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CATALYST · UEA modeling

How much electricity is needed to unlock prosperity in today's LMICs?

A bottom-up look at firm-side and household-side electricity demand for prosperous lower- and middle-income countries.

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The setup

Two sides of the same story.

Firm side

Six sub-sectors power the economy

  • Agriculture, Forestry & Fishing
  • Manufacturing
  • Mining & Quarrying
  • Construction
  • Transportation
  • Commercial & Public Services

Each archetype borrows a developed economy's sector-level energy intensity. Multiplied by sector GVA and electrification share.

Household side

Six domains power daily life

  • Lighting
  • Refrigeration
  • HVAC (heating & cooling)
  • Cooking
  • Mobility
  • Other appliances

Each domain computed as kWh per household per year, scaled by the projected number of households.

Lower- and middle-income countries together will need, on average…

0 MWh per capita per year of electricity
Firm side · 4.75
Households · 2.55
Firm side — 65.1% · industry, services, construction, transport, mining, agri Household side — 34.9% · cooling, lighting, cooking, mobility, appliances

Population-weighted across 130 lower- and middle-income countries at convergence.

The spread

But "LMIC" hides a wide range — eight archetypes diverge by up to ~60%.

Archetype totals are population-weighted means of all member countries. Some archetypes (DRC, Indonesia) carry far higher demand per capita due to industrial mix and climate.

The build-up

How the 7.30 number gets there — domain by domain.

Tune the picture

What does prosperity look like under different assumptions?

The headline rests on a few dozen choices about how rich, how mobile, how efficient, and how electrified prosperous LMICs become. Pull any lever — the strip below and the build-up above redraw live.

All LMICs · live result
7.30
MWh per capita per year
Firm · 4.75
HH · 2.55
Firm — 65.1% HH — 34.9%
Baseline · 7.30
OECD avg · ~9.0
— at default assumptions

Reshape the archetypes

Who does each archetype actually look like?

Each LMIC archetype borrows its sector-level energy intensity from a developed economy. Reassign the references — does Nigeria's manufacturing look more like Germany's or Japan's? — and watch the firm-side build-up shift. Electrification share for each sub-sector sits above its column.

What we held constant

What's frozen — and what's coming next.

Frozen reference data

UN DESA 2050 population (the only year drawn from this source), CDD/HDD per country, World Bank rural population share, country-region crosswalk, historical developed-country sub-sector energy intensities, per-archetype sub-sector GDP shares, VAT/subsidy shares, water-stress reference data.

Exposed for live exploration

The 10 sliders in "Tune the picture"; the 48-cell archetype matrix; the 6 per-sub-sector electrification shares.

Coming next

Desalination demand — the underlying model can compute it per-country, but v1 does not surface it. To be re-introduced as a toggle plus a per-country water-stress overlay in v2. Also under consideration: per-country drill-down beyond the focus dropdown, climate-scenario sensitivity, per-archetype GDP-share rebalancing.

Sources · UN DESA · IEA · Odyssee-Mure · WRI Aqueduct · World Bank WDI · national statistical agencies.