A Review of Alcohol Pricing and its Effects on Alcohol Consumption and Alcohol-Related Harm
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
Alcohol has a complex relationship with any given society. On one hand, it may have some benefits by providing a means of leisure and socialization and a source of revenue through taxation of its sales while on the other hand; it has harmful effects by being a direct cause of many medical illnesses, accidents and crime.1 The number of deaths directly related to alcohol in England in 2008 were 6,769, which is a 24% increase from 2001.2 To combat this rising number of alcohol-related problems, the government has introduced various strategies and indicators in order to monitor the effectiveness of interventions. NI39 is one such national indicator for alcohol-related harm, which measures alcohol-related admissions per 100,000 populations on a quarterly and yearly basis, with the first quarter starting in April and the last quarter ending in March. This rate (NI39) for England in 2009/2010 was 1,743/100,000, which is a 10% increase from 2008/2009 statistics.3 Furthermore, the NI39 estimates for the first two quarters of 2010/11 are about 942/100,000, predicting a 9% further increase from previous year.4 In addition, there was an average of 271 alcohol dependence-related prescriptions in England per 100,000 in 2009, costing the National Health Service about £2.38 million.5 Hence, we can see that the burden of alcohol misuse in England is huge, making it a priority problem in public health. \n \n \n \nAccording to the economics, the demand of a product is inversely proportional to its price, which means that an increase in the price of a product will decrease its demand and vice versa. Alcohol now is 70% more affordable than it was in 19805, which may be related to increasing alcohol misuse. Therefore, pricing has been regarded as one of the central tools in alcohol policy. 6 On 18th January 2011, the government set a minimum price of alcohol for England and Wales7 resulting in a great amount of discussion on the effects of alcohol price, alcohol consumption and alcohol-related harm. This paper aims to review the current literature and to examine the evidence for an association between alcohol price, alcohol consumption and alcohol-related harm.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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