Social Justice & Welfare·Explained

Women's Empowerment Schemes — Explained

Updated 9 Mar 2026

Detailed Explanation

Women's empowerment schemes in India represent a dynamic and evolving policy landscape, reflecting the nation's commitment to gender equality and inclusive development. This section delves into the intricate details of these initiatives, tracing their historical trajectory, constitutional underpinnings, operational mechanisms, and critical evaluation.

1. Historical Evolution: From Welfare to Rights-Based Approach

India's journey towards women's empowerment has seen a significant shift in approach. Post-independence, the initial focus was largely on welfare, treating women as vulnerable recipients of state aid.

Early initiatives, such as the Integrated Child Development Services (ICDS) Scheme (1975), while primarily focused on child development, also provided supplementary nutrition, health check-ups, and non-formal preschool education to pregnant and lactating women, marking an early, albeit welfare-oriented, engagement with women's needs.

The Sixth Five-Year Plan (1980-85) was pivotal, introducing a chapter on 'Women and Development' and recognizing women as active participants in development. This marked a shift from welfare to development.

The 1990s witnessed a further evolution towards an 'empowerment' approach, recognizing women's agency and their right to self-determination. The National Policy for Empowerment of Women (2001) solidified this shift, advocating for equal access to resources, participation in decision-making, and elimination of all forms of discrimination.

More recently, with the advent of Digital India initiatives , schemes have begun leveraging technology for wider reach, transparency, and efficiency, integrating women into the digital economy and governance.

Women's empowerment schemes draw their legitimacy and direction from the Constitution of India and various legal frameworks .

  • Fundamental Rights (Part III):

* Article 14: Guarantees equality before the law and equal protection of the laws, ensuring that women are treated equally under the legal system. * Article 15: Prohibits discrimination on grounds of sex.

Crucially, Article 15(3) empowers the State to make special provisions for women and children, providing the constitutional basis for affirmative action and targeted schemes. * Article 16: Ensures equality of opportunity in public employment, with Article 16(4) allowing for reservations or special provisions for women.

  • Directive Principles of State Policy (Part IV):These principles, though not justiciable, guide the State in policy formulation.

* Article 39(a): Secures adequate means of livelihood for all citizens, including women. * Article 39(d): Ensures equal pay for equal work for both men and women. * Article 39(e): Protects the health and strength of workers, including women, from abuse. * Article 42: Mandates provision for just and humane conditions of work and maternity relief.

  • Fundamental Duties (Part IVA):

* Article 51A(e): Imposes a duty on every citizen to renounce practices derogatory to the dignity of women.

These constitutional provisions, alongside the National Policy for Empowerment of Women 2001, provide a robust framework for designing and implementing schemes. Furthermore, India's commitment to Sustainable Development Goal 5 (SDG 5), which aims to 'Achieve gender equality and empower all women and girls', aligns national efforts with global development agendas.

3. Key Women's Empowerment Schemes: Detailed Analysis

a. Beti Bachao Beti Padhao (BBBP)

  • Launch Year:2015
  • Nodal Ministry:Ministry of Women and Child Development (MWCD), Ministry of Health & Family Welfare (MoHFW), Ministry of Education (MoE).
  • Objectives:To address the declining Child Sex Ratio (CSR) and promote girl child education. It aims to prevent gender-biased sex selective elimination, ensure survival and protection of the girl child, and ensure education and participation of the girl child.
  • Implementation:A multi-sectoral approach involving awareness campaigns, community mobilization, improving access to education, and strict enforcement of the Pre-Conception and Pre-Natal Diagnostic Techniques (PCPNDT) Act. It focuses on 100 districts with low CSR, expanding over time.
  • Budgetary Allocations:Significant funds are allocated for advocacy, outreach, and inter-sectoral convergence. The scheme has seen consistent budgetary support, with a focus on effective utilization at the district level.
  • Target Beneficiaries:Girl children, their parents, and communities at large.
  • Impact Assessment:While direct impact on CSR is complex to measure solely through BBBP, it has significantly raised awareness about the importance of the girl child and her education. It has fostered a positive environment for girls' development in many target districts.

b. Pradhan Mantri Matru Vandana Yojana (PMMVY)

  • Launch Year:2017 (replaces Indira Gandhi Matritva Sahyog Yojana)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide partial compensation for wage loss during pregnancy and lactation, improve health-seeking behavior among pregnant women and lactating mothers, and reduce malnutrition.
  • Implementation:A conditional cash transfer scheme providing ₹5,000 in three installments upon fulfilling specific health conditions (early registration of pregnancy, antenatal check-ups, child birth registration, first cycle of immunization). The benefit is for the first living child of the family.
  • Budgetary Allocations:Centrally sponsored scheme with cost-sharing between the Centre and States/UTs.
  • Target Beneficiaries:Pregnant Women and Lactating Mothers (PW&LM) for their first living child, excluding those in regular employment with the Central/State Government or PSUs.
  • Impact Assessment:Contributes to improved maternal and child health indicators, encourages institutional deliveries, and supports nutritional outcomes by compensating for wage loss.

c. Mahila Shakti Kendra (MSK)

  • Launch Year:2017
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To empower rural women through community participation, providing a platform for them to realize their full potential. It aims to facilitate access to government schemes and programs, promote skill development, employment, digital literacy, and health and nutrition awareness.
  • Implementation:Operates at National, State, District, and Block levels. District-level MSKs provide support to One Stop Centres and Women Helplines. Block-level MSKs (through student volunteers) act as a link between government and rural women.
  • Budgetary Allocations:Part of the umbrella scheme 'Mission for Protection and Empowerment for Women'.
  • Target Beneficiaries:Rural women, particularly those from marginalized communities.
  • Impact Assessment:Enhances women's access to information, services, and opportunities, fostering leadership and participation at the grassroots level.

d. Support to Training and Employment Programme for Women (STEP)

  • Launch Year:1986-87 (continuously revised)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide skills that give employability to women and to provide them with employment opportunities, especially in traditional sectors like agriculture, horticulture, handlooms, handicrafts, dairy, fisheries, etc.
  • Implementation:Provides training to women in various sectors and supports them in setting up self-employment ventures or securing wage employment. It focuses on marginalized and asset-less women.
  • Budgetary Allocations:Project-based funding, with grants released to implementing agencies (NGOs, cooperatives, federations).
  • Target Beneficiaries:Women above 16 years of age, particularly those in poverty, rural areas, or facing difficult circumstances.
  • Impact Assessment:Directly contributes to economic empowerment by enhancing women's skills and income-generating capabilities, reducing their financial dependence.

e. Pradhan Mantri Ujjwala Yojana (PMUY)

  • Launch Year:2016
  • Nodal Ministry:Ministry of Petroleum and Natural Gas.
  • Objectives:To provide clean cooking fuel (LPG) to rural and deprived households, thereby safeguarding the health of women and children from indoor air pollution, reducing drudgery, and empowering women.
  • Implementation:Provides a financial support of ₹1600 for each LPG connection to eligible BPL households. The scheme is implemented through Oil Marketing Companies.
  • Budgetary Allocations:Significant central government funding, with targets for providing millions of connections.
  • Target Beneficiaries:Women from Below Poverty Line (BPL) households, identified through SECC 2011 data and other specified categories.
  • Impact Assessment:Has dramatically improved health outcomes for women by reducing exposure to smoke from traditional fuels. It also saves time spent on fuel collection, which can be utilized for other productive activities or leisure, contributing to social empowerment.

f. Sukanya Samriddhi Yojana (SSY)

  • Launch Year:2015 (as part of BBBP campaign)
  • Nodal Ministry:Ministry of Finance (implemented through Post Offices and authorized bank branches).
  • Objectives:To promote savings for the girl child's education and marriage expenses, ensuring her financial security.
  • Implementation:A small savings scheme where parents/guardians can open an account for a girl child below 10 years of age. Deposits can be made for 15 years, and the account matures when the girl turns 21. Offers attractive interest rates and tax benefits (EEE status).
  • Budgetary Allocations:Not a direct budgetary allocation scheme, but a government-backed savings instrument.
  • Target Beneficiaries:Girl children up to 10 years of age.
  • Impact Assessment:Encourages families to save for their daughters' future, reducing financial stress related to education and marriage, and indirectly promoting the value of the girl child.

g. Working Women Hostel (WWH)

  • Launch Year:1972 (revised over time)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide safe, affordable, and conveniently located accommodation for working women, especially those coming from small towns/rural areas to urban centers for employment.
  • Implementation:Financial assistance is provided to NGOs, State Governments, and other agencies for construction or rent of hostel buildings. Hostels must meet specific standards regarding safety, facilities, and management.
  • Budgetary Allocations:Centrally sponsored scheme, with cost-sharing.
  • Target Beneficiaries:Working women, including those undergoing training, with preference for single working women, widows, divorcees, and those from disadvantaged groups.
  • Impact Assessment:Facilitates women's participation in the workforce by addressing a critical barrier – safe accommodation – thereby enhancing their economic independence and mobility.

h. Swadhar Greh Scheme

  • Launch Year:2002 (revised in 2016)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide relief and rehabilitation to women in difficult circumstances, such as victims of domestic violence, natural disasters, trafficking, or those without family support.
  • Implementation:Provides shelter, food, clothing, medical aid, legal aid, counseling, and vocational training to women for a period of up to three years. Run by NGOs.
  • Budgetary Allocations:Centrally sponsored scheme.
  • Target Beneficiaries:Women above 18 years of age who are victims of difficult circumstances.
  • Impact Assessment:Offers a lifeline to vulnerable women, helping them rebuild their lives and reintegrate into society with dignity and self-reliance.

i. One Stop Centre (OSC) Scheme

  • Launch Year:2015 (Nirbhaya Fund)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide integrated support and assistance to women affected by violence, both in private and public spaces, under one roof.
  • Implementation:Offers medical aid, police assistance, legal counseling, psycho-social counseling, and temporary shelter. Centres are integrated with Women Helplines.
  • Budgetary Allocations:Fully funded by the Central Government under the Nirbhaya Fund.
  • Target Beneficiaries:All women, including girls below 18 years of age, affected by violence.
  • Impact Assessment:Provides immediate and comprehensive support to survivors of violence, reducing fragmentation of services and improving access to justice and rehabilitation.

j. Women Helpline Scheme

  • Launch Year:2015 (Nirbhaya Fund)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To provide 24-hour immediate emergency and non-emergency response to women affected by violence through a single uniform number (181).
  • Implementation:A toll-free helpline accessible across the country, linking women to police, OSCs, hospitals, and other support services.
  • Budgetary Allocations:Fully funded by the Central Government under the Nirbhaya Fund.
  • Target Beneficiaries:All women affected by violence or in distress.
  • Impact Assessment:Acts as a crucial first point of contact for women in distress, facilitating timely intervention and access to support systems, enhancing their safety and security.

k. Nari Shakti Puraskar

  • Launch Year:1999 (earlier Stree Shakti Puraskar, renamed in 2015)
  • Nodal Ministry:Ministry of Women and Child Development (MWCD).
  • Objectives:To acknowledge and celebrate the achievements of individual women and institutions who have made exceptional contributions towards the empowerment of women.
  • Implementation:Awards are presented annually on International Women's Day (March 8) by the President of India. Categories include courage, community work, arts, science, sports, etc.
  • Budgetary Allocations:Award money and recognition.
  • Target Beneficiaries:Individual women and institutions working for women's empowerment.
  • Impact Assessment:Serves as an inspiration, recognizing role models and encouraging others to contribute to gender equality and women's advancement.

4. Practical Functioning and Implementation Mechanisms

Most schemes are centrally sponsored, involving cost-sharing between the Union and State governments, or centrally sector schemes, fully funded by the Union. Implementation often involves a multi-stakeholder approach: central ministries formulate policies, state departments execute them, and grassroots organizations (NGOs, SHGs, Anganwadi Workers, ASHA workers) play a crucial role in last-mile delivery and community mobilization.

Digital platforms are increasingly used for direct benefit transfer (DBT), monitoring, and grievance redressal, enhancing transparency and accountability.

5. Vyyuha Analysis: Paradigm Shift and Intersectionality

From a UPSC perspective, the critical examination point here is the paradigm shift from a purely welfare-based approach to a rights-based and empowerment-centric model. Early schemes often viewed women as beneficiaries of welfare, focusing on their reproductive roles or vulnerability.

Modern schemes, however, increasingly recognize women's agency, their economic contributions, and their fundamental rights to equality and dignity. This shift is evident in schemes like STEP, which focuses on economic independence, and OSCs, which uphold women's right to safety and justice.

Vyyuha's analysis reveals that examiners frequently test the intersection of economic empowerment and social transformation. Schemes like Ujjwala Yojana, while seemingly about clean fuel, have profound social implications – reducing drudgery, improving health, and giving women more time for education or income generation.

Similarly, Sukanya Samriddhi Yojana, a financial scheme, subtly challenges gender discrimination by incentivizing savings for a girl child, thereby enhancing her perceived value. This interconnectedness, where economic interventions catalyze social change, is a key analytical lens for UPSC aspirants.

The focus is not just on providing a service but on enabling women to exercise choice and control over their lives, fostering a virtuous cycle of empowerment that transcends mere economic upliftment and leads to genuine social transformation, addressing deeper Gender Issues and Challenges .

6. Criticism and Implementation Challenges

Despite their noble objectives, women's empowerment schemes face several challenges:

  • Funding Gaps and Underutilization:Discrepancies between allocated and utilized funds, often due to bureaucratic hurdles or lack of capacity at the state level.
  • Lack of Awareness:Many target beneficiaries, especially in remote areas, remain unaware of the schemes and their benefits.
  • Implementation Gaps:Poor last-mile delivery, corruption, and lack of trained personnel hinder effective implementation.
  • Patriarchal Mindsets:Deep-rooted societal norms and patriarchal attitudes often prevent women from accessing benefits or exercising their rights, even when schemes exist.
  • Inter-sectoral Coordination:Lack of seamless coordination between different ministries and departments (e.g., MWCD, MoHFW, MoE) can lead to fragmented services.
  • Data Deficiencies:Inadequate data collection and monitoring mechanisms make impact assessment challenging.
  • Sustainability:Many schemes rely on project-based funding, raising questions about their long-term sustainability.
  • Digital Divide:While Digital India initiatives aim to bridge gaps, the digital divide still limits access for many rural and marginalized women.

7. Recent Developments and Future Directions

Recent budgets have emphasized 'Nari Shakti' as a guiding principle, with increased allocations for women-centric programs. The focus is increasingly on convergence of schemes, leveraging technology, and strengthening grassroots institutions.

The 'Mission Shakti' umbrella scheme, for instance, integrates several existing schemes like One Stop Centres, Women Helplines, and Beti Bachao Beti Padhao, aiming for a more holistic and coordinated approach.

There's also a growing emphasis on gender budgeting to ensure that public expenditure adequately addresses gender-specific needs. The role of the National Commission for Women in monitoring and advocating for these schemes remains crucial.

8. Vyyuha Connect: Inter-topic Linkages

Understanding women's empowerment schemes requires connecting them to broader themes:

  • Legal Framework for Women's Rights :Schemes are the operationalization of constitutional and legal guarantees.
  • Gender Issues and Challenges :Schemes are designed to address specific challenges like violence, discrimination, and economic disparity.
  • National Commission for Women :Plays a vital role in reviewing, monitoring, and recommending improvements for these schemes.
  • Financial Inclusion schemes :Schemes like Sukanya Samriddhi Yojana and components of STEP directly contribute to women's financial literacy and access to financial services.
  • Digital India initiatives :Digital platforms are increasingly integral to scheme delivery, monitoring, and grievance redressal.
  • Child Development programs :Schemes like PMMVY and BBBP have direct linkages to child health and development outcomes.
  • Fundamental Rights vs Directive Principles :The evolution of these schemes reflects the ongoing effort to bridge the gap between aspirational DPSP and justiciable Fundamental Rights, making the latter a reality for women. This dynamic interplay is a recurring theme in UPSC analysis.

Often confused with

Side-by-side differences the UPSC paper likes to test.

Women's Empowerment Schemes vs Welfare Approach vs. Empowerment Approach
Open Welfare Approach vs. Empowerment Approach
AspectWomen's Empowerment SchemesWelfare Approach vs. Empowerment Approach
Core PhilosophyWelfare Approach: Treats women as passive beneficiaries, focusing on providing basic needs and protection due to their vulnerability.Empowerment Approach: Recognizes women as active agents of change, focusing on enhancing their agency, capabilities, and control over resources and decisions.
GoalWelfare Approach: Alleviate immediate suffering, provide relief, and ensure survival.Empowerment Approach: Achieve gender equality, foster self-reliance, enable participation in all spheres, and transform power relations.
FocusWelfare Approach: Primarily on women's reproductive roles, health, and nutrition (e.g., early ICDS components).Empowerment Approach: Holistic development covering economic, social, political, and cultural aspects (e.g., skill development, safety, political participation).
Role of WomenWelfare Approach: Recipients of services and aid.Empowerment Approach: Decision-makers, leaders, and active participants in their own development and societal change.
Examples of SchemesWelfare Approach: Early maternity benefit schemes, basic nutrition programs.Empowerment Approach: Beti Bachao Beti Padhao, Mahila Shakti Kendra, STEP, One Stop Centre, Nari Shakti Puraskar.

The distinction between a welfare approach and an empowerment approach is fundamental to understanding the evolution of women's schemes. While welfare focuses on providing basic support to vulnerable women, empowerment aims to equip women with the tools, resources, and agency to control their own lives and participate equally in society.

This shift reflects a deeper understanding of gender issues and challenges , moving beyond mere survival to genuine equality and self-determination.

Why it is tested: Crucial for Mains answers, especially in analyzing policy evolution, effectiveness, and recommendations for future strategies. Examiners often ask to critically evaluate the shift in government's approach towards women.

Women's Empowerment Schemes vs Beti Bachao Beti Padhao vs. Sukanya Samriddhi Yojana
Open Beti Bachao Beti Padhao vs. Sukanya Samriddhi Yojana
AspectWomen's Empowerment SchemesBeti Bachao Beti Padhao vs. Sukanya Samriddhi Yojana
Primary ObjectiveBeti Bachao Beti Padhao (BBBP): To address declining Child Sex Ratio, ensure survival, protection, and education of the girl child.Sukanya Samriddhi Yojana (SSY): To promote savings for the girl child's education and marriage expenses, ensuring her financial security.
Nature of InterventionBeti Bachao Beti Padhao (BBBP): A multi-sectoral awareness and advocacy campaign with programmatic interventions (e.g., PCPNDT Act enforcement, school enrollment drives).Sukanya Samriddhi Yojana (SSY): A small savings scheme, a financial instrument to encourage long-term savings for a girl child.
Nodal MinistryBeti Bachao Beti Padhao (BBBP): Ministry of Women and Child Development (MWCD), Health & Family Welfare, Education.Sukanya Samriddhi Yojana (SSY): Ministry of Finance (implemented through Post Offices and banks).
Target BeneficiaryBeti Bachao Beti Padhao (BBBP): Girl children, parents, and communities at large.Sukanya Samriddhi Yojana (SSY): Girl children up to 10 years of age (account opened by parents/guardians).
Direct BenefitBeti Bachao Beti Padhao (BBBP): No direct cash transfer to beneficiaries; focuses on creating an enabling environment and access to services.Sukanya Samriddhi Yojana (SSY): Financial returns on savings, tax benefits, and a lump sum at maturity for the girl child.
Link to Child DevelopmentBeti Bachao Beti Padhao (BBBP): Directly impacts child development programs [VY:SOC-02-01] by ensuring the survival, health, and education of the girl child.Sukanya Samriddhi Yojana (SSY): Indirectly supports child development by securing financial resources for the girl's future, reducing financial stress on families.

While both BBBP and SSY aim to improve the status of the girl child, they do so through distinct mechanisms. BBBP is a broad social campaign and programmatic intervention addressing systemic issues like sex-selective abortion and education access.

SSY, on the other hand, is a financial savings scheme designed to secure the economic future of the girl child. They are complementary, with BBBP creating the societal value for the girl child and SSY providing a tangible financial instrument for her well-being, both contributing to child development programs .

Why it is tested: Helps in understanding the multi-pronged approach of the government towards a single goal (girl child welfare). Useful for comparative analysis questions in Prelims and for structuring Mains answers on comprehensive strategies for women's empowerment.

Questions students ask

7 answered on this topic.

What is the objective of Beti Bachao Beti Padhao scheme?

The primary objective of the Beti Bachao Beti Padhao (BBBP) scheme is multi-faceted: to address the declining Child Sex Ratio (CSR) in India, prevent gender-biased sex-selective elimination, ensure the survival and protection of the girl child, and guarantee her education and participation.

It seeks to challenge deep-rooted patriarchal mindsets and promote the value of the girl child in society. The scheme is implemented through a convergent effort of three ministries: Women and Child Development, Health & Family Welfare, and Education, focusing on awareness generation and improving access to services.

How does Pradhan Mantri Matru Vandana Yojana benefit pregnant women?

Pradhan Mantri Matru Vandana Yojana (PMMVY) provides partial compensation for wage loss to pregnant women and lactating mothers (PW&LM) for their first living child. This financial support of ₹5,000, disbursed in three installments, helps ensure adequate nutrition and rest during pregnancy and post-delivery.

Critically, it incentivizes health-seeking behaviors such as early registration of pregnancy, regular antenatal check-ups, institutional delivery, and timely immunization of the child, thereby improving maternal and child health outcomes and reducing malnutrition.

Which women are eligible for Ujjwala Yojana?

The Pradhan Mantri Ujjwala Yojana (PMUY) primarily targets women from Below Poverty Line (BPL) households, identified through the Socio-Economic Caste Census (SECC) 2011 data. Over time, its eligibility criteria have expanded to include women from all SC/ST households, beneficiaries of Pradhan Mantri Awas Yojana (Gramin), Antyodaya Anna Yojana (AAY), Forest Dwellers, Most Backward Classes (MBC), Tea & Ex-Tea Garden Tribes, and island/river island residents.

The core idea is to provide clean cooking fuel (LPG) connections to deprived households, safeguarding women's health from indoor air pollution.

What is the role of Mahila Shakti Kendra?

Mahila Shakti Kendra (MSK) aims to empower rural women by facilitating access to government schemes and programs, promoting skill development, employment, digital literacy, and health and nutrition awareness.

It acts as a crucial link between the government and grassroots women, especially in rural areas. MSKs operate at various levels – National, State, District, and Block – with student volunteers at the block level playing a key role in community mobilization and awareness generation, ensuring that women are informed and can avail benefits effectively.

How do women empowerment schemes contribute to gender equality?

Women empowerment schemes contribute to gender equality by addressing systemic inequalities across multiple dimensions. They enhance economic independence through skill development (STEP) and financial inclusion (SSY), improve health outcomes (PMMVY, Ujjwala), increase educational attainment (BBBP), ensure safety and security (OSC, Women Helpline), and promote political participation (indirectly, by fostering agency).

By targeting specific barriers, these schemes aim to create an enabling environment where women can exercise their rights, make informed choices, and participate equally in social, economic, and political life, thereby dismantling patriarchal structures and fostering a more equitable society.

What are the major challenges in implementing women welfare schemes?

Major challenges in implementing women welfare schemes include inadequate funding and underutilization of allocated budgets, low awareness among target beneficiaries, bureaucratic hurdles leading to implementation gaps, and deeply entrenched patriarchal mindsets that resist change.

Furthermore, lack of inter-sectoral coordination among various ministries, insufficient data for effective monitoring and evaluation, and the digital divide limiting access to technology-driven schemes pose significant obstacles.

These issues often lead to schemes not reaching their intended beneficiaries or achieving their full potential impact.

How is the effectiveness of women empowerment schemes measured?

The effectiveness of women empowerment schemes is typically measured through a combination of quantitative and qualitative indicators. Quantitative metrics include changes in Child Sex Ratio (for BBBP), maternal mortality rates, institutional delivery rates (for PMMVY), LPG connection penetration (for Ujjwala), women's participation in the workforce, and access to financial services.

Qualitative assessments involve evaluating changes in women's decision-making power, reduction in gender-based violence, improvements in self-esteem and agency, and shifts in societal attitudes towards women.

Regular monitoring, impact assessments, and third-party evaluations are crucial for gauging success and identifying areas for improvement.