Africa2036

Western Africa · NGA · country brief

Nigeria

Three plausible conditions in 2031 and 2036, built from Nigeria's own recorded history. Not a prediction — a stated set of assumptions you can check, disagree with, and recompute.

New here? This is one of 54 country briefs on Africa 2036 Intelligence, an evidence-based foresight instrument. Values marked with a year are measurements; values attached to a scenario are projections computed from this country's own history. Where a value is missing it is shown as missing, never estimated.

ECOWAS Evidence: Considered Deep country review
How much weight this outlook bears

The evidence base is reasonably complete, current and stable enough to reason about. Still a scenario, not a prediction.

Why this matters

The same seven questions are asked of all 54 countries, and every answer below is computed from Nigeria's own evidence and model state — nothing here is written by hand, so nothing here can drift away from the data it rests on. 7 of 7 questions can be answered from the evidence held for Nigeria.

What could materially change by 2031

Conditional projection
  • Household electricity access moves from 62.5% of the population (2024) to between 66% and 70% by 2031, depending on the scenario. Simple continuation gives 67% — a rise of 4.9 percentage points.
  • In people rather than percentages: about 87.2 million would still be without it in 2031 under continuation — 1.9 million fewer than in 2024, because the population grows as the share improves.
  • Internet use moves from 41.2% of the population (2024) to between 49% and 57% by 2031, depending on the scenario. Simple continuation gives 52% — a rise of 10.9 percentage points.
  • In people rather than percentages: about 128.1 million would still be without it in 2031 under continuation — 11.5 million fewer than in 2024, because the population grows as the share improves.
  • Output per person spans $1,058 to $1,450 by 2031. The $392 between them is a quarter to a half of today's $1,224.
  • That spread is the distance between scenarios, not a margin of error — and it is a national average, which does not identify whose income moved.
  • The population reaches about 267.4 million — roughly 29.9 million more people than in 2025, about 158.2 million of them of working age.
  • This figure is the same in all three scenarios. Most of the people who will be alive in 2031 have already been born.

What could materially change by 2036

Conditional projection
  • Household electricity access moves from 62.5% of the population (2024) to between 68% and 74% by 2036, depending on the scenario. Simple continuation gives 71% — a rise of 8 percentage points.
  • In people rather than percentages: about 86.4 million would still be without it in 2036 under continuation — 2.7 million fewer than in 2024, because the population grows as the share improves.
  • Internet use moves from 41.2% of the population (2024) to between 53% and 65% by 2036, depending on the scenario. Simple continuation gives 59% — a rise of 17.4 percentage points.
  • In people rather than percentages: about 121.2 million would still be without it in 2036 under continuation — 18.4 million fewer than in 2024, because the population grows as the share improves.
  • Output per person spans $937 to $1,669 by 2036. The $732 between them is wider than half today's $1,224.
  • That spread is the distance between scenarios, not a margin of error — and it is a national average, which does not identify whose income moved.
  • The population reaches about 292.7 million — roughly 55.2 million more people than in 2025, about 177.7 million of them of working age.
  • This figure is the same in all three scenarios. Most of the people who will be alive in 2036 have already been born.

Who may benefit

Interpretation
  • Young people entering a labour market that has been prepared for them
  • Households and small businesses reached by new connections
  • People connecting for the first time, who move from no access to some — a larger step than any later improvement in speed or price
  • Traders and informal businesses newly able to be paid and to hold money outside cash. Whether that converts into borrowing is not measured here
  • Households receiving transfers, and the diaspora members with a stake in domestic conditions
  • Domestic firms with access to nearby compute
  • a population where 63% of people aged 15 and over already held a bank or mobile-money account in 2024 — the payment rail exists here, so what is gained depends on what is built on top of it rather than on reaching people at all
  • rural households carrying a 39-point electricity gap, who have the most to gain from any of it closing
  • people coming online for the first time — internet use rises 24 percentage points by 2036 under the fastest band, which is roughly 93 million more people connected than in 2024
  • firms close enough to delivered compute to use it without buying international bandwidth

Who may be excluded

Interpretation
  • A cohort that reaches working age faster than jobs, training places or clinics are built
  • A state that must regulate technologies it has too few trained people to assess
  • Off-grid communities, whose wait lengthens if capital concentrates on urban and industrial load
  • Rural, older, poorer and less literate people, who are last in every connectivity sequence
  • Families one illness away from selling productive assets
  • Households already spending most of their income on food
  • Firms whose expansion depends on credit, in an economy holding little of it relative to output
  • Civilians in contested areas, for whom no economic scenario on this page is the operative question
  • Displaced people, and the host communities absorbing them without additional resources
  • Grid customers competing with data centre load for the same power
  • rural households, 39 points behind on electricity in 2024 — a gap that closes last in every scenario here because access improves fastest where it is already highest
  • the 59% of people not online in 2024, for whom every digital projection on this page is a statement about somebody else

What must happen for this to be plausible

From the evidence
  • The Investment in Digital and Creative Enterprises programme (i-DICE) is a US$618 million financing envelope for Nigerian digital…. Recorded as funded: it still has to actually reach recipients rather than sit in an envelope before it counts as money in motion.
  • Nigeria is the eastern endpoint of the Abidjan–Lagos Corridor Highway, a roughly 1,028–1,081 km coastal motorway estimated at…. Recorded as approved: it still has to reach financial close before it counts as capacity.
  • Nigeria is one of five countries holding effectively all of Africa's data centre capacity, and its installed IT load could exceed…. Recorded as announced: it still has to clear legal or board approval before it counts as capacity.
  • For the Acceleration band to describe the decade, growth per person has to hold near 2.9% a year. This country has reached that rate before — its best year in the window was 4% — but has not sustained it across the 15-year record the band is drawn from.

What could invalidate this outlook

Interpretation
  • Political instability & conflict — Onset or escalation of armed conflict. The modelled band is drawn from economic history and contains no war; if this occurs, disregard the quantitative path entirely.
  • Climate exposure & disaster risk — A multi-season drought or a major flood event affecting the main producing regions. Discrete climate events are outside any band built from recent averages.
  • Education & workforce capability — A sustained collapse or expansion in enrolment, or large-scale emigration of trained professionals.
  • Institutional capacity & regulatory reform — A change of government that materially alters delivery capacity, in either direction.
  • Energy availability — Either a step change in generation and transmission delivery, or a sustained supply failure. Both break a projection built on gradual access gains.
  • Population pressure & the youth cohort — A significant revision to the UN World Population Prospects for this country. The population path here is carried through unchanged and is the least uncertain input on the page.
  • Health-system resilience — An epidemic, or a change in external health financing large enough to alter service delivery.
  • Digital infrastructure — A step change in device or data affordability, or a major submarine cable landing.
  • AI, automation & compute ownership — A large compute or connectivity investment landing domestically, or a regulatory change altering where data may be held.
  • Food & water systems — A regional harvest failure, or a change in the affordability of food imports.

What to watch now

From the evidence
  • Real GDP per capita growth sustained above 2.86% for three consecutive years → The Acceleration band would be the better description of the decade.
  • Real GDP per capita growth below -2.4% for two consecutive years → The Disruption band would be the better description of the decade.
  • Electricity access above 69.6% by 2031 (momentum path reaches 67.4%) → Energy access is running ahead of the momentum path.
  • 1 recorded item here rests on a source this platform has not confirmed against the issuing institution. Confirmation or contradiction of it would change what can be said.
  • A general election covering the presidency, Senate and House of Representatives was scheduled for 16 January 2027. This is a scheduled event, not a commitment anyone has to deliver. It is listed because transitions move policy; its outcome is not projected here.
  • Political instability & conflict, Climate exposure & disaster risk, Education & workforce capability and Institutional capacity & regulatory reform are assessed as binding here. Movement on them would change the outlook faster than movement inside the growth band.

The three futures

The assumption, stated in full

Annual real GDP growth minus annual population growth, 2011–2025 (15 years). Mean 0.23%, standard deviation 3.09. Scenario rates are mean ± 0.85 sd, clamped to this country's own 5th–95th percentile and to [-6%, +9%].

Momentum — 0.23% a year

Present trajectories broadly continue.

Policy, investment, institutions and demographics carry on behaving as they have. No collapse, no breakthrough. This is not a forecast of what will happen — it is the shape of the recent past extended forward, which is the baseline every other scenario should be judged against.

The recent past, extended. The question it asks is whether that is enough.

For Nigeria this is 0.23% a year per person, drawn from its own 15-year record (2011–2025), not from an outside view of what this country might do.

What it is good at

Predictability. Institutions, tariffs, procurement and delivery capacity behave as they already do, so plans made today mostly survive contact with the decade. Existing programmes finish. Nothing has to be rebuilt.

What it costs

Everything that is currently too slow stays too slow. Where a gap is closing at two points a year and the population is growing at three percent, continuation means the absolute number of people excluded rises even as the percentage falls.

Who it reaches last

Whoever is already last. Continuation preserves the existing sequence of who gets connected, treated, schooled and paid — it does not reorder it.

What it quietly assumes

That the conditions of the last fifteen years hold for the next ten: no default, no major conflict, no discrete climate event, and no external shock large enough to break the trend the band is drawn from.

How it is usually misread

Momentum is routinely read as the safe or neutral case. It is neither. It is the case in which nothing is done differently, and for several countries on this platform that is the most consequential choice available.

Measure202620312036
Population (same in all scenarios)242.4m267.4m292.7m
Working-age population (15–64) (same in all scenarios)137.9m158.2m177.7m
Real GDP per capita$1,227$1,241$1,256
Electricity access64%67.4%70.5%
Internet use44.6%52.1%58.6%

Acceleration — 2.86% a year

The country sustains the pace of its own better years.

Reform, investment, regional trade, energy build-out, education and institutional capacity perform above the recent average — at a rate this country has actually reached before, held for a decade rather than a year or two.

Not a miracle — this country's own good years, held for a decade instead of a season.

For Nigeria this is 2.86% a year per person, drawn from its own 15-year record (2011–2025), not from an outside view of what this country might do.

What it is good at

Compounding. A rate held for ten years does something a rate held for two cannot: it changes the level, not just the direction. Access gaps close inside the horizon rather than beyond it, and the working-age bulge arrives into an economy that has grown to meet it.

What it costs

Speed is unevenly distributed by default. Growth concentrates where infrastructure, credit and skills already are, which in most of these economies means the largest city and the formal sector. Faster national numbers can coexist with a widening internal gap, and this platform cannot see that gap because the indicators behind it are national.

Who it reaches last

Rural, informal and non-connected populations, unless something specific is done to reach them. Acceleration reaches them faster in absolute terms and no sooner in sequence.

What it quietly assumes

Sustained implementation capacity — the same institutions delivering at their best, continuously, for a decade. It is the strongest assumption on this platform, and the historical record for holding a peak rate that long is thin everywhere, not only here.

How it is usually misread

Acceleration is routinely read as the target. It is a description of a pace, not of a distribution, and it says nothing about who the growth reaches.

Measure202620312036
Population (same in all scenarios)242.4m267.4m292.7m
Working-age population (15–64) (same in all scenarios)137.9m158.2m177.7m
Real GDP per capita$1,259$1,450$1,669
Electricity access64.7%69.6%73.8%
Internet use46.2%56.8%65.2%

Disruption — -2.4% a year

The country runs at the pace of its own worse years.

Debt service, weak implementation, instability, climate shocks, capital flight or external shocks hold performance at the low end of realised experience. Note the limit: this band is drawn from recent history, so it does not represent a war, a default or a catastrophic climate event. Those are listed as named risks instead of being given a false number.

Not collapse. The low end of what this country has already survived — which is the point.

For Nigeria this is -2.4% a year per person, drawn from its own 15-year record (2011–2025), not from an outside view of what this country might do.

What it is good at

Clarity about what is load-bearing. The commitments that survive a bad decade are the ones with financing already closed and construction already started; everything at announcement stage is what disappears first. Disruption is the scenario that separates the two.

What it costs

Time. Gaps that would close inside the horizon move outside it, and a cohort passes through school, into work and into household formation while the conditions do not improve. That cost is paid by specific ages of specific people and is not recoverable later.

Who it reaches last

Nobody new is reached. The people this scenario hits first are those with the least buffer — households already spending most of their income on food, workers in rain-fed agriculture, and anyone whose access depends on a service that gets cut before it gets extended.

What it quietly assumes

That the bad years look like the bad years already in the record. It does NOT model war, sovereign default or a catastrophic climate event — those are outside any band built from realised history, and this platform names them as risks instead of giving them a number it cannot support.

How it is usually misread

Disruption is routinely read as the collapse case. It is the opposite: it is bounded by what has already happened, which makes it the most conservative of the three about how bad things could get.

Measure202620312036
Population (same in all scenarios)242.4m267.4m292.7m
Working-age population (15–64) (same in all scenarios)137.9m158.2m177.7m
Real GDP per capita$1,195$1,058$937
Electricity access63.5%65.8%67.9%
Internet use43.4%48.6%53.2%

GDP per capita paths are expressed in constant present-day dollars — a real-output path, not a forecast of prices or exchange rates. Population comes from the UN World Population Prospects and is carried through unchanged, which is why it does not vary between scenarios: ten-year demographic momentum is close to fixed.

Early signals

Thresholds derived from the model itself. You can check which band reality is tracking without waiting for us to tell you.

Real GDP per capita growth sustained above 2.86% for three consecutive yearsThe Acceleration band would be the better description of the decade.
Real GDP per capita growth below -2.4% for two consecutive yearsThe Disruption band would be the better description of the decade.
Electricity access above 69.6% by 2031 (momentum path reaches 67.4%)Energy access is running ahead of the momentum path.
Internet use above 56.8% by 2031 (momentum path reaches 52.1%)Digital foundations are running ahead of the momentum path.

Lived experience

What the projected numbers would mean for ten representative situations. Not predictions, and not stories about real people.

Momentum · 2036

What the projected numbers would mean, taken together, for ten representative situations under Momentum in 2036. These are not predictions and not stories about real people. Each one states the evidence it rests on, the assumptions it makes, and who the improvement would miss.

A young person entering the workforce

Roughly 39.8 million more people reach working age between 2026 and 2036. They enter a labour market where 5.3% of 15–24s were already counted as unemployed in 2025, and where 34% of all work is in agriculture (2025). Under Momentum, internet use moves from 41% to 59% — a materially larger share of this cohort can reach work, training and customers beyond walking distance. With tertiary enrolment at 9.7%, most will not pass through formal higher education, so what they can do at 25 is set by what employers and informal apprenticeship actually teach — not by universities.

Better if

Technical training is aligned to what employers actually hire for, and the evidence on which courses lead to work is published.

Worse if

The cohort arrives faster than jobs, training places or electricity, in which case a demographic dividend becomes a grievance.

Who this misses

Young people outside the main urban labour markets, for whom the national average conceals a much thinner set of options.

Assumptions and evidence
  • Working-age population follows the UN World Population Prospects projection, unchanged.
  • Youth unemployment is an ILO modelled estimate and understates underemployment in largely informal labour markets.
  • Connectivity gains are assumed to reach young people at least as fast as the population average — historically optimistic.
Population aged 0–14 40.5% · 2025Youth unemployment, 15–24 (ILO modelled) 5.3% · 2025School enrolment, tertiary (gross) 9.7% · 2011Employment in agriculture 33.5% · 2025Individuals using the internet 41.2% · 2024

A small-business owner

Electricity access moves from 63% of the population (2024) to 71% by 2036 under Momentum. That measures connections, not hours of supply: a workshop counted as served may still be waiting on power for part of the day, and this platform holds no outage or tariff data for it. Domestic credit to the private sector stood at 9.6% of GDP in 2022, which is thin by any comparison. Plausible implication, not measured: a credit-to-GDP ratio this low is consistent with borrowing being hard for small firms, but the ratio is an aggregate and cannot show which firms were refused or why. A firm-level credit survey would establish it. 63% of people aged 15 and over held an account at a bank or other financial institution, or personally used a mobile-money service, in 2024. Mobile money is counted. Plausible implication, not measured: account records are the kind of evidence a lender can price risk against, so widening ownership could open borrowing to traders without land title. Nothing in this platform measures whether that has happened here — lender practice, or credit-bureau coverage, would show it. Average output per person in the surrounding market moves from $1,224 to $1,256 a year. That is a national mean and does not identify whose income changed.

Better if

Collateral registries, insolvency procedure and payment rails are fixed before credit is subsidised.

Worse if

Credit is expanded into a weak enforcement system, producing bad loans rather than businesses.

Who this misses

Unregistered traders, who are the majority of businesses in most of these economies and are invisible to both the credit statistics and the policies built on them.

Assumptions and evidence
  • GDP per capita is expressed in constant present-day dollars and describes average output, not the income of any particular household.
  • Electricity access measures connection, not hours of supply or price. A connected business with eight-hour outages is counted as served.
  • Domestic credit to the private sector is a stock ratio. It does not distinguish lending to large firms from lending to small ones, and most of the businesses this situation describes are unregistered and outside it entirely.
Access to electricity 62.5% · 2024Domestic credit to private sector 9.6% · 2022Account at a bank or mobile-money provider, age 15+ 63.3% · 2024GDP per capita $1,224 · 2025

A farmer or food producer

34% of the country's workers were in agriculture in 2025. Cereal yields averaged 1,558 kg per hectare — well below what the same seed achieves with reliable inputs, water and storage, so the largest available productivity gain is not a new technology but the ordinary one already used elsewhere. By 2036, 71% of the population has electricity under Momentum — the precondition for irrigation pumps, cold storage and anything that stops a harvest rotting between field and market. 59% internet use puts price information, weather and pest identification within reach of a phone, for those who have one and can afford data. Undernourishment affected 19.9% of people in 2023: food exists in the region and cannot affordably be moved, which is a roads and storage problem more than a farming one.

Better if

Investment goes into what happens after harvest — storage, roads, cold chain, market information — not only into what happens before it.

Worse if

A multi-season drought arrives, which no band on this platform models, or input costs rise faster than farmgate prices.

Who this misses

Rain-fed smallholders without irrigation, who feel a bad season first and hardest, and women farmers, who in most of these countries hold weaker land tenure and less access to credit.

Assumptions and evidence
  • National electricity and connectivity projections are applied to a rural situation, though rural access consistently lags the national figure.
  • Yield gaps are treated as closeable with existing technology; that assumes input supply, credit and extension services that may not exist.
Employment in agriculture 33.5% · 2025Cereal yield 1,558 kg/ha · 2024Prevalence of undernourishment 19.9% · 2023Freshwater withdrawal as share of available resources 9.7% · 2022

A healthcare worker, and a patient

There were 3.8 physicians per 10,000 people in 2023. The population they serve grows by 50.3 million between 2026 and 2036, so holding the current ratio requires training and retaining staff at that rate merely to stand still. Electricity reaching 71% by 2036 under Momentum is what makes a vaccine cold chain, a functioning theatre and a night-time delivery possible outside the largest towns. Out-of-pocket payments were 72% of health spending in 2023, so illness converts into debt and sold assets — one of the most common routes back into poverty for families that had climbed out of it. Under-five mortality stood at 115.6 per 1,000 live births (2024). 30% of people had safely managed drinking water (2024), which decides how much of the clinical load is preventable in the first place.

Better if

Health financing moves toward pooled, prepaid arrangements, and task-shifting is supported by law rather than tolerated informally.

Worse if

Trained clinicians emigrate faster than they are replaced, or external health financing contracts.

Who this misses

People in rural districts and informal settlements, where the physician ratio is a fraction of the national figure, and anyone whose care is rationed by ability to pay at the point of service.

Assumptions and evidence
  • Workforce density is a national average; it conceals extreme concentration in capital cities.
  • This platform holds no projection for health workforce or financing — only the current position against a projected population.
Physicians per 1,000 people 0.38 / 1,000 · 2023Out-of-pocket health expenditure 71.9% · 2023Under-5 mortality rate 115.6 / 1,000 · 2024Safely managed drinking water 29.9% · 2024

A teacher, and a student

The school-age population grows with a national population rising by 50.3 million to 2036. Gross secondary enrolment was 46.9% in 2023 and tertiary 9.7%. Government spent 0.3% of GDP on education in 2023. Under Momentum, 71% of households have electricity by 2036 — which is when homework after dark stops being a privilege. 59% internet use makes digital material reachable for that share of students, and no more; 41% of the population remains outside it. Adult literacy at 70% (2024) means many of these students cannot be helped with schoolwork at home, whatever the school does.

Better if

Electricity and connectivity reach schools ahead of the national average rather than behind it, and teacher supply grows with enrolment.

Worse if

Enrolment expands faster than teachers are trained, converting access gains into larger classes and weaker learning.

Who this misses

Girls in regions where secondary completion diverges sharply by gender, and children in households where the opportunity cost of school attendance is immediate income.

Assumptions and evidence
  • Gross enrolment ratios can exceed 100% and include students outside the standard age range; they measure participation, not learning.
  • This platform holds no measure of learning outcomes, teacher supply or classroom quality — a substantial gap in describing education.
School enrolment, secondary (gross) 46.9% · 2023School enrolment, tertiary (gross) 9.7% · 2011Government expenditure on education 0.3% · 2023Adult literacy rate 70.4% · 2024

A creative entrepreneur

By 2036 under Momentum, roughly 171.5 million people in this country are online — the domestic audience reachable without leaving it. That is up from about 41% of the population in 2024 to 59%. 63% of people aged 15 and over held a bank or mobile-money account in 2024, so being paid directly by that audience is mechanically possible for most of it. A population where 41% were under 15 in 2025 is, within this horizon, an unusually young consumer market for music, film, fashion and games. Production still depends on power: 71% household electricity access by 2036 sets how far studios, editing and streaming can spread beyond the main city.

Better if

Payment rails work across borders and royalties are collected and enforced domestically rather than captured offshore.

Worse if

Data costs stay high relative to income, or distribution platforms owned elsewhere capture the value created here.

Who this misses

Creators working in languages the major platforms do not support well, and anyone without a device capable of running current tools.

Assumptions and evidence
  • Domestic reach is calculated as projected internet use multiplied by projected population. It counts people who can technically be reached, not an audience.
  • This platform has now reviewed 2 creative-economy documents for this country. None of them measures individual earnings, so this situation still rests on reach and payment infrastructure, not on income.
Individuals using the internet 41.2% · 2024Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Population aged 0–14 40.5% · 2025

Someone who makes and sells things — cloth, furniture, beadwork, beauty

This is the part of the creative economy that is made by hand and sold in person, and it is the part official statistics see least. 2 documents have been reviewed for this country. A financing or policy programme is recorded here. Its terms reach registered businesses; unregistered makers are outside it by design. 63% of people aged 15 and over held a bank or mobile-money account in 2024. Being paid without cash is therefore possible for part of the market and not the rest. Projected internet use of 59% by 2036 sets how much of the selling can happen beyond the physical market. Power at 71% household access decides whether a workshop can run a machine, a kiln or a cold chain outside the main city.

Better if

A registration or support scheme reaches unregistered makers instead of only formal firms, and payment and delivery costs fall faster than import competition rises.

Worse if

Formalisation arrives as a licensing cost before it arrives as access to finance, or cheap imported substitutes reach the urban market before domestic producers can supply it.

Who this misses

Makers outside the main urban markets, those without an account or a smartphone, and the large majority whose businesses are not registered and therefore invisible to every programme recorded here.

Assumptions and evidence
  • Handmade and small-workshop production is largely informal and largely unmeasured. Nothing here is an estimate of the sector's size, and this platform does not have one for this country.
  • Account ownership, internet use and electricity access are used as conditions for trading, not as measures of creative income. No reviewed source in this country reports what makers earn.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Individuals using the internet 41.2% · 2024Access to electricity 62.5% · 2024

A trader using regional markets

This country sits inside ECOWAS. AfCFTA has been signed by every African Union member state except Eritrea, but tariff schedules, rules of origin and customs practice — not the treaty — decide whether a small consignment moves more cheaply in 2036 than it does today. 63% of people aged 15 and over held a bank or mobile-money account in 2024 — the share able to settle across a border without carrying cash.

Better if

Rules of origin are agreed on contested product lines and applied at national customs, not just gazetted.

Worse if

Regional blocs fragment further, or preferential tariffs remain unimplemented at the border despite ratification.

Who this misses

Small cross-border traders, disproportionately women, who operate below the threshold at which formal preferential regimes are usable at all.

Assumptions and evidence
  • Trade openness is a national accounts ratio and says nothing about the cost or time of a specific border crossing.
  • This platform holds no country-level data on intra-African trade share, non-tariff barriers or border clearance times — the measures that would matter most here.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024

A family in a growing city

Urban population was growing 3.3% a year in 2025, doubling roughly every 21 years. On the projected population, of the order of 32.1 million additional people are living in this country's towns and cities by 2036. 48% of urban residents were in informal settlements in 2022 — housing built faster than it was serviced. 30% of people had safely managed drinking water (2024). Under Momentum, 71% of the population has electricity by 2036. The decisions that determine whether this family's commute is one hour or three — where roads, water mains and drainage go, and which land is reserved before it is built on — are being made now, and are expensive to reverse afterwards.

Better if

Land for roads, water mains and drainage is bought and reserved before settlement arrives — the cheapest infrastructure decision available and the one most often skipped.

Worse if

Growth outpaces servicing, in which case today's new neighbourhoods become the next decade's retrofit problem at many times the cost.

Who this misses

Renters and residents without secure tenure, who bear eviction risk and are usually the first displaced when upgrading finally arrives.

Assumptions and evidence
  • Urban share is held constant when estimating additional urban residents; in practice it is rising, so this is a conservative figure.
  • This platform holds no city-level data. National averages conceal very large differences between a capital and a secondary town.
Urban population 63.8% · 2025Urban population growth 3.3% · 2025Population living in slums 48.5% · 2022Safely managed drinking water 29.9% · 2024

A citizen dealing with government

Government effectiveness scored -1 in 2024 on a scale running roughly −2.5 to +2.5. With 59% internet use by 2036 under Momentum, permits, payments, registrations and records can plausibly be handled without a physical queue for that share of the population — the most tangible improvement most citizens would actually notice. Voice and accountability scored -0.7 (2024). The same identity systems, registries and monitoring capability that shorten a queue are also what surveillance is built from, and the measures that would constrain misuse currently score in the lower band. Both outcomes are live and depend on choices not yet made.

Better if

Digital public infrastructure is built with data protection law, independent oversight and offline fallbacks from the start.

Worse if

Identity and payment systems become a precondition for services before coverage is universal, excluding people from entitlements they already hold.

Who this misses

People without formal identity documents, who are disproportionately rural, poor, migrant or stateless — and who are excluded twice when services move online.

Assumptions and evidence
  • Governance indicators are perception-based composites. They signal direction and relative position, not measured administrative performance.
  • Connectivity is assumed to be usable for government services; in practice affordability, literacy and identity documentation each gate access again.
Government effectiveness -1.01 · 2024Voice and accountability -0.73 · 2024

A member of the diaspora weighing return or investment

Remittances were 7.8% of GDP in 2025, against foreign direct investment at 1.4% — meaning money sent home by citizens abroad is already larger than foreign investment, and arrives in household hands without conditions. Under Momentum, real output per person moves from $1,224 (2025) to $1,256 by 2036, about 0.2% a year. By 2036, 71% electricity access and 59% internet use set what can actually be operated on the ground. Rule of law scored -1 (2024), which is the measure that most often decides whether a diaspora investor commits capital rather than only sending support.

Better if

Property registration, repatriation of profits and dispute resolution are made predictable — the three things that convert diaspora sentiment into diaspora capital.

Worse if

Currency controls or an unpredictable tax treatment of returning residents make commitment more expensive than continued remittance.

Who this misses

Diaspora members without capital to invest, whose contribution is already the largest single external flow and who are rarely the audience for investment policy.

Assumptions and evidence
  • GDP per capita paths are in constant present-day dollars and assume no exchange-rate or price forecast.
  • Remittance ratios are balance-of-payments estimates and exclude informal channels, which are substantial in most of these countries.
Personal remittances received 7.8% · 2025Foreign direct investment, net inflows 1.4% · 2025GDP per capita $1,224 · 2025Rule of law -1.01 · 2024

Acceleration · 2036

What the projected numbers would mean, taken together, for ten representative situations under Acceleration in 2036. These are not predictions and not stories about real people. Each one states the evidence it rests on, the assumptions it makes, and who the improvement would miss.

A young person entering the workforce

Roughly 39.8 million more people reach working age between 2026 and 2036. They enter a labour market where 5.3% of 15–24s were already counted as unemployed in 2025, and where 34% of all work is in agriculture (2025). Under Acceleration, internet use moves from 41% to 65% — a materially larger share of this cohort can reach work, training and customers beyond walking distance. With tertiary enrolment at 9.7%, most will not pass through formal higher education, so what they can do at 25 is set by what employers and informal apprenticeship actually teach — not by universities.

Better if

Technical training is aligned to what employers actually hire for, and the evidence on which courses lead to work is published.

Worse if

The cohort arrives faster than jobs, training places or electricity, in which case a demographic dividend becomes a grievance.

Who this misses

Young people outside the main urban labour markets, for whom the national average conceals a much thinner set of options.

Assumptions and evidence
  • Working-age population follows the UN World Population Prospects projection, unchanged.
  • Youth unemployment is an ILO modelled estimate and understates underemployment in largely informal labour markets.
  • Connectivity gains are assumed to reach young people at least as fast as the population average — historically optimistic.
Population aged 0–14 40.5% · 2025Youth unemployment, 15–24 (ILO modelled) 5.3% · 2025School enrolment, tertiary (gross) 9.7% · 2011Employment in agriculture 33.5% · 2025Individuals using the internet 41.2% · 2024

A small-business owner

Electricity access moves from 63% of the population (2024) to 74% by 2036 under Acceleration. That measures connections, not hours of supply: a workshop counted as served may still be waiting on power for part of the day, and this platform holds no outage or tariff data for it. Domestic credit to the private sector stood at 9.6% of GDP in 2022, which is thin by any comparison. Plausible implication, not measured: a credit-to-GDP ratio this low is consistent with borrowing being hard for small firms, but the ratio is an aggregate and cannot show which firms were refused or why. A firm-level credit survey would establish it. 63% of people aged 15 and over held an account at a bank or other financial institution, or personally used a mobile-money service, in 2024. Mobile money is counted. Plausible implication, not measured: account records are the kind of evidence a lender can price risk against, so widening ownership could open borrowing to traders without land title. Nothing in this platform measures whether that has happened here — lender practice, or credit-bureau coverage, would show it. Average output per person in the surrounding market moves from $1,224 to $1,669 a year. That is a national mean and does not identify whose income changed.

Better if

Collateral registries, insolvency procedure and payment rails are fixed before credit is subsidised.

Worse if

Credit is expanded into a weak enforcement system, producing bad loans rather than businesses.

Who this misses

Unregistered traders, who are the majority of businesses in most of these economies and are invisible to both the credit statistics and the policies built on them.

Assumptions and evidence
  • GDP per capita is expressed in constant present-day dollars and describes average output, not the income of any particular household.
  • Electricity access measures connection, not hours of supply or price. A connected business with eight-hour outages is counted as served.
  • Domestic credit to the private sector is a stock ratio. It does not distinguish lending to large firms from lending to small ones, and most of the businesses this situation describes are unregistered and outside it entirely.
Access to electricity 62.5% · 2024Domestic credit to private sector 9.6% · 2022Account at a bank or mobile-money provider, age 15+ 63.3% · 2024GDP per capita $1,224 · 2025

A farmer or food producer

34% of the country's workers were in agriculture in 2025. Cereal yields averaged 1,558 kg per hectare — well below what the same seed achieves with reliable inputs, water and storage, so the largest available productivity gain is not a new technology but the ordinary one already used elsewhere. By 2036, 74% of the population has electricity under Acceleration — the precondition for irrigation pumps, cold storage and anything that stops a harvest rotting between field and market. 65% internet use puts price information, weather and pest identification within reach of a phone, for those who have one and can afford data. Undernourishment affected 19.9% of people in 2023: food exists in the region and cannot affordably be moved, which is a roads and storage problem more than a farming one.

Better if

Investment goes into what happens after harvest — storage, roads, cold chain, market information — not only into what happens before it.

Worse if

A multi-season drought arrives, which no band on this platform models, or input costs rise faster than farmgate prices.

Who this misses

Rain-fed smallholders without irrigation, who feel a bad season first and hardest, and women farmers, who in most of these countries hold weaker land tenure and less access to credit.

Assumptions and evidence
  • National electricity and connectivity projections are applied to a rural situation, though rural access consistently lags the national figure.
  • Yield gaps are treated as closeable with existing technology; that assumes input supply, credit and extension services that may not exist.
Employment in agriculture 33.5% · 2025Cereal yield 1,558 kg/ha · 2024Prevalence of undernourishment 19.9% · 2023Freshwater withdrawal as share of available resources 9.7% · 2022

A healthcare worker, and a patient

There were 3.8 physicians per 10,000 people in 2023. The population they serve grows by 50.3 million between 2026 and 2036, so holding the current ratio requires training and retaining staff at that rate merely to stand still. Electricity reaching 74% by 2036 under Acceleration is what makes a vaccine cold chain, a functioning theatre and a night-time delivery possible outside the largest towns. Out-of-pocket payments were 72% of health spending in 2023, so illness converts into debt and sold assets — one of the most common routes back into poverty for families that had climbed out of it. Under-five mortality stood at 115.6 per 1,000 live births (2024). 30% of people had safely managed drinking water (2024), which decides how much of the clinical load is preventable in the first place.

Better if

Health financing moves toward pooled, prepaid arrangements, and task-shifting is supported by law rather than tolerated informally.

Worse if

Trained clinicians emigrate faster than they are replaced, or external health financing contracts.

Who this misses

People in rural districts and informal settlements, where the physician ratio is a fraction of the national figure, and anyone whose care is rationed by ability to pay at the point of service.

Assumptions and evidence
  • Workforce density is a national average; it conceals extreme concentration in capital cities.
  • This platform holds no projection for health workforce or financing — only the current position against a projected population.
Physicians per 1,000 people 0.38 / 1,000 · 2023Out-of-pocket health expenditure 71.9% · 2023Under-5 mortality rate 115.6 / 1,000 · 2024Safely managed drinking water 29.9% · 2024

A teacher, and a student

The school-age population grows with a national population rising by 50.3 million to 2036. Gross secondary enrolment was 46.9% in 2023 and tertiary 9.7%. Government spent 0.3% of GDP on education in 2023. Under Acceleration, 74% of households have electricity by 2036 — which is when homework after dark stops being a privilege. 65% internet use makes digital material reachable for that share of students, and no more; 35% of the population remains outside it. Adult literacy at 70% (2024) means many of these students cannot be helped with schoolwork at home, whatever the school does.

Better if

Electricity and connectivity reach schools ahead of the national average rather than behind it, and teacher supply grows with enrolment.

Worse if

Enrolment expands faster than teachers are trained, converting access gains into larger classes and weaker learning.

Who this misses

Girls in regions where secondary completion diverges sharply by gender, and children in households where the opportunity cost of school attendance is immediate income.

Assumptions and evidence
  • Gross enrolment ratios can exceed 100% and include students outside the standard age range; they measure participation, not learning.
  • This platform holds no measure of learning outcomes, teacher supply or classroom quality — a substantial gap in describing education.
School enrolment, secondary (gross) 46.9% · 2023School enrolment, tertiary (gross) 9.7% · 2011Government expenditure on education 0.3% · 2023Adult literacy rate 70.4% · 2024

A creative entrepreneur

By 2036 under Acceleration, roughly 190.9 million people in this country are online — the domestic audience reachable without leaving it. That is up from about 41% of the population in 2024 to 65%. 63% of people aged 15 and over held a bank or mobile-money account in 2024, so being paid directly by that audience is mechanically possible for most of it. A population where 41% were under 15 in 2025 is, within this horizon, an unusually young consumer market for music, film, fashion and games. Production still depends on power: 74% household electricity access by 2036 sets how far studios, editing and streaming can spread beyond the main city.

Better if

Payment rails work across borders and royalties are collected and enforced domestically rather than captured offshore.

Worse if

Data costs stay high relative to income, or distribution platforms owned elsewhere capture the value created here.

Who this misses

Creators working in languages the major platforms do not support well, and anyone without a device capable of running current tools.

Assumptions and evidence
  • Domestic reach is calculated as projected internet use multiplied by projected population. It counts people who can technically be reached, not an audience.
  • This platform has now reviewed 2 creative-economy documents for this country. None of them measures individual earnings, so this situation still rests on reach and payment infrastructure, not on income.
Individuals using the internet 41.2% · 2024Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Population aged 0–14 40.5% · 2025

Someone who makes and sells things — cloth, furniture, beadwork, beauty

This is the part of the creative economy that is made by hand and sold in person, and it is the part official statistics see least. 2 documents have been reviewed for this country. A financing or policy programme is recorded here. Its terms reach registered businesses; unregistered makers are outside it by design. 63% of people aged 15 and over held a bank or mobile-money account in 2024. Being paid without cash is therefore possible for part of the market and not the rest. Projected internet use of 65% by 2036 sets how much of the selling can happen beyond the physical market. Power at 74% household access decides whether a workshop can run a machine, a kiln or a cold chain outside the main city.

Better if

A registration or support scheme reaches unregistered makers instead of only formal firms, and payment and delivery costs fall faster than import competition rises.

Worse if

Formalisation arrives as a licensing cost before it arrives as access to finance, or cheap imported substitutes reach the urban market before domestic producers can supply it.

Who this misses

Makers outside the main urban markets, those without an account or a smartphone, and the large majority whose businesses are not registered and therefore invisible to every programme recorded here.

Assumptions and evidence
  • Handmade and small-workshop production is largely informal and largely unmeasured. Nothing here is an estimate of the sector's size, and this platform does not have one for this country.
  • Account ownership, internet use and electricity access are used as conditions for trading, not as measures of creative income. No reviewed source in this country reports what makers earn.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Individuals using the internet 41.2% · 2024Access to electricity 62.5% · 2024

A trader using regional markets

This country sits inside ECOWAS. AfCFTA has been signed by every African Union member state except Eritrea, but tariff schedules, rules of origin and customs practice — not the treaty — decide whether a small consignment moves more cheaply in 2036 than it does today. 63% of people aged 15 and over held a bank or mobile-money account in 2024 — the share able to settle across a border without carrying cash.

Better if

Rules of origin are agreed on contested product lines and applied at national customs, not just gazetted.

Worse if

Regional blocs fragment further, or preferential tariffs remain unimplemented at the border despite ratification.

Who this misses

Small cross-border traders, disproportionately women, who operate below the threshold at which formal preferential regimes are usable at all.

Assumptions and evidence
  • Trade openness is a national accounts ratio and says nothing about the cost or time of a specific border crossing.
  • This platform holds no country-level data on intra-African trade share, non-tariff barriers or border clearance times — the measures that would matter most here.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024

A family in a growing city

Urban population was growing 3.3% a year in 2025, doubling roughly every 21 years. On the projected population, of the order of 32.1 million additional people are living in this country's towns and cities by 2036. 48% of urban residents were in informal settlements in 2022 — housing built faster than it was serviced. 30% of people had safely managed drinking water (2024). Under Acceleration, 74% of the population has electricity by 2036. The decisions that determine whether this family's commute is one hour or three — where roads, water mains and drainage go, and which land is reserved before it is built on — are being made now, and are expensive to reverse afterwards.

Better if

Land for roads, water mains and drainage is bought and reserved before settlement arrives — the cheapest infrastructure decision available and the one most often skipped.

Worse if

Growth outpaces servicing, in which case today's new neighbourhoods become the next decade's retrofit problem at many times the cost.

Who this misses

Renters and residents without secure tenure, who bear eviction risk and are usually the first displaced when upgrading finally arrives.

Assumptions and evidence
  • Urban share is held constant when estimating additional urban residents; in practice it is rising, so this is a conservative figure.
  • This platform holds no city-level data. National averages conceal very large differences between a capital and a secondary town.
Urban population 63.8% · 2025Urban population growth 3.3% · 2025Population living in slums 48.5% · 2022Safely managed drinking water 29.9% · 2024

A citizen dealing with government

Government effectiveness scored -1 in 2024 on a scale running roughly −2.5 to +2.5. With 65% internet use by 2036 under Acceleration, permits, payments, registrations and records can plausibly be handled without a physical queue for that share of the population — the most tangible improvement most citizens would actually notice. Voice and accountability scored -0.7 (2024). The same identity systems, registries and monitoring capability that shorten a queue are also what surveillance is built from, and the measures that would constrain misuse currently score in the lower band. Both outcomes are live and depend on choices not yet made.

Better if

Digital public infrastructure is built with data protection law, independent oversight and offline fallbacks from the start.

Worse if

Identity and payment systems become a precondition for services before coverage is universal, excluding people from entitlements they already hold.

Who this misses

People without formal identity documents, who are disproportionately rural, poor, migrant or stateless — and who are excluded twice when services move online.

Assumptions and evidence
  • Governance indicators are perception-based composites. They signal direction and relative position, not measured administrative performance.
  • Connectivity is assumed to be usable for government services; in practice affordability, literacy and identity documentation each gate access again.
Government effectiveness -1.01 · 2024Voice and accountability -0.73 · 2024

A member of the diaspora weighing return or investment

Remittances were 7.8% of GDP in 2025, against foreign direct investment at 1.4% — meaning money sent home by citizens abroad is already larger than foreign investment, and arrives in household hands without conditions. Under Acceleration, real output per person moves from $1,224 (2025) to $1,669 by 2036, about 2.9% a year. By 2036, 74% electricity access and 65% internet use set what can actually be operated on the ground. Rule of law scored -1 (2024), which is the measure that most often decides whether a diaspora investor commits capital rather than only sending support.

Better if

Property registration, repatriation of profits and dispute resolution are made predictable — the three things that convert diaspora sentiment into diaspora capital.

Worse if

Currency controls or an unpredictable tax treatment of returning residents make commitment more expensive than continued remittance.

Who this misses

Diaspora members without capital to invest, whose contribution is already the largest single external flow and who are rarely the audience for investment policy.

Assumptions and evidence
  • GDP per capita paths are in constant present-day dollars and assume no exchange-rate or price forecast.
  • Remittance ratios are balance-of-payments estimates and exclude informal channels, which are substantial in most of these countries.
Personal remittances received 7.8% · 2025Foreign direct investment, net inflows 1.4% · 2025GDP per capita $1,224 · 2025Rule of law -1.01 · 2024

Disruption · 2036

What the projected numbers would mean, taken together, for ten representative situations under Disruption in 2036. These are not predictions and not stories about real people. Each one states the evidence it rests on, the assumptions it makes, and who the improvement would miss.

A young person entering the workforce

Roughly 39.8 million more people reach working age between 2026 and 2036. They enter a labour market where 5.3% of 15–24s were already counted as unemployed in 2025, and where 34% of all work is in agriculture (2025). Under Disruption, internet use moves from 41% to 53% — a modest widening, meaning connectivity remains a sorting mechanism rather than a leveller. With tertiary enrolment at 9.7%, most will not pass through formal higher education, so what they can do at 25 is set by what employers and informal apprenticeship actually teach — not by universities.

Better if

Technical training is aligned to what employers actually hire for, and the evidence on which courses lead to work is published.

Worse if

The cohort arrives faster than jobs, training places or electricity, in which case a demographic dividend becomes a grievance.

Who this misses

Young people outside the main urban labour markets, for whom the national average conceals a much thinner set of options.

Assumptions and evidence
  • Working-age population follows the UN World Population Prospects projection, unchanged.
  • Youth unemployment is an ILO modelled estimate and understates underemployment in largely informal labour markets.
  • Connectivity gains are assumed to reach young people at least as fast as the population average — historically optimistic.
Population aged 0–14 40.5% · 2025Youth unemployment, 15–24 (ILO modelled) 5.3% · 2025School enrolment, tertiary (gross) 9.7% · 2011Employment in agriculture 33.5% · 2025Individuals using the internet 41.2% · 2024

A small-business owner

Electricity access moves from 63% of the population (2024) to 68% by 2036 under Disruption. That measures connections, not hours of supply: a workshop counted as served may still be waiting on power for part of the day, and this platform holds no outage or tariff data for it. Domestic credit to the private sector stood at 9.6% of GDP in 2022, which is thin by any comparison. Plausible implication, not measured: a credit-to-GDP ratio this low is consistent with borrowing being hard for small firms, but the ratio is an aggregate and cannot show which firms were refused or why. A firm-level credit survey would establish it. 63% of people aged 15 and over held an account at a bank or other financial institution, or personally used a mobile-money service, in 2024. Mobile money is counted. Plausible implication, not measured: account records are the kind of evidence a lender can price risk against, so widening ownership could open borrowing to traders without land title. Nothing in this platform measures whether that has happened here — lender practice, or credit-bureau coverage, would show it. Average output per person in the surrounding market moves from $1,224 to $937 a year. That is a national mean and does not identify whose income changed.

Better if

Collateral registries, insolvency procedure and payment rails are fixed before credit is subsidised.

Worse if

Credit is expanded into a weak enforcement system, producing bad loans rather than businesses.

Who this misses

Unregistered traders, who are the majority of businesses in most of these economies and are invisible to both the credit statistics and the policies built on them.

Assumptions and evidence
  • GDP per capita is expressed in constant present-day dollars and describes average output, not the income of any particular household.
  • Electricity access measures connection, not hours of supply or price. A connected business with eight-hour outages is counted as served.
  • Domestic credit to the private sector is a stock ratio. It does not distinguish lending to large firms from lending to small ones, and most of the businesses this situation describes are unregistered and outside it entirely.
Access to electricity 62.5% · 2024Domestic credit to private sector 9.6% · 2022Account at a bank or mobile-money provider, age 15+ 63.3% · 2024GDP per capita $1,224 · 2025

A farmer or food producer

34% of the country's workers were in agriculture in 2025. Cereal yields averaged 1,558 kg per hectare — well below what the same seed achieves with reliable inputs, water and storage, so the largest available productivity gain is not a new technology but the ordinary one already used elsewhere. By 2036, 68% of the population has electricity under Disruption — the precondition for irrigation pumps, cold storage and anything that stops a harvest rotting between field and market. 53% internet use puts price information, weather and pest identification within reach of a phone, for those who have one and can afford data. Undernourishment affected 19.9% of people in 2023: food exists in the region and cannot affordably be moved, which is a roads and storage problem more than a farming one.

Better if

Investment goes into what happens after harvest — storage, roads, cold chain, market information — not only into what happens before it.

Worse if

A multi-season drought arrives, which no band on this platform models, or input costs rise faster than farmgate prices.

Who this misses

Rain-fed smallholders without irrigation, who feel a bad season first and hardest, and women farmers, who in most of these countries hold weaker land tenure and less access to credit.

Assumptions and evidence
  • National electricity and connectivity projections are applied to a rural situation, though rural access consistently lags the national figure.
  • Yield gaps are treated as closeable with existing technology; that assumes input supply, credit and extension services that may not exist.
Employment in agriculture 33.5% · 2025Cereal yield 1,558 kg/ha · 2024Prevalence of undernourishment 19.9% · 2023Freshwater withdrawal as share of available resources 9.7% · 2022

A healthcare worker, and a patient

There were 3.8 physicians per 10,000 people in 2023. The population they serve grows by 50.3 million between 2026 and 2036, so holding the current ratio requires training and retaining staff at that rate merely to stand still. Electricity reaching 68% by 2036 under Disruption is what makes a vaccine cold chain, a functioning theatre and a night-time delivery possible outside the largest towns. Out-of-pocket payments were 72% of health spending in 2023, so illness converts into debt and sold assets — one of the most common routes back into poverty for families that had climbed out of it. Under-five mortality stood at 115.6 per 1,000 live births (2024). 30% of people had safely managed drinking water (2024), which decides how much of the clinical load is preventable in the first place.

Better if

Health financing moves toward pooled, prepaid arrangements, and task-shifting is supported by law rather than tolerated informally.

Worse if

Trained clinicians emigrate faster than they are replaced, or external health financing contracts.

Who this misses

People in rural districts and informal settlements, where the physician ratio is a fraction of the national figure, and anyone whose care is rationed by ability to pay at the point of service.

Assumptions and evidence
  • Workforce density is a national average; it conceals extreme concentration in capital cities.
  • This platform holds no projection for health workforce or financing — only the current position against a projected population.
Physicians per 1,000 people 0.38 / 1,000 · 2023Out-of-pocket health expenditure 71.9% · 2023Under-5 mortality rate 115.6 / 1,000 · 2024Safely managed drinking water 29.9% · 2024

A teacher, and a student

The school-age population grows with a national population rising by 50.3 million to 2036. Gross secondary enrolment was 46.9% in 2023 and tertiary 9.7%. Government spent 0.3% of GDP on education in 2023. Under Disruption, 68% of households have electricity by 2036 — which is when homework after dark stops being a privilege. 53% internet use makes digital material reachable for that share of students, and no more; 47% of the population remains outside it. Adult literacy at 70% (2024) means many of these students cannot be helped with schoolwork at home, whatever the school does.

Better if

Electricity and connectivity reach schools ahead of the national average rather than behind it, and teacher supply grows with enrolment.

Worse if

Enrolment expands faster than teachers are trained, converting access gains into larger classes and weaker learning.

Who this misses

Girls in regions where secondary completion diverges sharply by gender, and children in households where the opportunity cost of school attendance is immediate income.

Assumptions and evidence
  • Gross enrolment ratios can exceed 100% and include students outside the standard age range; they measure participation, not learning.
  • This platform holds no measure of learning outcomes, teacher supply or classroom quality — a substantial gap in describing education.
School enrolment, secondary (gross) 46.9% · 2023School enrolment, tertiary (gross) 9.7% · 2011Government expenditure on education 0.3% · 2023Adult literacy rate 70.4% · 2024

A creative entrepreneur

By 2036 under Disruption, roughly 155.7 million people in this country are online — the domestic audience reachable without leaving it. That is up from about 41% of the population in 2024 to 53%. 63% of people aged 15 and over held a bank or mobile-money account in 2024, so being paid directly by that audience is mechanically possible for most of it. A population where 41% were under 15 in 2025 is, within this horizon, an unusually young consumer market for music, film, fashion and games. Production still depends on power: 68% household electricity access by 2036 sets how far studios, editing and streaming can spread beyond the main city.

Better if

Payment rails work across borders and royalties are collected and enforced domestically rather than captured offshore.

Worse if

Data costs stay high relative to income, or distribution platforms owned elsewhere capture the value created here.

Who this misses

Creators working in languages the major platforms do not support well, and anyone without a device capable of running current tools.

Assumptions and evidence
  • Domestic reach is calculated as projected internet use multiplied by projected population. It counts people who can technically be reached, not an audience.
  • This platform has now reviewed 2 creative-economy documents for this country. None of them measures individual earnings, so this situation still rests on reach and payment infrastructure, not on income.
Individuals using the internet 41.2% · 2024Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Population aged 0–14 40.5% · 2025

Someone who makes and sells things — cloth, furniture, beadwork, beauty

This is the part of the creative economy that is made by hand and sold in person, and it is the part official statistics see least. 2 documents have been reviewed for this country. A financing or policy programme is recorded here. Its terms reach registered businesses; unregistered makers are outside it by design. 63% of people aged 15 and over held a bank or mobile-money account in 2024. Being paid without cash is therefore possible for part of the market and not the rest. Projected internet use of 53% by 2036 sets how much of the selling can happen beyond the physical market. Power at 68% household access decides whether a workshop can run a machine, a kiln or a cold chain outside the main city.

Better if

A registration or support scheme reaches unregistered makers instead of only formal firms, and payment and delivery costs fall faster than import competition rises.

Worse if

Formalisation arrives as a licensing cost before it arrives as access to finance, or cheap imported substitutes reach the urban market before domestic producers can supply it.

Who this misses

Makers outside the main urban markets, those without an account or a smartphone, and the large majority whose businesses are not registered and therefore invisible to every programme recorded here.

Assumptions and evidence
  • Handmade and small-workshop production is largely informal and largely unmeasured. Nothing here is an estimate of the sector's size, and this platform does not have one for this country.
  • Account ownership, internet use and electricity access are used as conditions for trading, not as measures of creative income. No reviewed source in this country reports what makers earn.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Individuals using the internet 41.2% · 2024Access to electricity 62.5% · 2024

A trader using regional markets

This country sits inside ECOWAS. AfCFTA has been signed by every African Union member state except Eritrea, but tariff schedules, rules of origin and customs practice — not the treaty — decide whether a small consignment moves more cheaply in 2036 than it does today. 63% of people aged 15 and over held a bank or mobile-money account in 2024 — the share able to settle across a border without carrying cash.

Better if

Rules of origin are agreed on contested product lines and applied at national customs, not just gazetted.

Worse if

Regional blocs fragment further, or preferential tariffs remain unimplemented at the border despite ratification.

Who this misses

Small cross-border traders, disproportionately women, who operate below the threshold at which formal preferential regimes are usable at all.

Assumptions and evidence
  • Trade openness is a national accounts ratio and says nothing about the cost or time of a specific border crossing.
  • This platform holds no country-level data on intra-African trade share, non-tariff barriers or border clearance times — the measures that would matter most here.
Account at a bank or mobile-money provider, age 15+ 63.3% · 2024

A family in a growing city

Urban population was growing 3.3% a year in 2025, doubling roughly every 21 years. On the projected population, of the order of 32.1 million additional people are living in this country's towns and cities by 2036. 48% of urban residents were in informal settlements in 2022 — housing built faster than it was serviced. 30% of people had safely managed drinking water (2024). Under Disruption, 68% of the population has electricity by 2036. The decisions that determine whether this family's commute is one hour or three — where roads, water mains and drainage go, and which land is reserved before it is built on — are being made now, and are expensive to reverse afterwards.

Better if

Land for roads, water mains and drainage is bought and reserved before settlement arrives — the cheapest infrastructure decision available and the one most often skipped.

Worse if

Growth outpaces servicing, in which case today's new neighbourhoods become the next decade's retrofit problem at many times the cost.

Who this misses

Renters and residents without secure tenure, who bear eviction risk and are usually the first displaced when upgrading finally arrives.

Assumptions and evidence
  • Urban share is held constant when estimating additional urban residents; in practice it is rising, so this is a conservative figure.
  • This platform holds no city-level data. National averages conceal very large differences between a capital and a secondary town.
Urban population 63.8% · 2025Urban population growth 3.3% · 2025Population living in slums 48.5% · 2022Safely managed drinking water 29.9% · 2024

A citizen dealing with government

Government effectiveness scored -1 in 2024 on a scale running roughly −2.5 to +2.5. With 53% internet use by 2036 under Disruption, permits, payments, registrations and records can plausibly be handled without a physical queue for that share of the population — the most tangible improvement most citizens would actually notice. Voice and accountability scored -0.7 (2024). The same identity systems, registries and monitoring capability that shorten a queue are also what surveillance is built from, and the measures that would constrain misuse currently score in the lower band. Both outcomes are live and depend on choices not yet made.

Better if

Digital public infrastructure is built with data protection law, independent oversight and offline fallbacks from the start.

Worse if

Identity and payment systems become a precondition for services before coverage is universal, excluding people from entitlements they already hold.

Who this misses

People without formal identity documents, who are disproportionately rural, poor, migrant or stateless — and who are excluded twice when services move online.

Assumptions and evidence
  • Governance indicators are perception-based composites. They signal direction and relative position, not measured administrative performance.
  • Connectivity is assumed to be usable for government services; in practice affordability, literacy and identity documentation each gate access again.
Government effectiveness -1.01 · 2024Voice and accountability -0.73 · 2024

A member of the diaspora weighing return or investment

Remittances were 7.8% of GDP in 2025, against foreign direct investment at 1.4% — meaning money sent home by citizens abroad is already larger than foreign investment, and arrives in household hands without conditions. Under Disruption, real output per person moves from $1,224 (2025) to $937 by 2036, about -2.4% a year. By 2036, 68% electricity access and 53% internet use set what can actually be operated on the ground. Rule of law scored -1 (2024), which is the measure that most often decides whether a diaspora investor commits capital rather than only sending support.

Better if

Property registration, repatriation of profits and dispute resolution are made predictable — the three things that convert diaspora sentiment into diaspora capital.

Worse if

Currency controls or an unpredictable tax treatment of returning residents make commitment more expensive than continued remittance.

Who this misses

Diaspora members without capital to invest, whose contribution is already the largest single external flow and who are rarely the audience for investment policy.

Assumptions and evidence
  • GDP per capita paths are in constant present-day dollars and assume no exchange-rate or price forecast.
  • Remittance ratios are balance-of-payments estimates and exclude informal channels, which are substantial in most of these countries.
Personal remittances received 7.8% · 2025Foreign direct investment, net inflows 1.4% · 2025GDP per capita $1,224 · 2025Rule of law -1.01 · 2024

Structural forces the growth model cannot see

The quantitative band on this page extrapolates fifteen years of this country's own growth. It is defensible because it is narrow — and what it cannot see is anything those fifteen years did not contain. These are those things, assessed from evidence and deliberately not converted into numbers.

Political instability & conflict

Binding constraint

Political stability scored -2 in 2024, in the lowest band of the Worldwide Governance Indicators, with 3.5 million people internally displaced (2025). The distance between scenarios here is set by whether the security situation holds, not by economic policy. The modelled band, drawn from recent economic history, does not describe what further deterioration would mean.

Why the growth model cannot see this

Conflict does not appear in a trailing growth average until after it has already happened. A country at peace for fifteen years has no war in its variance.

Political stability and absence of violence -2 · 2024Internally displaced people 3.5m · 2025Refugees originating from this country (UNHCR mandate) 478,150 · 2025

Climate exposure & disaster risk

Binding constraint

166,000 new displacements from disasters were recorded in 2023. Freshwater withdrawals stood at 10% of renewable resources (2022). 34% of employment is in agriculture (2025). Climate is not an environmental topic here — it is the household income of most of the workforce, and a bad season is a nationwide wage cut.

Why the growth model cannot see this

Climate impact is non-linear and arrives as discrete events. A decade of trailing growth contains the droughts that happened, not the ones now becoming more likely.

Freshwater withdrawal as share of available resources 9.7% · 2022Employment in agriculture 33.5% · 2025New displacement associated with disasters 166,000 · 2023Prevalence of undernourishment 19.9% · 2023

Education & workforce capability

Binding constraint

Gross tertiary enrolment was 9.7% in 2011, with adult literacy at 70% (2024). A state cannot regulate, procure, audit or localise technologies it has too few people trained to understand. This constrains AI governance, energy planning and public administration simultaneously, and it takes a decade to change — which is exactly this platform's horizon.

Why the growth model cannot see this

Human capital compounds on a decade lag. The tertiary enrolment rate today sets the ceiling on what the state can regulate and what firms can build in 2036, and no growth average encodes that.

School enrolment, tertiary (gross) 9.7% · 2011School enrolment, secondary (gross) 46.9% · 2023Adult literacy rate 70.4% · 2024

Institutional capacity & regulatory reform

Binding constraint

Government effectiveness scored -1 in 2024, regulatory quality -0.6. On these perception-based measures, delivery capacity is the constraint that binds the others: the plans may be sound and still not arrive.

Why the growth model cannot see this

Implementation capacity is what separates an announced plan from a delivered one. It is the single largest reason infrastructure pipelines across this continent under-deliver, and it is invisible in output data.

Government effectiveness -1.01 · 2024Regulatory quality -0.63 · 2024Rule of law -1.01 · 2024

Energy availability

Material

63% of the population had electricity in 2024, and 24% in rural areas. Access is advancing but remains a real ceiling on industrial and digital ambition.

Why the growth model cannot see this

Electricity is a precondition, not an output. A growth average cannot express that a factory, clinic or data centre simply cannot be operated at all.

Access to electricity 62.5% · 2024Access to electricity, rural 23.5% · 2024

Population pressure & the youth cohort

Material

Population is projected to rise 20.8% by 2036 (242.4 million → 292.7 million). Services, housing and jobs must expand at that pace before any improvement in living standards registers.

Why the growth model cannot see this

Per-capita growth already nets out population, which hides the absolute scale of what must be built. A constant GDP per capita with a doubling population means twice the schools for the same living standard.

Population aged 0–14 40.5% · 2025

Health-system resilience

Material

There were 3.8 physicians per 10,000 people in 2023. Out-of-pocket payments were 72% of health spending (2023). A system this thin converts a health event into household debt and lost labour with no buffer in between.

Why the growth model cannot see this

A health shock removes labour and imposes costs simultaneously. Systems that were already thin absorb nothing, and the growth record of a decade without a pandemic says nothing about the next one.

Physicians per 1,000 people 0.38 / 1,000 · 2023Out-of-pocket health expenditure 71.9% · 2023Under-5 mortality rate 115.6 / 1,000 · 2024

Digital infrastructure

Material

41% of people used the internet in 2024, and 63% of adults held an account (2024). Enough reach for real services, not enough for universal ones.

Why the growth model cannot see this

Connectivity is a platform for other sectors rather than a sector itself. Its absence caps what health, education, finance and government can each become, in ways no aggregate growth figure separates out.

Individuals using the internet 41.2% · 2024Account at a bank or mobile-money provider, age 15+ 63.3% · 2024Fixed broadband subscriptions 0.1 / 100 · 2024

AI, automation & compute ownership

Material

One of the five markets holding effectively all of Africa's data centre capacity. That is a genuine advantage and a genuine responsibility: the terms of ownership, power supply and regulation set here determine whether neighbours gain a nearby alternative to offshore hosting, or simply a nearer landlord.

Why the growth model cannot see this

The economic value of AI accrues to whoever owns the compute, the models and the data. A national growth figure records output, not who captured it or where it was booked.

Individuals using the internet 41.2% · 2024Access to electricity 62.5% · 2024

Food & water systems

Material

Undernourishment affected 19.9% of the population in 2023, with food 11% of merchandise imports (2024).

Why the growth model cannot see this

Food security is a function of income and logistics as much as of harvests. Food usually exists in the region and cannot affordably be moved — a distribution failure that output data does not describe.

Prevalence of undernourishment 19.9% · 2023Cereal yield 1,558 kg/ha · 2024Food imports 11% · 2024

Commodity dependence

Watch

Natural resource rents were 9% of GDP in 2021 — present but not dominant.

Why the growth model cannot see this

The growth band averages across a commodity cycle, which flatters producers in a downswing and understates their exposure in an upswing. Price is set elsewhere and transmits to the budget within a quarter.

Total natural resources rents 8.6% · 2021

Urbanisation

Watch

Urban population was growing 3.3% a year in 2025, with 64% already urban.

Why the growth model cannot see this

Where people live determines what infrastructure is worth building. The decisions being made now about land, water mains and drainage are expensive to reverse and invisible in GDP.

Urban population growth 3.3% · 2025Urban population 63.8% · 2025Population living in slums 48.5% · 2022

Regional integration

Watch

Member of 1 regional body.

Why the growth model cannot see this

Market access changes the ceiling on what is worth producing. A trailing average is drawn from the market a country had, not the one a treaty may give it — or take away.

External & geopolitical influence

Watch

FDI was 1.4% of GDP, remittances 7.8%.

Why the growth model cannot see this

Financing terms, security partnerships and market access are set in other capitals. They change faster than a fifteen-year average can register, and they change most sharply for the countries with least leverage.

Foreign direct investment, net inflows 1.4% · 2025Personal remittances received 7.8% · 2025

Major infrastructure completion

Supportive

1 reviewed project has been commissioned and is in service — fixed points in any 2031 or 2036 scenario, not promises. 0 further are funded or under construction, and 1 announced but not yet financed.

Why the growth model cannot see this

A dam, port or corridor that has never existed contributes nothing to a trailing mean, then changes the economics of a whole region the year it is commissioned.

1 further forces assessed as not evident or unknown

Sovereign debt & fiscal distress

Unknown

Neither central government debt nor revenue is reported for this country — a significant gap, and a common one.

Why the growth model cannot see this

A default is a discontinuity. Trailing variance cannot contain an event that has not yet occurred, and debt service crowds out the spending that produces future growth long before any default.

What would invalidate the modelled band

Research depth and transparency

Deep country review Last reviewed 2026-07-27

Evidence across at least four of the five target areas, at least eight items, and at least one primary or official source.

Reviewed items13
Categories covered9 of 24
Target areas covered5 of 5
Primary or official sources8
Secondary or tertiary sources5
Verified items12
Unverified items1
Oldest source2023-03
Newest source2026-06

Reviewed country evidence

13 items across 9 categories, reviewed 2026-07-27. Every item carries a publisher, a date, a link and a delivery status. An announcement is not an asset — status is the field that matters most here.

Nigeria sits at the intersection of the continent's two largest physical bets this decade: the West African coastal corridor and the build-out of domestic compute.

Operational4Partially operational4Funded1Approved1Announced3 2 ageing sources
Debt & fiscal condition
Elections & political transition
Transport, logistics & corridors
Healthcare system
Education & skills
Data centres & connectivity
AI adoption, government & industry
Local-language technology
Creative & cultural industries
What the reviewed evidence implies

Nigeria has the landing stations, the campus announcements and the corridor endpoint. All three depend on something Nigeria has historically found harder than construction: reliable power and predictable delivery. The gap between announced and energised capacity is the most informative thing to watch to 2031.

Creative and cultural intelligence

2 creative-economy items. Each one states the measurement frame it was produced under. Frames are not interchangeable: the same country measured as "cultural industries", "creative industries" and "copyright industries" can differ by a factor of three, and figures from different frames must never be added, compared or averaged.

Why continental figures are not shown here

Africa-wide creative-economy statistics — UNESCO's fashion trade figures, UNCTAD's creative goods and services totals — exist and are held on this platform, in the continental systems layer. They are deliberately not repeated on any country page. An Africa-wide total divided by 54, or quoted beside a national flag, is the single most common way a creative-economy claim becomes false.

Readings

The platform's own interpretation of the evidence, set in serif and marked so it never reads as measurement. Each cites the values it fired on.

DriverInterpretation

Population is projected to rise from 242.4 million in 2026 to 292.7 million by 2036 — an additional 50.3 million people, 20.8% more than today. This is the most fixed variable in every scenario on this page: the people who will be adults in 2036 have already been born. What is genuinely uncertain is not how many there will be, but what they will have to work with.

Population (estimates & projections) 242431832 · 2026
DriverInterpretation

41% of the population was under 15 in 2025. That cohort reaches working age inside this platform's horizon. Whether it arrives as a dividend or a grievance is decided now, by school places, electricity, clinics and whether there is anything to do at eighteen — not by anything that happens in 2036.

Population aged 0–14 40.52 · 2025
RiskInterpretation

Gross tertiary enrolment was 9.7% in 2011. A country cannot regulate, procure, audit or localise technologies it has too few people trained to understand — this constrains AI adoption, energy planning and public administration simultaneously, and it takes a decade to fix, which is exactly this platform's horizon.

School enrolment, tertiary (gross) 9.742 · 2011
DriverInterpretation

63% of the population had access to electricity in 2024, falling to 24% in rural areas — roughly 90.9 million people without. Electricity is the constraint that sits underneath the others: without it, there is no cold chain for clinics, no irrigation pump, no evening study, no small workshop, and certainly no data centre. Every optimistic scenario for this country runs through this number.

Access to electricity 62.5 · 2024Access to electricity, rural 23.5 · 2024
RiskInterpretation

26% of the population had access to clean cooking fuels in 2023. Household air pollution is one of the largest and least-discussed health burdens on the continent, and it falls disproportionately on women and young children who spend the most hours near the fire.

Access to clean cooking fuels 26.2 · 2023
OpportunityInterpretation

Renewables were 80% of final energy consumption in 2021 — though at this level the figure largely reflects traditional biomass, not modern renewable generation. Read it as a statement about what people currently burn, and about how much modern capacity could be added without displacing existing fossil infrastructure, rather than as an achievement.

Renewable energy consumption 80.3 · 2021Access to electricity 62.5 · 2024
DriverInterpretation

41% of people used the internet in 2024, against 71 mobile subscriptions per 100 people (2024). Owning a phone and being genuinely online are different things. The distance between them is affordable data, a device that runs modern software, power to charge it, and content in a language you read. That distance decides who any AI deployment reaches.

Individuals using the internet 41.211 · 2024Mobile cellular subscriptions 70.762 · 2024
OpportunityInterpretation

63% of people aged 15 and over held an account at a bank or other financial institution, or personally used a mobile-money service, in 2024. Mobile money is counted in that figure, and in much of Africa it is most of it. Plausible implication, not measured: ownership at this level is the layer on which credit scoring, insurance, instant payments and cross-border settlement could be built. Whether any of those have been built on it here is not measured by this series; a supervisory or payment-system report would show it.

Account at a bank or mobile-money provider, age 15+ 63.261 · 2024
RiskInterpretation

Research and development spending was 0.3% of GDP in 2019. At this level a country is overwhelmingly a consumer of technology designed elsewhere for conditions elsewhere — which shapes not only who profits, but which problems get solved at all.

Research & development expenditure 0.284 · 2019
RiskInterpretation

Out-of-pocket payments were 72% of health spending in 2023. Where households pay directly at the point of care, illness converts into debt and sold assets — one of the most common routes back into poverty for families that had climbed out of it.

Out-of-pocket health expenditure 71.905 · 2023
RiskInterpretation

Undernourishment affected 19.9% of the population in 2023 — on current population, in the order of 48.2 million people. Food security here is a function of income and logistics at least as much as of harvests: food usually exists somewhere in the region, and cannot affordably be moved to where it is needed.

Prevalence of undernourishment 19.9 · 2023
OpportunityInterpretation

Cereal yields averaged 1,558 kg per hectare in 2024, well below what the same seed achieves under reliable inputs and water. The yield gap is the largest single productivity opportunity in the economy — and closing it is an input, credit, storage and road problem more than a technology problem.

Cereal yield 1558 · 2024
DriverInterpretation

Remittances were 7.8% of GDP in 2025, against foreign direct investment at 1.4%. Money sent home by citizens abroad is often the country's most reliable and least conditional external finance — it arrives in household hands, is counter-cyclical, and is largely invisible in investment strategy documents.

Personal remittances received 7.837 · 2025Foreign direct investment, net inflows 1.377 · 2025
RiskInterpretation

Domestic credit to the private sector was 9.6% of GDP in 2022. That is a stock ratio for the whole economy: it does not separate lending to large firms from lending to small ones, and it cannot show which firms sought credit or were refused. What it does establish is how little total credit the private sector holds relative to output, which bounds how much of any expansion can be debt-financed.

Domestic credit to private sector 9.562 · 2022
DriverInterpretation

Government effectiveness scored -1 in 2024 on the Worldwide Governance Indicators scale (roughly −2.5 to +2.5), well below the global mid-point, with regulatory quality at -0.6. These are perception-based composite measures and should be read as a signal about implementation capacity rather than as a verdict — but implementation capacity is precisely what separates an announced plan from a delivered one.

Government effectiveness -1.007 · 2024Regulatory quality -0.633 · 2024
RiskInterpretation

Political stability and absence of violence scored -2 in 2024, in the lowest band of the Worldwide Governance Indicators. At this level, the distance between scenarios is set less by economic policy than by whether the security situation holds. The disruption band on this page is drawn from recent economic history, and it does not capture what a further deterioration would mean.

Political stability and absence of violence -2.003 · 2024
RiskInterpretation

3.5 million people were internally displaced by conflict and violence as at 2025. Displacement at this scale is simultaneously a humanitarian fact, a fiscal cost, a labour-market shock and a demographic redistribution — and it reshapes cities that were not planned for the arrivals.

Internally displaced people 3496000 · 2025

Who this lands on

Likely to gain
  • Young people entering a labour market that has been prepared for them
  • Households and small businesses reached by new connections
  • People connecting for the first time, who move from no access to some — a larger step than any later improvement in speed or price
  • Traders and informal businesses newly able to be paid and to hold money outside cash. Whether that converts into borrowing is not measured here
  • Households receiving transfers, and the diaspora members with a stake in domestic conditions
  • Domestic firms with access to nearby compute
At risk of being left behind
  • A cohort that reaches working age faster than jobs, training places or clinics are built
  • A state that must regulate technologies it has too few trained people to assess
  • Off-grid communities, whose wait lengthens if capital concentrates on urban and industrial load
  • Rural, older, poorer and less literate people, who are last in every connectivity sequence
  • Families one illness away from selling productive assets
  • Households already spending most of their income on food
  • Firms whose expansion depends on credit, in an economy holding little of it relative to output
  • Civilians in contested areas, for whom no economic scenario on this page is the operative question
  • Displaced people, and the host communities absorbing them without additional resources
  • Grid customers competing with data centre load for the same power

Decisions available now

  1. Align technical training with what employers actually hire for, and make the evidence public, so young people can see which courses lead to work.
  2. Build state capacity to evaluate and procure technology, not only to use it. A regulator that cannot read a model card cannot govern a deployment.
  3. Treat connection targets and generation headroom as one plan, not two — and publish the delivery data monthly, so slippage is visible while it can still be corrected.
  4. Attack device and data cost directly, and require local-language performance in public digital procurement.
  5. Fund a small number of research groups properly and for a decade, rather than many for three years. Capability compounds; pilots do not.
  6. Move health financing toward pooled, prepaid arrangements. Nothing else reduces the probability that illness ends a family's economic progress.
  7. Fix collateral registries, insolvency procedure and payment rails before subsidising credit. Cheap credit into a broken enforcement system creates bad loans, not businesses.
  8. Security first, in the plain sense: no economic scenario on this page survives contact with sustained violence.

Artificial intelligence — one layer, not the whole story

FoundationsInterpretation

With 41% internet use (2024) and 63% electricity access (2024), AI-mediated services can reach a substantial minority — largely urban, largely younger, largely already connected. Deployments built on these foundations will tend to widen the gap with everyone else unless they are explicitly designed not to.

Individuals using the internet 41.211 · 2024Access to electricity 62.5 · 2024
Work and productivityInterpretation

With 49% of employment in services (2025), a meaningful share of jobs involve exactly the tasks language models perform cheaply — drafting, summarising, first-line support, routine analysis. That cuts both ways: outsourced and business-process work is genuinely exposed, while the same tools raise the output of small firms that could never afford specialist staff.

Employment in agriculture 33.534 · 2025Employment in services 49.456 · 2025
Compute and ownershipInterpretation

This is one of the five markets holding effectively all of Africa's data centre capacity. That is a real advantage and a real responsibility: capacity concentrated here serves the region, and the terms on which it is owned, powered and regulated will shape whether neighbouring countries gain a nearby alternative to offshore hosting, or simply a nearer landlord.

Language and inclusionInterpretation

Adult literacy was 70% in 2024. Systems that only work in a former colonial language, in text, for confident readers, will reach the people who already had access to services. Voice interfaces and genuinely capable local-language models are the difference between AI as a broadening technology and AI as another sorting mechanism — and that capability depends on datasets that mostly do not exist yet, which is itself an opportunity for whoever builds them.

Adult literacy rate 70.41 · 2024
Government and civil libertiesInterpretation

Government effectiveness scored -1 (2024) and voice and accountability -0.7 on the Worldwide Governance Indicators. AI in public administration can compress waiting times for permits, payments and records — the most tangible improvement most citizens would notice. The same infrastructure — identity systems, biometric registries, communications monitoring — is also what surveillance is built from, and the accountability measures that would constrain its misuse currently score in the lower band. Both possibilities are live and depend on choices not yet made.

Government effectiveness -1.007 · 2024Voice and accountability -0.727 · 2024
Information integrityInterpretation

With 41% of people online (2024), synthetic audio and video are cheap enough to matter in elections, communal disputes and markets. Detection is not a solved problem anywhere, and it is hardest for exactly the languages and dialects with the least training data — which describes most of the continent's information environment.

Individuals using the internet 41.211 · 2024

The twenty-dimension profile

20 dimensions. 13 rest on a document or a measurement, 2 are inferred from adjacent indicators, 4 were searched without result, and 1 have not been examined at all. That last number is a statement about this platform, not about Nigeria — and keeping the two apart is why there is no score here.

Measured5Documented8Inferred2Not evident4Unexamined1
Physical foundation
Governance
Capability
Consequence

Current position

Every measure the platform holds for Nigeria, with the year of observation. Gaps are shown as gaps.

Economy & growth

MeasureValueYear
GDP per capita$1,2242025
GDP$290.8bn2025
GDP growth, annual4%2025
Inflation, consumer prices23%2025
Manufacturing value added8.3%2025
Government revenue excl. grantsnot available
Central government debtnot available

Population & demography

MeasureValueYear
Population237.5m2025
Population growth, annual2.1%2025
Population aged 0–1440.5%2025
Population aged 15–6456.4%2025
Fertility rate, total4.382024
Life expectancy at birth54.6 yrs2024

Cities & urbanisation

MeasureValueYear
Urban population63.8%2025
Urban population growth3.3%2025
Urban population, total151.5m2025
Population living in slums48.5%2022

Work, skills & youth

MeasureValueYear
Unemployment, total (ILO modelled)3.1%2025
Youth unemployment, 15–24 (ILO modelled)5.3%2025
Employment in agriculture33.5%2025
Employment in services49.5%2025
Female labour force participation rate, 15+80.7%2025
School enrolment, secondary (gross)46.9%2023
School enrolment, tertiary (gross)9.7%2011
Adult literacy rate70.4%2024
Government expenditure on education0.3%2023

Health & public services

MeasureValueYear
Current health expenditure4.2%2023
Out-of-pocket health expenditure71.9%2023
Under-5 mortality rate115.6 / 1,0002024
Maternal mortality ratio993 / 100k2023
Safely managed drinking water29.9%2024
Physicians per 1,000 people0.38 / 1,0002023

Agriculture & food systems

MeasureValueYear
Agriculture, forestry & fishing value added23%2025
Cereal yield1,558 kg/ha2024
Prevalence of undernourishment19.9%2023
Food imports11%2024
Arable land40.5%2023

Energy & resources

MeasureValueYear
Access to electricity62.5%2024
Access to electricity, rural23.5%2024
Access to clean cooking fuels26.2%2023
Renewable energy consumption80.3%2021
Total natural resources rents8.6%2021

Digital & AI foundations

MeasureValueYear
Individuals using the internet41.2%2024
Mobile cellular subscriptions70.8 / 1002024
Fixed broadband subscriptions0.1 / 1002024
Account at a bank or mobile-money provider, age 15+63.3%2024
Research & development expenditure0.3%2019
High-technology exports2.7%2024

Trade, investment & enterprise

MeasureValueYear
Foreign direct investment, net inflows1.4%2025
Personal remittances received7.8%2025
Domestic credit to private sector9.6%2022
Trade (exports + imports)not available
Exports of goods and servicesnot available

Governance & institutions

MeasureValueYear
Government effectiveness-1.012024
Regulatory quality-0.632024
Rule of law-1.012024
Control of corruption-1.112024
Voice and accountability-0.732024
Political stability and absence of violence-22024

Climate & environment

MeasureValueYear
CO₂ emissions per capita0.57 t2024
Forest area23.2%2023
Freshwater withdrawal as share of available resources9.7%2022
Agricultural land76.2%2023

Security, migration & displacement

MeasureValueYear
Net migration-15,2582025
Refugees hosted (UNHCR mandate, by country of asylum)123,8482025
Refugees originating from this country (UNHCR mandate)478,1502025
Internally displaced people3.5m2025
Military expenditure0.6%2024

What we do not know

4 of 74 tracked measures have no value for Nigeria. They are never estimated.

Central government debtGovernment revenue excl. grantsTrade (exports + imports)Exports of goods and services

Sources

Every value above comes from one of these series, republished by the World Bank Indicators API from the primary compilations named.

SeriesCompiled byCodeDatabase updated
GDPWorld Bank national accounts & OECD National AccountsNY.GDP.MKTP.CD2026-07-13
GDP per capitaWorld Bank national accounts & OECD National AccountsNY.GDP.PCAP.CD2026-07-13
GDP per capita, PPPInternational Comparison Program, World BankNY.GDP.PCAP.PP.CD2026-07-13
GDP growth, annualWorld Bank national accountsNY.GDP.MKTP.KD.ZG2026-07-13
Inflation, consumer pricesIMF International Financial StatisticsFP.CPI.TOTL.ZG2026-07-13
Manufacturing value addedWorld Bank national accountsNV.IND.MANF.ZS2026-07-13
Services value addedWorld Bank national accountsNV.SRV.TOTL.ZS2026-07-13
PopulationUN Population Division, national statistical offices, EurostatSP.POP.TOTL2026-07-13
Population (estimates & projections)UN World Population Prospects, via World Bank Population estimates & projectionsSP.POP.TOTL2026-07-01
Population growth, annualUN Population DivisionSP.POP.GROW2026-07-13
Population aged 0–14UN Population DivisionSP.POP.0014.TO.ZS2026-07-13
Population aged 15–64UN Population DivisionSP.POP.1564.TO.ZS2026-07-13
Working-age share (projections)UN World Population Prospects, via World BankSP.POP.1564.TO.ZS2026-07-01
Fertility rate, totalUN Population Division, national statistical officesSP.DYN.TFRT.IN2026-07-13
Life expectancy at birthUN Population DivisionSP.DYN.LE00.IN2026-07-13
Urban populationUN World Urbanization ProspectsSP.URB.TOTL.IN.ZS2026-07-13
Urban population, totalUN World Urbanization ProspectsSP.URB.TOTL2026-07-13
Urban population growthUN World Urbanization ProspectsSP.URB.GROW2026-07-13
Population living in slumsUN-HabitatEN.POP.SLUM.UR.ZS2026-07-13
Unemployment, total (ILO modelled)International Labour Organization, ILOSTAT modelled estimatesSL.UEM.TOTL.ZS2026-07-13
Youth unemployment, 15–24 (ILO modelled)International Labour Organization, ILOSTAT modelled estimatesSL.UEM.1524.ZS2026-07-13
Employment in agricultureInternational Labour Organization, ILOSTAT modelled estimatesSL.AGR.EMPL.ZS2026-07-13
Employment in servicesInternational Labour Organization, ILOSTAT modelled estimatesSL.SRV.EMPL.ZS2026-07-13
Female labour force participation, 15+International Labour Organization, ILOSTAT modelled estimatesSL.TLF.CACT.FE.ZS2026-07-13
Government expenditure on educationUNESCO Institute for StatisticsSE.XPD.TOTL.GD.ZS2026-07-13
School enrolment, secondary (gross)UNESCO Institute for StatisticsSE.SEC.ENRR2026-07-13
School enrolment, tertiary (gross)UNESCO Institute for StatisticsSE.TER.ENRR2026-07-13
Adult literacy rateUNESCO Institute for StatisticsSE.ADT.LITR.ZS2026-07-13
Current health expenditureWHO Global Health Expenditure DatabaseSH.XPD.CHEX.GD.ZS2026-07-13
Out-of-pocket health expenditureWHO Global Health Expenditure DatabaseSH.XPD.OOPC.CH.ZS2026-07-13
Under-5 mortality rateUN Inter-agency Group for Child Mortality EstimationSH.DYN.MORT2026-07-13
Maternal mortality ratioWHO, UNICEF, UNFPA, World Bank, UNDESA Population DivisionSH.STA.MMRT2026-07-13
Safely managed drinking waterWHO/UNICEF Joint Monitoring ProgrammeSH.H2O.SMDW.ZS2026-07-13
Physicians per 1,000 peopleWHO Global Health Workforce StatisticsSH.MED.PHYS.ZS2026-07-13
Agriculture, forestry & fishing value addedWorld Bank national accountsNV.AGR.TOTL.ZS2026-07-13
Cereal yieldFood and Agriculture OrganizationAG.YLD.CREL.KG2026-07-13
Arable landFood and Agriculture OrganizationAG.LND.ARBL.ZS2026-07-13
Prevalence of undernourishmentFood and Agriculture OrganizationSN.ITK.DEFC.ZS2026-07-13
Food importsWorld Bank staff estimates from UN ComtradeTM.VAL.FOOD.ZS.UN2026-07-13
Access to electricityWorld Bank Global Electrification Database / IEAEG.ELC.ACCS.ZS2026-07-13
Access to electricity, ruralWorld Bank Global Electrification Database / IEAEG.ELC.ACCS.RU.ZS2026-07-13
Renewable energy consumptionIEA and UN Statistics Division, SE4ALL databaseEG.FEC.RNEW.ZS2026-07-13
Access to clean cooking fuelsWHO Household Energy DatabaseEG.CFT.ACCS.ZS2026-07-13
Total natural resources rentsWorld Bank staff estimates, The Changing Wealth of NationsNY.GDP.TOTL.RT.ZS2026-07-13
Individuals using the internetInternational Telecommunication UnionIT.NET.USER.ZS2026-07-13
Mobile cellular subscriptionsInternational Telecommunication UnionIT.CEL.SETS.P22026-07-13
Fixed broadband subscriptionsInternational Telecommunication UnionIT.NET.BBND.P22026-07-13
Account ownership, age 15+World Bank Global Findex DatabaseFX.OWN.TOTL.ZS2026-07-13
Research & development expenditureUNESCO Institute for StatisticsGB.XPD.RSDV.GD.ZS2026-07-13
High-technology exportsUN Comtrade, World Bank staff estimatesTX.VAL.TECH.MF.ZS2026-07-13
Foreign direct investment, net inflowsIMF Balance of Payments, World Bank, OECDBX.KLT.DINV.WD.GD.ZS2026-07-13
Personal remittances receivedWorld Bank staff estimates from IMF Balance of PaymentsBX.TRF.PWKR.DT.GD.ZS2026-07-13
Domestic credit to private sectorIMF International Financial StatisticsFS.AST.PRVT.GD.ZS2026-07-13
Government effectivenessWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_GE.EST2026-03-18
Regulatory qualityWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_RQ.EST2026-03-18
Rule of lawWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_RL.EST2026-03-18
Control of corruptionWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_CC.EST2026-03-18
Voice and accountabilityWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_VA.EST2026-03-18
Political stability and absence of violenceWorldwide Governance Indicators, Kaufmann & KraayGOV_WGI_PV.EST2026-03-18
CO₂ emissions per capitaClimate Watch / EDGAR, via World BankEN.GHG.CO2.PC.CE.AR52026-07-13
Forest areaFood and Agriculture OrganizationAG.LND.FRST.ZS2026-07-13
Freshwater withdrawal as share of available resourcesFood and Agriculture Organization, AQUASTATER.H2O.FWST.ZS2026-07-13
Agricultural landFood and Agriculture OrganizationAG.LND.AGRI.ZS2026-07-13
Net migrationUN Population DivisionSM.POP.NETM2026-07-13
Refugees hosted (UNHCR mandate, by country of asylum)UNHCR Refugee Data FinderSM.POP.RHCR.EA2026-07-13
Refugees originating from this country (UNHCR mandate)UNHCR Refugee Data FinderSM.POP.RHCR.EO2026-07-13
Internally displaced peopleUNHCR / Internal Displacement Monitoring CentreSM.POP.IDPC2026-07-13
Forcibly displaced people, totalUNHCR Refugee Data FinderSM.POP.FDIP2026-07-13
New displacement associated with disastersInternal Displacement Monitoring CentreVC.IDP.NWDS2026-07-13
Military expenditureStockholm International Peace Research InstituteMS.MIL.XPND.GD.ZS2026-07-13
Shareable cards for Nigeria Open in the interactive atlas All 54 briefs How to read the labels How this was built