What Data & Schemes to Use in ESI–ARD (And What to Avoid)

(NABARD Grade A Mains | Descriptive | Premium Examiner-Aligned Guide)

If you want consistent high marks in ESI & ARD descriptive answers, remember this: NABARD doesn’t reward “random facts.” It rewards relevant, credible, India-specific data + scheme-linkage + rural development framing — presented in a clean structure.

This post gives you a practical, exam-ready list of what data to use, which schemes to quote, how to present them, and what to avoid so your answers sound like a NABARD officer’s note, not a coaching handout.


1) The Golden Rule: Data Must Serve the Argument

Use data only when it does one of these four jobs:

  1. Establishes magnitude (How big is the issue?)
  2. Shows trend (Improving or worsening?)
  3. Proves urgency (Why policy action is needed now)
  4. Validates impact (What works and what doesn’t)

Examiner mindset: “Data is evidence, not decoration.”


2) The Best Data Sources for NABARD (Safe + Credible)

When you cite data, it should come from trusted, familiar sources the examiner recognizes.

A) For ESI (core sources)

  • Economic Survey (latest available)
  • Union Budget highlights (allocations, priorities)
  • RBI Reports (Financial Stability Report, Annual Report)
  • NFHS (nutrition, health, sanitation indicators)
  • NSS/PLFS (employment, consumption, labour trends)
  • NITI Aayog (SDG India Index, Aspirational Districts, policy papers)

B) For ARD (core sources)

  • Agriculture Census (landholdings, operational size)
  • PMFBY / agriculture insurance dashboards (if you can cite carefully)
  • ICAR / SAUs / NABARD reports (where relevant)
  • MoAFW updates (production, yield, policy initiatives)
  • Allied sector reports (dairy, fisheries, horticulture)

Tip: You don’t need 10 sources. You need 2–3 clean, relevant references.


3) “Must-Have” Data Buckets for ESI Answers

Use these buckets depending on the question theme:

1) Poverty, Inclusion, Welfare Delivery

  • Poverty, deprivation, DBT reach, last-mile access
  • DBT, JAM pipeline, financial inclusion indicators

2) Employment & Informal Sector

  • Labour force participation, unemployment, skilling, rural employment

3) Health, Nutrition, Education

  • Stunting, wasting, anaemia (NFHS)
  • School outcomes, learning gaps (if needed)

4) Banking, Credit & Financial Stability

  • Priority sector credit, NPAs (macro), digital payments trends

5) Climate & Disaster Risk

  • Heatwaves, rainfall variability, climate vulnerability
  • Adaptation needs, resilience building

4) “Must-Have” Data Buckets for ARD Answers

1) Land & Farm Structure

  • Small and marginal farmer share
  • Fragmentation, tenancy issues

2) Productivity & Input Efficiency

  • Yield gap, irrigation efficiency, soil health, input overuse

3) Markets, Price Realization & Value Chains

  • Post-harvest losses, storage gaps, price volatility

4) Allied Activities (high-scoring)

  • Dairy, fisheries, poultry, beekeeping, sericulture
  • Farmer Producer Organisations (FPOs), aggregation

5) Climate-Resilient Agriculture

  • Micro-irrigation, drought-proofing, diversification, agroforestry

5) Schemes You Can Use Like “Plug-and-Play” (ESI + ARD)

Below are high-utility schemes that fit most answers. Don’t dump all of them. Pick 1–3 that match your argument.

A) Agriculture & Farmer Income (ARD core)

  • PM-KISAN (income support)
  • PMFBY (risk mitigation)
  • Soil Health Card (input rationalization)
  • PMKSY / Per Drop More Crop (micro-irrigation)
  • e-NAM (market access)
  • Agriculture Infrastructure Fund (AIF) (post-harvest + value chain)

B) Rural Development & Livelihoods (NABARD-favourite)

  • DAY-NRLM (SHGs, women-led livelihoods)
  • MGNREGA (rural wage + asset creation)
  • DDU-GKY (rural skilling)
  • PMAY-G (rural housing)
  • SVAMITVA (rural land records & property cards)

C) Financial Inclusion & Credit (ESI-friendly)

  • PMJDY (banking access)
  • Mudra (micro-enterprise)
  • Stand-Up India (SC/ST & women entrepreneurs)
  • KCC (farm credit + working capital)

D) Nutrition, Water, Sanitation (ESI + rural framing)

  • POSHAN Abhiyaan (nutrition mission)
  • Jal Jeevan Mission (tap water)
  • Swachh Bharat Mission (sanitation)

NABARD tone upgrade: Always connect schemes to rural livelihoods, credit linkage, sustainability, and inclusion.


6) The “NABARD-Style” Way to Insert Scheme + Data

Use this 3-line pattern:

Problem (1 line): State the issue + one evidence point
Policy (1 line): Mention a relevant scheme/initiative
Outcome (1 line): Explain expected impact in rural context

Example (template):
“Low irrigation efficiency increases climate risk for smallholders (trend/evidence). Initiatives such as PMKSY and micro-irrigation promotion support ‘per drop more crop’. This improves water productivity, stabilises yields and strengthens farm resilience.”


7) What to Avoid: The 10 Common Mistakes That Kill Marks

1) Unverified numbers

If you are not sure, don’t guess. Use approximations carefully:

  • ✅ “About one-third / nearly half / around two-thirds”
  • ❌ “Exact figures you’re unsure about”

2) Outdated or controversial data

Old years without context weaken credibility.

3) Overloading your answer

NABARD wants clarity. Too many schemes = low coherence.

4) Scheme dumping without linkage

Just writing scheme names is not “policy analysis.”

5) Wrong ministry / wrong objective

A scheme used incorrectly signals weak understanding.

6) Urban-centric framing

Even ESI answers should reflect rural development lens for NABARD.

7) International reports as the main evidence

Use global references only as supporting context, not the backbone.

8) Random buzzwords

“Revolutionary, historic, game-changing” without evidence feels promotional.

9) Extreme claims

Avoid “will eliminate poverty,” “completely solve,” etc.

10) No monitoring / implementation angle

NABARD loves the “last mile”: governance, delivery, capacity, social audits.


8) Quick List: “Safe Data Points” You Can Memorise (Without Overfitting)

Instead of mugging exact numbers, memorise rounded anchors:

  • Share of small/marginal farmers (broadly high)
  • Rising fragmentation of landholdings
  • Nutrition indicators (stunting/anaemia remain concerns)
  • Climate risk increasing (heat/rainfall variability)
  • Rural livelihoods depend heavily on agriculture + allied diversification is key

✅ This keeps you accurate even under exam pressure.


9) Mini Checklist Before You Submit Any ESI/ARD Answer

Ask yourself:

  • Did I use 1–2 relevant data points (not 6)?
  • Did I link 1–2 schemes to the exact problem?
  • Did I add a rural/NABARD lens (livelihood, inclusion, sustainability)?
  • Did I avoid guessing exact numbers?
  • Does my conclusion give way forward + implementation?

If yes — your answer will look premium.


Conclusion: Write Like a NABARD Officer, Not a Student

Your goal in ESI–ARD descriptive answers is simple: sound credible, policy-aware, and rural-development oriented. Use data sparingly but sharply. Use schemes strategically, not mechanically. And always show implementation realism.

If you follow the patterns above, your answers will become shorter, stronger, and more “NABARD-standard” — exactly what converts 11–12 marks into 13–15.


Bonus: Vocabulary Bank (NABARD Tone)

  • last-mile delivery, targeting efficiency, resilience building, livelihood diversification, risk mitigation, institutional credit, value-chain strengthening, capacity building, convergence approach, evidence-based policy