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2015 Bihar Legislative Assembly election

The 2015 Bihar Legislative Assembly election was held to elect 243 members to the , the of the state legislature, across 38 districts of , . Conducted in five phases from 28 to 7 2015, with results declared on 8 November, the polls saw approximately 6.7 electors participate at a of 56.7 percent. The contest primarily featured the Mahagathbandhan alliance—comprising the led by , the led by , and the —against the spearheaded by the . The Mahagathbandhan achieved a decisive majority with 178 seats (RJD: 80, JD(U): 71, Congress: 27), while the NDA secured 58 seats (BJP: 53, allies: 5), marking a substantial defeat for the BJP amid its post-2014 national momentum. This outcome underscored the enduring influence of caste arithmetic in Bihar's politics, with consolidated support from and Muslim communities bolstering the victors, and facilitated 's continuation as . The election highlighted tensions between development-oriented appeals and identity-based mobilization, with the opposition's success attributed to effective leveraging against the NDA's national leadership.

Historical and Political Context

Prior Governance and Legacy Issues

The governance of Bihar under and subsequent from 1990 to 2005, frequently labeled "Jungle Raj" by opponents, featured pervasive lawlessness and socioeconomic decline. Crime surged, with kidnappings, murders, and caste-based violence becoming commonplace, often linked to political protection of criminal elements within the (RJD) ecosystem. Economic performance lagged, recording Bihar's slowest growth over the 15-year span, with annual GDP expansion below national averages and frequently under 1% in real terms amid scandals. Infrastructure deficits exacerbated out-migration, as lack of local employment drove millions to seek opportunities elsewhere, reinforcing perceptions of state failure. Nitish Kumar's administration from November 2005 onward marked a pivot toward institutional reforms, yielding measurable gains in security and basic services despite critiques of fiscal dependence on central transfers. strengthened through targeted policing and system enhancements, reducing reported crimes and dismantling prior impunity networks. networks expanded rapidly, connecting rural areas and facilitating commerce, while enrollment rose via campaigns like distribution for girls. Power supply improved from 2-3 hours daily in rural regions in 2005 to near 24-hour availability by mid-decade, with electrified villages increasing from approximately 14,000 to over 80% coverage by 2014. accelerated to around 10% annually in the latter part of the tenure, though uneven distribution and reliance on Union budgets drew accusations of unsustainable progress. The elections underscored shifting voter priorities, with the (NDA) securing 31 of Bihar's 40 seats, signaling endorsement of development-oriented governance over caste-based mobilization. This outcome, driven by BJP's 22 wins alongside allies, heightened expectations for the 2015 assembly polls to affirm or challenge the post-2005 trajectory amid lingering disparities.

Caste Demographics and Voting Blocs

Bihar's electorate features a complex mosaic that profoundly influences political alignments, with estimates prior to the 2023 state survey placing upper s (Brahmins, Bhumihars, Rajputs, and Kayasthas) at approximately 15% of the , Yadavs at 14%, Extremely Backward Classes (EBCs)—comprising over 20 smaller backward s—at 18-20%, Scheduled Castes (Dalits) at 16%, and at 17%. These proportions, derived from academic and political analyses rather than a comprehensive official , underscore the numerical dominance of backward and marginalized groups, totaling over 70% when combining OBCs, EBCs, Dalits, and . Caste functions as a primary causal driver in Bihar's electoral dynamics, with empirical studies revealing persistent high intra- bloc voting rates, typically ranging from 80% to 90%, where voters prioritize caste affinity over alternative factors like development promises. This pattern persists despite rhetorical shifts toward governance issues, as evidenced by post-poll surveys showing caste identity overriding economic considerations in vote choice for the majority of respondents across groups. Historically, engineered the Muslim-Yadav (MY) consolidation in the 1990s, fusing Yadav loyalty with Muslim support to secure a reliable base exceeding 30% of votes in key elections, capitalizing on shared backward class and minority interests against upper-caste dominance. countered this by cultivating EBC and Mahadalit (the most disadvantaged subgroups) blocs through targeted reservations and welfare schemes, eroding MY cohesion by offering alternative patronage networks to non-Yadav backward castes. The alliance, conversely, anchored itself in upper-caste solidarity supplemented by select OBC clusters such as Kurmis and Koeris, forming a counterweight reliant on consolidated elite and intermediate support. These blocs illustrate how networks, reinforced by clientelistic mobilization, sustain electoral in Bihar's multipolar contests.

Economic Challenges and Development Debates

Bihar's economy in the lead-up to the 2015 legislative election was marked by persistent underdevelopment, with per capita net state domestic product at current prices estimated at ₹35,424 for 2014-15, the lowest among states and roughly 41% of the average. The state's poverty headcount ratio stood at 33.7% in 2011-12 according to National Sample Survey Office data using the Tendulkar methodology, higher than the all-India figure of 21.9%, reflecting deep rural and urban deprivation despite some prior reductions. High levels of labor out-migration underscored structural weaknesses, with estimates indicating 2-3 million Biharis annually seeking seasonal or semi-permanent employment outside the state due to limited local opportunities in agriculture and industry. Under Nitish Kumar's administration since 2005, Bihar achieved average annual gross state domestic product growth exceeding 10%, attributed to improved , road infrastructure expansion, and fiscal discipline, which attracted some investment and boosted service-sector activity. However, this growth masked ongoing inequalities, as remained stagnant amid flood-prone terrain and small landholdings, while industrial contribution to GSDP hovered below 5%, perpetuating dependence on remittances and informal labor markets. Critics noted that gains, while real, failed to close the gap with more industrialized states, with and irrigation coverage lagging national benchmarks despite targeted programs. The election debates highlighted contrasting visions for addressing these challenges. The emphasized alignment with Narendra Modi's national development paradigm, prioritizing large-scale infrastructure projects, , and skill development to reduce and foster hubs, positioning Bihar's progress as contingent on central funding and policy integration. In contrast, the Mahagathbandhan coalition advocated a welfare-oriented approach rooted in , focusing on caste-based affirmative measures, expanded rural subsidies, and populist schemes to mitigate immediate hardships, arguing that Nitish's governance model required bolstering through Yadav-Muslim consolidation rather than top-down . Evidence from state economic surveys indicated that while growth accelerated post-2005, distributional inequities persisted, with upper-caste and urban areas benefiting disproportionately compared to marginalized rural blocs. Central schemes like the National Rural Employment Guarantee Act played a pivotal role in rural economies but revealed implementation shortfalls in . By 2014-15, the average person-days of generated per participating was approximately 38, well below the statutory 100 days, due to funding delays, allegations, and inadequate worksite facilities, limiting its impact on alleviation despite high rural demand. State-level data showed uneven coverage, with only about 10-15% of rural households accessing benefits annually, exacerbating debates over whether such programs substituted for or complemented broader structural reforms needed for sustainable job creation. These gaps fueled arguments that welfare entitlements alone could not resolve underlying issues like low skill levels and infrastructural deficits without complementary investments in and industry.

Pre-Election Developments

2015 Political Crisis and Leadership Shifts

![The Chief Minister of Bihar, Shri Nitish Kumar meeting with the Deputy Chairman, Planning Commission, Shri Montek Singh Ahluwalia to finalize Annual Plan 2007-08 of the State, in New Delhi on February 14, 2007 Nitish Kumar cropped.jpg](./assets/The_Chief_Minister_of_Bihar%252C_Shri_Nitish_Kumar_meeting_with_the_Deputy_Chairman%252C_Planning_Commission%252C_Shri_Montek_Singh_Ahluwalia_to_finalize_Annual_Plan_2007-08_of_the_State%252C_in_New_Delhi_on_February_14%252C_2007_Nitish_Kumar cropped.jpg) Following the Janata Dal (United)'s defeat in the 2014 Lok Sabha elections, where the party secured only two seats in , resigned as on May 20, 2014, citing moral responsibility for the loss, and nominated , a relatively obscure leader from the community, as his successor. was sworn in the same day, initially perceived as a placeholder to maintain JD(U) control amid internal pressures and the absence of a formal coalition partner after the breakup with the (BJP). However, by early February 2015, dissatisfaction with 's administrative style and perceived alignment with the BJP grew within JD(U) ranks, prompting to signal his intent to reclaim leadership. The crisis escalated on February 7, 2015, when the JD(U) legislature party elected as its leader, backed by a majority of MLAs, leading to the resignation of 20 ministers in solidarity against Manjhi. On February 9, JD(U) expelled Manjhi from the party for defying directives and courting controversies, yet he refused to resign, asserting he would prove his majority on the assembly floor and staking claim to form a new with potential external support. Governor directed Manjhi to demonstrate majority via a floor test by February 20, amid legal challenges from Kumar's camp in the , which affirmed Kumar's position as legislative party leader while allowing the test to proceed. This revolt highlighted internal fissures, with approximately 97 of 111 JD(U) MLAs pledging support to Kumar, indicating limited but disruptive defections estimated at around 14 legislators initially backing Manjhi. Kumar's maneuvers, including public criticisms of Manjhi as engaging in "" rather than legitimate , underscored a calculated effort to consolidate power and reposition JD(U) against the rising BJP influence post-2014 national polls. Facing the floor test, Manjhi resigned on , 2015, averting a direct vote and clearing the path for Kumar's return. Kumar was sworn in as for the second time on , 2015, a development that fueled speculation of early assembly dissolution and snap polls to capitalize on renewed momentum, though the full term extended to . The episode exposed JD(U)'s vulnerability to personality-driven splits, with Manjhi later forming the , taking a handful of defectors and eroding the party's cohesion ahead of the electoral contest.

Alliance Formations and Strategies

The Mahagathbandhan, a coalition of the Janata Dal (United) (JD(U)), , and , emerged in July 2015 as a strategic pre-poll prioritizing caste-based vote consolidation over ideological alignment. This alliance sought to unite Muslim-Yadav (MY) blocs with Extremely Backward Classes (EBCs) and communities, which together formed a significant portion of Bihar's electorate, to counter the ruling . The seat-sharing formula, finalized and announced on September 20, 2015, allocated 101 seats each to RJD and JD(U), with contesting 41 seats out of the assembly's 243 constituencies. In response, the (), spearheaded by the (BJP) after its 2013 split from JD(U), assembled a broader but fragmented coalition including the Lok Janshakti Party (LJP), Rashtriya Lok Samata Party (RLSP), Hindustani Awam Morcha (HAM), and smaller outfits. Seat-sharing negotiations, marked by internal bargaining among allies, concluded on September 14, 2015, with BJP contesting the majority of seats to leverage its organizational strength while allocating portions to partners representing specific caste groups like Dusadhs (LJP) and Kushwahas (RLSP). The 's approach emphasized mobilizing upper-caste Hindus alongside non-Yadav OBCs, aiming to offset the Mahagathbandhan's MY-EBC axis through targeted sub-caste appeals rather than a unified ideological platform. Peripheral alliances, such as the (encompassing CPI, CPI(M), and CPI(ML) Liberation) and the Socialist Secular Morcha (led by the with allies like the ), operated independently or in loose groupings, contesting a limited number of seats without significant seat-sharing pacts. These fronts targeted niche voter segments like urban workers and secular-leaning minorities but lacked the scale to influence outcomes, reflecting Bihar's dominance by bipolar caste-driven contests.

Key Political Figures: Nitish Kumar and Lalu Prasad Yadav

![The Chief Minister of Bihar, Shri Nitish Kumar meeting with the Deputy Chairman, Planning Commission, Shri Montek Singh Ahluwalia to finalize Annual Plan 2007-08 of the State, in New Delhi on February 14, 2007 (Nitish Kumar) (cropped).jpg](./assets/The_Chief_Minister_of_Bihar%252C_Shri_Nitish_Kumar_meeting_with_the_Deputy_Chairman%252C_Planning_Commission%252C_Shri_Montek_Singh_Ahluwalia_to_finalize_Annual_Plan_2007-08_of_the_State%252C_in_New_Delhi_on_February_14%252C_2007_Nitish_Kumar cropped.jpg) Nitish Kumar, as leader of the Janata Dal (United), served as from November 2005, introducing the "Sushasan" or model focused on restoring , improving , and enhancing public service delivery. His administration oversaw the construction of extensive road networks, including over 20,000 kilometers of rural roads by 2010, and significant gains in , with household connections rising from near zero to over 90% by the mid-2010s through targeted programs. accelerated under his rule, with Bihar's GDP growth averaging above 10% annually from 2005 to 2014, reversing prior stagnation. Critics, however, have highlighted Kumar's pattern of alliance realignments, such as his 2013 split from the BJP-led in 2014 ahead of the state polls, as pragmatic but opportunistic maneuvers to retain power rather than ideological consistency. Lalu Prasad Yadav, founder and long-time president of the (RJD), gained prominence in the 1990s by mobilizing backward castes, particularly Yadavs and other Other Backward Classes (OBCs), through policies emphasizing social empowerment and reservation expansions, which shifted political power away from upper castes and fostered a sense of dignity among marginalized groups. During his chief ministership from 1990 to 1997 and through proxy rule via his wife until 2005, Yadav's family entrenched a dynastic structure, with Tejashwi Yadav emerging as a key figure by 2015. His governance, however, was undermined by systemic corruption, most notably convictions in the , where courts found him guilty in multiple cases of diverting over Rs 950 crore from funds, including a 2013 sentence of five years' imprisonment in the Deoghar treasury case. Empirical data from the period indicate economic neglect, with Bihar's growth lagging national averages at under 5% annually and deficits persisting, contributing to the state's "BIMARU" label. Despite longstanding animosity—stemming from Kumar's 2005 electoral defeat of Yadav's RJD—the two reconciled in early 2015 to form the Mahagathbandhan coalition, allying JD(U), RJD, and primarily to counter the BJP's rising influence by uniting backward caste, Muslim, and voters through complementary strengths: Kumar's administrative record paired with Yadav's grassroots mobilization. This strategic pivot, announced on October 22, 2014, after Kumar's exit, was driven by shared anti-BJP objectives amid fears of Modi's national appeal eroding their bases, though it drew skepticism over ideological compatibility given Yadav's corruption taint and past governance clashes.

Electoral Framework

Election Schedule and Phased Polling

The announced the schedule for the 2015 Bihar Legislative Assembly election on 9 September 2015, opting for a five-phase polling process spanning 12 October to 5 November 2015 to cover all 243 constituencies across the state's 38 districts. This staggered timeline allowed for the sequential movement of security forces, addressing logistical constraints in deploying approximately 200,000 central and state personnel to sensitive areas with a history of booth capturing and clashes in prior polls. Polling in the first occurred on 12 across 49 constituencies in 10 , primarily in the northern and eastern regions; phase on 16 covered 42 seats in 6 ; on 28 involved 50 constituencies in 6 ; the fourth on 1 spanned 55 seats in 7 ; and the fifth on 5 encompassed 47 constituencies in 9 . The multi-phase format, despite demands from major parties for fewer phases to minimize disruptions, prioritized coverage over a compressed single-day vote, enabling forces to be repositioned after each round while minimizing simultaneous vulnerabilities across the geographically diverse state. Nomination processes were aligned with each phase: notifications were issued starting around 25 for the first phase, with the last date for filing generally 10-11 days prior to polling, conducted the following day, and a three-day window for withdrawals thereafter. For the fifth phase, was revised to 16 October due to administrative adjustments. In total, around 3,500 candidates filed , reflecting intense competition amid alliances and independents vying for seats.

Procedural Changes and Security Enhancements

The (ECI) deployed Electronic Voting Machines (EVMs) at all polling stations during the 2015 Bihar Legislative Assembly election, representing a significant scale-up from partial usage in prior polls to full implementation across the state's constituencies. This shift aimed to curb , particularly booth capturing, which had peaked in during the 1990s with multiple documented instances per election. Empirical analysis shows EVMs reduced such malpractices by design, as they eliminated the physical handling and stuffing of ballot papers, leading to fewer reported booth captures compared to paper-based systems; a study quantified this impact, finding electoral fraud indicators dropped post-EVM adoption nationwide, with safer polling environments in high-risk states like . Security protocols were bolstered through unprecedented deployment of central forces at every one of the 62,779 polling stations, a first for any , to deter and ensure voter access in vulnerable areas. Aerial surveillance via drones was introduced for real-time monitoring of polling processes, enhancing oversight in remote and Naxal-affected districts without reliance on traditional ground patrols alone. These measures, combined with phased polling over five dates from October 12 to November 5, facilitated verifiable vote recording amid Bihar's challenging terrain and history of disruptions. Enforcement of the was intensified with district-level directives from the ECI, including rapid response teams for violations like unauthorized rallies or defacements, contributing to procedural discipline across the 243 constituencies. While Voter Verifiable Paper Audit Trail (VVPAT) units were not yet piloted in —limited to experimental use elsewhere—the EVM framework's randomization and sealing protocols provided audit trails, with post-poll checks confirming alignment between machine tallies and manual verification samples.

Voter Eligibility and Turnout Projections

The electorate eligible to vote in the 2015 Bihar Legislative Assembly election totaled 66,970,702 general electors, as finalized in the electoral rolls by the ahead of polling. Voter eligibility adhered to the Representation of the People Act, 1950, requiring Indian citizenship, completion of 18 years of age by the qualifying date of January 1, 2015, ordinary residence within the relevant constituency for at least six months, and exclusion from disqualifications such as exceeding two years, corrupt practices, or government employment on polling day. This electorate reflected Bihar's demographic realities, with males numbering 35,715,925 and females 31,252,671, resulting in a gender registration gap of roughly 12.5 percentage points. State-level drives under the administration, including promotion of women's self-help groups and local governance participation, had incrementally reduced this disparity from prior elections by boosting female enrollment, though systemic barriers like lower literacy and mobility persisted. The composition remained overwhelmingly rural, aligning with the 2011 census data showing Bihar's at 11.3%, thus over 88% of voters derived from rural constituencies where agricultural and caste-based dominated. Constituency boundaries, redrawn via the Delimitation Commission's exercise notified in 2008 and based on the 2001 census, standardized approximate voter sizes per seat to around 275,000 while adjusting for population shifts, thereby enhancing representation in emerging urban pockets such as and its suburbs without altering the total of 243 seats. Pre-election analyses projected elevated turnout owing to the polarized rivalry between the Mahagathbandhan and , surpassing the 52.6% of the 2010 polls, with expectations of 58-62% overall participation fueled by youth engagement—the 18-25 age cohort comprising approximately 20% of electors—and intensified rural mobilization efforts. Such forecasts emphasized the potential sway of first-time and young voters in swing constituencies, amid ECI campaigns to leverage high-stakes contestation for broader enfranchisement.

Contesting Entities

Mahagathbandhan Composition and Seat-Sharing

The Mahagathbandhan, comprising the Rashtriya Janata Dal (RJD), Janata Dal (United) (JD(U)), and Indian National Congress (INC), formed in July 2015 as a coalition aimed at countering the National Democratic Alliance in Bihar. The alliance projected Nitish Kumar, leader of JD(U), as its chief ministerial candidate, capitalizing on his incumbency and administrative record, while relying on RJD's grassroots mobilization under Lalu Prasad Yadav to consolidate support among Yadav and Muslim voters. Seat-sharing negotiations concluded on August 12, 2015, allocating 101 seats to RJD, 101 to JD(U), and 41 to out of Bihar's 243 assembly constituencies. This arrangement reflected RJD and JD(U)'s dominant roles in the state's backward , with RJD focusing on Yadav-stronghold areas and JD(U) targeting Extremely Backward Classes (EBCs) and Kurmis, while was assigned seats in regions with historical upper-caste and minority influence. The deal prioritized winnability over equal distribution, enabling a unified caste-arithmetic approach to maximize vote transfer among allied social groups. The coalition's strategy emphasized and welfare for marginalized communities, including promises of enhanced reservations for EBCs and women, alongside critiques of policies perceived as neglecting Bihar's developmental needs. RJD provided electoral muscle through its cadre network in rural Yadav-dominated belts, complementing JD(U)'s narrative under , though internal tensions over candidate selection occasionally surfaced during nominations. This composition underscored a pragmatic fusion of mobilization and anti-incumbency against the , without formal inclusion of smaller leftist parties at the outset.

National Democratic Alliance Platform and Candidates

The (NDA), led by the (BJP), adopted a platform emphasizing Sabka Saath, Sabka Vikas ( with all, for all), positioning itself against caste-based by prioritizing , , , reforms, and healthcare improvements tailored to Bihar's needs. Prime Minister Narendra Modi highlighted a six-point agenda during the campaign rollout, focusing on youth , skill , and alleviation to contrast with the perceived failures of prior caste-centric in the state. This narrative sought to appeal to a broad electorate by underscoring national-level achievements under NDA rule, such as improved metrics and central funding for Bihar-specific projects. Seat-sharing within the NDA allocated the BJP 157 constituencies, the Lok Janshakti Party (LJP) 40, the Rashtriya Lok Samata Party (RLSP) 23, and smaller allies like the (Secular) a handful, totaling over 180 seats contested collectively to challenge the incumbent coalition's dominance. The candidate selection process reflected BJP's reliance on upper-caste strongholds, with a significant proportion of nominees from , , , and communities—groups that provided near-unanimous support to the alliance in prior polls—while allies like LJP (Dalit-focused) and RLSP (Kushwaha OBC) facilitated outreach to non-upper-caste voters. This mix aimed to balance traditional BJP base loyalty with incremental gains among Other Backward Classes (OBCs), though upper-caste candidates dominated the overall NDA slate, comprising roughly 40-50% in BJP's allocations per contemporaneous analyses. , a prominent BJP figure and in 's assembly, exemplified the NDA's upper-caste leadership core, overseeing strategy against the ruling dispensation. Despite these efforts, the NDA's OBC consolidation proved uneven, with fragmented support among Extremely Backward Classes limiting broader inroads.

Fringe Parties, Independents, and Muslim-Focused Groups

The Communist Party of India (Marxist-Leninist) Liberation, the leading component of the Left Front, contested independently and secured three seats with a vote share of 1.5 percent. Other Left parties, such as the Communist Party of India (Marxist), fielded candidates but won no seats. The contested multiple constituencies targeting voters but obtained zero seats. Muslim-focused parties included the (AIMIM), which made its debut in Bihar by fielding candidates in six seats, mainly in the Muslim-majority Seemanchal region, yet won none. Independents, numbering among the thousands of total candidates and frequently backed by local strongmen or caste loyalties, captured four seats. Collectively, these fringe entities and independents accounted for under 5 percent of the statewide vote share.

Campaign and Issues

Core Campaign Narratives: Development vs. Caste Arithmetic

The National Democratic Alliance (NDA), led by the Bharatiya Janata Party (BJP), centered its campaign on a development-oriented narrative, portraying Prime Minister Narendra Modi's governance model as the antidote to Bihar's persistent underdevelopment. Campaigners highlighted the state's economic lag, including high out-migration and low industrialization, despite Chief Minister Nitish Kumar's earlier tenure, and promised an accelerated industrial push leveraging national momentum from 2014. A key element was the announcement of a special economic package worth approximately $19 billion to fund infrastructure and job creation, framed as extending the "Vikas Raj" (rule of development) achieved during the 2005–2013 NDA-JD(U) alliance, which saw per capita income growth of around 8.4% in fiscal year 2014–15. This was reinforced through over 30 rallies addressed by Modi between September and November 2015, where he critiqued the Nitish-Lalu Prasad Yadav alliance as a regression to caste-driven politics over empirical progress. In contrast, the Mahagathbandhan (Grand Alliance of JD(U), , and ) defended 's record of governance reforms, emphasizing gains through welfare schemes, improved , and infrastructure that contributed to Bihar's gross state domestic product growth averaging over 10% annually from 2005 to 2015. The alliance's strategy relied on caste bloc mobilization, consolidating votes among Yadavs, , Extremely Backward Classes (EBCs), and Mahadalits—groups historically aligned with RJD's Yadav base and JD(U)'s backward caste outreach—while portraying the NDA's appeals as divisive fear-mongering targeting minorities. This was operationalized through joint tours by and , including high-profile rallies like the Swabhiman rally in on August 30, 2015, attended by leaders, which underscored unity against perceived BJP rather than prioritizing development metrics. The clash highlighted a fundamental divide: the NDA's push for causal economic realism through centralized industrial initiatives versus the Mahagathbandhan's reliance on decentralized via identity-based coalitions, with empirical data on growth rates contested but not fundamentally disputed by either side. While the NDA invoked verifiable national-level reforms post-2014, the Mahagathbandhan countered with state-specific welfare outcomes, framing the election as a of marginalized communities against upper-caste dominance implied in NDA alliances.

Media and Polarization Tactics

The (BJP) incorporated rhetoric on cow protection and opposition to beef consumption into its campaign messaging, aiming to consolidate Hindu voters through references to cultural and religious sensitivities. On October 5, 2015, BJP leader described the election as a contest "between beef-eaters and those wanting to ban it," framing dietary practices in oppositional terms to evoke communal divides. This approach drew complaints from rival parties, who argued it violated the Election Commission's prohibiting appeals to communal sentiments. In response, the (ECI) banned BJP advertisements on November 4, 2015, that demanded explanations from Chief Minister regarding beef-related remarks by his allies, deeming them divisive and in breach of electoral guidelines against inflaming passions on religious lines. The ECI's interventions extended to monitoring campaign speeches and media content for , issuing advisories to prevent vitiation of the electoral atmosphere through polarizing narratives. Such tactics reportedly risked alienating Extremely Backward Castes (EBCs) and Muslim voters, who comprised significant portions of the electorate, by associating the BJP with exclusionary appeals rather than inclusive development. Social media platforms gained prominence in the 2015 campaign as parties disseminated messages to younger demographics, though complaints of misinformation and manipulated content surfaced, prompting ECI scrutiny under existing conduct rules. English-language media outlets often critiqued these polarization efforts as counterproductive, highlighting their potential to fragment voter coalitions in Bihar's diverse caste landscape, while regional vernacular media varied in coverage, sometimes amplifying local caste-based interpretations over national ideological framing. The ECI's enforcement against violative content underscored efforts to curb escalation, with documented actions against ads and speeches that crossed into communal territory.

Pre-Election Opinion Polls and Predictions

Prior to the formation of the Mahagathbandhan alliance in July 2015, opinion polls consistently projected a strong performance for the (NDA), led by the (BJP), reflecting the weakened position of Nitish Kumar's Janata Dal (United) following its poor showing in the 2014 Lok Sabha elections. For instance, an India Today-Cicero pre-poll survey conducted around September 10, 2015, forecasted the NDA securing a of over 120 seats in the 243-member assembly, attributing this to BJP's organizational edge and Modi's national appeal. Following the Mahagathbandhan's emergence—comprising JD(U), (RJD), and —subsequent surveys indicated a tightening contest, with the alliance polling around 40-46% vote share in some estimates. A CNN-IBN/IBN7-Axis pre-poll survey from October 8, 2015, projected 137 seats for the Mahagathbandhan (JD(U) 69, RJD 48, 20) against 95 for the , based on a 46% vote share for the former versus 38% for the latter. Similarly, an India TV-CVoter survey estimated a near , with the Mahagathbandhan at 116 seats and at 119. However, other polls like a Zee Media survey from September 18, 2015, still favored the with 140 seats and 50.8% vote share against the alliance's 70 seats and 42.5%. A Lokniti-CSDS pre-poll from October 7, 2015, showed the holding a narrow 4% vote lead, particularly in urban areas. These divergent predictions fostered overconfidence within ranks, as surveys emphasizing BJP's momentum overshadowed those highlighting the Mahagathbandhan's consolidation among , Yadavs, and Kurmis. Methodological limitations, including reliance on self-reported preferences and under-sampling of rural women voters—who ultimately turned out in higher numbers favoring Nitish Kumar's record—contributed to inaccuracies across polls. Regionally, polls highlighted NDA advantages in Seemanchal districts, driven by upper-caste consolidation and targeted outreach to non-Yadav OBCs, projecting stronger vote shares there compared to Yadav-dominated belts in central , where RJD's influence was expected to deliver overwhelming Mahagathbandhan support. Such variations underscored the challenges of capturing localized dynamics in statewide sampling.

Election Execution

Polling Day Logistics and

The 2015 Bihar Legislative Assembly election was conducted in five phases between 20 and 7 November to facilitate security arrangements and logistical management across the state's 243 constituencies. Phase one covered 49 constituencies on 20 , followed by 32 on 28 , 50 on 1 November, 55 on 5 November, and the final 57 on 7 November. Voter turnout reached 56.66 percent overall, marking the highest participation rate in Bihar's elections since . This figure surpassed the 52.65 percent recorded in the election, reflecting improved electoral mobilization efforts by the . Female voter turnout significantly outpaced male participation, with 60.48 percent of women voting compared to 53.32 percent of men, a disparity attributed to targeted and higher among electors. This was evident across phases, including the first phase where women achieved 59.5 percent turnout against 54.5 percent for men.

Incidents of Violence, Malpractices, and EVM Deployment

Despite Bihar's historical association with electoral violence, the 2015 Legislative Assembly election saw relatively fewer major incidents, with polling largely peaceful amid heightened security in Maoist-affected districts such as Gaya, , and . Maoist groups issued calls and threatened voters through leaflets, but no large-scale disruptions from were reported during voting phases. Sporadic clashes occurred, including one post-poll death in Ara linked to caste tensions following results announcement on November 8, 2015. Allegations of booth capturing and other malpractices were notably subdued compared to prior decades, when such tactics involved seizing polling stations to stuff ballot boxes. The shift was largely credited to , which eliminated the feasibility of mass ballot insertion and reduced opportunities for physical fraud, though concerns like cash-for-votes persisted as alternative inducements. No substantiated reports of widespread booth looting emerged, reflecting improved enforcement and technological safeguards. EVMs were utilized at 100% of 's approximately 65,000 polling stations across the five-phase election from to , 2015, featuring candidate photographs on ballot units for voter clarity. While pre-poll skepticism about potential tampering circulated among some opposition figures, post-election audits and court challenges yielded no empirical proof of or systemic manipulation specific to Bihar; discrepancies, when alleged, were isolated and unverified. This deployment contrasted with the paper-ballot era's vulnerabilities to , contributing to higher voter confidence and fewer complaints. The (ECI) ordered repolling in select disrupted booths, including one each in Banka and Chakai on October 25, 2015, following complaints of irregularities like damaged equipment or voter intimidation. Such interventions were limited, underscoring the overall integrity of the process despite isolated lapses.

Immediate Post-Poll Observations and Exit Polls

Exit polls conducted after the final phase of polling on November 5, 2015, largely forecasted a closely contested outcome between the (NDA) and the Mahagathbandhan, with predictions varying from a hung assembly to a narrow edge for either side. Today-CICERO projected the NDA securing 113-127 seats and the Mahagathbandhan 111-123 seats in the 243-member assembly, suggesting potential instability. Today's , known for prior accuracies, anticipated a stronger NDA performance with 155 seats against 85 for the Mahagathbandhan. These projections, aired across major channels like CNN-IBN and , underestimated the Mahagathbandhan's eventual dominance and highlighted methodological challenges in capturing rural and caste-based voter shifts in . One , the Axis poll, accurately foresaw a Mahagathbandhan victory with 169-183 seats but was reportedly withheld by CNN-IBN due to its divergence from prevailing narratives favoring a tighter . Post-poll commentary attributed the broader inaccuracies to sampling biases, particularly underrepresenting consolidation among Extremely Backward Classes (EBCs) and Dalits toward Nitish Kumar's (U)-led , as initial booth-level data hinted at stronger-than-expected turnout and preference alignment in Yadav-Muslim-EBC belts during early trend analyses. Media outlets noted that exit polls struggled with Bihar's fragmented demographics and last-minute tactical voting, leading to a rare instance where pre-count predictions misaligned sharply with underlying electoral dynamics. As counting commenced on , 2015, preliminary observations from returning officers indicated tight margins in over 50 constituencies, prompting extended verification processes and delaying final round announcements in select segments, though overall trends emerged decisively by midday. Party agents reported heightened scrutiny at booths with razor-thin leads, reflecting the exit polls' anticipated competitiveness, but early leads favoring the Mahagathbandhan in key districts like and contradicted the hung-assembly forecasts. These immediate post-poll insights underscored voter secrecy's role in evading pollsters, with leaders acknowledging the shift in momentum shortly after initial rounds.

Results and Data

Aggregate Seat and Vote Shares

The Mahagathbandhan alliance, consisting of the (RJD), Janata Dal (United) (JD(U)), and (INC), won 178 seats in the 243-member . This included 80 seats for RJD, 71 for JD(U), and 27 for INC. The (NDA), comprising the (BJP), (LJP), Rashtriya Lok Samata Party (RLSP), and (Secular) (HAM(S)), secured 58 seats, with BJP taking 53, LJP 2, RLSP 2, and HAM(S) 1. The remaining 7 seats went to other parties and independents, including 3 for the (Marxist-Leninist) Liberation. In terms of vote shares, the BJP led all individual parties with 24.42% of the votes polled. The Mahagathbandhan collectively garnered approximately 41.84%, comprising RJD's 18.35%, JD(U)'s 16.83%, and INC's 6.66%. The NDA's combined vote share was around 33%, including LJP's 4.83% and RLSP's 2.56%.
Party/AllianceSeats WonVote Share (%)
Mahagathbandhan (RJD + JD(U) + )17841.84
(BJP + LJP + RLSP + HAM(S))58~33
Others7~25
This outcome marked a reversal from the 2010 election, where the had won 206 seats. The Mahagathbandhan's seat tally exceeded its vote share due to effective consolidation of anti- votes, while the 's higher fragmentation among opponents limited its gains despite competitive vote percentages.

Breakdown by Party, Alliance, and District

The Mahagathbandhan alliance, comprising the (RJD), Janata Dal (United) (JD(U)), and (INC), secured 178 of the 243 seats, with vote shares totaling approximately 41%. The (NDA), led by the (BJP) along with smaller partners, won 58 seats at 36.4% vote share. Three seats went to independent candidates, while minor parties and others accounted for the remainder.
Alliance/PartySeats WonChange from 2010
Mahagathbandhan178+109
RJD80+51
JD(U)71+15
27+20
NDA58-115
BJP53-92
LJP2-1
RLSP2+2
1New
Independents/Others7-
Data reflects official tabulations; seat changes calculated against 2010 results where alliances differed significantly. Geographically, the Mahagathbandhan dominated Yadav-stronghold districts in the southern Magadh division, sweeping all segments there due to consolidated and Muslim support alongside JD(U)'s appeal to Extremely Backward Classes. In the Muslim-majority Seemanchal region (northeastern districts like , , and ), the alliance similarly captured nearly all seats, leveraging demographic alignments. The retained pockets in northern districts such as West Champaran and , where upper-caste and non-Yadav OBC consolidation provided limited breakthroughs, but struggled elsewhere. Urban segments in showed NDA strength, with BJP securing several seats amid higher upper-caste turnout, contrasting rural sweeps by Mahagathbandhan. Independents prevailed in isolated contests in and Vaishali districts, often in fragmented multi-corner fights.

Constituency-Level Outcomes and Margins

The election produced highly competitive outcomes in many constituencies, with 21 seats where the victory margin was narrower than the votes polled for (NOTA), reflecting intense local battles and voter divisions. These close races often hinged on shifts in caste-based alliances, particularly where the Grand Alliance (JD(U)-RJD-Congress) consolidated support among Extremely Backward Classes, Yadavs, and Muslims to overcome advantages in upper-caste areas. Nitish Kumar retained his stronghold in Biharsharif, securing victory as the JD(U) candidate in a constituency with significant Koeri and Kurmi populations, bolstering the Grand Alliance's hold on development-oriented backward caste voters. Similarly, the RJD fortified its Yadav base through family legacies, with Tejashwi Prasad Yadav winning Raghopur by 22,733 votes (12.3% margin) against BJP's Satish Kumar. His brother, Tej Pratap Yadav, prevailed in Mahua by an even larger margin, ensuring the Lalu family's clean sweep in contested seats despite NDA challenges. The BJP faced notable upsets in upper-caste dominated areas, losing seats like where caste consolidation against perceived polarization favored the Grand Alliance, even as BJP polled strongly among Bhumihars and Rajputs statewide. Such reversals highlighted tactical missteps in candidate selection and alliance dynamics, contributing to narrower wins for survivors in similar demographics.

Analytical Insights

Caste and Demographic Voting Patterns

Caste loyalties remained a dominant force in the 2015 Bihar Legislative Assembly election, with voting patterns aligning closely along traditional bloc lines as captured in the Lokniti-CSDS post-poll survey. Yadavs, the core support base of the , extended over 90% of their votes to the Mahagathbandhan alliance (comprising RJD, Janata Dal (United), and ), reflecting the enduring influence of Lalu Prasad Yadav's Yadav-centric mobilization. Similarly, , constituting about 17% of the electorate, consolidated nearly unanimously behind the same alliance, prioritizing communal security and opposition to the BJP-led National Democratic Alliance (NDA) amid perceptions of polarization. Extremely Backward Classes (EBCs), a diverse group making up around 36% of voters and key to Nitish Kumar's strategy, split approximately 60-40 in favor of the Mahagathbandhan over the , driven by Kumar's targeted outreach through reservations and development promises tailored to their sub-castes. Upper castes, including Brahmins, Rajputs, and Bhumihars (about 15% of the population), delivered around 70% support to the , viewing it as a bulwark against perceived Yadav resurgence and aligning with BJP's appeals. Other OBC groups like Kurmis largely backed the Mahagathbandhan, while Dalits showed fragmentation, with non-Paswan Dalits tilting toward the alliance but Paswans splitting closer to even. These patterns underscore caste's causal primacy in structuring vote blocs, overriding broader ideological shifts. Gender dynamics revealed a cross-caste preference among women for the Mahagathbandhan, attributed to Nitish Kumar's record on improving since , which reduced crime rates and enhanced women's safety perceptions compared to the prior RJD era. Women turnout exceeded male turnout at 59.5% overall, with survey respondents citing safety as a key concern (26% in prioritized issues), contributing to a subtle shift where women across castes favored the alliance's continuity on over NDA's change narrative. The urban-rural divide exerted minimal influence on these patterns, with rural voters (89% of the sample) mirroring statewide caste alignments due to Bihar's agrarian demographics and limited urban penetration of alternative narratives; urban pockets showed slightly stronger NDA support among upper castes but not enough to alter bloc behaviors.

Influence of Economic Factors and Anti-Incumbency

Nitish Kumar's administration emphasized and , which tempered in the 2015 election. From 2005 to 2010, the government constructed over 23,000 kilometers of high-quality roads, improving rural connectivity and facilitating . By 2014–2015, Bihar achieved 8.4% growth, ranking second among Indian states, alongside advancements in supply and control. These measurable gains in performance reduced voter dissatisfaction, as pre-election surveys indicated approval for Nitish's record despite calls for faster progress. The Grand Alliance's partnership with Lalu Prasad Yadav introduced risks from his prior corruption convictions, including the 1990s fodder scam involving ₹940 crore embezzlement. However, Nitish's association with these elements was offset by his administration's tangible outputs, such as expanded welfare schemes and restored , which voters credited for state-level stability over historical lapses. Narendra Modi's nationwide promises, including a $19 billion package for , faced dilution against Nitish's localized achievements. Voter priorities on and underscored economic , with studies of electoral attributing 20–30% of non-demographic vote shifts to perceived efficacy rather than solely . This evidenced 's causal role in sustaining incumbency advantages amid competitive narratives. In the 2014 elections, the secured 31 of Bihar's 40 parliamentary seats, benefiting from a fragmented opposition where the (RJD) and alliance polled around 29% combined, while the Janata Dal (United) (JD(U)), contesting independently after its split from the BJP, garnered approximately 6% of votes, diluting anti-NDA support and enabling disproportionate seat gains despite the NDA's core vote share of roughly 40% from BJP (29.9%), (6.5%), Rashtriya Lok Samata Party (3%), and minor allies. This outcome reflected the temporary boost from national momentum, including the "Modi wave," which prioritized development narratives over localized caste mobilizations. By the 2015 assembly elections, the 's vote share dipped to 34.9%, yielding only 58 of 243 seats, as the Mahagathbandhan ((U), RJD, ) consolidated to 42.9% votes and swept 178 seats through efficient caste-based vote transfer among , Muslim, and Extremely Backward Class blocs. The opposition's unity absorbed the (U)'s prior independent votes, neutralizing the split that had favored the in 2014, while the absence of national coattails exposed vulnerabilities to state-level dynamics like perceived over-reliance on upper-caste consolidation and critiques of governance under Nitish Kumar's prior ties.
Year/EventNDA Vote ShareNDA SeatsMahagathbandhan/Opposition Vote ShareOpposition Seats
2014 Lok Sabha~40%31/40Split (~35% core + JD(U) 6%)9/40
2015 Assembly34.9%58/24342.9%178/243
This contrast underscores how Lok Sabha polls can amplify national branding effects, which dissipate in assembly contests where caste arithmetic and alliance cohesion dictate outcomes, rendering national trends less predictive of state-level verdict.

Controversies and Criticisms

Allegations of Booth Capturing and Electoral Fraud

The (NDA), comprising the (BJP) and allies, alleged booth capturing and other forms of in the 2015 Bihar Legislative Assembly election, primarily targeting rural polling stations in districts perceived as strongholds of the rival Mahagathbandhan alliance. These claims centered on instances where opposition agents reportedly prevented voters from accessing booths or stuffed votes, though specific evidence was often anecdotal and tied to high-turnout areas. The (ECI) documented a notable decline in reported booth capturing incidents compared to the 2005 Bihar election, with complaints numbering in the low hundreds rather than prevalent in earlier paper-ballot eras marked by over 500 such reports. This reduction was linked to enhanced deployment of central forces, video monitoring, and the exclusive use of EVMs, which rendered traditional booth capturing—relying on ballot stuffing—largely obsolete by eliminating physical ballots. Courts dismissed the majority of NDA-filed petitions challenging results on fraud grounds, citing insufficient proof of widespread malpractices altering outcomes. Empirical evidence from a analysis of India's phased EVM rollout corroborates the mitigating effect, estimating a 10-15% lower incidence of electoral malpractices, including booth-level , in post-EVM elections due to tamper-resistant and verifiable vote recording.

EVM Integrity and Post-Poll Disputes

The 2015 Bihar Legislative Assembly election employed across all 243 constituencies, continuing their mandatory use since the 2004 general elections to address vulnerabilities in paper ballots. EVMs, standalone devices without network connectivity, were designed to prevent common frauds like booth capturing—where intruders seize polling stations to stuff ballots—and bogus voting, which had plagued earlier polls. Empirical analysis indicates that EVM adoption reduced reported booth capturing incidents by over 80% in states like post-2004, enabling parties reliant on organized voter mobilization to compete more effectively against those favoring coercive tactics. Post-poll verification by the Election Commission of India (ECI) involved random checks of EVM seals, mock polls, and cross-matching with Form 17C (vote counts), revealing no systemic discrepancies or tampering in Bihar. The NDA, securing 58 seats against the Mahagathbandhan's 178, did not mount prominent contemporaneous allegations of EVM manipulation specific to the election, focusing instead on campaign missteps and voter alignments; broader skepticism toward EVMs intensified only in subsequent national contests. While isolated demands for Voter Verifiable Paper Audit Trail (VVPAT) units—piloted elsewhere but absent in 2015 Bihar—arose in national discourse post-loss, the ECI upheld EVM reliability, citing their tamper-resistant hardware and software audited by independent labs. Legal petitions challenging EVM integrity, including calls to revert to paper ballots, were dismissed by the in contemporaneous and prior rulings, affirming the machines' constitutional validity under Article 324 and rejecting unsubstantiated claims without proof of or alteration. These decisions established a prioritizing technological safeguards over reversion to less secure systems, with the court noting the absence of credible evidence for widespread malfeasance despite access to EVM for scrutiny. No verified instances of EVM-related irregularities altered Bihar's certified results, announced on November 8, 2015.

Broader Critiques of Caste-Driven Politics

The Mahagathbandhan's victory in the 2015 Bihar Legislative Assembly election was widely interpreted as a triumph of -based consolidation, particularly the core Muslim-Yadav (MY) bloc augmented by Extremely Backward Classes (EBCs) and Mahadalits through strategic alliances, effectively countering the NDA's efforts to fragment opposition votes along lines. Critics, however, argued that this outcome reinforced social fragmentation by prioritizing identity arithmetic over unified state development, entrenching divisions that impede meritocratic governance and broad-based economic policies. Such alliances, while electorally potent in the short term, were seen as fostering within reserved categories, where benefits accrue disproportionately to socially advanced subgroups rather than the economically disadvantaged majority outside organized sectors. Empirical evidence from Bihar's post-2005 trajectory under Nitish Kumar's administration demonstrated that governance reforms could drive progress despite entrenched dynamics, with annual GDP growth averaging 11% from 2007 to 2012—the highest in —and poverty declining from 54% in 2005 to 33% by 2011-12, fueled by law-and-order enhancements, infrastructure investments (e.g., 55,000 km of roads), and institutional rebuilding rather than exclusive appeals. This hybrid model suggested viability for transcending pure reliance, as improvements in enabled sustained growth of 9.44% annually during the period, outpacing national averages. Yet, the election's -centric framing highlighted the NDA's shortfall in projecting a compelling alternative narrative, with its vote share falling from 30% in the 2014 polls to 24.5% amid failures to consolidate beyond upper- strongholds and allied groups. Longer-term critiques emphasized the unsustainability of caste-driven coalitions like the Mahagathbandhan, which risk reverting to pre-2005 "Jungle Raj" instability by sidelining development imperatives for reservation expansions and identity mobilization, potentially stalling pan-Bihar initiatives in favor of group-specific patronage. Right-leaning analyses advocated shifting toward merit-based systems and economic prioritization to foster Hindu unity and , arguing that persistent fault-lines undermine alleviation, as reservations cover only about 5% of jobs and less than 10% of organized . The election thus underscored a between electoral and causal drivers of prosperity, with observers noting that while mobilization secured immediate wins, it perpetuated barriers to ideological or performance-based capable of addressing Bihar's structural deficits.

Government Formation and Immediate Aftermath

Coalition Bargaining and Nitish Kumar's Reappointment

Following the announcement of election results on November 8, 2015, which gave the Mahagathbandhan alliance—consisting of the Janata Dal (United) (JD(U)), (RJD), and —a combined total of 178 seats in the 243-member , the coalition partners engaged in negotiations to formalize power-sharing arrangements. Despite the RJD securing the highest number of seats at 80, followed by JD(U) with 71 and Congress with 27, the pre-poll agreement designated as chief ministerial candidate, a decision upheld in post-poll to maintain alliance cohesion. Governor , acting on the alliance's submission of support letters demonstrating majority, invited to form the government on November 20, 2015, bypassing initial claims by the BJP-led , which held 58 seats but lacked the numbers for a viable government. was sworn in as that afternoon at a ceremonial event in , administered by the governor, with 28 ministers taking oath alongside him, marking the initial cabinet expansion reflective of seat proportions—RJD receiving the largest share of berths. ![The Chief Minister of Bihar, Shri Nitish Kumar meeting with the Deputy Chairman, Planning Commission, Shri Montek Singh Ahluwalia to finalize Annual Plan 2007-08 of the State, in New Delhi on February 14, 2007 (Nitish Kumar) (cropped).jpg](./assets/The_Chief_Minister_of_Bihar%252C_Shri_Nitish_Kumar_meeting_with_the_Deputy_Chairman%252C_Planning_Commission%252C_Shri_Montek_Singh_Ahluwalia_to_finalize_Annual_Plan_2007-08_of_the_State%252C_in_New_Delhi_on_February_14%252C_2007_Nitish_Kumar (cropped).jpg) Portfolio allocation prioritized JD(U) control over core departments, with retaining home affairs and vigilance to consolidate administrative leverage, while RJD leaders, including deputy (assigned road construction, urban development, and housing), and cabinet minister (health), received infrastructure and social sector roles. This distribution, announced shortly after swearing-in, underscored an empirical balance favoring JD(U)'s governance priorities amid RJD's electoral edge, fostering initial operational harmony without public disputes over allocations. The cabinet's composition, limited to 28 members at inception per constitutional caps, set a precedent for , with further expansions deferred to stabilize coalition dynamics.

Initial Policy Signals and Stability Challenges

Following the formation of the Mahagathbandhan government on February 20, 2016, with as and (RJD) leaders and as Deputy Chief Ministers, initial policy signals emphasized social welfare continuity alongside a high-profile measure. On November 26, 2015, days after the election victory, Kumar announced a ban on sales across , framed as an electoral pledge to empower women by curbing and addiction, with phased enforcement leading to total by April 5, 2016. This policy, while populist in appeal, prioritized moral and gender-based objectives over revenue considerations, as excise had contributed significantly to state finances prior to the ban. The 2016-17 state budget reinforced economic continuity through welfare schemes, allocating Rs 10,950 crore to —15.31% of the plan outlay—and prioritizing energy and initiatives, such as scholarships and infrastructure grants, in line with Kumar's prior governance model. These measures extended populist programs like student uniforms and bicycles, focusing on and human development metrics rather than structural reforms in industry or fiscal liberalization, reflecting the alliance's emphasis on redistributive spending amid Bihar's persistent low industrialization. Stability challenges surfaced early due to entrenched corruption probes targeting RJD patriarch , whose ongoing trials—stemming from 1990s embezzlement of over Rs 940 crore in funds—threatened coalition cohesion, given Kumar's self-styled anti-corruption stance. Internal frictions intensified by August 2016, as RJD figures advocated elevating to , signaling ambitions to shift power dynamics and erode Kumar's dominance, which foreshadowed alliance strains without immediate rupture. These tensions, rooted in competing leadership aspirations, underscored the fragility of the caste-based pact, prioritizing short-term policy signaling over long-term governance reforms.

Bypoll Outcomes and Early Tests (2015-2020)

In the aftermath of the , bypolls emerged as key barometers of the Mahagathbandhan coalition's cohesion, particularly amid internal strains and opposition challenges. The first notable contest occurred in February 2016 in Harlakhi constituency, triggered by the death of the incumbent JD(U) MLA. The (RLSP), aligned with the BJP-led opposition at the time, secured victory with candidate Hari Shankar Prasad defeating the ruling JD(U)'s Dilip Kumar Rai by a margin of approximately 12,600 votes, polling 48.57% of the valid votes. This upset highlighted early vulnerabilities in Nitish Kumar's JD(U), which had relied on caste-based mobilization in the 2015 victory. Following Nitish Kumar's abrupt exit from the Mahagathbandhan and realignment with the BJP in July 2017 to form the government, bypolls in March 2018 tested the new partnership. In , necessitated by the death of RJD MLA (who had been convicted but symbolically represented opposition strength), the RJD retained the seat with candidate Manoj winning by over 10,000 votes against the 's BJP candidate. Conversely, in , the BJP captured the seat from its prior hold, with candidate defeating the RJD's Arvind Kumar Singh by a margin exceeding 15,000 votes, reflecting NDA consolidation in upper-caste dominated areas. These split outcomes—RJD holding while prevailed in —underscored persistent caste loyalties and the incomplete transfer of 2015 Mahagathbandhan votes to the reformed . The October 2019 bypolls across five assembly seats further exposed alliance fragilities amid the NDA's governance. RJD wrested Belhar from JD(U), with defeating incumbent Kapil Deo Kamat by nearly 11,000 votes, signaling anti-incumbency against Nitish Kumar's frequent shifts. JD(U) retained Simri Bakthiyarpur and won Daraunda, while BJP secured Nathnagar; however, AIMIM's breakthrough in Kishunganj, defeating , fragmented Muslim votes traditionally split between RJD and NDA. Collectively, these contests—spanning roughly 5-7 seats with 3-4 flips or narrow retains—revealed voter erosion for JD(U), from initial opposition gains in 2016 to mixed NDA results post-2017, foreshadowing the coalition's reduced tally in the 2020 elections and Nitish Kumar's pre-poll pivot back to RJD in August 2020 before realigning with BJP after the verdict.

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