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MEDPRO – Data Template First Draft 25/5/2010 – prepared by E3MLab
Part A: GEM-E3 Core model data requirements
1. Social Accounting Matrices (SAM) – see Annex for sectoral breakdown (base year 2004 or
2005)

Input output tables:
o available from GTAP v7.1 for Greece, Spain, Italy, France, Egypt,
Morocco, Tunisia, Turkey,
o not available: Algeria, Libya, Israel, Syria, Lebanon, Palestine
 Bilateral trade (origin vs. destination by product and services): not available for
Algeria, Libya, Israel, Syria, Lebanon and Palestine
 Institutional transactions (i.e. property income, social benefits, remuneration of
primary factors etc.): not available at required level of detail
 Taxes on products, subsidies, VAT, income tax, social security contribution rate
 Additional Matrices
o Consumption matrix: households’ consumption by category against
consumption by product (as the column of the SAM)
o Durable goods: cars, houses, appliances; stock – flow for two years
o Investment matrix: investment by origin (goods as a column in the SAM)
against investment by destination (sector of activity)
o Physical capital: stock – flow for two years per sector of activity
2. Labour Market
 Active population and unemployment: available from ILO.
 Skilled Labor, Wages and Remittances: available from GTAP "A Global Bilateral
Migration Data Base"
Part B: Other data requirements
3. World Development Indicators (time series 2000-latest)
 People
o Life expectancy at birth, total (years)
o Fertility rate, total (births per woman)
 Environment
o Forest area (sq. km) (thousands)
o Agricultural land : GTAP follows the FAO fashion of agro-ecological
zoning to identify lands located in 18 agro-ecological zones AEZs in three
climatic zones (boreal, temperate, and tropical).
o Renewable internal freshwater resources per capita (cubic meters)
o Improved water source (% of population with access)
o Improved sanitation facilities, urban (% of urban population with access)
o GHGs Emissions


o Acid rain Emissions
o Urban area Emissions
o Municipal Waste management indicators
o
States and markets
o Time required to start a business (days)
o Market capitalization of listed companies (% of GDP)
o Military expenditure (% of GDP)
o Mobile cellular subscriptions (per 100 people)
o Internet users (per 100 people)
o Roads, paved (% of total roads)
o High-technology exports (% of manufactured exports)
Global links
o External debt stocks, total (DOD, current US$) (millions)
o Total debt service (% of exports of goods, services and income)
o Net migration (thousands)
o Foreign direct investment, net inflows (BoP, current US$) (millions)
o Official development assistance and official aid (current US$) (millions)
4. Infrastructure (time series 2000-2007)

Energy
o
o
o
o
o
o

Households with an electricity connection and/or with gas connection
Households using non commercial forms of energy
Detailed energy balances (available through IEA, except Palestine)
Energy infrastructure (HV grid, Gas pipelines, gas storage, gas
liquefaction, gas LNG, refinery, installed power generation capacity per
type) – some of the data are already available – base year 2005
Energy prices and tariffs
Oil and Gas reserves (data available)
Water supply and sanitation
o Access to Improved Water Services - (i.e household connection, public
standpipe etc.)
o Access to Improved Sanitation Services (i.e. connection to a public
sewer, connection to septic system etc.)
o Spending on Water Services - Average share of total household
expenditure spent of water services
o Average Volume of Water Used
o Average sanitation tariff - The average sanitation tariff from main utility
in the specified city
o Type of Sewerage Treatment - Type of treatment process for
wastewater in the specified city
o Type of Water Supply Treatment - Type of treatment process for water
supply in the specified city

Telecommunications
o Cellular Subscribers per 100 inhabitants
o Main Lines per 100 inhabitants
o Total telephone subscribers per 100 inhabitants
o Internet users per 100 inhabitants
o Telephone faults per 100 main lines

Road transport
o Total road network - Kilometer length of the road network.
o Total daily traffic
o Number of Fatalities

Rail transport
o Total Network
o Passenger travel
o Freight coverage
o Railway Diesel Fuel Consumption
o Railway Electrical Energy Consumption

Finance
o Total Expenditure on Infrastructure
o National Government Expenditure on Infrastructure
o Private Investment in Infrastructure
o Foreign Direct Investment
o Large project investment
Agriculture
o Yield and productivity by type
o Arid land and irrigated agriculture land

ANNEX- I
Sectoral detail (GTAP):
1 Paddy rice
31 Paper products, publishing
2 Wheat
32 Petroleum, coal products
3 Cereal grains nec
33 Chemical, rubber, plastic products
4 Vegetables, fruit, nuts
34 Mineral products nec
5 Oil seeds
35 Ferrous metals
6 Sugar cane, sugar beet
36 Metals nec
7 Plant-based fibers
37 Metal products
8 Crops nec
38 Motor vehicles and parts
9 Bovine cattle, sheep and goats, horses 39 Transport equipment nec
10 Animal products nec
40 Electronic equipment
11 Raw milk
41 Machinery and equipment nec
12 Wool, silk-worm cocoons
42 Manufactures nec
13 Forestry
43 Electricity
14 Fishing
44 Gas manufacture, distribution
15 Coal
45 Water
16 Oil
46 Construction
17 Gas
47 Trade
18 Minerals nec
48 Transport nec
19 Bovine meat products
49 Water transport
20 Meat products nec
50 Air transport
21 Vegetable oils and fats
51 Communication
22 Dairy products
52 Financial services nec
23 Processed rice
53 Insurance
24 Sugar
54 Business services nec
25 Food products nec
55 Recreational and other services
26 Beverages and tobacco products
56
27 Textiles
57 Dwellings
28 Wearing apparel
29 Leather products
30 Wood products
Public Administration, Defense,
Education, Health
Typical GEM-E3 SAM.
Intermediate
demand (at producer
prices)
Value Added
Taxes
Imports
Total Supply
Household
Consumption
by product
Government
Investment Change in
Consumption
by product
stocks
by product
Exports
Institutional transfers:
- Payments of primary factors to agents according owenership
- Current taxes on income, wealth, etc.
- Property income
- Social contributions
- Capital transfers
- Income transfers from/to abroad
- Other current transfers
Total
Demand
Social Accounting Matrix
Total
01…………… …….……...n intermediate
demand
01
n
Total intermediate inputs
Operating surplus
Compensation of employees
PIO*IOV
Labour
[8]
[9] PHC*HCV
Firms
Investments
[11] PINV *
INVP
[10] PGC *GCV
Change in
Stocks
Exports
PL*LAV
FFASE
[2]
[3]=[1]+[2]
FSEFA: income from
labour supply
Households
Firms
FSEFA: dividends
FSESE
[17] FSESE: (social
benefits, pension)
FSESE
FSESE
FSEFA: income from
operating suprlus
FSESE
FSESE
FSESE
FSESE
TX_VAT*(vat_base)
TX_SUB*(sub_base)
FGRS
[18] FGRS:
(income from
direct
taxation)
FGRS
FGRS
Direct taxes
TX_IT*(it_base)
TX_DUT*(dut_base)
TX_ENV*(env_base)
[4]
[5]=[4]+[3]
[6] PWΧ*IMP
[7]=[5]+[6]
[7] = [15]
FSEFA
FGRF
FGRS
FSEFA
FSESE
SAVE
FGRS
FGRS
FGRS
FGRS
FSESE
SAVE
FSESE
SAVE
Total final
demand
Total Demand
[14]=[9]+[10]+
[12] PST*STV [13] PWX* EXPO
[15]=[14]+[8]
[11]+[12]+[13]
FFASE
Total Value Added
Total supply at basic prices
Demand = Supply
Household
consumption Public consumption
incl. NPISHs)
PK*K
TXFSS*LAV
Social security contributions
Indirect taxes
Duties
Environmental taxes
Government - Firms
Government - Rest of the World
Total taxes
Total supply at producer prices
Imports
Savings
Total supply
Total
[1]
Social security contribution
VAT
Subsidies
Capital
FGRS
FGRS
SAVE
Final consumption of agents (FCse, 𝑠𝑒 ∈ (𝐻, 𝐹, 𝐺, 𝑊)):
FC
𝑃𝐻𝐶 ∗ 𝐻𝐶𝑉
0
𝑃𝐺𝐶 ∙ 𝐺𝐶𝑉
𝑃𝑊𝑋 ∙ 𝐸𝑋𝑃𝑂𝑇
H
F
G
W
Primary factors payments according ownership (FSEFAse,fa,𝑠𝑒 ∈ (𝐻, 𝐹, 𝐺, 𝑊), 𝑓𝑎 ∈
(𝐾, 𝐿)):
L
H
𝑉𝐴𝑙 −
∑
K
𝐹𝑆𝐸𝐹𝐴𝑠𝑒,𝑓𝑎
𝑡𝑥_𝐻𝑘 ∙ 𝑉𝐴𝑘
𝑠𝑒∋(𝐹,𝐺,𝑊)
F
𝑉𝐴𝑘 −
∑
𝐹𝑆𝐸𝐹𝐴
𝑠𝑒∋(𝐻,𝐺,𝑊)
G
W
𝑡𝑥_𝐺𝑘 ∙ 𝑉𝐴𝑘
𝑇𝑅𝐹𝐴𝑊𝑉 ∙ 𝑃𝐶𝐼
𝑇𝑅𝐹𝐴𝑊𝑉 ∙ 𝑃𝐶𝐼
Fiscal revenues/expenditures (FGRBgvb 𝑔𝑣𝑏 ∈ (𝐼𝑇, 𝑆𝑈𝐵, 𝐷𝑈𝑇, 𝑉𝐴𝑇, 𝐸𝑁𝑉)):
G
IT
𝑡𝑥_𝑖𝑡𝑖 ∙ (∑(𝑃𝑌𝑖 ∙ 𝐼𝑂𝑉𝑖,𝑗 ) + 𝑃𝑌𝑖 ∙ 𝐻𝐶𝑉𝑖 + 𝑃𝑌𝑖 ∙ 𝐺𝐶𝑉𝑖 + ∑(𝑃𝑌𝑖 ∙ 𝐼𝑁𝑉𝑃𝑉𝑖,𝑗 ) + 𝑃𝑌𝑖 ∙ 𝑆𝑇𝑉𝑖 )
𝑗
𝑗
SUB
DUT
VAT
𝑇𝑋𝑆𝑈𝐵 ∙ 𝑃𝐷 ∙ 𝑋𝐷
𝑇𝑋𝐷𝑈𝑇𝑂 ∙ 𝑃𝑊𝑋𝑂 ∙ 𝐼𝑀𝑃𝑂
𝑇𝑋𝑉𝐴𝑇 ∙ (𝑃𝐼𝑂 ∙ (𝐺𝐶𝑉 + 𝐻𝐶𝑉))
Indirect and direct taxes (FGRSgrs,se ,𝑔𝑟𝑠 ∈ (𝐼𝑇, 𝐷𝑇, 𝑆𝑈𝐵, 𝑆𝑆, 𝐹𝑂, 𝐺𝐹, 𝑉𝐴𝑇, 𝐸𝑁𝑉)):
DT
IT
𝑑𝑡ℎ ∙ (∑ 𝐹𝑆𝐸𝐹𝐴𝑓,𝑓𝑎 + ∑ 𝐹𝑆𝐸𝑆𝐸𝑓,𝑠𝑒 − 𝐹𝐶 𝑓
H
𝑓𝑎
𝑠𝑒
− 𝐹𝑆𝐸𝑆𝐸𝑤,𝑓 )
𝑑𝑡𝑓 ∙ (∑ 𝐹𝑆𝐸𝐹𝐴𝑓,𝑓𝑎 + ∑ 𝐹𝑆𝐸𝑆𝐸𝑓,𝑠𝑒 − 𝐹𝐶 𝑓
F
𝑓𝑎
𝑠𝑒
− 𝐹𝑆𝐸𝑆𝐸𝑤,𝑓 )
𝑇𝑋𝐻𝑆𝑆 ∙ 𝑉𝐴𝐿 ∙ (1 − 𝑇𝑋𝐹𝑆𝑆) + 𝑇𝑋𝐹𝑆𝑆
∙ 𝑉𝐴𝐿
Institutional transfers (FSESEse,se ,𝑠𝑒 ∈ (𝐻, 𝐹, 𝐺, 𝑊)):
H
F
G
W
H
𝑑𝑖𝑣_𝑟𝑡 ∙ (∑ 𝐹𝑆𝐸𝐹𝐴"𝑓",𝑓𝑎 + ∑ 𝐹𝑆𝐸𝑆𝐸𝑓,𝑠𝑒 − 𝐹𝐶 𝑓
-
𝑓𝑎
𝑠𝑒
𝑠𝑜𝑐_𝑏𝑒𝑛 ∙ 𝑝𝑜𝑝
∙ 𝑃𝐶𝐼
− 𝐹𝑆𝐸𝑆𝐸𝑤,𝑓 )
F
G
W
H
F
G
W
𝑡𝑥𝑓ℎ𝑠𝑠 ∙ 𝑉𝐴𝐿 ∙ (1
− 𝑡𝑥𝑓𝑠𝑠)
𝐹𝐺𝑅𝑆
𝑡𝑟𝐻𝑤𝑣 ∙ 𝑃𝐶𝐼
𝐹𝐺𝑅𝑆
𝑡𝑟𝐹𝑤𝑣 ∙ 𝑃𝐶𝐼
𝑡𝑟𝐺𝑤𝑣 ∙ 𝑃𝐶𝐼
Savings
𝑌𝐷𝐼𝑆𝑃 − 𝐻𝐶𝐷𝑇𝑂𝑇
𝐹𝑆𝐸𝐹𝐴 + 𝐹𝑆𝐸𝑆𝐸 − 𝐹𝐶 − 𝐹𝑆𝐸𝑆𝐸
𝐹𝐺𝑅𝐵 + 𝐹𝑆𝐸𝐹𝐴 + 𝐹𝑆𝐸𝑆𝐸 − 𝐹𝐶 − 𝐹𝑆𝐸𝑆𝐸
𝑃𝑊𝑋𝑂 ∙ 𝐼𝑀𝑃𝑂 + 𝐹𝑆𝐸𝐹𝐴 + 𝐹𝑆𝐸𝑆𝐸 − 𝐹𝐶 − 𝐹𝐹𝐴𝑆𝐸 − 𝐹𝑆𝐸𝑆𝐸
-