Bengaluru: A series of govt-sponsored studies have painted a mixed picture of Karnataka’s five guarantee schemes — lauding their social impact, especially on women’s empowerment, while flagging persistent delivery delays, uneven implementation, and unintended side effects.The evaluations, conducted by JustJobs Network, King’s College, Azim Premji University, and XKDR Forum nearly 18 months after the schemes were launched, assessed Gruha Lakshmi, Shakthi, Gruha Jyothi, Anna Bhagya, and Yuvanidhi.All reports credited the guarantees for improving women’s economic confidence and household stability through direct benefit transfers. Yet, they highlighted flaws — from disputes over free bus rides to irregular cash transfers and regional disparities in foodgrain supplies.The Shakthi scheme, offering free bus travel for women, was praised for expanding mobility and workforce participation but was also found to have disrupted local transport livelihoods. About 13% of women surveyed wanted it replaced with scholarships or employment programmes, while others sought more frequent buses.The Gruha Lakshmi scheme, providing monthly financial support to women heads of households, improved meal diversity across six of nine food groups, including pulses, greens, and dairy, according to the King’s College study. However, delayed payments and inflation limited its long-term benefits.On Anna Bhagya, XKDR reported that while subsidised grains reduced food expenses, delivery remained uneven. The southern districts received grain supplies, while northern and coastal areas often got cash, causing volatility in household food spending.Under Gruha Jyothi, over half of the respondents reported saving Rs 100–500 a month and 35% saved more than Rs 1,000 due to lower power bills. But researchers criticised the exclusion of rooftop solar users, saying it ran contrary to clean energy goals.The Yuvanidhi study revealed that 31% of households had at least one unemployed diploma or degree holder, though only a section received assistance, not all through this scheme.Overall, the findings suggest Karnataka’s guarantee programmes have delivered measurable welfare gains but remain hindered by patchy execution and uneven access across regions.——GFXOutcome of govt-sponsored studies on five welfare schemesGruha LakshmiPros:-Significant improvement in women’s food consumption patterns-Increased frequency of meals (3-12% rise)-Better intake of six of nine food groups — pulses, greens, dairy, fish, fried foods, and aerated drinksCons:-Erratic disbursement of cash transfers-Inflation prevented women from using funds for entrepreneurship or business ventures-Beneficiaries still prefer steady-income jobs over self-employment——-ShakthiPros:-Improved women’s mobility and participation in workforce-Greater access to public transport for women, enhancing social inclusionCons:-Reported conflicts between men and women passengers on buses-Negative effect on private transport providers-13% of respondents wanted the scheme stopped or replaced with scholarships/job creation—–Gruha JyothiPros:-Reduction in household electricity expenses led to savings-53% of women reported saving Rs 100–500 per month; 35% saved Rs 1,000 or moreCons:-Exclusion of households with rooftop solar installations-Study suggests inclusion necessary to promote transition to a carbon-free future—-Anna BhagyaPros:-Reduced expenditure on foodgrains among beneficiary households-Helped narrow rural-urban expenditure gap; urban households reported larger savingsCons:-Delivery inconsistency across regions — better in southern Karnataka, weaker in coastal and northern areas-Some regions only received cash instead of grains, reducing uniformity—-YuvanidhiPros:-High demand for the unemployment allowance; indicates widespread job-seeking among youth-31% of households have at least one unemployed diploma or graduate holder, showing relevance of the schemeCons:-Limited reach — only a section of eligible youth received cash transfers-Inability to attribute benefits solely to Yuvanidhi due to overlap with other assistance programmes-Delayed disbursement reduced its intended short-term impact—-Overall observations-Positive impact: Uplift in women’s social and economic standing through direct benefit transfers and access to basic utilities-Concerns: Delays, regional disparities, and unintended social side effects (conflicts and local economic disruption)-Common thread: All five schemes show measurable benefits but suffer from uneven implementation and administrative bottlenecks

