Reduce actual harm
Measure land, water, toxic exposure, unsafe work and restoration. Arrests and licences are not substitutes.
Evidence synthesis for Fern
Reducing gold-mining harm without shrinking people's options
A livelihood-centred just transition for Ghana that prevents exclusion, concentrated gains and displaced harm.
Ghana as the main caseWest African and international responsibilitiesEvidence reviewed to 2 October 2026
The decision
The question is not simply how to stop galamsey
Which combination of support, rules, purchasing, accountability and cooperation can reduce total harm while expanding people's real options?
Expand real options
People need adequate income, timely cash, land, credit, buyers, safety and bargaining power.
Prevent cost-shifting
Do not move extraction, pollution or exclusion to another group, district, country or trade route.
How to read the evidence
Four kinds of claim are kept separate
A comparison design estimates what an intervention changed.
Interviews, surveys or spatial data show how a process worked in a specific setting.
An institution reports what it launched, planned or procured.
Several sources support an inference that still needs testing in Ghana.
Why it mattersA programme can deliver training, equipment or licences without improving income or water.Rule used hereEvery major claim says what the evidence can show and what it cannot.
The analytical centre
The Sustainable Livelihood Approach keeps people, power and ecology in one frame
People's
real options
real options
Naturalland, water, forests, minerals
Physicalroads, tools, housing, processing
Humanhealth, skills, labour, knowledge
Financialincome, savings, credit, debt
Socialnetworks, trust, groups, influence
A livelihood is sustainable when people can withstand shocks, maintain or improve their capabilities and assets over time, and avoid damaging the resources and livelihoods that others depend on.
Context and shocksGold prices, seasons, illness, migration, land loss and environmental change.
Rules and powerLaws, institutions, tenure, gender norms and markets shape who can use each asset.
Livelihood portfolioFarming, mining, trade, services and migration are combined and changed over time.
OutcomesIncome, wellbeing, resilience, inequality and the future natural-resource base.
How the study used itIt combined oral histories with 12 indicators across the five capitals to reconstruct livelihood trajectories from 1992 to 2021.How we use itTest every policy for changes in assets, access, power, portfolios, resilience and environmental effects, separately for different groups.
The Ghana livelihood spine
Three questions keep change and inequality in view
Q1
What household livelihood portfolios existed before and after ASGM, and what influenced the changes?
Q2
What were the livelihood impacts of ASGM's emergence?
Q3
What opportunities and barriers developed for different trajectory groups, and how did they shape those trajectories?
Where the main livelihood study looked
Three farming communities in Atiwa West, Eastern Region
Ghana
Eastern Region highlighted
Atiwa West
Akwabuoso: 117 households · Ekorso: 121 · Pameng: 122
CoverageCommunities were selected because ASGM was important there.LimitThe results describe these places. They are not national prevalence estimates.
How the study reached its conclusions
Several methods were combined, but the evidence is retrospective
Household surveys, sampled randomly within the three communities.
Purposively selected oral histories, ten per community.
Farmer focus groups and key-informant interviews.
Livelihood history reconstructed during fieldwork in late 2021.
StrengthSurvey patterns were interpreted alongside life histories, group discussions and observations.LimitThis was one 2021 study asking people to recall change. It was not a panel following the same households for 29 years.
Q1 · Before and after ASGM
Mining entered a portfolio of activities
Before mining expanded
Cocoa, maize, cassava, plantain, vegetables, livestock, fishing and forest products. Young people also migrated to cities or learned trades.
After about 2010
Farming remained important. Mining, trade, transport, food, rentals, repairs and construction grew around it.
Not one simple switch
Some households combined mining and farming, used mining income to fund a farm, or moved between activities as sites opened and closed.
Other changes mattered
Roads, electricity, mobile phones, cocoa support, age, skills, land and finance also shaped the available choices.
FindingASGM changed the mix of livelihoods rather than replacing farming in one uniform way.LimitThe study reconstructs sequence and experience. It does not estimate the causal effect of ASGM on each activity.
Q1 · Reported livelihood mix
Mining was important, but participation differed sharply by community
Akwabuoso
Households participating in ASGM.
Ekorso
Households participating in ASGM.
Pameng
Households participating in ASGM.
Income share
Average reported share from ASGM among participating households.
Cocoa or other cash crops
47% to 63% of households participated across the communities. Participants reported 62% to 65% of income from this activity.
Arable crops
34% to 67% participated. Participants reported 29% to 31% of income from this activity.
What this showsFor participating households, mining could dominate reported income.What it does not showSelf-reported shares do not compare net returns after capital, debt, labour time, risk or restoration costs.
Identity, assets and access
People did not enter ASGM from the same starting point
Age
Younger and physically able household heads had more access to mining and related work.
Gender
Consolidating cases were largely male-led. Women appeared in fluctuating and marginalised paths, with roles shaped by male-controlled assets and sites.
Land rights
Owners could lease or mine. Tenants could lose farms when landowners accepted mining.
Migrant status
Migrants without local networks, knowledge or secure resource rights were prominent in the marginalised group.
Education
The authors linked more education with a stronger ability to negotiate involvement.
Credit and networks
Finance, business links and influence helped people move from labour into ownership or trading.
Reported patternIdentity interacted with land, assets and networks to shape opportunity and exposure.Important cautionThe paper does not estimate a causal or statistical identity effect. These are descriptive patterns in the authors' grouped data and life histories.
Resources behind the identity patterns
Land and credit shaped who could benefit and who could be displaced
Households reporting land ownership in Akwabuoso, Ekorso and Pameng.
Households reporting that land was easy to access for ASGM.
Households reporting no access to credit.
Land could be an asset for one person and the loss of a livelihood for another.
Why this mattersA policy routed through title holders or licence holders can reinforce the same unequal starting points.Design implicationEligibility and compensation must include tenants, workers and customary users, not only formal owners.
Migration and movement
The study describes several kinds of movement, but does not count migrant arrivals
Before ASGMCocoa attracted migrant tenants and caretakers; young residents also left for cities or trades.
→
ASGM expandsWorkers, companies, equipment and services moved towards active deposits.
→
Deposits shiftSome mining companies left Akwabuoso and activity became more important in Pameng.
→
Unequal securityMigrants with weak land rights and local networks faced greater risk of marginalisation.
What is documentedDirection, reasons and consequences of movement appear in interviews and livelihood histories.Missing numberThe paper gives no migrant arrival count or percentage. It cannot tell us the scale of inflow.
Q2 · Livelihood impacts
Income gains and environmental loss happened together
Options expanded for some
- cash, jobs and new business demand
- school, health and housing expenditure
- capital for farming or another business
- skills and local market growth
Options narrowed for others
- farm, forest and water loss
- unsafe pits and unreclaimed land
- higher food costs and less farm labour
- weak compensation and insecure tenure
A household can gain income while its community loses water, land or future choices.
ObservedTransect walks found brown streams, liquid mine waste, pits, deforestation and degraded land.LimitThis project did not test water chemistry, and its 2023 and 2024 papers use the same fieldwork rather than independent samples.
Q3 · Unequal trajectories
The authors grouped 360 households into three livelihood paths
Consolidating
Assets, business, land, machinery, finance and networks supported further accumulation.
Fluctuating
Living standards or assets improved, but gains remained unstable as sites, cash and access changed.
Marginalised
Land insecurity, degradation, weak compensation and casual work narrowed choices.
How groups were madeThe authors used 12 livelihood indicators and then compared group characteristics.LimitThese are constructed analytical groups, not fixed social classes. The comparisons do not prove ASGM caused every difference.
Three published case accounts
Similar mining growth, very different lives
SourceFaithful paraphrases of Table 5, with three short excerpts.Privacy and accuracyThe portraits are fictional. Read the linked paper for the full published accounts.
Incentives and constraints
Mining can be attractive, or hard to refuse, for six different reasons
Cash timing
Frequent payments meet food, health, school and debt costs before crops pay.
Possible high returns
A successful strike can look better than years of uncertain farm income.
Farm pressure
Input prices, weather, labour loss, weak credit and degraded land make farming uncertain.
Nearby buyers
Gold is liquid. Traders may also provide advance finance.
Low entry, unequal advancement
Casual work may be accessible, while ownership requires land, capital and networks.
Local demand
Mining supports food, transport, rent, repairs, trading and construction.
A credible alternative must replace the functions people rely on, not only the activity.
What makes impacts grow
Six conditions can turn one livelihood change into a reinforcing system
Land and tenure
Owners authorise use and capture value; tenants can lose land and compensation.
Finance and equipment
Capital enables scale and mobility. Debt can bind gold to a buyer.
Political protection
Influence can shape licences, enforcement and access.
Fragmented government
Mining, water, farming, labour, health and purchasing can pursue different goals.
Weak alternatives
Training without land, childcare, finance, buyers or bridging income is not a viable option.
No remedy
Unrestored land and health costs are transferred to neighbours and future users.
SynthesisThese mechanisms recur across the Ghana studies.ImplicationChanging one element can leave the rest of the system intact or make power more concentrated.
Gendered effects
Reform can reproduce male control of land, licences, teams and machinery
Women / men reporting digging in a multi-country survey.
Women / men reporting team leadership.
Women / men reporting training.
Women among the reported licence holders.
Women were concentrated in carrying, grinding, washing and services. Abrupt exclusion can remove income, while licence-centred support can bypass women or mechanise away their work.
Evidence base878-person purposive survey, 60 focus groups and 28 life histories across DRC, Rwanda and Uganda.LimitIt identifies mechanisms and inequality, not Ghanaian prevalence or the effect of a specific reform.
Affected communities
People receiving little mining income can carry large cumulative costs
- neighbouring and downstream residents
- tenant farmers and farm workers
- fishers, livestock keepers and forest users
- children, caregivers and injured former workers
- future users of land and water
Measure exposure, not only perception
Obiri et al. sampled ten water sites over ten months and surveyed 250 residents. Many sampled-site metal levels exceeded drinking-water guidelines; residents also reported water and farmland loss.
The study had no control watershed and could not trace pollution to individual mines or separate all surface-mining sources.
Mining policy is also water, food, health, land and intergenerational policy.
Define success before choosing a measure
Three different outcomes must not be treated as the same thing
Less harmful mining
Lower damage or exposure per unit.
Less mining
A smaller total footprint where extraction must fall.
A secure exit
People can stop without losing basic security or power.
Technology or formalisation may improve the first while increasing output. A ban may reduce visible activity locally while failing on livelihoods or displacement.
Core metricTrack absolute environmental harm and livelihood security together.DistributionReport outcomes separately by work role, gender, age, land tenure, migrant status, wealth and place.
Ghana's policy architecture
The state is using several tools, but delivery is not proof of impact
Ban and security operations
Temporary restrictions and enforcement against illegal small-scale mining.
NAELP
Five-year design for livelihoods, restoration and responsible mining.
rCOMSDEP
Cooperatives, shared processing, skills, restoration, agriculture and infrastructure.
GoldBod traceability
A pilot and procurement for traceability were announced.
A programme architecture is not an outcome.
What official sources establishPolicy design, launch dates, procurement and stated coverage.What needs independent evidenceWater, land, income, distribution, rights, displacement and long-term effects.
The Ghana evidence gap
Reported activity answers only the first question
| Reported indicator | What it tells us | What remains unknown |
|---|---|---|
| people trained | delivery and reach | income, job durability, return to mining |
| equipment or plants | inputs deployed | use, maintenance, rebound, who benefits |
| licences or cooperative members | formal enrolment | conduct, worker rights, exclusion, capture |
| gold purchased or exported | formal-channel volume | verified origin and lower mine-level harm |
| sites closed or arrests | enforcement activity | net extraction, livelihood cost, displacement |
No retained independent evaluation measures Ghana's current package across environment, livelihoods, distribution, rights and displacement.
Measure 1 · Restrictions
A restriction can protect a place and still create a harmful transition
When it may help
Credible no-go rules can stop activity in a bounded place, especially when enforcement reaches organisers, finance and equipment.
When used alone
Income disappears while demand and productive capacity remain. Activity may hide, move, become more dangerous or rely on more powerful intermediaries.
Interviews with 58 selected former young miners in Ghana describe income loss, debt, family strain and coping during the ban.
What the Ghana study showsHow selected affected young people experienced the restriction.What it cannot showThe ban's national net effect, environmental benefit or total displacement. There was no baseline or comparison group.
Measure 2 · Livelihood support
An alternative must work as a livelihood, not only exist as an activity
Incomeadequate net earnings
Timingcash when bills arrive
Inputsland, credit, assets, care
Marketreliable buyer and price
Riskprotection from weather, debt and failure
Without a clear path that makes mining unnecessary, farming, training or a small business may simply be added while mining continues.
Review findingA systematic review screened 22,146 records, but only 21 studies met its criteria.ConclusionEvidence was too sparse and varied to name one universally effective livelihood alternative.
Measure 3 · Formalisation
A licence can open a path or concentrate control
Possible pathway
Visibility, secure tenure, investment, inspection, safer schedules, wages, insurance and environmental capacity.
Possible exclusion
High cost, delay and unsuitable land favour connected operators. Workers can remain informal under a formal licence, while new machinery expands extraction.
Formal status is an input. Conduct and outcomes are the test.
Ghana evidenceInterview and process-map studies identify licensing bottlenecks and unequal influence.LimitThey do not estimate the causal effect of receiving a licence. Officials and licensed actors are more represented than unlicensed miners and farmers.
Measure 4 · Cleaner technology
Efficiency can lower exposure per unit and raise total extraction
Adoption
Can miners afford and access the equipment?
Use
Is it used correctly and consistently?
Maintenance
Who pays for parts, repair and oversight?
System effect
Does recovery increase output or remove women's work?
The evidence includes abandoned equipment, maintenance failures, weak gender results and toxin substitution, alongside some sustained improvements.
Systematic reviewTen eligible occupational-health interventions were found.Evidence gapThe technology studies did not demonstrate a human-health benefit, and the broader GEF evaluation did not estimate one common causal effect.
Independent evaluation · 2022
When pilots end, what survives?
Five countries. Three completed mercury-reduction pilots. A post-completion test of whether equipment, institutions and behaviour lasted.
Where and how the pilots were assessed
Three pilot regions connected project records to later experience
West Africa
Burkina Faso and Senegal
Equipment sites in Sud-Ouest and Kédougou. Mali was planned but received no activities because of insecurity.
Latin America
Ecuador and Peru
Border project around the Puyango-Tumbes watershed, linking mining and downstream contamination.
Southeast Asia
Philippines
Several pilot areas, including Diwalwal, where later enforcement differed from other sites.
3Completed GEF-5 pilot projects, all implemented by UNIDO and completed in 2016 or 2017.
149Named interviewees across governments, implementers, miners, civil society, industry and experts.
4Evidence streams: project and terminal-evaluation records, literature, interviews and focus groups, plus geospatial analysis.
1Limited central-team field mission, to Ecuador. COVID restrictions meant local consultants conducted the other visits and interviews.
Why these casesThey were the only regions with both a recently completed GEF pilot and a current GOLD project.Main limitationPurposive cases, project monitoring and stakeholder recall support implementation lessons, not a shared causal effect.
What project records reported at closure
The pilots produced gains, but each headline carries a qualification
Ecuador and PeruMercury reduction, monitoring and formalisation
60% claimed, 40% recalculated. The terminal evaluation revised the project estimate.
Much of the reduction came from sending ore to cyanidation plants, not adoption of the promoted gravity methods.
Zero supported Peruvian miners had completed formalisation by project end.
Burkina Faso and SenegalNon-mercury processing pilots
Machinery was installed in one area in each country.
Mercury still remained in some processing steps at project end.
Replication was reported in a neighbouring Burkina Faso village, but the later evaluation could not verify it directly.
PhilippinesTechnology, health testing and organisation
368 kg less mercury per year was reported by the terminal evaluation.
Before-and-after blood and hair tests showed large reductions among participants.
Hundreds were trained and a national small-scale miners’ association was established.
Evidence sourceThe reduction figures came from project staff and terminal evaluations, not a common independent measurement protocol.Safe interpretationThese are site-level reported results. They are not national impacts or comparable effect sizes.
The post-completion survival test
What lasted depended on the support around the technology
Outcome
West Africa
Latin America
Philippines
Mercury and technology
Some equipment failed; miners returned to mercury for some steps, at lower levels.
Stakeholders reported further decline, mainly through cyanidation.
Further decline in some areas, but no improvement in others.
Formalisation and policy
NAPs were completed later with additional GEF funding.
Some assisted miners formalised later; most remained informal nationally.
The miners’ association remained active and grew.
Monitoring
No comparable long-term exposure result reported.
Sediment and biological monitoring did not continue.
Blood and hair monitoring stopped after the project.
What explained the pattern?
Missing spare parts, maintenance training and continued finance.
Cyanide was accessible and efficient, but shifted the pollution problem.
Diwalwal, the one site with continued decline, also had stronger enforcement.
Meaning of the dotsGold means observed later, red means not sustained, outline means not established.Inference limitThe evaluation traced persistence and plausible mechanisms. It did not isolate each mechanism’s causal effect.
The uncomfortable findings
The same outcome can look different once we ask how it happened and whether it lasted
A project claim changed materially after the terminal evaluation recalculated it.
Miners praised new equipment mainly for better recovery, not for health protection.
The durable substitute was often a different toxin that the pilots had not promoted.
Without continued biomonitoring, the reported health improvement could not be checked after closure.
A fall in mercury use is not enough evidence that total harm fell.
A mercury project is not yet a just transition
The evaluation also shows who and what a narrow target can miss
Women
Projects recognised women’s low-paid and highly exposed roles. Most results frameworks still counted participation, with few indicators of power or economic improvement.
Downstream communities
People consuming contaminated water or fish were not directly served by GOLD, even though they can bear harm without mining income.
Local buyers
Buyers can be exploitative, but they also provide proximity, supplies and credit. Only one newer project specified livelihood mitigation if buyers were removed.
Whole landscapes
Most work centred on mercury and project facilities. Water, land, forests, biodiversity and damage beyond selected sites received less attention.
Distribution testCount changes in income, exposure, bargaining power and access within groups, not only participant totals.Boundary testTrack harm outside the supported mine, including downstream and displaced effects.
What Fern should carry into Ghana
Judge the package after support ends, not only while the pilot is staffed
Baseline
Measure mercury, cyanide, tailings, water, health, recovery, income and roles before intervention.
Adoption package
Match yield and cash needs. Fund equipment, credit, parts, operators and maintenance together.
Whole-toxicity test
Verify that one hazardous input is not replaced by another unmanaged process.
Distribution test
Track women, workers, owners, buyers, migrants, farmers and downstream residents separately.
Exit and follow-up
Assign a funded institution to monitor, repair, enforce and publish results after donor support ends.
The transferable lesson is a set of design conditions, not a technology shopping list.
What is well supportedMaintenance, finance, local capacity, monitoring and system-wide pollution checks are necessary for durability.What remains unknownThis evaluation does not identify one sufficient package or estimate what it would achieve in Ghana.
Law£TechTrade
planetGOLD
Mercury is treated as a system problem
The programme connects formalisation, finance, technology, formal markets and shared learning. That is a stronger starting point than an equipment-only pilot.
The just-transition question is whether the package also expands real options, reduces total harm and shares power.
A system design, not one intervention
planetGOLD connects barriers that earlier pilots treated separately
Knowledge and communication across all fourGender and safeguards across project activities
The causal chainFormal status is expected to unlock finance; finance enables technology; responsible production opens markets; shared learning supports replication. Every arrow is an assumption to test.
Why this mattersFinance was the largest component, a major change from older technology-led projects.Evidence limitThese are programme design shares. They do not show which component caused an outcome.
Ghana entered Phase 2
Ghana’s project turns the model into a five-year national test
Jurisdictional formalisation
Coordinate policy and practice within defined places rather than treat each site in isolation.
Finance and supply chain
Expand financial inclusion and build responsible routes to market.
Mercury-free technology
Support uptake of processing methods that avoid mercury.
Knowledge and capacity
Build local skills and share lessons within Ghana and the global programme.
StatusThe project launched in 2023. These figures are stated resources and targets, not verified results.Phase 2 changeThe wider programme says it will add land, biodiversity, climate and integrated landscape approaches.
Why the design is promising
It responds to several reasons earlier pilots did not last
Earlier problemEquipment was unaffordable or abandoned.
Design responseFinance, hands-on training, local equipment and service providers.
Earlier problemCleaner methods lost on yield or convenience.
Design responseTest recovery efficiency and business viability, not health messages alone.
Earlier problemInformality blocked loans and markets.
Design responseConnect policy reform, legal recognition, finance and formal buyers.
Earlier problemPilots repeated mistakes in isolation.
Design responseA global hub, peer calls, regional exchange and shared reporting.
Earlier problemBuyers could not verify responsible production.
Design responseCommon social and environmental criteria plus supply-chain links.
Concrete learning exampleEcuador shared why a mobile plant failed so projects in Peru and Colombia could reconsider that approach.Remaining uncertaintyThe 2022 evaluation could not yet judge training quality or final adoption.
Do not confuse programme activity with impact
Two major reports answer different questions
Independent evaluation, 2022
- Reviewed the design and early implementation of Phase 1.
- Compared the design with lessons from completed GEF pilots.
- Used portfolio records, interviews, focus groups, field work and geospatial analysis.
- Could assess coherence and monitoring plans, not the final effect of the full package.
Programme assessment, 2025
- Documents the Global Project’s finance tools, criteria, knowledge hub, shared indicators and exchange.
- Reports technical-report pilots in six countries and an online reporting system.
- Describes country teams’ experience of common tools and peer learning.
- Programme-authored, with no separate methods section or counterfactual outcome design.
What can be saidThe integrated machinery exists and has produced tools, common standards and learning channels. These sources do not establish that the complete model caused durable gains in health, livelihood security, gender equality or total environmental harm.
Gaps identified inside the GEF evaluation
A strong mercury programme is not yet a complete just-transition programme
Attribution
Only one-third of the 369-ton mercury target was expected from child projects. The rest relied on later replication and knowledge diffusion that was hard to monitor or attribute.
Water and health
GOLD did not fund water or sediment monitoring and did not include activities to improve long-term monitoring of health outcomes.
Whole landscapes
Land, forests and biodiversity received little funding in Phase 1. Safeguards mostly applied to supported facilities, not damage beyond them.
Gendered power
Projects planned gender analysis, representation and sex-disaggregated counts, but few indicators measured empowerment or equality.
People outside the mine
Downstream communities exposed through water and fish were not directly served. Indigenous conflicts were often avoided by locating projects elsewhere.
Displaced livelihoods
Shorter supply chains could remove local buyers who also provide credit and supplies. Only one project specified alternative-livelihood mitigation.
Important updatePhase 2 says it will add land, biodiversity, climate and jurisdictional approaches.Still to testWhether those additions change outcomes beyond supported sites and across social groups.
Formalisation risk · Who controls the asset?
A licence can protect miners, or make an operation easier to capture
What Ghanaian law already doesAct 703 separates land from minerals. A small-scale licence may be transferred only to a citizen and with ministerial consent. Other mineral rights cannot be transferred, assigned, mortgaged or encumbered without ministerial approval. These checkpoints do not cover every route to practical control.
Documented mechanisms
Ghana studies report concession overlap, attempted enclosure, temporary corporate access agreements followed by eviction when deposits became attractive, and gains concentrating among actors with land, finance and networks. Adranyi et al. found entrepreneurs operating ASGM companies and employing residents as casual workers.
Not yet measured
No retained evaluation follows newly formalised Ghanaian miners and estimates how often a company or financier later acquires legal or practical control. A formalisation-driven corporate grab is therefore a serious risk to test, not a demonstrated programme effect.
Formalisation risk · Safeguards before finance
Legal status needs rules that keep value and decision power local
Map every right
Record land users, customary claims, tenants, licence holders, workers, operating companies, financiers and beneficial owners. A licence holder cannot represent them all.
Consent and valuation
Require accessible information, independent advice and fair valuation before transfer, lease, partnership or loss of use. Include women, migrants and tenants directly.
Limit concentration
Publish proposed transfers and encumbrances, disclose beneficial owners and related parties, review cumulative holdings, and give affected groups a route to object.
Finance without surrender
Disclose interest, collateral, default, equipment and offtake terms. Offer patient capital and independent legal support so compliance finance does not become control.
Share value and power
Protect wages, safety, bargaining and profit participation. Do not count a one-off payment or rehiring as a successful transition without durable income and voice.
Follow what happens next
Track ownership, contracts, defaults, transfers, roles, earnings, land access and decision power for several years, broken down by gender, wealth, tenure and migrant status.
The post-formalisation testWho owns each right?Who controls decisions?Who receives profit?Who carries debt and damage?
StatusThese are proposed safeguards derived from the documented risk mechanisms. The retained studies do not evaluate this complete package.Design implicationFinance and formalisation should not proceed before the ownership, transfer, labour and monitoring rules are clear.
What wider evidence adds
Each lever needs a distribution and displacement test
Lever
Risk if applied alone
What Ghana should measure
Formalisation
Costs and land access can exclude poorer miners. A documented right can also be transferred, pledged, aggregated or controlled through contracts.
Who gets, keeps or loses a right; every transfer, beneficial owner, debt claim, role and income by gender, migrant status, tenure and wealth.
Finance
Capital can improve practices, but can also increase debt, extraction capacity or control by financiers.
Loan terms, ownership, production scale, land conversion, defaults and who carries risk.
Technology
Equipment can fail after support or replace mercury with unmanaged cyanide.
Total toxicity, water and health, recovery, maintenance, spare parts and use after project exit.
Formal markets
Compliance costs or buyer withdrawal can divert gold to less visible routes.
Mine-level origin, price, prompt payment, credit replacement, excluded sellers and trade diversion.
Jurisdictional pilots
Harm can move beyond the selected district, watershed or border.
Mining, equipment, workers, pollution and gold routes inside and outside the intervention area.
InferenceThe finance row states a risk to test, not a measured planetGOLD effect.Core lessonTrack household trajectories and affected non-miners, not only supported operations and mercury totals.
Recommendation for Fern
Use planetGOLD as a backbone, then add a just-transition contract
Keep the integrated core
Formalisation + finance + technology + markets + shared learning is more credible than any one measure alone.
+
Make outcomes binding
Finance and formal status are means. The tests are harm, livelihoods, power, durability and spillover.
FERN does not need to deliver every function. It can press for the network, guardrails and public evidence that make the package accountable.
Measure 5 · Purchasing and traceability
A formal sale can still begin with harmful extraction
What changes where gold is sold
Competitive price, prompt payment, proximity, trustworthy assay, working capital and continued market access.
What changes how gold is produced
Verified mine origin, corrective finance, worker and community evidence, environmental limits, sanctions and public coverage data.
Traceability can make records inspectable. It does not by itself create clean production, fair distribution or remedy.
Comparative evidenceDRC schemes show that price, subsidy and hands-on support matter for uptake.Ghana statusGoldBod announcements document a pilot and procurement, not completed national coverage or verified mine-level outcomes.
Move responsibility up the chain
Buyer accountability can help, but withdrawal can export the problem
Corrective engagement
Long-term purchasing, compliance finance, transparent pricing, verified improvement, community evidence and remediation.
Risk dumping
Buyer withdrawal, costs passed to miners, paperwork without mine verification, or gold redirected to less accountable routes.
additional homicides per 100,000 were estimated in more-exposed Brazilian municipalities after a 2013 rule weakened first-buyer checks. Mining-related deforestation also increased.
DesignDifference-in-differences compares municipalities by geological and protected-area exposure.LimitExposure is spatial, not observed purchases. Livelihood and displacement outcomes were not measured.
Learning from other sectors
Other settings reveal conditions for success, not ready-made templates
Afghanistan · drug crops
Replacement fails when a crop also provides credit, land access, cash timing and risk management.
Uganda · forest payments
Payments cut short-run tree loss, but enrolment was limited and clearing resumed after payment.
Cash-plus programmes
Income protection plus livelihood support can improve average welfare, without proving exit from harmful activity.
Labour programmes
Training takes time and assumes jobs exist. It cannot replace income lost tomorrow.
Fisheries
Rights, diverse user participation and adaptation are associated with better outcomes; much evidence is observational.
Coal transitions
Packages for formal workers can miss informal work, women, care and place-based loss.
Transfer ruleBorrow mechanisms only after checking land, labour, market, state and time differences.Use for GhanaThese cases identify questions and design conditions. They do not predict Ghanaian effect sizes.
The package logic
Four jobs must be done together
Protectincome, food, health, debt and rights during disruption
Createviable paths with land, finance, buyers, skills and care
Constrainecological limits and duties for organisers, buyers and financiers
Repairland, water, health and lost livelihoods through remedy
Creation without constraint can add another activity. Constraint without protection can destroy options.
Evidence statusCross-sector reviews support combined, context-sensitive pathways.LimitNo reviewed study evaluates this complete package in Ghana. It is an architecture to test, not a proven recipe.
General levers, locally designed
Nine functions define the package
Ecological limits
Places, thresholds and deadlines.
Transition floor
Income, food, health and debt protection.
Real capabilities
Land, finance, buyers, care and viable work.
Attainable legal route
Suitable land, proportionate rules and shared services.
Power and value
Rights, organisation, prices and joint decisions.
System duties
Obligations for organisers, equipment, finance and buyers.
Repair and remedy
Restoration, health, compensation and appeal.
Spatial coordination
Detect relocation, diversion and origin laundering.
Durable governance
Multi-year finance, evaluation and correction.
Sequence matters
Support must become usable before most restrictions remove income
Beforemap roles and rights; set limits; establish income and debt protection; secure land, finance and buyers
→
Duringphase restrictions; enable compliance; protect workers; verify purchasing; fund restoration
→
Afterfollow exits and returns; measure water, land and income; remedy loss; monitor destination areas
ExceptionAn imminent danger to life or an irreplaceable ecosystem can require emergency action.Continuing dutyEmergency action still requires protection, fair process and remedy for affected people.
Do not ask people to cross a bridge before it exists.
What can go wrong
Each measure can cause harm when it acts alone
| Measure alone | What it misses | Possible harm |
|---|---|---|
| enforcement | income functions and demand | debt, concealment, selective policing, relocation |
| licensing | land, capital and worker status | rights and profit concentrate in connected operators |
| training | jobs, cash timing, care and buyers | attendance without a viable livelihood |
| cash | productive assets and markets | temporary relief followed by return |
| clean technology | scale, ownership and rebound | more extraction or displaced women's work |
| traceability | mine practice and excluded miners | clean paperwork, dirty production or diversion |
| buyer exit | corrective finance and other routes | risk moves to weaker producers and buyers |
Do not mistake movement for reduction
Four kinds of displacement need different evidence
Mining relocation
Workers, equipment and extraction move.
Trade diversion
Gold takes another route while mining stays.
Origin laundering
Documents or intermediaries conceal the mine.
Environmental spillover
Water, sediment or exposure crosses boundaries.
ECOWAS cooperation should link customs and finance with labour rights, migrant protection, watershed monitoring and livelihood support.
Evidence gapNo retained study evaluates an ECOWAS just-transition package.Do not overclaimHigher exports from a neighbouring country do not by themselves prove that mining relocated there.
Actor map 1 of 4 · Rights-holders
Start with the people whose rights, income and environment change
Inside mining
diggerswasherscarriersprocessorsteam leaderscasual workerslicensed workersformer miners
Land and farming
smallholder farmerslandownerstenant farmerssharecroppersfarm workerscustomary userscocoa caretakers
Community
women inside and outside miningyoung peopleolder peoplemigrantschildrencaregiverspeople with disabilities
Exposed non-miners
downstream residentsforest-edge communitiesfisherslivestock keeperswater usersfuture land users
Participation ruleEach group must speak through people it chooses.SafeguardDo not treat chiefs, licence holders, household heads or cooperative leaders as substitutes for everyone else.
Actor map 2 of 4 · Ghanaian duty-bearers
Mining policy crosses mandates that must act together
Land and mining
Ministry of Lands and Natural ResourcesMinerals CommissionLands Commissiontraditional authoritiesdistrict assemblies
Environment and water
EPA GhanaWater Resources CommissionGhana Water CompanyCommunity Water and Sanitation AgencyForestry Commission
Livelihood and welfare
Ministry of Food and AgricultureCOCOBODLabour DepartmentMinistry of HealthGhana Health Servicesocial protection agencies
Law and accountability
ParliamentcourtspoliceCHRAJAuditor-GeneralOffice of the Special Prosecutor
Coordination questionWho has the budget, authority and duty for each outcome?Accountability questionWho can challenge a decision, obtain data and secure a remedy?
Actor map 3 of 4 · Ghanaian power and scrutiny
Follow control of land, money, equipment, gold and evidence
Production power
land and mineral-right holdersmine operatorscooperativeslarge-scale minesparent companies and beneficial ownersequipment ownersfuel suppliers
Money and trade
informal financiersbankslocal traderslicensed aggregatorsGoldBodexporters and refiners
Collective voice
worker unionsfarmer organisationswomen's organisationsmigrant associationscommunity-based organisationsfaith groups
Independent scrutiny
WACAMA Rocha GhanaGhanaian universitiesindependent laboratoriesjournalistslegal aid
Power testAsk who sets price, eligibility, site access and evidence.Conflict testSeparate programme delivery, purchasing, verification and grievance handling.
Actor map 4 of 4 · Beyond Ghana
Responsibility follows flows of people, money, equipment and gold
West Africa
ECOWASneighbouring mining regulatorscustoms and border agenciesGIABAriver basin bodiesmigrant-worker networks
Trade chain
UAE trading hubsSwiss refinersUK and EU tradersLBMAjewellery and technology buyers
Rules and finance
OECDEU regulatorsbanksinsurersassurance providersdevelopment finance institutions
Support and evidence
ILOUNEPUNDPWorld BankGEF and planetGOLDinternational NGOs and researchers
FERN's leverageEU buyers, regulators and finance should fund correction and remedy, not only demand paperwork.Regional safeguardMonitor new sites and trade routes so improvement in one place is not financed by harm elsewhere.
Representation
No actor can stand in for everyone affected
Direct representation is required
Workers by role; women inside and outside mining; tenants and landowners; migrants; former miners; downstream and forest-edge residents; fishers and other resource users.
Important, but not substitutes
Chiefs, licence holders, cooperative leaders, household heads, professional women's groups, district officials, buyers and NGOs.
A chief is not every customary user. A licence holder is not a worker. A miner is not a downstream resident.
Minimum ruleSeparate seats, accessible information, safe dissent and paid participation.Remedy ruleComplaints must go somewhere independent of the body delivering or buying from the programme.
No one organisation can deliver the system
Build a network with four centres of responsibility
Community authority
Define acceptable outcomes, select representatives, monitor harm and use independent remedy.
Public coordination
Align land, mining, water, farming, labour, health, purchasing and social protection.
Market obligation
Buyers, refiners, financiers and equipment owners fund verified improvement and repair.
Independent evidence
Ghana-led research, laboratories, audits and public reporting track distribution and displacement.
FERN does not need to do everything. It can help make the whole system accountable.
Recommendations to Fern
Advocate for conditions, sequence and accountability
Fund Ghanaian leadership
Affected communities and Ghanaian researchers define outcomes and evidence.
Set clear red lines
No criminalisation-first package and no success claim based only on arrests or exports.
Demand the right sequence
Income protection and tested options before restrictions, except immediate danger.
Move costs upward
Buyers and finance support correction, verification and remedy without automatic exit.
Build independent checks
Community monitoring, water science, worker evidence, open contracts and safe complaints.
Track displacement
Monitor districts, borders and trade routes with ECOWAS partners.
Before advocacy or scale-up
Six questions for every proposed initiative
Coverage
Who is missing because they lack title, licence, time, membership or safety?
Adequacy
Does support match net income, timing, debt, risk and duration?
Power
Who controls land, licences, finance, contracts, price, equipment and complaints after formalisation?
Environment
Will total harm fall after rebound and toxin substitution?
Displacement
Where could people, extraction, finance, gold or pollution move?
Correction
What evidence triggers expansion, redesign, compensation or stopping?
Next-stage research
Evaluate the package without averaging away injustice
Follow people and places
Track owners, workers, tenants, women, migrants and affected non-miners before, during and after intervention. Include destination districts and watersheds.
Measure six domains together
Absolute harm; livelihood security; distribution and recognition; power and procedure; displacement and durability; implementation and cost.
Match method to claim
Use counterfactual evaluation where possible, realist synthesis for mechanisms, and meta-analysis only for genuinely comparable interventions.
Protect evidence quality
Use Ghana-led protocols, open methods, independent laboratories, conflict disclosure, community data governance and publication of harmful or null results.
Bottom line
The evidence supports a common architecture, not one universal blueprint
Protect people. Create viable options. Constrain the harmful system. Repair damage. Test every package for unequal effects and displacement.
FERN's strategic role is to help build the relationships, rules, finance and accountability that stop any one measure from becoming another source of harm.
recommendation from the full synthesisClickable bibliography 1 of 4
Ghana: livelihoods, environment and affected people
Adranyi, Stringer and Altink (2023). The impacts of artisanal and small-scale gold mining on rural livelihood trajectories. Mixed-method study in Atiwa West.
Adranyi et al. (2024). Joined-up governance for livelihood vulnerability and mining impacts. Same underlying Ghana field project as the 2023 paper.
Baddianaah, Tuu and Baatuuwie (2021). Livelihood implications of artisanal gold mining in farming communities, Wa East.
Obiri et al. (2016). Environmental and socio-economic impacts in Tarkwa Nsuaem, including repeated water sampling.
Osei et al. (2021). Ghana's ASM ban, youth livelihoods and imagined futures. University of Ghana and KNUST.
Hilson and Banchirigah (2009). Are alternative livelihood projects alleviating poverty in mining communities?
Clickable bibliography 2 of 4
Ghana: governance and current policy
Adu-Baffour, Daum and Birner (2021). Governance challenges of small-scale gold mining in Ghana: a Process Net-Map study.
Crawford and Botchwey (2017). Conflict, collusion and corruption in small-scale gold mining in Ghana.
Kumah (2022). Formalisation barriers and customary legitimacy in Ghanaian small-scale mining.
Mensah (2021). Legal pluralism, customary tenure and large-scale mining bias in Ghanaian ASM formalisation.
Parliament of Ghana (2006). Minerals and Mining Act, Act 703, including mineral ownership and transfer rules.
Ministry of Lands and Natural Resources. National Alternative Employment and Livelihood Programme.
Minerals Commission (2025). rCOMSDEP implementation announcement.
Ghana Gold Board (2026). Pilot traceability announcement.
Ghana Gold Board (2026). Traceability-system procurement announcement.
Clickable bibliography 3 of 4
Mining comparisons, supply chains and displacement
Tsang et al. (2019). Systematic review of occupational-health interventions in artisanal and small-scale gold mining.
GEF Independent Evaluation Office (2022). Evaluation of GEF interventions addressing artisanal and small-scale gold mining.
planetGOLD (2025). Global Project Assessment, Phase 1. Programme-authored account of global tools, coordination and lessons.
planetGOLD Ghana (2023). Inception workshop, project components, finance and stated targets.
planetGOLD Phase 2. Programme scope and integrated formalisation approach.
Álvarez-Berríos et al. (2021). Formalisation, land cover and mining expansion in Peru.
IMPACT (2021). Just Gold lessons from incentive and traceability work.
BGR (2019). Traceability in artisanal gold in Kampene, DRC.
Pereira and Pucci (2024 working paper; 2026 article). A Tale of Gold and Blood, Brazil.
Brugger et al. (2024). The state and the legalisation of illicit financial flows: trading gold in Bolivia.
Stoop et al. (2018). Mining ban, mineral substitution and conflict in eastern DRC.
OECD (2018). Gold at the crossroads: assessment of supply chains in the Liptako-Gourma region.
Clickable bibliography 4 of 4
Cross-sector evidence and just-transition design
Scoones (1998). Sustainable Rural Livelihoods: A Framework for Analysis. IDS Working Paper 72.
Roe et al. (2015). Systematic review of alternative livelihood projects and conservation.
Mansfield (2020). Alternative development and opium-poppy livelihoods in Afghanistan.
Jayachandran et al. (2017). Cash for carbon and forest conservation in Uganda.
Leight et al. (2024). Cash-plus programming and economic outcomes.
Walk et al. (2021). Gender and justice in coal transitions.
Kivimaa and Kern (2016). Policy mixes for sustainability transitions.
Gather et al. (2025). Pathways and policy mixes for just transitions.
Yeung et al. (2026). Realist review of just-transition interventions in developing countries.
Mejía, Restrepo and Rozo. Quasi-experimental evidence on enforcement and illegal coca markets in Colombia.
Toledo Orozco (2022). Gold-mining displacement and environmental governance.