Focus Groups Study

DRIVERS FOR #LPG ADOPTION FOR COOKING

To understand what really drives — or blocks — the switch from wood and charcoal to #LPG at household level, BEENERGY conducted a series of focus groups with women and household cooks in urban and peri-urban areas of several Sub-Saharan African markets. The sessions explored cooking practices, fuel preferences, spending patterns, safety perceptions and the decision-making process behind a first #LPG purchase.

Key findings — drivers of adoption: health and smoke-free kitchens come first, especially for mothers; time savings (no more fuel gathering, faster cooking); cleanliness of pots and kitchen walls; the modern, aspirational image of #LPG; and, critically, cost predictability — a cylinder is a one-time outlay that lasts weeks, while charcoal is bought daily at fluctuating prices.

Key findings — barriers: the upfront cost of the first cylinder and stove; fear of explosions, often rooted in accidents with poor-quality or illegally refilled cylinders; availability gaps in last-mile distribution; and the cultural attachment to traditional cooking, particularly for staple dishes.

Conclusions: adoption accelerates when the cost predictability of #LPG is actively explained to households — through public communication campaigns and, above all, practical cooking demonstrations and trials that let families experience #LPG cooking firsthand and compare it with their daily charcoal expenditure. Trust — in the brand, the cylinder and the refill network — emerged as the single most decisive adoption factor.

#LPG Development Expertise

Clean Cooking with #LPG —
the core purpose of our expert group

Two billion people still cook with wood and charcoal. Every day, this means deforestation, indoor smoke, burned lungs and hours lost gathering fuel — mostly by women and children.

#LPG changes that equation. It is clean, immediately available, and the most realistic path to clean cooking at scale in Africa, Asia and Latin America today. But developing an #LPG market is not just about delivering cylinders: it takes sound regulation, bankable investment plans, safe infrastructure and last-mile distribution networks that reach households.

This is precisely where BEENERGY comes in. We are a group of senior #LPG practitioners — former executives of TotalEnergies, Puma Energy, SHV, Shell and national oil companies — who have spent our careers building and running #LPG businesses in 50+ markets across 4 continents. Today we advise both sides of the market: the governments and regulators who design national #LPG master plans, and the companies and investors who commit capital to them.

Scroll down to discover our expertise, our experts, our references and our latest publications.

50+#LPG markets covered
4continents of experience
30+years of operations
10+national #LPG master plans

Expertise

From national policy to plant-level safety: we cover the full value chain of #LPG development.

Advisory to Governments & Regulators

National #LPG master plans, pricing and subsidy strategies, safety and licensing frameworks, BCRM training and safety audits — in support of the Global #LPG Partnership and national authorities.

  • National #LPG Master Plans and investment plans (Ghana, Cameroon, Kenya, Rwanda, Sierra Leone, Madagascar)
  • Regulatory framework design — licensing to safety standards (Sierra Leone, Madagascar)
  • National #LPG price structure and subsidy strategy recommendations (Cameroon)
  • Structured financing models for cylinders, filling plants and depots (Cameroon, Ghana)
  • Branded Cylinder Recirculating Model (BCRM) advisory (World Bank, AfDB, Honduras, Nigeria, Peru, South Africa, Bangladesh)

Advisory to #LPG Companies & Marketers

Strategic and operational advisory for investors, operators and marketers across the #LPG value chain.

  • Market strategic studies and #LPG demand projections
  • Benchmark business reviews and sales structure optimization
  • Investment feasibility studies and business plans
  • Due diligence for M&A and investments
  • Safety audits of installations (terminals, filling plants, depots)
  • Nationwide distributor training and safety audits of filling plants (Cameroon)
  • National design & construction guide for #LPG depots and filling plants
  • Technical training and organizational set-up
  • Microfinance programs to ease cylinder acquisition (Kenya, Cameroon)

Market data & intelligence

Data

Market sizes, pricing structures and penetration benchmarks across 50+ markets.

Insight

Benchmarks of successful #LPG markets and lessons for emerging ones.

Sustainable Distribution Model (BCRM)

All the drivers to enable the Branded Cylinder Recirculating Model in the #LPG regulation of licensing marketers.

Training

Operational and safety training for distributors, plant staff and regulators.

#LPG consumption Benchmark

#LPG consumption per capita as a function of GDP per capita — 20 countries distinguished by color and marker, each with its own polynomial trendline (degree 3 or 4, best fit), on a scale up to 10,000 current US$ per capita.

Why this correlation matters — even though it is not directly causal

Across our historical benchmark, 14 of the 22 countries show a correlation coefficient above 0.9 between #LPG consumption per capita and GDP per capita. Wealth is evidently not the direct cause of #LPG adoption — but the relationship is strong, stable and analytically robust. It provides a reliable baseline, #LPG/cap = f(GDP/cap), against which each country can be analysed individually: the countries that depart from the benchmark curve are precisely those where other factors dominate — pricing policy, supply chain structure, cylinder affordability, urbanization. Additional criteria will be layered in later, country by country, to explain these deviations and build realistic market forecasts.

#LPG Benchmark: #LPG consumption per capita = f(GDP per capita) — 20 countries BEENERGY Consult 200 500 1000 2000 5000 10000 0 10 20 30 CAMEROON: 1.4 kg/cap at 822 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.4 kg/cap at 817 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.5 kg/cap at 773 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.5 kg/cap at 789 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.8 kg/cap at 786 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.9 kg/cap at 700 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.9 kg/cap at 706 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 1.9 kg/cap at 780 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.0 kg/cap at 976 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.0 kg/cap at 1119 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.2 kg/cap at 1129 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.4 kg/cap at 1177 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.5 kg/cap at 1311 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.6 kg/cap at 1476 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.5 kg/cap at 1445 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 2.9 kg/cap at 1383 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.0 kg/cap at 1497 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.2 kg/cap at 1433 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.5 kg/cap at 1559 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.7 kg/cap at 1631 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.9 kg/cap at 1399 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 3.8 kg/cap at 1426 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 4.1 kg/cap at 1479 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 4.4 kg/cap at 1594 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 4.7 kg/cap at 1538 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 4.9 kg/cap at 1539 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 5.6 kg/cap at 1654 current US$/cap (fit deg 3, R² 0.80) CAMEROON: 5.4 kg/cap at 1563 current US$/cap (fit deg 3, R² 0.80) COTE D'IVOIRE: 1.6 kg/cap at 885 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 827 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.5 kg/cap at 844 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.4 kg/cap at 804 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 581 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 740 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.7 kg/cap at 1170 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 1124 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.5 kg/cap at 1177 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.6 kg/cap at 1096 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.8 kg/cap at 936 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.7 kg/cap at 924 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.9 kg/cap at 967 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.2 kg/cap at 1111 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.4 kg/cap at 1199 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.6 kg/cap at 1197 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.9 kg/cap at 1230 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.7 kg/cap at 1367 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.8 kg/cap at 1583 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 4.5 kg/cap at 1540 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 4.5 kg/cap at 1553 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 5.0 kg/cap at 1596 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 5.4 kg/cap at 1546 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 6.3 kg/cap at 1786 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 7.1 kg/cap at 1991 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 8.3 kg/cap at 1814 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 9.0 kg/cap at 1862 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 10.6 kg/cap at 1964 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 12.2 kg/cap at 2130 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 12.6 kg/cap at 2141 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 13.9 kg/cap at 2179 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 15.4 kg/cap at 2455 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 17.0 kg/cap at 2333 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 19.0 kg/cap at 2554 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 21.2 kg/cap at 2709 current US$/cap (fit deg 4, R² 0.97) GABON: 9.5 kg/cap at 6268 current US$/cap (fit deg 3, R² 0.73) GABON: 11.1 kg/cap at 5536 current US$/cap (fit deg 3, R² 0.73) GABON: 10.8 kg/cap at 5578 current US$/cap (fit deg 3, R² 0.73) GABON: 10.5 kg/cap at 4252 current US$/cap (fit deg 3, R² 0.73) GABON: 11.1 kg/cap at 3963 current US$/cap (fit deg 3, R² 0.73) GABON: 10.8 kg/cap at 4570 current US$/cap (fit deg 3, R² 0.73) GABON: 12.1 kg/cap at 5116 current US$/cap (fit deg 3, R² 0.73) GABON: 12.6 kg/cap at 4667 current US$/cap (fit deg 3, R² 0.73) GABON: 13.1 kg/cap at 3831 current US$/cap (fit deg 3, R² 0.73) GABON: 13.5 kg/cap at 3888 current US$/cap (fit deg 3, R² 0.73) GABON: 13.2 kg/cap at 4135 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 3993 current US$/cap (fit deg 3, R² 0.73) GABON: 12.6 kg/cap at 4141 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 4933 current US$/cap (fit deg 3, R² 0.73) GABON: 13.3 kg/cap at 5739 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 7384 current US$/cap (fit deg 3, R² 0.73) GABON: 18.2 kg/cap at 6984 current US$/cap (fit deg 3, R² 0.73) GABON: 18.5 kg/cap at 7230 current US$/cap (fit deg 3, R² 0.73) GABON: 18.7 kg/cap at 7959 current US$/cap (fit deg 3, R² 0.73) GABON: 20.7 kg/cap at 7766 current US$/cap (fit deg 3, R² 0.73) GABON: 21.4 kg/cap at 6881 current US$/cap (fit deg 3, R² 0.73) GABON: 21.9 kg/cap at 8016 current US$/cap (fit deg 3, R² 0.73) GABON: 21.9 kg/cap at 8100 current US$/cap (fit deg 3, R² 0.73) CABO VERDE: 14.4 kg/cap at 817 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 15.1 kg/cap at 831 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 16.2 kg/cap at 907 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 16.3 kg/cap at 991 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.4 kg/cap at 1165 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.3 kg/cap at 1179 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.0 kg/cap at 1133 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.6 kg/cap at 1186 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.2 kg/cap at 1326 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.7 kg/cap at 1189 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.8 kg/cap at 1223 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.7 kg/cap at 1328 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.6 kg/cap at 1717 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.8 kg/cap at 1929 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.9 kg/cap at 2004 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.1 kg/cap at 2256 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.2 kg/cap at 3324 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3908 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.6 kg/cap at 3659 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3579 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.7 kg/cap at 4002 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.3 kg/cap at 3736 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3960 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 22.3 kg/cap at 3985 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 22.2 kg/cap at 3415 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.1 kg/cap at 3608 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.1 kg/cap at 3893 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.6 kg/cap at 4294 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.5 kg/cap at 4380 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.8 kg/cap at 3539 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.7 kg/cap at 3971 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.9 kg/cap at 4323 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.0 kg/cap at 4861 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.5 kg/cap at 5272 current US$/cap (fit deg 4, R² 0.81) SENEGAL: 5.7 kg/cap at 714 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 7.5 kg/cap at 723 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 8.2 kg/cap at 650 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 9.0 kg/cap at 684 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 9.9 kg/cap at 677 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 9.9 kg/cap at 603 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 10.0 kg/cap at 637 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 10.4 kg/cap at 669 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.0 kg/cap at 817 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.7 kg/cap at 918 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 12.1 kg/cap at 979 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.5 kg/cap at 1017 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 10.2 kg/cap at 1188 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 10.3 kg/cap at 1398 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 10.1 kg/cap at 1308 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 9.1 kg/cap at 1431 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.0 kg/cap at 1461 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.7 kg/cap at 1598 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.9 kg/cap at 1574 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 11.9 kg/cap at 1698 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 12.5 kg/cap at 1743 current US$/cap (fit deg 3, R² 0.48) SENEGAL: 13.4 kg/cap at 1800 current US$/cap (fit deg 3, R² 0.48) BOTSWANA: 4.4 kg/cap at 3014 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 10.5 kg/cap at 3022 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 8.5 kg/cap at 3065 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 12.5 kg/cap at 2869 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.0 kg/cap at 3226 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 14.4 kg/cap at 3349 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 13.6 kg/cap at 3128 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 14.0 kg/cap at 3055 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 14.4 kg/cap at 4163 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 15.8 kg/cap at 4896 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.2 kg/cap at 5351 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 16.9 kg/cap at 5374 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 16.6 kg/cap at 5714 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 16.3 kg/cap at 5623 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 15.9 kg/cap at 5185 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 15.6 kg/cap at 6346 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 16.3 kg/cap at 7483 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 16.4 kg/cap at 6901 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.5 kg/cap at 7001 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.6 kg/cap at 7493 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.7 kg/cap at 6521 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 18.2 kg/cap at 6954 current US$/cap (fit deg 3, R² 0.58) BOTSWANA: 17.9 kg/cap at 7595 current US$/cap (fit deg 3, R² 0.58) VIETNAM: 0.7 kg/cap at 287 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 1.2 kg/cap at 337 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 1.8 kg/cap at 361 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 2.6 kg/cap at 361 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 2.9 kg/cap at 375 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 4.0 kg/cap at 404 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 4.6 kg/cap at 419 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 6.8 kg/cap at 445 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 7.8 kg/cap at 497 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 9.2 kg/cap at 565 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 9.7 kg/cap at 710 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 10.1 kg/cap at 807 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 10.4 kg/cap at 925 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 10.7 kg/cap at 1163 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 7.3 kg/cap at 1226 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 7.6 kg/cap at 1683 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 9.1 kg/cap at 1950 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 11.3 kg/cap at 2185 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 9.5 kg/cap at 2359 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 9.2 kg/cap at 2546 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 11.1 kg/cap at 2577 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 12.2 kg/cap at 2735 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 11.9 kg/cap at 2956 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 13.0 kg/cap at 3222 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 13.9 kg/cap at 3440 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 14.6 kg/cap at 3534 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 17.9 kg/cap at 3704 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 23.0 kg/cap at 4147 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 23.1 kg/cap at 4323 current US$/cap (fit deg 4, R² 0.95) VIETNAM: 23.3 kg/cap at 4717 current US$/cap (fit deg 4, R² 0.95) KENYA: 0.9 kg/cap at 433 current US$/cap (fit deg 4, R² 0.97) KENYA: 0.9 kg/cap at 414 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.0 kg/cap at 410 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.1 kg/cap at 402 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.1 kg/cap at 442 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.1 kg/cap at 463 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.2 kg/cap at 523 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.6 kg/cap at 699 current US$/cap (fit deg 4, R² 0.97) KENYA: 1.9 kg/cap at 840 current US$/cap (fit deg 4, R² 0.97) KENYA: 2.0 kg/cap at 915 current US$/cap (fit deg 4, R² 0.97) KENYA: 2.2 kg/cap at 1047 current US$/cap (fit deg 4, R² 0.97) KENYA: 2.4 kg/cap at 1091 current US$/cap (fit deg 4, R² 0.97) KENYA: 2.5 kg/cap at 1096 current US$/cap (fit deg 4, R² 0.97) KENYA: 2.8 kg/cap at 1285 current US$/cap (fit deg 4, R² 0.97) KENYA: 3.0 kg/cap at 1370 current US$/cap (fit deg 4, R² 0.97) KENYA: 3.1 kg/cap at 1482 current US$/cap (fit deg 4, R² 0.97) KENYA: 3.0 kg/cap at 1489 current US$/cap (fit deg 4, R² 0.97) KENYA: 3.0 kg/cap at 1554 current US$/cap (fit deg 4, R² 0.97) KENYA: 3.7 kg/cap at 1667 current US$/cap (fit deg 4, R² 0.97) KENYA: 4.3 kg/cap at 1836 current US$/cap (fit deg 4, R² 0.97) KENYA: 5.9 kg/cap at 1960 current US$/cap (fit deg 4, R² 0.97) KENYA: 6.1 kg/cap at 1927 current US$/cap (fit deg 4, R² 0.97) KENYA: 7.0 kg/cap at 2061 current US$/cap (fit deg 4, R² 0.97) KENYA: 5.9 kg/cap at 2109 current US$/cap (fit deg 4, R² 0.97) KENYA: 6.2 kg/cap at 1952 current US$/cap (fit deg 4, R² 0.97) KENYA: 7.0 kg/cap at 2206 current US$/cap (fit deg 4, R² 0.97) GHANA: 1.5 kg/cap at 371 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.7 kg/cap at 389 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.7 kg/cap at 377 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.7 kg/cap at 400 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.7 kg/cap at 403 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.7 kg/cap at 253 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.8 kg/cap at 263 current US$/cap (fit deg 4, R² 0.98) GHANA: 1.9 kg/cap at 297 current US$/cap (fit deg 4, R² 0.98) GHANA: 2.0 kg/cap at 358 current US$/cap (fit deg 4, R² 0.98) GHANA: 2.1 kg/cap at 406 current US$/cap (fit deg 4, R² 0.98) GHANA: 2.2 kg/cap at 478 current US$/cap (fit deg 4, R² 0.98) GHANA: 2.5 kg/cap at 906 current US$/cap (fit deg 4, R² 0.98) GHANA: 2.9 kg/cap at 1050 current US$/cap (fit deg 4, R² 0.98) GHANA: 3.3 kg/cap at 1182 current US$/cap (fit deg 4, R² 0.98) GHANA: 3.7 kg/cap at 1047 current US$/cap (fit deg 4, R² 0.98) GHANA: 4.1 kg/cap at 1263 current US$/cap (fit deg 4, R² 0.98) GHANA: 4.5 kg/cap at 1507 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.0 kg/cap at 1543 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.3 kg/cap at 2294 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.4 kg/cap at 1949 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.6 kg/cap at 1722 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.6 kg/cap at 1912 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.7 kg/cap at 2012 current US$/cap (fit deg 4, R² 0.98) GHANA: 5.8 kg/cap at 2195 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.1 kg/cap at 2186 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.6 kg/cap at 2195 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.7 kg/cap at 2445 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.0 kg/cap at 2229 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.1 kg/cap at 2383 current US$/cap (fit deg 4, R² 0.98) GHANA: 6.4 kg/cap at 2405 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.2 kg/cap at 371 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.4 kg/cap at 305 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.6 kg/cap at 319 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.7 kg/cap at 302 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.9 kg/cap at 347 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.9 kg/cap at 375 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.3 kg/cap at 401 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.7 kg/cap at 416 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.9 kg/cap at 413 current US$/cap (fit deg 4, R² 0.98) INDIA: 4.5 kg/cap at 441 current US$/cap (fit deg 4, R² 0.98) INDIA: 5.5 kg/cap at 442 current US$/cap (fit deg 4, R² 0.98) INDIA: 5.6 kg/cap at 450 current US$/cap (fit deg 4, R² 0.98) INDIA: 6.8 kg/cap at 469 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.0 kg/cap at 544 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.4 kg/cap at 624 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.5 kg/cap at 710 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.9 kg/cap at 801 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.8 kg/cap at 1021 current US$/cap (fit deg 4, R² 0.98) INDIA: 9.4 kg/cap at 992 current US$/cap (fit deg 4, R² 0.98) INDIA: 9.6 kg/cap at 1094 current US$/cap (fit deg 4, R² 0.98) INDIA: 10.3 kg/cap at 1347 current US$/cap (fit deg 4, R² 0.98) INDIA: 11.0 kg/cap at 1445 current US$/cap (fit deg 4, R² 0.98) INDIA: 10.6 kg/cap at 1429 current US$/cap (fit deg 4, R² 0.98) INDIA: 11.1 kg/cap at 1432 current US$/cap (fit deg 4, R² 0.98) INDIA: 12.2 kg/cap at 1553 current US$/cap (fit deg 4, R² 0.98) INDIA: 12.9 kg/cap at 1583 current US$/cap (fit deg 4, R² 0.98) INDIA: 13.9 kg/cap at 1707 current US$/cap (fit deg 4, R² 0.98) INDIA: 14.9 kg/cap at 1950 current US$/cap (fit deg 4, R² 0.98) INDIA: 15.3 kg/cap at 1966 current US$/cap (fit deg 4, R² 0.98) INDIA: 16.7 kg/cap at 2041 current US$/cap (fit deg 4, R² 0.98) INDIA: 17.5 kg/cap at 1907 current US$/cap (fit deg 4, R² 0.98) INDIA: 18.7 kg/cap at 2239 current US$/cap (fit deg 4, R² 0.98) INDIA: 19.1 kg/cap at 2347 current US$/cap (fit deg 4, R² 0.98) INDIA: 19.7 kg/cap at 2530 current US$/cap (fit deg 4, R² 0.98) INDIA: 20.9 kg/cap at 2696 current US$/cap (fit deg 4, R² 0.98) NIGERIA: 0.7 kg/cap at 1271 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.6 kg/cap at 1632 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.7 kg/cap at 1720 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.5 kg/cap at 1822 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.4 kg/cap at 480 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.4 kg/cap at 547 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.2 kg/cap at 566 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.3 kg/cap at 712 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.4 kg/cap at 763 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.4 kg/cap at 962 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.4 kg/cap at 1211 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.3 kg/cap at 1599 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 0.5 kg/cap at 1815 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 2.3 kg/cap at 2070 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 2.9 kg/cap at 1876 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 3.3 kg/cap at 2057 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 4.0 kg/cap at 2265 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 4.8 kg/cap at 2019 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 4.9 kg/cap at 2017 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 6.4 kg/cap at 2139 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 5.5 kg/cap at 1596 current US$/cap (fit deg 3, R² 0.37) NIGERIA: 5.6 kg/cap at 806 current US$/cap (fit deg 3, R² 0.37) UGANDA: 0.1 kg/cap at 258 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.1 kg/cap at 236 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.1 kg/cap at 241 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.1 kg/cap at 250 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.2 kg/cap at 292 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.2 kg/cap at 330 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.2 kg/cap at 346 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.2 kg/cap at 401 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 472 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 798 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.2 kg/cap at 823 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 835 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 795 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 818 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 896 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 862 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 752 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.3 kg/cap at 765 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.4 kg/cap at 792 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.4 kg/cap at 822 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.5 kg/cap at 845 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.6 kg/cap at 882 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.6 kg/cap at 963 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.7 kg/cap at 1002 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.8 kg/cap at 1072 current US$/cap (fit deg 3, R² 0.90) UGANDA: 0.9 kg/cap at 1125 current US$/cap (fit deg 3, R² 0.90) EQ. GUINEA: 3.3 kg/cap at 1725 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 3.2 kg/cap at 2313 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 3.2 kg/cap at 2744 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 3.3 kg/cap at 3618 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 3.5 kg/cap at 6152 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 5.1 kg/cap at 9250 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 4.9 kg/cap at 9667 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 4.7 kg/cap at 8380 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 4.5 kg/cap at 7198 current US$/cap (fit deg 4, R² 0.97) EQ. GUINEA: 4.9 kg/cap at 8462 current US$/cap (fit deg 4, R² 0.97) BANGLADESH: 0.4 kg/cap at 1496 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 0.6 kg/cap at 1679 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 1.7 kg/cap at 1816 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 2.5 kg/cap at 1963 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 3.9 kg/cap at 2122 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 4.9 kg/cap at 2233 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 6.2 kg/cap at 2458 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 7.0 kg/cap at 2688 current US$/cap (fit deg 4, R² 1.00) BANGLADESH: 7.0 kg/cap at 2798 current US$/cap (fit deg 4, R² 1.00) BURKINA F.: 0.4 kg/cap at 229 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.4 kg/cap at 242 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.5 kg/cap at 223 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.5 kg/cap at 249 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.6 kg/cap at 292 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.7 kg/cap at 248 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.7 kg/cap at 259 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.7 kg/cap at 285 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.8 kg/cap at 362 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.9 kg/cap at 403 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 0.9 kg/cap at 441 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 1.2 kg/cap at 455 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 1.3 kg/cap at 514 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 1.6 kg/cap at 619 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 1.6 kg/cap at 601 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 1.7 kg/cap at 624 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 2.2 kg/cap at 725 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 2.7 kg/cap at 731 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 2.6 kg/cap at 759 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 3.3 kg/cap at 764 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 3.5 kg/cap at 630 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 3.8 kg/cap at 663 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 4.3 kg/cap at 709 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 4.9 kg/cap at 777 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 4.9 kg/cap at 764 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 5.7 kg/cap at 825 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 6.1 kg/cap at 895 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 6.7 kg/cap at 836 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 7.1 kg/cap at 882 current US$/cap (fit deg 4, R² 0.91) BURKINA F.: 7.5 kg/cap at 987 current US$/cap (fit deg 4, R² 0.91) MOZAMBIQUE: 0.3 kg/cap at 191 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.2 kg/cap at 244 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.3 kg/cap at 287 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.3 kg/cap at 320 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.3 kg/cap at 354 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.4 kg/cap at 327 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.5 kg/cap at 304 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.5 kg/cap at 313 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.6 kg/cap at 339 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.6 kg/cap at 400 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.7 kg/cap at 436 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.7 kg/cap at 457 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 0.6 kg/cap at 441 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.1 kg/cap at 470 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.2 kg/cap at 517 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.2 kg/cap at 519 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.3 kg/cap at 462 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.5 kg/cap at 509 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.4 kg/cap at 578 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.4 kg/cap at 622 current US$/cap (fit deg 4, R² 0.90) MOZAMBIQUE: 1.5 kg/cap at 647 current US$/cap (fit deg 4, R² 0.90) MADAGASCAR: 0.3 kg/cap at 419 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 512 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 446 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 450 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 506 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.2 kg/cap at 493 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.2 kg/cap at 515 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.2 kg/cap at 505 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 445 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 453 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 491 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 500 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 499 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 450 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.4 kg/cap at 483 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.4 kg/cap at 503 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.3 kg/cap at 508 current US$/cap (fit deg 4, R² 0.26) MADAGASCAR: 0.4 kg/cap at 544 current US$/cap (fit deg 4, R² 0.26) BRAZIL: 29.0 kg/cap at 2581 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.3 kg/cap at 2257 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.1 kg/cap at 2127 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.8 kg/cap at 2348 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.5 kg/cap at 3298 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.4 kg/cap at 4756 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.1 kg/cap at 5179 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.7 kg/cap at 5299 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.2 kg/cap at 5105 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 28.8 kg/cap at 3493 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 28.4 kg/cap at 3766 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 27.5 kg/cap at 3176 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.6 kg/cap at 2855 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.2 kg/cap at 3090 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.0 kg/cap at 3663 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 4827 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.0 kg/cap at 5934 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 7409 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.4 kg/cap at 8908 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.4 kg/cap at 8678 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 8936 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.8 kg/cap at 8836 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.2 kg/cap at 9300 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.8 kg/cap at 9029 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.9 kg/cap at 7074 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.7 kg/cap at 7972 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.0 kg/cap at 9281 current US$/cap (fit deg 4, R² 0.59) GUATEMALA: 14.1 kg/cap at 1722 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.8 kg/cap at 1840 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.2 kg/cap at 2046 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.4 kg/cap at 2225 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.3 kg/cap at 2458 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.4 kg/cap at 2763 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.5 kg/cap at 2611 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 13.8 kg/cap at 2805 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.8 kg/cap at 3168 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.6 kg/cap at 3286 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.2 kg/cap at 3444 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 14.5 kg/cap at 3689 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 16.6 kg/cap at 3893 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 17.5 kg/cap at 4060 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 18.0 kg/cap at 4324 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 18.6 kg/cap at 4352 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 19.1 kg/cap at 4511 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 19.1 kg/cap at 4477 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 23.0 kg/cap at 4912 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 24.0 kg/cap at 5358 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 24.7 kg/cap at 5758 current US$/cap (fit deg 4, R² 0.99) GUATEMALA: 25.3 kg/cap at 6150 current US$/cap (fit deg 4, R² 0.99) TANZANIA: 0.6 kg/cap at 736 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 0.7 kg/cap at 775 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 0.8 kg/cap at 861 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 1.0 kg/cap at 963 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 1.2 kg/cap at 1022 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 1.4 kg/cap at 939 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 1.8 kg/cap at 953 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 2.1 kg/cap at 986 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 2.5 kg/cap at 1023 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 2.8 kg/cap at 1063 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 3.2 kg/cap at 1117 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 3.5 kg/cap at 1159 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 4.0 kg/cap at 1207 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 3.9 kg/cap at 1224 current US$/cap (fit deg 3, R² 0.91) TANZANIA: 4.5 kg/cap at 1185 current US$/cap (fit deg 3, R² 0.91) BRAZIL GUATEMALA VIETNAM CABO VERDE GABON COTE D'IVOIRE INDIA BOTSWANA SENEGAL BURKINA F. KENYA BANGLADESH GHANA NIGERIA CAMEROON EQ. GUINEA TANZANIA MOZAMBIQUE UGANDA MADAGASCAR GDP per capita (current US$, log scale — World Bank) #LPG consumption (kg per capita)

Hover a point to see the country, values and the fit quality. Sources: GDP per capita in current US$, World Bank; national #LPG statistics.

The cooking energy is a bound value: 100% #LPG cannot exceed 20–25 kg/cap/year

Cooking #LPG is bound by the limit of quantity of food a human can eat, even for free, which is around 400 g for an adult, average 200 g for a child under 14. Therefore, the amount of energy for cooking is limited. The macro data of countries cooking only with #LPG in cylinders indicate 20 to 25 kg/cap/year. Given the consumption of biomass cannot be ascertained as for #LPG, focus groups on cooking in Africa indicate an average consumption of 125 kg of charcoal per capita per year (range 110–140) and of 625 kg of firewood (range 550–700 kg/cap/year). Translated into net energy, the values are: 0.2 kWh or 0.72 MJ per capita per meal.

The horizon for the #LPG cooking market in Africa converges to this limit — around 20–25 kg/cap/year — rather than growing indefinitely with income. The trajectories below, for Côte d'Ivoire, Gabon, El Salvador, Brazil, Cabo Verde and India, illustrate this convergence toward an asymptote of 20–25 kg/cap/year.

Note: cooking with #LPG is considered affordable if the household spends slightly less than cooking with charcoal, on a monthly basis. The level of income has very little effect, because cooking is a necessity, and charcoal is not for free.

Data show the 20–25 kg/cap limit for 100% #LPG cooking BEENERGY Consult 100% #LPG cooking zone ≈ 20–25 kg/cap (physical limit: energy to cook the food each person eats) 200 500 1000 2000 5000 10000 0 10 20 30 COTE D'IVOIRE: 1.6 kg/cap at 885 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 827 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.5 kg/cap at 844 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.4 kg/cap at 804 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 581 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 740 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.7 kg/cap at 1170 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.6 kg/cap at 1124 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 1.5 kg/cap at 1177 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.6 kg/cap at 1096 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.8 kg/cap at 936 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.7 kg/cap at 924 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 2.9 kg/cap at 967 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.2 kg/cap at 1111 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.4 kg/cap at 1199 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.6 kg/cap at 1197 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.9 kg/cap at 1230 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.7 kg/cap at 1367 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 3.8 kg/cap at 1583 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 4.5 kg/cap at 1540 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 4.5 kg/cap at 1553 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 5.0 kg/cap at 1596 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 5.4 kg/cap at 1546 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 6.3 kg/cap at 1786 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 7.1 kg/cap at 1991 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 8.3 kg/cap at 1814 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 9.0 kg/cap at 1862 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 10.6 kg/cap at 1964 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 12.2 kg/cap at 2130 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 12.6 kg/cap at 2141 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 13.9 kg/cap at 2179 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 15.4 kg/cap at 2455 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 17.0 kg/cap at 2333 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 19.0 kg/cap at 2554 current US$/cap (fit deg 4, R² 0.97) COTE D'IVOIRE: 21.2 kg/cap at 2709 current US$/cap (fit deg 4, R² 0.97) GABON: 9.5 kg/cap at 6268 current US$/cap (fit deg 3, R² 0.73) GABON: 11.1 kg/cap at 5536 current US$/cap (fit deg 3, R² 0.73) GABON: 10.8 kg/cap at 5578 current US$/cap (fit deg 3, R² 0.73) GABON: 10.5 kg/cap at 4252 current US$/cap (fit deg 3, R² 0.73) GABON: 11.1 kg/cap at 3963 current US$/cap (fit deg 3, R² 0.73) GABON: 10.8 kg/cap at 4570 current US$/cap (fit deg 3, R² 0.73) GABON: 12.1 kg/cap at 5116 current US$/cap (fit deg 3, R² 0.73) GABON: 12.6 kg/cap at 4667 current US$/cap (fit deg 3, R² 0.73) GABON: 13.1 kg/cap at 3831 current US$/cap (fit deg 3, R² 0.73) GABON: 13.5 kg/cap at 3888 current US$/cap (fit deg 3, R² 0.73) GABON: 13.2 kg/cap at 4135 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 3993 current US$/cap (fit deg 3, R² 0.73) GABON: 12.6 kg/cap at 4141 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 4933 current US$/cap (fit deg 3, R² 0.73) GABON: 13.3 kg/cap at 5739 current US$/cap (fit deg 3, R² 0.73) GABON: 13.6 kg/cap at 7384 current US$/cap (fit deg 3, R² 0.73) GABON: 18.2 kg/cap at 6984 current US$/cap (fit deg 3, R² 0.73) GABON: 18.5 kg/cap at 7230 current US$/cap (fit deg 3, R² 0.73) GABON: 18.7 kg/cap at 7959 current US$/cap (fit deg 3, R² 0.73) GABON: 20.7 kg/cap at 7766 current US$/cap (fit deg 3, R² 0.73) GABON: 21.4 kg/cap at 6881 current US$/cap (fit deg 3, R² 0.73) GABON: 21.9 kg/cap at 8016 current US$/cap (fit deg 3, R² 0.73) GABON: 21.9 kg/cap at 8100 current US$/cap (fit deg 3, R² 0.73) EL SALVADOR: 7.6 kg/cap at 914 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 7.6 kg/cap at 983 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 8.1 kg/cap at 1073 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 9.1 kg/cap at 1216 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 9.9 kg/cap at 1380 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 11.8 kg/cap at 1585 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 12.7 kg/cap at 1684 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 14.2 kg/cap at 1778 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 15.8 kg/cap at 1886 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 16.9 kg/cap at 1930 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 17.8 kg/cap at 2001 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 18.6 kg/cap at 2072 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 19.3 kg/cap at 2124 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 20.8 kg/cap at 2209 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 22.1 kg/cap at 2278 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 23.0 kg/cap at 2428 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 23.7 kg/cap at 2631 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 25.3 kg/cap at 2786 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 26.5 kg/cap at 2933 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 27.5 kg/cap at 2858 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 29.2 kg/cap at 2983 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 22.7 kg/cap at 3266 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 22.4 kg/cap at 3428 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 25.7 kg/cap at 3509 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 28.2 kg/cap at 3589 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 29.1 kg/cap at 3705 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 29.9 kg/cap at 3805 current US$/cap (fit deg 4, R² 0.96) EL SALVADOR: 30.5 kg/cap at 3910 current US$/cap (fit deg 4, R² 0.96) BRAZIL: 29.0 kg/cap at 2581 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.3 kg/cap at 2257 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.1 kg/cap at 2127 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.8 kg/cap at 2348 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.5 kg/cap at 3298 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.4 kg/cap at 4756 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 30.1 kg/cap at 5179 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.7 kg/cap at 5299 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 29.2 kg/cap at 5105 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 28.8 kg/cap at 3493 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 28.4 kg/cap at 3766 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 27.5 kg/cap at 3176 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.6 kg/cap at 2855 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.2 kg/cap at 3090 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.0 kg/cap at 3663 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 4827 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 26.0 kg/cap at 5934 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 7409 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.4 kg/cap at 8908 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.4 kg/cap at 8678 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.7 kg/cap at 8936 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.8 kg/cap at 8836 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.2 kg/cap at 9300 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.8 kg/cap at 9029 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 25.9 kg/cap at 7074 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.7 kg/cap at 7972 current US$/cap (fit deg 4, R² 0.59) BRAZIL: 24.0 kg/cap at 9281 current US$/cap (fit deg 4, R² 0.59) CABO VERDE: 14.4 kg/cap at 817 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 15.1 kg/cap at 831 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 16.2 kg/cap at 907 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 16.3 kg/cap at 991 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.4 kg/cap at 1165 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.3 kg/cap at 1179 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.0 kg/cap at 1133 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 18.6 kg/cap at 1186 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.2 kg/cap at 1326 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.7 kg/cap at 1189 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.8 kg/cap at 1223 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.7 kg/cap at 1328 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.6 kg/cap at 1717 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.8 kg/cap at 1929 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 19.9 kg/cap at 2004 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.1 kg/cap at 2256 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.2 kg/cap at 3324 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3908 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.6 kg/cap at 3659 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3579 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.7 kg/cap at 4002 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.3 kg/cap at 3736 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 20.4 kg/cap at 3960 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 22.3 kg/cap at 3985 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 22.2 kg/cap at 3415 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.1 kg/cap at 3608 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.1 kg/cap at 3893 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.6 kg/cap at 4294 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.5 kg/cap at 4380 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.8 kg/cap at 3539 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.7 kg/cap at 3971 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.9 kg/cap at 4323 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 24.0 kg/cap at 4861 current US$/cap (fit deg 4, R² 0.81) CABO VERDE: 23.5 kg/cap at 5272 current US$/cap (fit deg 4, R² 0.81) INDIA: 2.2 kg/cap at 371 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.4 kg/cap at 305 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.6 kg/cap at 319 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.7 kg/cap at 302 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.9 kg/cap at 347 current US$/cap (fit deg 4, R² 0.98) INDIA: 2.9 kg/cap at 375 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.3 kg/cap at 401 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.7 kg/cap at 416 current US$/cap (fit deg 4, R² 0.98) INDIA: 3.9 kg/cap at 413 current US$/cap (fit deg 4, R² 0.98) INDIA: 4.5 kg/cap at 441 current US$/cap (fit deg 4, R² 0.98) INDIA: 5.5 kg/cap at 442 current US$/cap (fit deg 4, R² 0.98) INDIA: 5.6 kg/cap at 450 current US$/cap (fit deg 4, R² 0.98) INDIA: 6.8 kg/cap at 469 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.0 kg/cap at 544 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.4 kg/cap at 624 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.5 kg/cap at 710 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.9 kg/cap at 801 current US$/cap (fit deg 4, R² 0.98) INDIA: 8.8 kg/cap at 1021 current US$/cap (fit deg 4, R² 0.98) INDIA: 9.4 kg/cap at 992 current US$/cap (fit deg 4, R² 0.98) INDIA: 9.6 kg/cap at 1094 current US$/cap (fit deg 4, R² 0.98) INDIA: 10.3 kg/cap at 1347 current US$/cap (fit deg 4, R² 0.98) INDIA: 11.0 kg/cap at 1445 current US$/cap (fit deg 4, R² 0.98) INDIA: 10.6 kg/cap at 1429 current US$/cap (fit deg 4, R² 0.98) INDIA: 11.1 kg/cap at 1432 current US$/cap (fit deg 4, R² 0.98) INDIA: 12.2 kg/cap at 1553 current US$/cap (fit deg 4, R² 0.98) INDIA: 12.9 kg/cap at 1583 current US$/cap (fit deg 4, R² 0.98) INDIA: 13.9 kg/cap at 1707 current US$/cap (fit deg 4, R² 0.98) INDIA: 14.9 kg/cap at 1950 current US$/cap (fit deg 4, R² 0.98) INDIA: 15.3 kg/cap at 1966 current US$/cap (fit deg 4, R² 0.98) INDIA: 16.7 kg/cap at 2041 current US$/cap (fit deg 4, R² 0.98) INDIA: 17.5 kg/cap at 1907 current US$/cap (fit deg 4, R² 0.98) INDIA: 18.7 kg/cap at 2239 current US$/cap (fit deg 4, R² 0.98) INDIA: 19.1 kg/cap at 2347 current US$/cap (fit deg 4, R² 0.98) INDIA: 19.7 kg/cap at 2530 current US$/cap (fit deg 4, R² 0.98) INDIA: 20.9 kg/cap at 2696 current US$/cap (fit deg 4, R² 0.98) EL SALVADOR (R = 0.98) BRAZIL (R = 0.77) CABO VERDE (R = 0.90) GABON (R = 0.85) COTE D'IVOIRE (R = 0.99) INDIA (R = 0.99) GDP per capita (current US$, log scale — World Bank) #LPG consumption (kg per capita)

These figures cover bottled (cylinder) #LPG, essentially used for cooking. At the margin, a cylinder can also serve secondary uses such as water heating or lighting, which explains why some trajectories slightly exceed the pure cooking asymptote. The decline in Brazil's per-capita consumption can be read as the beginning of the conversion of cooking to electricity. It is also possible that a small portion is diverted illegally as vehicle fuel (El Salvador, Brazil). Correlation coefficients (R) shown next to each country confirm the robustness of the fit for most trajectories.

Zoom on the early-stage markets: where countries below 7 kg/cap stand

The countries that have not yet reached 8 kg per capita — Uganda, Madagascar, Mozambique, Tanzania, Nigeria, Bangladesh, Kenya, Burkina Faso, Ghana and Cameroon — are all positioned below 1,500 US$ per capita at their latest observation in this range. Their trajectories within the zoom appear as faint dots; the highlighted point marks each country's latest position. For contrast, the trendlines of five fast-evolving markets — Côte d'Ivoire, El Salvador, Cabo Verde, India and Senegal — show what a successful take-off looks like from the same starting zone. This is the space where #LPG markets are still to be built.

At around 1,000 US$ per capita, the countries still below 5 kg per capita — Nigeria, Uganda, Madagascar, Mozambique, Tanzania, Kenya, Ghana, Cameroon and Bangladesh — could reasonably stand at 8–12 kg per capita, as the trajectories of the fast-evolving markets shown here demonstrate. This gap is not an anomaly: there are precise reasons behind it, which BEENERGY Consult can explain in detail for each market. This chart therefore demonstrates the potential of this group of countries: they are not structurally different, they are simply late.

Comparing slow evolving markets with fast evolving markets at the respective early stage (zoom: 150–1,500 US$/cap) BEENERGY Consult 200 300 500 750 1000 1500 0 4 8 12 16 20 24 8 kg/cap threshold COTE D'IVOIRE: 1.62 kg/cap at 885 US$/cap COTE D'IVOIRE: 1.56 kg/cap at 827 US$/cap COTE D'IVOIRE: 1.50 kg/cap at 844 US$/cap COTE D'IVOIRE: 1.44 kg/cap at 804 US$/cap COTE D'IVOIRE: 1.64 kg/cap at 581 US$/cap COTE D'IVOIRE: 1.64 kg/cap at 740 US$/cap COTE D'IVOIRE: 1.69 kg/cap at 1170 US$/cap COTE D'IVOIRE: 1.59 kg/cap at 1124 US$/cap COTE D'IVOIRE: 1.47 kg/cap at 1177 US$/cap COTE D'IVOIRE: 2.61 kg/cap at 1096 US$/cap COTE D'IVOIRE: 2.76 kg/cap at 936 US$/cap COTE D'IVOIRE: 2.73 kg/cap at 924 US$/cap COTE D'IVOIRE: 2.87 kg/cap at 967 US$/cap COTE D'IVOIRE: 3.16 kg/cap at 1111 US$/cap COTE D'IVOIRE: 3.36 kg/cap at 1199 US$/cap COTE D'IVOIRE: 3.56 kg/cap at 1197 US$/cap COTE D'IVOIRE: 3.86 kg/cap at 1230 US$/cap COTE D'IVOIRE: 3.67 kg/cap at 1367 US$/cap EL SALVADOR: 7.57 kg/cap at 914 US$/cap EL SALVADOR: 7.60 kg/cap at 983 US$/cap EL SALVADOR: 8.14 kg/cap at 1073 US$/cap EL SALVADOR: 9.05 kg/cap at 1216 US$/cap EL SALVADOR: 9.94 kg/cap at 1380 US$/cap CABO VERDE: 14.42 kg/cap at 817 US$/cap CABO VERDE: 15.07 kg/cap at 831 US$/cap CABO VERDE: 16.18 kg/cap at 907 US$/cap CABO VERDE: 16.31 kg/cap at 991 US$/cap CABO VERDE: 18.40 kg/cap at 1165 US$/cap CABO VERDE: 18.30 kg/cap at 1179 US$/cap CABO VERDE: 18.00 kg/cap at 1133 US$/cap CABO VERDE: 18.58 kg/cap at 1186 US$/cap CABO VERDE: 20.21 kg/cap at 1326 US$/cap CABO VERDE: 20.75 kg/cap at 1189 US$/cap CABO VERDE: 19.81 kg/cap at 1223 US$/cap CABO VERDE: 19.73 kg/cap at 1328 US$/cap INDIA: 2.21 kg/cap at 371 US$/cap INDIA: 2.37 kg/cap at 305 US$/cap INDIA: 2.55 kg/cap at 319 US$/cap INDIA: 2.68 kg/cap at 302 US$/cap INDIA: 2.92 kg/cap at 347 US$/cap INDIA: 2.87 kg/cap at 375 US$/cap INDIA: 3.29 kg/cap at 401 US$/cap INDIA: 3.70 kg/cap at 416 US$/cap INDIA: 3.91 kg/cap at 413 US$/cap INDIA: 4.50 kg/cap at 441 US$/cap INDIA: 5.52 kg/cap at 442 US$/cap INDIA: 5.63 kg/cap at 450 US$/cap INDIA: 6.83 kg/cap at 469 US$/cap INDIA: 7.97 kg/cap at 544 US$/cap INDIA: 8.36 kg/cap at 624 US$/cap INDIA: 8.50 kg/cap at 710 US$/cap INDIA: 8.89 kg/cap at 801 US$/cap INDIA: 8.84 kg/cap at 1021 US$/cap INDIA: 9.38 kg/cap at 992 US$/cap INDIA: 9.61 kg/cap at 1094 US$/cap INDIA: 10.25 kg/cap at 1347 US$/cap INDIA: 11.03 kg/cap at 1445 US$/cap INDIA: 10.61 kg/cap at 1429 US$/cap INDIA: 11.12 kg/cap at 1432 US$/cap SENEGAL: 5.74 kg/cap at 714 US$/cap SENEGAL: 7.50 kg/cap at 723 US$/cap SENEGAL: 8.19 kg/cap at 650 US$/cap SENEGAL: 9.05 kg/cap at 684 US$/cap SENEGAL: 9.87 kg/cap at 677 US$/cap SENEGAL: 9.93 kg/cap at 603 US$/cap SENEGAL: 10.04 kg/cap at 637 US$/cap SENEGAL: 10.37 kg/cap at 669 US$/cap SENEGAL: 11.03 kg/cap at 817 US$/cap SENEGAL: 11.68 kg/cap at 918 US$/cap SENEGAL: 12.13 kg/cap at 979 US$/cap SENEGAL: 11.48 kg/cap at 1017 US$/cap SENEGAL: 10.20 kg/cap at 1188 US$/cap SENEGAL: 10.33 kg/cap at 1398 US$/cap SENEGAL: 10.12 kg/cap at 1308 US$/cap SENEGAL: 9.05 kg/cap at 1431 US$/cap SENEGAL: 10.96 kg/cap at 1461 US$/cap CAMEROON: 1.39 kg/cap at 822 US$/cap CAMEROON: 1.42 kg/cap at 817 US$/cap CAMEROON: 1.49 kg/cap at 773 US$/cap CAMEROON: 1.53 kg/cap at 789 US$/cap CAMEROON: 1.85 kg/cap at 786 US$/cap CAMEROON: 1.92 kg/cap at 700 US$/cap CAMEROON: 1.91 kg/cap at 706 US$/cap CAMEROON: 1.95 kg/cap at 780 US$/cap CAMEROON: 2.01 kg/cap at 976 US$/cap CAMEROON: 2.03 kg/cap at 1119 US$/cap CAMEROON: 2.23 kg/cap at 1129 US$/cap CAMEROON: 2.39 kg/cap at 1177 US$/cap CAMEROON: 2.52 kg/cap at 1311 US$/cap CAMEROON: 2.62 kg/cap at 1476 US$/cap CAMEROON: 2.53 kg/cap at 1445 US$/cap CAMEROON: 2.93 kg/cap at 1383 US$/cap CAMEROON: 3.02 kg/cap at 1497 US$/cap CAMEROON: 3.22 kg/cap at 1433 US$/cap CAMEROON: 3.89 kg/cap at 1399 US$/cap CAMEROON: 3.81 kg/cap at 1426 US$/cap CAMEROON: 4.08 kg/cap at 1479 US$/cap CAMEROON — latest observation in range: 3.02 kg/cap at 1497 current US$/cap KENYA: 0.91 kg/cap at 433 US$/cap KENYA: 0.93 kg/cap at 414 US$/cap KENYA: 0.97 kg/cap at 410 US$/cap KENYA: 1.09 kg/cap at 402 US$/cap KENYA: 1.07 kg/cap at 442 US$/cap KENYA: 1.06 kg/cap at 463 US$/cap KENYA: 1.24 kg/cap at 523 US$/cap KENYA: 1.62 kg/cap at 699 US$/cap KENYA: 1.90 kg/cap at 840 US$/cap KENYA: 2.03 kg/cap at 915 US$/cap KENYA: 2.19 kg/cap at 1047 US$/cap KENYA: 2.37 kg/cap at 1091 US$/cap KENYA: 2.54 kg/cap at 1096 US$/cap KENYA: 2.76 kg/cap at 1285 US$/cap KENYA: 2.97 kg/cap at 1370 US$/cap KENYA: 3.12 kg/cap at 1482 US$/cap KENYA: 3.02 kg/cap at 1489 US$/cap KENYA — latest observation in range: 3.02 kg/cap at 1489 current US$/cap GHANA: 1.50 kg/cap at 371 US$/cap GHANA: 1.70 kg/cap at 389 US$/cap GHANA: 1.70 kg/cap at 377 US$/cap GHANA: 1.70 kg/cap at 400 US$/cap GHANA: 1.70 kg/cap at 403 US$/cap GHANA: 1.70 kg/cap at 253 US$/cap GHANA: 1.80 kg/cap at 263 US$/cap GHANA: 1.90 kg/cap at 297 US$/cap GHANA: 2.00 kg/cap at 358 US$/cap GHANA: 2.10 kg/cap at 406 US$/cap GHANA: 2.20 kg/cap at 478 US$/cap GHANA: 2.50 kg/cap at 906 US$/cap GHANA: 2.90 kg/cap at 1050 US$/cap GHANA: 3.30 kg/cap at 1182 US$/cap GHANA: 3.70 kg/cap at 1047 US$/cap GHANA: 4.10 kg/cap at 1263 US$/cap GHANA — latest observation in range: 4.10 kg/cap at 1263 current US$/cap NIGERIA: 0.72 kg/cap at 1271 US$/cap NIGERIA: 0.41 kg/cap at 480 US$/cap NIGERIA: 0.44 kg/cap at 547 US$/cap NIGERIA: 0.23 kg/cap at 566 US$/cap NIGERIA: 0.30 kg/cap at 712 US$/cap NIGERIA: 0.44 kg/cap at 763 US$/cap NIGERIA: 0.39 kg/cap at 962 US$/cap NIGERIA: 0.37 kg/cap at 1211 US$/cap NIGERIA: 5.59 kg/cap at 806 US$/cap NIGERIA — latest observation in range: 0.72 kg/cap at 1271 current US$/cap UGANDA: 0.10 kg/cap at 258 US$/cap UGANDA: 0.11 kg/cap at 236 US$/cap UGANDA: 0.11 kg/cap at 241 US$/cap UGANDA: 0.15 kg/cap at 250 US$/cap UGANDA: 0.16 kg/cap at 292 US$/cap UGANDA: 0.17 kg/cap at 330 US$/cap UGANDA: 0.19 kg/cap at 346 US$/cap UGANDA: 0.24 kg/cap at 401 US$/cap UGANDA: 0.26 kg/cap at 472 US$/cap UGANDA: 0.27 kg/cap at 798 US$/cap UGANDA: 0.23 kg/cap at 823 US$/cap UGANDA: 0.28 kg/cap at 835 US$/cap UGANDA: 0.33 kg/cap at 795 US$/cap UGANDA: 0.33 kg/cap at 818 US$/cap UGANDA: 0.32 kg/cap at 896 US$/cap UGANDA: 0.33 kg/cap at 862 US$/cap UGANDA: 0.35 kg/cap at 752 US$/cap UGANDA: 0.35 kg/cap at 765 US$/cap UGANDA: 0.45 kg/cap at 792 US$/cap UGANDA: 0.42 kg/cap at 822 US$/cap UGANDA: 0.53 kg/cap at 845 US$/cap UGANDA: 0.56 kg/cap at 882 US$/cap UGANDA: 0.64 kg/cap at 963 US$/cap UGANDA: 0.69 kg/cap at 1002 US$/cap UGANDA: 0.85 kg/cap at 1072 US$/cap UGANDA: 0.94 kg/cap at 1125 US$/cap UGANDA — latest observation in range: 0.94 kg/cap at 1125 current US$/cap BANGLADESH: 0.43 kg/cap at 1496 US$/cap BANGLADESH — latest observation in range: 0.43 kg/cap at 1496 current US$/cap BURKINA F.: 0.36 kg/cap at 229 US$/cap BURKINA F.: 0.40 kg/cap at 242 US$/cap BURKINA F.: 0.47 kg/cap at 223 US$/cap BURKINA F.: 0.55 kg/cap at 249 US$/cap BURKINA F.: 0.57 kg/cap at 292 US$/cap BURKINA F.: 0.68 kg/cap at 248 US$/cap BURKINA F.: 0.66 kg/cap at 259 US$/cap BURKINA F.: 0.68 kg/cap at 285 US$/cap BURKINA F.: 0.77 kg/cap at 362 US$/cap BURKINA F.: 0.89 kg/cap at 403 US$/cap BURKINA F.: 0.92 kg/cap at 441 US$/cap BURKINA F.: 1.15 kg/cap at 455 US$/cap BURKINA F.: 1.31 kg/cap at 514 US$/cap BURKINA F.: 1.58 kg/cap at 619 US$/cap BURKINA F.: 1.55 kg/cap at 601 US$/cap BURKINA F.: 1.68 kg/cap at 624 US$/cap BURKINA F.: 2.20 kg/cap at 725 US$/cap BURKINA F.: 2.69 kg/cap at 731 US$/cap BURKINA F.: 2.62 kg/cap at 759 US$/cap BURKINA F.: 3.34 kg/cap at 764 US$/cap BURKINA F.: 3.47 kg/cap at 630 US$/cap BURKINA F.: 3.82 kg/cap at 663 US$/cap BURKINA F.: 4.27 kg/cap at 709 US$/cap BURKINA F.: 4.89 kg/cap at 777 US$/cap BURKINA F.: 4.86 kg/cap at 764 US$/cap BURKINA F.: 5.69 kg/cap at 825 US$/cap BURKINA F.: 6.06 kg/cap at 895 US$/cap BURKINA F.: 6.75 kg/cap at 836 US$/cap BURKINA F.: 7.10 kg/cap at 882 US$/cap BURKINA F.: 7.49 kg/cap at 987 US$/cap BURKINA F. — latest observation in range: 7.49 kg/cap at 987 current US$/cap MOZAMBIQUE: 0.25 kg/cap at 191 US$/cap MOZAMBIQUE: 0.25 kg/cap at 244 US$/cap MOZAMBIQUE: 0.29 kg/cap at 287 US$/cap MOZAMBIQUE: 0.35 kg/cap at 320 US$/cap MOZAMBIQUE: 0.34 kg/cap at 354 US$/cap MOZAMBIQUE: 0.44 kg/cap at 327 US$/cap MOZAMBIQUE: 0.49 kg/cap at 304 US$/cap MOZAMBIQUE: 0.47 kg/cap at 313 US$/cap MOZAMBIQUE: 0.57 kg/cap at 339 US$/cap MOZAMBIQUE: 0.60 kg/cap at 400 US$/cap MOZAMBIQUE: 0.69 kg/cap at 436 US$/cap MOZAMBIQUE: 0.67 kg/cap at 457 US$/cap MOZAMBIQUE: 0.61 kg/cap at 441 US$/cap MOZAMBIQUE: 1.10 kg/cap at 470 US$/cap MOZAMBIQUE: 1.15 kg/cap at 517 US$/cap MOZAMBIQUE: 1.22 kg/cap at 519 US$/cap MOZAMBIQUE: 1.30 kg/cap at 462 US$/cap MOZAMBIQUE: 1.48 kg/cap at 509 US$/cap MOZAMBIQUE: 1.41 kg/cap at 578 US$/cap MOZAMBIQUE: 1.44 kg/cap at 622 US$/cap MOZAMBIQUE: 1.51 kg/cap at 647 US$/cap MOZAMBIQUE — latest observation in range: 1.51 kg/cap at 647 current US$/cap MADAGASCAR: 0.35 kg/cap at 419 US$/cap MADAGASCAR: 0.33 kg/cap at 512 US$/cap MADAGASCAR: 0.30 kg/cap at 446 US$/cap MADAGASCAR: 0.27 kg/cap at 450 US$/cap MADAGASCAR: 0.29 kg/cap at 506 US$/cap MADAGASCAR: 0.24 kg/cap at 493 US$/cap MADAGASCAR: 0.21 kg/cap at 515 US$/cap MADAGASCAR: 0.24 kg/cap at 505 US$/cap MADAGASCAR: 0.27 kg/cap at 445 US$/cap MADAGASCAR: 0.29 kg/cap at 453 US$/cap MADAGASCAR: 0.31 kg/cap at 491 US$/cap MADAGASCAR: 0.34 kg/cap at 500 US$/cap MADAGASCAR: 0.34 kg/cap at 499 US$/cap MADAGASCAR: 0.29 kg/cap at 450 US$/cap MADAGASCAR: 0.37 kg/cap at 483 US$/cap MADAGASCAR: 0.37 kg/cap at 503 US$/cap MADAGASCAR: 0.35 kg/cap at 508 US$/cap MADAGASCAR: 0.36 kg/cap at 544 US$/cap MADAGASCAR — latest observation in range: 0.36 kg/cap at 544 current US$/cap TANZANIA: 0.60 kg/cap at 736 US$/cap TANZANIA: 0.73 kg/cap at 775 US$/cap TANZANIA: 0.81 kg/cap at 861 US$/cap TANZANIA: 1.01 kg/cap at 963 US$/cap TANZANIA: 1.15 kg/cap at 1022 US$/cap TANZANIA: 1.40 kg/cap at 939 US$/cap TANZANIA: 1.79 kg/cap at 953 US$/cap TANZANIA: 2.15 kg/cap at 986 US$/cap TANZANIA: 2.52 kg/cap at 1023 US$/cap TANZANIA: 2.82 kg/cap at 1063 US$/cap TANZANIA: 3.22 kg/cap at 1117 US$/cap TANZANIA: 3.45 kg/cap at 1159 US$/cap TANZANIA: 3.96 kg/cap at 1207 US$/cap TANZANIA: 3.95 kg/cap at 1224 US$/cap TANZANIA: 4.51 kg/cap at 1185 US$/cap TANZANIA — latest observation in range: 3.95 kg/cap at 1224 current US$/cap CABO VERDE INDIA EL SALVADOR SENEGAL BURKINA F. (7.5) GHANA (4.1) TANZANIA (3.9) COTE D'IVOIRE CAMEROON (3.0) KENYA (3.0) MOZAMBIQUE (1.5) UGANDA (0.9) NIGERIA (0.7) BANGLADESH (0.4) MADAGASCAR (0.4) GDP per capita (current US$, log scale — World Bank) #LPG consumption (kg per capita)

Our Experts

Senior practitioners, not theorists — every BEENERGY expert has managed real #LPG operations before advising on them.

RB

Renzo E. Bee

CEO · France / Italy

30+ years in 50 #LPG markets across 4 continents. Former VP International #LPG Business at TotalEnergies (2012). Independent advisor for M&A, business plans, due diligence and strategic reviews. Chairman of the advisory group of The Global #LPG Partnership (Cameroon, Ghana, Kenya, DRC, Rwanda).

AF

Alphonse Frament

Partner & Associate · France

30+ years in 20 #LPG markets. Last assignment at Puma Energy (2015). Expert in business plans, feasibility, due diligence, training and company organization across Sub-Saharan Africa, Asia and Europe. Senior Expert at The Global #LPG Partnership since 2017.

References

Corporate references — end of 2025. Selected assignments across Africa, Asia, Europe and Latin America.

#LPG Market Studies

YearCountryClientFor
2023BangladeshOSP (Oil Sustainability Program of MoE, KSA)
2025GhanaXpress Gas
2022GhanaOSP (Oil Sustainability Program of MoE, KSA)
2019Guinea ConakryLitasco
2022KenyaOSP (Oil Sustainability Program of MoE, KSA)
2019KenyaOLA Energy
2022MadagascarOPEC Fund
2022NigeriaOSP (Oil Sustainability Program of MoE, KSA)
2023SenegalOSP (Oil Sustainability Program of MoE, KSA)
2023TanzaniaSigma Cylinders
2022TanzaniaOSP (Oil Sustainability Program of MoE, KSA)
2025UgandaDECVivo Energy / UNOC
2022UgandaOSP (Oil Sustainability Program of MoE, KSA)
2020UgandaEU Technical Assistance FacilityUganda Government
2023Equatorial GuineaShell Eq. Guinea

Also: Benin, Cameroon, DRC, Ghana, Liberia, Madagascar, Nigeria (Mocoh, 2021) · Cameroon, DRC, Ghana, Kenya (EU/KfW, UNDP, 2016–2021) · Peru (Solgas, 2020) · Rwanda (DEC, 2020) · Sierra Leone (ECOWAS, 2024)

#LPG Master Plans — #LPG Policy

Cameroon — 2016

National #LPG Master Plan. Client: EU/KfW — for the Government of Cameroon (MINEE).

DRC — 2021

National #LPG Master Plan. Client: UNDP — for the DRC Government (Ministry of Hydrocarbons).

Ghana — 2017

National #LPG Policy. Client: EU/KfW — for the Government of Ghana (NPA).

Kenya — 2018

National #LPG Master Plan. Client: EU/KfW — for the Government of Kenya (MoE&P).

Madagascar — 2022

National #LPG Master Plan. Client: OPEC Fund.

Sierra Leone — 2024

National #LPG Policy. Client: ECOWAS — for the Sierra Leone Government.

Private Sector Work

Butagaz — France, 2020

Review of the strategic plan of the company.

Xpress Gas — Ghana, 2025

Review of the strategic plan of XPG in the context of the transition to the CRM model.

Gasco — Saudi Arabia, 2023

Assistance for redefining KPIs for Gasco operations.

Shell Equatorial Guinea, 2023

Review of the conditions for Shell to disburse funds for a cylinders investment.

OLA Energy — Kenya, 2019

Feasibility study for an #LPG terminal in Mombasa.

Sigma Cylinders — Tanzania, 2023

Feasibility study for a cylinder factory.

Litasco — Guinea Conakry, 2019

Due diligence for an #LPG depot in Guinea.

Eva Oil — Nigeria, 2021

Dossier for the sale of a 44 kt #LPG terminal project.

Solgas — Peru, 2019

Lobbying on a dramatic regulation change.

AfDB / MINEE — Cameroon, 2019

Safety audit of 9 filling plants and training of #LPG distributors.

OPEC Fund / Vakana — Madagascar, 2024

Assistance for organising consumer focus groups on #LPG adoption.

DEC — Rwanda, 2020

Financial study for #LPG strategic storage.

Publications

Studies, master plans & papers — scroll through our key publications.

2025Focus Groups Study

Drivers to Adopt #LPG for Cooking — focus groups study

To understand what really drives — or blocks — the switch from wood and charcoal to #LPG at household level, BEENERGY conducted a series of focus groups with women and household cooks in urban and peri-urban areas of several Sub-Saharan African markets. The sessions explored cooking practices, fuel preferences, spending patterns, safety perceptions and the decision-making process behind a first #LPG purchase.

Key findings — drivers of adoption: health and smoke-free kitchens come first, especially for mothers; time savings (no more fuel gathering, faster cooking); cleanliness of pots and kitchen walls; the modern, aspirational image of #LPG; and, critically, cost predictability — a cylinder is a one-time outlay that lasts weeks, while charcoal is bought daily at fluctuating prices.

Key findings — barriers: the upfront cost of the first cylinder and stove; fear of explosions, often rooted in accidents with poor-quality or illegally refilled cylinders; availability gaps in last-mile distribution; and the cultural attachment to traditional cooking, particularly for staple dishes.

Conclusions for market design: adoption accelerates when the cost predictability of #LPG is actively explained to households — through public communication campaigns and, above all, practical cooking demonstrations and trials that let families experience #LPG cooking firsthand and compare it with their daily charcoal expenditure. Trust — in the brand, the cylinder and the refill network — emerged as the single most decisive adoption factor.

BEENERGY expert group — qualitative study, focus groups with household users
2025National Master Plan

National #LPG Master Plan — investment plan update

Revision of the national #LPG development and investment plan, including cylinder financing models and last-mile distribution network design.

BEENERGY for the Global #LPG Partnership
2024Technical Guide

National Book of Design & Construction of #LPG Depots and Filling Plants

Rules-of-the-art reference for the design, construction and commissioning of #LPG storage and filling infrastructure.

G. Bruneval, R. E. Bee
2024Feasibility Study

Domestic #LPG Market Development in Kinshasa — #LPG versus Charcoal

Feasibility study comparing #LPG with charcoal for household cooking: demand assessment, economics and roll-out strategy.

BEENERGY expert group
2023BCRM Training

Branded Cylinder Recirculating Model — implementation handbook

Practical guide and training material on implementing the BCRM, based on missions with the World Bank, AfDB and national programs in Honduras, Nigeria, Peru, South Africa and Bangladesh.

R. E. Bee, A. Frament
2023Market Study

#LPG Price Structure & Subsidy Strategy Review

Recommendations on the national #LPG price structure and options for targeted subsidy strategies.

BEENERGY expert group
2022Safety Audit

Safety Audits of Filling Plants — nationwide program

Comprehensive safety audits of #LPG filling plants with corrective action plans and staff training.

G. Bruneval, F. Kebe
2022Microfinance Program

Microfinance to Ease Cylinder Acquisition

Design and implementation of microfinance programs to make first-time cylinder acquisition affordable for households.

B. Enonchong, E. Muchiri
2021Position Paper

Clean Cooking with #LPG: Drivers of #LPG Development

Overview of the key drivers of successful #LPG markets — benchmarking of 50+ markets across 4 continents.

R. E. Bee

Contact

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International #LPG advisory group
Clean Cooking with #LPG — since 2021.

  • Europe · Africa · Asia · Latin America
  • Advisory to governments, regulators, #LPG companies and investors
  • In partnership with The Global #LPG Partnership (US)

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