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Panda HS, Rout HS, Jakovljevic M. Catastrophic health expenditure of inpatients in emerging economies: evidence from the Indian subcontinent. Health Res Policy Syst 2024; 22:104. [PMID: 39135065 PMCID: PMC11318257 DOI: 10.1186/s12961-024-01202-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 07/29/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND Catastrophic health expenditures condensed the vital concern of households struggling with notable financial burdens emanating from elevated out-of-pocket healthcare expenditures. In this regard, this study investigated the nature and magnitude of inpatient healthcare expenditure in India. It also explored the incidence and determinants of inpatient catastrophic health expenditure. METHODOLOGY The study used the micro-level data collected in the 75th Round of the National Sample Survey on 93 925 households in India. Descriptive statistics were used to examine the nature, magnitude and incidence of inpatient healthcare expenditure. The heteroscedastic probit model was applied to explore the determinants of inpatient catastrophic healthcare expenditure. RESULTS The major part of inpatient healthcare expenditure was composed of bed charges and expenditure on medicines. Moreover, results suggested that Indian households spent 11% of their monthly consumption expenditure on inpatient healthcare and 28% of households were grappling with the complexity of financial burden due to elevated inpatient healthcare. Further, the study explored that bigger households and households having no latrine facilities and no proper waste disposal plans were more vulnerable to facing financial burdens in inpatient healthcare activity. Finally, the result of this study also ensure that households having toilets and safe drinking water facilities reduce the chance of facing catastrophic inpatient health expenditures. CONCLUSIONS A significant portion of monthly consumption expenditure was spent on inpatient healthcare of households in India. It was also conveyed that inpatient healthcare expenditure was a severe burden for almost one fourth of households in India. Finally, it also clarified the influence of socio-economic conditions and sanitation status of households as having a strong bearing on their inpatient healthcare.
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Affiliation(s)
- Himanshu Sekhar Panda
- Department of Humanities and Social Sciences, Indian Institute of Technology Kharagpur, Kharagpur, India
| | - Himanshu Sekhar Rout
- Department of Analytical and Applied Economics and RUSA Centre for Public Policy and Governance, Utkal University, Bhubaneswar, India.
| | - Mihajlo Jakovljevic
- UNESCO-The World Academy of Sciences (TWAS), Trieste, Italy
- Shaanxi University of Technology, Hantai District, Hanzhong, 723099, Shaanxi, China
- Department of Global Health Economics and Policy, University of Kragujevac, Kragujevac, Serbia
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Pandey BW, Yadav G, Tripathi N, Pathak PK. Reproductive and child health transition among selected empowered action groups states of India: A district-level analysis. PLoS One 2024; 19:e0301587. [PMID: 38857210 PMCID: PMC11164384 DOI: 10.1371/journal.pone.0301587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 03/19/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND Health is an inseparable part of life and central to all life supporting systems. The reproductive and child health shares a major portion of public health cases that is crucial for socio-economic development. Studies on reproductive and child health have traditionally been focused on demographic aspects using socio-economic parameters. Given the emphasis of Sustainable Development Goal (SDG)-3 on health and well-being, it is imperative to understand the geo-spatial dimension with the visible transition of key health indicators of fertility, maternal and infant/child health in the high burdened districts within these high focus Empowered Action Group (EAG) states of Rajasthan, Madhya Pradesh, Uttar Pradesh and Bihar that make up nearly 40% of India's population with relatively laggard health status. METHODOLOGY This paper aims to understand the status and trend of key reproductive and child health indicators and vital statistics based on the recent representative demographic surveys. We intend to undertake a district level spatio-temporal analysis by developing District Composite Health Profile (DCHP) using Composite Index Method on selected 13 equally weighted key reproductive and child health indicators. The study has been carried out using data from National Family Health Survey-4 (2015-16) and National Family Health Survey-5 (2019-21) survey rounds. We employed geo-spatial techniques i.e. Moran's-I, and univariate LISA to comprehend the geographical clustering of high and low health burden districts and their heterogeneities at the district level. RESULTS/CONCLUSIONS The study highlights emerging inter-districts, and inter-state disparities over survey periods. With consistent improvement in the selected EAG states over time, the overall reproductive and child health status through DCHP along with each indicator was relatively better in the states of Rajasthan and worse in Bihar. Districts along the Terai belt in Uttar Pradesh and Bihar consistently performed sluggish during survey rounds. The geo-spatial clustering follows the political boundary of states, albeit with intra-state variations. Monitoring of key health indicators using composite index method provides a useful leverage for identifying priority districts/regions for universal health access that should also consider geographical space as an important policy dimension.
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Affiliation(s)
- Bindhy Wasini Pandey
- Department of Geography, Delhi School of Economics, University of Delhi, New Delhi, India
| | - Ganesh Yadav
- Department of Geography, Kalindi College, University of Delhi, New Delhi, India
| | - Niharika Tripathi
- Department of Sociology, Indraprastha College for Women, University of Delhi, New Delhi, India
| | - Praveen Kumar Pathak
- Centre for the Study of Regional Development, Jawaharlal Nehru University, New Delhi, India
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Ramasamy P, Sekaran S, Ganapathy D. Oral cancer burden in tribal populations residing in India. Oral Oncol 2024; 152:106801. [PMID: 38615582 DOI: 10.1016/j.oraloncology.2024.106801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 04/16/2024]
Affiliation(s)
- Pasiyappazham Ramasamy
- Department of Prosthodontics, Saveetha Dental College & Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai 600077, Tamil Nadu, India; Polymer Research Laboratory (PR Lab), Centre for Marine and Aquatic Research (CMAR), Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu 602105, India
| | - Saravanan Sekaran
- Department of Prosthodontics, Saveetha Dental College & Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai 600077, Tamil Nadu, India
| | - Dhanraj Ganapathy
- Department of Prosthodontics, Saveetha Dental College & Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai 600077, Tamil Nadu, India.
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Mozumdar A, Das BM, Kundu Chowdhury T, Roy SK. Utilisation of public healthcare services by an indigenous group: a mixed-method study among Santals of West Bengal, India. J Biosoc Sci 2024; 56:518-541. [PMID: 38385266 DOI: 10.1017/s0021932024000051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
A barrier to meeting the goal of universal health coverage in India is the inequality in utilisation of health services between indigenous and non-indigenous people. This study aimed to explore the determinants of utilisation, or non-utilisation, of public healthcare services among the Santals, an indigenous community living in West Bengal, India. The study holistically explored the utilisation of public healthcare facilities using a framework that conceptualised service coverage to be dependent on a set of determinants - viz. the nature and severity of the ailment, availability, accessibility (geographical and financial), and acceptability of the healthcare options and decision-making around these further depends on background characteristics of the individual or their family/household. This cross-sectional study adopts ethnographic approach for detailed insight into the issue and interviewed 422 adult members of Santals living in both rural (Bankura) and urban (Howrah) areas of West Bengal for demographic, socio-economic characteristics and healthcare utilisation behaviour using pre-tested data collection schedule. The findings revealed that utilisation of the public healthcare facilities was low, especially in urban areas. Residence in urban areas, being female, having higher education, engaging in salaried occupation and having availability of private allopathic and homoeopathic doctors in the locality had higher odds of not utilising public healthcare services. Issues like misbehaviour from the health personnel, unavailability of medicine, poor quality of care, and high patient load were reported as the major reasons for non-utilisation of public health services. The finding highlights the importance of improving the availability and quality of care of healthcare services for marginalised populations because these communities live in geographically isolated places and have low affordability of private healthcare. The health programme needs to address these issues to improve the utilisation and reduce the inequality in healthcare utilisation, which would be beneficial for all segments of Indian population.
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Affiliation(s)
| | - Bhubon Mohan Das
- Department of Anthropology, Haldia Government College, Purba Medinipur, West Bengal, India
| | | | - Subrata K Roy
- Biological Anthropology Unit, Indian Statistical Institute, Kolkata, India
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Attafuah PYA, Everink IH, Lohrmann C, Abuosi A, Schols JM. Health and social needs of older adults in slum communities in Ghana: a phenomenological approach used in 2021. Arch Public Health 2023; 81:74. [PMID: 37106445 PMCID: PMC10134515 DOI: 10.1186/s13690-023-01056-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 03/08/2023] [Indexed: 04/29/2023] Open
Abstract
Slum-dwellers lack several essential amenities (such as water, sanitation, and electricity) which make them more vulnerable than non-slum dwellers. As there is limited to no access to health and social care services in slums, the slum environment is expected to be an even more dangerous environment for older adults, negatively impacting their quality of life (QoL). To provide an overview of the perceived (unmet) health and social care needs and how it affects the QoL, this study aims to explore the self-perceived health and social needs of older adults in urban slums in Ghana. Using a phenomenological approach, 25 semi-structured interviews were conducted between May and June 2021, in the homes of older adults in two slums in Ghana. After coding and analysing the transcripts, five main themes emerged: (a) perception of health; (b) (de)motivators of health service use; (c) perception of social care, (d) social needs, and (e) influence of phenomena on QoL. It appeared that older adults believed that spiritual powers were causing illnesses and influenced their use of formal health services. Other factors such as expired insurance cards and the attitude of healthcare workers served as demotivators for using health services.Perceived health needs were mainly current disease conditions (arthritis, diabetes, hypertension, vision/hearing challenges), challenges with health insurance, the behaviour of some health professionals, the proximity of health facilities, and unnecessary queues at major health facilities. Unmet social needs identified by this study were a sense of neglect by family (need for companionship), requiring assistance with activities of daily living, and the need for financial support. Participants had more health needs than social needs. Health providers do not usually prioritize the care of slum-dwelling older adults. Most participants still have challenges with the National Health Insurance Scheme (NHIS). Their social needs were mainly related to financial difficulties and help with some activities of daily living. Participants expressed that they desired companionship (especially the widowed or divorced ones) and the lack of it made them feel lonely and neglected. Home visits by health professionals to older adults should be encouraged to monitor their health condition and advocate for family members to keep older adults company. Healthcare providers should exhibit positive attitudes and educate older patients on the advantages of formal health services use, as well as the need to seek early treatment as this will influence their QoL to a large extent.
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Affiliation(s)
- Priscilla Yeye Adumoah Attafuah
- School of Nursing and Midwifery, University of Ghana, Legon, Ghana.
- Department of Health Services Research and Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands.
| | - Irma Hj Everink
- Department of Health Services Research and Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Christa Lohrmann
- Institute of Nursing Science, Medical University of Graz, Graz, Austria
| | - Aaron Abuosi
- Health Services Management Department, University of Ghana Business School, Legon, Ghana
| | - Jos Mga Schols
- Department of Health Services Research and Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- Department of Family Medicine and Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
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Bali S, Chatterjee A, Nagi RS, Gupta S, Singhal K. How to make services adolescent friendly? A cross-sectional study on awareness of adolescent friendly health clinics in Central India. J Family Med Prim Care 2022; 11:6127-6134. [PMID: 36618224 PMCID: PMC9810962 DOI: 10.4103/jfmpc.jfmpc_365_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 04/30/2022] [Accepted: 05/11/2022] [Indexed: 11/11/2022] Open
Abstract
Background India's flagship program on adolescent health - Rashtriya Kishor Swasthya Karyakram (RKSK) emphasises the importance of strengthening Adolescent Friendly Health Clinics (AFHCs) under its facility-based approach for improving the health of adolescents. AFHCs are intended to provide targeted intervention in six domains - nutrition, injuries & violence (including gender-based violence), mental health, sexual & reproductive health, substance abuse and noncommunicable diseases. Objective The current study was conducted to assess the determinants of awareness and utilisation of AFHC services in districts with RKSK services in Madhya Pradesh. Subjects In total, 1605 adolescents (both males and females) within the age group of 10-19 years were included in the study. Methods Multistage stratified random sampling was employed to enrol participants from three districts of Madhya Pradesh, where AFHC services have been launched. Results The mean age of the participants was 15.07 ± 2.32 years. Only 153 (9.5%) adolescents were aware of AFHC services. On multivariate logistic regression, awareness of AFHC was seen to be associated with being aware of RKSK, being a part of the peer educator-led peer group, having had adolescent health days organised in the village and belonging from one of the financially better off districts. Utilisation rate of AFHC services was lower still - at 2.74%. Conclusion Both awareness and utilisation of AFHC services remain very low among adolescents. There is a pressing need to focus on awareness generation campaigns - via mass media, but more importantly, through community health workers and peer educators - in order to sensitise target beneficiaries about the available services.
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Affiliation(s)
- Surya Bali
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Anirban Chatterjee
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India,Address for correspondence: Dr. Anirban Chatterjee, Department of Community and Family Medicine, AIIMS Academic Block, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh – 462 020, India. E-mail:
| | - Raunaq Singh Nagi
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Suruchi Gupta
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Kritika Singhal
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
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Faraji‐Khiavi F, Jalilian H, Heydari S, Sadeghi R, Saduqi M, Razavinasab S, Heidari‐Jamebozorgi M. Utilization of health services among the elderly in Iran during the COVID-19 outbreak: A cross-sectional study. Health Sci Rep 2022; 5:e839. [PMID: 36189407 PMCID: PMC9493018 DOI: 10.1002/hsr2.839] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 08/07/2022] [Accepted: 09/01/2022] [Indexed: 11/09/2022] Open
Abstract
Background and Aims Elderly people are potentially vulnerable with a higher need for health services, and utilization of Essential Public Health Services (EPHS) among this group is of high importance. This study aimed to examine the utilization of health services among the elderly in Iran during the coronavirus disease 2019 outbreak. Methods This was a cross-sectional study conducted in 21 public health centers in Sirjan, Southern Iran, from May to December 2020. A total of 420 elderly patients were selected through a systematic random sampling method. Data were collected using a questionnaire and were analyzed using SPSS v22.0. The binary logistic regression was used to examine the effect of demographic, socioeconomic and morbidity status on inpatient and outpatient healthcare utilization. Results Our results showed that 56% of the elderly had a history of hospitalization during the last year. Although 60% of the elderly reported they had a perceived need for outpatient services, only 49% of them reported that they utilized outpatient services. 51% and 35.5% of the elderly reported that their inpatient and outpatient costs were covered by health insurance, respectively. Others reported their health spending was financed through out-of-pocket payments. Male gender aged 80 and above, urban residents, higher socioeconomic and supplemental insurance coverage were associated with an increase in health services utilization. The elderly with Cancer, mental disorders, kidney disease, and cardiovascular diseases (CVDs) were more likely to be hospitalized. Conclusion There were demographic and socioeconomic inequalities in health services utilization among the elderly. Therefore, appropriate interventions and strategies are needed to reduce these inequalities in health services utilization among the elderly. In addition, given that the hospitalization rate was significantly higher among the elderly with chronic diseases than those without, it is crucial and necessary to take interventions to reduce the burden of chronic diseases in the future.
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Affiliation(s)
- Farzad Faraji‐Khiavi
- Department of Health Services Management, School of HealthAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Habib Jalilian
- Department of Health Services Management, School of HealthAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Somayeh Heydari
- Department of Health Services Management, School of HealthAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Reza Sadeghi
- Department of Public HealthSirjan School of Medical SciencesSirjanIran
| | - Morteza Saduqi
- Department of Laboratory SciencesSirjan School of Medical SciencesSirjanIran
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Boro B, Banerjee S. Decomposing the rural-urban gap in the prevalence of undiagnosed, untreated and under-treated hypertension among older adults in India. BMC Public Health 2022; 22:1310. [PMID: 35799143 PMCID: PMC9264707 DOI: 10.1186/s12889-022-13664-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 06/20/2022] [Indexed: 12/30/2022] Open
Abstract
Background Although awareness and treatment rates of hypertension have significantly improved in recent years, the prevalence of undiagnosed and untreated hypertension remains a major public health concern for Indian policymakers. While the urban–rural variation in the prevalence, diagnosis, control, and treatment of hypertension is reasonably well-documented, the explanation behind such variation remains poorly understood given the dearth of studies conducted on exploring the determinants of the rural–urban gap in the prevalence of undiagnosed, untreated, and uncontrolled hypertension in India. In view of this research gap, our paper aims to decompose the inter-group differences between rural and urban areas in undiagnosed, untreated, and undertreated hypertension among older adults in India into the major contributing factors. Methods Nationally representative data collected in the Longitudinal Ageing Study of India, Wave-1 (2017–18), was utilized for this study. Maximum-likelihood binary logistic-regression models were employed to capture the crude and adjusted associations between the place of residence and prevalence of undiagnosed, untreated, and undertreated hypertension. Fairlie’s decomposition technique was used to decompose the inter-group differences between rural and urban residents in the prevalence of undiagnosed, untreated, and undertreated hypertension among the older population in India, into the major contributing factors, in order to explore the pathways through which these differences manifest. Results The overall prevalence rates of undiagnosed, untreated, and undertreated hypertension among older adults were 42.3%, 6%, and 18.7%, respectively. However, the prevalence of undiagnosed and untreated hypertension was higher in rural areas, by 12.4 and 1.7 percentage-points, respectively, while undertreated hypertension was more prevalent in the urban areas (by 7.2 percentage-points). The decomposition analysis explained roughly 41% and 34% of the urban advantage over rural areas in the case of undiagnosed and untreated hypertension, while it explained 51% of the urban disadvantage in respect of undertreated hypertension. The rural–urban differentials in education and comorbidities accounted for the majority of the explained rural disadvantage in the prevalence of undiagnosed hypertension, explaining 13.51% and 13.27% of the gap, respectively. The regional factor was found to be the major driver behind urban advantage in the prevalence of untreated hypertension, contributing 37.47% to the overall gap. In the case of undertreated hypertension, education, comorbidities, and tobacco consumption were the major contributors to the urban–rural inequality, which accounted for 12.3%, 10.6%, and 9.8% of the gap, respectively. Conclusion Socio-economic and lifestyle factors seemed to contribute significantly to the urban–rural gap in undiagnosed, untreated and undertreated hypertension in India among older adults. There is an urgent need of creating awareness programmes for the early identification of hypertensive cases and regular treatment, particularly in under-serviced rural India. Interventions should be made targeting specific population groups to tackle inequality in healthcare utilization.
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Affiliation(s)
- Bandita Boro
- Centre for the Study of Regional Development, School of Social Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Shreya Banerjee
- Centre for the Study of Regional Development, School of Social Sciences, Jawaharlal Nehru University, New Delhi, India.
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Banerjee S. Determinants of rural-urban differential in healthcare utilization among the elderly population in India. BMC Public Health 2021; 21:939. [PMID: 34001026 PMCID: PMC8130530 DOI: 10.1186/s12889-021-10773-1] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 04/05/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Population aging poses a demographic burden on a country such as India with inadequate social security systems and very low public investment in health sector. This challenge of accelerated demographic transition is coupled by the rural-urban disparity in access to healthcare services among the elderly people in India. An important objective of India's National Health Policy (2017) is to "progressively achieve universal health coverage" which is posited upon mitigating the sub-national disparity that necessitates identifying the drivers of the disparity for targeted policy intervention. This study, therefore, makes an attempt towards the exploration of the prominent contributory factors behind the rural-urban gap in utilisation of healthcare among the older population in India. METHODS The analysis has been done by using the unit level data of Social Consumption: Health (Schedule number 25.0) of the 75th round of the National sample Survey conducted during July 2017-June 2018. Two binary logistic models have been proposed to capture the crude and the adjusted association between health seeking behaviour and place of residence (rural/ urban). To compute the group differences (between rural and urban) in the rate of healthcare utilization among the elderly population in India and to decompose these differences into the major contributing factors, Fairlie's decomposition method has been employed. RESULTS The logistic regression models established a strong association between place of residence and likelihood of healthcare utilisation among the Indian elderly people. The results of the Fairlie's decomposition analysis revealed considerable rural-urban inequality disfavouring the rural residents and health care utilisation was found to be 7 percentage points higher among the older population residing in urban India than their rural counterparts. Level of education and economic status, both of which are indicators of a person's Socio-Economic Status, were the two major determinants of the existing rural-urban differential in healthcare utilisation, together explaining 41% of the existing rural-urban differential. CONCLUSION Public health care provisions need to be strengthened both in terms of quality and outreach by way of greater public investments in the health sector and by building advanced health infrastructure in the rural areas. Implementation of poverty alleviation programmes and ensuring social-security of the elderly are also indispensable in bringing about equity in healthcare utilisation.
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Affiliation(s)
- Shreya Banerjee
- Centre for the Study of Regional Development, School of Social Sciences, Jawaharlal Nehru University, New Delhi, India.
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Mishra PS, Kumar P, Srivastava S. Regional inequality in the Janani Suraksha Yojana coverage in India: a geo-spatial analysis. Int J Equity Health 2021; 20:24. [PMID: 33413412 PMCID: PMC7792199 DOI: 10.1186/s12939-020-01366-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 12/22/2020] [Indexed: 11/21/2022] Open
Abstract
Introduction Although India has made significant progress in institutional delivery after the implementation of the National Rural Health Mission under which the Janani Suraksha Yojana (JSY) is a sub-programme which played a vital role in the increase of institutional delivery in public facilities. Therefore, this paper aims to provide an understanding of the JSY coverage at the district level in India. Further, it tries to carve out the factors responsible for the regional disparity of JSY coverage at district levels. Methods The study used the National Family Health Survey data, which is a cross-sectional survey conducted in 2015–16, India. The sample size of this study was 148,145 women aged 15–49 years who gave last birth in the institution during 5 years preceding the survey. Bivariate and multivariate regression analysis was used to fulfill the study objectives. Additionally, Moran’s I statistics and bivariate Local Indicator for Spatial Association (LISA) maps were used to understand spatial dependence and clustering of JSY coverage. Ordinary least square, spatial lag and spatial error models were used to examine the correlates of JSY utilization. Results The value of spatial-autocorrelation for JSY was 0.71 which depicts the high dependence of the JSY coverage over districts of India. The overall coverage of JSY in India is 36.4% and it highly varied across different regions, districts, and even socioeconomic groups. The spatial error model depicts that if in a district the women with no schooling status increase by 10% then the benefits of JSY get increased by 2.3%. Similarly, if in a district the women from poor wealth quintile, it increases by 10% the benefits of JSY also increased by 4.6%. However, the coverage of JSY made greater imperative to understand it due to its clustering among districts of specific states only. Conclusion It is well reflected in the EAGs states in terms of spatial-inequality in service coverage. There is a need to universalize the JSY programme at a very individual level. And, it is required to revisit the policy strategy and the implementation plans at regional or district levels.
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Affiliation(s)
- Prem Shankar Mishra
- Institute for Social and Economic Change, Bengaluru, Karnataka, 560072, India
| | - Pradeep Kumar
- International Institute for Population Sciences, Mumbai, Maharashtra, 400088, India
| | - Shobhit Srivastava
- International Institute for Population Sciences, Mumbai, Maharashtra, 400088, India.
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