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Locational analysis of public and private health services in Rohtak and Bhiwani districts, (India), 1981 to 1996


Study area: 
Haryana is selected for the present study (Figure - 1 and 2a). This state is selected for two reasons. First, there has been a rapid economic growth in Haryana since the introduction of the Green Revolution in the 1960s. In 1981, out of the total: 99.6 per cent and 55 per cent of villages of Haryana have electricity and transport services, respectively; unlike other states Haryana is considered one of the most economically developed states of the country (Bhalla et al, 1999; Kumar, 1993). Male and female life expectancy rates in this state are 65.2 and 64.2 respectively against 60.6 and 61.7 years for the country (RGI, 1998). Second, despite improvement in life expectancy and economic growth, a large section of the population (a majority of them rural poor and women) does not have adequate access to basic infrastructure services, especially education and health. The position of women in Haryana also compares poorly with the other socially developed states of the country, such as Kerala (Kumar, 1993; Sen, 1996). Out of 16, two districts (namely Rohtak and Bhiwani, which encompass different geographical, social and economic characteristics, Figure-2b, Table-1) are selected for the present study. Distance from Delhi UT, which has an inverse relationship with the concentration of infrastructure services, is the main criterion for the selection of these two districts. Rohtak is immediately to the west of Delhi Union Territory and Bhiwani is further to the west of Rohtak District (see Kumar, 1999 for a detailed discussion on the study area).

Figure 1

Figure 2a
Health statistics in Haryana: 
Since the inception of Haryana State in 1966 there has been a significant increase in the number of health services over a period of three decades (Table-2): per capita expenditure on health increased from Rs. 1.2 in 1966-67 to Rs. 84.48 in 1995-96 . Expenditure on medical, family welfare, public health, sanitation and water supply increased from Rs. 385 millions in 1980-81 to Rs. 3367 millions in 1995-96. At 1980-81 prices increase was Rs. 1059 millions, more than 10 per cent annual growth; and about 10 per cent of the total development and revenue expenditures were on health services in 1995-96 (Government of Haryana, 1997b). Annual growth in health expenditure was more than 15 per cent per annum from 1980-81 to 1985-86, falling to less than 5 per cent during the 1985-86 to 1990-91 and less than 10 per cent from 1990-91 to 1995-96.

The number of CHCs, PHCs and Sub-Centres and trained doctors, and paramedical personnel increased substantially over the last three decades. Along with Government, the number of private doctors also increased. An increase in the number of health services alone could not ensure improvement in geographical access and efficiency level of health services in less developed areas in general and in rural areas in particular. The Government of India (1997) places on record that there are marked disparities in the provision of health services at state and district levels; and attempts are being made to correct these imbalances by additional provision of health services in less developed districts.

Database and Methodology: 

Data sources, collection and type: 
This work is based on primary and secondary sources of data. Secondary data were collected at village and district level from the Census, the Economic and Statistical Organisation (ESO), the Finance Department and the Chief Medical Office (CMO). Data on population size and public and private health services were collected from District Census Handbooks (DCHB) of Bhiwani and Rohtak Districts for the years 1981 and 1991. Information collected for the selected health services were: (1) whether the service is available or not; (2) if available, then the type of service; and (3) if not available, at what distance it is located. 

The latest data for health services were not available from any published source. Therefore, 1996 data on the provision of public health services were collected from Chief Medical Offices (CMO) of Bhiwani and Rohtak Districts, but CMO office does not maintain records for private health services. Therefore, analysis for private health services is restricted to 1981 and 1991. 

Methodology: 
Generally, the geographical accessibility is worked out by calculating average weighted distances people have to travel to reach a service. However, geographical efficiency is estimated by comparing the actual with the optimal average weighted distances. But an important issue here is: what is 'optimal' and how can it be identified? An answer to this question may lie in the analysis of 'location-allocation models' if optimality is defined in terms of geographical distance and demand (Ghosh and Rushton, 1987; Rushton, 1984 and 1988; Killen, 1983). The main objective of location-allocation models is to find out the 'optimal locations'. These models can be used with various constraints, such as minimum distance, maximum attendance, maximum coverage and minimum total powered distance etc.

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