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REPORT
Whose Air?
Assessing Equity in India’s Air Quality Policies
08 September, 2026 | Clean Air
Niharika Tyagi, Om Prakash Singh

Suggested Citation: Tyagi, Niharika and Om Prakash Singh. 2026. Whose Air? Assessing Equity in India’s Air Quality Policies. New Delhi: Council on Energy, Environment and Water.

Overview

India faces some of the highest levels of air pollution globally: 14 of the world's 20 most polluted cities are in India, and 99.9 per cent of the country's population lives in areas where air quality falls below World Health Organization (WHO) standards. In 2019 alone, air pollution was linked to roughly 1.6 million premature deaths and USD 95 billion in economic losses, equivalent to 3 per cent of India's GDP. In response,  the government has introduced several air quality management programmes in past years, including the National Clean Air Programme (NCAP), launched in 2019, and the Graded Response Action Plan (GRAP), which targets the National Capital Region. Despite substantial funding, these initiatives have delivered mixed results and have paid limited attention to the unequal impacts of air pollution on marginalised and vulnerable groups, including women, children, the elderly, indigenous communities, low-income households, and people with disabilities.

This report presents a systematic Gender Equity and Social Inclusion (GESI) analysis of 19 Indian air quality policies, spanning five sectors: energy access and power generation, low-emission transport, waste management, air quality management, and air pollution and health. The study examines whether these policies acknowledge and substantively address gender-differentiated impacts and the needs of socially excluded groups, as well as how they define vulnerability to air pollution.

The analysis classifies selected policies as GESI-blind, GESI-aware, or GESI-responsive. It also examines the specific drivers of vulnerability- socioeconomic status, occupational exposure, age, and disability;  that leave some groups more exposed and less safeguarded than others. Based on these findings, the report identifies gaps in India's air quality governance and offers a set of targeted recommendations to build more inclusive and equitable policy options.

Key Highlights

  • 7 of the 19 air quality policies reviewed (37 per cent) are entirely GESI-blind, i.e.,  they do not acknowledge gender equity or social inclusion at all, risking the reinforcement of existing inequalities by design.
  • 11 of 19 policies (58 per cent) fail to acknowledge gender-related vulnerabilities to air pollution; every policy in the low-emission transport and waste management sectors omits gender considerations entirely.
  • 10 of 19 policies (53 per cent) do not acknowledge age-related vulnerabilities, even though children and the elderly are among the most physiologically susceptible to air pollution's health effects.
  • Disability is the starkest gap in the policy landscape: 14 of 19 policies (74 per cent) fail to acknowledge disability-related vulnerabilities, with just five mentions of disability across all 19 policies combined.
  • Only two policies-  the Pradhan Mantri Ujjwala Yojana (PMUY) and the National Programme on Climate Change and Human Health (NPCCHH)- are classified as fully GESI-responsive, explicitly linking traditional cooking fuel use to the health risks faced by women and children.
  • Even gender-aware policies fall short on intersectionality: the Saubhagya scheme identifies female-headed households as a target group but overlooks other marginalised categories, such as Scheduled Caste/Scheduled Tribe communities, landless individuals, and casual labourers.
  • The study recommends mandating collection and reporting of data on air-pollution exposure, related health and livelihood impacts and vulnerability disaggregated by gender, caste, and socioeconomic status; embedding gender analysis into policy design and implementation; developing targeted interventions for high-exposure occupational groups; and prioritising dedicated gender budgeting within nodal ministries and departments.

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"In India, air pollution is not just an environmental or health crisis, it’s also a crisis of inequality. Gender, income, age, occupation, and disability shapes who’s most exposed, most impacted and least protected from the externalities. Yet, only a handful of air quality management related policies actually see these structural vulnerabilities. Our report is an attempt to make that invisibility visible."

Executive summary

The State of Global Air 2025 report estimates that approximately 143,000 deaths among children under five in India in 2023 were attributable to air pollution, which translates to more than one death every five minutes. India faces one of the most severe air pollution crises globally, with millions suffering each year from its adverse health and environmental impacts (Jiang 2023). In response, the Government of India has implemented air quality management programmes and policies aimed at mitigating pollution, reducing exposure, and improving public health. For instance, the National Clean Air Programme (NCAP), launched in 2019, is a five-year initiative that has set ambitious targets for India’s most polluted cities, while the Graded Response Action Plan (GRAP), 2023 specifically addresses the National Capital Region. Despite receiving substantial funding, these programmes have had mixed results. These initiatives overlook a critical dimension – the disproportionate impact on marginalised and vulnerable groups, including women, the elderly, children, indigenous communities, low-income households, and the differently abled. Economic and social inequities, along with gender and cultural dynamics, exacerbate the vulnerability of these groups to the health impacts of air pollution (Kumar et al. 2023). Addressing the crisis requires solutions that extend beyond introducing regulations and technological fixes and instead embrace a more inclusive approach that integrates the lens of gender equity and social inclusion (GESI) into air quality management policies and practices.

Recognising this need, we systematically evaluate Indian air quality management policies’ compliance with GESI norms. Through a set of selection criteria, 19 policies across five key sectors were identified: energy access and power generation, low-emission transport, waste management, air quality management, and air pollution and health. While the primary focus was on policies formulated from 2010 to 2024, critical policies from before 2010 are also considered if they are still applicable (e.g., The Air (Prevention and Control of Pollution) Act, 1981, and Guidelines for Ambient Air Quality Monitoring, 2003). Erstwhile policies are excluded from the review.

Our analysis underscores gender-differentiated access to resources and healthcare, emphasising how socioeconomic status, traditional gender roles, and biological differences, particularly in relation to reproductive health, shape the varied impacts of air pollution across different genders.

For example, evidence shows that expectant mothers are especially vulnerable to the adverse effects of air pollution, which can increase the likelihood of negative birth outcomes. Yet, only one was found out of the selected policies (National Programme on Climate Change and Human Health) substantively acknowledging and addressing this specific vulnerability. Moreover, many policies fail to account for age and socioeconomic disparities, leaving some vulnerable groups under-protected. A notable gap is the limited consideration of individuals with disabilities, who face compounded challenges due to both physical barriers and the lack of policy attention. This analysis reveals a significant gender bias and social exclusion in the current policy landscape, emphasizing the need for a GESI-integrated approach. By employing an intersectional framework, we identify key drivers of marginalisation – including factors such as socioeconomic status, geographic location, and political powerlessness – that drive vulnerability to the impacts of air pollution. As a result, we present a more informed and nuanced understanding of how these compounded vulnerabilities amplify the effects of air pollution on marginalised communities.

The selected policies have been analysed for their GESI-responsiveness, focusing on whether they acknowledge and substantively address both gender equity and social inclusion, and how they define and assess vulnerability to air pollution. A GESI-responsive policy explicitly acknowledges and addresses GESI concerns by recognising the differentiated impacts of air pollution on various genders and socioeconomic groups and integrating measures to address them. This includes implementing targeted measures such as prioritising healthcare access for women and children, ensuring equitable distribution of resources and benefits, incorporating gender-sensitive language and perspectives, and actively engaging marginalised communities, including those with disabilities, in decision-making and policy-implementation processes. Using the methodologies of content and discourse analyses, along with tools like NVivo 14, we critically examine the language and context of these policies and the impact these entail on ground.

Figure 1 Highlights of the air quality management policy analysis, highlighting the degree to which they factor in gender equity and social inclusion

Highlights of the air quality management policy analysis, highlighting the degree to which they factor in
gender equity and social inclusion

Findings from the analysis

  • There are significant disparities in how gender and social equity are addressed in air quality management policies. While the two-thirds of the policies acknowledge the differentiated impact of air quality on women and diverse social groups, those focusing on low-emission transport and waste management notably fail to incorporate gender considerations. This includes several critical air quality management policies that do not recognise the GESI implications of air pollution.
  • Some policies acknowledge the disparate impacts of air pollution on women but fail to address gender equity. For example, the Saubhagya scheme, which aims to provide electricity to all households without power in India, identifies female-headed households as a target group based on deprivation indicators. However, it overlooks gender dimensions within other marginalised categories, such as Scheduled Caste/Scheduled Tribe communities, landless individuals, and casual labourers. This indicates the lack of a comprehensive approach to gender equity across all disadvantaged groups.
  • In contrast, two policies – the Pradhan Mantri Ujjwala Yojana (PMUY) and the National Programme on Climate Change and Human Health (NPCCHH) – are notable for their gender-responsiveness and social inclusion. Both explicitly address the health risks associated with using traditional cooking fuels and emphasise the need to protect women and children from indoor air pollution.
  • Age-related vulnerabilities are acknowledged in 47 per cent of the selected policies.
  • Socioeconomic and occupational exposure vulnerabilities are acknowledged in 42 per cent of the policies. However, with only five mentions of disability-related vulnerabilities, there appears to be a considerable gap in the policy framework, highlighting the need for greater inclusivity of individuals with disabilities in the context of air pollution.

Our analysis emphasises the need to integrate gender equity and social inclusivity into air pollution regulations to mitigate health disparities and achieve equitable outcomes. Implementing GESI-responsive policies can ensure a smooth transition to a net-zero-inclusive and equitable future, leaving no one behind.

B. Key policy recommendations

To enhance the GESI-responsiveness of policies addressing air pollution in India, CEEW recommends the following:

GESI-responsive policies and programmes hold the key to formulating transformative solutions. Policies have the potential to push gender-responsive climate action that addresses both environmental and societal concerns and can contribute to the realisation of India’s National Determined Contributions (NDCs) and NCAP goals.

  • National and state level health and environment ministries and departments to enact policies that mandate the systematic collection of disaggregated data on air pollution impacts across gender, caste, socioeconomic status, and other parameters of marginalisation through standardised data collection systems.
  • Policymakers within the nodal ministries, non-government organizations and policy think tanks should conduct a systematic gender analysis during the policy design and implementation phases to critically assess the unique needs and challenges faced by women, men, and gender-diverse people in the air quality sector.
  • Relevant government departments and local bodies involved in public health should develop targeted interventions that address specific vulnerabilities associated with gender, age, economic status, occupational exposure, and disabilities.
  • Government stakeholders and civil-society organizations should ensure equitable representation of women, men, and gender minorities in decision-making processes related to air pollution.
  • Active collaboration between key nodal ministries, such as the Ministry of Environment, Forest and Climate Change, Ministry of Health and Family Welfare, Ministry of Women and Child Development, Ministry of Labour and Employment, and Ministry of Housing and Urban Affairs.
  • Health ministries, local public health departments, media outlets, and community health workers should ensure that health advisories, information campaigns, and healthcare services related to air pollution are accessible to all, including individuals with disabilities.
  • Local government authorities, community development organisations, and non-profits working at the grassroots level should leverage community networks, such as women’s self-help groups and local non-governmental organisations (NGOs), to raise awareness and implement air pollution interventions.
  • Ministries of Finance, budget offices, and gender-focused agencies (e.g., Ministry of Women and Child Development), should prioritise (evidence-based) gender budgeting and provide adequate funding for gender-responsive goals and activities within the air quality management sector.
  • Nodal ministries to mandate regular impact assessment of policies on gender and social equity through formalised management information systems (MIS).
FAQs

Frequently Asked Questions

  • What is Gender Equity and Social Inclusion (GESI), and why does it matter for air quality policy?

    GESI is a framework for evaluating whether policies recognise that people experience the impacts of air pollution differently depending on their gender, age, disability status, occupation, and socioeconomic position. Research shows that women, children, the elderly, low-income households, and people with disabilities are disproportionately exposed to air pollution's health effects, often due to how they cook, work, travel, and access healthcare. A policy that is GESI-blind risks channeling resources and protections toward those already better positioned to access them, while leaving the most vulnerable groups underserved.

  • How were the 19 policies selected and assessed for this study?

    The study identified policies through targeted keyword searches (for example, "air quality and policy" and "gender equity or social inclusion and air pollution regulation") across the FAOLEX and ECOLEX databases and nodal ministry websites. It focused on guidelines, regulations, acts, and schemes formulated from 2010-2024, while also including few older but still-applicable policies, such as The Air (Prevention and Control of Pollution) Act, 1981. The resulting 19 policies span five sectors: energy access and power generation, low-emission transport, waste management, air quality management, and air pollution and health. Each policy was analysed using content and discourse analysis, supported by NVivo 14 software, to assess how - and how substantively -it engages with gender equity, social inclusion, and vulnerability.

  • What do "GESI-blind," "GESI-aware," and "GESI-responsive" mean?

    These are the three categories used to classify each policy's engagement with gender equity and social inclusion. GESI-blind policies do not consider gender or social inclusion at all and may inadvertently reinforce existing inequalities. GESI-aware policies recognise that different groups have different needs but stop short of actively addressing them within the policy design. GESI-responsive policies go furthest: they actively target gender and social inequalities through specific interventions, such as prioritising healthcare access for women and children or engaging marginalised communities in decision-making. A related category, social-equity-targeted, describes policies that address the needs of specific social groups without engaging with gender concerns.

  • Which policies scored best and worst on GESI-responsiveness?

    Only two of the 19 policies- the Pradhan Mantri Ujjwala Yojana (PMUY) and the National Programme on Climate Change and Human Health (NPCCHH)- were classified as GESI-responsive. Both explicitly address the health risks of traditional cooking fuels and identify specific vulnerable populations, such as pregnant women and children under five. At the other end, seven policies were found to be entirely GESI-blind, including the National Ambient Air Quality Standards, The Air (Prevention and Control of Pollution) Act, the Commission for Air Quality Management Act, the FAME-2 electric vehicle scheme, and the Environment (Protection) Amendment Rules, 2015 governing thermal power plant emissions.

  • What is disability and why is it a significant gap in India's air pollution policies?

    The UN Convention on the Rights of Persons with Disabilities (UNCRPD) describes persons with disabilities as people with long term physical, mental, intellectual or sensory impairments which, in interactions with various barriers, may hinder their full and effective participation on an equal basis with others. In our analysis, disability-related vulnerabilities were mentioned in just five times across all 19 policies analysed- the lowest of any vulnerability dimension studied, compared with nine instances for age-related vulnerabilities and eight for socioeconomic/occupational vulnerabilities. Only the National Programme on Climate Change and Human Health (NPCCHH) substantively addresses disability, through a checklist developed in collaboration with the WHO that helps healthcare facilities assess their readiness to serve people with disabilities, including asking whether facilities have separate, functional toilets for Divyang (differently-abled) users. This near-total silence means people with disabilities face compounded barriers, both physical and structural, that current policy is not designed to address.

  • Do some sectors treat gender and social inclusion differently than others?

    Yes. The analysis found a sharp sectoral divide: all policies in the low-emission transport and waste management sectors were found to be gender-blind, failing to incorporate any gender equity considerations. This stands in contrast to the air pollution and health sector, where three NPCCHH sub-policies were rated GESI-responsive. This suggests that GESI considerations are currently treated as relevant mainly to health-focused policy, rather than integrated across the full range of sectors that shape air quality outcomes.

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