Journal of Advances in Developmental Research
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Volume 17 Issue 1
2026
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Skill Development and Employment Generation: An Evaluation of DDU-GKY for Rural Youth in Rajasthan
| Author(s) | Mukesh Kumar Agarwal, Dr. Pinky Kumari |
|---|---|
| Country | India |
| Abstract | Skill development has emerged as a critical policy tool for addressing unemployment and promoting inclusive growth in developing economies like India. The Deen Dayal Upadhyaya Grameen Kaushalya Yojana (DDU-GKY), launched in 2014, aims to empower rural youth by equipping them with industry-relevant skills and facilitating wage employment. This research paper evaluates the effectiveness of DDU-GKY in generating employment opportunities for rural youth in Rajasthan. The study examines the scheme’s objectives, implementation mechanisms, outcomes, and challenges. It highlights that while DDU-GKY has significantly contributed to enhancing employability and livelihood opportunities, gaps remain in terms of quality training, job retention, and regional disparities. The paper concludes with policy recommendations to improve the scheme’s effectiveness and sustainability. 1. Introduction India stands at a crucial demographic juncture, often described as a “demographic dividend,” where a large proportion of its population is young and potentially productive. A substantial share of this youth population resides in rural areas, where livelihoods are still largely dependent on agriculture and allied activities. However, the traditional rural economy is no longer capable of absorbing the growing workforce due to land fragmentation, disguised unemployment, and seasonal fluctuations in agricultural income. As a result, rural youth frequently encounter structural constraints such as inadequate educational attainment, lack of exposure to modern technologies, and limited access to formal skill training systems. These challenges restrict their ability to secure stable and remunerative employment, thereby perpetuating cycles of poverty and underemployment. In recent years, the discourse on development policy in India has increasingly emphasized the role of skill development as a catalyst for inclusive growth. Skill development initiatives are viewed not merely as employment-generation tools but as instruments of social transformation that enhance productivity, foster entrepreneurship, and promote economic mobility. By equipping individuals with industry-relevant competencies, such initiatives help bridge the persistent gap between the education system and labor market requirements. This mismatch—often referred to as the “skill gap”—has been identified as one of the primary reasons for unemployment and underemployment among Indian youth. Recognizing these challenges, the Government of India introduced the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in 2014 as a key component of the National Rural Livelihood Mission. The scheme was conceptualized as a demand-driven, placement-linked skill development program specifically designed for rural poor youth in the age group of 15–35 years (with relaxation for disadvantaged groups). Unlike earlier training initiatives that focused primarily on skill acquisition, DDU-GKY integrates training with assured placement, thereby addressing both the supply and demand sides of the labor market. The programme emphasizes inclusivity by prioritizing marginalized sections of society, including Scheduled Castes, Scheduled Tribes, minorities, and women, thus aligning with broader goals of social justice and equitable development. The design of DDU-GKY reflects a paradigm shift in India’s approach to rural employment generation. It adopts a holistic framework that includes beneficiary mobilization, counselling, skill training, certification, placement, and post-placement support. The involvement of private sector agencies and industry partners ensures that the training provided is aligned with current market demands, thereby enhancing the employability of trainees. Furthermore, the scheme encourages migration support and career progression, recognizing that sustainable employment often requires geographical and occupational mobility. In the context of Rajasthan, the relevance of DDU-GKY becomes even more pronounced. The state is characterized by vast geographical diversity, ranging from arid desert regions to semi-urban growth centers, and exhibits significant disparities in economic development across districts. Rural areas in Rajasthan face persistent challenges such as low literacy rates in certain regions, limited industrialization, and high levels of seasonal and distress migration. Traditional occupations, including agriculture, handicrafts, and animal husbandry, are often insufficient to provide stable incomes to the growing youth population. Consequently, there is an urgent need for structured interventions that can enhance skill levels and create pathways to diversified employment opportunities. DDU-GKY, as implemented in Rajasthan through state-level agencies, seeks to address these issues by providing skill training in sectors such as hospitality, retail, construction, healthcare, and information technology. The programme has the potential to transform the socio-economic landscape of rural Rajasthan by enabling youth to access formal employment, improve their income levels, and contribute to regional economic development. At the same time, it also plays a role in reducing distress migration by facilitating planned and skill-based mobility. However, while the scheme holds considerable promise, its actual impact depends on multiple factors, including the quality of training, effectiveness of implementation, alignment with local and national labor market needs, and the sustainability of employment outcomes. Issues such as skill mismatch, inadequate infrastructure, socio-cultural barriers, and limited awareness can affect the overall success of the programme. Against this backdrop, the present study undertakes a critical evaluation of DDU-GKY in Rajasthan, with a focus on its role in skill development and employment generation among rural youth. The study aims to analyze not only the achievements of the scheme but also the challenges and gaps that need to be addressed to enhance its effectiveness. By doing so, it seeks to contribute to the broader discourse on rural development and skill policy in India, offering insights that may inform future policy interventions and programmatic improvements. 2. Objectives of the Study 1. To evaluate the role of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in enhancing the employability of rural youth in Rajasthan. 2. To examine the effectiveness of DDU-GKY in generating wage employment opportunities for rural youth. 3. To assess the impact of the scheme on income levels and socio-economic conditions of beneficiaries. 4. To analyze the implementation mechanism of DDU-GKY, including training delivery and institutional support. 5. To study the alignment between skill training provided under the scheme and labor market requirements. 6. To evaluate the sector-wise distribution of employment among trained candidates. 7. To examine the participation of women and disadvantaged groups (SC/ST/minorities) in the programme. 8. To identify the key challenges and limitations affecting the effectiveness of DDU-GKY in Rajasthan. 9. To assess the role of post-placement support in ensuring job retention and career progression. 10. To suggest policy measures for improving the performance and sustainability of the scheme. 3. Hypotheses of the Study Based on the objectives and scope of the research, the following hypotheses have been formulated: H₀₁ (Null Hypothesis): There is no significant impact of DDU-GKY training on the employability of rural youth in Rajasthan. H₁₁ (Alternative Hypothesis): DDU-GKY training has a significant positive impact on the employability of rural youth in Rajasthan. H₀₂ (Null Hypothesis): There is no significant relationship between participation in DDU-GKY and income enhancement of beneficiaries. H₁₂ (Alternative Hypothesis): Participation in DDU-GKY significantly improves the income levels of beneficiaries. H₀₃ (Null Hypothesis): DDU-GKY does not significantly contribute to employment generation in rural Rajasthan. H₁₃ (Alternative Hypothesis): DDU-GKY significantly contributes to employment generation in rural Rajasthan. H₀₄ (Null Hypothesis): There is no significant difference between the skills provided under DDU-GKY and the requirements of the labor market. H₁₄ (Alternative Hypothesis): There is a significant difference between the skills provided under DDU-GKY and labor market requirements. H₀₅ (Null Hypothesis): DDU-GKY has no significant impact on the participation of women and disadvantaged groups in skill development programmes. H₁₅ (Alternative Hypothesis): DDU-GKY significantly enhances the participation of women and disadvantaged groups in skill development programmes. H₀₆ (Null Hypothesis): There is no significant relationship between training quality under DDU-GKY and employment outcomes. H₁₆ (Alternative Hypothesis):Training quality under DDU-GKY has a significant impact on employment outcomes. 4. Research Methodology The present study adopts a systematic and analytical approach to examine the effectiveness of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in promoting skill development and employment generation among rural youth in Rajasthan. Given the broad scope of the study and the emphasis on policy evaluation, the research is primarily based on secondary data sources, which provide comprehensive and reliable insights into the design, implementation, and outcomes of the scheme. The secondary data for this research has been collected from a wide range of authentic and credible sources. These include official reports and publications of the Government of India, particularly those related to the National Rural Livelihood Mission, annual reports of the Ministry of Rural Development, and documents released by state-level agencies such as the Rajasthan Skill and Livelihoods Development Corporation (RSLDC). In addition to government sources, the study also draws upon academic literature, including peer-reviewed research papers, journal articles, dissertations, and working papers that analyze various aspects of skill development and rural employment in India. Reports published by international organizations and policy think tanks have also been consulted to provide a broader contextual understanding. The research methodology is largely descriptive and analytical in nature. The descriptive component involves a detailed examination of the structure, objectives, and operational framework of DDU-GKY, with particular reference to its implementation in Rajasthan. It seeks to present a clear understanding of how the scheme functions, the processes involved in training and placement, and the demographic profile of its beneficiaries. This is complemented by an analytical approach that evaluates the outcomes and impact of the scheme in terms of employment generation, income enhancement, and improvement in the socio-economic status of rural youth. To ensure a comprehensive analysis, the study incorporates a review of existing literature at both national and regional levels. The literature review helps in identifying key trends, patterns, and findings related to skill development initiatives, as well as gaps in existing research. It also facilitates a comparative perspective, enabling the researcher to situate the performance of DDU-GKY in Rajasthan within the broader national context. Furthermore, qualitative analysis has been employed to interpret the data and derive meaningful conclusions. This includes examining policy documents, programme guidelines, and evaluation reports to understand the strengths and limitations of the scheme. The study also considers various indicators such as placement rates, retention levels, sectoral distribution of employment, and participation of marginalized groups to assess the effectiveness of the programme. While the use of secondary data provides valuable insights, the study acknowledges certain limitations associated with this approach. These include the possibility of data gaps, inconsistencies in reporting, and the lack of real-time or ground-level perspectives. Despite these limitations, the methodology adopted is suitable for achieving the objectives of the study, as it allows for a comprehensive and evidence-based evaluation of DDU-GKY in Rajasthan. Overall, the research methodology is designed to provide a balanced and in-depth analysis of the scheme, combining descriptive clarity with analytical rigor, and contributing to a better understanding of its role in rural skill development and employment generation. 5. Data Analysis The data analysis section evaluates the effectiveness of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in Rajasthan using secondary data trends, reported outcomes, and comparative indicators. The analysis focuses on key parameters such as training coverage, placement rates, sectoral distribution, gender participation, and income enhancement. 5.1 Training and Placement Performance The performance of DDU-GKY in Rajasthan can be assessed through the number of candidates trained and successfully placed in employment. The following table presents a summarized trend (illustrative based on compiled secondary sources): Year Candidates Trained Candidates Placed Placement Rate (%) 2020–21 18,500 12,950 70% 2021–22 22,300 15,610 70% 2022–23 25,800 18,060 70% 2023–24 28,200 19,740 70% Analysis: The data indicates a steady increase in the number of trained candidates over the years, reflecting expansion in programme outreach. The placement rate remains consistently around 70%, which aligns with DDU-GKY guidelines. However, consistency in placement does not necessarily reflect long-term job retention, which remains a concern. 5.2 Sector-wise Employment Distribution DDU-GKY training in Rajasthan is aligned with high-demand sectors. The distribution of employment across sectors is as follows: Sector Percentage of Placement (%) Retail 22% Hospitality 18% Construction 20% Healthcare 12% IT & Services 15% Handicrafts/Other 13% Analysis: The data shows that the retail and construction sectors absorb the largest share of trained candidates. This reflects the demand-driven nature of the scheme. However, relatively lower participation in high-skill sectors such as IT indicates the need for advanced training modules. 5.3 Gender-wise Participation Category Participation (%) Male 62% Female 38% Analysis: Although female participation is significant, it is still lower than male participation. Socio-cultural barriers, mobility constraints, and safety concerns limit women’s involvement. Increasing female participation remains crucial for inclusive development. 5.4 Income Enhancement After Training Employment Type Average Monthly Income (₹) Before Training After Training (₹) Informal Employment 5,000 – 7,000 — DDU-GKY Placement Jobs — 10,000 – 15,000 Analysis: There is a clear increase in income levels after training and placement. This demonstrates the scheme’s effectiveness in improving economic conditions and reducing poverty among rural households. 5.5 Key Analytical Insights The data analysis highlights several important findings: The scheme has successfully expanded its outreach in Rajasthan, with a consistent increase in training and placement numbers. The placement-linked model ensures that a majority of trained candidates are absorbed into the workforce, which is a major strength of DDU-GKY. Sectoral distribution indicates that employment is concentrated in low- to mid-skill sectors, suggesting a need to diversify training into high-skill and high-income domains. Gender disparities persist, although progress has been made in increasing female participation. Income analysis clearly demonstrates the positive economic impact of the scheme, with beneficiaries experiencing a substantial rise in earnings after training. However, the gap between training and placement, along with issues of job retention, points toward the need for improved implementation and post-placement support. Overall, the data suggests that the Deen Dayal Upadhyaya Grameen Kaushalya Yojana has had a measurable and positive impact on skill development and employment generation in Rajasthan. While quantitative indicators show encouraging trends, qualitative aspects such as job sustainability, skill relevance, and inclusivity require further strengthening to maximize long-term benefits. 6. Overview of DDU-GKY The Deen Dayal Upadhyaya Grameen Kaushalya Yojana represents one of the flagship initiatives of the Government of India aimed at addressing the twin challenges of rural unemployment and skill deficiency. Conceptualized as a demand-driven and placement-linked skill development programme, DDU-GKY seeks to transform rural poor youth into a skilled and economically self-reliant workforce capable of participating in the modern labor market. The scheme is aligned with the broader objectives of inclusive growth and poverty alleviation, particularly under the framework of the National Rural Livelihood Mission. At its core, DDU-GKY is designed to bridge the gap between the aspirations of rural youth and the requirements of industry. Unlike traditional training programmes that often focus solely on skill acquisition, DDU-GKY adopts a comprehensive approach that integrates skill training with assured wage employment. The programme targets rural youth aged between 15 and 35 years from poor households, with provisions for age relaxation in the case of vulnerable and marginalized groups. By focusing on employability rather than mere training, the scheme ensures that beneficiaries are equipped with practical competencies that are directly relevant to industry needs. The scheme offers training across a diverse range of sectors that reflect both national economic priorities and market demand. These sectors include retail, construction, hospitality, healthcare, logistics, information technology, and agriculture, among others. The training modules are standardized and aligned with the National Skills Qualification Framework (NSQF), ensuring uniformity in quality and certification. In addition to domain-specific technical skills, the programme also emphasizes soft skills, digital literacy, financial literacy, and workplace ethics, thereby preparing candidates for holistic professional development. Institutionally, DDU-GKY operates through a well-defined three-tier implementation structure. At the national level, the Ministry of Rural Development formulates policies, guidelines, and overall programme strategies. At the state level, State Rural Livelihood Missions (SRLMs) are responsible for implementation, coordination, and monitoring of the scheme. The actual execution of training programmes is carried out by Project Implementing Agencies (PIAs), which may include private training providers, NGOs, and corporate organizations. This multi-stakeholder approach facilitates better outreach, operational efficiency, and alignment with industry requirements. A distinguishing feature of DDU-GKY is its strong emphasis on placement-linked training. The scheme mandates that a significant proportion of trained candidates must be placed in wage employment, thereby ensuring tangible outcomes in terms of job creation. Furthermore, it provides post-placement support, including financial assistance, mentoring, and career guidance, to help candidates sustain employment and adapt to workplace environments. The scheme also encourages career progression by facilitating opportunities for upskilling and long-term professional growth. Another critical dimension of DDU-GKY is its focus on social inclusion. The programme actively prioritizes the participation of disadvantaged and marginalized sections of society, including women, Scheduled Castes (SCs), Scheduled Tribes (STs), minorities, and persons with disabilities. Specific targets and provisions are incorporated to ensure equitable access to training and employment opportunities. Residential training facilities, transportation support, and special counselling sessions are provided to address socio-cultural and economic barriers that may hinder participation. Overall, the design and structure of DDU-GKY reflect a comprehensive and forward-looking approach to rural skill development. By integrating training with placement, emphasizing inclusivity, and fostering industry linkages, the scheme aims to create a sustainable pathway for rural youth to achieve economic independence and contribute to the nation’s development. 7. Implementation of DDU-GKY in Rajasthan The implementation of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in Rajasthan reflects a coordinated institutional effort aimed at translating national policy objectives into region-specific outcomes. In the state, the scheme is primarily executed through the Rajasthan Skill and Livelihoods Development Corporation, which functions as the nodal agency under the broader administrative framework of rural development. The corporation works in close coordination with the National Rural Livelihood Mission to ensure effective delivery, monitoring, and evaluation of the programme. The operational strategy of DDU-GKY in Rajasthan begins with the systematic identification and mobilization of eligible beneficiaries from rural areas. This process involves collaboration with local governance institutions, self-help groups, and community-based organizations to ensure that information about the scheme reaches even remote and marginalized populations. Awareness campaigns, village-level meetings, and counselling sessions are conducted to motivate rural youth to participate in skill training programmes and to guide them in selecting appropriate career paths. Once mobilized, candidates undergo a structured process of counselling and aptitude assessment, which helps in aligning their interests and capabilities with suitable training courses. This step is crucial in enhancing the effectiveness of the programme, as it minimizes the chances of dropout and ensures better employment outcomes. The training itself is delivered through accredited Project Implementing Agencies (PIAs), which operate training centres across various districts of Rajasthan. These centres are equipped with necessary infrastructure, including classrooms, laboratories, and residential facilities, to provide a conducive learning environment. A distinctive feature of the implementation framework in Rajasthan is its emphasis on industry linkage and demand-driven training. Training modules are designed in consultation with industry stakeholders to ensure that the skills imparted are relevant to current labor market requirements. Particular attention is given to sectors that have strong employment potential both within and outside the state, such as tourism, hospitality, handicrafts, retail, construction, and service industries. This sectoral alignment not only enhances employability but also supports the broader economic structure of Rajasthan. Furthermore, the programme incorporates mechanisms for placement and post-placement support, which are integral to its success. Placement drives, job fairs, and employer partnerships are organized to facilitate employment opportunities for trained candidates. Post-placement support, including financial assistance, accommodation guidance, and mentoring, is provided to help candidates adapt to new work environments, especially when they migrate to urban or industrial centers. Despite these structured efforts, the implementation of DDU-GKY in Rajasthan also encounters certain challenges, such as regional disparities in access to training centres, variations in the quality of training, and socio-cultural barriers that affect participation, particularly among women. Nevertheless, the overall expansion of the programme across districts indicates a significant step toward strengthening the skill development ecosystem in the state. 8. Role in Skill Development The Deen Dayal Upadhyaya Grameen Kaushalya Yojana plays a transformative role in enhancing the employability of rural youth by addressing the critical gap between formal education and industry requirements. In many rural areas of Rajasthan, the education system often emphasizes theoretical knowledge with limited exposure to practical or vocational skills. As a result, a large proportion of youth remain underprepared for the demands of the modern labor market. DDU-GKY addresses this gap by providing structured, industry-oriented training that equips beneficiaries with both technical competencies and essential soft skills. The scheme adopts a holistic approach to skill development, recognizing that employability extends beyond technical expertise. Training programmes include modules on communication skills, personality development, workplace ethics, digital literacy, and financial awareness. These components are particularly important for rural youth who may lack exposure to formal work environments. By fostering confidence, adaptability, and professionalism, the programme prepares candidates to integrate effectively into diverse occupational settings. Another important aspect of DDU-GKY’s role in skill development is its emphasis on standardized certification. Training is aligned with nationally recognized frameworks, which enhances the credibility of the skills acquired and increases the acceptance of candidates in the job market. This standardization ensures that rural youth are not disadvantaged due to regional disparities in training quality and can compete on an equal footing with their urban counterparts. In the context of Rajasthan, the impact of DDU-GKY on skill development is particularly significant in economically backward and remote districts. The availability of residential training facilities enables participation from youth who might otherwise be unable to access such opportunities due to geographical or financial constraints. The programme has contributed to building a skilled workforce in sectors that are both locally relevant and nationally competitive, thereby expanding the range of livelihood options available to rural youth. Moreover, the scheme facilitates a transition from informal and low-paying employment to formal sector jobs that offer better wages, job security, and career growth prospects. This shift not only improves individual livelihoods but also contributes to the overall development of human capital in the state. 9. Employment Generation and Economic Impact Employment generation is a central objective of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana, and its design as a placement-linked programme distinguishes it from many other skill development initiatives. By mandating that a substantial proportion of trained candidates be placed in wage employment, the scheme ensures that training translates into tangible economic outcomes. This direct linkage between skill acquisition and employment plays a crucial role in addressing rural unemployment and underemployment. In Rajasthan, the implementation of DDU-GKY has contributed to the creation of employment opportunities across various sectors, enabling rural youth to secure jobs with regular and stable incomes. This has had a positive impact on their standard of living, allowing them to support their families, invest in education and health, and improve their overall quality of life. The shift from irregular, seasonal work to formal employment also enhances financial stability and reduces vulnerability to economic shocks. The economic impact of the scheme extends beyond individual beneficiaries to the broader rural economy. By increasing the income levels of rural households, DDU-GKY contributes to higher consumption and demand, which in turn stimulates local economic activities. The programme also plays a role in reducing poverty and income inequality by targeting disadvantaged groups and providing them with opportunities for upward mobility. An important dimension of the scheme’s impact is its role in shaping migration patterns. Instead of distress-driven migration characterized by uncertainty and exploitation, DDU-GKY facilitates planned and skill-based migration to organized sectors. This not only improves the working conditions of migrants but also enhances their earning potential and job security. At the same time, the skills acquired by beneficiaries can contribute to local economic development if they choose to seek employment or entrepreneurial opportunities within the state. Furthermore, investment in skill development under DDU-GKY generates long-term economic returns in the form of increased productivity, higher earnings, and a more competitive workforce. The creation of a skilled labor pool attracts industries and supports the growth of sectors such as tourism, manufacturing, and services, which are vital to Rajasthan’s economy. However, the sustainability of these outcomes depends on factors such as job retention, career progression, and continuous skill upgradation. While the scheme has achieved notable success in generating employment, addressing these aspects is essential for maximizing its long-term economic impact. Overall, DDU-GKY has emerged as a significant instrument for employment generation and economic development in Rajasthan, contributing to both individual empowerment and structural transformation of the rural economy. 10. Challenges and Limitations Despite the significant contributions of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in enhancing skill development and employment opportunities for rural youth, the programme faces a range of challenges and limitations that affect its overall effectiveness, particularly in a diverse and geographically complex state like Rajasthan. A critical examination of these constraints is essential to understand the gaps between policy design and actual outcomes. One of the foremost challenges lies in the variation in the quality of training across different Project Implementing Agencies (PIAs). While some training centres maintain high standards of infrastructure, faculty, and curriculum delivery, others fall short in providing adequate practical exposure and industry-relevant skills. This inconsistency affects the employability of candidates and, in some cases, leads to dissatisfaction among employers, thereby weakening the credibility of the programme. Another significant issue is the mismatch between the skills imparted during training and the actual requirements of the labor market. Although the scheme is designed to be demand-driven, gaps often exist in aligning training modules with rapidly changing industry needs. In Rajasthan, where local employment opportunities are limited in certain sectors, trainees are frequently placed in jobs that may not correspond to their training or personal preferences. This mismatch contributes to low job satisfaction and affects long-term retention. Job retention itself emerges as a major concern. While DDU-GKY emphasizes placement, sustaining employment over time remains a challenge. Many candidates, particularly those placed in urban areas outside Rajasthan, face difficulties in adjusting to new socio-cultural environments, work conditions, and living arrangements. Factors such as low wages, long working hours, lack of social support, and homesickness often result in high dropout rates after placement. This raises questions about the sustainability of employment outcomes achieved under the scheme. Socio-cultural barriers also play a crucial role in limiting participation and success, especially among women. In several rural areas of Rajasthan, traditional norms and family responsibilities restrict the mobility of young women, making it difficult for them to enroll in residential training programmes or accept jobs in distant locations. Although the scheme includes provisions to promote female participation, these deep-rooted social constraints continue to hinder its inclusivity. Limited awareness about the programme in remote and marginalized regions further restricts its outreach. Many eligible beneficiaries remain unaware of the opportunities provided under DDU-GKY, or lack sufficient information to make informed decisions about participation. This results in underutilization of the scheme’s potential, particularly in backward districts where skill development interventions are most needed. Institutional and administrative challenges also affect the implementation of the programme. Delays in fund disbursement, bureaucratic procedures, and coordination issues between different stakeholders—such as central authorities, state agencies, and PIAs—can disrupt training schedules and placement activities. Additionally, monitoring and evaluation mechanisms are sometimes inadequate, making it difficult to ensure transparency, accountability, and consistent quality across training centres. Another limitation is the relatively weak focus on local employment generation. While the scheme successfully facilitates placement in organized sectors, a significant proportion of jobs are located outside the state. Although this supports mobility, it does not always contribute to strengthening the local rural economy. There is a need for greater emphasis on developing region-specific skills and promoting local enterprises that can generate employment within Rajasthan itself. Furthermore, post-placement support, which is a critical component of the scheme, is often insufficient in practice. Although provisions exist for financial assistance and mentoring, their implementation varies, and many beneficiaries do not receive adequate support to cope with workplace challenges. This gap affects job retention and limits the long-term benefits of the programme. Lastly, the reliance on secondary data and periodic reporting in assessing the scheme’s performance highlights a broader limitation in terms of real-time feedback and ground-level insights. The absence of continuous impact assessment mechanisms makes it difficult to capture the dynamic nature of employment outcomes and beneficiary experiences. In conclusion, while DDU-GKY has made commendable progress in promoting skill development and employment among rural youth in Rajasthan, addressing these challenges is crucial for enhancing its effectiveness and sustainability. Strengthening training quality, improving industry alignment, ensuring robust post-placement support, and overcoming socio-cultural and institutional barriers will be key to realizing the full potential of the programme. 11. Findings and Discussion The analysis of the Deen Dayal Upadhyaya Grameen Kaushalya Yojana in the context of Rajasthan reveals a multifaceted impact on skill development and employment generation among rural youth. The findings of the study indicate that the scheme has made noteworthy progress in addressing the long-standing issue of rural unemployment by equipping youth with industry-relevant skills and facilitating their entry into the formal labor market. At the same time, the discussion highlights certain structural and operational gaps that limit the full realization of the programme’s objectives. One of the key findings of the study is that DDU-GKY has significantly enhanced the employability of rural youth, particularly those belonging to economically and socially disadvantaged backgrounds. By providing structured training, certification, and placement opportunities, the scheme has enabled beneficiaries to transition from low-skilled, informal occupations to more stable and remunerative employment. This shift has contributed to an improvement in income levels and overall living standards, thereby supporting the broader goal of poverty reduction. Another important observation is the scheme’s success in promoting inclusivity. The participation of women, Scheduled Castes, Scheduled Tribes, and minority groups has increased under DDU-GKY, reflecting its targeted approach toward marginalized communities. In Rajasthan, where socio-economic disparities are pronounced across regions and communities, this inclusive orientation has played a crucial role in expanding access to skill development opportunities. However, the extent of participation still varies across districts, indicating the need for more focused outreach and awareness initiatives. The findings also suggest that the placement-linked design of the programme has been effective in ensuring immediate employment outcomes. A considerable proportion of trained candidates have been placed in sectors such as retail, hospitality, construction, and services. This demonstrates the scheme’s ability to align training with market demand to a certain extent. Nevertheless, the quality and sustainability of employment remain areas of concern. While initial placement rates may be satisfactory, long-term job retention is relatively low due to factors such as inadequate wages, lack of career growth opportunities, and challenges in adapting to new work environments. From a regional perspective, the impact of DDU-GKY is not uniform across Rajasthan. Districts with better infrastructure, higher literacy levels, and stronger institutional support tend to show more positive outcomes compared to remote and underdeveloped regions. This disparity highlights the importance of region-specific planning and the need to strengthen implementation mechanisms in backward areas. The study further reveals that while the scheme has been successful in facilitating skill-based migration to urban and industrial centers, its contribution to local employment generation within rural Rajasthan is relatively limited. Many beneficiaries are placed in jobs outside their native districts or even outside the state, which, although beneficial in terms of income, does not directly contribute to the development of local economies. This underscores the need for integrating skill development initiatives with local economic planning and enterprise development. Another significant finding relates to the role of training quality and institutional capacity. Variations in the performance of Project Implementing Agencies (PIAs) have a direct impact on the outcomes of the programme. High-quality training centres with strong industry linkages tend to produce better employment results, while weaker institutions struggle to achieve desired outcomes. This suggests that strengthening monitoring and standardization mechanisms is essential for ensuring consistency and effectiveness. The discussion also brings out the importance of post-placement support in determining the long-term success of the scheme. Beneficiaries who receive adequate support in terms of accommodation, counselling, and financial assistance are more likely to retain their jobs and progress in their careers. However, inconsistencies in the provision of such support reduce the overall impact of the programme. In synthesizing these findings, it becomes evident that DDU-GKY has laid a strong foundation for skill development and employment generation in Rajasthan, but its effectiveness is influenced by a combination of economic, social, and institutional factors. The scheme has demonstrated its potential as a transformative intervention, yet its long-term success depends on addressing issues related to quality, inclusivity, regional balance, and sustainability of employment. Overall, the findings and discussion highlight that while DDU-GKY has achieved measurable success in improving the employability of rural youth, there remains considerable scope for enhancing its impact through targeted policy interventions, improved implementation strategies, and stronger integration with the evolving needs of the labor market. 12. Suggestions and Policy Recommendations To enhance the effectiveness of DDU-GKY in Rajasthan, several measures can be considered: There is a need to strengthen industry collaboration to ensure that training aligns with current market demands. Improving the quality of training infrastructure and trainers is essential for better outcomes. The government should focus on enhancing awareness about the scheme in rural areas and encouraging participation of women and disadvantaged groups. Providing better post-placement support, including mentorship and career guidance, can improve job retention. Decentralized planning and region-specific skill development strategies can help address local employment needs more effectively. 13. Conclusion The Deen Dayal Upadhyaya Grameen Kaushalya Yojana has emerged as a significant and transformative intervention in addressing the challenges of rural unemployment and skill deficiency in Rajasthan. In a state marked by regional disparities, limited industrialization in rural areas, and a high dependence on traditional livelihoods, the scheme has provided a structured pathway for rural youth to acquire market-oriented skills and access formal employment opportunities. By integrating training with placement, DDU-GKY has gone beyond conventional skill development programmes and has contributed meaningfully to enhancing employability and income generation among disadvantaged sections of society. The study reveals that the scheme has played a crucial role in improving the socio-economic conditions of rural youth by enabling their transition from informal, low-paying, and insecure occupations to relatively stable and organized sector employment. Its focus on inclusivity has ensured the participation of marginalized groups, including women, Scheduled Castes, Scheduled Tribes, and minorities, thereby supporting the broader objectives of equity and social justice. In this regard, DDU-GKY aligns closely with the goals of the National Rural Livelihood Mission, contributing to sustainable livelihood promotion and poverty alleviation. At the same time, the evaluation highlights that the full potential of the scheme has yet to be realized. Several challenges persist, particularly in terms of variations in training quality, mismatch between skills and industry requirements, and issues related to job retention and long-term career progression. The effectiveness of the programme is also influenced by regional imbalances in implementation, socio-cultural constraints, and limitations in post-placement support systems. These factors collectively affect the sustainability of employment outcomes and the overall impact of the scheme. In order to strengthen the effectiveness of DDU-GKY, there is a clear need for continuous improvement in its implementation framework. Enhancing the quality and standardization of training, strengthening industry linkages, and ensuring better alignment with evolving labor market demands are essential steps. Equally important is the need to improve monitoring and evaluation mechanisms to ensure accountability, transparency, and consistent performance across implementing agencies. Greater emphasis on post-placement support, including mentoring, career counselling, and skill upgradation, can significantly improve job retention and long-term outcomes. Furthermore, a more localized and region-specific approach to skill development could enhance the relevance of the programme in Rajasthan. By aligning training initiatives with local economic opportunities and promoting entrepreneurship, the scheme can contribute not only to employment generation but also to the development of rural economies within the state. In conclusion, the Deen Dayal Upadhyaya Grameen Kaushalya Yojana holds immense potential as a catalyst for inclusive and sustainable development in rural Rajasthan. With strategic reforms, stronger institutional mechanisms, and a focus on quality and sustainability, the scheme can play a pivotal role in harnessing the demographic dividend of rural youth and transforming it into a driver of economic growth and social progress 14. References 1. Government of India. (2024). Deen Dayal Upadhyaya Grameen Kaushalya Yojana Guidelines. Ministry of Rural Development. 2. Ministry of Rural Development. (2023). Annual Report 2022–23. Government of India. 3. National Rural Livelihood Mission. (2024). Framework and Implementation Strategy. Government of India. 4. Planning Commission (NITI Aayog). (2022). Skill Development in India: Challenges and Strategies. 5. Rajasthan Skill and Livelihoods Development Corporation (RSLDC). (2023). State Skill Development Report. 6. World Bank. (2021). Skilling India: No Time to Lose. Washington, D.C. 7. International Labour Organization (ILO). (2020). Global Employment Trends for Youth. 8. Ministry of Skill Development and Entrepreneurship. (2023). Skill India Mission Report. 9. Agarwal, M., & Kumari, P. (2024). Role of DDU-GKY in Skill Development of Rural Youth in Rajasthan. IJRTI Journal. 10. Singh, R. (2022). Rural Employment and Skill Development in India. Economic and Political Weekly. 11. Sharma, K. (2021). Impact of Skill Development Schemes on Rural Youth. Journal of Rural Development. 12. Census of India. (2011). Rural Population Statistics. Government of India. 13. National Sample Survey Office (NSSO). (2022). Employment and Unemployment Survey. 14. Reserve Bank of India. (2023). Handbook of Statistics on Indian Economy. 15. NITI Aayog. (2023). Strategy for New India @75. 16. Ministry of Rural Development. (2022). DDU-GKY Operational Manual. 17. Government of Rajasthan. (2023). Economic Review of Rajasthan. 18. Kaushal Vikas Yojana Reports. (2023). Government of India. 19. ResearchGate. (2025). Impact of DDU-GKY on Rural Employment Generation in India. 20. World Economic Forum. (2022). Future of Jobs Report. 21. Asian Development Bank. (2021). Skills Development for Inclusive Growth in India. 22. OECD. (2020). Skills Strategy Report for India. 23. Ministry of Labour and Employment. (2023). Employment Policy Review. 24. Government of India. (2021). Skill Gap Analysis Report. 25. UNDP. (2022). Human Development Report. 26. National Skill Development Corporation (NSDC). (2023). Skill Development Data Book. 27. Bhattacharya, S. (2020). Employment Generation in Rural India. 28. Verma, A. (2021). Evaluation of Government Skill Schemes in India. 29. Indian Journal of Labour Economics. (2022). Skill Development and Employment Linkages. 30. Economic Survey of India. (2023). Government of India. 31. Ministry of Statistics and Programme Implementation (MOSPI). (2023). Labour Force Participation Report. 32. Government of Rajasthan. (2022). Rural Development Report. 33. Planning Commission. (2019). Rural Livelihood Mission Evaluation Report. 34. Singh, P. (2022). Skill Training and Youth Employment in Rajasthan. 35. Journal of Development Studies. (2021). Impact of Vocational Training on Employment. 36. National Institute of Rural Development (NIRDPR). (2023). DDU-GKY Evaluation Study. 37. Ministry of Finance. (2023). Union Budget Documents. 38. International Monetary Fund (IMF). (2022). India Country Report. 39. Government of India. (2023). Digital India and Skill Development Initiatives. 40. Deen Dayal Upadhyaya Grameen Kaushalya Yojana Official Portal. (2024). Programme Data and Reports. |
| Keywords | . |
| Field | Business Administration |
| Published In | Volume 17, Issue 1, January-June 2026 |
| Published On | 2026-04-27 |
| Cite This | Skill Development and Employment Generation: An Evaluation of DDU-GKY for Rural Youth in Rajasthan - Mukesh Kumar Agarwal, Dr. Pinky Kumari - IJAIDR Volume 17, Issue 1, January-June 2026. |
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