Book Review of Alexander, Jessica Joelle, and Iben Dissing Sandhal. (2016). The Danish Way of Parenting: What the Happiest People in the World Know About Raising Confident, Capable Kids. New York: Tarcher Perigree.
Bibliographic record
Abstract
The Danish Way of Parenting: What the Happiest People in the World know about Raising Confident, Capable Kids," by Jessica Joelle Alexander and Iben Dissing Sandahl, provides a glimpse into the parenting of Danish people and why they are the happiest people in the world and by proxy, successful parents.When considering how a person may guide their children, many may lean back on their past experiences or even mimic the behaviour of other parents or guardians who they think are raising the best children.But it may not always be the best option, hence why Alexander and Sandahl suggest the Danish method.They simplify the Danish way into six essential concepts: Play, Authenticity, Reframing, Empathy, No Ultimatums, and Togetherness (PARENT), each idea being of equal value.The cultural analysis explores the intricate facets of how Danes tackle parenting and social relations using various studies, observations, and first-hand accounts while providing tips on utilising each technique.Parenthood is not a perfect cut-and-dry process.It is a skill that requires patience and effort with much trial and error.According to Alexander and Sandahl's findings, in a Western mindset, to some, the definition of successful parenting comes from how many toys your child has, how many food options they have, how many extracurricular activities they do, and how high their grades are-all
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.033 | 0.027 |
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".