A Historical and Anthropological Comparative of the Family Planning Strategies of India and China
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The article tracks the evolution of the family planning programmes in India and China and the conceptual linkages between the two. This comparison, in turn, serves as an entry point for studying the following: The role that the family plays in becoming the site of governance and deploying state-led capitalism in the two countries. The assumptions behind the development trajectories in both countries. What are the ways in which the policies amplified patrilineal hierarchies within families to produce the disturbing outcome of the missing girl child—this even as the family planning policies became constrained as they were acting within a cultural milieu of patriarchy. The article uses studies and commentaries across disciplines, such as, historical demography and anthropology to situate its arguments. The conclusion it attempts to put forth is that the small family norm was operationalised in various differing ways in both states, and yet the commonalities that arose were the following: The declining sex ratio in both states as an immediate repercussion of the enforcement of the small family norm. The structuring of the health services around the family planning operations. The small family norm becoming an end in itself, as a mode of reaching a level of development akin to the West, and as an ethic for modernising nations.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it