Public Attitudes towards Socio-Cultural Aspects of Water Supply and Sanitation Services: Palestine as a Case Study
Bibliographic record
Abstract
Identifying and considering public attitudes towards various aspects of water supply and sanitation services by planners and decision makers represent an important developmental element relating to the quality, efficiency, and performance of those services. A sample of 1000 Palestinian adults completed a questionnaire assessing attitudes towards socio-cultural and institutional aspects of water supply and sanitation services. The Palestinian public was found to be an important forward planner, aware of the various problems facing the sector, willing to cooperate and support, critical of current governmental practices and performances in the sector, and highly attached to its religious and ethical values. The study revealed the need of the Palestinian Authority to reset its water supply and sanitation priorities and upgrade and develop not only the water system but also the way of knowing and disseminating knowledge related to water supply and sanitation. Resume Que les planificateurs et les decideurs identifient les attitudes du public face aux differents aspects de l’alimentation en eau et des services sanitaires et qu’ils en tiennent compte, represente un important element de developpement relie a la qualite, a l’efficacite et a la performance de ces services. Un echantillon de 1000 adultes palestiniens a complete un questionnaire evaluant les attitudes face aux aspects socio-culturels et institutionnels de l’alimentation en eau et des services sanitaires. Le public palestinien s’est trouve etre un important planificateur avec une vision, au courant des differents problemes rencontres dans le secteur, dispose a cooperer et a appuyer. Il est aussi un critique des pratiques gouvernementales actuelles et des performances du secteur et est tres attache a ses valeurs religieuses et a son ethique. L’etude a revele le besoin pour l’Autorite palestinienne de retablir ses priorites en alimentation en eau et en hygiene, de moderniser et de developper non seulement le circuit d’alimentation en eau mais aussi la facon de connaitre et de transmettre le savoir en distribution d’eau et en salubrite.
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".