Richer Region, Poorer Lives? Judging Development in a Mining Constituency
Erongo Region, Namibia. A uranium mine near Arandis expanded in 2023, and average household income in the surrounding constituency rose by 18% over two years. Regional accounts show gross value added up 22%. Yet a household survey finds that only 41% of Grade 11 learners complete secondary school, down from 55% five years earlier; 28% of households still share pit latrines; clinic admissions for alcohol-related trauma have doubled; and 60% of new mining jobs went to workers recruited from outside the region. Local leaders say the region is 'richer but not better off'. A councillor wants to publish a single figure - gross domestic product per person - to prove the region is developing. A community organisation instead demands a multidimensional poverty measure and data disaggregated by sex, disability and settlement.
1. Using the evidence in the scenario, explain why GDP per person may give a misleading picture of whether development has occurred in this constituency.
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Development is not the same as output. GDP per person measures the market value of goods and services produced per head; it records the mine's output and the wages paid, but it does not record who receives that income or what happens to the rest of life.
Three reasons the figure misleads here. First, the mine is an enclave: 60% of new jobs went to outsiders, so much of the new wage income leaves the constituency. The average is pulled up by a relatively small number of high earners while most households see little change - a mean can rise even when the median stagnates. Second, GDP counts costs as benefits. Alcohol-related trauma doubles clinic admissions; the treatment is recorded as economic activity, while the harm to health and families is not subtracted. Third, several dimensions of wellbeing are moving backwards: school completion fell from 55% to 41% and 28% of households still share pit latrines. A development judgement based on capabilities - schooling, health, sanitation, participation - would not call this progress.
GDP per head is therefore a useful summary of production, not a development verdict. It should be reported alongside distributional and non-monetary indicators, not instead of them.
2. Identify three additional indicators you would use to judge development here and justify each choice.
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Three indicators, each chosen because it captures a different dimension and can be disaggregated:
Net lower-secondary completion rate, by sex and settlement. Completion is a capability indicator and is sensitive to whether mining income is being reinvested in local services. The fall from 55% to 41% suggests the growth is not translating into human development. Disaggregation would reveal whether girls are being pulled out of school or pushed into informal work.
Share of households using an improved sanitation facility. This access indicator is not captured by income. Shared pit latrines at 28% indicate crowding and health risk, and the figure can be verified through a household survey.
Local employment and procurement share: the percentage of mine employees and contractors resident in the constituency, and the share of mine procurement spent on local firms. This measures economic linkage and inclusion - the mechanism by which a mine becomes a development asset rather than an enclave - and it tests the councillor's claim directly.
A fourth option is the alcohol-related trauma rate, which captures a social cost of in-migration, but it is a health-service indicator and may reflect reporting rather than true incidence. The three above are preferable because they combine outcome and process information.
3. Recommend one policy response for the regional council and explain how it would address the gap you identified.
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Recommendation: negotiate a local-content and skills agreement with the mine, funded partly by a ring-fenced share of royalty revenue, and use it to finance secondary scholarships and vocational training in the constituency.
Reasoning. The core gap is that growth is not being converted into local capabilities or local income. A voluntary request would not change hiring, so the council should use its leverage - planning permissions, water and service agreements, public scrutiny - to secure binding targets: a rising share of local hires, apprenticeship places and procurement from local suppliers. A skills fund addresses the supply side: with 41% completion, local young people cannot meet the mine's skill requirements. Scholarships and training attack that constraint over time and also benefit non-mining employment.
The design must avoid two risks. Targets set too high too quickly could raise mine costs and discourage investment; a phased schedule with independent monitoring is safer. A training fund can be captured by better-off families, so selection should be by need and school, not connections.
Success would be measured by the local employment share, completion and pass rates in targeted schools, and the number of local firms with supply contracts. If those do not move within three years, the agreement should be renegotiated.