Skip to main content
Top

23-10-2017 | Insulin | Article

Timing of Insulin Injections, Adherence, and Glycemic Control in a Multinational Sample of People with Type 2 Diabetes: A Cross-Sectional Analysis

Journal: Diabetes Therapy

Authors: Nicolaas C. Schaper, Annie Nikolajsen, Anna Sandberg, Sarah Buchs, Mette Bøgelund

Publisher: Springer Healthcare

Abstract

Introduction

We investigated the association of bolus insulin dose timing with demographics, adherence, diabetes education program participation, experience with hypoglycemic events, glycemic control, and patient preference among respondents with type 2 diabetes.

Methods

Adults with type 2 diabetes from 12 countries were recruited to a Web-based self-reported patient preference survey. Adherence was measured using an adapted Morisky Medication Adherence Scale questionnaire.

Results

In total 1483 respondents reported using bolus insulin with 58% (n = 864) dosing bolus insulin before meals (pre-meal cohort), 354 (24%) during or after meals (post-meal cohort), and 265 (18%) before, during, or after meals (mixed cohort). The mixed cohort was excluded, thus 1218 respondents were included in the analysis. Respondent distribution across HbA1c category differed significantly depending on insulin dose timing (p = 0.0006); more respondents in the post-meal cohort (40%) had HbA1c ≥ 9% (74.9 mmol/mol) than in the pre-meal cohort (29%). The post-meal cohort was significantly more likely to report non-adherence than the pre-meal cohort (OR = 1.50, p = 0.01) and significantly more often reported participating in diabetes education programs (p < 0.05). Seventy-eight percent of all respondents reported preferring bolus insulin administrable whenever convenient.

Conclusions

Approximately 24% of respondents never comply with guidelines for insulin dose timing, with higher risk of non-adherence and increased participation in diabetes care programs. Respondents dosing insulin post-meal are more likely to have poor glycemic control (HbA1c ≥ 9%, 74.9 mmol/mol). Given that many respondents had high HbA1c and were non-adherent, a treatment which satisfies patient preference for bolus insulin with flexible dose timing could be considered.

Funding

Novo Nordisk.
Literature
1.
Holman RR, Thorne KI, Farmer AJ, et al. Addition of biphasic, prandial, or basal insulin to oral therapy in type 2 diabetes. N Engl J Med. 2007;357(17):1716–30.CrossRefPubMed
2.
Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ. 2000;321(7258):405–12.CrossRefPubMedPubMedCentral
3.
Pantalone KM, Hobbs TM, Wells BJ, et al. Clinical characteristics, complications, comorbidities and treatment patterns among patients with type 2 diabetes mellitus in a large integrated health system. BMJ Open Diabetes Res Care. 2015;3(1):e000093.CrossRefPubMedPubMedCentral
4.
American Diabetes Association. Insulin administration. Diabetes Care. 2004;27(suppl 1):s106–7.
5.
National Institute for Health and Care Excellence. Insulin therapy in type 2 diabetes 2016. https://​cks.​nice.​org.​uk/​insulin-therapy-in-type-2-diabetes#!scenario. Accessed 16 Oct 2017.
6.
Food and Drug Administration. Humalog label 2011. https://​www.​accessdata.​fda.​gov/​drugsatfda_​docs/​label/​2013/​020563s115lbl.​pdf. Accessed 16 Oct 2017.
7.
Food and Drug Administration. Novolog label 2015. https://​www.​accessdata.​fda.​gov/​drugsatfda_​docs/​label/​2012/​020986s057lbl.​pdf. Accessed 16 Oct 2017.
8.
Food and Drug Administration. Apidra label 2015. https://​www.​accessdata.​fda.​gov/​drugsatfda_​docs/​label/​2008/​021629s015lbl.​pdf. Accessed 16 Oct 2017.
9.
10.
11.
12.
Brod M, Rana A, Barnett AH. Adherence patterns in patients with type 2 diabetes on basal insulin analogues: missed, mistimed and reduced doses. Curr Med Res Opin. 2012;28(12):1933–46.CrossRefPubMed
13.
Peyrot M, Rubin RR, Kruger DF, Travis LB. Correlates of insulin injection omission. Diabetes Care. 2010;33(2):240–5.CrossRefPubMedPubMedCentral
14.
Farsaei S, Radfar M, Heydari Z, Abbasi F, Qorbani M. Insulin adherence in patients with diabetes: risk factors for injection omission. Prim Care Diabetes. 2014;8(4):338–45.CrossRefPubMed
15.
Davies MJ, Gagliardino JJ, Gray LJ, et al. Real-world factors affecting adherence to insulin therapy in patients with type 1 or type 2 diabetes mellitus: a systematic review. Diabet Med. 2013;30(5):512–24.CrossRefPubMed
16.
Cryer PE, Davis SN, Shamoon H. Hypoglycemia in diabetes. Diabetes Care. 2003;26(6):1902–12.CrossRefPubMed
17.
Schectman JM, Nadkarni MM, Voss JD. The association between diabetes metabolic control and drug adherence in an indigent population. Diabetes Care. 2002;25(6):1015–21.CrossRefPubMed
18.
DiBonaventura M, Wintfeld N, Huang J, Goren A. The association between nonadherence and glycated hemoglobin among type 2 diabetes patients using basal insulin analogs. Patient Prefer Adherence. 2014;8:873–82.CrossRefPubMedPubMedCentral
19.
Donnelly LA, Morris AD, Evans JM. Adherence to insulin and its association with glycaemic control in patients with type 2 diabetes. QJM. 2007;100(6):345–50.CrossRefPubMed
20.
American Diabetes Association. Standards of medical care in diabetes-2013. Diabetes Care. 2013;36(Suppl 1):S11–66.CrossRef
21.
Nau DP. Recommendations for improving adherence to type 2 diabetes mellitus therapy–focus on optimizing oral and non-insulin therapies. Am J Manag Care. 2012;18(3 Suppl):S49–54.PubMed
22.
García-Pérez L-E, Álvarez M, Dilla T, Gil-Guillén V, Orozco-Beltrán D. Adherence to therapies in patients with type 2 diabetes. Diabetes Ther. 2013;4(2):175–94.CrossRefPubMedPubMedCentral
23.
Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;2:Cd000011.
24.
Feher MD, Brazier J, Schaper N, Vega-Hernandez G, Nikolajsen A. Patients’ with type 2 diabetes willingness to pay for insulin therapy and clinical outcomes. BMJ Open Diabetes Res Care. 2016;4(1):e000192.CrossRefPubMedPubMedCentral
25.
Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24(1):67–74.CrossRefPubMed
26.
Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of a medication adherence measure in an outpatient setting. J Clin Hypertens (Greenwich). 2008;10(5):348–54.CrossRef
27.
DeVon HA, Block ME, Moyle-Wright P, et al. A psychometric toolbox for testing validity and reliability. J Nurs Scholarsh. 2007;39(2):155–64.CrossRefPubMed
28.
Peters A, Van Name MA, Thorsted BL, Piltoft JS, Tamborlane WV. Postprandial dosing of bolus insulin in patients with type 1 diabetes: a cross-sectional study using data from the T1D exchange registry. Endocr Pract. 2017. doi:10.​4158/​EP171813.​OR.
29.
Tamborlane WV, Pfeiffer KM, Brod M, et al. Understanding bolus insulin dose timing: the characteristics and experiences of people with diabetes who take bolus insulin. Curr Med Res Opin. 2017;33(4):639–45.
30.
Lopez JM, Annunziata K, Bailey RA, Rupnow MF, Morisky DE. Impact of hypoglycemia on patients with type 2 diabetes mellitus and their quality of life, work productivity, and medication adherence. Patient Prefer Adherence. 2014;8:683–92.CrossRefPubMedPubMedCentral
31.
Willaing I, Rogvi SA, Bogelund M, Almdal T, Schiotz M. Recall of HbA1c and self-management behaviours, patient activation, perception of care and diabetes distress in Type 2 diabetes. Diabet Med. 2013;30(4):e139–42.CrossRefPubMed
32.
Khunti K, Alsifri S, Aronson R, et al. Rates and predictors of hypoglycaemia in 27,585 people from 24 countries with insulin-treated type 1 and type 2 diabetes: the global HAT study. Diabetes Obes Metab. 2016;18(9):907–15.CrossRefPubMedPubMedCentral
33.
Oliveira-Filho AD, Barreto-Filho JA, Neves SJ, Lyra Junior DP. Association between the 8-item Morisky Medication Adherence Scale (MMAS-8) and blood pressure control. Arq Bras Cardiol. 2012;99(1):649–58.CrossRefPubMed
34.
Trindade AJ, Ehrlich A, Kornbluth A, Ullman TA. Are your patients taking their medicine? Validation of a new adherence scale in patients with inflammatory bowel disease and comparison with physician perception of adherence. Inflamm Bowel Dis. 2011;17(2):599–604.CrossRefPubMed

Be confident that your patient care is up to date

Medicine Matters is being incorporated into Springer Medicine, our new medical education platform. 

Alongside the news coverage and expert commentary you have come to expect from Medicine Matters diabetes, Springer Medicine's complimentary membership also provides access to articles from renowned journals and a broad range of Continuing Medical Education programs. Create your free account »