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Descriptive Statistics
Policy Perceptions on Food Security:
         Abuse of Averages




    Source: Suryanarayana (2011) in India Development Report 2011
11th Five Year Plan on Food Security

• Sustained solution to morbidity
• All the more so,
  Stagnant incomes of the poor
  Perverse changes in consumption patterns –
   decline in cereal share
  Trend reduction in average cereal consumption




                  Policy Perceptions on Food Security   3
11th Five Year Plan on Food Security

Trend reduction in calorie intake – 8% in rural
 India - 3% in urban India between 1983 and 2004-
 05
Average calorie intake fall increasingly short of
 official poverty line norms: 2400 kcals rural India
 2100 kcals urban India




                 Policy Perceptions on Food Security   4
Incidence of Poverty (million): 1983-2004
 300.00

            251.96
  250.00                                244.03

                                                                   220.92
  200.00


  150.00


   100.00
                     70.94
                                                   76.34
                                                                            80.80
    50.00

              1983
                                            1993
                                                                     2004


                                     Rural         Urban
                             Policy Perceptions on Food Security                    5
Incidence of Calorie Deficiency (%)
       Norms: 2400 Kcal (Rural); 2100 Kcal (Urban)
                                                                                              79.8
80                                                                                                          75.8
                                                                         74.2
                                                   71.1                                70.1
                                                                 67.8
70   66.1          64.8   65.9
                                        63.9                                                         63.9
            60.5
                                 57.1                     58.1                  58.2
60


50

                                                                                                                   Rural
40                                                                                                                 Urban
                                                                                                                   All India
30


20


10


0
        1983               1987/88                   1993/94              1999/00              2004/05




                                               Policy Perceptions on Food Security                                             6
11th Five Year Plan on Food Security

Consequences - Nutritional outcome parameters
 like low birth weights of newborn
 babies, anthropometric measures




               Policy Perceptions on Food Security   7
Review

• Estimates of consumption patterns
  Averages at current prices conceal rather than
   reveal dynamics of change.
  Reflect changes in relative prices and not real
   changes in consumption patterns.
  Current price estimates exaggerate the extent of
   changes.



                  Policy Perceptions on Food Security   8
Review

Cereal share, of course, has declined though not
 to the extent as revealed by current price
 estimates.
Per capita cereal expenditure increased for the
 bottom three decile groups but not quantities –
 dynamics of agricultural development.
Calorie intake increased for the bottom decile
 groups decreased for the top ones: convergence
 at a lower level.


                Policy Perceptions on Food Security   9
Monthly Per-Capita Consumer Expenditure by the Poorest Decile Groups and
                                                           Total Population: All-India Rural
                       30


                       25
Rs at 1960-61 prices




                       20


                       15


                       10


                        5


                        0
                            1960-61




                                                                                                                        1983
                                       62-63




                                                                                                        78-79




                                                                                                                               84-85




                                                                                                                                                        90-91
                                               64-65

                                                       66-67

                                                               68-69

                                                                       70-71

                                                                                72-73

                                                                                        74-75

                                                                                                76-77



                                                                                                                80-81




                                                                                                                                        86-87

                                                                                                                                                88-89



                                                                                                                                                                93-94
                                                                                                Year
                               Poorest Decile Group (PDG)                      2nd PDG           3rd PDG            4th PDG            5th PDG          Total Rural


                                                                           Policy Perceptions on Food Security                                                          10
Per Capita Cereal Consumption: All India Rural
                     18

                         16

                         14

                         12

                         10
Kg per month




                              8

                              6

                              4

                              2

                                  0

                                        Poorest DG
                                                        2nd PDG
                                                                          3rd PDG
                                                                                           4th PDG
                                                                                                              5th PDG
                                                                                                                        Total Rural


                                                                                      Decile Group

               1954-55            1960-61   1977-78    1983   1993-94      1999-00   2004-05
                                                                                                                                      11
                                                                        Policy Perceptions on Food Security
Cereal Consumption Composition
                               of the Poorest Decile Group: All-India Rural

                   120

                   100

                    80
Share (per cent)




                    60

                    40

                     20

                         0
                             1954-55
                                       1960-61
                                                   1977-78
                                                                    1983
                                                                                1993-94

                                                        Year

                                        Rice      Wheat         Coarse cereals

                                          Policy Perceptions on Food Security             12
Cereal Consumption Composition of Total Population:
                                           All-India Rural


                   100
                    90
                    80
                    70
Share (per cent)




                    60
                    50
                    40
                     30
                     20
                     10
                      0
                          1954-55
                                     1960-61
                                                  1977-78
                                                                    1983
                                                                               1993-94
                                                      Year

                           Rice     Wheat      Coarse cereals


                                         Policy Perceptions on Food Security             13
Consequences

• Incidence of calorie deficiency increased by
  conventional norms but not so by convergence
  norms.




                  Policy Perceptions on Food Security   14
What is the evidence by
disaggregate population groups?
Per Capita Cereal Consumption by Decile Groups:All India Rural


                 25




                 20
kg s per month




                 15




                 10




                  5




                  0

                      1972/73                        1983                       1993/94                 1999/2000             2004/05


                                                                                Year




                                    Decile Group I   II         III      IV        V      VI      VII         VIII   IX   X




                                                            Policy Perceptions on Food Security                                         16
Per Capita Cereal Consumption by Decile Groups: All India Urban

                14




                12




                10
kgs per month




                8




                6




                4




                2




                0
                     1972/73                     1983                    1993/94                    1999/2000              2004/05

                                                                         Year




                               Decile Group I   II       III      IV        V       VI        VII          VIII   IX   X




                                                        Policy Perceptions on Food Security                                          17
Per Capita Calorie Intake by Decile Groups: All India Rural
                 4500




                 4000




                 3500




                 3000
kcals per diem




                 2500




                 2000




                 1500




                 1000




                  500




                    0
                        1972/73                            1983                        1993/94                 1999/00            2004/05

                                                                                       Year




                                  Decile Group I      II      III         IV       V             VI   VII   VIII         IX   X      Norm




                                                                    Policy Perceptions on Food Security                                     18
Per Capita Calorie Intake by Decile Group: All India Urban

                 4000




                 3500




                 3000
kcals per diem




                 2500




                 2000




                 1500




                 1000




                  500




                    0
                        1972/73                             1983                          1993/94                  1999/00            2004/05

                                                                                          Year




                                  Decile Group I   II              III      IV        V             VI    VII   VIII         IX   X     Norm




                                                                    Policy Perceptions on Food Security                                         19
Incidence of Malnutrition: States
                            Proportion (%) of Underweight Children: Major States

                 70

                 60                                                                       47.3

                 50                                                                51.8
Proportion (%)




                 40

                 30
                                                                                                 1992-93
                 20                                                                              1998-99
                                                                                                 2005-06
                 10

                  0




                                      Policy Perceptions on Food Security                             20
Growth Rate

A Story of Computations
Assess Growth performance pre- and post-reform
Source: Government of India (2003): Economic Survey
2002-2003, p. S – 4.
            Year            Annual Growth Rate (%)in Per Capita Net National Product (at
                                                 1993/94 prices)
           1985-86                                     2.1

           1986-87                                      1.8

           1987-88                                      1.2

           1988-89                                      8.3

           1989-90                                      4.6

           1990-91                                      3.3

           1991-92                                      -1.5

           1992-93                                      3.1

           1993-94                                      3.4

           1994-95                                      4.9

           1995-96                                      5.2

           1996-97                                      6.1

           1997-98                                      2.6
                                                                                    22
                       Growth Rate
Sectorwise GDP: Maharashtra (at 1999-2000 prices)
SECTORS         1999-2000   2000-2001   2001-2002 2002-2003* 2003-04*    2004-05*    2005-06 *   2006-07*    2007-08*    2008-09+

1.1
Agriculture      3455054     3287801    3480299    3580625    3976855     3715719     4047401     4515299     4985079     3929665

1.2 Forestry      171997      159797      162504     155770    151688      134022       133559     144553      143940      136430

1.3 Fishing        82425       78127       81497      78708      81104      71796        80472      79440       78720       69081

1.Agricultur
e & Allied
Activities       3709476     3525725     3724300    3815103    4209647     3921537     4261433     4739292     5207738     4135176

2.Mining &
Quarrying         155625      165329      173300     184801    202241      215049       222812     236126      256201      219964
  Primary
   Sector        3865101     3691054    3897600    3999904    4411888     4136586     4484245     4975418     5463939     4355140

3.1
Registered       3123876     2487223    2321190    2625334    3000532     3323943     3598169     3997157     4282590     4276802
3.2 Un
registered       1010431     1087980    1055441    1127456    1186591     1272930     1366229     1514549     1638527     1611735

3.Manufact
uring Total      4134307     3575203     3376631    3752790    4187123     4596872     4964398     5511706     5921116     5888538
4.Electricity
,gas and and
water
supply            382856      447933      357175     430124    445522      523478       561244     543319      629107      645785
5.Constructi
on               1291990     1134730    1262882    1262050    1374345     1398070     1486430     2083731     2599522     3328045

 Secondary
   Sector        5809152     5157866    4996688    5444965    6006990     6518421     7012072     8138755     9149745     9862367

                                                          Growth Rate                                                               23
Annual Growth rates

                    2000- 2001- 2002- 2003- 2004- 2005-06 2006- 2007- 2008-
                    2001     2002     2003* 04*     05*     *      07*     08*    09+    CAGR
1.1 Agriculture       (4.84)     5.85     2.88 11.07 (6.57)   8.93 11.56 10.40 (21.17)      1.44
1.2 Forestry          (7.09)     1.69 (4.14) (2.62) (11.65) (0.35)     8.23 (0.42) (5.22) (2.54)
1.3 Fishing           (5.21)     4.31 (3.42)    3.04 (11.48) 12.09 (1.28) (0.91) (12.24) (1.94)
1.Agriculture &
Allied Activities     (4.95)    5.63     2.44    10.34   (6.84)   8.67   11.21     9.88 (20.60)     1.21
2.Mining &
Quarrying              6.24     4.82     6.64     9.44    6.33    3.61    5.98     8.50 (14.14)     3.92

  Primary Sector      (4.50)     5.60    2.62    10.30   (6.24)   8.40   10.95     9.82 (20.29)     1.34
3.1 Registered       (20.38)   (6.68)   13.10    14.29   10.78    8.25   11.09     7.14 (0.14)      3.55
3.2 Un registered       7.67   (2.99)    6.82     5.24     7.28   7.33   10.86     8.19 (1.64)      5.33
3.Manufacturing
Total                (13.52)   (5.55)   11.14    11.57    9.79    8.00   11.02     7.43   (0.55)    4.01
4.Electricity,gas
and and water
supply                 17.00 (20.26)    20.42     3.58   17.50    7.21   (3.19)   15.79    2.65     5.98
5.Construction       (12.17) 11.29      (0.07)    8.90    1.73    6.32   40.18    24.75   28.03    11.09


Secondary Sector     (11.21)   (3.12)    8.97    10.32    8.51    7.57   16.07    12.42    7.79     6.06
Industry
 Sector              (10.76)   (2.88)    8.89    10.29    8.44    7.45   15.76    12.31    7.19     6.01


                                                  Growth Rate                                              24
Regression based Trend growth rates
SECTORS                           Trend growth
1.1 Agriculture                                   3.50
1.2 Forestry                                     -2.39
1.3 Fishing                                      -1.04
1.Agriculture & Allied
Activities                                        3.19
2.Mining & Quarrying                              5.19
        Primary Sector                            3.28
3.1 Registered                                    6.50
3.2 Un registered                                 5.94
3.Manufacturing Total                             6.31
4.Electricity,gas and water
supply                                            6.34
5.Construction                                   11.07
      Secondary Sector                            7.58
       Industry Sector                            7.51

                              Growth Rate                25

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Topic 9 fsp descriptive statistics

  • 2. Policy Perceptions on Food Security: Abuse of Averages Source: Suryanarayana (2011) in India Development Report 2011
  • 3. 11th Five Year Plan on Food Security • Sustained solution to morbidity • All the more so, Stagnant incomes of the poor Perverse changes in consumption patterns – decline in cereal share Trend reduction in average cereal consumption Policy Perceptions on Food Security 3
  • 4. 11th Five Year Plan on Food Security Trend reduction in calorie intake – 8% in rural India - 3% in urban India between 1983 and 2004- 05 Average calorie intake fall increasingly short of official poverty line norms: 2400 kcals rural India 2100 kcals urban India Policy Perceptions on Food Security 4
  • 5. Incidence of Poverty (million): 1983-2004 300.00 251.96 250.00 244.03 220.92 200.00 150.00 100.00 70.94 76.34 80.80 50.00 1983 1993 2004 Rural Urban Policy Perceptions on Food Security 5
  • 6. Incidence of Calorie Deficiency (%) Norms: 2400 Kcal (Rural); 2100 Kcal (Urban) 79.8 80 75.8 74.2 71.1 70.1 67.8 70 66.1 64.8 65.9 63.9 63.9 60.5 57.1 58.1 58.2 60 50 Rural 40 Urban All India 30 20 10 0 1983 1987/88 1993/94 1999/00 2004/05 Policy Perceptions on Food Security 6
  • 7. 11th Five Year Plan on Food Security Consequences - Nutritional outcome parameters like low birth weights of newborn babies, anthropometric measures Policy Perceptions on Food Security 7
  • 8. Review • Estimates of consumption patterns Averages at current prices conceal rather than reveal dynamics of change. Reflect changes in relative prices and not real changes in consumption patterns. Current price estimates exaggerate the extent of changes. Policy Perceptions on Food Security 8
  • 9. Review Cereal share, of course, has declined though not to the extent as revealed by current price estimates. Per capita cereal expenditure increased for the bottom three decile groups but not quantities – dynamics of agricultural development. Calorie intake increased for the bottom decile groups decreased for the top ones: convergence at a lower level. Policy Perceptions on Food Security 9
  • 10. Monthly Per-Capita Consumer Expenditure by the Poorest Decile Groups and Total Population: All-India Rural 30 25 Rs at 1960-61 prices 20 15 10 5 0 1960-61 1983 62-63 78-79 84-85 90-91 64-65 66-67 68-69 70-71 72-73 74-75 76-77 80-81 86-87 88-89 93-94 Year Poorest Decile Group (PDG) 2nd PDG 3rd PDG 4th PDG 5th PDG Total Rural Policy Perceptions on Food Security 10
  • 11. Per Capita Cereal Consumption: All India Rural 18 16 14 12 10 Kg per month 8 6 4 2 0 Poorest DG 2nd PDG 3rd PDG 4th PDG 5th PDG Total Rural Decile Group 1954-55 1960-61 1977-78 1983 1993-94 1999-00 2004-05 11 Policy Perceptions on Food Security
  • 12. Cereal Consumption Composition of the Poorest Decile Group: All-India Rural 120 100 80 Share (per cent) 60 40 20 0 1954-55 1960-61 1977-78 1983 1993-94 Year Rice Wheat Coarse cereals Policy Perceptions on Food Security 12
  • 13. Cereal Consumption Composition of Total Population: All-India Rural 100 90 80 70 Share (per cent) 60 50 40 30 20 10 0 1954-55 1960-61 1977-78 1983 1993-94 Year Rice Wheat Coarse cereals Policy Perceptions on Food Security 13
  • 14. Consequences • Incidence of calorie deficiency increased by conventional norms but not so by convergence norms. Policy Perceptions on Food Security 14
  • 15. What is the evidence by disaggregate population groups?
  • 16. Per Capita Cereal Consumption by Decile Groups:All India Rural 25 20 kg s per month 15 10 5 0 1972/73 1983 1993/94 1999/2000 2004/05 Year Decile Group I II III IV V VI VII VIII IX X Policy Perceptions on Food Security 16
  • 17. Per Capita Cereal Consumption by Decile Groups: All India Urban 14 12 10 kgs per month 8 6 4 2 0 1972/73 1983 1993/94 1999/2000 2004/05 Year Decile Group I II III IV V VI VII VIII IX X Policy Perceptions on Food Security 17
  • 18. Per Capita Calorie Intake by Decile Groups: All India Rural 4500 4000 3500 3000 kcals per diem 2500 2000 1500 1000 500 0 1972/73 1983 1993/94 1999/00 2004/05 Year Decile Group I II III IV V VI VII VIII IX X Norm Policy Perceptions on Food Security 18
  • 19. Per Capita Calorie Intake by Decile Group: All India Urban 4000 3500 3000 kcals per diem 2500 2000 1500 1000 500 0 1972/73 1983 1993/94 1999/00 2004/05 Year Decile Group I II III IV V VI VII VIII IX X Norm Policy Perceptions on Food Security 19
  • 20. Incidence of Malnutrition: States Proportion (%) of Underweight Children: Major States 70 60 47.3 50 51.8 Proportion (%) 40 30 1992-93 20 1998-99 2005-06 10 0 Policy Perceptions on Food Security 20
  • 21. Growth Rate A Story of Computations
  • 22. Assess Growth performance pre- and post-reform Source: Government of India (2003): Economic Survey 2002-2003, p. S – 4. Year Annual Growth Rate (%)in Per Capita Net National Product (at 1993/94 prices) 1985-86 2.1 1986-87 1.8 1987-88 1.2 1988-89 8.3 1989-90 4.6 1990-91 3.3 1991-92 -1.5 1992-93 3.1 1993-94 3.4 1994-95 4.9 1995-96 5.2 1996-97 6.1 1997-98 2.6 22 Growth Rate
  • 23. Sectorwise GDP: Maharashtra (at 1999-2000 prices) SECTORS 1999-2000 2000-2001 2001-2002 2002-2003* 2003-04* 2004-05* 2005-06 * 2006-07* 2007-08* 2008-09+ 1.1 Agriculture 3455054 3287801 3480299 3580625 3976855 3715719 4047401 4515299 4985079 3929665 1.2 Forestry 171997 159797 162504 155770 151688 134022 133559 144553 143940 136430 1.3 Fishing 82425 78127 81497 78708 81104 71796 80472 79440 78720 69081 1.Agricultur e & Allied Activities 3709476 3525725 3724300 3815103 4209647 3921537 4261433 4739292 5207738 4135176 2.Mining & Quarrying 155625 165329 173300 184801 202241 215049 222812 236126 256201 219964 Primary Sector 3865101 3691054 3897600 3999904 4411888 4136586 4484245 4975418 5463939 4355140 3.1 Registered 3123876 2487223 2321190 2625334 3000532 3323943 3598169 3997157 4282590 4276802 3.2 Un registered 1010431 1087980 1055441 1127456 1186591 1272930 1366229 1514549 1638527 1611735 3.Manufact uring Total 4134307 3575203 3376631 3752790 4187123 4596872 4964398 5511706 5921116 5888538 4.Electricity ,gas and and water supply 382856 447933 357175 430124 445522 523478 561244 543319 629107 645785 5.Constructi on 1291990 1134730 1262882 1262050 1374345 1398070 1486430 2083731 2599522 3328045 Secondary Sector 5809152 5157866 4996688 5444965 6006990 6518421 7012072 8138755 9149745 9862367 Growth Rate 23
  • 24. Annual Growth rates 2000- 2001- 2002- 2003- 2004- 2005-06 2006- 2007- 2008- 2001 2002 2003* 04* 05* * 07* 08* 09+ CAGR 1.1 Agriculture (4.84) 5.85 2.88 11.07 (6.57) 8.93 11.56 10.40 (21.17) 1.44 1.2 Forestry (7.09) 1.69 (4.14) (2.62) (11.65) (0.35) 8.23 (0.42) (5.22) (2.54) 1.3 Fishing (5.21) 4.31 (3.42) 3.04 (11.48) 12.09 (1.28) (0.91) (12.24) (1.94) 1.Agriculture & Allied Activities (4.95) 5.63 2.44 10.34 (6.84) 8.67 11.21 9.88 (20.60) 1.21 2.Mining & Quarrying 6.24 4.82 6.64 9.44 6.33 3.61 5.98 8.50 (14.14) 3.92 Primary Sector (4.50) 5.60 2.62 10.30 (6.24) 8.40 10.95 9.82 (20.29) 1.34 3.1 Registered (20.38) (6.68) 13.10 14.29 10.78 8.25 11.09 7.14 (0.14) 3.55 3.2 Un registered 7.67 (2.99) 6.82 5.24 7.28 7.33 10.86 8.19 (1.64) 5.33 3.Manufacturing Total (13.52) (5.55) 11.14 11.57 9.79 8.00 11.02 7.43 (0.55) 4.01 4.Electricity,gas and and water supply 17.00 (20.26) 20.42 3.58 17.50 7.21 (3.19) 15.79 2.65 5.98 5.Construction (12.17) 11.29 (0.07) 8.90 1.73 6.32 40.18 24.75 28.03 11.09 Secondary Sector (11.21) (3.12) 8.97 10.32 8.51 7.57 16.07 12.42 7.79 6.06 Industry Sector (10.76) (2.88) 8.89 10.29 8.44 7.45 15.76 12.31 7.19 6.01 Growth Rate 24
  • 25. Regression based Trend growth rates SECTORS Trend growth 1.1 Agriculture 3.50 1.2 Forestry -2.39 1.3 Fishing -1.04 1.Agriculture & Allied Activities 3.19 2.Mining & Quarrying 5.19 Primary Sector 3.28 3.1 Registered 6.50 3.2 Un registered 5.94 3.Manufacturing Total 6.31 4.Electricity,gas and water supply 6.34 5.Construction 11.07 Secondary Sector 7.58 Industry Sector 7.51 Growth Rate 25