Christopher Millett

Stanford University, Palo Alto, CA, USA

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Publications (69)335.24 Total impact

  • Article: Regulation and the food industry.
    Anthony A Laverty, Simon Capewell, Christopher Millett
    The Lancet 06/2013; 381(9881):1901. · 38.28 Impact Factor
  • Article: Do patients' information requirements for choice in health care vary with their socio-demographic characteristics?
    Anthony A Laverty, Anna Dixon, Christopher Millett
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    ABSTRACT: OBJECTIVES: This study examines whether the information used to inform hospital choice, and the sources of that information, varies with patients' socio-demographic characteristics. It also examines whether information used by patients to inform choice is associated with attending their local hospital. METHODS: A survey of 1033 patients who were offered a choice of hospital provider for elective treatment in England. Logistic regression was used to examine associations between patient characteristics and information used to inform choice of a hospital provider and sources of information used. RESULTS: Factors most important to patients in choosing a hospital were quality of care, cleanliness, standard of facilities and reputation. While quality of care and related factors are important to the majority of patients, those with lower levels of education were more likely to report that location and appointment times were important. Those who thought quality important were more likely to attend their local hospital provider. The main sources of information used to inform choice of hospital were own experience, family and friends and the general practitioner (GP). Patients who sought advice from their GP or booking advisors were less likely to attend their local hospitals. CONCLUSIONS: Differences among patients as to what factors are important when choosing a hospital provider and what information and support they access suggest there needs to be a variety of information sources and support available to promote choice. Greater shared decision making through active involvement and support by GPs or booking advisors may be required if they are to make choices in line with their preferences.
    Health expectations: an international journal of public participation in health care and health policy 05/2013; · 1.80 Impact Factor
  • Article: Effectiveness of a national cardiovascular disease risk assessment program (NHS Health Check): results after one year.
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    ABSTRACT: OBJECTIVE: To examine whether the NHS Health Check, a systematic cardiovascular disease (CVD) risk assessment and management program, was associated with reduction in CVD risk in attendees after one year. METHODS: We extracted data from patients aged 40-74years, with high estimated CVD risk, who were registered with general practices in a deprived, culturally diverse setting in England. We included 4,748 patients at baseline (July 2008- November 2009), with 3,712 at follow-up (December 2009 - March 2011). We used a pre-post study design to assess changes in global CVD risk, individual CVD risk factors and statin prescribing in patients with a complete and partial Health Check. RESULTS: There were significant reductions in mean CVD risk score (28.2%; 95% CI=27.3-29.1 to 26.2%; 95% CI, 25.4-27.1), diastolic blood pressure, total cholesterol levels and lipid ratios after one year in patients with a complete Health Check. Statin prescribing increased from 14.0% (95% CI=11.9-16.0) to 60.6% (95% CI=57.7-63.5). CONCLUSIONS: The introduction of NHS Health Check was associated with significant but modest reductions in CVD risk among screened high-risk individuals. Further cost-effectiveness analysis and work accounting for uptake is required to assess whether the program can make significant changes to population health.
    Preventive Medicine 05/2013; · 3.22 Impact Factor
  • Article: Social Epidemiology of Hypertension in Middle-Income Countries: Determinants of Prevalence, Diagnosis, Treatment, and Control in the WHO SAGE Study.
    Sanjay Basu, Christopher Millett
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    ABSTRACT: Large-scale hypertension screening campaigns have been recommended for middle-income countries. We sought to identify sociodemographic predictors of hypertension prevalence, diagnosis, treatment, and control among middle-income countries. We analyzed data from 47 443 adults in all 6 middle-income countries (China, Ghana, India, Mexico, Russia, and South Africa) sampled in nationally representative household assessments from 2007 to 2010 as part of the World Health Organization Study on Global Aging and Adult Health. We estimated regression models accounting for age, sex, urban/rural location, nutrition, and obesity, as well as hypothesized covariates of healthcare access, such as income and insurance. Hypertension prevalence varied from 23% (India) to 52% (Russia), with between 30% (Russia) and 83% (Ghana) of hypertensives undiagnosed before the survey and between 35% (Russia) and 87% (Ghana) untreated. Although the risk of hypertension significantly increased with age (odds ratio, 4.6; 95% confidence interval, 3.0-7.1; among aged, 60-79 versus <40 years), the risk of being undiagnosed or untreated fell significantly with age. Obesity was a significant correlate to hypertension (odds ratio, 3.7; 95% confidence interval, 2.1-6.8 for obese versus normal weight), and was prevalent even among the lowest income quintile (13% obesity). Insurance status and income also emerged as significant correlates to diagnosis and treatment probability, respectively. More than 90% of hypertension cases were uncontrolled, with men having 3 times the odds as women of being uncontrolled. Overall, the social epidemiology of hypertension in middle-income countries seems to be correlated to increasing obesity prevalence, and hypertension control rates are particularly low for adult men across distinct cultures.
    Hypertension 05/2013; · 6.21 Impact Factor
  • Article: Ethnic group differences in cardiovascular risk assessment scores: national cross-sectional study.
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    ABSTRACT: Objectives. There are marked inequalities in cardiovascular disease (CVD) incidence and outcomes between ethnic groups. CVD risk scores are increasingly used in preventive medicine and should aim to accurately reflect differences between ethnic groups. Ethnicity, as an independent risk factor for CVD, can be accounted for in CVD risk scores primarily using two methods, either directly incorporating it as a risk factor in the algorithm or through a post hoc adjustment of risk. We aim to compare these two methods in terms of their prediction of CVD across ethnic groups using representative national data from England. Design. A cross-sectional study using data from the Health Survey for England. We measured ethnic group differences in risk estimation between the QRISK2, which includes ethnicity and Joint British Societies 2 (JBS2) algorithm, which uses post hoc risk adjustment factor for South Asian men. Results. The QRISK2 score produces lower median estimates of CVD risk than JBS2 overall (6.6% [lower quartile-upper quartile (LQ-UQ) = 4.0-18.6] compared with 9.3% [LQ-UQ = 2.3-16.9]). Differences in median risk scores are significantly greater in South Asian men (7.5% [LQ-UQ = 3.6-12.5]) compared with White men (3.0% [LQ-UQ = 0.7-5.9]). Using QRISK2, 19.1% [95% confidence interval (CI) = 16.2-22.0] fewer South Asian men are designated at high risk compared with 8.8% (95% CI = 5.9-7.8) fewer in White men. Across all ethnic groups, women had a lower median QRISK2 score (0.72 [LQ-UQ = - 0.6 to 2.13]), although relatively more (2.0% [95% CI = 1.4-2.6]) were at high risk than with JBS2. Conclusions. Ethnicity is an important CVD risk factor. Current scoring tools used in the UK produce significantly different estimates of CVD risk within ethnic groups, particularly in South Asian men. Work to accurately estimate CVD risk in ethnic minority groups is important if CVD prevention programmes are to address health inequalities.
    Ethnicity and Health 05/2013; · 1.64 Impact Factor
  • Article: Disentangling secular trends and policy impacts in health studies: use of interrupted time series analysis.
    Utz J Pape, Christopher Millett, John T Lee, Josip Car, Azeem Majeed
    Journal of the Royal Society of Medicine 04/2013; 106(4):124-9. · 1.41 Impact Factor
  • Article: Association between smoke-free workplace and second-hand smoke exposure at home in India.
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    ABSTRACT: BACKGROUND: The implementation of comprehensive smoke-free laws has been associated with reductions in second-hand smoke exposure at home in several high income countries. There is little information on whether these benefits extend to low income and middle income countries with a growing tobacco-related disease burden such as India. METHODS: State and individual-level analysis of cross-sectional data from the Global Adult Tobacco Survey India, 2009/2010. Associations between working in a smoke-free indoor environment and living in a smoke-free home were examined using correlation at the state level, and multivariate logistic regression at the individual level. RESULTS: The percentage of respondents employed indoors (outside the home) working in smoke-free environments who lived in a smoke-free home was 64.0% compared with 41.7% of those who worked where smoking occurred. Indian states with higher proportions of smoke-free workplaces had higher proportions of smoke-free homes (rs=0.54, p<0.005). In the individual-level analysis, working in a smoke-free workplace was associated with a significantly higher likelihood of living in a smoke-free home (adjusted OR=2.07; 95% CI 1.64 to 2.52) after adjustment for potential confounders. CONCLUSIONS: Implementation of smoke-free legislation in India was associated with a higher proportion of adults reporting a smoke-free home. These findings further strengthen the case for accelerated implementation of Article 8 of the Framework Convention on Tobacco Control (FCTC) in low and middle income countries.
    Tobacco control 03/2013; · 3.85 Impact Factor
  • Article: Uptake of the NHS Health Check programme in an urban setting.
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    ABSTRACT: BACKGROUND: The NHS Health Check programme aims to improve prevention, early diagnosis and management of cardiovascular disease (CVD) in England. High and equitable uptake is essential for the programme to effectively reduce the CVD burden. OBJECTIVES: Assessing the impact of a local financial incentive scheme on uptake and statin prescribing in the first 2 years of the programme. METHODS: Cross-sectional study using data from electronic medical records of general practices in Hammersmith and Fulham, London on all patients aged 40-74 years. We assessed uptake of complete Health Check, exclusion of patients from the programme (exception reporting) and statin prescriptions in patients confirmed with high CVD risk. RESULTS: The Health Check uptake was 32.7% in Year 1 and 20.0% in Year 2. Older patients had higher uptake of Health Check than younger (65- to 74-year-old patients: Year 1 adjusted odds ratio (AOR) 2.05 (1.67-2.52) & Year 2 AOR 2.79 (2.49-3.12) compared with 40- to 54-year-old patients). The percentage of confirmed high risk patients prescribed a statin was 17.7% before and 52.9% after the programme. There was a marked variation in Health Check uptake, exception reporting and statin prescribing between practices. CONCLUSIONS: Uptake of the Health Check was low in the first year in patients with estimated high risk despite financial incentives to general practices; although this matched the national required rate in second year. Further evaluations for cost and clinical effectiveness of the programme are needed to clarify whether this spending is appropriate, and to assess the impact of financial incentives on programme performance.
    Family Practice 02/2013; · 1.50 Impact Factor
  • Article: Harnessing the cloud of patient experience: using social media to detect poor quality healthcare.
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    ABSTRACT: Recent years have seen increasing interest in patient-centred care and calls to focus on improving the patient experience. At the same time, a growing number of patients are using the internet to describe their experiences of healthcare. We believe the increasing availability of patients' accounts of their care on blogs, social networks, Twitter and hospital review sites presents an intriguing opportunity to advance the patient-centred care agenda and provide novel quality of care data. We describe this concept as a 'cloud of patient experience'. In this commentary, we outline the ways in which the collection and aggregation of patients' descriptions of their experiences on the internet could be used to detect poor clinical care. Over time, such an approach could also identify excellence and allow it to be built on. We suggest using the techniques of natural language processing and sentiment analysis to transform unstructured descriptions of patient experience on the internet into usable measures of healthcare performance. We consider the various sources of information that could be used, the limitations of the approach and discuss whether these new techniques could detect poor performance before conventional measures of healthcare quality.
    BMJ quality & safety 01/2013;
  • Article: Hospital Admissions for Childhood Asthma After Smoke-Free Legislation in England.
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    ABSTRACT: OBJECTIVE:To assess whether the implementation of English smoke-free legislation in July 2007 was associated with a reduction in hospital admissions for childhood asthma.METHODS:Interrupted time series study using Hospital Episodes Statistics data from April 2002 to November 2010. Sample consisted of all children (aged ≤14 years) having an emergency hospital admission with a principle diagnosis of asthma.RESULTS:Before the implementation of the legislation, the admission rate for childhood asthma was increasing by 2.2% per year (adjusted rate ratio 1.02; 95% confidence interval [CI]: 1.02-1.03). After implementation of the legislation, there was a significant immediate change in the admission rate of -8.9% (adjusted rate ratio 0.91; 95% CI: 0.89-0.93) and change in time trend of -3.4% per year (adjusted rate ratio 0.97; 95% CI: 0.96-0.98). This change was equivalent to 6802 fewer hospital admissions in the first 3 years after implementation. There were similar reductions in asthma admission rates among children from different age, gender, and socioeconomic status groups and among those residing in urban and rural locations.CONCLUSIONS:These findings confirm those from a small number of previous studies suggesting that the well-documented population health benefits of comprehensive smoke-free legislation appear to extend to reducing hospital admissions for childhood asthma.
    PEDIATRICS 01/2013; · 4.47 Impact Factor
  • Article: User fees in universal health systems.
    John Tayu Lee, Azeem Majeed, Christopher Millett
    The Lancet 11/2012; 380(9854):1643-4. · 38.28 Impact Factor
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    Article: Defining primary care sensitive conditions: a necessity for effective primary care delivery?
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    ABSTRACT: Primary care is a major component of England's National Health Service (NHS), responsible for approximately 300 million consultations per year with GPs in England, which represents 70 –90% of all patient contacts with the NHS. In addition to providing healthcare to the registered population, GPs are charged with coordination and gatekeeping of access to services provided by secondary care, tertiary care and other allied healthcare providers. As GPs will be assuming a key role in commissioning health services in England, there is a clear opportunity to re-model care delivery to maximize outcomes, cost efficiency and patient access by focusing on diseases that are most amenable to management in primary care. It is essential that there is evidence to inform what conditions are most sensitive to management in primary care – commonly referred to as primary care sensitive conditions or ambulatory care sensitive conditions. Such definitions would aid resource planning, drafting of local management protocols and simplification of the interface between primary and secondary care for a number of chronic conditions. Indeed, inappropriate utilization of secondary care resources is likely to represent a significant opportunity cost to healthcare providers and may be less desirable for patients. Primary care is a major component of England's National Health Service (NHS), responsible for approximately 300 million consultations per year with general practitioners (GPs) in England, 1 which represents 70– 90% of all patient contacts with the NHS. 2 In addition to providing healthcare to the registered population, GPs are charged with coordination and gatekeeping of access to services provided by secondary care, tertiary care and other allied healthcare providers. While primary care has a role to play in the management of acute conditions, there are a number of alternative means by which indi-viduals can directly access appropriate advice and care for acute problems via services such as NHS Direct, Walk-in Centres and Accident & Emergency Departments. In contrast, the management of chronic conditions generally lies within the remit of GPs, and patients are usually only able to obtain ongoing specialist care for their condition if referred to a specialist by their GP. Primary care consultation rates in England are rising year-on-year, 1 and the role of primary care
    Journal of the Royal Society of Medicine 10/2012; 105(10):422-428. · 1.41 Impact Factor
  • Article: Differences in the classification of hypertensive controlled patient in primary care: Cross sectional study.
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    ABSTRACT: To examine differences in blood pressure control using the 2006 National Institute for Health and Clinical Excellence (NICE) guidelines and the 2007 Quality and Outcome Framework (QOF) standards. Cross-sectional study. 28 general practices located in Wandsworth, London. Hypertensive patients aged 17 years and over. Percentage of hypertensive patients classified as a hypertensive controlled patient (HCP) by each standard. 79.5% of patients were classified as a HCP by the QOF target and 60.7% by the NICE target. 93% and 14% of practices had more than 70% of patients classified as a HPC by using the QOF and NICE targets respectively. By applying the QOF target, men aged 45-64 years and 65 years and over had significantly higher probability of being classified as a HCP compared to those aged 17-44 years, OR 1.34 (1.08-.165) and OR 2.15 (1.61-2.87) respectively. Regardless of the target, for men the probability of being classified as a HCP increased with age. Better achievement of blood pressure control targets is present when the less stringent QOF target is used. Men aged 65 years and over were more likely to be classified as a HCP. Greater consistency is needed between the clinical targets in QOF and NICE guidance.
    JRSM short reports. 10/2012; 3(10):72.
  • Article: The impact of a free older persons' bus pass on active travel and regular walking in England.
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    ABSTRACT: Objectives. We assessed the potential public health benefit of the National Bus Pass, introduced in 2006, which permits free local bus travel for older adults (≥ 60 years) in England. Methods. We performed regression analyses with annual data from the 2005-2008 National Travel Survey. Models assessed associations between being a bus pass holder and active travel (walking, cycling, and use of public transport), use of buses, and walking 3 or more times per week. Results. Having a free pass was significantly associated with greater active travel among both disadvantaged (adjusted odds ratio [AOR] = 4.06; 95% confidence interval [CI] = 3.35, 4.86; P < .001) and advantaged groups (AOR = 4.72; 95% CI = 3.99, 5.59; P < .001); greater bus use in both disadvantaged and advantaged groups (AOR = 7.03; 95% CI = 5.53, 8.94; P < .001 and AOR = 7.11; 95% CI = 5.65, 8.94; P < .001, respectively); and greater likelihood of walking more frequently in the whole cohort (AOR = 1.15; 95% CI = 1.07, 1.12; P < .001). Conclusions. Public subsidies enabling free bus travel for older persons may confer significant population health benefits through increased incidental physical activity.
    American Journal of Public Health 09/2012; 102(11):2141-8. · 3.93 Impact Factor
  • Article: Effect of a UK pay-for-performance program on ethnic disparities in diabetes outcomes: interrupted time series analysis.
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    ABSTRACT: We wanted to examine the long-term effects of the Quality and Outcomes Framework (QOF), a major pay-for-performance program in the United Kingdom, on ethnic disparities in diabetes outcomes. We undertook an interrupted time series analysis of electronic medical record data of diabetes patients registered with 29 family practices in South West London, United Kingdom. Main outcome measures were mean hemoglobin A(1c) (HbA(1c)), total cholesterol, and blood pressure. The introduction of QOF was associated with initial accelerated improvements in systolic blood pressure in white and black patients, but these improvements were sustained only in black patients (annual decrease: -1.68 mm Hg; 95% CI, -2.41 to -0.95 mm Hg). Initial improvements in diastolic blood pressure in white patients (-1.01 mm Hg; 95% CI, -1.79 to -0.24 mm Hg) and in cholesterol in white (-0.13 mmol/L; 95% CI, -0.21 to -0.05 mmol/L) and black (-0.10 mmol/L; 95% CI, -0.20 to -0.01 mmol/L) patients were not sustained in the post-QOF period. There was no beneficial impact of QOF on HbA(1c) in any ethnic group. Existing disparities in risk factor control remained largely intact (for example; mean HbA(1c): white 7.5%, black 7.8%, south Asian 7.8%; P <.05) at the end of the study period. A universal pay-for-performance scheme did not appear to address important disparities in chronic disease management over time. Targeted quality improvement strategies may be required to improve health care in vulnerable populations.
    The Annals of Family Medicine 05/2012; 10(3):228-34. · 5.36 Impact Factor
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    Article: Associations between Internet-based patient ratings and conventional surveys of patient experience in the English NHS: an observational study.
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    ABSTRACT: Unsolicited web-based comments by patients regarding their healthcare are increasing, but controversial. The relationship between such online patient reports and conventional measures of patient experience (obtained via survey) is not known. The authors examined hospital level associations between web-based patient ratings on the National Health Service (NHS) Choices website, introduced in England during 2008, and paper-based survey measures of patient experience. The authors also aimed to compare these two methods of measuring patient experience. The authors performed a cross-sectional observational study of all (n=146) acute general NHS hospital trusts in England using data from 9997 patient web-based ratings posted on the NHS Choices website during 2009/2010. Hospital trust level indicators of patient experience from a paper-based survey (five measures) were compared with web-based patient ratings using Spearman's rank correlation coefficient. The authors compared the strength of associations among clinical outcomes, patient experience survey results and NHS Choices ratings. Web-based ratings of patient experience were associated with ratings derived from a national paper-based patient survey (Spearman ρ=0.31-0.49, p<0.001 for all). Associations with clinical outcomes were at least as strong for online ratings as for traditional survey measures of patient experience. Unsolicited web-based patient ratings of their care, though potentially prone to many biases, are correlated with survey measures of patient experience. They may be useful tools for patients when choosing healthcare providers and for clinicians to improve the quality of their services.
    BMJ quality & safety 04/2012; 21(7):600-5.
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    Article: Assessment of cardiovascular risk factors prior to NHS Health Checks in an urban setting: cross-sectional study.
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    ABSTRACT: To assess the completeness of cardiovascular disease (CVD) risk factor recording and levels of risk factors in patients eligible for the NHS Health Check. Cross-sectional study. Twenty-eight general practices located in Hammersmith and Fulham, London, UK. 42,306 patients aged 40 to 74 years without existing cardiovascular disease or diabetes. MEASUREMENT AND LEVEL OF CVD RISK FACTORS: blood pressure, cholesterol, body mass index (BMI), blood glucose and smoking status. There was a high recording of smoking status (86.1%) and blood pressure (82.5%); whilst BMI, cholesterol and glucose recording was lower. There was large variation in BMI, cholesterol, glucose recording between practices (29.7-91.5% for BMI). Women had significantly better risk factor recording than men (AOR = 1.70 [1.61-1.80] for blood pressure). All risk factors were better recorded in the least deprived patient group (AOR = 0.79 [0.73-0.85] for blood pressure) and patients with diagnosed hypertension (AOR = 7.24 [6.67-7.86] for cholesterol). Risk factor recording varied considerably between practices but was more strongly associated with patient than practice level characteristics. Age-adjusted levels of cholesterol and BMI were not significantly different between men and women. More men had raised blood glucose, blood pressure and BMI than women (29.7% [29.1-30.4] compared to 19.8% [19.3-20.3] for blood pressure). Before the NHS Health Check, CVD risk factor recording varied considerably by practice and patient characteristics. We identified significant elevated levels of raised CVD risk factors in the population eligible for a Health Check, which will require considerable work to manage.
    JRSM short reports. 03/2012; 3(3):17.
  • Article: High-profile investigations into hospital safety problems in England did not prompt patients to switch providers.
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    ABSTRACT: Amid international concerns about health care safety and quality, there has been an escalation of investigations by health care regulators into adverse events. England has a powerful central health care regulator, the Care Quality Commission, which conducts occasional high-profile investigations into major lapses in quality at individual hospitals. The results have sometimes garnered considerable attention from the news media, but it is not known what effect the investigations have had on patients' behavior. We analyzed trends in admission for discretionary (nonemergency) care at three hospitals that were subject to high-profile investigations by the Healthcare Commission (the predecessor to the Care Quality Commission) between 2006 and 2009. We found that investigations had no impact on utilization for two of the hospitals; in the third hospital, there were significant declines in inpatient admissions, outpatient surgeries, and in numbers of patients coming for their first appointment, but the effects disappeared six months after publication of the investigation report. Thus, the publication and dissemination of highly critical reports by a health care regulator does not appear to have resulted in patients' sustained avoidance of the hospitals that were investigated. Our findings reinforce other evaluations: Reporting designed to affect providers' reputations is likely to spur more improvement in quality and safety than relying on patients to choose their providers based on quality and safety reports, and simplistic assumptions regarding the power of information to drive patient choices are unrealistic.
    Health Affairs 03/2012; 31(3):593-601. · 4.31 Impact Factor
  • Article: Associations between Web-based patient ratings and objective measures of hospital quality.
    Archives of internal medicine 02/2012; 172(5):435-6. · 11.46 Impact Factor
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    Article: Impacts of a national strategy to reduce population salt intake in England: serial cross sectional study.
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    ABSTRACT: The UK introduced an ambitious national strategy to reduce population levels of salt intake in 2003. The aim of this study was to evaluate the impact of this strategy on salt intake in England, including potential effects on health inequalities. Secondary analysis of data from the Health Survey for England. Our main outcome measure was trends in estimated daily salt intake from 2003-2007, as measured by spot urine. Secondary outcome measures were knowledge of government guidance and voluntary use of salt in food preparation over this time period. There were significant reductions in salt intake between 2003 and 2007 (-0.175 grams per day per year, p<0.001). Intake decreased uniformly across all other groups but remained significantly higher in younger persons, men, ethnic minorities and lower social class groups and those without hypertension in 2007. Awareness of government guidance on salt use was lowest in those groups with the highest intake (semi-skilled manual v professional; 64.9% v 71.0% AOR 0.76 95% CI 0.58-0.99). Self reported use of salt added at the table reduced significantly during the study period (56.5% to 40.2% p<0.001). Respondents from ethnic minority groups remained significantly more likely to add salt during cooking (white 42.8%, black 74.1%, south Asian 88.3%) and those from lower social class groups (unskilled manual 46.6%, professional 35.2%) were more likely to add salt at the table. The introduction a national salt reduction strategy was associated with uniform but modest reductions in salt intake in England, although it is not clear precisely which aspects of the strategy contributed to this. Knowledge of government guidance was lower and voluntary salt use and total salt intake was higher among occupational and ethnic groups at greatest risk of cardiovascular disease.
    PLoS ONE 01/2012; 7(1):e29836. · 4.09 Impact Factor

Institutions

  • 2013
    • Stanford University
      • Center on Poverty and Inequality
      Palo Alto, CA, USA
    • University of Oxford
      • Department of Primary Care Health Sciences
      Oxford, ENG, United Kingdom
  • 2006–2013
    • Imperial College London
      • • Department of Primary Care and Public Health
      • • Faculty of Medicine
      London, ENG, United Kingdom
  • 2011
    • University of Surrey
      • Department of Health Care Management and Policy
      Guildford, ENG, United Kingdom
  • 2010
    • University of California, San Francisco
      • Division of General Internal Medicine
      San Francisco, CA, USA
    • University of Nottingham
      • Division of Epidemiology and Public Health
      Nottingham, ENG, United Kingdom