AI vs Traditional M&E Methods - EvalCommunity Academy

Step 1: Project Context

What is the scale of your project?

Small-scale (1-100 beneficiaries, single location)

Medium-scale (100-1,000 beneficiaries, multiple locations)

Large-scale (1,000+ beneficiaries, regional/national)

How much data do you need to collect and analyze?

Low volume (surveys from 50-200 people)

Medium volume (surveys from 200-1,000 people)

High volume (surveys from 1,000+ people or continuous data streams)

What is your project timeline?

Long-term (2+ years with quarterly reporting)

Medium-term (6 months to 2 years)

Short-term (under 6 months, need rapid results)

Step 2: Resources & Capabilities

What is your budget for M&E activities?

Limited (under $10,000)

Moderate ($10,000-$50,000)

Substantial ($50,000+)

What is your team's technical expertise level?

Basic (comfortable with Excel, email, basic software)

Intermediate (can use online surveys, databases, some analysis tools)

Advanced (comfortable with programming, APIs, advanced analytics)

How important is real-time monitoring for your project?

Not important (quarterly reports are sufficient)

Somewhat important (monthly updates would be helpful)

Very important (need to respond to issues immediately)

Step 3: Data Requirements

What type of data do you primarily need?

Primarily qualitative (stories, experiences, contextual insights)

Mixed qualitative and quantitative

Primarily quantitative (numbers, metrics, statistical analysis)

How complex is your data analysis needs?

Simple (basic statistics, averages, percentages)

Moderate (cross-tabulations, correlation analysis)

Advanced (predictive modeling, pattern recognition, machine learning)

Do you need to predict future outcomes or identify at-risk beneficiaries?

No, just need to understand current status

Would be helpful but not critical

Yes, prediction and early warning systems are crucial

Step 4: Context & Ethics

How important is cultural context and human interpretation?

Critical (working with sensitive communities, complex cultural dynamics)

Important (some cultural considerations needed)

Minimal (straightforward metrics and outcomes)

What are your data privacy and security requirements?

High (sensitive personal data, strict regulations)

Medium (some personal data, standard precautions needed)

Low (mostly anonymous or aggregated data)

How familiar are your stakeholders with technology?

Low (prefer traditional methods, skeptical of AI)

Medium (open to technology with proper explanation)

High (tech-savvy, interested in innovative approaches)

Your Recommended Approach

Assessment Breakdown

Traditional Methods Score: 0

AI-Powered Score: 0

Hybrid Approach Score: 0

M&E Method Assessment Tool