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ANNEXES

Annex : I Specimen Working for Calculating Monthly Seasonal Index

Step 1 : Collection of basic data on monthly fertilizer demand (thousand tons)
YearJANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDECTOTAL
1655535354055758580807570750
2554535303550708575706560675
36857423048629111395887878850
479714943557310712511010492921000
Step 2 : Calculation of monthly averages
MonthJANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDECTOTAL
Average6757403444608610290857875818

Step 3 : Average of monthly averages :

Total of monthly averages/12 i.e., 818/12 = 68

Step 4 : Monthly seasonal index = Monthly average/Average of monthly averages

Step 5 : Seasonal index for January :

Average for January = 67

Average of monthly averages = 68 as calculated in step 3.

Seasonal index for January = 67/68 = 0.98

Step 6 : Calculation of seasonal indices for other months as above

Step 7 :
MonthJANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDECTOTAL
Index0.980.840.590.500.640.881.261.501.321.251.141.1012.00

Annex : II Survey of Buyers' Intention - Specimen Interview Form

1. Name and address of retailer
2. Type of locationRuralSemi urbanUrban
(tick appropriate box)   
3. Purchases - Last year
 Fert 1Fert 2Fert 3Total
Total (ton)    
Co.'s share (%)    
4. Anticipated purchases - Ensuing year
 Fert 1Fert 2Fert 3Total
Total (ton)    
Co.'s share (%)    
5. Reason for increase/decrease
(a)(b)(c)(d)(e)(f)
      
Key : (a) - availability      (b) - credit               (c) - crop pattern
        (d) - fertilizer price   (e) - produce price (f) - others (specify)
Note : Rank these reasons in order of importance assigning 1 to the most important.
6. Remarks

Annex : III Composite of Sales Force Opinion - Forecast Format

Territory :Year /Season :
Sales Officer :
1.Sales outletsNo.2. Gross Cropped Area (latest) for major crops in '000 ha and irrigated area %
(a)No of Co.'s sales outlets last yr/season Major CropCropped areaIrrigated area (%)
(b)Out of (a), sales for ensuing yr/season 
 (i)likely to be nil Crop 1  
 (ii)likely to decline
 (iii)likely to be sameCrop 2  
 (iv)likely to increase
Total as (a) Crop 3  
(c)No of new outlets to be activated for ensuing yr/season 
3. Sales forecast (t)
GradeJanFebMarAprMayJunJulAugSepOctNovDecTotal
Fert 1             
Fert 2             
Fert 3             
Grade4. Previous year sales5. % of increase/decrease of sales forecast over 56. Past 3 years average sales (t)7. % increase/decrease of sales forecast over 7
Fert 1             
Fert 2             
Fert 3             
8. Reasons for increase/decrease
Grade(a)(b)(c)(d)(e)(f)(g)(h)(i)
Fert 1         
Fert 2         
Fert 3         
Key : (a) Availability (b) Credit (c) Crop pattern (d) Competition (e) Terms (f) Organisation (g) Fertilizer price (h) Produce price (i) others (specify)
Note: Rank these reasons in order of importance, assigning 1 to the most important.
10. Market Share (%)Reasons for drop if any using key under 8
GradeLast 3 yearsProposed for forecast year
Year 1Year 2Year 3Average
Fert 1      
Fert 2      
Fert 3      
11. Area Manager's moderationSales Officer's signature
GradeQuantityReasons
Fert 1    Area Manager's signature
Fert 2    
Fert 3    

Note : Further explanations, if any, may be furnished in a separate sheet.

Annex IV Forecasting Methodologies - Screening Grid

 ABCDEFGHIJKLM
1             
2             
3             
4             
5             
6             
7             
8             
9             
10             
11             
12             
 Key: 
1. Output approach A. Assess Potential
2. Input approach B. Estimate Demand
3. Trend extension method C. Estimate Sales
4. Growth rate method D. Data available
5. Causal models E. Limited data
6. Product life cycle method F. Expert help available
7. Lead indicators method G. Prefer non-statistical method
8. Survey of buyers' intention H. Fertilizer usage well developed
9. Composite of sales force opinion I. Fertilizer in early stage
10. Market share method J. Cost high
11. Use of expert judgement K. Cost moderate
12. Use of sample surveys L. Long term
  M. Short and medium terms

Note:

Select the alphabets representing the requirements the methodology should meet. The shaded squares help to identify the methodologies that meet the selected requirements.

Annex V Uniform Base Data assumed for an imaginary situation for applying different methodologies in Annex VI to XII

1.Population:89 m
2.Food Production:12.5 m.t
3.Percapita nutritional standard:140 kg/year
4.Gross Cropped Area
 All Crops:24.7 m.ha
 Major Crops:17.3 m.ha (70%)
 Food Crops:21.0 m.ha (85%)
5.NPK Consumption
 All Crops:1.49 m.t
 Food Crops:1.04 m.t
 Per ha consumption:60 kg
 NPK Ratio:3:2:1
6.Yield Response Ratio:1/12
 (Fertilizers/Food)  
Abbreviations :m = milliont = tonha = hactare
yr = yearkg = kilogram

Annex : VI Flow Chart and Specimen Working - Output Approach to Assess Fertilizer Potential

Summary

For 100 m population in Year 5, fertilizer requirement will be

  1. 1.61 m.t at current per capita nutritional standard of 140 kg per year

  2. 1.89 m.t at intermediary per capita nutritional standard of 170 kg per year

  3. 2.16 m.t at ideal per capita nutritional standard of 200 kg per year

Notes :

  1. Population is taken for a year, say, Year 5. The demand forecast, say for a five-year period can be done for each year by the above procedure. Intermediary values alone change from year to year.

  2. Expert Judgement can be used to assess the value of following factors (see Annex XIV for suggested procedure) :
    Population Growth: Experts from Census Department Nutrition Standard: from Nutrition Specialists Effect of Other Inputs: Experts from Extension Department Yield Response Ratio: Scientists from Research Stations

Annex : VII Flow Chart and Specimen Working - Input Approach to Assess Fertilizer Potential

Summary

For a gross cropped area of 10.00 m. ha in target year, fertilizer requirement wii be

  1. 0.72 m. t at the current level of fertilizer application

  2. 1.00 m. t. at the intermediary level of fertilizer application

  3. 1.27 m. t at the ideal (recommended) level of fertilizer application

Notes :

  1. Area x Dosage repeated for each crop and totalled. Same procedure is repeated for 3 different dosage levels, i.e., current, intermediary and ideal.

  2. Expert Judgement can be used to assess the value of the following factors.

    Increase in area : Experts from Agriculture Department
    Fertilizer dosage : Scientists from Research Station

Annex : VIII Flow Chart - Time Series Analysis and Trend Extension for Demand Forecasting

Notes :

(a)Demand data compilationYear (Y)12345678910
  Demand (D)D1D2D3D4D5D6D7D8D9D10
(b)Equations of trend curves: Linear : D(Y) = A + B × Ywhere D(Y) is demand for the year Y i.e., the Target year and A, B and C are constant numbers evaluated by statistical technique
Quadratic: D(Y) = A + B × Y + C × Y2
Exponential : D(Y) = A × BY

(c) Expert Judgement is used to improve the results by allowing for factors not reflected in the trend.

(d) Forms of trend curves overleaf.

Forms of Trend Curves

D(y) = A + B × YD(y) = A + B × Y+C×Y2
D(y) = A×BY

Annex : IX Flow Chart and Specimen Working - Growth Rate Method for Demand Forecasting

Notes :

  1. Expert Judgement can be used to assess the value of favourable/unfavourable factors (boxes 3A and 3 B)

  2. Specimen working is done for 2 provinces and the same procedure can be applied to as many provinces as are in the country.

Annex : X Flow Chart and Specimen Working Survey of Buyers' Intentions for Sales Forecasting

Annex : XI Flow Chart and Specimen Working Composite of Sales Force Opinion

Note :

Specimen working is done for a province assuming that 2 area offices are located in it The procedure can be applied to several provinces and aggregated.

Annex : XII Flow Chart and Specimen Working - Market Share Method for Sales Forecasting

Notes :

Specimen working is done for 2 provinces and the procedure can be repeated for several provinces and aggregated.

Annex : XIII Flow Chart - Parallel Assessment of Demand to Improve Accuracy

Note :

The flow chart is presented for 2 provinces and the same procedure can be applied to several provinces and aggregated.

Annex : XIV Expert Judgement - Procedure

Note :

This procedure is used for assessing values of expected population growth, nutritional standard improvement, increases in area, yield response ratio, fertilizer dosage etc., as support to/ refinement of other basic forecasting methods.

Annex: XV Grade Conversion

Summary
(m. t.)
GradeQtyNPK
Urea1.300.60  
DAP1.150.210.53 
MOP0.45  0.27
Total0.810.530.27

Annex XVI How the Demand Estimate is used for Preparing a Country's Supply Plan

 Fertilizer types (t)
DAPUREA
1.Estimated demand for the year--
2.Opening inventory with domestic producers--
3.Opening inventory with primary distributors--
4.Opening inventory at ports--
5.Total opening inventory (2+3+4)--
6.Net requirement (1-5)--
7.Pipeline stock needed (assumed as 10% of anticipated demand, i.e. of item 1)--
8.Desired reserve stock position (assumed as 10% of anticipated demand, i.e. of item 1)--
9.Supply plan quantity (6+7+8)--
10.Domestic production that will be available for current year's consumption--
11.Quantity to be imported (9-10)--

Annex XVII A Typical Time Schedule for Forecasting and Procurement

 No. of days
(i)minimum required for short-term forecast and assessment of quantity to be procured60
(ii)negotiation and finalisation of assistance - 60 days out of which 30 days can be concurrent with (i)30
(iii)preparation of bid documents2
(iv)advertising and notice period for bids to be submitted30
(v)opening and closing tender1
(vi)tabulation1
(vii)Donor approval10
(viii)award notification1
(ix)signing of contracts4
(x)L.C. opening and Donor's advice to correspondent bank15
(xi)vessel nomination approval and sailing21
(xii)sailing time for arrival of first vessel28
(xiii)first vessel to arrive one month ahead of season (not year) beginning30
 Total233

Annex XVIII Basic Statistics Needed for Forecasting

 Type of DataLikely source
1Fertilizer types and quantities imported each yearMinistry of Agriculture or Ministry of Supply
2Domestic production-by fertilizer types and quantities each yearMinistry of Industry
3CIF prices of imports and sourcesMinistry of Agriculture or Ministry of Supply
4Farmgate prices of different fertilizer typesMinistry of Agriculture
5Fertilizer opening stock with manufacturers, primary distributors and at ports each yearMinistry of Agriculture
6Quantity of fertilizer consumed each year by fertilizer type and in terms of nutrientMinistry of Agriculture
7Total arable landMinistry of Agriculture
8Area under main crops (periodical census and/or sample survey)Ministry of Agriculture
9Production of foodgrains and other crops each yearMinistry of Agriculture
10Area under irrigationMinistry of Irrigation
11Details of irrigation projects under constructionMinistry of Irrigation
12Rainfall data by month, province and yearDepartment of Meteorology
13Area under high yielding varieties (sample survey)Ministry of Agriculture
14Recommended nutrient dosage for each main crop for each zoneDepartment of Extension or Agricultural Research Institute or the Agricultural University
15Actual fertilizer applied to each main crop (sample survey)Ministry of Extension
16Crop credit disbursements each yearCentral Bank or Agricultural Development Bank
17Number of fertilizer outlets by district - private, public and co-operativeMinistry of Agriculture or Ministry of Trade
18Procurement or floor prices for main cropsMinistry of Agriculture of the Civil Supplies Department
19Market prices of main crops each yearMinistry of Agriculture or the Civil Supplies Department
20Price subsidy for inputsMinistry of Agriculture or Ministry of Finance
21Results of fertilizer response trials on different cropsDepartment of Extension or Agricultural Research Institute or the Agricultural University
22Present population and growth rateDepartment of Census
23Present percapita nutritional requirementsDepartment of Planning or Department of Nutrition and Health.
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