Proposal Description

The session is organised around four papers that progress from measurement and diagnosis through causal explanation to predictive modelling and spatial analysis. Together they build a comprehensive empirical picture of voter apathy in developing democracies, with Nigeria as the primary case study and West Africa as the broader comparative frame.

The opening paper addresses the foundational challenge of measurement. Survey-based estimates of voter apathy in Africa are prone to social-desirability bias (respondents over-report past participation) and suffer from inconsistent operationalisation across studies — some equate apathy with non-registration, others with non-voting, and yet others with expressed disengagement irrespective of behaviour. Paper 1 proposes a multi-dimensional statistical framework for apathy that distinguishes attitudinal, motivational, and behavioural components, validated against a new cross-country survey dataset spanning eight Sub-Saharan African nations. List-experiment and randomised-response techniques are deployed to produce bias-corrected prevalence estimates that serve as benchmarks for subsequent papers.

Paper 2 shifts the focus to Nigeria and applies a longitudinal panel design to general election data from 1999 to 2023 — seven complete electoral cycles. Using mixed-effects regression and decomposition analysis, the paper identifies the socioeconomic gradient of turnout decline, showing that declining participation is concentrated among the urban poor, the young, and women in peri-urban zones. The analysis quantifies the contribution of poverty, unemployment, education deficits, and regional economic shocks to the overall trend, providing the first nationally representative decomposition of Nigerian turnout decline.

Paper 3 narrows in on the youth demographic — the electoral cohort aged 18–35 that constitutes a rapidly growing share of the voting-age population yet exhibits the sharpest decline in participation. Employing Bayesian multilevel models and drawing on Afrobarometer survey waves alongside Nigeria's Independent National Electoral Commission (INEC) registration and turnout records, this paper maps the drivers of youth abstention: disillusionment with political parties, a perceived disconnect between voting and policy outcomes, and the competing demands of economic precarity. Predictive models are constructed at the local government area level, enabling electoral managers to target mobilisation resources geographically.

The final paper examines structural and institutional barriers to participation — electoral violence, voter intimidation, polling unit inaccessibility, and collapsed institutional trust. Leveraging causal-inference techniques (instrumental variable estimation using historical colonial road networks as instruments for polling unit proximity, and a regression discontinuity design around judicial election nullifications), this paper estimates the causal effect of each barrier on turnout, disentangling supply-side constraints from demand-side apathy. Spatial econometric models are used to capture spillover effects of electoral violence across local government boundaries, revealing that violence-induced turnout suppression extends well beyond directly affected areas.

Taken together, the four papers advance a research agenda that is both methodologically rigorous and policy-relevant. The session will close with a structured discussion of implications for electoral reform, statistical capacity-building in African national statistics offices, and priorities for future cross-national research. Audience engagement will be encouraged through pre-circulated discussion questions and a moderated Q&A.