1.Modeling the Growth
Sociologist Rodney Stark, starting from an estimated 1,000 Christians around AD 40, modeled a growth rate of roughly 40% per decade — comparable to well-documented modern new religious movements — and found this produces population estimates broadly consistent with Christianity's known prominence by the early fourth century, when Constantine's patronage first became politically advantageous.
These figures are necessarily approximate; ancient demographic data of any kind is scarce and contested. But the general trajectory, from obscure sect to religiously significant population, is corroborated by increasing external attention from Roman authorities and writers over this same period.
2.Growth Without Power
Unlike religious spread accompanying conquest or state sponsorship, Christianity expanded for most of its first three centuries without political backing and periodically under legal threat. Pliny the Younger's early second-century letter to Emperor Trajan describes Christianity's troubling spread in Asia Minor and asks for guidance in prosecuting it — external, non-Christian testimony to real growth and real risk.
Recent scholarship, notably Candida Moss's revisionist work, rightly cautions against exaggerating the scale and continuity of pre-Decian persecution. The more historically careful claim is not constant empire-wide persecution but recurring social stigma and periodic, sometimes severe, local persecution — still a real disincentive to conversion.
3.Sociological Explanations
Stark and others propose several converging factors: conversion spreading through pre-existing social networks (family, marriage, friendship), documented differential survival rates during plagues due to Christian care practices, elevated status and treatment for women within Christian communities relative to surrounding pagan norms, and a coherent theological framework addressing suffering, death, and community that many found more satisfying than available alternatives.
These factors plausibly explain much of the mechanism by which the movement spread once established, and they do not require appeal to anything beyond ordinary social science.
4.The Remaining Puzzle
What sociological network models describe less well is the motivational intensity of the earliest, highest-cost converts — those who first adopted a costly, socially stigmatized, and specifically resurrection-centered faith before any network effects or demonstrated survival benefits existed to recommend it. The initial nucleus needed some sufficient reason to hold such convictions with the tenacity the sources describe.
This does not prove the resurrection occurred, but it does suggest that a full explanation of Christianity's growth cannot rest on network sociology alone; it must also account for why the earliest carriers of the message believed what they proclaimed strongly enough to risk everything for it.