Zimbabwe's Presidential Term Debate: A Social Media Reflection on Public Sentiment and Constitutionalism

Data Source and Sampling Strategy

The data source comprised publicly available posts from X, selected due to its established role as a primary platform for real-time political discourse among key actors in Zimbabwe and its diaspora (Bradshaw and Howard, 2019; Matsilele and Ruhanya, 2021; Newman et al., 2023). It is important to note the limitations of this data: X users in Zimbabwe are predominantly urban, educated, and include a significant diaspora (Newman et al., 2023). Therefore, this study does not claim to reflect broader public opinion but rather analyses the discourse within this influential digital sphere. A purposive sampling strategy was employed in three iterative phases. First, an exploratory scoping phase utilised Grok AI to identify high-engagement posts, influential hashtags, and emerging trends (de Carvalho Souza and Weigang, 2025; Wangsa et al., 2024). This involved executing a semantic search for “Mnangagwa presidential third term bid in Zimbabwe sentiments and hashtags” to identify core hashtags (including #NoTo2030, #ED2030, #2030Agenda, #ZimbabweConstitution, #M31Movement, #PasiNe2030, #NoThirdTerm, #NoToM31, and #Vision2030) and key temporal patterns. This scoping, which did not involve automated sentiment analysis, informed the next phase but did not contribute to the final corpus. Second, a targeted harvesting phase used these refined queries, keywords, and hashtags in English and major local languages for manual X searches to gather a larger pool of relevant posts. Third, a final corpus assembly phase was conducted, selecting posts for substantive depth, actor balance, and temporal spread to ensure theoretical saturation (Table 1).

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Table 1.

Overview of Purposive Sampling Phases for X Post Corpus.

Phase	Description	Grok AI Role	Output
1. Exploratory Scoping	Semantic/keyword search to map hashtags/trends (e.g. NoTo2030 dominance).	Query execution/pattern flagging (no quantification).	Core hashtags/temporal overview; refined parameters.
2. Targeted Harvesting	Manual X searches using hashtags/keywords; screen for relevance/diversity.	None (human-led).	∼1,200 screened posts.
3. Corpus Assembly	Purposive selection for richness (∼35% prominent accounts, ∼65% general citizens) and event coverage.	None.	500-post qualitative corpus.

This process yielded a final qualitative corpus of 500 posts from an estimated 200 unique users over the period from 1 October 2023 to 31 March 2025. The data confirmed activity peaks around the ZANU-PF conference (October 2024, 30 per cent of activity) and protests (March 2025, approximately 40 per cent of activity). Users were categorised via bios/content as ∼87 per cent anti-extension, 7 per cent pro, and 6 per cent neutral. The sample was balanced between “Prominent Accounts” (journalists, political figures, and activists with more than 10,000 followers; ∼35 per cent of users) and “General Citizens” (including diaspora voices; approximately 65 per cent of users). Posts per user ranged from more than 10 (e.g. higher for prominent accounts), ensuring diversity without overreliance on any individual. While high-engagement posts were prioritised during sampling to ensure the inclusion of influential discourse (anti-extension posts averaged approximately 250 likes/50 reposts versus pro-extension posts 80/20, per manual indexing), all 500 posts were weighted equally in the subsequent thematic analysis.

Data Preparation and Unit of Analysis

Following the scoping, researchers manually captured the 500 selected posts, primarily via screen grabs, which were saved and organised into dedicated digital folders. The textual content from these screenshots, which constituted the primary data for analysis, was then manually transcribed or copied and pasted into a central Microsoft Word document. The unit of analysis was defined as each individual tweet's textual content, including hashtags and emojis as discursive elements. The hybrid solution ensured that AI served as a scoping tool within a rigorous, human-centred analytical process; all Grok outputs were discarded after the initial scoping phase to prevent undue influence.

Ethical Considerations

This study adhered to strict ethical guidelines for social media research. Although the data collected from X is publicly available, significant measures were taken to protect users’ identities, particularly given Zimbabwe's sensitive political context. In the presentation of findings, all usernames of private citizens, activists, and commentators have been anonymised and replaced with descriptive identifiers (e.g. “a political commentator,” “a youth activist”). Direct quotes are used to preserve the authenticity of the discourse, but they are presented without personally identifiable information (usernames, timestamps, and locations redacted during transcription). The only exceptions are for official public figures speaking in their professional capacity, such as the government spokesperson, where attribution is central to the analysis. Repeated voices represent influential roles (e.g. diaspora vs. in-country activists or journalists), not individuals; public figures are attributed only in their professional capacity to mitigate harm. No formal IRB was required for public data, but the process aligned with AOIR guidelines through consultation of the literature and the use of ethical safeguards tailored to repressive contexts (Markham and Buchanan, 2012). This approach balances the need for empirical richness with the ethical obligation to minimise potential harm to individuals participating in online political discourse. Data were stored on encrypted drives and deleted after analysis, with no user interactions initiated by researchers.

Constitutional Principles as the Core of Opposition

A primary finding was the prevalence of opposition framed explicitly through the lens of constitutional legality and democratic norms. Participants frequently articulated that extending the incumbent's term would directly violate Zimbabwe's 2013 Constitution. A prominent investigative journalist, for instance, meticulously argued the legal barriers via threaded posts (retweeted 200+ times), leveraging X's threading for detailed exposition:

What you need to know is that a Third Term at law is illegal for President Mnangagwa, it is unconstitutional!… Even if that referendum happens… the current President can't benefit from such a move, it will be illegal (29 October 2023).

This legal grounding was often infused with strong normative judgments. A diaspora-based commentator decried the proposed amendment not just as illegal but as “bizarrely… irresponsible and destructive self-indulgence” (21 January 2023), reflecting a sense that the move disregards national interests for personal ambition, a view echoed in 70-plus replies linking economic critiques. Similarly, a former opposition parliamentarian underscored the gravity of the situation by emphasising the Constitution as the “supreme law of the land” and labelling attempts to undermine it as “highly troubling and unacceptable” and a “dangerous precedent.” This constitutionalist framing extended to collective actions, exemplified by youth protesters chanting “2030 taramba” (“We reject the 2030 project”), as reported by a pan-African media outlet (22 January 2023), signalling organised, principled resistance amplified through video shares (500 plus views).

Undermining Legitimacy: Scepticism and Contradictory State Messaging

Flowing directly from and reinforcing the opposition is a profound scepticism towards official narratives, particularly President Mnangagwa's public denials of seeking a third term. This widespread mistrust appears to be fuelled by perceived inconsistencies and a history of unmet promises. The investigative journalist highlighted the dissonance between the President's denial and the state broadcaster ZBC TV's simultaneous promotion of the amendment narrative, which ran news tickers stating that the amendment “was set to go ahead” (18 February 2023). This led to the conclusion that the President's press conference was effectively meaningless, with the post garnering more than 1,000 likes via quote-tweets mocking state media. Such incidents erode the credibility of official statements, compounded by historical references, like Mnangagwa's 2018 assertion on CNN that he had “no desire to do more than 2 terms,” which was contrasted with the present “public secret that the Third Term movement is already in motion” (29 October 2023). This pattern leads some, like the former parliamentarian, to interpret official denials as strategic manipulation, a: “strategy of reverse psychology… a charade… nothing more than a ploy to cling to power at all costs.” This dynamic suggests a significant disconnect between state pronouncements and public reception, undermining the perceived legitimacy of the government's position on the matter. X's reply threads (avg. 50 per post) facilitated this scrutiny, per DDT's empowerment through interactivity, but also echo chambers that reinforce mistrust (Dahlgren, 2013).

Concerns Over Legality and Process: Fears of Manipulation

The climate of mistrust directly fuels anxieties that political and legal processes may be manipulated to facilitate the term extension. Participants frequently invoked past events as evidence for these fears. The controversial reappointment of Chief Justice Luke Malaba served as a key reference point for the investigative journalist, who described it as an “illegal and unconstitutional precedent” justifying fears of “another constitutional violation” (29 October 2023). This narrative of subverting legal safeguards is echoed by a human rights activist, who frames the situation bluntly: “The Zimbabwean President ED Mnangagwa who rigged elections to be in power now wants to rigged the constitution for a 3rd term and life Presidency,” linking the motive to a desire by “one family that intend to protect their loot” (16 January 2023). Such interpretations frame the constitutional debate within a broader context of perceived state capture and impunity. Furthermore, allegations of direct interference, such as a youth activist's claim that MPs were offered $120,000 in bribes for their votes (27 March 2023), circulate as evidence that the extension lacks genuine support and relies on illicit manoeuvring, thereby solidifying fears about the integrity of the process. These claims spread via more than 100 reposts, highlighting X's role in the circulation of disinformation (O'Connor and Weatherall, 2024; Zannettou et al., 2019).

Arguments for Extension: Developmental Narratives and Internal Contradictions

While opposition was dominant, arguments in favour of the extension were also present, primarily centred on the necessity of leadership continuity for national development, specifically the achievement of “Vision 2030.” A senior government official actively promoted this perspective, framing the postponement of elections to 2030 as essential: “to allow developmental projects initiated by President @edmnangagwa to come to fruition” (9 January 2023), even controversially suggesting that opposition agreement was necessary. Earlier posts reinforced this focus on Mnangagwa's “vision… [for] an Upper Middle-Income society by 2030” (19 January 2022). However, this pro-extension narrative appears neither monolithic nor consistently presented. The analysis revealed conflicting signals even from within ruling party circles, exemplified by the report from a ZANU-PF supporter account that a senior official, Comrade (cde) Chinamasa, explicitly stated at the party conference that “Cde ED Mnangagwa will not be available for a third term” (26 October 2024). Such internal inconsistencies may reflect strategic ambiguity, factional disagreements, or poorly coordinated messaging, thereby further complicating the public interpretation of the ruling party's true intentions. Pro-posts showed lower virality (average 50 likes), suggesting X algorithms deprioritise them amidst repression-driven skew (Roberts and Oosterom, 2024).

Contextualising the Debate: Term Limits Versus Pressing National Priorities

A significant dimension of the discourse involves users explicitly contextualising the term limit debate within Zimbabwe's broader socio-economic challenges. Critics frequently juxtapose the political focus on consolidating power with perceived failures by the government in addressing pressing national issues. The diaspora commentator directly linked the extension push to poor performance, stating, “The economy is failing, while he presides over the worst corruption Zimbabwe has ever seen” (21 January 2023). The investigative journalist lamented the prioritisation of “political games” while “hospitals have no drugs… supermarkets are shutting down… [and] unemployment is at 95%” (18 February 2023). This critique is often visceral, as seen in a post by a citizen-journalism account contrasting the state of the roads after decades of independence with the “old man… begging for a presidential term extension,” concluding with the hashtag “#WeNeedNewLeaders” (22 February 2023). This interaction highlights how the term-limit issue is interpreted by many not merely as a constitutional matter but also as symptomatic of a leadership detached from citizens’ everyday struggles and national priorities. Hashtag chains (e.g. #ZimbabweMustProsper → economic memes) accounted for 40 per cent of engagements, illustrating DDT's mobilisation potential amid grievances (Suna, 2024).

Discourse as Mobilisation: Resistance Narratives and Calls to Action

The analysis indicates that the online discourse serves not only as a space for critique but also as a platform for articulating resistance and mobilising civic action. References to specific organised efforts, like the “M31 resistance movement” reported by the investigative journalist (31 March 2023), suggest the translation of online sentiment into offline structures. The journalist's observation about the “interesting” lack of immediate state repression toward associated crowds hints at potentially shifting political calculations or capacities, as the post was retweeted over 300 times to coordinate. Furthermore, the discourse features explicit exhortations for citizen engagement. The diaspora commentator issued a direct challenge for Zimbabweans, “to rise and step into their active citizenship and defend our Constitution and the future of our country” (21 January 2023). Similarly, the former parliamentarian called for national unity in democratic defence, stating that, “As a nation, we must stand firm and united… The voice of the people is clear - no one is above the law.” This dimension positions the social media debate as potentially performative and constitutive, shaping narratives that may underpin future civic and political action. X's real-time features (for instance, live Spaces) facilitated this, but risks like doxxing underscore vulnerabilities (Marwick and Lewis, 2017). The findings portray X as a vibrant arena in which constitutional arguments, deep public scepticism, and governance critiques vigorously challenge narratives surrounding President Mnangagwa's potential term extension. While proponents’ arguments emphasise development, they struggle against perceived inconsistencies and a strong counter-narrative that links the extension push to broader national problems and potential illegality. The discourse reflects social media's complex role as both a mirror of activist/elites’ sentiment and a potential catalyst for political mobilisation in Zimbabwe's contested landscape.

Interpretation of Key Findings

An important reflection arising from the study is how Zimbabwean activists and elites have been deploying digital media platforms such as X to contest governance failures and the presidential limit debate through the overt invocation of constitutionalism, invoking Section 91(2) of the 2013 Constitution. This subtle means of digital activism, recalling earlier movements such as #ThisFlag (Musarurwa, 2016; Sabao and Chikara, 2020) and corroborating work on “digital constitutionalism” (Vashishata and Arya, 2020), shows how actors tactfully use legal structures in digital spaces to frame crises and mobilise opposition. X's affordances, such as 250 plus reposts for #NoTo2030 threads, amplified this, not only empowering dissent but also enabling manipulation via state bots (Zannettou et al., 2019). We note, however, that this legally informed online discourse sharply differs from the latent distrust evident in offline political discourse, one embedded in Zimbabwe's long-standing tradition of voter manipulation, suppression, and failed promises from both governments controlled by Mugabe and Mnangagwa (Maringira and Gukurume, 2023; Matsilele and Ruhanya, 2021). The perspective is consistent with the fundamental claim of DDT that digital platforms are inherently open to elite manipulation and misinformation (O'Connor and Weatherall, 2024). Thus, discussion becomes less a simple mechanism by which democracy is enacted and more a venue of performative constitutionalism carried out amidst profound cynicism. This cynicism shows deep-seated doubts about the ability of the regime to respect the constitution, pointing to the intricate relationship between digital activism and state power in high-distrust environments (Matsilele and Ruhanya, 2021). Unlike broader platforms (WhatsApp's private groups), X's public virality skewed discourse to critics (87 per cent), as repression pushed elites/diaspora online, a pattern similar to that found in Uganda, where Twitter skewed against Museveni extensions (Njiro et al., 2025).

The findings vividly illustrate the duality central to DDT. On the one hand, X clearly empowers dissenting voices and facilitates the amplification of counter-hegemonic narratives challenging state power. This confirms the theory's assertion that digital platforms lower barriers for participation and mobilisation (Suna, 2024; Ubong, 2024). Yet this study simultaneously reveals the significant presence and impact of coordinated state-aligned counter-narratives promoting regime continuity through developmentalist framing. This aligns strongly with literature documenting the weaponisation of platforms by elites and the deployment of “digital warriors” or sock puppet accounts like the Varakashi (Chibuwe, 2020; Mututwa and Akpojivi, 2023). The analysis, therefore, moves beyond simply noting the potential for manipulation (Morozov, 2012) to showing its active deployment alongside genuine dissent. However, X evidence reveals novel patterns: pro-narratives’ internal contradictions (leaked denials) suggest poor coordination, not a seamless strategy, unlike Nigeria's more unified elite bots in the 2023 elections (Ajaegbu and Ajaegbu, 2024). The term “coordinated” counter-narratives draws on existing literature on Zimbabwe's state-aligned media ecosystem, where messaging is strategically synchronised. By contrast, the fractures observed on X reveal visible intra-elite factionalism, including contestation among actors aligned with figures such as Vice President Constantino Chiwenga. These patterns move beyond existing theoretical accounts and point to the need for refined or new conceptual approaches to elite contestation and digital political communication in hybrid regimes. The presence of conflicting messages even within pro-regime circles further suggests that these digital contestations reflect complex internal party dynamics unfolding publicly online, adding a layer of complexity to studies of state propaganda. Opposition dominance stems from X's urban/diaspora users (approximately 65 per cent of the general citizen posts in the corpus) evading offline repression, with no clear evidence of manipulation beyond low-engagement pro-posts.

Crucially, the online debate cannot be divorced from Zimbabwe's specific political economy and history. The tendency among participants to link the term-limit debate directly to broader socio-economic failures, such as corruption, unemployment, and failing services, demonstrates how digital discourse intertwines constitutional concerns with lived realities. This contextualisation refutes simplistic notions of “clicktivism” (Morozov, 2012) by showing online arguments are deeply grounded in material grievances. Furthermore, the prominence of specific figures, such as an exiled war veteran whose dissent is framed as defending the original liberation legacy against the current leadership, highlights how historical narratives and intra-party conflicts are actively mediated and contested on digital platforms. This underscores the need identified in the literature to analyse digital politics not in isolation but as embedded within specific national trajectories and power struggles (Cheeseman and Klaas, 2018). Post-corpus developments (April–November 2025) extend this: Factional violence (opposition hall arson) and purges signal X-mobilised resistance influencing offline escalations, akin to Kenya's 2022 Twitter-fuelled protests (Mututwa and Akpojivi, 2023).

Theoretical and Practical Implications

The study's findings hold significant implications for both theory and practice. Theoretically, they suggest that models of digital democracy (Berg and Hofmann, 2021; Retkowsky et al., 2023) require greater sensitivity to historical legacies of state control and pervasive political mistrust, which significantly condition the nature and perceived efficacy of online deliberation and mobilisation (Mututwa and Akpojivi, 2023). The findings advocate theoretical approaches that foreground historical context and power asymmetries in the analysis of digital politics in non-Western or contested democratic settings. This advances DDT by showing X's interactivity enables “performative constitutionalism,” but algorithms entrench skewness, contributing new evidence on narrative fractures versus unified manipulation. These theoretical considerations translate into direct practical and policy imperatives. The analysis underscores the inadequacy of focusing solely on digital access (Chikafa-Chipiro, 2023) or generic media literacy. Interventions must address the challenge of coordinated disinformation and state-sponsored narrative manipulation by fostering advanced critical digital literacy skills specifically attuned to identifying sophisticated propaganda techniques (Tandoc, 2014; Ubong, 2024, on gatekeeping). Furthermore, the tangible risks faced by online activists highlight the urgent need for mechanisms to protect them from state surveillance and persecution. For civil society, the study suggests the importance of developing nuanced communication strategies that not only champion constitutional principles but also effectively counter state developmentalist narratives by linking governance issues directly to citizens’ socio-economic conditions.

Limitations and Suggestions for Future Research

This study possesses limitations inherent in its design. While providing rich insights into elite and activist discourse prominent on that platform, the methodological focus on X does not capture the full spectrum of broader public opinion potentially expressed on other widely used platforms such as WhatsApp or Facebook, nor does it account for the views of Zimbabweans lacking digital access (∼90 per cent rural per Newman et al., 2023). The qualitative approach offers depth but limits statistical generalisability. Inferences are cautious: X reflects activist sentiments shaping elite discourse, not mass opinion. Future research could address these gaps through comparative multi-platform analyses, mixed-methods designs incorporating surveys to gauge broader public opinion, and ethnographic studies exploring the complex interplay between online discourse and offline political behaviour and decision-making. Investigating the specific impact of algorithmic curation on the visibility of competing narratives in the Zimbabwean context would also be valuable, alongside longitudinal tracking post-2025 escalations (e.g. Chiwenga-Mnangagwa clashes) for coup risks.

This study argued that X in Zimbabwe functions as a vital but intensely contested digital front in the struggle over constitutionalism and political succession, where democratic aspirations clash with sophisticated state-aligned narrative management and deep-seated historical mistrust. It contributes to the literature by providing a nuanced, context-specific analysis of how constitutional debates unfold on social media within a transitioning, yet still authoritarian-leaning, state. It highlights the profound impact of historical mistrust on shaping digital public spheres and demonstrates the specific mechanisms of narrative contestation (constitutional framing vs. developmentalist counter-framing) in the Zimbabwean context. It offers a richer understanding of digital politics beyond state-versus-society binaries by juxtaposing activist discourse with state-aligned narratives and linking them to internal party dynamics. Compared with Uganda's bot-driven extensions, it parallels them but reveals unique ZANU-PF fractures, thereby advancing African digital studies (Ajaegbu and Ajaegbu, 2024).