Screening for type 2 diabetes: literature review and economic modelling
Open accessAbstract
OBJECTIVES: To reconsider the aims of screening for undiagnosed diabetes, and whether screening should be for other abnormalities of glucose metabolism such as impaired glucose tolerance (IGT), or the 'metabolic syndrome'. Also to update the previous review for the National Screening Committee (NSC) on screening for diabetes, including reviewing choice of screening test; to consider what measures would be taken if IGT and impaired fasting glucose (IFG) were identified by screening, and in particular to examine evidence on treatment to prevent progression to diabetes in these groups; to examine the cost-effectiveness of screening; and to consider groups at higher risk at which screening might be targeted. DATA SOURCES: Electronic databases were searched up to the end of June 2005. REVIEW METHODS: Literature searches and review concentrated on evidence published since the last review of screening, both reviews and primary studies. The review of economic studies included only those models that covered screening. The new modelling extended an existing diabetes treatment model by developing a screening module. The NSC has a set of criteria, which it applies to new screening proposals. These criteria cover the condition, the screening test or tests, treatment and the screening programme. Screening for diabetes was considered using these criteria. RESULTS: Detection of lesser degrees of glucose intolerance such as IGT is worthwhile, partly because the risk of cardiovascular disease (CVD) can be reduced by treatment aimed at reducing cholesterol level and blood pressure, and partly because some diabetes can be prevented. Several trials have shown that both lifestyle measures and pharmacological treatment can reduce the proportion of people with IGT who would otherwise develop diabetes. Screening could be two-stage, starting with the selection of people at higher risk. The second-stage choice of test for blood glucose remains a problem, as in the last review for NSC. The best test is the oral glucose tolerance test (OGTT), but it is the most expensive, is inconvenient and has weak reproducibility. Fasting plasma glucose would miss people with IGT. Glycated haemoglobin does not require fasting, and may be the best compromise. It may be that more people would be tested and diagnosed if the more convenient test was used, rather than the OGTT. Five economic studies assessed the costs and short-term outcomes of using different screening tests. None examined the long-term impact of different proportions of false negatives. All considered the costs that would be incurred and the numbers identified by different tests, or different cut-offs. Results differed depending on different assumptions. They did not give a clear guide as to which test would be the best in any UK screening programme, but all recognised that the choice of cut-off would be a compromise between sensitivity and specificity; there is no perfect test. The modelling exercise concluded that screening for diabetes appears to be cost-effective for the 40-70-year age band, more so for the older age bands, but even in the 40-49-year age group, the incremental cost-effectiveness ratio for screening versus no screening is only 10,216 pounds per quality-adjusted life-year. Screening is more cost-effective for people in the hypertensive and obese subgroups and the costs of screening are offset in many groups by lower future treatment costs. The cost-effectiveness of screening is determined as much by, if not more than, assumptions about the degree of control of blood glucose and future treatment protocols than by assumptions relating to the screening programme. The very low cost now of statins is also an important factor. Although the prevalence of diabetes increases with age, the relative risk of CVD falls, reducing the benefits of screening. Screening for diabetes meets most of the NSC criteria, but probably fails on three: criterion 12, on optimisation of existing management of the condition; criterion 13, which requires that there should be evidence from high-quality randomised controlled trials (RCTs) showing that a screening programme would reduce mortality or morbidity; and criterion 18, that there should be adequate staffing and facilities for all aspects of the programme. It is uncertain whether criterion 19, that all other options, including prevention, should have been considered, is met. The issue here is whether all methods of improving lifestyles in order to reduce obesity and increase exercise have been sufficiently tried. The rise in overweight and obesity suggests that health promotion interventions have not so far been effective. CONCLUSIONS: The case for screening for undiagnosed diabetes is probably somewhat stronger than it was at the last review, because of the greater options for reduction of CVD, principally through the use of statins, and because of the rising prevalence of obesity and hence type 2 diabetes. However, there is also a good case
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Most professional organizations recommended a two-stage strategy, starting with first-stage selection of people at higher risk by a questionnaire or risk score and followed by second-stage testing for conventional biomarkers such as FPG, HbA1c, or OGTT.
“Most of them recommended a two-stage strategy, starting with the first-stage of selection of people at higher risk by a questionnaire or risk score and followed by the second-stage of testing for conventional biomarkers such as FPG, HbA1c, or OGTT [12,39].”
From A Novel Testing Model for Opportunistic Screening of Pre-Diabetes and Diabetes among U.S. Adults (2015) · cites this paper as [12]
Chapter 3, “Screening tests” describes two-stage screening: selecting people at higher risk, then testing glucose levels. “Stage 1 - selection by risk factors” discusses questionnaires, and “Stage 2 - glucose testing” lists FPG, HbA1c and glucose tolerance tests. These passages do not establish that most professional organizations recommended this strategy; the chapter describes how organized screening would work, not the prevalence of that recommendation among organizations. (LLM, conf=0.87)
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Cited by 298
- Authors
- Waugh, N., Scotland, G., McNamee, P., Gillett, M., Brennan, A., Goyder, E., Williams, R., & John, A.
- Affiliations
- University of Aberdeen (GB)
- Venue
- Health Technology Assessment
- Published
- 2007-05
- Volume
- 11
- Issue
- 17
- Pages
- iii-iv, ix
- ISSN
- 1366-5278 (ISSN-L)
- 2046-4924
- OpenAlex
- W1977079297
- Cited by
- 298
- References
- 0
- Citations by year
- 2026: 1 · 2025: 4 · 2022: 4 · 2021: 6 · 2020: 11 · 2019: 3 · 2018: 9 · 2017: 18 · 2016: 13 · 2015: 25 · 2014: 29 · 2013: 30 · 2012: 30
- FWCI
- 30.66
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- Health Technology Assessment (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Warwick Research Archive Portal (University of Warwick) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- University of Warwick (cc-by)
- Funders
- Health Technology Assessment programme (05/02/01)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 2 diabetes screening, impaired glucose tolerance, impaired fasting glucose, metabolic syndrome, cost-effectiveness, oral glucose tolerance test, fasting blood glucose, HbA1c, diabetes prevention, cardiovascular risk, screening test selection, targeted screening, screening cut-off values, sensitivity and specificity, lifestyle intervention
- MeSH terms
- Age Factors, Cost-Benefit Analysis, Diabetes Mellitus, Type 2, Glucose Tolerance Test, United Kingdom, Glycated Hemoglobin, Humans, Mass Screening, Sex Factors, Exercise, Practice Guidelines as Topic, Models, Economic, Metabolic Syndrome, Diabetes Complications, Overweight
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