Scourge of out-of-pocket expenditure on health: A study on its burden and predictors in a rural community of West Bengal.

Introduction: Globally, one-third of current health expenditure had been out-of-pocket expenditure (OOPE). The health system financing of almost all low- and middle-income countries including India rely heavily on out-of-pocket (OOP) payments for health care. OOPE on health payments is particularly hard on any community, especially the poor leading to incomplete or even no treatment during their ill health. This study estimated OOPE among residents of a rural community in West Bengal and explored the associated factors with high OOP expenses. Methods: A community-based cross-sectional study was conducted in a rural community in Singur, West Bengal from June 2019 to February 2020. The study was done among 398 villagers selected from 15 clusters or villages. Households were randomly selected in each village. All members of the selected households were interviewed. SPSS was used for data analysis both for descriptive and inferential statistics. Results: Only 14.6% of morbid persons had catastrophic expenditure. The incidence of catastrophic expenditure was higher among those who opted for private practitioners and or ayurveda, yoga and naturopathy, unani, siddha, and homeopathy (AYUSH) facilities. There was zero catastrophic expenditure for the unqualified sector. There was an increasing trend of OOP payments among the lower socioeconomic groups. Again, low-income individuals had a higher share in cumulative expenditure (Gini coefficient of 0.35). Most of the participants (78.4%) had no health insurance coverage. Conclusion: Promotion for higher utilization of public health facilities may reduce the burden of OOP expenses. Government health insurance schemes must be widened with the inclusion of coverage of outpatient services. Integrating AYUSH services in the public sector is another option to reduce OOP expenses.

Gender inequalities in prevalence, pattern and predictors of multimorbidity among geriatric population in rural West Bengal.

Context: Multimorbidity is considered as a priority for global health research. It is defined as the coexistence of two or more chronic health conditions in an individual. It is increasingly being recognized as a major concern for primary care physicians due to its huge impact on individual, family, and societal level. Aim: The aim of this study was to find the quantum of gender-related inequalities and determinants of multimorbidity among the elderly people in a rural part of West Bengal. Materials and Methods: This is a cross-sectional study carried out among 246 elderly people (60 years and above) in a community setting from Oct 2017 to Sep 2018. Logistic regression analysis was done to find out the predictors of multimorbidity. Data were analyzed using the SPSS software (version 16.0. Chicago, SPSS Inc.). Results: Approximately 82% of the study subjects were suffering from multi-morbidity with a significant difference between males (80.9%) and females (88.5%). In binary logistics, people of both the genders aged >70 years, who had less than primary level education, had more than three children, whose source of income was from their children (sons/daughters), were dependent on others for daily routine were at high risk of being multimorbid; whereas depression was a significant predictor of multimorbidity in females and not in males. In multivariable analysis, age remained the only significant predictor for both the gender and for females; depression remained significant after adjusting with significant variables in binary logistics. Conclusion: Morbidity screening at each visit, individual as well as family counseling and lifestyle modifications help to cope with the rising burden of multimorbidity at the primary care level. More insight into the epidemiology of multi-morbidity is necessary to take steps to prevent it, lower its burden and align health-care services as per needs.

How common are aches and pains among garment factory workers? A work-related musculoskeletal disorder assessment study in three factories of south 24 Parganas district, West Bengal.

CONTEXT: Garment Industry is considered to be the second-largest employment sector in India. Occupational health problems among workers are often ignored, work-related musculoskeletal disorders (WMSD) accounts for the majority of it. The leverage of a healthy workforce is indispensable in the smooth running of the country's economic machinery. AIMS: To find out the prevalence of WMSD among the workers and to assess the relationship of WMSDs with sociodemographic, behavioral, and occupational factors. SETTINGS AND DESIGN: A cross-sectional study was conducted from June 2017 to August 2019 among 222 workers in three garment factories located in a municipality area of south 24 Parganas District, West Bengal. METHODS AND MATERIAL: Sociodemographic and behavioral characteristics, occupational differentials, and morbidity profiles were assessed using a pre-designed, pre-tested schedule. STATISTICAL ANALYSIS USED: Data were analyzed by SPSS ver. 16.0. Logistic regression was done to determine the associates of WMSDs. RESULTS: Most of the workers were males (70.27%), belonged to the age-group of 36-55 (42.34%) and were illiterate (33.78%). WMSD was prevalent among 70.72% of the workers. Presence of WMSD was significantly associated with educational status{illiterate (OR: 3.59; CI: 1.56-8.22), below secondary (OR-2.89;CI: 1.26-6.62)}, sitting job (OR: 2.02; CI: 1.01-4.03), unsatisfactory working environment (OR: 8.38; CI:1.95-36.06), and level of distress {mild (OR-2.89;CI: 1.26-6.62), moderate-severe (OR: 6.98; CI: 1.46-33.25)}. CONCLUSIONS: Improving health awareness and periodic health check-up is the need of the hour for the sustenance of the massive workforce, which can be achieved through the integration of basic occupational health services (BOHS) with primary health care (PHC) infrastructure.

Health Care Seeking Behavior in a Scheduled Tribe Community in India: A Mixed Methods Research Using the Framework of Andersen's Behavioral Model.

India's scheduled tribe population very often bears the brunt of inequity in accessing health care. The mixed-method research assessed the health care seeking behavior (HSB) of a tribal community residing in the eastern fringes of Kolkata metropolis. An adult, preferably the head, in 209 households was interviewed followed by qualitative interviews with relevant stakeholders. Conceptual framework of Andersen's behavioral model helped in identifying the potential predisposing, enabling, and need factors that influenced HSB. A total of 25.4% respondents reportedly sought informal care during last illness episode. Multivariable hierarchical-regression model (Nagelkerke R2 = 0.381) showed that respondents' education level [adjusted odds ratio (AOR) = 2.52], household size (AOR = 3.14), nonenrollment to health insurance (AOR = 2.47), decision making by household head (AOR = 2.40), distance from the nearest urban primary health center (AOR = 3.18), and poor perception to illness severity (AOR = 2.24) were significantly associated to inappropriate HSB. Predominant health system barriers that emerged from qualitative interviews were irregular logistics, unfavorable outpatient timing, absence of female doctors, and nonretention of doctors at local urban primary health center. Community level barriers were poor awareness, self-medication practices, poor health insurance coverage, and poor public transportation. Recognition of these determinants may help in developing health promotion interventions tailored to their needs.

Status of maternal health care services: An assessment study in slums of Kolkata.

BACKGROUND AND AIMS: Mothers constitute an important and priority group in any community due to their high pregnancy related morbidities and mortality. The prevention of pregnancy related complications was possible with proper utilisation of maternal health care services. This study was conducted with the aim of assessing the utilisation of maternal health care services among mothers with younger child aged ≤3 years in slums of Kolkata, West Bengal and to find out the factors associated with it. METHODOLOGY: It was a community-based, observational study with cross-sectional design conducted in slums of Kolkata from June 2017 to May 2018. 30 slums [under Kolkata municipal corporation] were selected by cluster sampling technique using probability proportionate to size method. 10 mothers were selected from each slum and a total of 300 mothers were selected for the study. A pre-designed, pre-tested, structured schedule was used for data collection. RESULTS: The mean age of the mothers was 23.83 (±3.64) years with the age ranging from 18 to 35 years. 75.7% mothers were registered in 1st trimester of pregnancy and 100% mothers received ≥4 antenatal check-ups. But only 78% mothers consumed ≥100 IFA tablets and only 23.3% mothers consumed ≥360 calcium tablets in antenatal period. 80.3% of the mothers had unsatisfactory utilisation of maternal health care services. Unsatisfactory utilisation of maternal care services was significantly associated with the younger age of the mothers, a smaller number of pregnancies and teenage marriage. CONCLUSION: Utilisation maternal health care services was not satisfactory among mothers in slums of Kolkata. Awareness generation and behaviour change communication among mothers is necessary for proper utilisation of the services.

Attitude and perception of gender equity among students and teachers of a rural school in West Bengal: A mixed-method approach.

INTRODUCTION: "Gender" denotes the differences in the social roles of different sexes. This interaction results in variable health outcomes and care-seeking behavior. The present study was conducted to find out the attitude of school-going adolescents regarding gender equity and also to explore teachers' perceptions in this context in a school of tribal belt of West Bengal. MATERIALS AND METHODS: A cross-sectional, mixed-method study was conducted among the students of classes eight to twelve, chosen by complete enumeration technique, with a predesigned, pretested validated questionnaire. The questionnaire was based on Gender Equitable Men scale and International Men and Gender Equality Survey questionnaire, comprising the following domains: 'Gender restrictions', 'Gender attributes', and 'Gender domination'. The respondents were categorized into 'high', 'moderate', and 'low' groups as per their domain-wise attitude scores. In-depth interviews (IDIs) were conducted among seven teachers chosen purposively. Thematic analysis was done with the qualitative data. RESULTS: Out of 191 students, 112 were girls (58.6%) and 47 belonged to scheduled tribe category (24.6%). Overall, 170 (89.0%), 80 (41.9%), and 96 (50.3%) students had a high gender-equitable attitude regarding the domains of 'gender restrictions', 'gender attributes', and 'gender domination' respectively. Girls had higher percentage of high gender-equitable attitude in all the three domains (92.0%, 57.1%, and 50.9%, respectively). Regarding 'gender restrictions', 91.2% had high gender-equitable attitude in lower age group, compared to 81.4% in higher age group. Among the lower and higher age groups, 52.7% and 41.9% respectively, had high gender-equitable attitude on 'gender domination'. Gender inequality amidst poverty, women deprived of health care, and gender violence were the major themes derived from the IDIs. CONCLUSION: Girls had a better attitude toward gender equity. Laws regarding gender dominance and violence should be focused. Conducting intensified awareness campaigns on gender equity and addressing women's right to health is a much-needed timely intervention for the health of womenfolk.

Assessment of Poor Functional Status and its Predictors among the Elderly in a Rural Area of West Bengal.

CONTEXT: Functional ability considered a proxy for healthy aging, not only related to mental and physical health but it also determines social well-being. Eliciting the determinants of functionality components among the elderly will assist in evolving with appropriate plans at both domiciliary and facility level to eliminate their sufferings and disabilities. AIM: The aim of this study is to find out the magnitude of poor functional status among the elderly and its predictors. MATERIALS AND METHODS: This is a community-based cross-sectional study conducted among 246 geriatric people in a rural area of West Bengal from August 2017 to December 2017; data were analyzed using the SPSS software (version 16.0. Chicago, SPSS Inc.). Logistic regression analysis was performed to find out the factors associated with poor functional status (activities of daily living [ADL] and instrumental ADL [IADL]). RESULTS: The study concluded that 32.4% and 59.3% were dependent for basic ADL and IADL, respectively. Binary logistics showed people aged >70 years, female gender, less than primary level education, widowed/separated, who lived in the joint family, poorest percentile of economic status, who were depressed and who suffered from multimorbidity had increased odds of dependency for ADL and IADL. In multivariate logit regression, age >70 years and depression remained significant for ADL; in addition, marital status, education, and family type remained significant for IADL. CONCLUSION: There should be a provision for community-based comprehensive geriatric health and disability assessment, as it enables older people to avert the illness at the early stage, to delay the onset of disabling diseases. This will ensure their participation in the upliftment of the society, and they thus will be less dependent on their progeny.

How frail are our elderly? An assessment with Tilburg frailty indicator (TFI) in a rural elderly population of West Bengal.

CONTEXT: "Frailty" is a multidimensional geriatric syndrome that increases the risk for adverse health outcomes, such as falls, hospitalization, increased morbidity, and mortality, among elderly persons. AIM: The objective of this study is to find out the proportion of frailty and its associates among elderly (aged ≥60 years) in a rural area of West Bengal. SETTINGS AND DESIGN: It is a community-based cross-sectional observational study done during May-August 2018 among 165 elderly persons selected by systematic random sampling by probability proportionate to size method from three villages at the rural field practice area of our institute. MATERIALS AND METHODS: Tilburg frailty indicator is used to measure frailty. An elderly is considered as frail if s/he scores ≥6 in this scale. STATISTICAL ANALYSIS: Data analysis is done by SPSS Version 16. The logistic regression is done to find out the associates of frailty. RESULTS: Proportion of frailty is 38.8% (mean age ± SD: 67.03 ± 3.43 years) among the study subjects. Age, female gender, loss of spouse, illiteracy, economic dependency, no job/at home status, ≥2 chronic diseases are significantly associated with frailty in univariate logistic regression. In multivariable logistic regression, ≥2 chronic diseases [AOR: 8.4, CI: 4.6, 11.33] and illiteracy [AOR: 3.3, CI: 1.05, 9.8] retain their significance. CONCLUSION: Frailty should be recognized as a public health priority and awareness generation among elderly population for healthy ageing including self-motivation for proper management of their ailments should be emphasized for reduction of morbidity as well as for augmenting their quality of life.

Probabilistic Assessment of Glass Forming Ability Rules for Metallic Glasses Aided by Automated Analysis of Phase Diagrams.

The use of machine learning techniques to expedite the discovery and development of new materials is an essential step towards the acceleration of a new generation of domain-specific highly functional material systems. In this paper, we use the test case of bulk metallic glasses to highlight the key issues in the field of high throughput predictions and propose a new probabilistic analysis of rules for glass forming ability using rough set theory. This approach has been applied to a broad range of binary alloy compositions in order to predict new metallic glass compositions. Our data driven approach takes into account not only a broad variety of thermodynamic, structural and kinetic based criteria, but also incorporates qualitative and descriptive attributes associated with eutectic points in phase diagrams. For the latter, we demonstrate the use of automated machine learning methods that go far beyond text recognition approaches by also being able to interpret phase diagrams. When combined with structural descriptors, this approach provides the foundations to develop a hierarchical probabilistic predication tool that can rank the feasibility of glass formation.

Exposure to indoor air pollution and its perceived impact on health of women and their children: A household survey in a slum of Kolkata, India.

BACKGROUND: One's house is believed to be the safest and the healthiest place to live in. Indoor air pollution (IAP) means the presence of unwanted substances in the indoor air at concentration toxic to health. OBJECTIVE: The objective of this study is to study the presence of IAP, its associated factors and impact on health of women residing in an urban slum of Kolkata, West Bengal, India. METHODS: It was a cross-sectional study done from January 2017 to March 2017 among 120 households of a slum. Data were collected using a pre-designed pre-tested schedule from the homemaker of the households. All analyses were conducted with R: A Language and Environment for Statistical Computing. RESULTS: About 60% households used kerosene as cooking fuel predominantly. Smoke from the neighbouring houses troubled 57.5% respondents. More than 60% houses were overcrowded and more than 70% houses were poorly ventilated. IAP-related symptoms such as irritation in the eye, suffocation, dry cough significantly correlated with the presence of IAP sources and its contributory factors. Of 120, 78 (65%) perceived the presence of IAP in their houses. Lower per capita income (PCI), ground floor, and joint family were found to have higher odds of sources of IAP. Younger age, lower PCI, and ground floor were found to be strongly associated with higher contributory factors of IAP. CONCLUSION: The present study found that the majority of the households were exposed to IAP due to kerosene, neighborhood smoke while overcrowding and ill-ventilation accentuated it. Effective intervention with intersectoral coordination is the need of the hour.

An Epidemiological Study on Empathy and its Correlates: A Cross-sectional Assessment among Medical Students of a Government Medical College of India.

BACKGROUND: Empathy is a desirable quality in every clinician. It is a crucial determinant of patient-physician communication and relation. There are very few existent Indian studies on empathy of medical students and its correlates. AIM: The aim of the study was to assess empathy level of medical students and its correlates. METHODOLOGY: It was a cross-sectional, hospital-based, analytical observational study conducted from July to November 2017. In total, 249 undergraduate medical students of a medical college of Kolkata were interviewed with a structured schedule. The schedule comprised of the sociodemographic questionnaire, career satisfaction, future career choice, and Jefferson Scale of Empathy. RESULTS: The mean empathy score was 98.5 ± 12.5. Third-semester students had higher empathy scores (102.4 ± 12.4) compared to fifth (97.2 ± 12.9) and seventh semester (95.0 ± 10.9) students. The difference between the mean scores of different semesters was statistically significant. Female students were more empathic than male students. In the multivariable linear regression model, sex, semester, residence, career satisfaction, future career choice, and current place of living were significant predictors of empathy scores. CONCLUSION: Empathy level of medical students of our study was quite low compared to other studies conducted outside India. Empathy eroded with semester, which supports earlier pieces of evidence in this regard.

Service utilization and cost of implementing a comprehensive HIV prevention and care program among people who inject drugs in Delhi, India.

BACKGROUND: WHO, UNODC, and UNAIDS recommend a comprehensive package for prevention, treatment, and care of HIV among people who inject drugs (PWID). We describe the uptake of services and the cost of implementing a comprehensive package for HIV prevention, treatment, and care services in Delhi, India. METHODS: A cohort of 3774 PWID were enrolled for a prospective HIV incidence study and provided the comprehensive package: HIV and hepatitis testing and counseling, hepatitis B (HB) vaccination, syndromic management of sexually transmitted infections, clean needles-syringes, condoms, abscess care, and education. Supplementary services comprising tea and snacks, bathing facilities, and medical consultations were also provided. PWID were referred to government services for antiretroviral therapy (ART), TB care, opioid substitution therapy, and drug dependence treatment/rehabilitation. RESULTS: The project spent USD 1,067,629.88 over 36 months of project implementation: 1.7% on capital costs, 3.9% on participant recruitment, 26.7% for project management, 49.9% on provision of services, and 17.8% on supplementary services. Provision of HIV prevention and care services cost the project USD 140.41/PWID/year. 95.3% PWID were tested for HIV. Of the HIV-positive clients, only 17.8% registered for ART services after repeated follow-up. Reasons for not seeking ART services included not feeling sick, need for multiple visits to the clinic, and long waiting times. 61.8% of the PWID underwent HB testing. Of the 2106 PWID eligible for HB vaccination, 81% initiated the vaccination schedule, but only 29% completed all three doses, despite intensive follow-up by outreach workers. PWID took an average of 8 clean needles-syringes/PWID/year over the project duration, with a mid-project high of 16 needles-syringes/PWID/year. PWID continued to also procure needles from other sources, such as chemists. One hundred five PWID were referred to OST services and 267 for rehabilitation services. CONCLUSIONS: A comprehensive HIV prevention, treatment, and care package is challenging to implement. Extensive efforts are needed to ensure the uptake of and retention in services for PWID; peer educators and outreach workers are required on a continuous basis. Services need to be tailored to client needs, considering clinic timing and distance from hotspots. Programs may consider provision of ART services at selected drop-in centers to increase uptake.

Anemia and its determinants among women of reproductive age of a slum in Kolkata: A focus group discussion among health workers in a slum of Kolkata.

CONTEXT: Anemia is a major contributor to morbidity and mortality among women of reproductive age. Progress toward reducing the burden of anemia has been little despite efforts through decades. AIMS: We conducted this study to unearth the microlevel determinants of anemia among women of reproductive age. SETTINGS AND DESIGN: This qualitative study was conducted in Urban Health Centre (UHC), Chetla. SUBJECTS AND METHODS: A focus group discussion was held among all the eight health staffs, who were involved in reproductive and child health-related service delivery under UHC, Chetla. ANALYSIS USED: A thematic analysis of the transcript was performed. RESULTS: We found that socioeconomic factors like poverty and social neglect, diet and nutrition related factors, lack of personal hygiene, and worm infestation contributed to the burden of anemia, and this was reinforced by factors related to service delivery, such as lack of supply of drugs and supplements, and inadequate training of health workers as well as poor media accountability. CONCLUSIONS: Because of easy reversibility and implementation, health service delivery-related issues should be addressed closely through monitoring and evaluation and appropriate and timely action should be taken to improve the effectiveness of the services.

Stigma and access to HIV care among HIV-infected women in Kolkata, West Bengal.

OBJECTIVES: Stigma is an important issue for marginalized HIV-infected populations. We describe stigma among HIV-infected women on antiretroviral therapy and associations with access to clinical care, demographic factors, and structural elements of support. METHODS: HIV-infected women attending a government-supported clinic in Kolkata, India, were asked about experiences with stigma. Clinical information was abstracted from medical records. We described factors associated with stigma using ordinal logistic regression. RESULTS: Among 198 women, higher levels of stigma were associated with lower CD4 count upon entry into care (aOR = 0.78; 95% confidence interval [CI]: [0.65, 0.94]), district of residence (aOR = 1.9; CI: [1.0, 3.4]), presence of extended family in the household (aOR = 0.57; CI: [0.32, 1.0]), and employment at the time of the interview (aOR = 0.48; CI: [0.26, 0.90]). Stigma was not associated with having missed scheduled HIV care appointments. CONCLUSION: Stigma is prevalent among Indian women with HIV, should be further explored, and may be important in considering public health interventions for better access to care.

Assessment of Malnutrition Among Adolescents:Can BMI be Replaced by MUAC.

OBJECTIVES: To find out the magnitude of malnutrition among the adolescents of an urban slum of Kolkata study population. To compare the middle upper arm circumference (MUAC) with that of body mass index (BMI) for determination of nutritional status of the study population. MATERIALS AND METHODS: This was a school-based descriptive epidemiological study done among adolescent male students aged 10-19 years in the service area of Urban Health Centre, Chetla. The school is an all boy's government aided school and all the students reside in the Chetla slum, the largest slum of Kolkata. Anthropometric measurements of the students of one section selected from each class i.e. class V to XII were recorded. RESULTS: Results showed 47.93% of study population as per BMI and 60.30% as per MUAC were malnourished. Evaluation of screening test showed MUAC as a marker was 94.6% sensitive and 71.2% specific. A correlation between measurements of MUAC and BMI was demonstrated (r=0.822; SE=0.035; 95% CI; P=0.000000; r(2)=0.74).