Assisted-living for older people in Israel: market control or government regulation?
Bibliographic record
Abstract
In recent decades there has been a rapid expansion of assisted-living facilities for older people in many different countries. Much of this growth has occurred with only limited or no government regulation, but many problems have arisen, typically around the quality of care, which have led to demands that governments act to protect vulnerable residents. This paper examines whether formal legal regulation is the optimal policy to protect the needs and rights of frail residents, while respecting the legitimate interests of others, such as operators and owners. It presents the case for and against direct legal regulation (as in institutions), and suggests that no overall a priori assessment is possible. The analysis is based on the case of Israel, where proposed regulations for assisted-living have been introduced but not implemented. After a brief history of assisted-living in Israel – its recent dramatic growth and why this occurred – the paper concludes that formal direct regulation is not the best route to follow, but that the better course would be to develop totally new ‘combined’ regulatory legislation. This would define the rights of residents and encourage self-regulation alongside minimal and measured mechanisms of deterrence. Such an approach could promote the continued development of the assisted-living industry in Israel and elsewhere, while guaranteeing that the rights, needs and dignity of older residents are protected.
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How this classification was reachedexpand
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 | 0.001 | 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 | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".