Population Description
A significant disparity exists across ethnic groups in terms of the prevalence of diabetes mellitus and the outcomes of the disease, notably among Maori females (Harwood & Tipene-Leach, 2007; bpacnz, 2022). Diabetic patients who are diagnosed early and treated successfully have a better chance of living long, productive lives (Simmons et al., 2017). Physical activity, a balanced diet that includes lots of fruits and vegetables, frequent examinations, and, in rare situations, medication are all required to achieve this goal. Fortunately, it’s something that can be avoided if you take precautions. Diabetes is a chronic disease with potentially lethal consequences, yet high-quality diabetes treatment remains extremely vital despite this. Because of the complex nature of diabetes, a rigorous and consistent strategy that tackles all layers of health factors is required (Yu et al., 2021). In accordance with the Levesque framework, the current article will investigate the health equity status of the Maori female (adult) population with regard to diabetes mellitus.
Diabetes is a major problem in New Zealand, which is compounded in part by the country having one of the world’s highest rates of obesity (Ng et al., 2014). Type 2 diabetes affects roughly 5 percent of the entire population, and it is anticipated to climb to 7 percent of the population by 2040. Type 1 diabetes affects approximately 5 percent of the total population (equating to approximately 430,000 persons with kind 2 diabetes). In the New Zealand, type 2 diabetes is the most prevalent type of diabetes to be diagnosed (PricewaterhouseCoopers New Zealand, 2021). The incidence of diabetes is highest in older age groups in New Zealand, reaching around 15–20 percent in those over 65 years of age; nevertheless, the prevalence of diabetes is increasing among younger individuals in the country (Ministry of Health, 2015). As reported by the Ministry of Health’s Virtual Diabetes Register, between 2006 and 2018, the prevalence of type 2 diabetes among people aged 30 to 39 years approximately doubled among people aged 30 to 39 years. The number of diagnoses in children under the age of 15 has increased as well, while the absolute numbers are still in the minority, according to the data (Sjardin et al., 2018). People of Mori, Pacific, and South Asian heritage, as well as those from low-income families, bear a disproportionate share of the burden of obesity and type 2 diabetes. If you look at those aged 25 to 39 years of Mori and Pacific ethnicity in comparison to people of European ethnicity, you will find that the prevalence of diabetes is around two to three times greater among Mori and Pacific adults.
Levesque Framework
Indigenous and non-European peoples, according to current estimations, are considered to have a higher incidence of type 2 diabetes than European civilizations. New Zealand is a significant example of this, where there are no long-term temporal trends in cause-specific clinical outcomes across Mori (Maori), Pacific (Pacific Islanders), and European ethnic groups (Europeans). According to new research, the worse health outcomes seen by Mori and Pacific people with type 2 diabetes have remained for more than two decades when compared to those experienced by European patients. This is despite the fact that there have been significant improvements in recent years (Atlantis et al., 2016). Preventive and more rigorous treatment strategies for type 2 diabetes, as well as new policies to encourage preventive and more intense care, are all essential components of any diabetes management strategy, regardless of the type of diabetes being addressed. In order to understand the biological and sociocultural factors that contribute to these variances, as well as the distinctions that exist between Mori and Pacific patients, additional study must be carried out. In 2013/14, oneself detailed predominance of type 2 diabetes among Mori grown-ups was around 50% higher than oneself revealed commonness of type 2 diabetes among non-Mori grown-ups; that is, oneself announced pervasiveness of type 2 diabetes among Mori grown-ups was roughly 50% higher than the commonness of type 2 diabetes among non-Mori grown-ups; that is, oneself detailed commonness of type 2 diabetes among Mori grown-ups was roughly 50% higher than the commonness of type 2 diabetes among non-Mori grown-ups (Ministry of Health, 2018). Language, culture, conventional information, and character, among other social determinants of native wellbeing, are crucial in understanding the relationship Mori have with their property and the mtauranga they laid out through numerous ages of the restorative characteristics found inside their rkau rongo. It is fascinating to take note of that conventional Mori mentalities with respect to logical review using creature models to assess rkau rongo are blended, yet at the same for the most part ideal. A recent concern inside the New Zealand wellbeing framework is the social issues encompassing Mori mana motuhake (self-assurance) of conventional rongo Mori mending rehearses, as well as the disparity experienced by numerous kairongo (rongo Mori experts and tohunga (healers) in contrast with standard medical services. Subsequently, a socially touchy and far reaching way to deal with T2DM care among Mori may be gainful (Koia and Shepherd, 2020).
Information About Screening
Because diabetes mellitus (DM) can develop in the mother during pregnancy, it is conceivable for the mother to acquire hidden or previously unrecognized pre-gestational diabetes mellitus (type 1 or type 2 diabetes (T1D, T2D) or gestational diabetes mellitus (GDM) in the pregnancy (DiP). It is estimated that at least 8–10 percent of pregnancies in Aotearoa/New Zealand are impacted by gestational diabetes or gestational malnutrition, an increase over the previous year’s figure of 5 percent (Coop et al., 2015). As a result of the fact that it poses a substantial threat to both maternal and fetal well-being at the same time, the growth in the incidence of DiP is worrying. Miscarriage, early labor, pre-eclampsia, macrosomia, neonatal hypoglycemia, and perinatal mortality are among the potential consequences of hyperglycemia during pregnancy. Having high blood sugar levels during pregnancy is also related to long-term concerns about the health and development of the child later in life. Understanding diagnosis
Since the signing of the Treaty of Waitangi in 1840 between the indigenous people of Aotearoa, New Zealand, and the British Crown, there have been substantial alterations in the population of Aotearoa, New Zealand. The population of Aotearoa, New Zealand, has changed significantly. A series of waves of Polynesian immigration from various Pacific Islands since the 1960s and from Asia since the 1980s, as well as Maori mobility into urban areas, have exposed these groups to Westernisation, resulting in an increase in the prevalence of obesity and type 2 diabetes among these individuals. The fact that Maori and Pacific’s peoples had a two- to four-fold higher frequency of type 2 diabetes than European New Zealanders has been known since the 1960s, and this finding has recently been confirmed in Asian New Zealanders as well (Koia & Shepherd, 2020). The overall management of glucose, blood pressure, and cholesterol levels are poorer in persons with diabetes who are of Maori or Pacific ancestry than in other people with diabetes, according to research.
Barriers must be removed at the federal and state levels in order for cross-sector operations to be more easily carried out at the local level. According to the Healthcare service, the government should create cross-agency coordination at the national level in order to achieve collective impact through alliancing at the local level in order to achieve the collective effect through alliancing at the local level. In particular, the establishment of a National Wellness Strategy that is inclusive of all government health and social agencies and that creates a national mandate for local cross-sector solutions is one of the proposals (Dawson et al., 2020). There should be no compromise on the necessity of advanced care planning or the availability of high-quality palliative care services when developing a strategy for this problem. More and more individuals will be cared for by family members and other carers in the future, owing to the government’s emphasis on keeping people healthy and living in their own homes in the country(Bhatta & Aryal, 2015). The Caring Communities Network (CCN) also recommends that the plan address the crucial issue of ensuring that caregivers are supported to do their jobs and remain well so that they can assist more people in the community (Hikaka et al., 2021). When compared to other ethnic groups in New Zealand, the Mori ethnic community has been shown to have persistent inequalities in health experiences and outcomes, according to new study. Customers’ experiences with health services and activities are a rich source of information on the variables that lead to health inequities in New Zealand, and their experiences are now being gathered to better understand these aspects. Current empirical investigations might serve as a starting point for the creation of new methodology for battling health inequalities produced by Mori consumer experiences, with the goal of creating techniques for reducing health disparities caused by Mori consumer experiences. Ultimately, the authors of this study expect that qualitative research will be conducted in the future to identify how Mori consumers’ experiences with health services and programmes in general are influenced by socioeconomic, political, and public policy factors. This research will lead to the development and implementation of a more complete set of structural policies to eradicate health inequities (Palmer et al., 2019).
Understanding Diagnosis
Patient-centered research may aid in the better understanding of customers’ experiences with, attitudes toward, and expectations for health-care products and services. Among other things, this sort of research may provide insights and knowledge that may be utilised to support improvements in the acceptability and quality of healthcare, among other things. Over the past two decades, there has been a significant increase in qualitative research, with the purpose of better understanding patient views in order to direct public policy and integrate healthcare progress with consumer preferences and expectations, among other things. Consumer and employee perspectives on clinical health research are increasingly being integrated, and this is especially true in the case of Mori customers and workers. Despite recent advances, indigenous and tribal peoples’ health results continue to be variable across a wide range of clinical settings in Aotearoa, New Zealand, as well as throughout the rest of the world, despite recent improvements. Important to note is that qualitative research can provide critical insights into the ways in which researchers view and conceptualise the patient experience, as well how those experiences are problematized and used as the basis for interventions to improve health outcomes. This is in addition to soliciting patient perspectives, which is an important benefit of qualitative research (Mokak, 2016).
Disregarding the way that early recognition and treatment of high paces of gestational diabetes mellitus (GDM) among Indigenous female could incredibly decrease maternal and newborn child difficulties, current medicines for Indigenous ladies give off an impression of being incapable. As indicated by Reid et al. (2018), while directing subjective exploration in a rustic local area in Northland, New Zealand to more readily comprehend the complexities of living with diabetes, they found a common enthusiastic talk about the trouble of diabetic pregnancies, which they marked as “troublesome.” According to the specialists, GDM was viewed as a certain hereditary problem that “simply runs in the family” because of intergenerational encounters instead of as a sickness. To some degree in view of the combined impacts of hardship and living with GDM, the existences of the individuals who took an interest were more troublesome. This included a feeling of powerlessness as well as sensations of mental inconvenience. Because of a botched opportunity for wellbeing administrations to identify and oversee diabetes, the ladies and their kids have encountered long haul wellbeing results, including cardiovascular illness. It was shown that positive communications with medical care experts benefited in the control of gestational diabetes and the support of ladies in taking care of oneself. They were resolute that medical care suppliers had neglected to mediate in manners that might have possibly diminished or kept the movement of GDM from type 2 diabetes in the Mori populace. Members perceived botched open doors for GDM indicative testing, treatment, and wellbeing advancement programs that might have been executed all the more effectively assuming they had been recognized before. Mental sicknesses were only from time to time tended to because of an absence of coordinated effort among wellbeing and social assistance organizations, and a pattern of intergenerational neediness and burden was allowed to proceed unabated for a really long time. These discoveries recommend that lengthy case the board methods, which incorporate whanau (family) support, contribution from social administrations, proof based medication, as well as type 2 diabetes long haul care and avoidance, might be practical to embrace (Rodriguez, 2013).
Approachability
Currently, the estimated annual cost of diabetes in New Zealand is $2.1 billion (0.67 percent of GDP), with projections indicating that by 2040, the figure will have increased to $3.5 billion in current dollars, representing a 63 percent rise from the current estimate of $2.1 billion. According to the World Bank, diabetes is expected to cost $3.5 billion in New Zealand by 2040, indicating a 63 percent raise over the preceding five-year period in the country. As a result of the significant increase in the number of people living with type 2 diabetes in New Zealand, the country is seeing an increase in the amount of money spent on healthcare-related expenses. In a recent study, the severity of the problem was analyzed, and the findings provided a convincing rationale for realigning policies and directing resources more efficiently to tackle the disease (Otago Medical School, 2021).
Diabetic care and service planning are directed by national standards for diabetic care (Quality Standards for Diabetes Care 2020), which are applied in both primary and secondary treatment settings to ensure that patients get patient-centered, equitable care. Diabetes incidence and demographic features of the local community should be taken into consideration while scaling up these measures. Another set of national or international guidelines, some of which are listed below, that emphasise specific clinical recommendations should be evaluated in conjunction with the standards in order to ensure that they are still relevant and up to date. This set of criteria has been developed specifically to suit the needs of people who have diabetes, and it is relevant to everyone who has any kind of diabetes, including type 1, type 2, and other less common types of diabetes, as well as those who do not have diabetes. People who have been diagnosed with prediabetes should be closely monitored and maintained in accordance with the most recent prediabetes guidelines available, according to guidelines provided by the Ministry of Public Health (Ministry of Health, 2020).
Self-Management
A health care worker can educate women regarding different self-care approaches.
All type 2 diabetics are obliged to do the following:
- Recieve structured self-management instruction that is of high quality, culturally appropriate, and specifically matched to their needs and circumstances. They will be educated about and provided access to support services and resources that are suitable and readily available in their community, as well as to those that are not. This will be done in collaboration with their whanau/family(Akbar et al., 2021).
- Everyone who comes to the clinic will receive individualized professional guidance on healthy lifestyle choices such as proper eating and frequent exercise. Assisting with behavioral change, smoking cessation counseling and support, as well as other services, will be provided as needed. A yearly minimum evaluation for the existence and future risk of cardiovascular disease as well as diabetes-related comorbidities will be offered to them as well(Gamble et al., 2015).
- When the findings of the risk assessment are known, they should be encouraged to participate in the formulation of their own treatment programs.
- Individualized Advice and assistance will be provided to those who have additional diabetes-related health conditions, such as obesity, sleep apnea, liver disease, excessive alcohol intake, oral/dental health, if necessary. It is planned that they will be evaluated on an annual basis for mental well-being and the existence of psychological disorders and diabetic discomfort and that they will be provided with prompt, professional support if necessary, as part of the diabetes management program(Simmons et al., 2017).
- All persons with diabetes will have the chance to review and discuss their prescriptions with their health-care team, that will be made accessible to them by their medical team, as soon as they are diagnosed. Medication must be taken and terminated as needed in order to lower heart disease risk, blood glucose concentrations, and other health problems. It will be ensured that they have access to hypoglycemia monitoring systems that is appropriate to the needs and requirements(Elley et al., 2010).
- Once determined to be essential, patients will undergo testing and get specialized treatment to reduce their cardiovascular and renal risks in accordance with current recommendations, which may include monitoring their blood pressure and cholesterol levels, among other things. Failure to accomplish the agreed-upon objectives will result in prompt access to appropriate professional support for those who fail to do so(Pylypchuk et al., 2020).
- A trained healthcare provider will educate the person with diabetes on how to appropriately use insulin if insulin is necessary as part of a planned program that will include instruction on how to properly use insulin whenever it is possible. Patients with diabetes will be aware of the resources available to them for immediate professional information and help in managing their disease.
- In addition to receiving regular retinal photography or an eye examination at nationally specified intervals, individuals will have access to fast, professional ophthalmological therapy if necessary.
- It will be necessary to undertake regular evaluations of renal function and proteinuria in order to determine whether or not progressive renal failure is present, and if the results are abnormal, it will be necessary to provide appropriate treatment or refer the patient to a specialist (Jefferies et al., 2012).
- A regular basis, at least once a year, foot analysis will be conducted to assess the potential of developing foot ulcers, which will be documented in accordance with national standards. They will be sent to a podiatrist for examination and, if necessary, treatment of their feet. Active foot issues will be referred to and addressed by a skilled multidisciplinary foot care team as soon as they are identified and within the timeframes that have been established in advance (Damm et al., 2013). Additionally, patients will be evaluated for any secondary problems, including such peripheral or autonomic neuropathy, and it will be offered appropriate medication if necessary. (Reid et al., 2019).
- The support of experts and specialists will be made available as soon as possible to those who are facing serious or escalating issues of any type. Access will be allowed only on the basis of clinical need, regardless of the kind of diabetes that is being addressed(Silvestre et al., 2017).
- All patients admitted to the medical clinic under any condition will be really focused on by staff who have gotten legitimate preparation and who will approach a diabetic group with long stretches of skill when important. In situations where it is clinically protected and proper, the possibility of self-observing will be investigated, and patients will be urged to deal with their own insulin when it is conceivable (Klefortova, 2012).
- Patients with uncontrolled diabetes or diabetic ketoacidosis, as well as those with recently analyzed type 2 diabetes, will be conceded and get instructive help prior to being released. Follow-up courses of action will be made in a joint effort with their essential consideration group as well as an expert diabetes group before release (Whitehead et al., 2017).
- Patients who have had extreme hypoglycemia requiring crisis division participation or hospitalization will be effectively followed up and treated in association with their essential consideration group or potentially specific group to decrease the gamble of repeat and readmission.
- A multidisciplinary group of formative specialists, female wellbeing trained professionals, wellbeing clinicians, social laborers, and dietitians will be accessible to youngsters with type or type 2 diabetes. The group will incorporate formative specialists, youth wellbeing subject matter experts, social laborers, and dietitians, among others. To guarantee a smooth progress from pediatric and juvenile administrations to grown-up administrations, individuals with diabetes and their whanau/families ought to be successfully upheld and get coordinated care during this period. People younger than 18 who have type 1 or type 2 diabetes will seek composed treatment, no matter what their age.
- If patients with type 1 and other insulin-subordinate diabetes need support, they will approach a profoundly gifted multidisciplinary group that remembers specialists for insulin siphons, ceaseless glucose observing frameworks (GCMS), and state of the art innovation, as well as ability in persistent glucose checking frameworks (GCMS).
- Diabetes patients who are powerless, like those living in private foundations or those experiencing psychological instability, scholarly inability, or mental hardships, will approach thorough treatment that is customized to their singular necessities.
- Diabetes victims who are experiencing surprising causes (like cystic fibrosis, monogenic, or post-pancreatectomy) will approach a group of specialists who have impressive aptitude in treating these circumstances.
- With follow-up after pregnancy, an expert will give timely professional guidance and treatment to pregnant women who have already developed diabetes, whether of type 1 or type 2 variety, or who are developing gestational diabetes (GDM).
- Women who have been diagnosed with diabetes will also be offered pre-conception therapy, which will provide them with the benefits of improved glycemic control as well as the capacity to plan their pregnancy more successfully.
- Women who do not wish to become pregnant will be given information on effective contraceptive methods to avoid pregnancy.
- Diabetes treatment progress must put equity at the forefront of its efforts if it is to be successful. Mortality rates among Mori and Pacific people are higher than those among the general population, and they have a shorter life expectancy as well. To enhance treatment delivery, services will be co-designed with patients and culturally suitable to their needs in accordance with Whakamaua & Ola Manuia, the Mori Health Action Plan, and the Pacific Health and Wellbeing Action Plans 2020–2025.
- Each district health board (DHB) will have a working diabetes administration bunch, which will be liable for checking and assessing the execution of diabetes administrations all through their locale and essential medical care associations (PHOs). Notwithstanding clinical agents from all PHOs and auxiliary consideration particular administrations, it will incorporate delegates from buyers (counting Mori, Pacific individuals, and other ethnic networks, as fitting), DHB and PHO organization, and different suppliers as required.
- People in each DHB diabetic administration board of trustees will have total and ideal admittance to PHO and DHB execution information, and they will utilize this data to advance value and nature of patient consideration all through the PHO/DHB. This will incorporate nationality examinations, hardship investigation, and, if reasonable, rurality studies, in addition to other things.
- The administration bunch will, at suitable spans, lead a stocktake of its exhibition comparable to these rules, the discoveries of which will be imparted to the Ministry of Health as per the understanding came to. This will contain identity and hardship appraisals, in addition to other things.
- For those areas in which smaller DHBs do not have the necessary specialist competence, they will make arrangements with nearby or nearby larger DHBs to offer any services that are not available in their immediate area of responsibility.
Conclusion
Health care access and accessibility have grown increasingly significant in recent years, and the framework synthesis outlined in this research contributes to the expanding body of knowledge in this area of study. According to the findings of the study, Indigenous peoples’ ability to access healthcare services is impacted by social and cultural determinants of health, which are discussed in more detail below. The method by which Indigenous health care providers are addressing these challenges, as well as the reasons why they are in the best position to do so, are also discussed.
References
Akbar, H., Gallegos, D., Anderson, D., & Windsor, C. (2021). Deconstructing type 2 diabetes self?management of Australian Pacific Islander women: Using a community participatory research and talanoa approach. Health & Social Care in the Community. https://doi.org/10.1111/hsc.13580
Atlantis, E., Joshy, G., Williams, M., & Simmons, D. (2016). Diabetes Among M?ori and Other Ethnic Groups in New Zealand. Diabetes Mellitus in Developing Countries and Underserved Communities, 165–190. https://doi.org/10.1007/978-3-319-41559-8_10
Bhatta, D. N., & Aryal, U. R. (2015). Paternal Factors and Inequity Associated with Access to Maternal Health Care Service Utilization in Nepal: A Community Based Cross-Sectional Study. PLOS ONE, 10(6), e0130380. https://doi.org/10.1371/journal.pone.0130380
bpacnz. (2022). A rising tide of type 2 diabetes in younger people: what can primary care do? | Diabetes Toolbox | bpacnz. Bpac.org.nz. https://bpac.org.nz/2021/diabetes-younger.aspx
Coop, C., Edlin, R., Brown, J., & Farquhar, C. (2015). Cost-effectiveness of the New Zealand diabetes in pregnancy guideline screening recommendations. BMJ Open, 5(6), e006996–e006996. https://doi.org/10.1136/bmjopen-2014-006996
Damm, J. A., Asbjornsdottir, B., Callesen, N. F., Mathiesen, J. M., Ringholm, L., Pedersen, B. W., & Mathiesen, E. R. (2013). Diabetic Nephropathy and Microalbuminuria in Pregnant Women With Type 1 and Type 2 Diabetes: Prevalence, antihypertensive strategy, and pregnancy outcome. Diabetes Care, 36(11), 3489–3494. https://doi.org/10.2337/dc13-1031
Dawson, A. Z., Walker, R. J., Campbell, J. A., Davidson, T. M., & Egede, L. E. (2020). Telehealth and indigenous populations around the world: a systematic review on current modalities for physical and mental health. MHealth, 6(0). https://doi.org/10.21037/mhealth.2019.12.03
Elley, C. R., Robinson, E., Kenealy, T., Bramley, D., & Drury, P. L. (2010). Derivation and Validation of a New Cardiovascular Risk Score for People With Type 2 Diabetes: The New Zealand Diabetes Cohort Study. Diabetes Care, 33(6), 1347–1352. https://doi.org/10.2337/dc09-1444
Gamble, E., Parry-Strong, A., Coppell, K. J., McBain, L., Bingham, L. J., Dutton, L., Tapu-Ta’ala, S., Smith, R. B. W., Howells, J., Metekingi, H., & Krebs, J. D. (2015). Development of a structured diabetes self-management education program specific to the cultural and ethnic population of New Zealand. Nutrition & Dietetics, 74(4), 415–422. https://doi.org/10.1111/1747-0080.12148
Harwood, M., & Tipene-Leach, D. (2007). Hauora: M?ori Standards of Health IV 160.
https://www.otago.ac.nz/wellington/otago067748.pdf
Hikaka, J., Jones, R., Hughes, C., Amende, H., Connolly, M. J., & Martini, N. (2021). Clinical expertise, advocacy and enhanced autonomy – Acceptability of a pharmacist-facilitated medicines review intervention for community-dwelling M?ori older adults. Exploratory Research in Clinical and Social Pharmacy, 2, 100010. https://doi.org/10.1016/j.rcsop.2021.100010
Jefferies, C., Carter, P., Reed, P. W., Cutfield, W., Mouat, F., Hofman, P. L., & Gunn, A. J. (2012). The incidence, clinical features, and treatment of type 2 diabetes in children <15 yr in a population-based cohort from Auckland, New Zealand, 1995-2007. Pediatric Diabetes, 13(4), 294–300. https://doi.org/10.1111/j.1399-5448.2011.00851.x
Klefortova, I. I. (2012). Influence of intensive glycemic control on development and progression of diabetic nephropathy in patientswith type 2 diabetes mellitus (based on results from ADVANCE study). Diabetes Mellitus, 15(3), 87. https://doi.org/10.14341/2072-0351-6091
Koia, J. H., & Shepherd, P. (2020). The Potential of Anti-Diabetic R?kau Rongo? (M?ori Herbal Medicine) to Treat Type 2 Diabetes Mellitus (T2DM) Mate Huka: A Review. Frontiers in Pharmacology, 11. https://doi.org/10.3389/fphar.2020.00935
Ministry of Health. (2015). Living Well with Diabetes. Ministry of Health NZ. https://www.health.govt.nz/publication/living-well-diabetes
Ministry of Health. (2018). Diabetes. Ministry of Health NZ. https://www.health.govt.nz/our-work/populations/maori-health/tatau-kahukura-maori-health-statistics/nga-mana-hauora-tutohu-health-status-indicators/diabetes
Ministry of Health. (2020). Quality Standards for Diabetes Care 2020. Ministry of Health NZ. https://www.health.govt.nz/our-work/diseases-and-conditions/diabetes/quality-standards-diabetes-care-2020
Mokak, R. (2016). The health of indigenous and tribal peoples across the world: The Lancet–Lowitja Institute Global Collaboration. Medical Journal of Australia, 205(1), 6–6. https://doi.org/10.5694/mja16.00487
Ng, M., Fleming, T., Robinson, M., Thomson, B., Graetz, N., Margono, C., Mullany, E. C., Biryukov, S., Abbafati, C., Abera, S. F., Abraham, J. P., Abu-Rmeileh, N. M. E., Achoki, T., AlBuhairan, F. S., Alemu, Z. A., Alfonso, R., Ali, M. K., Ali, R., Guzman, N. A., & Ammar, W. (2014). Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet (London, England), 384(9945), 766–781. https://doi.org/10.1016/S0140-6736(14)60460-8
Otago Medical School. (2021). 24 March 2021, The social and economic cost of type 2 diabetes. University of Otago. https://www.otago.ac.nz/oms/engage/news/otago825779.html
Palmer, S. C., Gray, H., Huria, T., Lacey, C., Beckert, L., & Pitama, S. G. (2019). Reported M?ori consumer experiences of health systems and programs in qualitative research: a systematic review with meta-synthesis. International Journal for Equity in Health, 18(1). https://doi.org/10.1186/s12939-019-1057-4
PricewaterhouseCoopers New Zealand. (2021). The Economic and Social Cost of Type 2 Diabetes. https://healthierlives.co.nz/wp-content/uploads/Economic-and-Social-Cost-of-Type-2-Diabetes-FINAL-REPORT.pdf
Pylypchuk, R., Wells, S., Kerr, A., Poppe, K., Harwood, M., Mehta, S., Grey, C., Wu, B. P., Selak, V., Drury, P. L., Chan, W. C., Orr-Walker, B., Murphy, R., Mann, J., Krebs, J. D., Zhao, J., & Jackson, R. (2020). Cardiovascular Risk Prediction in Type 2 Diabetes Before and After Widespread Screening: A Derivation and Validation Study. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3742283
Reid, J., Anderson, A., Cormack, D., Reid, P., & Harwood, M. (2018). The experience of gestational diabetes for indigenous M?ori women living in rural New Zealand: qualitative research informing the development of decolonising interventions. BMC Pregnancy and Childbirth, 18(1). https://doi.org/10.1186/s12884-018-2103-8
Reid, J., Koopu, P., Burkhardt, N., Stewart, T., Anderson, A., & Harwood, M. (2019). Oral and dental health and health care for M?ori with type 2 diabetes: A qualitative study. Community Dentistry and Oral Epidemiology. https://doi.org/10.1111/cdoe.12501
Rodriguez, L. (2013). The subjective experience of Polynesians in the Australian health system. Health Sociology Review, 22(4), 411–421. https://doi.org/10.5172/hesr.2013.22.4.411
Silvestre, M. P., Jiang, Y., Volkova, K., Chisholm, H., Lee, W., & Poppitt, S. D. (2017). Evaluating FINDRISC as a screening tool for type 2 diabetes among overweight adults in the PREVIEW:NZ cohort. Primary Care Diabetes, 11(6), 561–569. https://doi.org/10.1016/j.pcd.2017.07.003
Simmons, D., Kumar, S., Crook, N., & Rush, E. (2017). Diabetes among M?ori women with self-reported past gestational diabetes mellitus in a New Zealand M?ori community. Australian and New Zealand Journal of Obstetrics and Gynaecology, 57(6), 599–603. https://doi.org/10.1111/ajo.12639
Sjardin, N., Reed, P., Albert, B., Mouat, F., Carter, P. J., Hofman, P., Cutfield, W., Gunn, A., & Jefferies, C. (2018). Increasing incidence of type 2 diabetes in New Zealand children <15 years of age in a regional-based diabetes service, Auckland, New Zealand. Journal of Paediatrics and Child Health, 54(9), 1005–1010. https://doi.org/10.1111/jpc.13924
Whitehead, L. C., Crowe, M. T., Carter, J. D., Maskill, V. R., Carlyle, D., Bugge, C., & Frampton, C. M. A. (2017). A nurse-led education and cognitive behaviour therapy-based intervention among adults with uncontrolled type 2 diabetes: A randomised controlled trial. Journal of Evaluation in Clinical Practice, 23(4), 821–829. https://doi.org/10.1111/jep.12725
Yu, D., Zhao, Z., Osuagwu, U. L., Pickering, K., Baker, J., Cutfield, R., Orr-Walker, B. J., Cai, Y., & Simmons, D. (2021). Ethnic differences in mortality and hospital admission rates between M?ori, Pacific, and European New Zealanders with type 2 diabetes between 1994 and 2018: a retrospective, population-based, longitudinal cohort study. The Lancet Global Health, 9(2), e209–e217. https://doi.org/10.1016/S2214-109X(20)30412-5