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Agricultural Economics Research Review
Vol. 22 January-June 2009 pp 155-160



Research Note


        Evolving Milk Pricing Model for Agribusiness Centres: An
                         Econometric Approach

                                      V. Saravanakumara* and D.K. Jainb
            a
             Directorate of Agricultural and Rural Management, Tamil Nadu Agricultural University
                                       Coimbatore - 641 003, Tamil Nadu
           b
            Dairy Economics, Statistics and Management Division, National Dairy Research Institute
                                           Karnal, Haryana - 132 001


                                                          Abstract
         The two-axes pricing policy is followed normally in the dairy business centres of Tamil Nadu. Though
         it is scientifically rational, it ignores the input prices, technology and government policies. For sustaining
         the growth momentum and achieving an annual average growth of 7-8 per cent in the next five years
         and considering that dairying is practised as a component of mixed farming systems, it becomes
         imperative to take into account the interrelationship among the enterprises and general economic
         factors while fixing the milk price. In this study, development of a price determination model has
         been reported. It is based on the cost of production and takes into account price and non-price factors,
         viz. technology, and projected different price scenarios of milk for the coming years. The study
         undertaken in the Tamil Nadu state, is based on primary data collected for the year 2002-03 and has
         used normalized restricted quadratic profit function analysis and price determination models. It has
         been found that to maintain constant returns to the production cost of milk, the milk price would need
         an upward adjustment of 9.97 per cent, whereas to provide constant net monetary income, the milk
         price would need an upward adjustment by 10.30 per cent for buffalo milk. Considering 2002-03 as
         the base year, the estimated price for milk per litre is expected to be Rs 23.64 at constant monetary
         income and Rs 23.15 at constant return to production cost in the year 2009-10. The results of the
         paper are illustrative of the utility approach in generating consistent price sets for milk in response to
         alternative policy interventions.

Introduction                                                      Though, India is the world’s top milk producer, the
                                                                  per capita milk availability remains low at 241 grams
     Livestock sector plays a critical role in the welfare
                                                                  per day (Economic Survey, 2005-06), which is lower
of India’s rural population. It contributes 5.4 per cent
                                                                  than the minimum requirement of 250 grams per day
to the total GDP and 27 per cent to the GDP from
                                                                  as recommended by the Indian Council of Medical
agriculture and allied sectors engaging 30 million small
                                                                  Research (ICMR). The demand for milk is estimated
producers, each raising one or two cows and or
                                                                  to be of 191.3 Mt by 2020 assuming the growth rate
buffaloes. It is emerging as an important growth-
                                                                  of the economy at 5 per cent per annum. The milk
leveraging sector of the Indian economy with annual
                                                                  supply projections have indicated a deficit of 52.7
milk production of 97.1 million tonnes (Mt) in 2005-
                                                                  Mt by 2020 (Kumar, 1998). The impact of Agreement
06 (Economic Survey, 2005-06). It accounts for more
                                                                  on Agriculture (AoA) under the globalization process
than 65 per cent of the total value of livestock output.
                                                                  has made the Indian dairy industry to face several
* Author for correspondence,                                      challenges, including structural changes in the
  Email: sharanu2k @gmail.com                                     production and trade patterns.
156                 Agricultural Economics Research Review      Vol. 22   January-June 2009

    In India, price policy for milk and other livestock   line (i.e., 85th percentile) of milk production, and (ii)
products has not yet been adopted by the government       two-axes pricing policy (considering both fat and
and the same is being handled by middlemen,               SNF); fat is estimated by Gerber method (BIS, 1981),
individual traders and vendors. The studies conducted     the SNF is estimated by using lactometer reading
by Ray (1978) and Gandhi (2002) with respect to           and modified Richmond’s formula. But, there is no
milk pricing policy have concluded that two-axes          uniform pattern followed throughout the country to
pricing policy was more appropriate. However, Patel       give weightage to SNF-fat value or bulk line costing
(1975), Raut and Singh (1979) and Pundir (1996)           method, while fixing the price of milk. Generally,
have concluded that the cost of milk production,          the dairy plants fix their own SNF-fat weightage rates
seasonal variations and general market trends should      to attract higher milk procurement. These pricing
be taken into account for pricing of milk. Keeping        policies completely ignore the factor allocation, yield
these views, the present study has developed a price      levels and income, which are very much affected by
determination model based on cost of production           the movements of relative prices. In such situations,
taking into account the price and non-price factors       it is important to take into account the
and has projected different price scenarios of milk in    interrelationships of milk on both the factor and
future.                                                   product market sides for determining the price of
                                                          milk.
Methodology
                                                          Price Determination Model for Milk
Sampling Framework and Data Collection
                                                              The price of milk ought to be at a levelwhich
     The state of Tamil Nadu has been purposively         covers production cost and leaves sufficient margins
selected. It has emerged as the ninth largest milk-       to milk producers. The methodology developed by
producing state of the country, with annual milk          Kumar(1984) has been used in this study. The analysis
production of 4.75 Mt, accounting for 5.40 per cent       required the cost and returns structure of milk
of the total milk production of the country and the       computed based on the survey data and has been
second largest milk producer in the southern region       given in Appendix Table 1. In addition to these
(CSO, 2004). A multi-stage stratified random              parameters, there was also need of elasticity
sampling technique was adopted to select the sample       parameters of milk supply and input demand for milk
households. Erode and Trichy districts of the Tamil       production with respect to milk price and variable
Nadu state were purposively selected and two blocks       and fixed input prices. These production elasticities
were selected randomly from each of these two             were derived by using the normalized restricted
districts. A complete enumeration of all households       quadratic profit equations. The estimated elaticities
in the selected villages was carried out and a sample     have been given in Appendix Table 2. Using the
of 20 households rearing buffaloes from each village      models developed by Kumar (1984), the growth
was selected randomly and thus in total, a sample of      equations for cost of milk production and net income
160 households was selected. The data for the             from milk production were derived and used for fixing
investigation comprised primary data for two seasons,     the milk price under few scenarios.
namely flush (August to February) and lean (March
to July) for the year 2002-03 collected through a well-   Results and Discussion
structured, pre-tested proforma by personal interview
method and the secondary data were obtained from              The price determination model based on cost of
published sources.                                        production was developed for milk and the results
                                                          have been presented in the following sections.
Existing Milk Pricing System
                                                          Cost of Production Model
    In India, the price of milk is determined in
cooperatives by two methods (Ray, 1978 and Gandhi,            Growth model used for cost of milk production
2002), viz., (i) bulk line costing method, which is       with respect to realized changes in price and non-
that level of cost which covers / reflects the bulk       price factors was:
Sarvankumar and Jain : Evolving Milk Pricing Model for Agribusiness Centres                 157
 .         .           .         .         .
C = 0.09 p1 + 0.19 p2 + 0.14 p3 + 0.02 p4 –               the growth equations for cost of production and net
            .          .
      0.01 Z1 – 0.03 Z2                          
(1)     income for buffalo milk may be reduced to equation
         . . .        .                                   (3):
where, p1, p2, p3 and p4 represent the growth in prices    .            .        .
of green fodder, dry. fodder,. concentrate and wage       C = 0.0997, I = 5.62 P – 0.5676
                                                          ~                                            
(3)
rate, respectively; Z1 and Z2 represent growth in                 .
                                                          where C is the average cost of milk production per
                                                                  ~
veterinary and miscellaneous cost, and fixed cost,        litre and I is the average net income.
respectively.
                                                               For ten per cent increase in the level of price
     It was observed from model (1) that the              factors used in milk production for buffalo milk, the
elasticities of growth of cost of production with         cost would increase by 9.97 per cent. Thus, if the
respect to prices of variable inputs were positive and    objective of the policymakers is to maintain constant
less than one. The elasticities of fixed inputs Z1 and    returns to the production cost of milk production,
Z2 were negative and inelastic for buffalo milk           the price of milk needs to be adjusted upwards at a
production during the study year. It implied that         rate equal to the magnitude of cost-push inflation.
increase in both fixed resources like veterinary and                                                         .
                                                          For maintaining constant monetary net income (I =
miscellaneous cost and interest and depreciation on       0) to the milk producers, the adjustment in milk price
fixed assets would improve the productivity of milk                              .
                                                          for buffalo would be P = 0.1010 during a year.
and reduce the cost of milk production. The prices
of dry fodder and concentrate had a major impact in           The cost of production of milk and prices of milk
raising the cost of milk production for buffalo milk      at constant monetary net income (dI = 0) and at
which implied that one per cent increase in these         constant return to production cost were estimated
prices would increase the cost of milk production         based on the model developed in the study.
by 0.19 per cent and 0.14 per cent, respectively.         Considering 2002-03 as the base year, the cost of
                                                          milk production, and prices of milk at constant
Net Income Model                                          monetary net income (I = 0) as well as at constant
                                                          returns to production cost were estimated for buffalo
    The growth model used for the net income from
                                                          milk production by the year 2010 (Table 1).
milk with respect to observed changes in price and
non-price factors during the study year was:                  A perusal of Table 1 revealed that the estimated
.        .         .         .         .                  overall cost of production per litre of buffalo milk
I = 4.55 P – 0.45 p.1 – 0.95 p2 – 0.63 p3 –
         .                   .                            would be Rs.19.66 during the year 2009-10. And,
    0.14 p4 - 0.67 Z1 - 2.72 Z2              
(2)
                                                          the estimated price for buffalo milk is expected to
     The signs of net income elasticities with respect    be Rs.23.64 and Rs.23.15, respectively, at constant
                                                                              .
to the prices of green fodder, dry fodder, concentrate    monetary income (I = 0) and constant return to
and wage rate were observed to be negative, which         production cost during the year 2009-10 based on
was anticipated with the theoretical framework. It        the price determination model with the assumption
was found that the elasticity estimates were less than    of 10 per cent increase in the prices the variable
unity in both the models. With respect to milk price      inputs every year.
 .
(P), the net income elasticity showed more
                                                               The technological change allows the
responsiveness, i.e. one per cent increase in milk
                                                          productivity growth to compensate for cost-push
price would raise the income by 4.55 per cent for
                                                          inflation, while maintaining product price and rate
buffalo milk production.
                                                          of profit to be constant. However, productivity
     Under the assumption that there were no changes      change itself is conditioned by the rate of profit on
in the fixed factors, viz. veterinary and miscellaneous   investment in dairying. Hence, there is a need to set
       .
cost (Z1) and interest and depreciation on fixed inputs   the limits of milk price at the existing cost-push
  .
(Z2) and that factor price inflation in prices of green   inflation. Net income from milk for buffalo during
fodder, dry fodder, concentrate and wage rate will        the year will face a negative growth, if the milk price
continue to rise in future at the rate of 10 per cent,    is adjusted below the level at which net income
158                 Agricultural Economics Research Review       Vol. 22       January-June 2009

Table 1. Estimated production cost and price of milk, based on the cost and price model for buffalo farms
                                                                                                      (Rs/litre)
Year                       Cost of milk                                          Milk Price
                           production                 At constant monetary                    At constant return to
                                                                   .
                                                       net income (I = 0)                       production cost

2002-03*                      10.11                          11.90                                   11.90
2003-04                       11.12                          13.13                                   13.09
2004-05                       12.23                          14.48                                   14.39
2005-06                       13.45                          15.97                                   15.83
2006-07                       14.79                          17.61                                   17.40
2007-08                       16.26                          19.43                                   19.14
2008-09                       17.88                          21.43                                   21.05
2009-10                       19.66                          23.64                                   23.15
Source: Based on survey

elasticity with respect to milk price is negative. This   Table 2. Changes in net income elasticity and net
would act as a disincentive to the milk producers in               income due to change in corresponding price
the context of adoption of improved technology. On                 of milk of buffalo farms
the other hand, the price adjustment above the limit,        Changes in           Change in net         Changes in
where net income elasticity is positive and elastic,                                        .                      .
                                                             net income            income (I)          milk price (P)
will leave the milk producers with high profit rates.      elasticity (EIP )
So, the milk price should be adjusted within that range
where net income elasticity floats between zero and           - α to 0             -0.46 to 0.00      0.00 to 0.1010
one; it may provide fair income to milk producers, so          0 to 1             0.00 to 0.1010    0.1010 to 0.1229
as to induce them towards the adoption of improved              >1                   > 0.1229            > 0.1229
milk production technology. Further, keeping in view,
the competition among the farm enterprises,               obtained similar results for buffalo milk production in
constraints in rapid adoption of new technology,          Himachal Pradesh.
general economic condition and scenario of the
international market, the prices are required to be       Conclusions and Policy Implications
adjusted. The changes in net income and elasticity
                                                               The pricing model for milk based on cost of
of net income for corresponding changes in milk
                                                          production has revealed that the prices of green
prices for buffaloes were calculated during the study
                                                          fodder, dry fodder and concentrate play a significant
year and have been presented in Table 2.
                                                          role in raising the cost of milk production and the
     It is evident from Table 2 that the growth in milk   fixed factors influence negatively to reduce the cost.
price will compensate for the cost-push inflation if      The growth of net income of milk with respect to
it lies between 10.10 per cent and 12.29 per cent         milk price is also influenced positively. The study
during a year. The adjustment of milk price below         has indicated that the price of inputs and fixed factors
10.10 per cent per annum will generate a negative         influence the cost of milk production significantly.
growth in net income and may not provide enough           The study has concluded that the price of feeds is an
incentive to the milk producers for the adoption of       important factor in determining the cost of milk
improved technology. Price adjustment above 12.29         production, therefore, to have a rational price policy
per cent will give high rate of profit to the milk        of milk, the price and non-price factors like
producers which may led to specialization of dairy        technology should be considered for taking up
farms. The results obtained in the present study were     appropriate decisions. The price model based on cost
in conformity with the findings of Pundir (1996) who      of production developed in the study can be used to
Sarvankumar and Jain : Evolving Milk Pricing Model for Agribusiness Centres                    159

project the future price of milk by taking into account    Greene, W.H. (1997) Econometric Analysis. Prentice Hall,
the cost of inputs, technology and general economic            New Jersey, USA.
conditions. The calculated parameters of the model         Kumar, P. (1984) Price policy model of sugarcane and its
are to be treated with caution in as much as they are         products. Indian Journal of Agricultural Economics,
based on the reference year for the milk. The results         39(4): 595-612.
of the study are illustrative of the utility approach in   Kumar, P. and Mruthyunjaya (1989) Methodology for
generating consistent price sets for milk in response         Simultaneous Determination of Factor Product
to alternative policy interventions.                          Prices : Project report. Division of Agricultural
                                                              Economics, Indian Agricultural Research Institute,
References                                                    New Delhi.
BIS (1981) ISI Handbook of Food Analysis. Part XI. Dairy   Kumar, P. (1998) Food Demand and Supply Projections
    Products. Bureau of Indian Standards, New Delhi.          for India. Agricultural Economics Policy Paper 98-
    pp. 21-44.                                                01. Indian Agricultural Research Institute, New Delhi.
CSO (2004) National Accounts Statistics, Central           Patel, R.K. (1975) Sound basis of pricing milk. Indian
   Statistical Organisation, Ministry of Statistics &          Dairyman, 36(1):1-7.
   Programme Implementation, New Delhi.                    Pundir, R.S. (1996) Cost and price determination models
Economic Survey (2005-06) Economics Division, Ministry        for milk. Ph.D. Thesis, National Dairy Research
    of Finance, Government of India, New Delhi.               Institute, Karnal.

Evenson, R.E. and Binswanger, H.P. (1980) Estimating       Raut, K.C. and Singh, S. (1979) A system of continuous
   Labour Demand Function for Indian Agriculture.              milk costing by balancing interest of both producers
   Centre Discussion Paper No. 356. Economic Growth            and consumers. Indian Dairyman, 31(9):635-639.
   Centre, Yale University, New Haven, Connecticut,        Ray, A.K.C. (1978) Pricing of milk. Indian Dairyman,
   USA.                                                        30(12): 809-813.
Gandhi, P.M.K.C. (2002) Pricing policy and cost of         Zellner, A. (1962) An efficient method of estimating
   production of milk in Coimbatore dairy cooperatives.        seemingly unrelated regressions and tests for
   M.Sc. Thesis, National Dairy Research Institute,            aggregation bias. Journal of American Statisticians
   Karnal, Haryana.                                            Association, 57(298): 348-375.
160                   Agricultural Economics Research Review       Vol. 22   January-June 2009

                                                                                                Appendix Table 1
                                 Cost and returns structure of buffalo milk production
Sl No.       Particulars                                       Description                    Rs/day/milch animal

1.           Green fodder cost                                    X1p1                                  5.31
2.           Dry fodder cost                                      X2p2                                  5.64
3.           Concentrate cost                                     X3p3                                 11.63
4.           Total labour cost                                    X4p4                                  4.84
5.           Veterinary and miscellaneous cost                     Z1                                   1.09
6.           Total fixed cost                                      Z2                                   4.71
7.           Gross cost                                          Cost C                                33.21
8.           Milk production (litres/day)                          Q                                    3.17
9.           Cost of milk production (Rs/L)                        C                                   10.11
10.          Net income                                            I                                    4.31




                                                                                                Appendix Table 2
           Factor demand and output supply elasticity estimates (aggregated) of buffalo milk production
Demand                  Price of    Price of    Price of        Wage      Veterinary and   Interest and         Price
function              green fodder dry fodder concentrate       rate      miscellaneous    depreciation        of milk
                          (q1)        (q2)        (q3)          (q4)        cost (Z1)      on fixed cost        (PY)
                                                                                                (Z2)

Green fodder (X1*)         -0.1685    0.0144       -0.1510     -0.0561       0.0094           0.1274           0.4671
Dry fodder (X2*)           0.0135     -0.0643      0.0057      0.0014        0.0018           0.0946           0.1388
Concentrate (X3*)          -0.1456    0.0032       -0.6125      0.0117       0.0055           0.0004           0.7315
Human labour (X4*)         -0.0510     0.0007      0.0197      -0.2378       0.2118           0.1151           0.4018
Milk supply (Y*)           -0.0073    -0.0028      -0.0415     -0.0740       0.0225           0.0718           0.1163

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14 v-sar

  • 1. Agricultural Economics Research Review Vol. 22 January-June 2009 pp 155-160 Research Note Evolving Milk Pricing Model for Agribusiness Centres: An Econometric Approach V. Saravanakumara* and D.K. Jainb a Directorate of Agricultural and Rural Management, Tamil Nadu Agricultural University Coimbatore - 641 003, Tamil Nadu b Dairy Economics, Statistics and Management Division, National Dairy Research Institute Karnal, Haryana - 132 001 Abstract The two-axes pricing policy is followed normally in the dairy business centres of Tamil Nadu. Though it is scientifically rational, it ignores the input prices, technology and government policies. For sustaining the growth momentum and achieving an annual average growth of 7-8 per cent in the next five years and considering that dairying is practised as a component of mixed farming systems, it becomes imperative to take into account the interrelationship among the enterprises and general economic factors while fixing the milk price. In this study, development of a price determination model has been reported. It is based on the cost of production and takes into account price and non-price factors, viz. technology, and projected different price scenarios of milk for the coming years. The study undertaken in the Tamil Nadu state, is based on primary data collected for the year 2002-03 and has used normalized restricted quadratic profit function analysis and price determination models. It has been found that to maintain constant returns to the production cost of milk, the milk price would need an upward adjustment of 9.97 per cent, whereas to provide constant net monetary income, the milk price would need an upward adjustment by 10.30 per cent for buffalo milk. Considering 2002-03 as the base year, the estimated price for milk per litre is expected to be Rs 23.64 at constant monetary income and Rs 23.15 at constant return to production cost in the year 2009-10. The results of the paper are illustrative of the utility approach in generating consistent price sets for milk in response to alternative policy interventions. Introduction Though, India is the world’s top milk producer, the per capita milk availability remains low at 241 grams Livestock sector plays a critical role in the welfare per day (Economic Survey, 2005-06), which is lower of India’s rural population. It contributes 5.4 per cent than the minimum requirement of 250 grams per day to the total GDP and 27 per cent to the GDP from as recommended by the Indian Council of Medical agriculture and allied sectors engaging 30 million small Research (ICMR). The demand for milk is estimated producers, each raising one or two cows and or to be of 191.3 Mt by 2020 assuming the growth rate buffaloes. It is emerging as an important growth- of the economy at 5 per cent per annum. The milk leveraging sector of the Indian economy with annual supply projections have indicated a deficit of 52.7 milk production of 97.1 million tonnes (Mt) in 2005- Mt by 2020 (Kumar, 1998). The impact of Agreement 06 (Economic Survey, 2005-06). It accounts for more on Agriculture (AoA) under the globalization process than 65 per cent of the total value of livestock output. has made the Indian dairy industry to face several * Author for correspondence, challenges, including structural changes in the Email: sharanu2k @gmail.com production and trade patterns.
  • 2. 156 Agricultural Economics Research Review Vol. 22 January-June 2009 In India, price policy for milk and other livestock line (i.e., 85th percentile) of milk production, and (ii) products has not yet been adopted by the government two-axes pricing policy (considering both fat and and the same is being handled by middlemen, SNF); fat is estimated by Gerber method (BIS, 1981), individual traders and vendors. The studies conducted the SNF is estimated by using lactometer reading by Ray (1978) and Gandhi (2002) with respect to and modified Richmond’s formula. But, there is no milk pricing policy have concluded that two-axes uniform pattern followed throughout the country to pricing policy was more appropriate. However, Patel give weightage to SNF-fat value or bulk line costing (1975), Raut and Singh (1979) and Pundir (1996) method, while fixing the price of milk. Generally, have concluded that the cost of milk production, the dairy plants fix their own SNF-fat weightage rates seasonal variations and general market trends should to attract higher milk procurement. These pricing be taken into account for pricing of milk. Keeping policies completely ignore the factor allocation, yield these views, the present study has developed a price levels and income, which are very much affected by determination model based on cost of production the movements of relative prices. In such situations, taking into account the price and non-price factors it is important to take into account the and has projected different price scenarios of milk in interrelationships of milk on both the factor and future. product market sides for determining the price of milk. Methodology Price Determination Model for Milk Sampling Framework and Data Collection The price of milk ought to be at a levelwhich The state of Tamil Nadu has been purposively covers production cost and leaves sufficient margins selected. It has emerged as the ninth largest milk- to milk producers. The methodology developed by producing state of the country, with annual milk Kumar(1984) has been used in this study. The analysis production of 4.75 Mt, accounting for 5.40 per cent required the cost and returns structure of milk of the total milk production of the country and the computed based on the survey data and has been second largest milk producer in the southern region given in Appendix Table 1. In addition to these (CSO, 2004). A multi-stage stratified random parameters, there was also need of elasticity sampling technique was adopted to select the sample parameters of milk supply and input demand for milk households. Erode and Trichy districts of the Tamil production with respect to milk price and variable Nadu state were purposively selected and two blocks and fixed input prices. These production elasticities were selected randomly from each of these two were derived by using the normalized restricted districts. A complete enumeration of all households quadratic profit equations. The estimated elaticities in the selected villages was carried out and a sample have been given in Appendix Table 2. Using the of 20 households rearing buffaloes from each village models developed by Kumar (1984), the growth was selected randomly and thus in total, a sample of equations for cost of milk production and net income 160 households was selected. The data for the from milk production were derived and used for fixing investigation comprised primary data for two seasons, the milk price under few scenarios. namely flush (August to February) and lean (March to July) for the year 2002-03 collected through a well- Results and Discussion structured, pre-tested proforma by personal interview method and the secondary data were obtained from The price determination model based on cost of published sources. production was developed for milk and the results have been presented in the following sections. Existing Milk Pricing System Cost of Production Model In India, the price of milk is determined in cooperatives by two methods (Ray, 1978 and Gandhi, Growth model used for cost of milk production 2002), viz., (i) bulk line costing method, which is with respect to realized changes in price and non- that level of cost which covers / reflects the bulk price factors was:
  • 3. Sarvankumar and Jain : Evolving Milk Pricing Model for Agribusiness Centres 157 . . . . . C = 0.09 p1 + 0.19 p2 + 0.14 p3 + 0.02 p4 – the growth equations for cost of production and net . . 0.01 Z1 – 0.03 Z2 
(1) income for buffalo milk may be reduced to equation . . . . (3): where, p1, p2, p3 and p4 represent the growth in prices . . . of green fodder, dry. fodder,. concentrate and wage C = 0.0997, I = 5.62 P – 0.5676 ~ 
(3) rate, respectively; Z1 and Z2 represent growth in . where C is the average cost of milk production per ~ veterinary and miscellaneous cost, and fixed cost, litre and I is the average net income. respectively. For ten per cent increase in the level of price It was observed from model (1) that the factors used in milk production for buffalo milk, the elasticities of growth of cost of production with cost would increase by 9.97 per cent. Thus, if the respect to prices of variable inputs were positive and objective of the policymakers is to maintain constant less than one. The elasticities of fixed inputs Z1 and returns to the production cost of milk production, Z2 were negative and inelastic for buffalo milk the price of milk needs to be adjusted upwards at a production during the study year. It implied that rate equal to the magnitude of cost-push inflation. increase in both fixed resources like veterinary and . For maintaining constant monetary net income (I = miscellaneous cost and interest and depreciation on 0) to the milk producers, the adjustment in milk price fixed assets would improve the productivity of milk . for buffalo would be P = 0.1010 during a year. and reduce the cost of milk production. The prices of dry fodder and concentrate had a major impact in The cost of production of milk and prices of milk raising the cost of milk production for buffalo milk at constant monetary net income (dI = 0) and at which implied that one per cent increase in these constant return to production cost were estimated prices would increase the cost of milk production based on the model developed in the study. by 0.19 per cent and 0.14 per cent, respectively. Considering 2002-03 as the base year, the cost of milk production, and prices of milk at constant Net Income Model monetary net income (I = 0) as well as at constant returns to production cost were estimated for buffalo The growth model used for the net income from milk production by the year 2010 (Table 1). milk with respect to observed changes in price and non-price factors during the study year was: A perusal of Table 1 revealed that the estimated . . . . . overall cost of production per litre of buffalo milk I = 4.55 P – 0.45 p.1 – 0.95 p2 – 0.63 p3 – . . would be Rs.19.66 during the year 2009-10. And, 0.14 p4 - 0.67 Z1 - 2.72 Z2 
(2) the estimated price for buffalo milk is expected to The signs of net income elasticities with respect be Rs.23.64 and Rs.23.15, respectively, at constant . to the prices of green fodder, dry fodder, concentrate monetary income (I = 0) and constant return to and wage rate were observed to be negative, which production cost during the year 2009-10 based on was anticipated with the theoretical framework. It the price determination model with the assumption was found that the elasticity estimates were less than of 10 per cent increase in the prices the variable unity in both the models. With respect to milk price inputs every year. . (P), the net income elasticity showed more The technological change allows the responsiveness, i.e. one per cent increase in milk productivity growth to compensate for cost-push price would raise the income by 4.55 per cent for inflation, while maintaining product price and rate buffalo milk production. of profit to be constant. However, productivity Under the assumption that there were no changes change itself is conditioned by the rate of profit on in the fixed factors, viz. veterinary and miscellaneous investment in dairying. Hence, there is a need to set . cost (Z1) and interest and depreciation on fixed inputs the limits of milk price at the existing cost-push . (Z2) and that factor price inflation in prices of green inflation. Net income from milk for buffalo during fodder, dry fodder, concentrate and wage rate will the year will face a negative growth, if the milk price continue to rise in future at the rate of 10 per cent, is adjusted below the level at which net income
  • 4. 158 Agricultural Economics Research Review Vol. 22 January-June 2009 Table 1. Estimated production cost and price of milk, based on the cost and price model for buffalo farms (Rs/litre) Year Cost of milk Milk Price production At constant monetary At constant return to . net income (I = 0) production cost 2002-03* 10.11 11.90 11.90 2003-04 11.12 13.13 13.09 2004-05 12.23 14.48 14.39 2005-06 13.45 15.97 15.83 2006-07 14.79 17.61 17.40 2007-08 16.26 19.43 19.14 2008-09 17.88 21.43 21.05 2009-10 19.66 23.64 23.15 Source: Based on survey elasticity with respect to milk price is negative. This Table 2. Changes in net income elasticity and net would act as a disincentive to the milk producers in income due to change in corresponding price the context of adoption of improved technology. On of milk of buffalo farms the other hand, the price adjustment above the limit, Changes in Change in net Changes in where net income elasticity is positive and elastic, . . net income income (I) milk price (P) will leave the milk producers with high profit rates. elasticity (EIP ) So, the milk price should be adjusted within that range where net income elasticity floats between zero and - α to 0 -0.46 to 0.00 0.00 to 0.1010 one; it may provide fair income to milk producers, so 0 to 1 0.00 to 0.1010 0.1010 to 0.1229 as to induce them towards the adoption of improved >1 > 0.1229 > 0.1229 milk production technology. Further, keeping in view, the competition among the farm enterprises, obtained similar results for buffalo milk production in constraints in rapid adoption of new technology, Himachal Pradesh. general economic condition and scenario of the international market, the prices are required to be Conclusions and Policy Implications adjusted. The changes in net income and elasticity The pricing model for milk based on cost of of net income for corresponding changes in milk production has revealed that the prices of green prices for buffaloes were calculated during the study fodder, dry fodder and concentrate play a significant year and have been presented in Table 2. role in raising the cost of milk production and the It is evident from Table 2 that the growth in milk fixed factors influence negatively to reduce the cost. price will compensate for the cost-push inflation if The growth of net income of milk with respect to it lies between 10.10 per cent and 12.29 per cent milk price is also influenced positively. The study during a year. The adjustment of milk price below has indicated that the price of inputs and fixed factors 10.10 per cent per annum will generate a negative influence the cost of milk production significantly. growth in net income and may not provide enough The study has concluded that the price of feeds is an incentive to the milk producers for the adoption of important factor in determining the cost of milk improved technology. Price adjustment above 12.29 production, therefore, to have a rational price policy per cent will give high rate of profit to the milk of milk, the price and non-price factors like producers which may led to specialization of dairy technology should be considered for taking up farms. The results obtained in the present study were appropriate decisions. The price model based on cost in conformity with the findings of Pundir (1996) who of production developed in the study can be used to
  • 5. Sarvankumar and Jain : Evolving Milk Pricing Model for Agribusiness Centres 159 project the future price of milk by taking into account Greene, W.H. (1997) Econometric Analysis. Prentice Hall, the cost of inputs, technology and general economic New Jersey, USA. conditions. The calculated parameters of the model Kumar, P. (1984) Price policy model of sugarcane and its are to be treated with caution in as much as they are products. Indian Journal of Agricultural Economics, based on the reference year for the milk. The results 39(4): 595-612. of the study are illustrative of the utility approach in Kumar, P. and Mruthyunjaya (1989) Methodology for generating consistent price sets for milk in response Simultaneous Determination of Factor Product to alternative policy interventions. Prices : Project report. Division of Agricultural Economics, Indian Agricultural Research Institute, References New Delhi. BIS (1981) ISI Handbook of Food Analysis. Part XI. Dairy Kumar, P. (1998) Food Demand and Supply Projections Products. Bureau of Indian Standards, New Delhi. for India. Agricultural Economics Policy Paper 98- pp. 21-44. 01. Indian Agricultural Research Institute, New Delhi. CSO (2004) National Accounts Statistics, Central Patel, R.K. (1975) Sound basis of pricing milk. Indian Statistical Organisation, Ministry of Statistics & Dairyman, 36(1):1-7. Programme Implementation, New Delhi. Pundir, R.S. (1996) Cost and price determination models Economic Survey (2005-06) Economics Division, Ministry for milk. Ph.D. Thesis, National Dairy Research of Finance, Government of India, New Delhi. Institute, Karnal. Evenson, R.E. and Binswanger, H.P. (1980) Estimating Raut, K.C. and Singh, S. (1979) A system of continuous Labour Demand Function for Indian Agriculture. milk costing by balancing interest of both producers Centre Discussion Paper No. 356. Economic Growth and consumers. Indian Dairyman, 31(9):635-639. Centre, Yale University, New Haven, Connecticut, Ray, A.K.C. (1978) Pricing of milk. Indian Dairyman, USA. 30(12): 809-813. Gandhi, P.M.K.C. (2002) Pricing policy and cost of Zellner, A. (1962) An efficient method of estimating production of milk in Coimbatore dairy cooperatives. seemingly unrelated regressions and tests for M.Sc. Thesis, National Dairy Research Institute, aggregation bias. Journal of American Statisticians Karnal, Haryana. Association, 57(298): 348-375.
  • 6. 160 Agricultural Economics Research Review Vol. 22 January-June 2009 Appendix Table 1 Cost and returns structure of buffalo milk production Sl No. Particulars Description Rs/day/milch animal 1. Green fodder cost X1p1 5.31 2. Dry fodder cost X2p2 5.64 3. Concentrate cost X3p3 11.63 4. Total labour cost X4p4 4.84 5. Veterinary and miscellaneous cost Z1 1.09 6. Total fixed cost Z2 4.71 7. Gross cost Cost C 33.21 8. Milk production (litres/day) Q 3.17 9. Cost of milk production (Rs/L) C 10.11 10. Net income I 4.31 Appendix Table 2 Factor demand and output supply elasticity estimates (aggregated) of buffalo milk production Demand Price of Price of Price of Wage Veterinary and Interest and Price function green fodder dry fodder concentrate rate miscellaneous depreciation of milk (q1) (q2) (q3) (q4) cost (Z1) on fixed cost (PY) (Z2) Green fodder (X1*) -0.1685 0.0144 -0.1510 -0.0561 0.0094 0.1274 0.4671 Dry fodder (X2*) 0.0135 -0.0643 0.0057 0.0014 0.0018 0.0946 0.1388 Concentrate (X3*) -0.1456 0.0032 -0.6125 0.0117 0.0055 0.0004 0.7315 Human labour (X4*) -0.0510 0.0007 0.0197 -0.2378 0.2118 0.1151 0.4018 Milk supply (Y*) -0.0073 -0.0028 -0.0415 -0.0740 0.0225 0.0718 0.1163