Health Data Must Drive Action, Not Just Headlines

Context

The recent release of three major health surveys—National Family Health Survey (NFHS-6), NSO 80th Round Household Social Consumption: Health, and National Health Accounts (NHA) Estimates 2022-23—provides valuable insights into India’s health sector. However, the true value of such surveys lies not in highlighting achievements alone but in enabling timely policy correction and evidence-based governance.

Major Health Surveys Released

1. National Family Health Survey (NFHS-6)

The National Family Health Survey is India’s largest health and demographic survey conducted by the Ministry of Health and Family Welfare with the International Institute for Population Sciences (IIPS) as the nodal agency.

Key Features

• First conducted in 1992-93.
• Subsequent rounds: NFHS-2 (1998-99), NFHS-3 (2005-06), NFHS-4 (2015-16), NFHS-5 (2019-21), and NFHS-6 (2023-24).
• Covered over 6.7 lakh households across all States and Union Territories.

Data Collected

• Fertility and family planning
• Maternal and child health
• Nutrition and anaemia
• Immunisation
• Mortality indicators
• Domestic violence
• Sanitation and hygiene
• Lifestyle and non-communicable diseases

Importance

NFHS data are widely used to assess progress towards:

• Sustainable Development Goals (SDGs)
• POSHAN Abhiyaan
• Ayushman Bharat
• National health and nutrition targets

2. NSO 80th Round Household Social Consumption: Health

Conducted by the National Statistical Office (NSO) under the Ministry of Statistics and Programme Implementation.

Coverage

• Conducted during January–December 2025.
• Covered approximately 1.4 lakh households in rural and urban India.

Provides Information On

• Morbidity patterns
• Hospitalisation rates
• Health-seeking behaviour
• Insurance coverage
• Public and private healthcare utilisation
• Out-of-Pocket Expenditure (OOPE)

Significance

Helps assess accessibility, affordability and utilisation of healthcare services across the country.

3. National Health Accounts (NHA) Estimates 2022-23

Prepared annually by the National Health Accounts Technical Secretariat under the National Health Systems Resource Centre.

Framework

Prepared according to the System of Health Accounts (SHA) 2011 developed by WHO, OECD and Eurostat.

Key Indicators

• Total Health Expenditure (THE)
• Government Health Expenditure (GHE)
• Current Health Expenditure (CHE)
• Out-of-Pocket Expenditure (OOPE)

Importance

Used to evaluate progress towards:

• Universal Health Coverage (UHC)
• Increased public health spending
• Reduction in household healthcare burden

Key Concerns Highlighted by the Surveys

Rising Burden of Non-Communicable Diseases (NCDs)

The prevalence of obesity, diabetes and hypertension is increasing across all socio-economic groups.

Implications

• Increased healthcare expenditure
• Reduced workforce productivity
• Higher disease burden on public health systems

Persistent Anaemia

Despite multiple interventions, anaemia continues to affect women, children and adolescents at alarming levels.

Concerns

• Maternal mortality
• Child stunting and cognitive impairment
• Reduced economic productivity

High Out-of-Pocket Expenditure (OOPE)

Households continue to bear a substantial share of healthcare costs.

Consequences

• Medical indebtedness
• Catastrophic health expenditure
• Increased poverty and inequality

Rising Childhood Obesity

Growing consumption of unhealthy foods and sedentary lifestyles are contributing to childhood obesity.

Need

• School-based nutrition programmes
• Promotion of physical activity
• Regulation of unhealthy food marketing

Commercialisation of Health Challenges

Health trends are increasingly viewed through a market lens.

Examples

• Rising obesity expands markets for weight-loss products, gyms and wellness applications.
• Growing diabetes prevalence boosts demand for diagnostics, medicines and monitoring devices.

Concern

Weak public health messaging coupled with aggressive commercial interests may result in excessive medicalisation rather than preventive healthcare.

Challenges in India’s Health Data Ecosystem

Time Lag in Data Release

NFHS-6 data were collected during 2023-24 but released only in 2026.

Consequences

• Delayed policy response
• Reduced relevance of findings
• Limited academic scrutiny
• Missed opportunities for corrective interventions

Governments may highlight favourable indicators while dismissing adverse findings as outdated.

Why Data-to-Action Matters

Health surveys can improve outcomes only when linked to timely policy interventions.

Effective Use of Health Data

• Identification of lagging districts
• Targeted resource allocation
• Monitoring programme performance
• Evidence-based policy redesign
• Early identification of emerging health risks

Countries with stronger health systems routinely convert data into actionable governance measures.

Suggested Reforms

Improve Policy Responsiveness

• Release national and State-level action notes within 30–45 days of survey publication.
• Clearly identify areas of progress, stagnation and decline.

Strengthen Accountability

• Link each survey finding to a specific government programme.
• Assign responsibility to concerned departments and officials.

Institutionalise Data Reviews

• Conduct regular State-level health review meetings involving government agencies, experts and civil society organisations.

Integrate Health Databases

• Link survey findings with:
  • Health Management Information System (HMIS)
  • Integrated Health Information Platform (IHIP)

Enhance Transparency

• Ensure early release of primary datasets.
• Facilitate independent academic and policy research.

Align Budgets with Evidence

• Use survey findings to guide health-sector budgetary allocations and programme priorities.

Conclusion

India possesses one of the world’s most extensive health data systems. However, the effectiveness of these surveys depends not on the quantity of data collected but on how quickly and effectively it is translated into policy action. A robust data-to-action framework can help address emerging health challenges, strengthen public health systems and accelerate progress towards Universal Health Coverage.