to those without ALI. Conclusion: Our findings affirm that ALI is a potent predictor of adverse outcomes, including severity and mortality, among COVID-19 patients. Recognizing and promptly addressing ALI in COVID-19 patients could be pivotal in improving prognosis and tailoring individualized patient management strategies. This underscores the need for clinicians to be vigilant about liver complications in the COVID-19 patients and integrate appropriate interventions in the treatment paradigm.

Equity and extent of financial risk protection indicators during COVID-19 pandemic in rural part of Tamil Nadu, India.

Catastrophic health expenditure [CHE] in India is on a rise. This situation would worsen even further when resources are disproportionately distributed across various socioeconomic classes. Hence, we conducted this study to determine the equity and extent of out-of-pocket [OOP] payments, Catastrophic health expenditure and impoverishment among rural households during COVID-19 pandemic in Tamil Nadu, India. A cross-sectional survey covering 2409 households was conducted during November 2021 across six districts in rural part of Tamil Nadu. Information on out-of-pocket payments, Catastrophic health expenditure (based on 40% capacity-to-pay [CTP] method) and impoverishment was obtained through World Health Organization standard criteria. Point estimates were reported as proportions with 95% Confidence Interval [CI]. Our results showed that the proportion of households with out-of-pocket payments on health and Catastrophic health expenditure in the month preceding the survey was 82.8% (95%CI: 81.2%-84.3%) and 26.9% (95%CI: 25.1%-28.7%) respectively. Nuclear (couple with dependent children only) and joint family type (extended family), presence of under-five children and lower socioeconomic status were significant determinants of Catastrophic health expenditure. The prevalence of impoverishment was 6.4% (95%CI: 5.4%-7.5%). To conclude, more than three fourth of the rural households in Tamil Nadu has out-of-pocket payments for health with one-fourth having Catastrophic health expenditure. Almost one in fourteen non-poor households faced impoverishment during the COVID-19 pandemic. This shows the disproportionate distribution of health expenses especially in the rural areas. Hence, appropriate financial risk protection measures should be taken in order to progress towards universal healthcare in our country.

Non-pharmacological Interventions for Tobacco Cessation in India: A Systematic Review and Network Meta-analysis.

INTRODUCTION: Non-pharmacological management of tobacco cessation has been reported to yield a high level of abstinence from tobacco usage. However, it is unclear which type of non-pharmacological intervention to be adopted in national tobacco control program. Hence, we undertook this review to identify the best non-pharmacological tobacco cessation therapies for tobacco cessation. AIMS AND METHODS: Systematic literature search was performed in EMBASE, SCOPUS, PubMed Central, CENTRAL, MEDLINE, Google Scholar, ScienceDirect, and Clinicaltrials.gov from 1964 until September 2022. Randomized controlled trials assessing the effectiveness of non-pharmacological intervention for tobacco cessation in India were eligible for inclusion. Comparative intervention effect estimates obtained from network meta-analyses were represented as pooled odds ratio (OR) with 95% confidence interval (CI). RESULTS: 21 studies were eligible for the analysis. More than half of the studies had high risk of bias. E-Health intervention had the highest OR (pooled OR = 9.90; 95% CI: 2.01 to 48.86) in terms of tobacco cessation rate followed by group counseling (pooled OR = 3.61; 95% CI: 1.48 to 8.78) and individual counseling (pooled OR = 3.43; 95% CI: 1.43 to 8.25). Brief advice or self-help intervention or comparison between each of these interventions against each other (both direct and indirect network) did not yield any significant results. CONCLUSIONS: E-Health intervention was the best intervention followed by group intervention and individual face-to-face counseling intervention for tobacco cessation in India. Nonetheless, more high-quality large-scale RCTs either individual or by combining the e-Health, individual, or group counseling interventions are required to provide conclusive evidence and subsequent adoption into the national health programs in India. IMPLICATIONS: This study would aid the policymakers, clinicians, and public health researchers in choosing the right tobacco cessation therapy to be offered across various levels of the healthcare delivery system, including major health facilities providing drug therapy (ie, concurrently with pharmacological treatment for tobacco cessation) in India. The study findings can be adopted by the national tobacco control program to decide the appropriate intervention package and identify the areas of focus to perform tobacco-related research in the country.

Compliance with hand hygiene practices and its appropriateness among healthcare workers during COVID-19 pandemic in public health facilities of Tamil Nadu, India.

Background: Compliance with appropriate hand hygiene practises is the most efficient and cost-effective intervention that can be implemented in the healthcare setting. Given its importance, we tried to capture the compliance with hand hygiene practises and their appropriateness among healthcare workers during the COVID-19 pandemic in public health facilities in Tamil Nadu. Methods: This cross-sectional study involved doctors, nurses, and allied healthcare professionals from various departments in 18 public healthcare facilities spanning six districts in Tamil Nadu. A random-intercept model was employed for the multivariable logistic regression analysis to evaluate the factors influencing hand hygiene compliance and its adequacy. The effect size was presented as an adjusted odds ratio (aOR) accompanied by a 95% confidence interval (CI). Results: In total, 2733 hand hygiene observations were made. Only during 19.4% (95%CI: 17.9%-20.9%) of these observations, hand washing was done. Only during 37.9% (95%CI: 33.9%-42.1%) of these observations, hand washing was done appropriately by following all the essential steps of hand hygiene. Nurses (aOR = 2.49; 95%CI: 1.90-3.26), healthcare workers in General Surgery (aOR = 2.18; 95%CI: 1.53-3.10) and Obstetrics & Gynaecology departments (aOR = 1.75; 95%CI: 1.26-2.43), working in inpatient departments (aOR = 2.64; 95%CI: 1.38-5.04) had significantly higher compliance to hand hygiene practices. Nurses (aOR = 2.58; 95%CI: 1.33-5.01) and General Medicine department healthcare workers (aOR = 1.98; 95%CI: 1.09-3.61) had significantly higher compliance to appropriate hand hygiene practices. Conclusion: Our study shows that only during one-fifth of the observations did healthcare workers do hand washing, and less than 10% did it appropriately by following all the essential steps of hand hygiene.

Institutional disrespect and abuse during health-care utilization in public health facilities of Tamil Nadu: A facility-based cross-sectional survey.

Background: Disrespect and abuse have a negative impact on the quality of care provided in the public health facilities, thereby impacting the public health-care utilization of the patients. Objectives: This study aims to capture the burden and determinants of disrespect and abuse faced by the patients who seek care from public health facilities in Tamil Nadu. Methods: This study was conducted among 4917 participants at outpatient and inpatient levels in 18 public health facilities across six districts in Tamil Nadu. Institutional disrespect and abuse were reported as proportion with 95% confidence interval (CI). Logistic regression model was done to assess the determinants of institutional disrespect and abuse. Results: Overall, the proportion of participants facing some form of institutional disrespect and abuse was 9.8% (95% CI: 9.0%-10.6%). Elderly patients (≥60 years) (adjusted odds ratio [aOR] = 2.71; 95% CI: 1.27-5.76), widowed/separated/divorced (aOR = 1.99; 95% CI: 1.11-3.57), patients with higher educational qualification (aOR = 1.82; 95% CI: 1.25-2.64), patients belonging to the richest quintile in terms of socioeconomic status (aOR = 4.96; 95% CI: 3.59-6.84), and patients having some form of chronic disease (aOR = 1.37; 95% CI: 1.07-1.75) had significantly higher odds of facing institutional disrespect and abuse. Conclusion: Almost one in ten patients visiting secondary and tertiary care public health facilities in Tamil Nadu had faced some form of disrespect during their hospital visit/stay. The findings from our study should be taken up and further qualitative exploration to identify the reasons for such disrespectful care and corrective solutions should be suggested.

Evaluation of National Patient Safety Implementation Framework in Selected Public Healthcare Facilities of Tamil Nadu: An Operational Research.

BACKGROUND: The Ministry of Health and Family Welfare has introduced the "National Patient Safety Implementation Framework" to ensure the patient safety at different levels of healthcare delivery system. However, there is limited effort made in evaluating the implementation status of this framework. Hence, we have performed the process evaluation of National Patient Safety Implementation Framework across the public healthcare facilities in Tamil Nadu. METHODS: This was a facility-level survey conducted by research assistants who visited 18 public health facilities across 6 districts of Tamil Nadu, India, for the purpose of documenting the presence of structural support systems and strategies to promote patient safety. We developed a tool for data collection based on the framework. It comprised a total of 100 indicators under the following domains and subdomains: structural support, systems for reporting, workforce, infection prevention and control, biomedical waste management, sterile supplies, blood safety, injection safety, surgical safety, antimicrobial safety, and COVID-19 safety. RESULTS: Only one facility (subdistrict hospital) belonged to the high-performing category with a score of 79.5 on the implementation of patient safety practices. About 11 facilities (4 medical colleges and 7 Government Hospitals) belonging to medium-performing category. The best-performing medical college had a score of 61.5 for patient safety practices. Six facilities (2 medical colleges, 4 Government Hospitals) belonged to low-performing category in terms of patient safety. The least-performing facilities (both subdistrict hospitals) had scores of 29.5 and 26 for patient safety practices, respectively. Because of COVID-19, there was a positive effect on biomedical waste management and infectious disease safety across all facilities. Most performed poor in the domain with structural systems to support quality and efficiency of healthcare and patient safety. CONCLUSIONS: The study concludes that based on the current situation of patient safety practices in public health facilities, it will be difficult to perform full-fledged implementation of patient safety framework by the year 2025.

Impact of health insurance coverage on health care utilization during COVID-19 pandemic: A propensity score matched survey analysis in a target region in India.

BACKGROUND: Health insurance is considered as a mechanism to accelerate the progress towards universal health coverage and ensure financial risk protection for households throughout the country. There is a growing body of evidence reporting that the health insurance coverage can significantly improve the access and utilization of healthcare services. Hence, we attempted to determine the impact of health insurance on the utilization of healthcare services during COVID-19 pandemic. METHODS: A community-based cross-sectional study was conducted in rural Tamil Nadu. The primary data collection was conducted during November 2021. We employed a multi-stage stratified random sampling technique. Propensity score matching analysis was performed using radius matching method at 0.05 calliper to estimate the following parameters: average treatment effect (ATE), average treatment effect on treated (ATT), and average treatment effect on untreated (ATU). RESULTS: In total, 2390 participants were included. Almost two-third belonged to 18-45 years with almost equal distribution of males and females. Only 13.6% were covered by health insurance. Healthcare utilization was significantly higher among participants with health insurance (55.2%) compared to participants without coverage (42.5%). The ATT values in intervention and control group were 0.55 and 0.46 (p < 0.001). Similarly, the ATU values in intervention and control group were 0.42 and 0.51. The ATE value was 0.08. CONCLUSION: Our study shows that the health insurance coverage had significant impact on utilization of healthcare services during COVID-19 pandemic. Further longitudinal research exploring the effect of different forms of health insurance for improving access and utilization of healthcare services can be undertaken.

Incidence and prevalence of depressive, anxiety, and insomnia symptoms among adult liver transplant recipients: A systematic review and meta-analysis.

OBJECTIVE: Psychological morbidity among transplant recipients may negatively impact post-transplantation outcomes. Our objectives were to compute pooled incidence and prevalence estimates for depressive, anxiety, and insomnia symptoms among adults who underwent liver transplant. METHODS: Electronic searches of MEDLINE, PubMed Central, CINAHL, and Google Scholar were carried out from inception to October 2022 to identify observational studies conducted among adult liver transplant recipients which measured depression, anxiety, and/or insomnia. We used the Joanna-Briggs tool for study quality appraisal. RESULTS: Sixty-five studies (pooled N = 12,183) provided data for meta-analysis. The one-year pooled point prevalence rate for depressive symptoms was 25% (95% Confidence Intervals [CI]: 20% to 30%; I2 = 94%; 37 studies; N = 6088) while that of anxiety and insomnia symptoms were 29% (95% CI: 21% to 38%; I2 = 96%; 28 studies; N = 4016) and 28% (95% CI: 16% to 43%; I2 = 98%; 14 studies; N = 1834), respectively. The findings remained robust across subgroup and sensitivity analyses. Most included studies had low or moderate risk of bias. CONCLUSIONS: Depressive, anxiety, and insomnia symptoms are commonly prevalent following liver transplantation. Our findings, though limited by high heterogeneity across analyses, have important implications for screening, management, and prevention of psychological morbidity in this group. SYSTEMATIC REVIEW REGISTRATION: This protocol was submitted for registration with the International Prospective Register of Systematic Reviews (PROSPERO) (CRD 42021276008).

Spatial Patterns and Determinants of Diabetes Mellitus in Indian Adult Population: a Secondary Data Analysis from Nationally Representative Surveys.

INTRODUCTION: Diabetes mellitus (DM) is a major public health challenge around the world. It is crucial to understand the geographic distribution of the disease in order to pinpoint high-priority locations and focus intervention on the target populations. Hence, this study was carried out to determine the spatial pattern and determinants of type-2 DM in an Indian population using National Family Health Survey-4 (NFHS-4) and Longitudinal Aging Survey in India (LASI). METHODS: We have adopted an ecological approach, wherein geospatial analysis was performed using aggregated district-level data from NFHS-4 (613 districts) and LASI survey datasets (632 districts). Moran's I statistic was determined and Local Indicators of Spatial Association (LISA) maps were created to understand the spatial clustering pattern of DM. Spatial regression models were run to determine the spatial factors associated with DM. RESULTS: Prevalence of self-reported DM among males (15-50 years) and females (15-49 years) was 2.1% [95% confidence interval (CI) 2.0-2.3%] and 1.7% (95% CI 1.6-1.8%), respectively. Prevalence of self-reported DM among males and females aged 45 years and above was 12.5% (95% CI 11.5-13.5%) and 10.9% (95% CI 9.8-12%). Positive spatial autocorrelation with significant Moran's I was found for both males and females in both NFHS-4 and LASI data. High-prevalence clustering (hotspots) was maximum among the districts belonging to southern states such as Kerala, Tamil Nadu, Karnataka, and Andhra Pradesh. Northern and central states like Madhya Pradesh, Chhattisgarh, and Haryana mostly had clustering of cold spots (i.e., lower prevalence clustered in the neighboring regions). CONCLUSION: DM burden in India is spatially clustered. Southern states had the highest level of spatial clustering. Targeted interventions with intersectoral coordination are necessary across the geographically clustered hotspots of DM.

Development of prognostic scoring system for predicting 1-year mortality among pulmonary tuberculosis patients in South India.

BACKGROUND: Development of a prediction model using baseline characteristics of tuberculosis (TB) patients at the time of diagnosis will aid us in early identification of the high-risk groups and devise pertinent strategies accordingly. Hence, we did this study to develop a prognostic-scoring model for predicting the death among newly diagnosed drug sensitive pulmonary TB patients in South India. METHODS: We undertook a longitudinal analysis of cohort data under the Regional Prospective Observational Research for Tuberculosis India consortium. Multivariable cox regression using the stepwise backward elimination procedure was used to select variables for the model building and the nomogram-scoring system was developed with the final selected model. RESULTS: In total, 54 (4.6%) out of the 1181 patients had died during the 1-year follow-up period. The TB mortality rate was 0.20 per 1000 person-days. Eight variables (age, gender, functional limitation, anemia, leukopenia, thrombocytopenia, diabetes, neutrophil-lymphocyte ratio) were selected and a nomogram was built using these variables. The discriminatory power was 0.81 (95% confidence interval: 0.75-0.86) and this model was well-calibrated. Decision curve analysis showed that the model is beneficial at a threshold probability ~15-65%. CONCLUSIONS: This scoring system could help the clinicians and policy makers to devise targeted interventions and in turn reduce the TB mortality in India.

Effect of treatment adherence on the association between sex and unfavourable treatment outcomes among tuberculosis patients in Puducherry, India: a mediation analysis.

BACKGROUND: A better understanding of the complex interplay between risk factors of tuberculosis (TB) is essential. This study was part of the Regional Prospective Observational Research for Tuberculosis (RePORT) India consortium and includes newly diagnosed TB patients in Puducherry between 2014 and 2018. We employed mediation analysis to identify the effect of treatment adherence on association between sex and unfavourable TB treatment outcomes. METHODS: Required demographic and treatment-related variables were extracted from the RePORT India consortium database and causal mediation analysis using parametric regression models was done. RESULTS: Of the 712 TB patients, ~87 (12.2%) had unfavourable TB treatment outcomes. Total effect of male sex was significantly associated with the unfavourable TB treatment outcomes [adjusted odds ratio (aOR) = 2.48; 95% confidence interval (CI): 1.11-5.55]. However, the overall association between male sex and TB treatment outcomes was dominated by the indirect pathway, as the direct pathway does not show significant association (aOR = 1.67; 95% CI: 0.75-3.75), while the indirect pathway shows significantly higher odds of TB treatment outcomes (aOR = 1.48; 95% CI:1.27-1.73), indicating complete mediation by the treatment adherence. CONCLUSIONS: The study has shown a complete mediation of sexes through TB treatment adherence for unfavourable treatment outcomes. Developing of treatment strategies require better understanding between the biological and social factors related to TB.

Prevalence of hypertension and determinants of treatment-seeking behaviour among adolescents and young adults in India: an analysis of NFHS-4.

BACKGROUND: Previous evidences have reported that almost three-fourth of young hypertensives are not seeking care for their condition leading to severe complications. This study was conducted to assess the determinants of treatment-seeking behaviour among the young hypertensives in India. METHODS: The National Family Health Survey-4 data were analysed. Sampling weights and clustering was accounted using svyset command. Screening, awareness, prevalence and control status were reported with 95% confidence interval (CI). Poisson regression was done to identify the determinants of treatment-seeking behaviour. RESULTS: In total, 13.8% of younger adults had hypertension, 51.1% were aware of their status and 19.5% sought treatment. Participants in 15-19 years (adjusted Prevalence Ratio (aPR) = 0.70) and 20-29 years (aPR = 0.63), male gender (aPR = 0.84), Muslim religion (aPR = 1.14), urban region (aPR = 0.87), secondary (aPR = 0.88) and higher education (aPR = 0.86), residing in Northern (aPR = 0.79), Central (aPR = 0.76), Southern region (aPR = 0.65), preferring home treatment, medical shop or any other care (aPR = 0.63) were significant determinants of treatment-seeking behaviour. CONCLUSION: More than 1 in 10 younger adults in India have hypertension and only half of them were aware of their status and one-fifth sought treatment. Adolescents, males, Hindus, urban population, higher education and residing in Northern, Central and Southern region had poor treatment-seeking behaviour.