# Electoral Integrity and Competitiveness

## **What this driver is**

Electoral Integrity and Competitiveness is a continuing, time-varying factor within governance and democratic institutions. It is modeled as a Driver because its intensity, capacity, or prevalence can change across reporting periods and can transmit the effects of multiple events, decisions, and institutions to later outcomes. It is not a dated event, a person, an organization, a welfare score, or an assertion that every movement in a correlated series was caused by the same mechanism. The relevant scope is the population, market, institution, infrastructure, or ecological system actually exposed to Electoral Integrity and Competitiveness; a national or sectoral observation must not be silently generalized to the whole world.

The boundary of Electoral Integrity and Competitiveness is narrower than its category and broader than one headline. It covers the durable condition named by the title, but excludes downstream welfare outcomes that must be measured separately. It also remains distinct from [Political Competition](/drivers/political-competition): the two may interact or share a proxy, yet they represent different causal questions. Electoral Integrity and Competitiveness is therefore a persistent analytical node, not a label for every adjacent development.

Electoral Integrity and Competitiveness must be interpreted through its own named mechanism and evidence rather than inferred from the category label. The selected proxy identifies one observable facet; it does not collapse the Driver into Voice and Accountability - Governance score (0-100) or erase distinctions from Political Competition.

The temporal record attached to Electoral Integrity and Competitiveness uses Voice and Accountability - Governance score (0-100) (GOV_WGI_VA_SC) as a disclosed proxy for 2020-2024. The proxy is an observable lens, not a complete operational definition. A higher normalized value means more of Electoral Integrity and Competitiveness, while a lower value means less; this measurement direction is not a welfare verdict. Current weight is derived from the latest real normalized observation rather than entered as an editorial score, probability, forecast, or confidence estimate.

## **Mechanism**

The mechanism for Electoral Integrity and Competitiveness begins with a change in the factor itself and then moves through policy credibility, legal enforcement, public-service delivery, political accountability, and uncertainty faced by households and firms. The first step is exposure: the change must reach identifiable households, firms, public bodies, infrastructure, ecosystems, or security actors. The second step is transmission through prices, incentives, rules, information, physical constraints, organizational capacity, or behavior. The third step is adaptation: exposed actors may substitute, relocate, delay decisions, change compliance, invest, seek protection, or pass costs to others. The final welfare effect is the net result after those responses, not the initial movement alone.

For Electoral Integrity and Competitiveness, direct and indirect effects must be separated. A direct effect changes safety, access, income, health, legal protection, service continuity, or environmental exposure without a long chain of assumptions. An indirect effect passes through fiscal space, expectations, legitimacy, supply networks, knowledge, or capital formation. Each extra link makes timing and magnitude more conditional and raises the evidentiary burden for a graph relation.

Distribution is part of the mechanism. The same movement in Electoral Integrity and Competitiveness may help one group and harm another because exposure, geography, wealth, age, legal status, occupation, insurance, and institutional quality differ. Analysis must identify who is exposed, who can adapt, and who bears transition costs; an aggregate average can conceal opposing effects.

Timing also matters for Electoral Integrity and Competitiveness. Safety, availability, prices, or service interruption can move quickly; budgets, investment, reform, demography, diffusion, and capital replacement take longer. Feedback may reinforce the move, while substitution, policy response, learning, or resilience may offset it. The timeline records movement, but every DriverIndicatorImpact must separately state lag, direction, strength, and evidence.

## **Evidence base**

The primary quantitative record is the [Voice and Accountability - Governance score (0-100) dataset](https://api.worldbank.org/v2/country/all/indicator/GOV_WGI_VA_SC?date=2020:2025&format=json&per_page=20000). It supplies the raw dated observations, provider unit, reporting scope, and aggregation note used for the 2020-2024 Driver series. Across that available record, Electoral Integrity and Competitiveness finished below its first normalized observation: 0.56476034 in 2020 versus 0.55029472 in 2024. The minimum was 0.55029472 in 2024, the maximum was 0.56476034 in 2020, and the observed sequence contained 0 increases and 4 decreases. These are descriptive facts about the selected proxy; they are not an estimated causal effect on welfare.

For Electoral Integrity and Competitiveness, the zero-to-one conversion is mechanical and preserved in lineage: Published percentage divided by 100 and clamped to [0,1]. Adjacent real observations create a segment only when the value changes; direction follows the sign and strength is the absolute change. The latest point sets current weight. Normalization preserves reproducibility but neither makes unlike concepts interchangeable nor turns a proxy into a complete index.

For Electoral Integrity and Competitiveness, the provider describes the selected series in these terms: Voice and Accountability (VA) captures perceptions of the extent to which citizens can participate in selecting their government including electoral integrity, and of accountability mechanisms for citizens—reflected in the ability to access information, governmental oversight bodies, and a robust traditional/digital media landscape. Governance score is a linear transformation of the governance estimate using hypothetical worst-case and base-case countries. It is an absolute score ranging from 0-100. Larger values correspond to better governance. The (country-series-time) metadata include the (a) number of sources, and (b) confidence intervals (lower and upper bound). The number of sources indicates the number of underlying data sources on which the governance score (respectively the underlying governance estimate) is based. The confidence intervals include the lower and upper bound of th... The cited producer is The Worldwide Governance Indicators: Revised Methodology for Measuring Governance Using Perception Data., World Bank Group (WBG), uri: https://www.worldbank.org/en/publication/worldwide-governance-indicators, note: Detailed documentation of the WGI, interactive tools for exploring the data, and full access to the underlying source data available at www.govindicators.org. Worldwide Governance Indicators, 2025 Revision, World Bank (www.govindicators.org), Accessed on 12/15/2025. And: World Bank (2025). “The Worldwide Governance Indicators: Revised Methodology for Measuring Governance Using Perception Data.” Washington, DC: World Bank Group. The 2025 revision builds upon the original WGI methodology which was introduced in 1999 and summarized by the following paper: Kaufmann, Daniel & Aart C. Kraay. (2024). “The Worldwide Governance Indicators: Methodology and 2024 Update.” Policy Research Working Paper. Washington, DC: World Bank Group., date accessed: 2026-06-03, date published: 2025. That qualification controls interpretation: coverage gaps, aggregation choices, revisions, reporting incentives, and the distance between the series and the Driver concept can all limit inference. Where the exact requested metric lacked sufficient observations and a documented fallback was used, the fallback remains visibly identified in the research artifact rather than presented as an exact measurement.

Separate context comes from [Worldwide Governance Indicators methodology](https://www.worldbank.org/en/publication/worldwide-governance-indicators/documentation). It supports domain vocabulary and setting, not hidden annual values or a manufactured coefficient. Evidence is strongest for observed proxy movement, weaker for the claim that Electoral Integrity and Competitiveness caused an outcome, and weakest where the proxy captures a neighboring facet. Coincidence or association remains a hypothesis until analysis addresses confounding, reverse causality, selection, and measurement error.

## **Effect on welfare indicators**

The following indicators are the concrete welfare-sensitive endpoints against which Electoral Integrity and Competitiveness should be evaluated. Their links resolve to existing Factrail Indicator records. They do not create a causal graph edge by themselves: an active DriverIndicatorImpact is warranted only when a source supports the specific pathway, direction, lag, and scope.

- [WJP Rule of Law Index](/indicators/justice-wjp-rule-of-law-index-global). For Electoral Integrity and Competitiveness, expected first-order direction is **higher**. The channel to test is changes in constraints on power, legal predictability, enforcement quality, and access to justice. Horizon: one to several years. Confidence: medium. A same-period correlation would not prove this impact.
- [Judicial constraints on the executive](/indicators/justice-vdem-judicial-constraints-on-executive-global). For Electoral Integrity and Competitiveness, expected first-order direction is **higher**. The channel to test is appointment rules, court autonomy, compliance with judgments, and retaliation against oversight. Horizon: one electoral or institutional cycle and longer. Confidence: medium. A same-period correlation would not prove this impact.
- [Corruption Perceptions Index](/indicators/gov-corruption-perceptions-index-global). For Electoral Integrity and Competitiveness, expected first-order direction is **higher**. The channel to test is procurement incentives, transparency, sanctions, conflicts of interest, and administrative discretion. Horizon: one to several years. Confidence: low to medium because the index is perception-based. A same-period correlation would not prove this impact.

First-order effects for Electoral Integrity and Competitiveness follow directly through named channels. Second-order effects depend on responses by governments, markets, organizations, communities, or households and may arrive later or with the opposite sign. Missing coefficients must not be replaced with round numbers; the relation stays draft or absent until evidence narrows the range.

## **Interactions and contested points**

Electoral Integrity and Competitiveness can reinforce or offset other Drivers in governance and democratic institutions, including Political Competition, but shared timing is not enough to establish an interaction. Reinforcement is plausible when both factors act on the same bottleneck, exposed population, institutional rule, price, or infrastructure network. Offsetting is plausible when adaptation, substitution, redundancy, legal safeguards, fiscal support, or technological learning weakens the pathway. Conditional interaction is the default where one Driver changes the exposure or response to another rather than moving the welfare indicator independently.

The strongest skeptical interpretation is that the selected series is too remote from Electoral Integrity and Competitiveness, that observed movement is driven by omitted factors, and that the broad causal narrative cannot identify a stable sign or magnitude across countries and periods. That objection is especially important when multiple Drivers share the same public dataset or when the series measures an outcome adjacent to the concept rather than the concept itself. The strongest competing interpretation is that a transparent proxy, clear boundaries, and explicit uncertainty are still more useful than an unmeasured label, provided the proxy is never mistaken for proof and the graph does not fabricate unsupported edges.

The record therefore separates what is established from what remains contested. Established here are the English canonical identity, the sourced 2020-2024 proxy observations, the disclosed normalization, and the distinction between Driver movement and welfare impact. Plausible but not automatically established are the indicator pathways listed above. Unresolved are universal causal magnitudes, responsibility, forecasts, and any claim outside the source scope. Publication or verification must not erase those boundaries; later evidence should update the relations and content through the governed pipeline rather than silently rewriting the history of Electoral Integrity and Competitiveness.

## **What is documented**

Electoral integrity is not exhausted by whether ballots are counted. It also depends on whether incumbents misuse state resources, whether candidates can compete under predictable law, whether voters receive reliable information and whether election authorities can enforce rules without becoming partisan instruments. Brazil supplies a concrete accountability case. On 30 June 2023, the Superior Electoral Court, the TSE, ruled by 5–2 that former [president Jair Bolsonaro](/people/jair-bolsonaro) was ineligible for eight years from the 2022 election after finding abuse of political power and misuse of media in a meeting with foreign ambassadors. The court said the presidency, official facilities and public communication resources had been used to attack confidence in the electoral system and benefit his reelection effort.

On 31 October 2023 the TSE issued another decision finding Bolsonaro and Walter Braga Netto responsible for political and economic abuse linked to the bicentenary independence events, with fines for prohibited conduct and renewed ineligibility findings. These cases show an electoral institution acting against misuse of incumbency. They also illustrate a difficult democratic boundary: enforcement can protect competition when grounded in law and evidence, but sanctions against candidates also reduce the available field and therefore require transparent reasoning, appeal rights and consistent standards.

## **Who moves this driver**

Jair Bolsonaro is a central actor because the TSE attributed direct responsibility to his conduct as president and candidate. TSE judges are institutional actors because their rulings determine eligibility and sanction misuse of public resources. Political parties, prosecutors, campaign officials and media platforms affect the evidentiary and information environment around the contest. The relevant accountability story is therefore two-sided: executive power can degrade fair competition, while electoral adjudication must itself remain lawful, proportionate and reviewable.

The strongest documented harm is the attempted use of state authority to discredit the voting system and influence voters. The strongest documented corrective mechanism is judicial-electoral enforcement. Neither proves that every Brazilian election is clean, nor that every court intervention improves competition.

## **Welfare pathways**

The primary meter is [Clean elections index](/indicators/government-welfare-082-clean-elections-index). Enforcement against misuse of state resources can strengthen the conditions for clean competition. Institutional constraints on incumbent abuse also connect this driver to [Voice and accountability gap](/indicators/rights-welfare-071-voice-and-accountability-gap-from-the-highest-governance-score). When an incumbent uses official power to undermine confidence in elections, the gap can widen; when institutions credibly constrain that conduct, the gap can narrow.

## **What is uncertain**

Court rulings establish legal findings, not a complete social-science estimate of electoral quality. The eight-year sanction can deter abuse, yet critics can view candidate exclusion as politically consequential; that makes procedural legitimacy especially important. Public trust may react differently across partisan groups. The clean-elections connection is stronger than any claim about turnout, because no turnout effect follows mechanically from these decisions. Broader comparisons across countries should not assume that identical legal sanctions have identical democratic effects.

## Dated facts

- Civil Contract wins a certified parliamentary majority on 7 June 2026. https://factrail.ai/facts/am-election-2026. Sources: https://www.reuters.com/world/armenias-ruling-party-leads-parliamentary-vote-with-57-early-results-2026-06-07/, https://www.elections.am/.
- 2026: RTD records Guelleh at 97.8 percent for a sixth term after the age-cap lift. https://factrail.ai/facts/dj-guelleh-election-2026. Sources: https://www.bbc.co.uk/news/articles/cgj0wg423n6o, https://www.reuters.com/world/africa/djibouti-president-wins-election-with-978-vote-state-media-says-2026-04-11/.
- 2026: Junta-managed parliament elects Min Aung Hlaing president. https://factrail.ai/facts/mm-presidency-2026. Sources: https://www.nytimes.com/2026/04/03/world/asia/myanmar-president-min-aung-hlaing.html, https://www.moi.gov.mm/nlm/file-download/download/public/5007.
- 2026: House re-elects Anutin Charnvirakul prime minister with 293 votes after the February snap. https://factrail.ai/facts/th-anutin-reelect-2026. Sources: https://www.reuters.com/world/asia-pacific/thailands-anutin-seeks-new-mandate-parliament-votes-prime-minister-2026-03-18/, https://thailand.prd.go.th/en/content/category/detail/id/48/iid/486890.
- 2026: Sassou wins a further presidential mandate under the 2015 constitution. https://factrail.ai/facts/cg-sassou-fifth-term-2026. Sources: https://apnews.com/article/congo-election-president-constitutional-court-nguesso-c432bcb46fab80bdc8852f29f6b8bc6e, https://www.reuters.com/world/africa/congo-republic-president-sassou-nguesso-wins-re-election-state-tv-reports-2026-03-17/.
- 2026: Electoral Commission declares Museveni winner with 71.65 percent for a seventh term. https://factrail.ai/facts/ug-election-2026. Sources: https://www.nytimes.com/2026/01/17/world/africa/uganda-bobi-wine-museveni.html, https://www.ec.or.ug/.
- 2026: Delcy Rodríguez is sworn acting president under a TSJ temporary-absence order. https://factrail.ai/facts/ve-delcy-acting-president-2026. Sources: https://www.reuters.com/world/americas/venezuelas-supreme-court-orders-delcy-rodriguez-become-interim-president-2026-01-04/, https://www.tsj.gob.ve/-/tsj-ordena-a-delcy-rodriguez-asumir-el-cargo-de-presidenta-e-tras-secuestro-del-primer-mandatario.
- 2025: Constitutional Council declares Biya winner with 53.66 percent for an eighth term. https://factrail.ai/facts/cm-election-2025. Sources: https://dgtcfm.cm/en/election-presidentielle-camerounaise-2025-biya-paul-reelu-avec-5366-des-voix/, https://apnews.com/article/cameroon-protests-election-tchiroma-biya-885d5a2cd41164e37e760777946a60e7.
- 2025: Referendum adopts a constitution that drops the junta-member candidate bar. https://factrail.ai/facts/gn-doumbouya-referendum-2025. Sources: https://www.bbc.com/news/articles/cx2520nyp8yo, https://www.reuters.com/world/africa/voters-guinea-approve-new-constitution-with-89-support-2025-09-24/.
- 2024: ISIE declares Saied winner with 90.69 percent on 28.8 percent turnout. https://factrail.ai/facts/tn-saied-election-2024. Sources: https://apnews.com/article/tunisia-kais-saied-wins-reelection-landslide-55f379cf7ecc2a996a8586e9f7a67b98, https://www.leconomistemaghrebin.com/2024/10/07/isie-resultats-preliminaires-de-lelection-presidentielle-2024/.
- 2024: Government postpones South Sudan’s first post-independence elections to December 2026. https://factrail.ai/facts/ss-kiir-election-delay-2024. Sources: https://www.ohchr.org/en/press-releases/2024/09/south-sudan-extension-transitional-government-will-compound-dire-human, https://apnews.com/article/south-sudan-elections-postponed-10a4e41a1b967cc51ec52a354a86d489.
- 2024: Maduro names Diosdado Cabello interior minister after the contested 28 July election. https://factrail.ai/facts/ve-cabello-interior-2024. Sources: https://2021-2025.state.gov/bureau-of-international-narcotics-and-law-enforcement-affairs/releases/2025/01/diosdado-cabello-rondon/, https://www.reuters.com/world/americas/venezuelas-maduro-prepares-executive-changes-state-oil-firm-pdvsa-sources-say-2024-08-27/, https://apnews.com/article/maduro-cabinet-shuffle-diosdado-cabello-66d9d34ce5f8ba5bc477fb1eb8ccd4ac, https://www.asambleanacional.gob.ve/noticias/presidente-nicolas-maduro-designa-al-diputado-diosdado-cabello-ministro-de-interior.

## Methodology

https://factrail.ai/methodology

Canonical: https://factrail.ai/drivers/electoral-integrity-and-competitiveness