Inter-State Disparities in Healthcare Costs, Health Insurance Coverage and Financial Protection in India: A Comparative Analysis of National Sample Surveys for 1986-87, 1995-96, 2004 and 2014 Anil Gumber 1 1 Senior
Health Economist at Faculty of Health and Wellbeing, Sheffield Hallam
University, Sheffield, UK 2 Retired
from a Professorial position at Gujarat
Institute of Development Research, Ahmedabad, India 3 Assistant Professor, A N Sinha Institute of Social Studies, Patna, India
1. INTRODUCTION Healthcare
system in India is a typical mix of public and private providers with wide
inter-state disparities in terms of their spread and coverage. The total health
expenditure (THE) for India is estimated to be 3.16% of Gross Domestic Product
(GDP) of which public sector contributed 40.61%, household out-of-pocket (OOP)
48.21%, the Private Health Insurance 6.57% and the remainder by Social Security
and External Donors (National Health Accounts 2018-19, Government of India. (2022). Since the inception of National
Health Accounts, the total health expenditure as percentage of GDP has
continuously declined from 4.2% in 2004-05 to 3.8% in 2015-16 and further to
3.2% in 2018-19. It is interesting to note that the contribution of government
has increased from 22.5% in 2004-05 to 40.6% in 2018-19, that of the household
OOP decreased from 69.4% to 48.2% whilst that of private health insurance
increased from 1.6% to 6.6% during the same period. The Central and State
governments’ health expenditure together account for just 1.3% of GDP which is
drastically below the 5% norm required to support the Universal Health Coverage
mission. Several
evidences both quantitative and qualitative have consistently demonstrated that
the high level of household OOP health expenditure on treatment including
private health insurance premium is responsible for pushing people into poverty
Gumber (2000); World (2001); Van et al. (2006); Selvaraj and Karan (2009); Berman et al. (2010). It may be noted that private
health expenditure is higher than public expenditure across all major states.
The burden of OOP expenditure falls on a quarter or a third of the households
with incomes below the poverty line Deolalikar et al. (2008), which has impacted the reduction
in consumption expenditure on food and other essential items, increased
indebtedness, and growing untreated illness; and which could further lead to
gender bias in health-seeking behaviour Sen (2003). Although
public health system has not equally spread-out geographically and has several
shortcomings in terms of providing both quantity and quality of services in India,
even then it has been evident from the previous National Sample Survey
Organisation (NSSO) Survey Rounds on Healthcare Utilisation that public health
services are the preferred option, particularly, for inpatient care Gumber (2002), Gumber (2021). Moreover, health outcomes,
especially, infant mortality, respond more to public health and local clinical
interventions than to hospital care Deolalikar et al. (2008), and these may vary across states. This
paper presents the health and morbidity scenarios prevalent in India at four
time points using the NSSO surveys for 1986-87, 1995-96, 2004 and 2014 and thereby
examines the trends in the use of healthcare services separately for rural and
urban residents by public and private providers and their associated expenditure
on treatment as inpatient and outpatient. It further explores inter-state disparities in health
insurance enrolment/coverage and the extent of financial protection received by
insured households. These four survey rounds depict three important periods of
growth, namely the liberalization period of the 1980s, the period of fiscal
contraction in the 1990s that saw the decline in social spending Bhat and Jain (2006), Selvaraj and Karan (2009), the phase of globalization and the
launch of National Rural Health Mission in 2005. The paper also discusses
whether the states have made a notable progress towards achieving Universal
Health Coverage (UHC) goals in terms of improving equity in accessing
healthcare services and reducing financial hardship to meet the catastrophic
hospital treatment cost. The
analysis took into account 17 of India’s largest
states; however, the computation of “All-India” averages included all major and
smaller states and union territories. There have been a few splits in states after
November 2000; hence we have added back Chhattisgarh to Madhya Pradesh,
Uttaranchal to Uttar Pradesh and Jharkhand to Bihar (which depicts a
pre-bifurcation scenario) in order to compare statistics
between NSSO Rounds. Furthermore, to account for inflation between survey
rounds we converted the cost of treatment in real terms by deflating the OOP
expenditure by the wholesale price index of pharmaceutical products at 1993-94
prices. Pharmaceutical prices are a significantly better reflection of the
actual rising cost of Indian healthcare services than the deflator based on
consumer price/wholesale price index for all commodities. The inflation rate of
pharmaceutical products has turned out to be higher than those for all commodities.
The wholesale price for pharmaceutical product is estimated to have increased
by 318 per cent against 240 per cent for prices of all commodities during the
period 1994-95 to 2011-12 (This is computed from RBI report on Wholesale Price
Index for various years under sub-category - Manufacture of
Pharmaceuticals, Medicinal Chemical and Botanical Products). Since much of the household’s
recurring health expenditure is incurred on purchasing the necessary drugs as
an inpatient/ outpatient, the use of price index for pharmaceutical items than
any other price index is more appropriate to demonstrate the financial burden of
rising healthcare expenditure on people seeking treatment in India. The paper
is structured in five sections, including the introduction. Section 2 presents
a summary health scenario for India. The
healthcare utilisation pattern and associated cost of treatment for inpatient
and outpatient care for rural and urban residents are examined in Section 3. The
amount of household financial and health insurance protection is shown in
Section 4 for the major states. The summary and conclusions are presented in
the final section. 2. Health Scenario in India With the
increasing attention towards achieving better population health, India has
significantly improved its health in terms of higher life expectancy and lower
levels of mortality over the last 50 years. According to health indicators provided
by the Central Bureau of Health Intelligence, Government of India. (2018), the birth rate decreased from 25.8
in 2000 to 20.4 in 2016 and the crude death rate decreased from 8.5 to 6.4
during the same period. Other health metrics, such as the infant and maternal
mortality rates, have also decreased over time as a result of the numerous
programmes included in previous Five Year Plans.
Between the 1970s and 2015, the infant mortality rate dropped from 120 per
1,000 live births by more than a third to 37. Similarly, the maternal mortality ratio decreased
from 400 maternal deaths per 100,000 live births in 1997-98 to 167 in 2011-13. In spite of these improved health outcomes, substantial disparities
in these health indicators continue to prevail among the states Balarajan et al. (2011). In
contrast to other Asian nations like China, Indonesia, Thailand, Malaysia, the
Republic of Korea, and Sri Lanka, India's progress has lagged
behind. Due to the continuous epidemiological transformation and the
explosive increase of non-communicable diseases, the nation is also dealing
with the new challenge of a "double burden of disease." Even though
India has made tremendous progress in containing communicable diseases, their disease
burden on the nation is still significant. The prevalence of chronic
non-communicable diseases (NCDs), such as cardiovascular disease, diabetes,
chronic obstructive pulmonary disease, malignancies, common mental disorders,
and accidents, has gradually increased along with the drop in morbidity and mortality
from communicable diseases. The National Health Policy 2015 states that
communicable diseases still account for 24.4% of all disease burden while
maternal and neo-natal ailments contribute to 13.8%. The NCDs (39.1%) and
injuries (11.8%) now constitute the bulk of the country’s disease burden. The
government health spending in India must significantly grow in
light of the prevalent disease burden. The supply and financing of
various health services between the federal government and the states are
clearly demarcated. The financing and provision of curative healthcare are both
regarded as state matters. The Employees' State Insurance Scheme (ESIS),
primary healthcare facilities, and hospital services are entirely funded by the
state. The federal government fully
funds programmes for family welfare and medical education. The
majority of national disease control programmes are funded on a 50:50
share basis by the federal government and the states. However, the state's
contribution to the overall cost of these programmes turns out to be around
three-fourths, i.e., only basic inputs are shared equally. The state has to bear all the administrative cost including salaries
of the staff. The centre and states share equally the capital investment. The federal
government’s share is little over 40% in the total expenditure on medical
education and research, Broadly, thus the states fully manage and fund all
curative care services. This implies that State’s economic and financial conditions
as well as human resources have a direct impact on people’s health outcomes. Table 1
Four key
facts emerge from key indicators presented in the NHA 2014-15 Table 1: (1) the increase in the share of
total government health spending to 29%; (2) the decline in OOP expenditure
from 69.4% in 2004-05 to 62.6%; and (3) 0.3% increase in the private health
insurance in 2014-15 and decrease by
the same amount in the social security expenditure compared to NHA 2013-14, but
with a notable increase compared to NHA 2004-05. Against
this general backdrop, we examine in the following section the pattern of
health care utilisation across 17 major states over four survey rounds. 3. Pattern of Healthcare Utilisation and Cost of Treatment 3.1. Health Seeking Behaviour The share
of illness episodes treated following on a medical advice is more an indicator of
the health-seeking behaviour of
consumers rather than of morbidity alone. The gender differences in the number
of illnesses treated, as shown in Figure 1, highlight the disparities between
rural and urban residents’ patterns of health-seeking behaviour. It
demonstrates that over the all-India, the proportion of illnesses treated in
urban regions for both genders continuously remained greater than those in rural
areas in all four rounds. This might be primarily because urban areas have
better access to medical facilities. In 2014, the rural-urban divide is found
to be smaller than that was in 1986–1987. Additionally, the gender difference
favouring men that was evident in the prior three rounds disappeared by 2014.
However, there are significant differences in health seeking behaviour between
men and women and between rural and urban areas and within select states
indicating positive and negative trends
over the four rounds. Figure 1
When
compared to 1986–1987, there has been a little improvement in health seeking
behaviours across all-India for both sexes in 2014. Compared to 1986–1987,
rural areas of Andhra Pradesh, Madhya Pradesh, Maharashtra, Odisha, Rajasthan,
and Tamil Nadu saw a noticeable improvement in health seeking behaviour in 2014
but Assam, Bihar, and West Bengal saw a decline. To our surprise, urban regions
in Assam, Bihar, Jammu & Kashmir, Odisha, and Punjab saw a decline in
health seeking behaviour whereas Andhra Pradesh and Maharashtra saw a notable
improvement. In numerous states, particularly in rural areas, significant
gender disparities in ailment treatment have been noted (for more information,
see Gumber et al. (2017). Despite
the diagnosis of illness, not everyone seeks medical help/assistance due to underlying
various socio-economic and cultural reasons. One of such reasons could be
because “respondents are known to underestimate both latent illness and chronic
illness and the perception of being ill is known to be dependent on cultural
factors, health awareness and access to care” Sundarraman and Muraleedharan (2015). The NSS surveys had collected
responses on the underlying reasons for ‘not seeking treatment’ for their ailments,
which could be due to: (a) non-availability of medical facility nearby; (b)
lack of faith; (c) lengthy waiting period; (d) financial reasons; (e) ailment
not regarded as serious; and (f) all other remaining reasons. In rural and
urban India, 15.4% and 1.3% of ailments respectively were not treated due to
lack of medical facility in 2014. The access to a nearby medical facility in
rural areas is a cause of concern. This suggests that a particular segment of
the population is denied access to basic primary healthcare. The cost and
affordability of seeking care also plays a significant role in whether or not the poor and vulnerable individuals seek
medical attention. The number of respondents from rural and urban areas who
stated that they were unable to receive medical treatment during the NSS rounds
increased, which suggests that the gap in access to healthcare is expanding. It
has been noted that when there is an illness, the poor are more prone to
mention financial costs as justifications for skipping care. Both rural and urban
areas have seen an increase in this tendency over time Balarajan et al. (2011). According to a previous survey,
approximately half of those in the lowest quintile of spending avoid medical
care due to cost Gumber (1997). In some of the poorest states, the
main barrier to receiving treatment was financial. The proportion of untreated
illnesses in rural versus urban areas was significantly correlated, according
to state-level data, and the size of the correlation coefficient grew over
time, going from 0.643 in 2004 to 0.815 in 2014. This demonstrates unequivocally
that both rural and urban populations are impacted by state-level socioeconomic
conditions and the size of health infrastructure. 3.2. Public and Private Healthcare Providers The
health of the impoverished is significantly influenced by access to public
health services. People might be forced to pay exorbitant fees or decide not to
use any health services at all if they don't have a choice Sen et al. (2002). It is critical to comprehend the
role played by public health providers in both inpatient and outpatient care in
a nation where private health spending hovers around 60% on average. The
private sector's involvement in the delivery of health care is expanding
quickly. The government actively promotes the entry of new private players by
offering tax breaks and subsidising land and capital for the construction of
hospitals. The inter-state examination of private health providers' growth
through time could not be done in this paper since there are no official records
for keeping track of hospitals, nursing homes, and clinics in rural and urban
locations. However, Hooda (2015) compiled the estimates from various
sources including NSSO Enterprise Surveys and estimated that there were 1.04
million private health enterprises in India in 2010-11 (See Table 2). Their number expanded
considerably in the post-liberalisation phase of 1990s which further got accelerated
exponentially in the 2000s specifically in urban locations (the share of
private health enterprises in rural locations in 2010-11 was just 18%). The
public health sector has grown throughout time as well, although in the last 10
years the expansion of number of hospitals and beds increased substantially. This
was primarily motivated by the need to promote institutional births and lower
maternal and newborn mortality rates in order to achieve the global sustainable development
objectives agenda. The improvement indicator of people served per hospital bed
between 2004 and 2014 reflects some of these developments. It's interesting to
note that the expansion of the public health sector in rural areas has received
a much fairer allocation than the expansion of the private health sector, which
dominated in urban areas in the 2000s. According to the MoHFW's
National Health Profile, which is shown in Table 2 for the period 2004–14, the
quantity of public hospital beds in rural areas actually grew
at a much faster pace from 111,872 to 183,602 (64% rise) than in urban areas
from 357800 to 492177 (38% rise). However,
the rate of growth of government hospital beds in rural areas varied greatly by
state; Jammu and Kashmir showed the largest decadal growth (222%), followed by
Rajasthan (182%), Tamil Nadu (176%), and Uttar Pradesh (172%). On the other hand,
during the same time period, Punjab and Gujarat saw a
decline in the number of hospital beds in rural areas. The National Rural
Health Mission financing has resulted in the misclassification or
reclassification of several urban hospitals as rural hospitals over time, and
some states have classified CHCs or upgraded PHCs as rural hospitals. As a
result, these results should be evaluated with caution. Because of this, we
have seen negative or insignificant growth rates in the number of government
hospital beds in urban areas during 2004-14 in various states, including Bihar,
Andhra Pradesh, and Rajasthan. In Jammu
and Kashmir (196%), Uttar Pradesh (89%), Assam (81%) and Madhya Pradesh (72%),
there was a noticeable increase in the number of government rural and urban
hospital beds between 2004 and 2014. The population served per government
hospital bed increased in Gujarat, Andhra Pradesh, and Bihar between 2004 and
2014 due to a decline in the number of government hospital beds in these
states. Bihar, Andhra Pradesh, and Uttar Pradesh's public health
infrastructure, as measured by the population served per hospital bed, remained
deficient in 2014. On the other end of the spectrum, Himachal Pradesh, Kerala,
and West Bengal provided better health infrastructure. 3.3. Reliance on Public Health Services for Inpatient Care The
information in Table 3 demonstrates that at all-India
level, the share of public providers in inpatient care for rural residents though
declined from 59.7% in 1986-87 to 41.7% in 2004 but exhibited improvement to 50.3%
in 2014. During 1986 to 2014, the decline in the share of public providers for
rural people is relatively less, compared to the decline witnessed for urban people
at all-India level. The share of public providers in urban India fell from
60.3% in 1986-87 to 35.5% in 2014. If we consider only 2004-2014 period, in
contrast to increase in utilisation for rural residents, the share of public
providers decreased slightly from 38.2% to 35.5% for urban residents. At the
state level, the situation is more or less comparable
to that of all-India, where a general reduction between 1986–1987 and 2014 is
visible, although an increase in the share of public providers is noted between
the years of 2004 and 2014. Haryana,
Himachal Pradesh, Madhya Pradesh, Odisha, Punjab, Rajasthan, Tamil Nadu, and
Uttar Pradesh all adhere to this pattern. Even
while a few states recorded a decrease in the proportion of public providers in
1995–96 compared to 1986–1987, they subsequently consistently improved. This
group includes Madhya Pradesh and Assam. Public providers for inpatient
treatment for rural people have consistently decreased in Andhra Pradesh,
Gujarat, Karnataka, Kerala, and Maharashtra from 1986 to 1987. This is
concerning, as the percentage is lower than the 2014 average for all-India. Andhra
Pradesh, Gujarat, Haryana, Karnataka, Kerala, Rajasthan, Maharashtra, and West
Bengal are the states that exhibit a constant fall in the share of public
providers for inpatient treatment in urban areas, similar to
the situation for all-India. The share of public providers in other
states—aside from Rajasthan and West Bengal—is lower than the national average.
Assam, Bihar, and Punjab are states that have experienced a revival over the
past ten years (2004–2014). While Uttar Pradesh's ranking stayed stable, Madhya
Pradesh's standing somewhat worsened in 2014 compared to 2004. In rural
areas the increase in availability of government hospital beds over time
directly altered the healthcare utilisation pattern for rural residents. First of all, the inter-state correlation coefficient
between population served per government hospital bed with percentage share of
treated illnesses in 2014 was highly significant (-0.720 for rural and -0.611
for urban areas). Further, the population served per government hospital bed
was also significantly correlated (-0.619) with percentage change in share of
treated illnesses between 2004 and 2014 in rural areas; thus
signifying improvement in the access to government health facilities in a state
leads to better health seeking behaviour for their rural residents. The
improvement (reduction) in reliance on public health facilities for inpatient
care particularly by rural populations in various states during 2004-14 is
directly associated with the expansion (contraction) of government health
infrastructure. Assam, Madhya Pradesh, Punjab, and Uttar Pradesh exhibited an
upward directional relationship, while Andhra Pradesh and Gujarat showed a
downward directional association. Haryana, Himachal Pradesh, and Kerala showed
a stable position, while the remaining states showed a mixed association. The
percentage share of public providers for inpatient care and variations in the
number of government hospital beds were generally shown to be positively
correlated at the state level (0.532 for 2004; 0.500 for 2014). We also
discovered a negative correlation between the number of private enterprises per
100,000 people (as shown in Table 2) and the percentage share of public
providers in inpatient care (-0.536 for 2004 and -0.593 for 2014) for 17 major
states. Hooda (2015) observed that the expansion of
private health enterprises at the state level was negatively correlated with
the reliance on public hospitals. 3.4. Share of Public Providers for Outpatient Care For both
rural (28.3%) and urban (21.2%) people across all of India, the reliance on
public providers for outpatient care in 2014 was found to be significantly
lower than that for inpatient care. It is interesting to note that compared to
1986–1987, the proportion of public providers providing outpatient care to
rural households has improved in 2014. Assam, Kerala, Madhya Pradesh, Odisha,
Punjab, Tamil Nadu, Uttar Pradesh, and West Bengal are the states that are
following this trend, whereas the other nine states have experienced a fall.
Since 1986–1987, only Haryana has had a continuous fall. We have seen that two
of those nine states—Bihar and Maharashtra—restored reliance on public providers
between 2004 and 2014. Even in urban
India, the percentage of public providers for outpatient treatment has
decreased from 1986–1987, though stagnation was seen between 1995–1996 and
2004. Since 1986–1987, the share of public providers in urban Karnataka and
West Bengal areas has consistently decreased. Since 2004, a few states,
including Assam, Kerala, Maharashtra, Punjab, and Uttar Pradesh, seem to have
resumed relying on public services. In urban areas of Andhra Pradesh, Bihar,
Gujarat, Haryana, Himachal Pradesh, Jammu and Kashmir, Madhya Pradesh, Odisha,
and Rajasthan, the proportion of public providers providing outpatient care has
decreased since 2004. To some
extent in 2014, the public providers in outpatient care has played a dominant
role for either rural or urban or in both populations of hilly states of India
(Assam, Himachal Pradesh, and Jammu and Kashmir) and in Odisha. Additionally,
between 2004 and 2014, states that expanded their public health infrastructure
also saw an improvement in how many people used outpatient treatments. We
discovered a strong negative association (-0.521) between the percentage share
of public providers in outpatient care for urban areas in 2014 (as shown in Table 2) for 17 major states and the
population served by a government hospital bed. Table 2
Table 3
3.5. Provision of Free Health Services by the Public Sector In the
delivery of free healthcare services for both inpatient and outpatient care,
private sector organisations have a very little role. As a result, free medical
care is available to people who use government facilities. Table 4 gives data on the proportion of
patients who got free hospital beds (as a proxy for free inpatient care) and
free medicine (as a proxy for free outpatient care) in order
to capture this element. Similar to
the share of public providers in rural areas, free provision of beds in
inpatient care has decreased from 60.7% in 1986-87 to 37% in 2004 and then
improved to 47.3% in 2014 at the all-India level. In urban areas across all-India,
a same trend is also evident, but the percentage rise from 2004 to 2014 is just
2.6. However, as pointed out by Sundarraman and Muraleedharan
(2015), this pattern shows how public
health care consumption is geared towards the poor. Most states, particularly
for rural residents, follow this tendency, including Bihar, Haryana, Jammu and
Kashmir, Kerala, Madhya Pradesh, Maharashtra, Punjab, Rajasthan, Tamil Nadu,
Uttar Pradesh, and West Bengal. No state has a steadily rising trend in its
free hospital bed offerings. While free bed provisions in Assam and Himachal
Pradesh continue to fall, they have stagnated in Odisha since 2004. In terms of
providing free beds for rural inhabitants, Assam outperformed all other states
in 1986–1987 with a 95.5% share; however, by 2014, this percentage had dropped
to just 50.6. As was
already mentioned, in 2014, all of India saw a slight improvement in the free
availability of beds in urban areas. This pattern is seen in the urban areas of
Assam, Bihar, Gujarat, Haryana, Kerala, Madhya Pradesh, Maharashtra, and
Punjab. The number of free beds available to the urban population in some
states has consistently decreased between 1986–1987 and 2014; these states
include Andhra Pradesh, Jammu & Kashmir, Odisha, Rajasthan, Tamil Nadu, and
West Bengal. Even lower than the national average of 34.6% is the proportion of
free bed providing in urban Andhra Pradesh, Gujarat, Haryana, Karnataka,
Maharashtra, and Punjab. Again, no state exhibits a rising trend in the
provisioning of free beds. Table 4
3.6. Provision of Free Medicines People
become prone to debt when they purchase medications, especially when they do so
frequently for a chronic illness. Provision of free medications would
significantly lessen this vulnerability. The NHA 2014–15 estimates that the
overall pharmaceutical spending in 2014–15 was Rs. 171025 crores, or 37.9% of
the current health expenditures (CHE). According to the NHA 2014–15,
pharmaceutical spending includes money spent on prescription drugs used in
medical interactions, money spent on self-medication (often referred to as
over-the-counter products), and money spent on pharmaceuticals used in
inpatient and outpatient care from prescribing physicians (Government of India,
2017a, p. 10). Prescription drugs made up Rs. 128887 crores, or 28.6%, of the
total Rs. 451286 crores of the CHE (Government of India, 2017a, p. 22). Overall,
provision of free medicines during 1986-87 to 2014 decreased to 9.4% and 9.3%
in rural and urban areas at all-India level. Tamil Nadu is the only state where
more than 25% of rural patients have received free medicines; whilst this
percentage is lower for urban patients. Tamil Nadu and Rajasthan are the two
states where the percentage of patients reporting free medicines in 2014 is
high for both rural and urban populations, thanks to the drug procurement model
adopted in both the states. According
to reports, more than 20% of rural patients in 10 states received free
medications in 1986-87. In 1995–96, there were only two states left (Andhra
Pradesh and Tamil Nadu), and by 2004 there was only one state left (Tamil
Nadu). However, Rajasthan and Tamil Nadu both appear on this list in 2014. In
Haryana, Himachal Pradesh and Jammu and Kashmir, less
than 1% of rural patients have reported getting free medicines and in another
seven states this was less than 5%. In the
urban areas also, free provisioning of medicines which was at 19.7% in 1986-87
has decreased to 9.3% in 2014 (though better than the 6.3% in 2004). All the
states, including Tamil Nadu that is hailed as the model for other states to
follow in provisioning of medicines Lalitha (2009) have recorded steep decline in the
free provisioning of medicines in 2014 compared to 1986-87. The fact that the share of medications in inpatient and outpatient treatment is higher than that of other components shows how much of a burden this is on the population. According to Berman et al. (2010)'s analysis, the OOP expenditure to cover healthcare expenditures, particularly those brought on by the lack of free drugs, will further bankrupt the poor. Additionally, we observe a discrepancy between the states that have improved urban services and those that have improved rural services. Concerningly, "among various components, highest expenditure was incurred on medicine both in public and private health care institutions and this varied within a range of 38-66 percent" (p.31), according to the National Health Accounts for 2004–2005. In public health care facilities, around 66% of expenditures were made on medicine for the rural population, compared to a slightly lower 62% for the urban population (Table 5). The cost of medicines in the public sector has increased as a result of the lack of medic |