Understand the topic
What this means in daily life
Farmer prosperity depends on the money a household keeps after production costs, losses, borrowing and selling expenses. This topic proposes looking at income stability and household choice alongside crop yield.
Higher sales can coexist with lower take-home income when inputs, hired labour, transport or debt costs rise. Separate farm-business earnings from other household income, and show when cash arrives relative to when bills must be paid.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Net farm income | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Income volatility | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Share sold through competitive channels | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Post-harvest value retained | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Claim/grievance closure | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
10 ideas for this topic
What could be done — and what needs testing
These are proposals for research and local testing. They are not claims that a project has been funded, implemented or proved successful.
Full-cost farm notebook
Test a simple record of paid inputs, hired and family labour, rent, interest, transport and losses for one enterprise.
What to check: Include paid and unpaid production costs explicitly
Sale-to-payment tracking
Follow a sample of sales from agreed grade and weight to deductions, payment date and any disputed amount.
What to check: Measure days to actual usable payment and disputed deductions
Seasonal cash-flow planning
Help willing households compare payment timing with input purchases, school costs and other commitments without prescribing loans.
What to check: Match seasonal bills to realistic receipt dates
Buyer-choice comparison
Compare several realistic selling channels using net proceeds, reliability and waiting time rather than headline prices.
What to check: Compare net proceeds and payment risk across buyers
Small-loss reduction trials
Identify one repeated farm loss and test a low-cost correction before considering large new equipment.
What to check: Compare the selected loss before and after the small trial
Income diversification decisions
Compare additional enterprises against labour, water, skill, market and household risk instead of assuming more activities always help.
What to check: Examine correlated income losses and new debt exposure
Debt stress referral
Provide access to qualified financial counselling for households that request it, without displaying individual debt records.
What to check: Confirm access to qualified independent debt advice
Risk-adjusted investment review
Compare likely gains, maintenance, finance and bad-season outcomes before a farm investment is proposed.
What to check: Test affordability under a poor season without promising returns
Tenant and women inclusion
Test whether income-support services reach people doing the work when land or accounts are registered to someone else.
What to check: Verify participation without requiring land ownership
Household wellbeing follow-up
Ask participants whether the change improves reliable income, working conditions and control over decisions as well as production.
What to check: Ask about income stability workload and control over choices