Inequalities in the utilization of maternal health care in the pre- and post-National Health Mission periods in India

Multilevel analysis of determinants in postnatal care utilisation among mother-newborn pairs in India, 2019-21

Background

Postnatal care (PNC) utilisation within 24 hours of delivery is a critical component of health care services for mothers and newborns. While substantial geographic variations in various health outcomes have been documented in India, there remains a lack of understanding regarding PNC utilisation and underlying factors accounting for these geographic variations. In this study, we aimed to partition and explain the variation in PNC utilisation across multiple geographic levels in India.

Methods

Using India's 5th National Family Health Survey (2019-21), we conducted four-level logistic regression analyses to partition the total geographic variation in PNC utilisation by state, district, and cluster levels, and to quantify how much of theses variations are explained by a set of 12 demographic, socioeconomic, and pregnancy-related factors. We also conducted analyses stratified by selected states/union territories.

Results

Among 149 622 mother-newborn pairs, 82.29% of mothers and 84.92% of newborns were reported to have received PNC within 24 hours of delivery. In the null model, more than half (56.64%) of the total geographic variation in mother's PNC utilisation was attributed to clusters, followed by 26.06% to states/union territories, and 17.30% to districts. Almost 30% of the between-state variation in mother's PNC utilisation was explained by the demographic, socioeconomic, and pregnancy-related factors (i.e. state level variance reduced from 0.486 (95% confidence interval (CI) = 0.238, 0.735) to 0.320 (95% CI = 0.152, 0.488)). We observed consistent results for newborn's PNC utilisation. State-specific analyses showed substantial geographic variation attributed to clusters across all selected states/union territories.

Conclusions

Our findings highlight the consistently large cluster variation in PNC utilisation that remains unexplained by compositional effects. Future studies should explore contextual drivers of cluster variation in PNC utilisation to inform and design interventions aimed to improve maternal and child health.

Motivations for investigating health inequities in observational epidemiology: a content analysis of 320 studies

OBJECTIVES

To enhance equity in clinical and epidemiological research, it is crucial to understand researcher motivations for conducting equity-relevant studies. Therefore, we evaluated author motivations in a randomly selected sample of equity-relevant observational studies published during the COVID-19 pandemic.

STUDY DESIGN AND SETTING

We searched MEDLINE for studies from 2020 to 2022, resulting in 16,828 references. We randomly selected 320 studies purposefully sampled across income setting (high vs low-middle-income), COVID-19 topic (vs non-COVID-19), and focus on populations experiencing inequities. Of those, 206 explicitly mentioned motivations which we analyzed thematically. We used discourse analysis to investigate the reasons behind emerging motivations.

RESULTS

We identified the following motivations: (1) examining health disparities, (2) tackling social determinants to improve access, and (3) addressing knowledge gaps in health equity. Discourse analysis showed motivations stem from commitments to social justice and recognizing the importance of highlighting it in research. Other discourses included aspiring to improve health-care efficiency, wanting to understand cause-effect relationships, and seeking to contribute to an equitable evidence base.

CONCLUSION

Understanding researchers' motivations for assessing health equity can aid in developing guidance that tailors to their needs. We will consider these motivations in developing and sharing equity guidance to better meet researchers' needs.

Maternal healthcare seeking and determinants of adequate antenatal care and institutional childbirth among Indian tribes: A cross-sectional study from nine districts

OBJECTIVE

To report the utilisation of maternal healthcare services and factors associated with adequate antenatal care and institutional childbirths among mothers in the tribal communities from nine districts in India.

METHODS

Cross-sectional data were collected from 2636 tribal women who had a childbirth experience in the past 12 months. Socio-demographic, maternal healthcare services and health system-related details were collected. Multiple logistic regression analyses were done to identify factors associated with adequate antenatal care (receiving at least four antenatal care visits, the first visit being in the first trimester and receiving a minimum of 100 iron-folic acid tablets) and institutional childbirth (mother giving birth in a health facility).

RESULTS

Only 23% of the mothers received adequate antenatal care. 82% were institutional childbirths. The logistic regression revealed that particularly vulnerable tribal groups (PVTGs), those lacking all-weather roads, and women of advanced age were at risk of inadequate antenatal care. Mother's education, health worker's home visits during pregnancy and reception of advice on antenatal care were significantly associated with the reception of adequate antenatal care. Having all-weather roads, and education of the mother and head of the household were positively associated with institutional childbirths, whereas PVTGs, children of birth order three or above, and working mothers were more likely to give childbirth at home.

CONCLUSION

PVTGs are at risk of foregoing adequate antenatal care and are more likely to give childbirth at home. Having all-weather roads is a strong correlate of adequate maternal care. Outreach activities by the health workers are to be strengthened as they are positively and significantly associated with the reception of adequate antenatal care. Investing in education and other social determinants and addressing certain socio-cultural practices is important to improve maternal health.

National policies and programs for perinatal mental health in India: A systematic review

BACKGROUND

India is the most populous country in the world with millions of births annually. Perinatal mental disorders (PMDs) are prevalent worldwide including in India. This study was undertaken to evaluate how mental health is addressed in national maternity and mental health policies and programs in India.

METHODS

We conducted a systematic review of the national policies and programs in India related to maternity care and mental health. The identified policies and programs were analysed using health policy triangle framework.

RESULTS

Our search yielded 11 relevant documents and no peer reviewed publications. No specific national policy or program on maternal mental health could be identified. Universal access to health and mental health including for women and children was clearly articulated in both national mental health and maternity policies, which emphasised that access to mental health care and treatment is a fundamental right. There were few details about how the programs and policies were developed and no accounts of consultations with community members or service providers in their formation.

CONCLUSION

National maternity and mental health policies and programs in India appear not to consider perinatal mental health. There are promising state-based initiatives, but, given the disease burden of PMDs in India, the absence of a national policy leads to unrecognized and unmet needs of women in the states without these measures. These inequalities can be effectively minimized by well implemented national policies for perinatal mental health, accompanied by evidence-based locally tailored programs and interventions across the country.

Disparities in health and nutrition between semi-urban and rural mothers and birth outcomes of their newborns in Bukavu, DR Congo: a baseline assessment

AIM

This research aimed to evaluate health and nutritional practices of mothers during pregnancy and birth outcomes of their newborns in Bukavu, Democratic Republic of the Congo (DRC), comparing semi-urban and rural areas.

BACKGROUND

Health and nutrition during pregnancy are crucial for adequate development of the fetus. Health care plays an important role but is often poor in rural areas of developing countries.

METHODS

A baseline survey of a nutritional follow-up study was conducted in two semi-urban and one rural hospital in the vicinity of Bukavu, DRC. In total, 471 mother-child pairs were recruited after delivery. Data collection included socio-demographic parameters, nutrition and health measures during pregnancy, and anthropometric parameters. Semi-urban and rural study locations were compared and predictors of birth weight evaluated.

FINDINGS

Semi-urban and rural mothers differed significantly in nutrition and health practices during pregnancy, as well as birth outcomes. In the rural area, there was a higher rate of newborns with low birth weight (10.7%) and lower rates of antimalarial medication (80.8%), deworming (24.6%), consumption of nutritional supplements (81.5%), and being informed about nutrition by medical staff (32.8%) during pregnancy as well as practicing family planning (3.1%) than in the semi-urban areas (2.7%, 88.6%, 88.3%; 89.3%, 46.5%, and 17.1%, respectively). Birth weight was positively predicted by increasing maternal MUAC, age, and gestational age and negatively by rural location, being primipara, being a farmer, and female newborn sex.

CONCLUSION

The findings highlight the importance of strengthening antenatal care activities especially in rural areas in order to ameliorate both maternal and infantile health and ensure appropriate development.

An examination of the factors associated with male partner attendance in antenatal care in India

BACKGROUND

A growing body of literature indicates that including male partners in antenatal care can be instrumental to improving women's health service utilization and maternal and child health outcomes. Despite this, very few studies have documented overall trends in male partner attendance and what factors influence this involvement within the Indian context. In this study, we used nationally representative data to examine levels of male partner attendance in antenatal care and the factors associated with male partner attendance.

METHODS

Data were used from the National Family Health Survey (NFHS-4) conducted in 2015-16. Weighted (probability weights) descriptive statistics were conducted to summarize the level of male partner attendance in antenatal care in India, and multivariable logistic regression models were constructed to estimate the factors associated with male partner attendance in antenatal care.

RESULTS

In 2015, of the women who had attended at least one antenatal care contact during their pregnancy, about 85% reported that their male partners had accompanied them to antenatal care contacts, with variations across regions. Level of education, household wealth, knowledge of pregnancy-related issues, men's age at marriage, region, and women's level of autonomy emerged as significant predictors of male partner attendance in antenatal care.

CONCLUSIONS

The results of this study highlight the multiple influences that shape male partners' attendance in antenatal care. The findings underscore the need for a multi-faceted approach to programs and interventions aimed at encouraging male partner involvement; recognizing men both as individuals, as well as being situated within the family/household and community.

A Review of the National Family Health Survey Data in Addressing India’s Maternal Health Situation

Objective: This study aims to understand the trend of research conducted on issues of maternal health in India considering data provided in five rounds of National Family Health Survey (NFHS).

Methods: Systematic review of literature has been conducted using multi-stage search and review process adapted from Page et al.’s (2021) PRISMA. Initially 14,570 studies were identified and only 134 articles meeting selection criterion were considered in this study.

Results: Approximately 32% studies have focused on regional and state variation of maternal health status; while 27% dealt with utilization of maternal healthcare services; and 19% the socio-economic determinants of maternal health. While few studies have discussed the place of delivery, antenatal care and post-natal care visits, only five studies focus on issues related to women’s autonomy, including their health-seeking behaviour, knowledge, attitude and practices related to maternal health.

Conclusion: Non-communicable diseases and its role in maternal health still remains an unexplored domain of research on maternal health in India. Moreover, there exists geographical skewness in the number of studies conducted, focusing especially on few provinces while none on few others.

Measurement and mapping of maternal health service coverage through a novel composite index: a sub-national level analysis in India

BACKGROUND

Expansion of maternal health service coverage is crucial for the survival and wellbeing of both mother and child. To date, limited literature exists on the measurement of maternal health service coverage at the sub-national level in India. The prime objectives of the study were to comprehensively measure the maternal health service coverage by generating a composite index, map India by categorizing it into low, medium and high zones and examine its incremental changes over time.

METHODS

Utilising a nationally representative time series data of 15 key indicators spread across three domains of antenatal care, intranatal care and postnatal care, we constructed a novel 'Maternal Health Service Coverage Index' (MHSI) for 29 states and 5 union territories of India for the base (2017-18) and reference (2019-20) years. Following a rigorous procedure, MHSI scores were generated using both arithmetic mean and geometric mean approaches. We categorized India into low, medium and high maternal health service coverage zones and further generated geospatial maps to examine the extent and transition of maternal health service coverage from base to reference year.

RESULTS

India registered the highest mean percentage coverage (93.7%) for 'institutional delivery' and the lowest for 'treatment for obstetric complications' (9.3%) among all the indicators. Depending on the usage of arithmetic mean and geometric mean approaches, the maternal health service coverage index score for India exhibited marginal incremental change (between 0.015-0.019 index points) in the reference year. West zone exhibited an upward transition in the coverage of maternal health service indicators, while none of the zones recorded a downward movement. The states of Mizoram (east zone) and the Union Territory of Puducherry (south zone) showed a downward transition. Union territories of Dadra & Nagar Haveli (west zone) and Chandigarh (north zone), along with the states of Maharashtra (west zone), Assam, as well as Jharkhand (both from the east & north east zone), showed upward transition.

CONCLUSION

Overall, maternal health service coverage is increasing across India. Our study offers a novel summary measure to comprehensively quantify the coverage of maternal health services, which can momentously help India identify lagged indicators and low performing regions, thereby warranting the targeted interventions and concentrated programmatic efforts to bolster the maternal health service coverage at the sub-national level.

Are cesarean deliveries equitable in India: assessment using benefit incidence analysis

BACKGROUND

In the last two decades, cesarean section (CS) deliveries in India have increased by six-fold and created economic hardship for families and households. Although several schemes and policies under the National Health Mission (NHM) have reduced the inequality in the use of maternal care services in India, the distributive effect of public health subsidies on CS deliveries remains unclear. In this context, this paper examines the usage patterns of CS delivery and estimates the share of public health subsidies on CS deliveries among mothers by different background characteristics in India.

DATA

Data from the fourth round of the National Family Health Survey (NFHS-4) was used for the study. Out-of-pocket (OOP) payment for CS delivery was used as a dependent variable and was analyzed by level of care that is, primary (PHC, UHC, other) and secondary (government/municipal, rural hospital). Descriptive statistics, binary logistic regression, benefit incidence analysis, concentration curve and concentration index were used for the analysis.

RESULTS

A strong economic gradient was observed in the utilization of CS delivery from public health facilities. Among mothers using any public health facility, 23% from the richest quintile did not pay for CS delivery compared to 13% from the poorest quintile. The use of the public subsidy among mothers using any type of public health facility for CS delivery was pro-rich in nature; 9% in the poorest quintile, 16.1% in the poorer, 24.5% in the middle, 27.5% among richer and 23% in the richest quintile. The pattern of utilization and distribution of public subsidy was similar across the primary and secondary health facilities but the magnitude varied. The findings from the benefit-incidence analysis are supported by those obtained from the inequality analysis. The concentration index of CS was 0.124 for public health centers and 0.291 for private health centers. The extent of inequality in the use of CS delivery in public health centers was highest in the state of Mizoram (0.436), followed by Assam (0.336), and the lowest in Tamil Nadu (0.060), followed by Kerala (0.066).

CONCLUSION

The utilization of CS services from public health centers in India is pro-rich. Periodically monitoring and evaluating of the cash incentive schemes for CS delivery and generating awareness among the poor would increase the use of CS delivery services in public health centers and reduce the inequality in CS delivery in India.

Disparities in three critical maternal health indicators amongst Muslims: Vis-a-vis the results reflected on National Health Mission

Background

The post national health mission era has been recognized for India’s accelerating improvement in maternal health care utilization. Concurrent investigations with the purview of examining inequalities in maternal care utilisation have rigorously examined across various socio-economic groups, focusing on Muslim women. The present study examined socio-economic differentials in maternal health care utilisation among Muslims and the delineated factors which are contributing for these inequalities.

Methods

Study used the data from National Family Health Survey (NFHS) conducted in 2005-06 and 2015-16. the present study applied concentration index and Wagstaff-type decomposition analysis to measure and decompose the inequality in maternal health services.

Results

This study found that utilisation of full antenatal care (full ANC), skilled attendants at birth (SBAs) and postnatal care was increased during 2005-06 to 2015-16. However, the least improvement was observed in full antenatal care whereas substantial improvement was achieved in utilising skilled attendants at birth. Further, the poor and non-poor gap in maternal health care utilisation mostly prevailed among the educated, urban resident, other backward castes among Muslims. The inequality has been declined largely in SBA utilisation compared to full ANC and PNC, especially in the southern India. Higher education, mass media exposure, higher birth order and urban residence contribute and explain most of these inequalities in maternal care among Muslim women

Conclusions

Despite the fact that free and cash benefitted health programmes, wealth, mass media exposure and education etc welfare programs benefitted a large number of citizens, it also produced most of the inequalities among Muslims in India. The results focus on the significance of wealth, education, and mass media exposure in bridging the socioeconomic gap in maternal health care utilization among Muslims.

A cross-sectional study to assess the utilization pattern of maternal health services and associated factors in aspirational district of Haryana, India

Background:

In India mother related mortalities and morbidities are still significantly higher even after having various maternal program and schemes at regional and national level which reflects that such services are being under-utilized.

Aim:

The current study focused in assessing utilization pattern of maternal health services and associated factors in Nuh (Mewat).

Methods:

This present cross-sectional study was done for one year (2015-16) among mothers (15-49 years) under field practice area, PHC Taoru with minimum calculated sample as 645. The selection of participants was made using simple random sampling technique from available randomized list of villages. Data was collected by home-to-home visits using pretested, predesigned, standardized questionnaire and during analysis an association between variables was considered as significant if P < 0.05.

Results:

Out of 645 participants, 632 provided consent for inclusion into study. Any ANC and full ANC services was made by only 58.3% and 11.7% of participants respectively. More than half of the participants (52.7%) had suffered from pregnancy related complications. Variables such as lower age group, low decision-making capacity were significantly associated with not obtaining full ANC services (P < 0.05).

Conclusion:

In the present study major determinants of a women which influence utilization of maternal health care service includes their age, literacy status, parity, socioeconomic status and occupation. Such determinants shall be considered for upcoming intervention aiming to bring attitudinal changes and concurrently leading to improved and enhanced usage of maternal health care services.

Why women choose to deliver at home in India: a study of prevalence, factors, and socio-economic inequality

BACKGROUND

To promote institutional delivery, the Government of India, through the Janani Suraksha Yojana (JSY) program, gives monetary reward to all pregnant women who give birth at the government or private health center. Despite providing cash assistance, a higher number of women are still preferring delivering at home. Therefore, this study sought to determine the prevalence of home births and identifying the factors influencing women's choice of home deliveries.

METHODS

Data from the National Family Health Survey (NFHS) conducted during 2005-06 and 2015-16 were used in the study. The respondents were women 15-49 years; a sample of 36,850 and 190,898 women in 2005-06 and 2015-16 respectively were included in the study. Multivariate logistic regression was used to determine the factors influencing home delivery. Income-related inequality in home delivery was quantified by the concentration index (CI) and the concentration curve (CC), and decomposition analysis was used to examine the inequality in the prevalence of home deliveries.

RESULTS

The prevalence of home deliveries has reduced from 58.5% in 2005-06 to 18.9% in 2015-16. The odds of delivering babies at home were lower among women who had full ANC in 2005-06 [AOR: 0.34; CI: 0.28-0.41] and in 2015-16 [AOR: 0.41; CI: 0.38-0.45] and were higher among women with four or higher parity in 2005-06 [AOR: 1.70; CI: 1.49-1.92] and in 2015-19 [AOR: 2.16; CI: 2.03-2.30]. Furthermore, the odds of delivering babies at home were higher among rural women and were lower among women with higher education. It was found that the value of CI increased from - 0.25 to - 0.39 from 2005-06 to 2015-16; this depicts that women delivering babies at home got more concentrated among women from lower socio-economic status.

CONCLUSION

There is a need to promote institutional deliveries, particular focus to be given to poor women, women with higher parity, uneducated women, and rural women. ANC is the most concurring contact point for mothers to get relevant information about the risks and complications they may encounter during delivery. Therefore, effort should be directed to provide full ANC. Targeted interventions are called for to bring improvements in rural areas.

Contrast in utilization of maternal and child health services between Himalayan region and rest of India: Evidence from National Family Health Survey (2015-16)

Background

Maternal and child health services, like antenatal care, skilled birth attendance and postnatal care, are crucial to improve maternal and neonatal health outcomes. Numerous studies have been conducted on the distribution of utilization of maternal and child healthcare (MCH) services in India with respect to socioeconomic and demographic characteristics. But no study has analyzed the utilization of MCH services with a focus on the topography of a given region (hilly/plain). The present study analyzes the utilization of MCH services in the hilly-Himalayan region of India in comparison to the rest of the country.

Methods

Data from India’s National Family Health Survey-4 (2015–16), on 190,898 women, was utilized for analysis in the present study. The association between the utilization of MCH services and the topography of the region of residence (hilly/plain) was analyzed by calculating adjusted odds ratios (AOR) with 95% confidence interval (95%CI) and predicted probabilities using a two-level random intercept logistic regression model.

Results

It was found that the utilization of MCH services was significantly lower in the hilly regions compared to the plain regions. Women living in hilly areas (AOR: 0.42, 95%CI: 0.39–0.45) had 58% lower odds of receiving skilled birth attendance (SBA) than those living in plain areas. Similarly, the odds of receiving PNC, ANC, and full immunization were also lower in the hilly regions compared to the plain regions. The utilization of MCH services was alarmingly low in the rural-hilly regions. The odds of receiving two tetanus injections before birth were 71% lower for women in the rural-hilly areas (AOR: 0.39, 95% CI: 0.36–43) than those in the rural-plain areas. Predicted probabilities also showed that women in the hilly regions were less likely to receive MCH services compared to their counterparts in the plain regions.

Conclusion

Except for the consumption of Iron Folic Acid (IFA) and the utilization of AWC services/ICDS (Integrated Child and Development Services), all other MCH services were significantly underutilized in the hilly regions compared to the plain regions. This calls for the attention of and concentrated efforts by policy makers and stakeholders, with a special focus on the rural-hilly regions. We firmly believe that the results of the present study have important policy implications.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12884-021-04081-0.

Has Muslim Got Benefited from the National Health Mission? A Situational Analysis of Maternal Health Services in India

Background

It is a marked recognition that when the population is disaggregated by religion, wide disparities in the utilization of maternal health care services can be observed. The study was aimed to analyze the levels and trends of maternal health services among Muslims in India. The study also delineated the investigation of confounding factors attributed to maternal health services among the selected population.

Methods

The study utilized the data from the third and fourth round of National Family Health Survey (NFHS), conducted in 2005–06 and 2015–16 respectively. The bivariate and multivariate logistic regression models were employed to accomplish the study objectives.

Result

There is an increasing trend in the distributional patterns of all three indicators (full ANC, SBA and PNC) during the last two successive surveys. Muslim women belonging to Southern States were seen to be utilizing more maternal health care services as compared to Muslim women in the Northern States. Muslim populated States like Assam, Bihar, Jharkhand, Uttar Pradesh and West Bengal were far cry to achieve the MDG-15 target of utilization of 100 percent skilled birth attendants in 2015. Education, media exposure and wealth status appeared to be major confounding factors for determining the utilization of maternal health services.

Conclusion

The study revealed that the utilizations of maternal health services among Muslims have progressed during the last decade. It can be concluded that the NHM policy has played an instrumental role in increasing the utilization of maternal health services among Muslims.

Urban-rural disparities in institutional delivery among women in East Africa: A decomposition analysis

BACKGROUND

Though institutional delivery plays a significant role in maternal and child health, there is substantial evidence that the majority of rural women have lower health facility delivery than urban women. So, identifying the drivers of these disparities will help policy-makers and programmers with the reduction of maternal and child death.

METHODS

The study used the data on a nationwide representative sample from the most recent rounds of the Demographic and Health Survey (DHS) of four East African countries. A Blinder-Oaxaca decomposition analysis and its extensions was conducted to see the urban-rural differences in institutional delivery into two components: one that is explained by residence difference in the level of the determinants (covariate effects), and the other components was explained by differences in the effect of the covariates on the outcome (coefficient effects).

RESULTS

The findings showed that institutional delivery rates were 21.00% in Ethiopia, 62.61% in Kenya, 65.29% in Tanzania and 74.64% in Uganda. The urban-rural difference in institutional delivery was higher in the case of Ethiopia (61%), Kenya (32%) and Tanzania (30.3%), while the gap was relatively lower in the case of Uganda (19.2%). Findings of the Blinder-Oaxaca decomposition and its extension showed that the covariate effect was dominant in all study countries. The results were robust to the different decomposition weighting schemes. The frequency of antenatal care, wealth and parity inequality between urban and rural households explains most of the institutional delivery gap.

CONCLUSIONS

The urban-rural institutional delivery disparities were high in study countries. By identifying the underlying factors behind the urban-rural institutional birth disparities, the findings of this study help in designing effective intervention measures targeted at reducing residential inequalities and improving population health outcomes. Future interventions to encourage institutional deliveries to rural women of these countries should therefore emphasize increasing rural women's income, access to health care facilities to increase the frequency of antenatal care utilization.

An assessment of the role of socio-economic, maternal and service utilization factors in increasing self-reported maternal complications in India

Background

Self-reported maternal complications are associated with maternal morbidity, deliveries by C-section, postpartum depression, and maternal death. Thus, it is necessary to examine the contribution of socio-demographic and maternal characteristics, as well as service utilization in the rising self-reporting of maternal complications (difficulty with daylight vision, convulsions, swelling of the legs, body or face, heavy vaginal bleeding or high fever) in India. The study aimed at examining the factors that have influenced the increasing prevalence of maternal complications between 2005–06 and 2015–16 in India.

Methods

Data from the two most recent rounds of the National Family Health Survey, which covered a sample of 36,850 and 190,898 women respectively who delivered in the last five years preceding the survey has been used. Logistic regression analysis was performed to carve out the factors which significantly contributed to maternal complications among women aged 15 – 49 years in India. With the help of the Fairlie decomposition technique, the study quantified the contribution of factors which influenced the changes in maternal complications in the period from 2005–06 to 2015–16.

Results

A significant increase was seen in the prevalence of maternal complications — from 43.6% to 53.7% between the years 2005–06 and 2015–16. About 21% of the increase could be explained by certain maternal, households level factors, service utilization and birth outcomes. For example, service utilization, in which 13% was attributed to the place of delivery and 6% to postnatal care, was the major contributor to the increase in maternal complications from 2005–06 to 2015–16). This was followed by individual-level factors like education (2%), body mass index (4%) and tobacco use,. It was also found that household-level factors like standard of living (-3.7%) and region (-1.4%), and birth weight contributed to the reduction of complications during the period.

Conclusion

The increase in the prevalence of maternal complications in India could be attributed mainly attributed to increase in reporting behavior, an outcome of increased utilization of maternal healthcare services, and increase in BMI. However, reduced prevalence of maternal complications can be attributed to the decrease in the prevalence of low-birth-weight babies and tobacco use among women in India.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12884-021-03997-x.

Understanding equity of institutional delivery in public health centre by level of care in India: an assessment using benefit incidence analysis

BACKGROUND

The National Health Mission (NHM), the largest ever publicly funded health programme worldwide, used over half of the national health budget in India and primarily aimed to improve maternal and child health in the country. Though large scale public health investment has improved the health care utilization and health outcomes across states and socio-economic groups in India, little is known on the equity concern of NHM. In this context, this paper examines the utilization pattern and net benefit of public subsidy for institutional delivery by the level of care in India.

METHODS

Data from the most recent round of the National Family Health Survey (NFHS 4), conducted during 2015-16, was used in the study. A total of 148,645 last birth delivered in a health centre during the 5 years preceding the survey were used for the analyses. Out-of-pocket (OOP) payment on delivery care was taken as the dependent variable and was analysed by primary care and secondary level of care. Benefits Incidence Analysis (BIA), descriptive statistics, concentration index (CI), and concentration curve (CC) were used to do the analysis.

RESULTS

Institutional delivery from the public health centres in India is pro-poor and has a strong economic gradient. However, about 28% mothers from richest wealth quintile did not pay for delivery in public health centres compared to 16% among the poorest wealth quintile. Benefit incidence analyses suggests a pro-poor distribution of institutional delivery both at primary and secondary level of care. In 2015-16, at the primary level, about 32.29% of subsidies were used by the poorest, 27.22% by poorer, 20.39% by middle, 13.36% by richer and 6.73% by the richest wealth quintile. The pattern at the secondary level was similar, though the magnitude was lower. The concentration index of institutional delivery in public health centres was - 0.161 [95% CI, - 0.158, - 0.165] compared to 0.296 [95% CI, 0.289, 0.303] from private health centres.

CONCLUSION

Provision and use of public subsidy for institutional delivery in public health centres is pro-poor in India. Improving the quality of service in primary health centres is recommended to increase utilisation and reduce OOP payment for health care in India.

Factors influencing institutional delivery and the role of accredited social health activist (ASHA): a secondary analysis of India human development survey 2012

Background

India has focused on incentivizing institutional delivery and introducing the ASHA worker as a key strategy to improve maternal health outcomes. We examined the determinants of institutional delivery and the role of the ASHA worker in shaping choice regarding place of delivery.

Methods

We used data from the India Human Development Survey-II conducted in 2011–12, and extracted an analytic sample of women (N = 8711) who reported having at least one child since 2005. Logistic regression was used to examine influence of socio-demographic factors, frequency of antenatal care (ANC) contacts and exposure to ASHA worker on institutional delivery.

Results

About 15% of the respondents had eight or more ANC contacts. The odds of having an institutional delivery were higher among those respondents who had 8 or more ANC contacts (OR = 3.39, p < 0.001, 95% CI: 2.26, 5.08), and those who had 4–7 ANC contacts (OR = 1.72, p < 0.001, 95% CI: 1.48, 1.99) as compared to those with less than 4 ANC contacts. About 26% of the respondents had any exposure to an ASHA worker. After controlling for ANC contacts, these respondents had three times the odds of institutional delivery (OR = 3.04, p < 0.001, 95% CI: 2.37, 3.89) compared to those who had no exposure to ASHA workers. Further, several sociodemographic variables were associated with institutional delivery. While age of spouse, age at marriage, level of education and urban residence were positively associated with institutional delivery; age of respondent and number of children were inversely associated with institutional delivery.

Conclusions

Both frequency of ANC contacts and exposure to ASHA worker independently emerge as important determinants of institutional delivery. Furthermore, ASHA workers may have a crucial role in promoting antenatal care, thereby strengthening the association between ANC contacts and institutional delivery.

Maternal health care in India: A reflection of 10 years of National Health Mission on the Indian maternal health scenario

OBJECTIVE

Maternal healthcare coverage is the outcome of health service availability and utilization, and includes antenatal care (ANC), care at delivery, and postnatal care. This study examines the contribution of India's National Health Mission (NHM) to maternal health through a pre-post comparison of rates of delivery at a healthcare institution and use of ANC along with inequalities in the determinants of one of the major maternal health outcomes-at least four ANC visits.

METHODS

Data came from the Indian National Family Health Surveys conducted between 1992-93 and 2015-16. A multivariate logistic regression model was used to estimate the odds ratios (ORs) associated with the predictors of at least four ANC visits.

RESULTS

Institutional delivery increased by 12.6 percentage points between 1992-93 and 2005-06 (the pre-NRHM era), and thereafter interventions through the National Rural Health Mission/NHM contributed to a significant increase of 40.2 percentage points from 2005-06 to 2015-16. However, both inter- and intra-state disparities persist even now. Overall, the proportion of pregnant women who have at least four ANC visits is as low as 51.2 percent. The likelihood of having at least four ANC visits is almost four times higher for women in the richest households compared with those in the poorest (OR: 3.59; 95% CI: 3.44-3.75) CONCLUSION: Future public health efforts should focus on removing inter- and intra-state disparities in institutional delivery and ensuring at least four ANC visits for pregnant women, to meet the infant and maternal mortality targets set out in the Sustainable Development Goals (SDG).