The association between neighbourhood greenspace and type 2 diabetes in a large cross-sectional study

Objective To investigate the relationship between neighbourhood greenspace and type 2 diabetes. Design Cross-sectional. Setting 3 diabetes screening studies conducted in Leicestershire, UK in 2004–2011. The percentage of greenspace in the participant's home neighbourhood (3 km radius around home postcode) was obtained from a Land Cover Map. Demographic and biomedical variables were measured at screening. Participants 10 476 individuals (6200 from general population; 4276 from high-risk population) aged 20–75 years (mean 59 years); 47% female; 21% non-white ethnicity. Main outcome measure Screen-detected type 2 diabetes (WHO 2011 criteria). Results Increased neighbourhood greenspace was associated with significantly lower levels of screen-detected type 2 diabetes. The ORs (95% CI) for screen-detected type 2 diabetes were 0.97 (0.80 to 1.17), 0.78 (0.62 to 0.98) and 0.67 (0.49 to 0.93) for increasing quartiles of neighbourhood greenspace compared with the lowest quartile after adjusting for ethnicity, age, sex, area social deprivation score and urban/rural status (Ptrend=0.01). This association remained on further adjustment for body mass index, physical activity, fasting glucose, 2 h glucose and cholesterol (OR (95% CI) for highest vs lowest quartile: 0.53 (0.35 to 0.82); Ptrend=0.01). Conclusions Neighbourhood greenspace was inversely associated with screen-detected type 2 diabetes, highlighting a potential area for targeted screening as well as a possible public health area for diabetes prevention. However, none of the risk factors that we considered appeared to explain this association, and thus further research is required to elicit underlying mechanisms. Trial registration number This study uses data from three studies (NCT00318032, NCT00677937, NCT00941954).

[1]  Communities English Indices of Deprivation 2010 , 2015 .

[2]  Douglas Houston,et al.  Implications of the modifiable areal unit problem for assessing built environment correlates of moderate and vigorous physical activity , 2014 .

[3]  Andy P. Jones,et al.  Does walking explain associations between access to greenspace and lower mortality? , 2014, Social science & medicine.

[4]  D. Scott,et al.  Understanding the Impact of the Modifiable Areal Unit Problem on the Relationship between Active Travel and the Built Environment , 2014 .

[5]  G. Kolt,et al.  Is Neighborhood Green Space Associated With a Lower Risk of Type 2 Diabetes? Evidence From 267,072 Australians , 2013, Diabetes Care.

[6]  Mohammad Javad Koohsari,et al.  (Re)Designing the built environment to support physical activity: Bringing public health back into urban design and planning , 2013 .

[7]  Andy P. Jones,et al.  Towards a better understanding of the relationship between greenspace and health: Development of a theoretical framework , 2013 .

[8]  David Ogilvie,et al.  Neighbourhood, Route and Workplace-Related Environmental Characteristics Predict Adults' Mode of Travel to Work , 2013, PloS one.

[9]  William Pickett,et al.  Exposure to public natural space as a protective factor for emotional well-being among young people in Canada , 2013, BMC Public Health.

[10]  Janet Coulter,et al.  Thinking outside the square: Creating value and emotion in ceramic tiles through design-led innovation , 2013 .

[11]  K. Khunti,et al.  Implementation of the automated Leicester Practice Risk Score in two diabetes prevention trials provides a high yield of people with abnormal glucose tolerance , 2012, Diabetologia.

[12]  Oliver T Mytton,et al.  Green space and physical activity: An observational study using Health Survey for England data , 2012, Health & place.

[13]  P. Groenewegen,et al.  Is a Green Residential Environment Better for Health? If So, Why? , 2012 .

[14]  B. Boruff,et al.  Using GPS technology to (re)-examine operational definitions of 'neighbourhood' in place-based health research , 2012 .

[15]  K. Khunti,et al.  Walking away from type 2 diabetes: trial protocol of a cluster randomised controlled trial evaluating a structured education programme in those at high risk of developing type 2 diabetes , 2012, BMC Family Practice.

[16]  K. Khunti,et al.  Let’s prevent diabetes: study protocol for a cluster randomised controlled trial of an educational intervention in a multi-ethnic UK population with screen detected impaired glucose regulation , 2012, Cardiovascular Diabetology.

[17]  Anne Vernez Moudon,et al.  Home versus nonhome neighborhood: quantifying differences in exposure to the built environment. , 2012, American journal of preventive medicine.

[18]  D. van der A,et al.  Ascertainment and verification of diabetes in the EPIC-NL study. , 2010, The Netherlands journal of medicine.

[19]  Takemi Sugiyama,et al.  Perceived and objectively measured greenness of neighbourhoods: Are they measuring the same thing? , 2010 .

[20]  Andrew P. Jones,et al.  The relationship of physical activity and overweight to objectively measured green space accessibility and use. , 2010, Social science & medicine.

[21]  K. Khunti,et al.  Rationale and design of the ADDITION-Leicester study, a systematic screening programme and Randomised Controlled Trial of multi-factorial cardiovascular risk intervention in people with Type 2 Diabetes Mellitus detected by screening , 2010, Trials.

[22]  C. Friedenreich,et al.  Sex- and age-specific seasonal variations in physical activity among adults , 2009, Journal of Epidemiology & Community Health.

[23]  P. Groenewegen,et al.  Morbidity is related to a green living environment , 2009, Journal of Epidemiology & Community Health.

[24]  Heiner Boeing,et al.  Use of Multiple Metabolic and Genetic Markers to Improve the Prediction of Type 2 Diabetes: the EPIC-Potsdam Study , 2009, Diabetes Care.

[25]  Andrew T Kaczynski,et al.  Correspondence of perceived vs. objective proximity to parks and their relationship to park-based physical activity , 2009, The international journal of behavioral nutrition and physical activity.

[26]  R. Collins,et al.  Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies , 2009, Lancet.

[27]  B. Giles-Corti,et al.  Creating active environments across the life course: “thinking outside the square” , 2008, British Journal of Sports Medicine.

[28]  G. Can,et al.  Elevated LDL-cholesterol level predicts diabetes in centrally obese women but not men: relative roles of insulin resistance and central obesity. , 2007, Circulation journal : official journal of the Japanese Circulation Society.

[29]  Ralph B D'Agostino,et al.  Prediction of incident diabetes mellitus in middle-aged adults: the Framingham Offspring Study. , 2007, Archives of internal medicine.

[30]  M. Dehghan,et al.  Seasonal Variation in Leisure-time Physical Activity Among Canadians , 2007, Canadian journal of public health = Revue canadienne de sante publique.

[31]  Nicola J Cooper,et al.  Pharmacological and lifestyle interventions to prevent or delay type 2 diabetes in people with impaired glucose tolerance: systematic review and meta-analysis , 2007, BMJ : British Medical Journal.

[32]  Glen P. Kenny,et al.  Physical Activity/Exercise and Type 2 Diabetes , 2006, Diabetes Care.

[33]  J. Sallis,et al.  An ecological approach to creating active living communities. , 2006, Annual review of public health.

[34]  Douglas W Mahoney,et al.  Agreement between self-report questionnaires and medical record data was substantial for diabetes, hypertension, myocardial infarction and stroke but not for heart failure. , 2004, Journal of clinical epidemiology.

[35]  Ralph B D'Agostino,et al.  Cardiovascular disease risk factors predict the development of type 2 diabetes: the insulin resistance atherosclerosis study. , 2004, Diabetes care.

[36]  R. Shephard Limits to the measurement of habitual physical activity by questionnaires , 2003, British journal of sports medicine.

[37]  J. Stengård,et al.  Concordance for Type 1 (insulin-dependent) and Type 2 (non-insulin-dependent) diabetes mellitus in a population-based cohort of twins in Finland , 1992, Diabetologia.

[38]  Ashley R. Cooper,et al.  Physical Activity and Prevention of Type 2 Diabetes Mellitus , 2008, Sports medicine.

[39]  Stan Openshaw,et al.  Modifiable Areal Unit Problem , 2008, Encyclopedia of GIS.

[40]  B. Ainsworth,et al.  Guidelines for data processing analysis of the International Physical Activity Questionnaire (IPAQ) - Short and long forms , 2005 .

[41]  P. Poulsen,et al.  Heritability of Type II (non-insulin-dependent) diabetes mellitus and abnormal glucose tolerance – a population-based twin study , 1999, Diabetologia.

[42]  D. Stokols Establishing and maintaining healthy environments. Toward a social ecology of health promotion. , 1992, The American psychologist.