Laggards
Laggards are the last 16% of any social system to adopt an innovation. The category has been systematically misunderstood since Rogers introduced it. Early readings treated laggards as traditionalists, reactionaries, or failures — people whose resistance indicated some defect of character or intelligence. Rogers spent the later decades of his career pushing back against this misreading. Laggards, he insisted, tend to have fewer resources to absorb the costs of a failed adoption, less access to the communication channels through which information flows, and stronger attachment to the practices the innovation would displace. They adopt not because they have been persuaded but because the weight of social pressure and accumulating evidence makes non-adoption costlier than adoption. Their resistance is rational in light of their structural position.
In the AI Story
The reinterpretation of laggards is central to Rogers's repudiation of pro-innovation bias. If laggards are failures, their resistance is a problem to solve. If laggards are rational actors making calculations from structural positions, their resistance is information — data about costs and constraints the early adopters do not face.
The framework knitters of Nottinghamshire — examined at length in The Orange Pill — illustrate the point. They were skilled workers who correctly diagnosed what the power loom would do to their wages, their communities, and their children's futures. Their resistance was not ignorance. It was accurate anticipation of consequences that the industrial revolution would ultimately confirm.
The contemporary version of laggard resistance is quieter but structurally analogous. The senior engineer who hesitates to adopt AI tools, the teacher who worries about what AI does to learning, the parent concerned about their child's future skills — these are not failing to understand AI. They are weighting compatibility (with professional identity, with pedagogical values, with human development) more heavily than relative advantage.
Rogers's framework also insists that the term "laggard" is analytically useful but pejoratively loaded. The descriptive content — last to adopt — is neutral. The connotation — deficient, inadequate — reflects exactly the pro-innovation bias the concept was designed to challenge. Later Rogers sometimes used alternative terms (e.g., "late adopters") precisely to avoid this connotation.
Origin
The laggard category derives from Rogers's empirical observation that the last segment of any adopter distribution consistently exhibited distinctive characteristics — localite orientation, limited resources, strong ties to traditional practices — that distinguished them from earlier adopters.
The reinterpretation of laggards as rational actors developed across Rogers's career, reaching its fullest expression in the 2003 fifth edition and in his writings on international development.
Key Ideas
Structural, not characterological. Laggards are positioned, not disposed — their resistance reflects constraints rather than traits.
Resistance as data. Laggard objections often accurately anticipate consequences that enthusiastic adopters fail to see.
Rational calculation. The laggard's hesitation reflects higher stakes, fewer resources, and stronger dependence on displaced practices.
Terminology matters. The pejorative connotation of "laggard" reflects exactly the bias the concept was designed to challenge.
Appears in the Orange Pill Cycle
Further reading
- Rogers, Diffusion of Innovations (2003), Chapter 7
- E.P. Thompson, The Making of the English Working Class (1963)
- David Noble, Forces of Production (Knopf, 1984)