MétaCan
Menu
Back to cohort
Record W1606630115 · doi:10.5204/mcj.2651

Free to Be Obese in a ‘Super Nanny State’?

2006· article· en· W1606630115 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueM/C Journal · 2006
Typearticle
Languageen
FieldPsychology
TopicPsychological Well-being and Life Satisfaction
Canadian institutionsnot available
Fundersnot available
KeywordsEntitlement (fair division)DignityLibertarianismHuman rightsState (computer science)Law and economicsDeclarationPolitical scienceMetaphorLawSociologyEconomicsPhilosophyTheology

Abstract

fetched live from OpenAlex


 
 
 
 “Live free or die!” (New Hampshire State motto)
 
 
 Should individuals be free to make lifestyle decisions (such as what, when and how much to eat and how much physical activity to take), without undue interference from the state, even when their decisions may lead to negative consequences (obesity, heart disease, diabetes)? 
 
 The UN Declaration of Human Rights enshrines the belief that “All human beings are born free and equal in dignity and rights”. The philosophy of Libertarianism (Locke) proposes that rights can be negative (e.g. the freedom to be free from outside interference) as well as positive (e.g. the right to certain benefits supplied by others). Robert Nozick, a proponent of Libertarianism, has argued that we have the right to make informed decisions about our lives without unnecessary interference. This entitlement requires that we exercise our rights only as far as they do not infringe the rights of others. 
 
 The popular notion of the “Nanny State” (often used derogatively) is discussed, and the metaphor is extended to draw on the Super Nanny phenomenon, a reality television series that has been shown in numerous countries including the UK, the US, and Australia. It is argued in this paper that social marketing, when done well, can help create a “Super Nanny State” (implying positive connotations). In the “Nanny State” people are told what to do; in the “Super Nanny State” people are empowered to make healthier decisions.
 
 Social marketing applies commercial marketing principles to “sell” ideas (rather than goods or services) with the aim of improving the welfare of individuals and/or society. Where the common good may not be easily discerned, Donovan and Henley recommended using the UN Declaration of Human Rights as the baseline reference point. Social marketing is frequently used to persuade individuals to make healthier lifestyle decisions such as “eat less [saturated] fat”, “eat two fruits and five veg a day”, “find thirty minutes of physical activity a day”. 
 
 Recent medical gains in immunisation, sanitation and treating infectious diseases mean that the health of a population can now be more improved by influencing lifestyle decisions than by treating illness (Rothschild). Social marketing activities worldwide are directed at influencing lifestyle decisions to prevent or minimise lifestyle diseases. “Globesity” is the new epidemic (Kline). Approximately one billion people globally are overweight or obese (compared to 850 million who are underweight); most worryingly, about 10% of children worldwide are now overweight or obese with rising incidence of type 2 diabetes in this population (Yach, Stuckler, and Brownwell).
 
 “Nanny state” is a term people often use derogatively to refer to government intervention (see Henley and Jackson). Knag (405) made a distinction between old-style, authoritarian “paternalism”, which chastised the individual using laws and sanctions, and a newer “maternalism” or “nanny state” which smothers the individual with “education and therapy (or rather, propaganda and regulation)”. Knag’s use of the term “Nanny State” still has pejorative connotations. 
 
 In the “Nanny State”, governments are seen as using the tool of social marketing to tell people what they should and shouldn’t do, as if they were children being supervised by a nanny. At the extreme, people may be afraid that social marketing could be used by the State as a way to control the thoughts of the vulnerable, a view expressed some years ago by participants in a survey of attitudes towards social marketing (Laczniak, Lusch, and Murphy). More recently, the debate is more likely to focus on why social marketing often appears to be ineffective, rather than frighteningly effective (Hastings, Stead, and Macintosh). Another concern is the high level of fear being generated by much of the social marketing effort (Hastings and MacFadyen; Henley). It is as if nanny thinks she must scream at her children all the time to warn them that they will die if they don’t listen to her. However, by extension, I am suggesting that the “Super Nanny State” metaphor could have positive associations, with an authoritative (rather than authoritarian) parenting figure, one who explains appropriate sanctions (laws and regulations) but who is also capable of informing, inspiring and empowering. 
 
 Still, the Libertarian ethical viewpoint would question whether governments, through social marketers, have the right to try to influence people’s lifestyle decisions such as what and how much to eat, how much to exercise, etc. In the rise of the “Nanny State”, Holt argued that governments are extending the range of their regulatory powers, restricting free markets and intruding into areas of personal responsibility, all under the guise of acting for the public’s good. A number of arguments, discussed below, can be proposed to justify interference by the State in the lifestyle decisions of individuals. 
 
 The Economic Argument
 
 One argument that is often quoted to justify interference by the State is that the economic costs of allowing unsafe/unhealthy behaviours have to be borne by the community. It has been estimated in the US that medical costs relating to diabetes (which is associated directly with obesity) increased from $44 billion to $92 billion in five years (Yach, et al). The economic argument can be useful for persuading governments to invest in prevention but is not sufficient as a fundamental justification for interference. If we say that we want people to eat more healthily because their health costs will be burdensome to the community, we imply that we would not ask them to do so if their health costs were not burdensome, even if they were dying prematurely as a result. 
 
 The studies relating to the economic costs of obesity have not been as extensive as those relating to the economic costs of tobacco (Yach, et al), where some have argued that prematurely dying of smoking-related diseases is less costly to the State than the costs incurred in living to old age (Barendregt, et al). This conclusion has been disputed (Rasmussen et al), but even if true, would not provide sufficient justification to cease tobacco control efforts. Similarly, I think people would expect social marketing efforts relating to nutrition and physical activity to continue even if an economic analysis showed that people dying prematurely from obesity-related illnesses were costing the State less overall in health care costs than people living an additional twenty years.
 
 The Consumer Protection Argument
 
 Some degree of interference by the State is desirable and often necessary because people are not entirely self-reliant in every circumstance (Mead). The social determinants of health (Marmot and Wilkinson) are sufficiently well-understood to justify government regulation to reduce inequalities in housing, education, access to health services, etc. Implicit in the criticism that the “Nanny State” treats people like children is the assumption that children are treated without dignity and respect. The positive parent or “Super Nanny” treats children with respect but recognises their vulnerability in unfamiliar or dangerous contexts. 
 
 A survey of opinion in the UK in 2004 by the King’s Fund, an independent think tank, found that the public generally supported government initiatives to encourage healthier school meals; ensure cheaper fruit and vegetables; pass laws to limit salt, fat and sugar in foods; stop advertising junk foods for children and regulate for nutrition labels on food (UK public wants a “Nanny State”). The UK’s recently established National Social Marketing Centre has made recommendations for social marketing strategies to improve public health and Prime Minister Tony Blair has responded by making public health, especially the growing obesity problem, a central issue for government initiatives, offering a “helping hand” approach (Triggle).
 
 The Better Alternative Argument
 
 Wikler considered the case for more punitive government intervention in the obesity debate by weighing the pros and cons of an interesting strategy: the introduction of a “fat tax” that would require citizens to be weighed and, if found to be overweight, require them to pay a surcharge. He concluded that this level of state interference would not be justified because there are other ways to appeal to the risk-taker’s autonomy, through education and therapeutic efforts. Governments can use social marketing as one of these better alternatives to punitive sanctions. 
 
 The Level Playing Field Argument
 
 Social marketers argue that many lifestyle behaviours are not entirely voluntary (O’Connell and Price). For example, it is argued that an individual’s choices about eating fast food, consuming sweetened soft drinks, and living sedentary lives have already been partially determined by commercial efforts. Thus, they argue that social marketing efforts are intended to level the playing field – educate, inform, and restore true personal autonomy to people, enabling them to make rational choices (Smith). For example, Kline’s media education program in Canada, with a component of “media risk reduction”, successfully educated young consumers (elementary school children) with strategies for “tuning out” by asking them to come up with a plan for what they would do if they “turned off TV, video games and PCs for a whole week?” (p. 249). The “tune out challenge” resulted in a reduction of media exposure (80%) displaced into active leisure pursuits. A critical aspect of this intervention was the contract drawn up in advance, with the children setting their own goals and strategies (Kline). In this view, the sta

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.587
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.024
GPT teacher head0.318
Teacher spread0.294 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it