The Roots of Equality?: Marital Age Homogamy and Female Agency in Lesotho, 1880-Present
Bibliographic record
Abstract
Abstract Age homogamy is an established proxy for female empowerment in historical contexts. This study investigates the long-term trajectory of gender relations in Lesotho, a country that today ranks among the highest in Africa for gender equality. We ask: are its characteristically low levels of marital age hypergamy a recent development or a historical feature? Analyzing parish registers from 1880 to 1939 and comparing to contemporary Demographic and Health Surveys (2004–2014), we demonstrate a striking continuity in spousal age gaps and the derived Girlpower-Index over more than a century. After excluding widows, divorcées, and custom marriages to ensure a consistent sample, our analysis of 3,575 historical records reveals distributions and index values nearly identical to those of the 21st century. This finding challenges narratives that attribute contemporary African marriage patterns solely to recent modernization. The persistence of the Girlpower-Index suggests a possible deep-seated pattern of female agency, indicating that the foundations of Lesotho’s modern gender profile may have been established well before the contemporary era. This study underscores the critical importance of historical demographic data for contextualizing contemporary social structures in Africa.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".