Evidence map›Paper›PMID 41024742›Full record

Observational studyThe Australian journal of rural health2025

Type 2 Diabetes Management in Aotearoa New Zealand: A Comparison of Urban and Rural Primary Care Clinics.

Sara Mustafa, Mark Rodrigues, Ross Lawrenson, Jo Scott-Jones, Valentina Papa, Jinru Zhao, Rebekah Crosswell, Tim Kenealy, Rinki Murphy, Rawiri Keenan and 3 more

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in The Australian journal of rural health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Observational
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

13 authors.

Sara MustafaDivision of Health, University of Waikato, Hamilton, New Zealand.ORCID 0000-0001-5902-5622
Mark RodriguesDivision of Health, University of Waikato, Hamilton, New Zealand.
Ross LawrensonDivision of Health, University of Waikato, Hamilton, New Zealand.
Jo Scott-JonesPinnacle Primary Healthcare Organisation, Waikato, New Zealand.
Valentina PapaTe Whatu Ora Health New Zealand Waikato, Hamilton, New Zealand.
Jinru ZhaoDivision of Health, University of Waikato, Hamilton, New Zealand.
Rebekah CrosswellDivision of Health, University of Waikato, Hamilton, New Zealand.ORCID 0009-0001-0706-7086
Tim KenealyFaculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Rinki MurphyFaculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Rawiri KeenanDivision of Health, University of Waikato, Hamilton, New Zealand.
Allan MoffittProcare Health Limited, Auckland, New Zealand.
Ryan PaulDivision of Health, University of Waikato, Hamilton, New Zealand.
Lynne ChepulisDivision of Health, University of Waikato, Hamilton, New Zealand.ORCID 0000-0002-9661-4669

Funding

Health Research Council of New Zealand 21/839
6 · The paper itself

Abstract

objectiveTo examine the demographic differences between individuals with Type 2 Diabetes (T2D) enrolled in rural and urban clinics and evaluate the quality of care they receive.

designCross-sectional observational study.

settingPrimary care data from four large Primary Healthcare Organisations across the Auckland and Waikato regions of New Zealand.

participantsPatients aged 18-75 years with T2D from February 2021 to August 2022. MAIN OUTCOMES MEASURES: Associations between rurality and sociodemographic variables, clinical measures, and prescribing rates.

resultsA total of 56 937 patients with T2D were included, with 85.3% enrolled in urban practices and 14.7% in rural. Rural clinics had a significantly higher proportion of Māori individuals than urban clinics (31.4% vs. 17.4%). Patients in rural clinics had lower but not clinically significant reductions in mean HbA1c, LDL-c, blood pressure, and eGFR than those in urban clinics; however, the number of laboratory tests completed during the study period was lower in rural clinics. Māori were less likely to receive HbA1c and uACR tests than non-Māori. Clinically indicated prescribing for metformin (79.1% vs. 72.5%), ACE inhibitors (80.5% vs. 75.2%), and statins (61.2% vs. 54.4%) was higher in patients enrolled in urban than rural clinics (all p < 0.05), and regression showed lower odds of insulin (OR: 0.65, 95% CI: 0.61-0.69) and SGLT2i/GLP1RA (OR: 0.87, 95% CI: 0.82-0.93) prescribing in rural clinics (both p < 0.001).

conclusionTargeted strategies are needed to address the disparities in T2D care for patients in rural clinics, as well as Māori, particularly optimizing medication prescribing and laboratory tests to improve overall care.

Indexed as

Diabetes Mellitus, Type 2Primary Health CareRural Health ServicesRural PopulationUrban Health ServicesAdolescentAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNew ZealandUrban PopulationYoung Adultaccess to medicationschronic disease managementhealthcare accesshealth inequityprimary healthcare

Identifiers

PMID41024742
PMCPMC12481175

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.