Q13, D31, O18, D40, Q12, Q11, Q18, O15, R11, R20.

Agricultural marketing plays a decisive role in shaping farm incomes, livelihood stability and long-term economic resilience (Gulati et al., 2018, Venkattakumar et al., 2024). In India, disparities in market infrastructure, procurement systems, institutional support and logistics lead to significant differences in income security across states. Punjab, with its well-established mandi system and strong procurement networks, stands in contrast to Rajasthan, where agricultural markets are more dispersed, semi-organized and heavily influenced by middlemen (Babu et al., 2013; Nedumaran and Ravi, 2019; Padaria et al., 2022; Rao and Basavaraj, 2015).
       
Market linkages include all formal and informal connections that enable farmers to sell produce-APMC mandis, cooperatives, digital platforms, private buyers, processors, wholesalers and aggregators (Davis et al., 2025.; Ghanti, 2024; Sajesh, 2018; Singh, 2016). Strong linkages ensure better price discovery, lower transaction costs, reduced distress sales and enhanced income security (Kapoor et al., 2023; Rao and Basavaraj, 2015). Weak linkages expose farmers to price volatility, information asymmetry and market risks (Padaria et al., 2022).
       
This study compares agricultural market linkage strength in Punjab and Rajasthan and examines how these influence farmers’ income security. The analysis aims to generate policy-relevant insights for improving marketing efficiency in diverse agrarian systems.

Objectives
 
1. To assess the extent and strength of agricultural market linkages in Punjab and Rajasthan.
2. To measure and compare income security levels among farmers in both states.
3. To identify key constraints affecting effective market linkages and income stability.
4. To propose a market linkage strengthening framework for enhancing income security.

The present study adopted a rigorous and systematic methodology to comparatively assess agricultural market linkages and income security among farmers in Punjab and Rajasthan (Saini et al., 2022; Satyasai and Pereira, 2019; Singh, 2024). Given the structural and institutional differences across the two states, a multistage sampling design was employed to ensure adequate representation from diverse geographical and market environments. The methodology integrated both quantitative and qualitative approaches, enabling a comprehensive understanding of market access conditions, price realization mechanisms, infrastructural support, institutional participation and their combined effects on farm income stability (Ma et al., 2024; Othuon and Oyugi, 2017; Thanichanon et al., 2018). Data were collected through a structured questionnaire supported by focus group discussions (FGDs), rapid rural appraisal (RRA) exercises and key informant interviews with agricultural marketing officials, APMC functionaries and leaders of Farmer Producer Organizations (FPOs). This multi-pronged approach ensured that both statistical patterns and real-world behavioral factors influencing market linkages were captured in depth. There has been a growing sense of confusion regarding the package of practices for organic/natural farming (Singh et al., 2022).
 
Study area
• Name of the institute-Agriculture University, Jodhpur (Raj.)
• Research area-Punjab and Rajasthan.
• Punjab: Ludhiana and Moga districts.
• Rajasthan: Jaipur and Ajmer districts.
• Research period 2020-2024.
• Method-empirical study. 
       
These states were selected to represent high-procurement (Punjab) and semi-organized market systems (Rajasthan).
 
Sampling design
 
A multistage sampling technique was utilized to systematically select respondents from both states, as follows (Table 1).


 
Data collection tools
 
Data collection was carried out using a structured and pre-tested questionnaire developed specifically for this study. The questionnaire included items on market access, information flow, price realization, storage and transportation, institutional linkages and digital market connectivity, as well as indicators of income security. To supplement quantitative data, qualitative methods were incorporated. Focus Group Discussions (FGDs) were conducted with groups of farmers to capture collective perceptions regarding market challenges and opportunities. Rapid Rural Appraisal (RRA) tools such as problem ranking and seasonal marketing calendars helped identify context-specific bottlenecks. Moreover, key informant interviews with agricultural experts, APMC officials, cooperative society members and FPO leaders provided critical insights into market functioning, policy interventions and infrastructural gaps. This triangulation of data sources enhanced the reliability and validity of the findings.
 
Market linkage components
 
The following six components were adopted:
1. Market access.
2. Market information flow.
3. Price realization.
4. Storage and transportation.
5. Institutional linkages (APMC, FPOs).
6. Digital connectivity.
 
Index construction
 
Unit score standardization:

 
Composite market linkage index (MLI) and income security index (ISI) were computed.
 
Statistical tools
 
• Descriptive statistics.
• PCA (Principal component analysis).
• Garrett ranking.
• Cross-state comparative analysis.

This section presents the empirical results of the study and interprets them within the broader context of agricultural marketing systems in Punjab and Rajasthan. The analysis focuses on the Market Linkage Index (MLI) (Table 2), the Income Security Index (ISI) (Table 3), component-wise linkage scores (Table 4), results of the principal component analysis (PCA) (Table 5) and the marketing constraints perceived by farmers (Table 6). Together, these results provide a comprehensive understanding of how market structures, institutional support and access to information shape income security in the two states (Table 7, Table 8). The comparative nature of the study allows for insights into the systemic strengths of Punjab’s procurement-driven environment and the challenges posed by Rajasthan’s semi-organized and geographically dispersed market systems.














 
Market linkage index (MLI)
 
Income security index (ISI)
 
Component-wise scores
 
PCA analysis
 
Interpretation
 
• Punjab’s PC1 heavily loads on market access, price realisation and institutional linkages.
• Rajasthan’s PC1 loads strongly on market information and digital connectivity.
 
Marketing constraints (Garrett ranking)
 
Conceptual framework
 
Below is a schematic conceptual framework showing how market linkages influence income security (Fig 1).


       
The comparative assessment of agricultural market linkages and income security in Punjab and Rajasthan provides valuable insights into how structural, institutional and infrastructural differences shape farmers’ marketing experiences and economic well-being. The findings of the study indicate that Punjab benefits from a relatively mature and organized agricultural marketing system characterized by strong institutional linkages, well-established APMC mandis, extensive procurement networks and higher levels of market access. These structural advantages significantly contribute to greater income security among farmers, reducing their vulnerability to market fluctuations and ensuring more stable and predictable earnings. The presence of functional cooperatives, Farmer Producer Organizations (FPOs) and reliable procurement mechanisms strengthens farmers’ bargaining positions and improves price realization, further contributing to economic resilience.
       
In contrast, the situation in Rajasthan underscores the challenges faced by farmers operating within fragmented and semi-organized market environments. Although farmers in the state demonstrate moderate levels of market engagement, systemic limitations such as inadequate market infrastructure, limited institutional support, scattered procurement facilities and heavy dependence on intermediaries hinder their ability to secure favorable prices. The weaker performance of Rajasthan in market linkage indicators is directly reflected in the lower income security levels observed among its farmers. Frequent price volatility, delayed payments and high transportation costs create additional financial stress and reduce the stability of agricultural incomes. These challenges highlight the urgent need for targeted interventions aimed at improving market infrastructure, strengthening institutional mechanisms and enhancing access to reliable and timely market information.
       
The study also reveals that despite the differences between the two states, the improvement of market linkages holds enormous potential for enhancing income security across diverse agricultural settings. Strengthening storage and transportation infrastructure, expanding procurement facilities, modernising APMC operations and promoting the role of cooperatives and FPOs can significantly enhance marketing efficiency and reduce the prevalence of distress sales. Furthermore, the increasing relevance of digital platforms and market information systems suggests that technology-driven solutions can help bridge existing gaps, particularly in regions where physical market infrastructure remains limited. Empowering farmers with digital literacy, expanding access to price information tools and integrating rural markets with digital platforms like e-NAM can help reduce information asymmetry and improve market participation.
       
Overall, the study emphasises the need for a dual-level approach that integrates farmer-driven initiatives with systemic reforms to create a more robust, inclusive and equitable agricultural marketing system. Policies aimed at supporting collective marketing, enhancing investment in rural market infrastructure and strengthening institutional linkages will play a critical role in improving the economic well-being of farmers. The comparative analysis between Punjab and Rajasthan demonstrates that while structural advantages can significantly boost market linkage strength, proactive institutional and infrastructural interventions can uplift even the most underserved regions. By adopting a holistic and state-specific strategy, policymakers and development agencies can facilitate sustainable agricultural growth, promote resilient livelihoods and support long-term income security for farming communities.
 
Recommendations
 
Based on the comparative findings from Punjab and Rajasthan, several recommendations emerge to strengthen agricultural market linkages and improve income security for farmers. The recommendations are presented at two levels-farmer-level and system-level-recognizing that market challenges stem from both individual constraints and broader institutional or infrastructural gaps. Implementing these recommendations holistically can enhance marketing efficiency, reduce vulnerability to price-related risks and promote sustainable income growth for farming households in both states.
 
Farmer-level recommendations
 
At the farmer level, there is a pressing need to enhance organizational capacity, improve knowledge of market mechanisms and promote technological adoption. Farmers should be encouraged to join Farmer Producer Organizations (FPOs), cooperatives, or cluster-based marketing groups, as these collective platforms strengthen negotiation power and reduce exploitation by intermediaries. Through collective action, farmers can pool resources for transportation, storage and input procurement, enabling cost-efficient and coordinated market participation. Training programmed focused on grading, sorting, packaging and primary processing are essential for improving the market value of produce and securing better price realisation.
       
Digital literacy must be promoted through village-level workshops and extension programmed so that farmers can effectively use mobile applications such as e-NAM, Kisan Suvidha and state-level mandi portals. Improved awareness of government schemes, procurement guidelines, MSP policies and insurance programmes will help farmers make informed selling decisions and reduce their dependence on informal market actors. In addition, farmers should be encouraged to adopt diversified cropping patterns and integrate allied activities such as dairy and horticulture to reduce income volatility and enhance economic resilience. A proactive approach to financial planning-including savings, credit management and risk mitigation-can further strengthen income security at the household level.
 
System-level recommendations
 
System-level interventions are critical for addressing the structural and institutional challenges that restrict efficient market functioning. In Punjab, improving existing market infrastructure is essential, particularly by modernising APMC mandis, upgrading weighing and quality assessment systems and introducing digital queue management to reduce congestion during peak procurement seasons. Enhancing transport networks and expanding cold storage facilities will support the sale of perishable commodities and minimise post-harvest losses. Policies encouraging public-private partnerships (PPPs) in logistics, warehousing and rural market management would supplement government efforts and increase market efficiency. They reported the possibilities of digitalization in agriculture and agribusinesses. Research by (Solanki and Enumula 2021).
       
Rajasthan, however, requires more foundational reforms. Establishing additional procurement centres, strengthening the APMC system and developing rural warehouses and village-level aggregation points are necessary to reduce transportation burdens and increase farmers’ access to regulated markets. Institutional reforms that simplify mandi regulations, strengthen market oversight and promote cooperative-based procurement models can significantly reduce middlemen dominance. Expanding digital infrastructure-such as reliable internet connectivity in remote villages-should be prioritised to enable seamless access to market information and online platforms. Additionally, government agencies must increase awareness campaigns and facilitate easier access to agricultural credit, market-linked subsidies and crop insurance schemes so that farmers can engage confidently in marketing activities without fear of financial risk.
 
Policy recommendations
 
From a policy standpoint, there is a need to promote a more coordinated and state-specific strategy for enhancing market linkages and income security. Policymakers should prioritise investments in rural infrastructure, including roads, warehouses, cold chains and market yards, recognising these as essential components for agricultural development rather than auxiliary services. Strengthening FPOs through financial support, capacity-building and operational autonomy can decentralise market power and promote farmer-led marketing initiatives. Integrating digital platforms with existing physical market structures-by expanding e-NAM coverage and introducing digital payment systems in mandis-will enhance transparency and reduce transaction delays.
       
State governments must also focus on developing regionally tailored MSP procurement mechanisms for commodities grown extensively within the region. In Rajasthan, introducing local procurement for pulses, oilseeds and coarse grains could provide a crucial safety net against price fluctuations. Finally, cross-state knowledge-sharing initiatives between Punjab and Rajasthan could facilitate the transfer of best practices relating to mandi management, cooperative functioning, digital integration and farmer training models. These policy-level efforts will collectively contribute to a more inclusive and robust agricultural marketing system across both states.

The comparative assessment shows that while Punjab has stronger market linkages and higher income security, Rajasthan exhibits moderate to weak linkages that undermine income stability. Institutional marketing structures, procurement facilities and organised market channels significantly enhance income security. Investments in market infrastructure, digital platforms, transport and warehouse facilities are critical to strengthening linkages and improving income resilience for farmers across different agro-ecological zones.

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.  The authors declare no conflicts of interest regarding this manuscript.