Demanding Strongmen

Findings

Six hypotheses organized the empirical program. Two were supported cleanly, one is the book’s central result, two came back more complicated than the theory predicted, and one did not survive its own test. What follows is the ledger.

The hypotheses

PredictionWhat the evidence did
H1AGP trends are heterogeneous across countries and regions rather than a single global wave.Supported. Cross-national variance in AGP is large and has widened. The countries where AGP rose most sharply differ systematically from those where it held or fell. A global mean trend is a misleading summary statistic.
H2Economic insecurity and low institutional trust are the proximate individual-level drivers of AGP.Qualified, and not in the expected direction. At the country level, higher-insecurity countries show higher mean AGP. Within countries, once education and income are held constant, insecurity carries a small negative coefficient and institutional trust a small positive one. The item-level decomposition explains why.
H3Emancipative values dampen AGP, over and above insecurity and trust.Supported, and it is the dominant effect. The coefficient is the largest in the model — roughly eleven times the size of the insecurity coefficient — and survives every sociodemographic control and country fixed effects.
H4Insecurity moderates the protective effect of emancipative values, producing cultural backlash.Not supported in these data. The interaction is +0.001 with a standard error of 0.003 and p = .571, and adding it moves R² by 0.0002. The sign points the way the theory predicts; the magnitude is indistinguishable from zero. The test may be underpowered in a single cross-section.
H5Country-level AGP predicts the onset of autocratization episodes in the following period.Supported. This is the book’s central claim. A one-standard-deviation rise in lagged country-mean AGP raises the annual probability of onset by 1.67 percentage points, about 52 percent above a 3.23 percent baseline, and holds across 31 specification tests.
H6Sustained falls in insecurity and continued value growth produce measurable declines in authoritarian risk.Qualified support. Ebb is real and common: 40.1 percent of country-wave transitions met the threshold, and 71 of 105 countries recorded at least one. The economic and value pathways come through cleanly; the trust pathway is theoretically motivated rather than directly confirmed.

What separates individuals inside a country

Chapter 5 estimates ordinary least squares with country fixed effects, so every between-country difference is absorbed and the question becomes narrower and harder: among people living in the same country, what distinguishes those with higher and lower authoritarian governance preference? All continuous predictors are standardized, so the coefficients can be read against each other directly.

The three mechanism predictors, from Table 5.1. Composite AGP, WVS Wave 7.

PredictorβSE
Emancipative values−0.087 ***0.003
Institutional trust+0.025 ***0.003
Economic insecurity−0.008 **0.003
Insecurity × emancipative values+0.001 ns0.003

All continuous predictors standardized. Age, sex, education, and income are in the model and not shown here. *** p < .001, ** p < .01. The interaction is from the Model 2 specification, p = .571. These four estimates reproduce from the replication archive.

Emancipative values dominate. Nothing else in the model comes close, and the effect is not an artifact of the well-known correlation between those values and education, age, or income — all three are in the model.

The trust result is the one that repays a second look. Split the composite into its three items and the single positive coefficient turns into two opposite findings: institutional trust makes people less likely to reject democracy as a system, exactly as the theory says, and more likely to endorse a strong leader or army rule. The composite is dominated by the latter two.

Table 5.1, Models 3–5. The same predictors against each AGP item separately.

PredictorStrong leaderArmy ruleRejects democracy
Emancipative values−0.156 ***−0.159 ***−0.089 ***
Institutional trust+0.057 ***+0.100 ***−0.084 ***
Economic insecurity−0.011 ns−0.010 ns−0.026 ***

Demographic controls and country fixed effects included, not shown.

Chapter 5 offers a legitimation reading — that people who trust the institutions they have may be comfortable endorsing executive authority or military discipline as tools, particularly where those institutions already concentrate power — and then says the cross-sectional design cannot adjudicate between that and the obvious alternative, that people who like strong authority also tend to trust powerful institutions. The reading is labeled speculative in the book, and it is left that way here.

Whether demand predicts regime change

Chapter 6 is the hinge. If mass preference is only atmosphere, it should carry no information about what institutions do next. A discrete-time hazard model over 325 country-wave observations tests that directly, taking country-mean AGP from one survey wave and asking whether it moves the probability that a V-Dem autocratization episode begins in the years that follow.

Chapter 6. Discrete-time hazard model of autocratization onset.

Effect of +1 SD in lagged country-mean AGP+1.67 percentage points on annual onset probability
Baseline onset rate3.23 percent per year
Relative increaseAbout 52 percent
Log-odds coefficient0.66 (SE 0.18, p < .001)
Odds ratio1.93
Sample325 country-waves, 105 countries, 1995–2022
Onset events48
ControlsElectoral democracy level, linear time trend, regional fixed effects

Chapter 9 then spends a chapter trying to break it. Thirty-one specification tests: alternative item combinations for the construct, alternative latent-variable estimators, alternative cross-wave adjustments, alternative lag structures, subsample restrictions, alternative outcome codings, placebo tests, and four families of rival explanation — economic grievance, civilizational and religious accounts, elite supply-side cues, and polarization with trust disaggregated. The coefficient never reverses sign, and outside the placebos it stays significant throughout.

When waves ebb

The word “ebb” gets used loosely, and it can mean at least three incompatible things: fewer new autocratization episodes, improving average democratic quality, or a political climate less hospitable to authoritarian appeals. Chapter 8 picks one and defines it so it can be tested.

A persistent, meaningful decline in the incidence of elevated authoritarian risk — the proportion of countries whose model-estimated probability of autocratization onset within a forward ten-year window exceeds a prespecified threshold — sustained across multiple consecutive time bins, and exceeding plausible sampling uncertainty as assessed by clustered bootstrap resampling.

Chapter 1, §1.5

The definition deliberately targets incidence rather than attitude levels. A decline in mean AGP concentrated in countries that were never at risk is detectable but not consequential; it is not an ebb in the problem the book is about.

Chapter 8. Wave-to-wave transitions, 1997–2019, 232 transitions with a prior observation.

TransitionShare
Ebb — a decline of at least 0.20 standardized AGP units40.1 percent
Stable30.2 percent
Rise29.7 percent

71 of 105 countries recorded at least one ebb transition during the study period.

The sequencing matters more than the totals. Countries where emancipative values were already deep when economic and institutional recovery arrived show faster and more durable declines. Where value change is shallow, the same recovery produces a short-term dip that erodes at the next shock, because there is no buffer underneath it. The practical implication is uncomfortable: the time horizon for a genuine demand-side ebb is longer than the horizon of the programs meant to produce one.

One further pattern. The countries with the most durable declines are not those with the fastest growth or the most dramatic reforms. They are the ones where economic security improved broadly, across the income distribution, rather than at the top — because the mechanism runs through individual threat appraisal, and rising aggregate GDP that leaves the median household no more secure does not reduce the input.

What the book does not claim

The association between AGP and autocratization onset is predictive, not identified. The instruments available — insecurity and institutional trust — are themselves substantive causal mechanisms, so the exclusion restriction cannot be assumed to hold. The book says this in Chapter 9 and repeats it in Chapter 10, and this site repeats it here.

Nor does the analysis show that ebb is coming. It shows that ebb has happened, that its conditions are identifiable, and that it is neither automatic nor universal. A conclusion that ended in reassurance would misrepresent the evidence; so would one that ended in fatalism.