Abstract
Purpose
To evaluate how self-care maintenance, self-care monitoring, and self-care management affect glycated haemoglobin in type 2 diabetes mellitus patients and to set cut-off points of the Self-Care of Diabetes Inventory scales using glycated haemoglobin as outcome of interest.
Methods
A secondary analysis of a previous multicentre observational cross-sectional study was conducted. Overall, 540 adults with type 2 diabetes mellitus confirmed diagnosis were involved. Socio-demographic and clinical data were collected. Self-care maintenance, self-care monitoring, and self-care management were measured by the Self-Care of Diabetes Inventory. Linear regression models were performed to assess the relationship between self-care maintenance, self-care monitoring, and self-care management and glycated haemoglobin. Receiver operating characteristics curves were carried out to identify the best cut-off score for each self-care scale considering glycated haemoglobin >7% as outcome of interest.
Results
Self-care monitoring and self-care management were associated to glycated haemoglobin in both patients without (self-care monitoring p = 0.0008; self-care management p = 0.0178) and with insulin therapy (self-care monitoring p = 0.0007; self-care management p = 0.0224). Self-care maintenance was associated to glycated haemoglobin in patients without insulin therapy (p = 0.0118). Cut-off scores providing the best performance were 70 points for self-care maintenance and self-care monitoring, and 60 points for self-care management.
Conclusions
Self-care maintenance, self-care monitoring, and self-care management differently affect glycated haemoglobin in patients with type 2 diabetes mellitus. Clinicians could implement tailored interventions to improve glycaemic control considering the lacking area of self-care.
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References
B. Zhou, Y. Lu, K. Hajifathalian et al. Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4·4 million participants. Lancet 387, 1513–1530 (2016). https://doi.org/10.1016/S0140-6736(16)00618-8
L. Chen, D.J. Magliano, P.Z. Zimmet, The worldwide epidemiology of type 2 diabetes mellitus - present and future perspectives. Nat. Rev. Endocrinol. 8, 228–236 (2011). https://doi.org/10.1038/nrendo.2011.183
International Diabetes Federation, IDF Diabetes Atlas, 9th edn. (International Diabetes Federation, Brussels, 2019)
S. Chatterjee, K. Khunti, M.J. Davies, Type 2 diabetes. Lancet 389, 2239–2251 (2017). https://doi.org/10.1016/S0140-6736(17)30058-2
World Health Organization, Global Report on Diabetes. (World Health Organization, Geneva, 2016)
M.J. Fowler, Microvascular and macrovascular complications of diabetes. Clin. Diabetes 26, 77–82 (2008). https://doi.org/10.2337/diaclin.26.2.77
American Association of Diabetes Educators, AADE guidelines for the practice of diabetes self-management education and training (DSME/T). Diabetes Educ. 35, 85S–107S (2009). https://doi.org/10.1177/0145721709352436
J. Visaria, N.N. Iyer, A. Raval et al. Incidence and prevalence of microvascular and macrovascular diseases and all-cause mortality in type 2 diabetes mellitus: a 10-year study in a US commercially insured and medicare advantage population. Clin. Ther. 41, 1522–1536.e1 (2019). https://doi.org/10.1016/j.clinthera.2019.05.012
M. Tabesh, J.E. Shaw, P.Z. Zimmet et al. Association between type 2 diabetes mellitus and disability: What is the contribution of diabetes risk factors and diabetes complications? J. Diabetes 10, 744–752 (2018). https://doi.org/10.1111/1753-0407.12659
L.M. Jaacks, K.R. Siegel, U.P. Gujral, K.M.V. Narayan, Type 2 diabetes: a 21st century epidemic. Best Pract. Res. Clin. Endocrinol. Metab. 30, 331–343 (2016). https://doi.org/10.1016/j.beem.2016.05.003
M.A. Powers, J. Bardsley, M. Cypress et al. Diabetes self-management education and support in type 2 diabetes: a joint position statement of the American Diabetes Association, the American Association of diabetes educators, and the Academy of nutrition and dietetics. Clin. Diabetes 34, 70–80 (2016). https://doi.org/10.2337/diaclin.34.2.70
M. Song, Diabetes mellitus and the importance of self-care. J. Cardiovasc. Nurs. 25, 93–98 (2010). https://doi.org/10.1097/JCN.0b013e3181c5a364
B. Riegel, T. Jaarsma, C.S. Lee, A. Strömberg, Integrating symptoms into the middle-range theory of self-care of chronic illness. Adv. Nurs. Sci. 42, 206–215 (2019). https://doi.org/10.1097/ANS.0000000000000237
B. Riegel, T. Jaarsma, A. Strömberg, A middle-range theory of self-care of chronic illness. Adv. Nurs. Sci. 35, 194–204 (2012). https://doi.org/10.1097/ANS.0b013e318261b1ba
D. Ausili, C. Barbaranelli, E. Rossi, et al, Development and psychometric testing of a theory-based tool to measure self-care in diabetes patients: The Self-Care of Diabetes Inventory. BMC Endocr. Disord. 17, (2017). https://doi.org/10.1186/s12902-017-0218-y
J.K.T. Tshiananga, S. Kocher, C. Weber et al. The effect of nurse-led diabetes self-management education on glycosylated hemoglobin and cardiovascular risk factors: a meta-analysis. Diabetes Educ. 38, 108–123 (2012). https://doi.org/10.1177/0145721711423978
S.I. Sherwani, H.A. Khan, A. Ekhzaimy et al. Significance of HbA1c test in diagnosis and prognosis of diabetic patients. Biomark Insights 11, 95–104 (2016). https://doi.org/10.4137/BMI.S38440
American Diabetes Association, 6. Glycemic targets: standards of medical care in diabetes-2019. Diabetes Care 42, S61–S70 (2019). https://doi.org/10.2337/dc19-S006
O. Schnell, H. Alawi, T. Battelino et al. Self-monitoring of blood glucose in type 2 diabetes: recent studies. J. Diabetes Sci. Technol. 7, 478–488 (2013). https://doi.org/10.1177/193229681300700225
T.A. Deakin, C.E. McShane, J.E. Cade, R. Williams, Group Based Training for Self-management Strategies in People with Type 2 Diabetes Mellitus. In: A. Steinsbekk, (ed) Cochrane Database of Systematic Reviews. (John Wiley & Sons, Ltd, Chichester, 2005). p CD003417
R. Carpenter, T. Di Chiacchio, K. Barker, Interventions for self-management of type 2 diabetes: an integrative review. Int. J. Nurs. Sci. 6, 70–91 (2019). https://doi.org/10.1016/j.ijnss.2018.12.002
American Diabetes Association, 5. Lifestyle management: standards of medical care in diabetes-2019. Diabetes Care 42, S46–S60 (2019). https://doi.org/10.2337/dc19-S005
Y. Lu, J. Xu, W. Zhao, H.-R. Han, Measuring self-care in persons with type 2 diabetes: a systematic review. Eval. Health Prof. 39, 131–184 (2016). https://doi.org/10.1177/0163278715588927
J. Caro-Bautista, F.J. Martín-Santos, J.M. Morales-Asencio, Systematic review of the psychometric properties and theoretical grounding of instruments evaluating self-care in people with type 2 diabetes mellitus. J. Adv. Nurs. 70, 1209–1227 (2014). https://doi.org/10.1111/jan.12298
D. Ausili, C. Barbaranelli, B. Riegel, Generalizability of the self-care of diabetes inventory across cultures and languages: Italy and the United States. Eval. Heal. Prof. (2019). https://doi.org/10.1177/0163278719840689
D. Ausili, E. Rossi, P. Rebora et al. Socio-demographic and clinical determinants of self-care in adults with type 2 diabetes: a multicentre observational study. Acta Diabetol. 55, 691–702 (2018). https://doi.org/10.1007/s00592-018-1135-x
World Medical Association, World medical association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 310, 2191–2194 (2013). https://doi.org/10.1001/jama.2013.281053
American Diabetes Association, Standards of Medical care in Diabetes-2016. Diabetes Care. 39, S1–S112 (2016)
E. Vellone, L. Pancani, A. Greco et al. Self-care confidence may be more important than cognition to influence self-care behaviors in adults with heart failure: testing a mediation model. Int. J. Nurs. Stud. 60, 191–199 (2016). https://doi.org/10.1016/j.ijnurstu.2016.04.016
B. Riegel, C.S. Lee, V.V. Dickson, B. Carlson, An update on the self-care of heart failure index. J. Cardiovasc. Nurs. 24, 485–497 (2009). https://doi.org/10.1097/JCN.0b013e3181b4baa0
D. Ausili, P. Rebora, S. Di Mauro et al. Clinical and socio-demographic determinants of self-care behaviours in patients with heart failure and diabetes mellitus: a multicentre cross-sectional study. Int. J. Nurs. Stud. 63, 18–27 (2016). https://doi.org/10.1016/j.ijnurstu.2016.08.006
R. Caruso, P. Rebora, F. Dellafiore et al. Clinical and socio-demographic determinants of inadequate self-care in adults with type 1 diabetes mellitus: the leading role of self-care confidence. Acta. Diabetol. 56, 151–161 (2019). https://doi.org/10.1007/s00592-018-1259-z
S. Erpeldinger, M.B. Rehman, C. Berkhout et al. Efficacy and safety of insulin in type 2 diabetes: meta-analysis of randomised controlled trials. BMC Endocr. Disord. 16, 39 (2016). https://doi.org/10.1186/s12902-016-0120-z
International Diabetes Federation, Self-monitoring of blood glucose in non-insulin treated type 2 diabetes. (International Diabetes Federation, Brussels, 2009)
M. Cypress, D. Tomky, Using self-monitoring of blood glucose in noninsulin-treated type 2 diabetes. Diabetes Spectr. 26, 102–106 (2013). https://doi.org/10.2337/diaspect.26.2.102
A. Gummesson, E. Nyman, M. Knutsson, M. Karpefors, Effect of weight reduction on glycated haemoglobin in weight loss trials in patients with type 2 diabetes. Diabetes Obes. Metab. 19, 1295–1305 (2017). https://doi.org/10.1111/dom.12971
J.P.H. Wilding, The importance of weight management in type 2 diabetes mellitus. Int. J. Clin. Pract. 68, 682–691 (2014). https://doi.org/10.1111/ijcp.12384
A. Grossman, E. Grossman, Blood pressure control in type 2 diabetic patients. Cardiovasc. Diabetol. 16, 3 (2017). https://doi.org/10.1186/s12933-016-0485-3
C.Y. Jurgens, Somatic awareness, uncertainty, and delay in care-seeking in acute heart failure. Res. Nurs. Health 29, 74–86 (2006). https://doi.org/10.1002/nur.20118
N. Iqbal, C. Morgan, H. Maksoud, I. Idris, Improving patients’ knowledge on the relationship between HbA1c and mean plasma glucose improves glycaemic control among persons with poorly controlled diabetes. Ann. Clin. Biochem. 45, 504–507 (2008). https://doi.org/10.1258/acb.2008.008034
H. Trivedi, L.J. Gray, S. Seidu et al. Self-knowledge of HbA1c in people with type 2 diabetes mellitus and its association with glycaemic control. Prim. Care Diabetes 11, 414–420 (2017). https://doi.org/10.1016/j.pcd.2017.03.011
P. Shabibi, M.S. Abedzadeh Zavareh, K. Sayehmiri et al. Effect of educational intervention based on the Health Belief Model on promoting self-care behaviors of type-2 diabetes patients. Electron Physician 9, 5960–5968 (2017). https://doi.org/10.19082/5960
S.O. Adejoh, Diabetes knowledge, health belief, and diabetes management among the Igala, Nigeria. SAGE Open 4, 215824401453996 (2014). https://doi.org/10.1177/2158244014539966
A. Gupta, A.K. Gupta, T.P. Singh, Occurrence of complications in newly diagnosed type 2 diabetes patients: a hospital based study. J. Indian Med. Assoc. 111, 245–247 (2013)
M. Captieux, G. Pearce, H.L. Parke et al. Supported self-management for people with type 2 diabetes: a meta-review of quantitative systematic reviews. BMJ Open 8, e024262 (2018). https://doi.org/10.1136/bmjopen-2018-024262
Rusdiana, M. Savira, R. Amelia, The effect of diabetes self-management education on Hba1c level and fasting blood sugar in type 2 diabetes mellitus patients in primary health care in binjai city of north Sumatera, Indonesia. Open Access Maced J. Med. Sci. 6, 715–718 (2018). https://doi.org/10.3889/oamjms.2018.169
C. Yuan, C.W.K. Lai, L.W.C. Chan et al. The effect of diabetes self-management education on body weight, glycemic control, and other metabolic markers in patients with type 2 diabetes mellitus. J. Diabetes Res. 2014, 789761 (2014). https://doi.org/10.1155/2014/789761
American Diabetes Association, Standards of medical care in diabetes-2019. Diabetes Care 42:S1–S193 (2019). https://doi.org/10.2337/dc19-Sint01
I.C. Kuo, H.Y.H. Lin, S.W. Niu, et al Anemia modifies the prognostic value of glycated hemoglobin in patients with diabetic chronic kidney disease. PLoS ONE 13, (2018). https://doi.org/10.1371/journal.pone.0199378
A. Nicolucci, K. Kovacs Burns, R.I.G. Holt et al. Diabetes attitudes, wishes and needs second study (DAWN2TM): cross-national benchmarking of diabetes-related psychosocial outcomes for people with diabetes. Diabet Med. 30, 767–777 (2013). https://doi.org/10.1111/dme.12245
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Fabrizi, D., Rebora, P., Luciani, M. et al. How do self-care maintenance, self-care monitoring, and self-care management affect glycated haemoglobin in adults with type 2 diabetes? A multicentre observational study. Endocrine 69, 542–552 (2020). https://doi.org/10.1007/s12020-020-02354-w
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DOI: https://doi.org/10.1007/s12020-020-02354-w