Research-Grade XLSForms, Ready for Deployment.

'- Recording multiple products in a single survey - Tracking wholesale vs. retail prices - Automatic calculation of price gap - Basic market dynamics via price trend - Notes for potential issues (inflation, scarcity, gouging)

- Targeted respondents: Form restricted to Beekeepers & Urban Farmers only. - Multi-dimension bee health: Covers colony collapse disorder, pests, hive strength. - Dual yield tracking: Captures average and total honey yield per season. - Simple scoring system: Hive strength recorded using a 1-10 scale for easy comparison. - Designed for basic analysis: Outputs suited for calculating: average yields, CCD incidence rate, pest prevalence, hive strength distribution, and user segmentation. - Modular grouping: Clear grouping of respondent info, hive health, and yield sections to support dashboard-ready structuring.

'- Identifies interest levels among youth in agribusiness - Captures key barriers preventing youth participation - Tracks access to finance and training - Includes suggestions and comments for program improvement

'- Targeted users: Relevant for Urban Farmers and Urban Fish Farmers. - System type tracking: Captures hydroponics/vertical farming systems used. - Crop diversity: Allows multiple crops to be recorded per system. - Planting density: Records density to help estimate production efficiency. - Energy and cost assessment: Tracks energy sources and monthly energy costs for ROI analysis. - Water and nutrient management: Captures water sources and nutrient management methods.

'- Digital transaction measurement: Captures number of mobile money transactions vs total transactions - Platform adoption: Records which mobile money platforms are used - Barrier identification: Identifies main obstacles to adoption - Simple calculation: Automatically computes % of digital transactions - Targeted respondents: Only Ag-Tech Startups, Early Adopters, and Machinery Dealers included - Basic analysis-ready: Data structure allows basic penetration and platform analysis

- Target users: Government Agencies, Hospital Administrators, Procurement Officers - Multi-road & multi-region: Tracks multiple roads across regions per respondent - Weighted urgency scoring: Poor condition=2, Not passable=2, Maintenance needed=1 (0-5 per road) - Conditional follow-ups: Triggered for roads with urgency_score ‚>3 - Detailed metadata: Road name, ID, type, region, condition, passability, maintenance needs - Key checks: Road condition, passability, maintenance requirement

'- Multi-dimensional constraints: Includes zoning, space, pollution, resource access, and social/community factors. - Targeted urban users: Relevant to urban farmers, beekeepers, fish farmers, and seed producers. - Structured for analysis: Designed for easy scoring of severity, adequacy, and access indicators. - Environmental & social mapping: Pollution and neighborhood conflict data enable spatial and social analysis. - Resource & market assessment: Tracks water, inputs, and market access for operational feasibility analysis. - GPS-enabled: Allows spatial mapping of constraints in the city.

'- 1. Weighted Activity Emissions: Produces per-actor and activity-level emissions that are weighted - 2. Aggregated Supply-Chain Index: overall_carbon_index combines emissions, barriers, and facilitators - 3. Barriers & Facilitators Mapping: Identifies obstacles and practices reducing carbon footprint - 4. Multi-Actor & Multi-Activity Tracking: Tracks multiple actors and activities per region for robust analytics - 5. Analytics-Ready Variables: Supports dashboards, cross-tabs, and supply chain optimization decisions

'- Target users: Veterinarians, Quality Auditors, Lab Technicians - Simple design: Minimal fields for rapid data collection - Product coverage: Honey, Olive oil, Meat - Key checks: Adulteration, dilution, mislabeling, laboratory testing - Global applicability: Includes international country options - Notes field: Allows qualitative observations per batch

'- 1. Meal Quality & Portion - Taste, variety, portion size - Quality Index calculation - Nutrient adequacy tracking - 2. Program Coverage & Impact - Meal Coverage Score (% of week)

'- Value Chain Logic: Structured according to the sequential grain journey (Harvest-Drying-Threshing-Storage) to pinpoint critical loss nodes. - Cumulative Constraint Checks: Validation logic ensures that reported loss at any stage does not exceed the physically remaining quantity from previous stages. - Real-time Aggregate Calculation: Instantly computes both total weight loss (kg) and percentage loss to provide immediate feedback to enumerators and analysts. - Qualitative Driver Identification: Couples quantitative loss data with qualitative causes (e.g., specific pests or methods) for targeted intervention planning. - Analysis-Ready Naming: Utilizes consistent snake_case and standardized units (kg) across all stages to allow for seamless cross-tabulation.

'- Tracks expenditure per food category - Calculates percentage of income spent per category and overall - Frequency of purchase allows temporal analysis - Validation rules reduce errors and unrealistic values - Ready for aggregated reporting and comparison across households, schools, and restaurants