Evidence map›Paper›PMID 35372584›Full record

ArticleJournal of diabetes research2022

Diabetes Mellitus Diagnosis and Screening in Australian General Practice: A National Study.

Mingyue Zheng, Carla De Oliveira Bernardo, Nigel Stocks, David Gonzalez-Chica

Abstract read
In one paragraph

Article in Journal of diabetes research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Prediabetes: The Looming Burden for Australia.The Medical journal of Australia · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mingyue ZhengDiscipline of General Practice, Adelaide Medical School, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0002-7946-8911
Carla De Oliveira BernardoDiscipline of General Practice, Adelaide Medical School, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0001-6998-6419
Nigel StocksDiscipline of General Practice, Adelaide Medical School, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0002-9018-0361
David Gonzalez-ChicaDiscipline of General Practice, Adelaide Medical School, The University of Adelaide, Adelaide, Australia.ORCID https://orcid.org/0000-0002-7153-2878

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: To investigate the epidemiology of diabetes diagnosis and screening in Australian general practice. Methods: Cross-sectional study using electronic health records of 1,522,622 patients aged 18+ years attending 544 Australian general practices (MedicineInsight database). The prevalence of diagnosed diabetes and diabetes screening was explored using all recorded diagnoses, laboratory results, and prescriptions between 2016 and 2018. Their relationship with patient sociodemographic and clinical characteristics was also investigated. Results: Overall, 7.5% (95% CI 7.3, 7.8) of adults had diabetes diagnosis, 0.7% (95% CI 0.6, 0.7) prediabetes, and 0.3% (95% CI 0.3, 0.3) unrecorded diabetes/prediabetes (elevated glucose levels without a recorded diagnosis). Patients with unrecorded diabetes/prediabetes had clinical characteristics similar to those with recorded diabetes, except for a lower prevalence of overweight/obesity (55.5% and 69.9%, respectively). Dyslipidaemia was 1.8 times higher (36.2% vs. 19.7%), and hypertension was 15% more likely (38.6% vs. 33.8%) among patients with prediabetes than with diabetes. Diabetes screening (last three years) among people at high risk of diabetes was 55.2% (95% CI 52.7, 57.7), with lower rates among young or elderly males. Conclusions: Unrecorded diabetes/prediabetes is infrequent in Australian general practice, but prediabetes diagnosis was also lower than expected. Diabetes screening among high-risk individuals can be improved, especially in men, to enhance earlier diabetes diagnosis and management.

Indexed as

Diabetes Mellitus, Type 2General PracticePrediabetic StateAdolescentAdultAgedAustraliaCross-Sectional StudiesHumansMale

Identifiers

PMID35372584
PMCPMC8968388

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.