ArticleBMC health services research2023
The influence of demographic, health and psychosocial factors on patient uptake of the English NHS diabetes prevention programme.
Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 19 citations in OpenAlex.
- Associations Between Demographic Characteristics, and Diabetes-Related Knowledge, Attitudes, Practices and Clinical Parameters in People With Diabetes Attending Eye Clinics in Trinidad and Tobago: A Cross-Sectional Study.Health science reports · 2026Article
- Is personality associated with the lived experience of the NHS England low calorie diet programme: A pilot study.Clinical obesity · 2025Article
- Perceptions and Intentions to Prevent Diabetes Among At-Risk Individuals: A Qualitative Study Using the Theory of Planned Behaviour.Journal of clinical nursing · 2025Article
- Preferences for receiving diabetes prevention support and factors influencing healthy eating and physical activity and among patients with prediabetes in Chicago, Illinois.Preventive medicine reports · 2025Article
- Service Users' Experiences of a Nationwide Digital Type 2 Diabetes Self-Management Intervention (Healthy Living): Qualitative Interview Study.JMIR diabetes · 2024Article
- The effectiveness of digital delivery versus group-based face-to-face delivery of the English National Health Service Type 2 Diabetes Prevention Programme: a non-inferiority retrospective cohort comparison study.BMC health services research · 2023Article
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundThe prevention of type 2 diabetes (T2DM) is a major concern for health services around the world. The English NHS Diabetes Prevention Programme (NHS-DPP) offers a group face-to-face behaviour change intervention, based around exercise and diet, to adults with non-diabetic hyperglycaemia (NDH), referred from primary care. Previous analysis of the first 100,000 referrals revealed just over half of those referred to the NHS-DPP took up a place. This study aimed to identify the demographic, health and psychosocial factors associated with NHS-DPP uptake to help inform the development of interventions to improve uptake and address inequities between population groups.
methodsDrawing on the Behavioral Model of Health Services Utilization we developed a survey questionnaire to collect data on a wide range of demographic, health and psychosocial factors that might influence uptake of the NHS-DPP. We distributed this questionnaire to a cross-sectional random sample of 597 patients referred to the NHS-DPP across 17 general practices, chosen for variation. Multivariable regression analysis was used to identify factors associated with NHS-DPP uptake.
results325 out of 597 questionnaires were completed (54%). Only a third of responders took up the offer of a place. The best performing model for uptake (AUC = 0.78) consisted of four factors: older age; beliefs concerning personal vulnerability to T2DM; self-efficacy for reducing T2DM risk; and the efficacy of the NHS-DPP. After accounting for these, demographic and health-related factors played only a minor role.
conclusionUnlike fixed demographic characteristics, psychosocial perceptions may be amenable to change. NHS-DPP uptake rates may be improved by targeting the beliefs of patients about their risk of developing T2DM, their ability to carry out and sustain behaviours to reduce this risk, and the efficacy of the NHS-DPP in providing the necessary understanding and skills required. The recently introduced digital version of the NHS DPP could help address the even lower uptake amongst younger adults. Such changes could facilitate proportional access from across different demographic strata.
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