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Carbohydrate Reduction and a Holistic Model of Care in Diabetes Management: Insights from a Retrospective Multi-Year Audit in New Zealand

aut.relation.endpage3953
aut.relation.issue24
aut.relation.journalNutrients
aut.relation.startpage3953
aut.relation.volume17
dc.contributor.authorZinn, C
dc.contributor.authorCampbell, JL
dc.contributor.authorFraser, L
dc.contributor.authorDavies, G
dc.contributor.authorHawkins, M
dc.contributor.authorCurrie, O
dc.contributor.authorCannons, J
dc.contributor.authorUnwin, D
dc.contributor.authorCrofts, C
dc.contributor.authorStewart, T
dc.contributor.authorSchofield, G
dc.date.accessioned2026-01-06T23:02:26Z
dc.date.available2026-01-06T23:02:26Z
dc.date.issued2025-12-17
dc.description.abstractBackground/Objectives: The global epidemic of type 2 diabetes (T2D) is a critical public health issue, particularly in New Zealand, where prevalence rates are high, especially among Māori and Pacific people. Recent research indicates that dietary interventions, particularly carbohydrate reduction, can lead to the remission or reversal of T2D. However, little is known about how such approaches perform when implemented in routine New Zealand primary care, particularly within high-risk and underserved populations. This study aimed to evaluate changes in HbA1c, diabetes status, and cardiometabolic outcomes among adults with prediabetes and T2D engaged in such a model of care. Methods: This study reports findings from a retrospective, observational, real-world, multi-site clinical audit (service evaluation) of a holistic model of care implemented in three primary care practices in New Zealand. The model of care is characterised by a three-pronged approach: whole food, carbohydrate reduction; a health-coach, behaviour-change-based delivery approach; and community- or peer-based initiatives. Audit data from 106 patients with prediabetes (PD) and T2D were analysed (median follow-up 19 months; IQR 6–32) to assess changes in glycosylated haemoglobin (HbA1c) levels, diabetes status, and cardiometabolic outcomes. Results: We observed an overall reduction in HbA1c (median change −3 mmol/mol (IQR: −7 to 3), p = 0.004), with 32% of patients with T2D at baseline achieving reversal and 44% of those with PD attaining normoglycaemia at final follow-up. Weight loss was associated with greater HbA1c reduction (0.56 mmol/mol decrease per kg lost) and additional improvements seen in lowered alanine aminotransferase (ALT). HDL cholesterol showed a small decline (r = 0.31), and triglycerides and blood pressure showed no significant change, indicating that these measures remained broadly stable over the evaluation period. Conclusions: Given the retrospective and uncontrolled audit design, findings should be interpreted with appropriate caution. However, the consistent improvements observed across multiple practices suggest that carbohydrate-reduction strategies within holistic models of care can meaningfully improve diabetes outcomes in real-world primary care settings. Future research should evaluate longer-term sustainability, implementation fidelity, and the applicability of this model at scale, particularly for Māori and Pacific communities.
dc.identifier.citationNutrients, ISSN: 2072-6643 (Print); 2072-6643 (Online), MDPI AG, 17(24), 3953-3953. doi: 10.3390/nu17243953
dc.identifier.doi10.3390/nu17243953
dc.identifier.issn2072-6643
dc.identifier.issn2072-6643
dc.identifier.urihttp://hdl.handle.net/10292/20447
dc.languageeng
dc.publisherMDPI AG
dc.relation.urihttps://www.mdpi.com/2072-6643/17/24/3953
dc.rights© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
dc.rights.accessrightsOpenAccess
dc.subjectcarbohydrate reduction
dc.subjecthealth-coaching
dc.subjectholistic
dc.subjectprediabetes
dc.subjectremission
dc.subject4203 Health Services and Systems
dc.subject4206 Public Health
dc.subject42 Health Sciences
dc.subjectClinical Research
dc.subjectNutrition
dc.subjectDiabetes
dc.subject7.1 Individual care needs
dc.subject8.1 Organisation and delivery of services
dc.subjectMetabolic and endocrine
dc.subject3 Good Health and Well Being
dc.subject0908 Food Sciences
dc.subject1111 Nutrition and Dietetics
dc.subject3202 Clinical sciences
dc.subject3210 Nutrition and dietetics
dc.subject.meshHumans
dc.subject.meshNew Zealand
dc.subject.meshRetrospective Studies
dc.subject.meshDiabetes Mellitus, Type 2
dc.subject.meshMale
dc.subject.meshFemale
dc.subject.meshMiddle Aged
dc.subject.meshGlycated Hemoglobin
dc.subject.meshAged
dc.subject.meshPrimary Health Care
dc.subject.meshPrediabetic State
dc.subject.meshDiet, Carbohydrate-Restricted
dc.subject.meshAdult
dc.subject.meshBlood Glucose
dc.subject.meshDietary Carbohydrates
dc.subject.meshHumans
dc.subject.meshNew Zealand
dc.subject.meshRetrospective Studies
dc.subject.meshDiabetes Mellitus, Type 2
dc.subject.meshMale
dc.subject.meshFemale
dc.subject.meshMiddle Aged
dc.subject.meshGlycated Hemoglobin
dc.subject.meshAged
dc.subject.meshPrimary Health Care
dc.subject.meshPrediabetic State
dc.subject.meshDiet, Carbohydrate-Restricted
dc.subject.meshAdult
dc.subject.meshBlood Glucose
dc.subject.meshDietary Carbohydrates
dc.titleCarbohydrate Reduction and a Holistic Model of Care in Diabetes Management: Insights from a Retrospective Multi-Year Audit in New Zealand
dc.typeJournal Article
pubs.elements-id749215

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