1
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Hennessy LD, De Lange M, Wiltshire EJ, Jefferies C, Wheeler BJ. Youth and non-European ethnicity are associated with increased loss of publicly funded insulin pump access in New Zealand people with type 1 diabetes. Diabet Med 2021; 38:e14450. [PMID: 33131079 DOI: 10.1111/dme.14450] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 10/23/2020] [Accepted: 10/29/2020] [Indexed: 12/21/2022]
Abstract
AIMS Continuous subcutaneous insulin infusion (CSII) has been publicly funded in New Zealand for people living with type 1 diabetes since 2012. The aim of the current study was to investigate the loss of access, once obtained, to public-funded CSII. The frequency and socio-demographics of access, and loss, to CSII spanning the period 2012 to 2018 were examined. METHODS Nationally held data collections including the New Zealand Virtual Diabetes Register were used to calculate the overall and subgroup proportions using and ceasing CSII. A logistic regression model was used to estimate odds ratios for pump use for the predictor variables (sex, age group, ethnicity and deprivation index) and to calculate odds ratios for pump cessation for the same demographic factors. RESULTS Once CSII access is obtained, approximately 4% per year cease CSII in a subsequent year. This cessation of publicly funded CSII was not distributed equally among the population, showing over-representation in youth (aged 10-29 years) and non-Europeans, in particular Māori and Pasifika. Compounding this, it remains less likely for people with diabetes to initially access publicly funded CSII in New Zealand if they are non-European and more socio-economically deprived. CONCLUSIONS In New Zealand, Māori and Pasifika, as well as youth, are over-represented in the cessation of CSII in comparison with Europeans and all other age groups. These groups are also less likely to gain initial access to public funding. Efforts to understand and reduce these disparities are needed, including review of current public funding access criteria.
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Affiliation(s)
| | - Michel De Lange
- Biostatistics Centre, University of Otago, Dunedin, New Zealand
| | - Esko J Wiltshire
- Paediatrics and Child Health, University of Otago Wellington, Wellington, New Zealand
| | - Craig Jefferies
- Paediatric Endocrinology, Starship Children's Health, Auckland, New Zealand
| | - Benjamin J Wheeler
- Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
- Department of Women's and Children's Health, University of Otago, Dunedin, New Zealand
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2
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Zabeen B, Nahar J, Islam N, Azad K, Donaghue K. Effects of Continuous Subcutaneous Insulin Infusion on Glycaemic Control and Acute Complications in Young People with Type 1 Diabetes in Bangladesh. DUBAI DIABETES AND ENDOCRINOLOGY JOURNAL 2020. [DOI: 10.1159/000511241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
<b><i>Objective:</i></b> The objective of this study was to assess the effects of continuous subcutaneous insulin infusion (CSII) therapy on glycaemic control and acute complications in children, adolescents, and young adults with type 1 diabetes mellitus (T1DM). <b><i>Methods:</i></b> The prospective observational study was done in patients on multiple daily injection (MDI) switching to pump system. All patients were followed at the Paediatric Diabetes Clinic at BIRDEM Hospital. They were trained on carbohydrates counting and started on continuous basal insulin infusion in addition to meal and high blood glucose correction insulin boluses. They were followed on insulin pump therapy for a 6-month period. <b><i>Results:</i></b> Twenty patients were analysed, from baseline to visit 2 after 6 months. The patients included in the study had T1DM for a mean duration of 4.7 ± 3.1 years. The age ranged from 3 to 25 years (mean 13.7 ± 6.1). There was 1% reduction in haemoglobin A1c (HbA1c) after 6 months, though it did not reach the statistical significance (<i>p</i> = 0.084). There was significant reduction of mean fasting blood glucose level 13.4 ± 7.0 versus 6.9 ± 1.6 mmol/L (<i>p</i> = 0.001), total insulin requirement (<i>p</i> = 0.043), frequency of hypoglycaemic episodes (<i>p</i> = 0.006), and diabetic ketoacidosis (<i>p</i> = 0.002) events during CSII therapy. <b><i>Conclusion:</i></b> In our study, we found that switching young T1DM patients from MDI to insulin pump had been effective with achievement of a reduction in fasting blood glucose, HbA1c, and acute complications.
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3
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Chepulis L, Tamatea JAU, Wang C, Goldsmith J, Mayo CTH, Paul RG. Glycaemic control across the lifespan in a cohort of New Zealand patients with type 1 diabetes mellitus. Intern Med J 2020; 51:725-731. [PMID: 32175657 DOI: 10.1111/imj.14816] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 02/19/2020] [Accepted: 03/09/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND It is well known that tight glycaemic control reduces all-cause mortality and the development of microvascular complications in patients with type 1 diabetes mellitus (T1D), but that effective glycaemic control is difficult to achieve in different age groups. Currently, the state of glycaemic control across the lifespan in patients with T1D in New Zealand is not known. AIM To determine the differences in glycaemic control with age, gender, rurality and ethnicity in patients with T1D in the Waikato region of New Zealand. METHODS Retrospective review of clinical records of all patients with T1D on the Waikato Regional Diabetes Database in December 2017 (n = 1303). Glycaemic control was determined by the most recent HbA1c in the past 2 years. RESULTS Median (25%, 75%) HbA1c was 67 (59, 81) mmol/mol (8.3%) and highest in those aged 15-29 years. Values exceeded clinical recommendations in 85.3% of all patients. Median HbA1c was lower in patients on insulin pump therapy than on multiple daily injections (63 (7.9%) versus 69 mmol/mol (8.5%); P < 0.001), though insulin pumps were significantly less likely to be used by Māori (P = 0.003) and men (P < 0.0001). Worsening glycaemic control was associated with increasing social deprivation (P < 0.001) but was not influenced by rural/urban living. CONCLUSIONS Poor glycaemic control in Waikato patients with T1D is likely due to inequities in health care, including reduced access to insulin pump therapy, particularly in Māori and socially deprived populations.
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Affiliation(s)
- Lynne Chepulis
- Waikato Medical Research Centre, University of Waikato, Hamilton, New Zealand
| | - Jade A U Tamatea
- Waikato Medical Research Centre, University of Waikato, Hamilton, New Zealand.,Te Kupenga Hauora Māori, University of Auckland, Auckland, New Zealand
| | - Chris Wang
- Dunedin School of Medicine, Univeristy of Otago, Dunedin, New Zealand
| | - John Goldsmith
- Waikids Paediatric Diabetes Service, Waikato District Health Board, Hamilton, New Zealand
| | | | - Ryan G Paul
- Waikato Medical Research Centre, University of Waikato, Hamilton, New Zealand.,Waikato Regional Diabetes Service, Waikato District Health Board, Hamilton, New Zealand
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4
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Deeb A, Akle M, Abdulrahman L, Suwaidi H, Awad S, Remeithi S. Using insulin pump with a remote-control system in young patients with diabetes improves glycemic control and enhances patient satisfaction. Clin Diabetes Endocrinol 2019; 5:7. [PMID: 31183161 PMCID: PMC6555038 DOI: 10.1186/s40842-019-0081-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 05/26/2019] [Indexed: 11/23/2022] Open
Abstract
Background Insulin delivery triggered by a remote control is an advanced feature offered by newer insulin pump systems. These remote-integrated pump systems might further improve glycemic control and patient satisfaction. This study aims at assessing the effects of advanced insulin pump system on patients with type 1 diabetes mellitus (T1DM). Methods The prospective, observational study in two centers addressed patients on multiple daily injection (MDI) switching to an integrated pump system (primary: adolescents and young adults, secondary: school-children). Treatment and patient satisfaction parameters were recorded at baseline and at two visits at 12 and 24 weeks. Results Thirty-eight patients were analyzed; primary n = 24 (mean-age 16) and secondary n = 14 (mean-age 9). From baseline to visit2, the mean decrease of HbA1c was 1.09% (p = 0.00009) and 0.79% (p = 0.09) for the primary and secondary group, respectively. Patient satisfaction rate was favorable. Exploratory analyses revealed patients favoring the use of the remote control achieved best reductions in HbA1c (p = 0.0174). Safety was encouraging with no adverse events in the period from visit1 to visit2. Conclusions Switching young T1DM patients from MDI to a remote control-integrated pump system achieved a reductions in HbA1c and insulin dose. Positive attitude towards remote operating enhanced these effects. Patient satisfaction has markedly improved. Electronic supplementary material The online version of this article (10.1186/s40842-019-0081-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Asma Deeb
- 1Paediatric Endocrinology Department, Mafraq Hospital, Abu Dhabi, P O Box, 2951 United Arab Emirates
| | - Mariette Akle
- 1Paediatric Endocrinology Department, Mafraq Hospital, Abu Dhabi, P O Box, 2951 United Arab Emirates
| | - Layla Abdulrahman
- 1Paediatric Endocrinology Department, Mafraq Hospital, Abu Dhabi, P O Box, 2951 United Arab Emirates
| | - Hana Suwaidi
- 1Paediatric Endocrinology Department, Mafraq Hospital, Abu Dhabi, P O Box, 2951 United Arab Emirates
| | - Samar Awad
- 2Paediatric Endocrinology Department, Shaikh Khalifa Medical City, Abu Dhabi, UAE
| | - Sareea Remeithi
- 2Paediatric Endocrinology Department, Shaikh Khalifa Medical City, Abu Dhabi, UAE
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5
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Burckhardt MA, Smith GJ, Cooper MN, Jones TW, Davis EA. Real-world outcomes of insulin pump compared to injection therapy in a population-based sample of children with type 1 diabetes. Pediatr Diabetes 2018; 19:1459-1466. [PMID: 30129154 DOI: 10.1111/pedi.12754] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 06/18/2018] [Accepted: 07/26/2018] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Long-term glycemic outcomes in people with type 1 diabetes (T1D) on insulin pump therapy (continuous subcutaneous insulin infusion [CSII]) with appropriate control data are limited. Randomized controlled studies of technology in diabetes care are generally limited in duration and likely to have a selection bias. Hence, evaluation of population-based data provides a robust alternative evaluation of the benefits of insulin pump therapy. AIM To investigate the outcomes of insulin pump therapy, as compared to injection therapy, in children with T1D attending a state-wide diabetes service in Western Australia. METHODS Patients using insulin pump therapy between January 1999 and July 2016 were matched to patients on injection therapy on the basis of age, date of diagnosis, and hemoglobin A1C (HbA1c) at the start of pump therapy. RESULTS A total of 513 pump-injection matches were identified. The pump cohort had a significantly lower mean HbA1c for the first 6 years of follow-up. The difference in HbA1c between the cohorts was observed by 6 months (3 mmol/mol [0.3%], standard error of the mean (SEM) 0.05, N = 463 matched pairs, P < 0.001) and was sustained with the greatest difference in HbA1c at 6 years (4 mmol/mol [0.4%], SEM 0.21, N = 112 matched pairs, P = 0.04). Beyond 6 years of follow-up, the HbA1c was not significantly lower in the pump cohort (N < 70 matched pairs). CONCLUSIONS Patients using insulin pump therapy had a better long-term glycemic control relative to the matched injection therapy cohort. Large population-based cohort studies using real-world data provide a valuable perspective on evaluation of new technologies in children with T1D.
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Affiliation(s)
- Marie-Anne Burckhardt
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia.,Division of Paediatrics, Medical School, The University of Western Australia, Perth, Australia
| | - Grant J Smith
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia
| | - Matthew N Cooper
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia
| | - Timothy W Jones
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia.,Division of Paediatrics, Medical School, The University of Western Australia, Perth, Australia
| | - Elizabeth A Davis
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia.,Division of Paediatrics, Medical School, The University of Western Australia, Perth, Australia
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6
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Gloaguen E, Bendelac N, Nicolino M, Julier C, Mathieu F. A systematic review of non-genetic predictors and genetic factors of glycated haemoglobin in type 1 diabetes one year after diagnosis. Diabetes Metab Res Rev 2018; 34:e3051. [PMID: 30063815 DOI: 10.1002/dmrr.3051] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 07/20/2018] [Accepted: 07/23/2018] [Indexed: 12/13/2022]
Abstract
Type 1 diabetes (T1D) results from autoimmune destruction of the pancreatic βcells. Although all T1D patients require daily administration of exogenous insulin, their insulin requirement to achieve good glycaemic control may vary significantly. Glycated haemoglobin (HbA1c) level represents a stable indicator of glycaemic control and is a reliable predictor of long-term complications of T1D. The purpose of this article is to systematically review the role of non-genetic predictors and genetic factors of HbA1c level in T1D patients after the first year of T1D, to exclude the honeymoon period. A total of 1974 articles published since January 2011 were identified and 78 were finally included in the analysis of non-genetic predictors. For genetic factors, a total of 277 articles were identified and 14 were included. The most significantly associated factors with HbA1c level are demographic (age, ethnicity, and socioeconomic status), personal (family characteristics, parental care, psychological traits...) and features related to T1D (duration of T1D, adherence to treatment …). Only a few studies have searched for genetic factors influencing HbA1c level, most of which focused on candidate genes using classical genetic statistical methods, with generally limited power and incomplete adjustment for confounding factors and multiple testing. Our review shows the complexity of explaining HbA1c level variations, which involves numerous correlated predictors. Overall, our review underlines the lack of studies investigating jointly genetic and non-genetic factors and their interactions to better understand factors influencing glycaemic control for T1D patients.
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Affiliation(s)
- Emilie Gloaguen
- Inserm UMRS-958, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | | | - Marc Nicolino
- Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon, Bron, France
| | - Cécile Julier
- Inserm UMRS-958, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, Paris, France
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7
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Reidy C, Bracher M, Foster C, Vassilev I, Rogers A. The process of incorporating insulin pumps into the everyday lives of people with Type 1 diabetes: A critical interpretive synthesis. Health Expect 2018; 21:714-729. [PMID: 29418050 PMCID: PMC6117487 DOI: 10.1111/hex.12666] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/14/2017] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Insulin pump therapy (IPT) is a technological advancement that has been developed to help people manage Type 1 diabetes (T1D). However, ways of managing diabetes requiring the implementation of health technologies bring new complexities and a need to understand the factors which enable people with T1D to incorporate a novel device. This new comprehension could provide an exemplar for people with long-term conditions to incorporate new technologies more generally. OBJECTIVE To determine what influences the incorporation, adaptation and use of IPT into the everyday lives of people living with diabetes. DESIGN Critical interpretive synthesis (CIS) using systematic searches undertaken in 7 electronic databases of literature, published 2008 onwards. RESULTS A total of 4998 titles were identified, 274 abstracts reviewed, 39 full articles retrieved and 22 papers selected for analysis. Three themes emerged which were of relevance to the introduction and use of IPT; Tensions between expectations and experiences in adoption and early adaptation; Negotiation of responsibility and accessing support; Reflexivity, active experimentation and feedback. CONCLUSIONS This CIS builds on earlier reviews on lived experiences of IPT. Novel insights are offered through examination of the experiences of pump users from children through to adults, their families and health-care professionals. Expectations of what the device can do to improve self-management impacts on the early stages of adoption as the reality of the technology requires substantial thought and action. Areas for intervention to improve IPT incorporation include establishing who is responsible for management tasks of the device and enabling navigation to further means of support and resources.
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Affiliation(s)
- Claire Reidy
- Faculty of Health SciencesNIHR Collaboration for Leadership in Applied Health Research (CLAHRC) WessexUniversity of SouthamptonSouthamptonHampshireUK
| | - Mike Bracher
- School of Health and Social CareHealth SciencesBournemouth UniversityBournemouthDorsetUK
- Faculty of Health SciencesUniversity of SouthamptonSouthamptonHampshireUK
| | - Claire Foster
- Faculty of Health SciencesMacmillan Survivorship Research GroupUniversity of SouthamptonSouthamptonHampshireUK
| | - Ivaylo Vassilev
- Faculty of Health SciencesNIHR Collaboration for Leadership in Applied Health Research (CLAHRC) WessexUniversity of SouthamptonSouthamptonHampshireUK
| | - Anne Rogers
- Faculty of Health SciencesNIHR Collaboration for Leadership in Applied Health Research (CLAHRC) WessexUniversity of SouthamptonSouthamptonHampshireUK
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8
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Perry L, James S, Steinbeck K, Dunbabin J, Lowe J. Young people with type 1 diabetes mellitus: Attitudes, perceptions, and experiences of diabetes management and continuous subcutaneous insulin infusion therapy. J Eval Clin Pract 2017; 23:554-561. [PMID: 28052468 DOI: 10.1111/jep.12670] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 09/11/2016] [Accepted: 10/05/2016] [Indexed: 01/22/2023]
Abstract
RATIONALE, AIMS, AND OBJECTIVES Continuous subcutaneous insulin infusion (CSII; insulin pump) use is increasing. However, there is little information about how this technology is used compared with other insulin delivery methods (ie, injections) by young people with type 1 diabetes mellitus in Australia. This study explored young people's attitudes, perceptions, and experiences with diabetes management comparing those using with those not using CSII, and proportions likely to transition to adult services requiring initiation and/or support for CSII use. METHODS A survey was undertaken of young people (aged 12 to 18 years) with type 1 diabetes mellitus and their parents/guardians living in Hunter New England, Australia, using a questionnaire designed to collect quantitative, descriptive, and demographic data. Most questions were based on previously developed and validated instruments. In total, 107 respondents returned partially or fully completed questionnaires. RESULTS Respondents had positive attitudes and perceptions of their self-efficacy and diabetes management, but were moderately disturbed by their diabetes and reported experiencing suboptimal management outcomes. Patterns of associations were demonstrated between knowledge, attitudes, and experiences of diabetes modeled by regression analysis. There were no statistically significant differences in responses between users and nonusers of CSII. Over 40% indicated their intention to use the technology as adults. CONCLUSIONS Opportunities for enhanced diabetes service support were clear, and CSII did not appear to be used to its full potential. Service redesign could enhance support for this young population using all preferred insulin delivery methods and should align to patients' goals and preferences to maximize service and patient gain.
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Affiliation(s)
- Lin Perry
- Faculty of Health, University of Technology Sydney, Ultimo, New South Wales, Australia.,South Eastern Sydney Local Health District, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Steven James
- Faculty of Health, University of Technology Sydney, Ultimo, New South Wales, Australia
| | - Katharine Steinbeck
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.,Academic Department of Adolescent Medicine, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Janet Dunbabin
- Faculty of Health and Medicine, University of Newcastle, Callaghan, New South Wales, Australia
| | - Julia Lowe
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of Endocrinology and Metabolism, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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9
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Shulman R, Stukel TA, Miller FA, Newman A, Daneman D, Guttmann A. Insulin pump use and discontinuation in children and teens: a population-based cohort study in Ontario, Canada. Pediatr Diabetes 2017; 18:33-44. [PMID: 26748950 DOI: 10.1111/pedi.12353] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 12/04/2015] [Accepted: 12/12/2015] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To describe insulin pump use by youth since introduction of universal funding in Ontario, Canada and to explore the relationship between pump use and pediatric diabetes center characteristics and the relationship between discontinuation and center and patient characteristics. RESEARCH DESIGN AND METHODS Observational, population-based cohort study of youth with type 1 diabetes (<19 yr) who received pump funding from 2006 to 2013 (n = 3700). We linked 2012 survey data from 33 pediatric diabetes centers to health administrative databases. We tested the relationship between center-level pump uptake and center characteristics (center type, physician model, and availability of 24-h support) using an adjusted negative binomial model; we studied center- and patient-level factors (socioeconomic status and baseline glycemic control) associated with discontinuation using a Cox proportional hazards model with generalized estimating equations. RESULTS Pump users were more likely to be in the highest income quintile than non-pump users (29.6 vs. 19.1%, p < 0.0001). In 2012, mean percent pump use was 38.0% with variability across centers. There was no association between uptake and center characteristics. Discontinuation was low (0.42/100 person-yr) and was associated with being followed at a small community center [hazard ratio (HR): 2.24 (1.05-4.76)] and being more deprived [HR: 2.36 (1.14-1.48)]. Older age was associated with a lower rate of discontinuation [HR: 0.31 (0.14-0.66)]. CONCLUSIONS Rates of pump use have increased since 2006 and discontinuation is rare. Large variation in uptake across centers was not explained by the factors we examined but may reflect variation in patient populations or practice patterns, and should be further explored.
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Affiliation(s)
- Rayzel Shulman
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Health Sciences Building, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Therese A Stukel
- Institute of Health Policy, Management and Evaluation, University of Toronto, Health Sciences Building, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Fiona A Miller
- Institute of Health Policy, Management and Evaluation, University of Toronto, Health Sciences Building, Toronto, Canada.,Toronto Health Economics and Technology Assessment (THETA) Collaborative, Toronto, Canada
| | - Alice Newman
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Denis Daneman
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Astrid Guttmann
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Health Sciences Building, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Canada
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10
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McKergow E, Parkin L, Barson DJ, Sharples KJ, Wheeler BJ. Demographic and regional disparities in insulin pump utilization in a setting of universal funding: a New Zealand nationwide study. Acta Diabetol 2017; 54:63-71. [PMID: 27650535 DOI: 10.1007/s00592-016-0912-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 09/01/2016] [Indexed: 10/21/2022]
Abstract
AIMS Insulin pumps have been publically funded in New Zealand since 2012 for patients who meet certain clinical criteria; however, the patterns of utilization have not been described. We undertook a nationwide study to estimate the annual proportions of patients with type 1 diabetes mellitus who used a pump between 2012 and 2014, overall, and according to sex, age, ethnicity, socioeconomic position, and region. METHODS We used data from the New Zealand Virtual Diabetes Register and routinely collected national demographic, health, and pharmaceutical dispensing data from the Ministry of Health to identify patients with type 1 diabetes and to calculate the overall, and subgroup, proportions using pumps. RESULTS Between 2012 and 2014, funded pump use among patients with type 1 diabetes (n = 13,727) increased from 1.8 to 9.3 % overall; however, there were differences in uptake according to demographic characteristics and region. In 2014, proportionate pump use was significantly higher in females versus males (adjusted odds ratio (OR) 2.0 [95 % confidence interval 1.8-2.3]), in those aged <20 years, and in some regions. Māori (indigenous people), Pacific, and Asian patients were significantly less likely to use pumps than New Zealand Europeans (ORs 0.30 [0.23-0.41], 0.26 [0.14-0.46], 0.22 [0.14-0.35], respectively), as were those in the most versus the least deprived socioeconomic decile (OR 0.36 [0.25-0.52]). CONCLUSIONS It is essential to explore the factors driving differential insulin pump uptake, in both New Zealand and elsewhere, if all patients are to have equal opportunity to benefit from intensive diabetes management.
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Affiliation(s)
- Erin McKergow
- Dunedin School of Medicine, University of Otago, P.O. Box 56, Dunedin, 9054, New Zealand
| | - Lianne Parkin
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, P.O. Box 56, Dunedin, 9054, New Zealand.
| | - David J Barson
- Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, P.O. Box 56, Dunedin, 9054, New Zealand
| | - Katrina J Sharples
- Department of Mathematics and Statistics, University of Otago, P.O. Box 56, Dunedin, 9054, New Zealand
| | - Benjamin J Wheeler
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, P.O. Box 56, Dunedin, 9054, New Zealand
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11
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Naranjo D, Tanenbaum ML, Iturralde E, Hood KK. Diabetes Technology: Uptake, Outcomes, Barriers, and the Intersection With Distress. J Diabetes Sci Technol 2016; 10:852-8. [PMID: 27234809 PMCID: PMC4928242 DOI: 10.1177/1932296816650900] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Patients managing type 1 diabetes have access to new technologies to assist in management. This manuscript has two aims: 1) to briefly review the literature on diabetes technology use and how this relates to psychological factors and 2) to present an example of human factors research using our data to examine psychological factors associated with technology use. Device/technology uptake and use has increased over the years and at present day is a common clinical practice. There are mixed results in terms of health and psychosocial outcomes, with specific subgroups doing better than others with technology. Our data demonstrated that patients have moderately elevated diabetes distress across differing types of technology used, from low-tech to high-tech options, possibly meaning that technology does not add or take away distress. In addition, users on multiple daily injections compared to all other technology groups have less positive attitudes about technology. Finally, we discuss implications for clinical practice and future research.
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Affiliation(s)
- Diana Naranjo
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, CA, USA
| | - Molly L Tanenbaum
- Department of Pediatrics, Stanford University School of Medicine, CA, USA
| | - Esti Iturralde
- Department of Pediatrics, Stanford University School of Medicine, CA, USA
| | - Korey K Hood
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, CA, USA Department of Pediatrics, Stanford University School of Medicine, CA, USA
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12
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Åkesson K, Hanberger L, Samuelsson U. The influence of age, gender, insulin dose, BMI, and blood pressure on metabolic control in young patients with type 1 diabetes. Pediatr Diabetes 2015; 16:581-6. [PMID: 25270077 DOI: 10.1111/pedi.12219] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2014] [Revised: 08/17/2014] [Accepted: 08/29/2014] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To explore the relationship between certain clinical variables and metabolic HbA1c at diagnosis correlated to HbA1c at follow-up (p < 0.001). There was a clear gender difference regarding HbA1c. Girls had higher values both at diagnosis and at follow-up (p < 0.001). Girls also had lower BMI and pH at diagnosis than boys (p < 0.001). In contrast, girls with the highest body mass index (BMI) at follow-up had higher mean HbA1c at follow-up in 2010 (p < 0.001). Having a mother and/or a father with high BMI implied higher HbA1c at diagnosis (p < 0.003). CONCLUSIONS HbA1c at diagnosis seems to predict metabolic control years later. There is a gender difference at diagnosis as female patients have higher HbA1c than males at diagnosis as well as at follow up. As metabolic control is very much correlated to complications there is a need to early identify patients at risk of poor metabolic control. Even though we do not know whether a high HbA1c level is mainly due to severity of the disease or to behavioral patterns, new ways to treat and support these children, especially girls, are needed.
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Affiliation(s)
- Karin Åkesson
- Department of Pediatrics, Ryhov County Hospital, Jönköping, Sweden.,Futurum - Academy for Health and Care, Jönköping County Council and Jönköping Academy for improvement of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Lena Hanberger
- Department of Clinical and Experimental Medicine, Division of Pediatrics and Diabetes. Research Center, Linköping University Hospital, Linköping, Sweden
| | - Ulf Samuelsson
- Department of Clinical and Experimental Medicine, Division of Pediatrics and Diabetes. Research Center, Linköping University Hospital, Linköping, Sweden
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Shulman R, Miller FA, Daneman D, Guttmann A. Valuing technology: A qualitative interview study with physicians about insulin pump therapy for children with type 1 diabetes. Health Policy 2015; 120:64-71. [PMID: 26563632 DOI: 10.1016/j.healthpol.2015.10.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 09/28/2015] [Accepted: 10/16/2015] [Indexed: 11/24/2022]
Abstract
Insulin pumps for children with type 1 diabetes have been broadly adopted despite equivocal evidence about comparative effectiveness. To understand why and inform policy related to public funding for new technologies, we explored how physicians interpret the value of pumps. We conducted open-ended, semi-structured interviews with 16 physicians from a pediatric diabetes network in Ontario, Canada, and analyzed the data using interpretive description. Respondents recognized that pumps fell short of expectations because they required hard work, as well as family and school support. Yet, pumps were valued for their status as new technologies and as a promising step in developing future technology. In addition, they were valued for their role within a therapeutic relationship, given the context of chronic childhood disease. These findings identify the types of beliefs that influence the adoption and diffusion of technologies. Some beliefs bear on hopes for new technology that may inappropriately hasten adoption, creating excess cost with little benefit. On the other hand, some beliefs identify potential benefits that are not captured in effectiveness studies, but may warrant consideration in resource allocation decisions. Still others suggest the need for remediation, such as those bearing on disparity in pump use by socioeconomic status. Understanding how technologies are valued can help stakeholders decide how to address such beliefs and expectations in funding decisions and implementation protocols.
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Affiliation(s)
- Rayzel Shulman
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Fiona A Miller
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Toronto Health Economics and Technology Assessment (THETA) Collaborative, Canada.
| | - Denis Daneman
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Astrid Guttmann
- Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
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Czech M, Rdzanek E, Pawęska J, Adamowicz-Sidor O, Niewada M, Jakubczyk M. Drug-related risk of severe hypoglycaemia in observational studies: a systematic review and meta-analysis. BMC Endocr Disord 2015; 15:57. [PMID: 26458540 PMCID: PMC4603823 DOI: 10.1186/s12902-015-0052-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2015] [Accepted: 09/30/2015] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Diabetes mellitus (DM) leads to multiple complications, including severe hypoglycaemia events (SHEs). SHEs can impact a patient's quality of life and compliance and may directly result in additional costs to the health care system. The aim of this review was to evaluate the risk of severe hypoglycaemia in patients with type 1 (T1) and 2 (T2) DM as observed in everyday clinical practice for various drug regimens. METHODS We conducted a systematic review of observational (retrospective or prospective) studies in the MEDLINE, Embase, and Cochrane Library databases that covered at least 100 children or adults with T1/T2 DM. In T1 DM, basal-bolus/pre-mix insulin (human or analogue) and insulin pump were reviewed, and in T2 DM, basal-bolus/pre-mix insulin (human or analogue), oral antidiabetic drugs supported with basal insulin (human or analogue), sulfonylureas in monotherapy, and combined oral treatment were reviewed. In order to estimate SHE rates, we extracted data on the time horizon of the study, number of patients, number of SHEs, and number of patients experiencing at least one SHE. We used a random effects model to estimate the annual SHE rate. We considered the risk for other antidiabetic medications in T2 DM to be negligible and the results of our main review yielded no observational data for premixes in T1 DM so they were assessed based on relative rates taken from additional systematic reviews. The study, being a desk research, did not involve any human subjects (including human material or human data) and no ethical committee approval was asked for. For the same reason there was no need to collect informed consent for participation in the study. RESULTS We identified 76 observational studies encompassing 707,722.30 patient-years. The estimated annual SHE rate varied from 0.168 (95 % CI 0.123-0.237) for insulin pump up to 1.628 for biphasic human insulin in T1 DM patients, and from 0.0035 for oral antidiabetic drugs up to 0.554 (95 % CI 0.157-7.534) for basal-bolus with human insulin in T2 DM patients. CONCLUSIONS Our review indicates that SHE rates differ between patients depending on treatment regimen. However, SHEs are also driven by other factors. Proper modelling techniques are needed to use various types of information in published studies.
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Affiliation(s)
- Marcin Czech
- Novo Nordisk Pharma sp. z o.o, Warsaw, Poland.
- Department of Pharmacoeconomics, Medical University of Warsaw, Warsaw, Poland.
- Business School, Warsaw University of Technology, Warsaw, Poland.
| | - Elżbieta Rdzanek
- HealthQuest spółka z ograniczoną odpowiedzialnością Sp. K, Warsaw, Poland.
| | - Justyna Pawęska
- HealthQuest spółka z ograniczoną odpowiedzialnością Sp. K, Warsaw, Poland.
| | | | - Maciej Niewada
- Department of Experimental and Clinical Pharmacology, Medical University of Warsaw, Warsaw, Poland.
| | - Michał Jakubczyk
- Decision Analysis and Support Unit, Warsaw School of Economics, Al. Niepodległości 162, 02-554, Warsaw, Poland.
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Zuijdwijk CS, Cuerden M, Mahmud FH. Social determinants of health on glycemic control in pediatric type 1 diabetes. J Pediatr 2013; 162:730-5. [PMID: 23360562 DOI: 10.1016/j.jpeds.2012.12.010] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Revised: 10/29/2012] [Accepted: 12/04/2012] [Indexed: 10/27/2022]
Abstract
OBJECTIVE To evaluate the relationship between the social determinants of health (SDH) and glycemic control in a large pediatric type 1 diabetes (T1D) population. STUDY DESIGN Deprivation Indices (DI) were used to ascertain population-level measures of socioeconomic status, family structure, and ethnicity in patients with T1D followed at The Hospital for Sick Children August 2010-2011 (n = 854). DI quintile scores were determined for individual patients based on de-identified postal codes, and linked to mean patient A1Cs as a measure of glycemic control. We compared mean A1C between the most and least deprived DI quintiles. Associations were estimated controlling for age and sex, and repeated for insulin pump use. RESULTS The T1D population evaluated in this study was most concentrated in the least and most deprived quintiles of the Material DI. A1C levels were highest in patients with the greatest degree of deprivation (fifth vs first quintile) on the Material DI (9.2% vs 8.3%, P < .0001), Social DI (9.1% vs 8.3%, P < .0001), and Ethnic Concentration Index (8.9% vs 8.4%, P = .03). These relationships between measures of the SDH and A1C were not evident for patients on insulin pumps. On regression analysis, higher A1C was predicted by older age, female sex, not using pump therapy, and being in the most deprived quintile for Material and Social Deprivation, but not Ethnic Concentration. CONCLUSIONS Measures of the SDH comprising Material and Social Deprivation were significantly associated with suboptimal glycemic control in our pediatric T1D cohort. Use of insulin pump therapy also predicted A1C and may have a moderating effect on these relationships.
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Affiliation(s)
- Caroline S Zuijdwijk
- Division of Endocrinology, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada.
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