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Ajjan RA, Battelino T, Cos X, Del Prato S, Philips JC, Meyer L, Seufert J, Seidu S. Continuous glucose monitoring for the routine care of type 2 diabetes mellitus. Nat Rev Endocrinol 2024; 20:426-440. [PMID: 38589493 DOI: 10.1038/s41574-024-00973-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/29/2024] [Indexed: 04/10/2024]
Abstract
Although continuous glucose monitoring (CGM) devices are now considered the standard of care for people with type 1 diabetes mellitus, the uptake among people with type 2 diabetes mellitus (T2DM) has been slower and is focused on those receiving intensive insulin therapy. However, increasing evidence now supports the inclusion of CGM in the routine care of people with T2DM who are on basal insulin-only regimens or are managed with other medications. Expanding CGM to these groups could minimize hypoglycaemia while allowing efficient adaptation and escalation of therapies. Increasing evidence from randomized controlled trials and observational studies indicates that CGM is of clinical value in people with T2DM on non-intensive treatment regimens. If further studies confirm this finding, CGM could soon become a part of routine care for T2DM. In this Perspective we explore the potential benefits of widening the application of CGM in T2DM, along with the challenges that must be overcome for the evidence-based benefits of this technology to be delivered for all people with T2DM.
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Affiliation(s)
- Ramzi A Ajjan
- The LIGHT Laboratories, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Tadej Battelino
- Faculty of Medicine, University of Ljubljana Medical Centre, Ljubljana, Slovenia
| | - Xavier Cos
- DAP Cat Research Group, Foundation University Institute for Primary Health Care Research Jordi Gol i Gorina, Barcelona, Spain
| | - Stefano Del Prato
- Section of Diabetes and Metabolic Diseases, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Laurent Meyer
- Department of Endocrinology, Diabetes and Nutrition, University Hospital, Strasbourg, France
| | - Jochen Seufert
- Division of Endocrinology and Diabetology, Department of Medicine II, Medical Centre, University of Freiburg, Freiburg, Germany
| | - Samuel Seidu
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.
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Chan JC, Mbanya JC, Chantelot JM, Shestakova M, Ramachandran A, Ilkova H, Deplante L, Rollot M, Melas-Melt L, Gagliardino JJ, Aschner P. Patient-reported outcomes and treatment adherence in type 2 diabetes using natural language processing: Wave 8 of the Observational International Diabetes Management Practices Study. J Diabetes Investig 2024. [PMID: 38840439 DOI: 10.1111/jdi.14228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 04/17/2024] [Accepted: 04/20/2024] [Indexed: 06/07/2024] Open
Abstract
AIMS/INTRODUCTION We analyzed patient-reported outcomes of people with type 2 diabetes to better understand perceptions and experiences contributing to treatment adherence. MATERIALS AND METHODS In the ongoing International Diabetes Management Practices Study, we collected patient-reported outcomes data from structured questionnaires (chronic treatment acceptance questionnaire and Diabetes Self-Management Questionnaire) and free-text answers to open-ended questions to assess perceptions of treatment value and side-effects, as well as barriers to, and enablers for, adherence and self-management. Free-text answers were analyzed by natural language processing. RESULTS In 2018-2020, we recruited 2,475 patients with type 2 diabetes (43.3% insulin-treated, glycated hemoglobin (HbA1c) 8.0 ± 1.8%; 30.9% with HbA1c <7%) from 13 countries across Africa, the Middle East, Europe, Latin America and Asia. Mean ± standard deviation scores of chronic treatment acceptance questionnaire (acceptance of medication, rated out of 100) and Diabetes Self-Management Questionnaire (self-management, rated out of 10) were 87.8 ± 24.5 and 3.3 ± 0.9, respectively. Based on free-text analysis and coded responses, one in three patients reported treatment non-adherence. Overall, although most patients accepted treatment values and side-effects, self-management was suboptimal. Treatment duration, regimen complexity and disruption of daily routines were major barriers to adherence, whereas habit formation was a key enabler. Treatment-adherent patients were older (60 ± 11.6 vs 55 ± 11.7 years, P < 0.001), and more likely to have longer disease duration (12 ± 8.6 vs 10 ± 7.7 years, P < 0.001), exposure to diabetes education (73.1% vs 67.8%, P < 0.05), lower HbA1c (7.9 ± 1.8% vs 8.3 ± 1.9%, P < 0.001) and attainment of HbA1c <7% (29.7% vs 23.3%, P < 0.01). CONCLUSIONS Patient perceptions/experiences influence treatment adherence and self-management. Patient-centered education and support programs that consider patient-reported outcomes aimed at promoting empowerment and developing new routines might improve glycemic control.
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Affiliation(s)
- Juliana Cn Chan
- Department of Medicine and Therapeutics, Hong Kong Institute of Diabetes and Obesity and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China
| | - Jean Claude Mbanya
- Doctoral School of Life Sciences, Health and Environment, and Department of Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | | | | | - Ambady Ramachandran
- India Diabetes Research Foundation, Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | | | | | | | | | | | - Pablo Aschner
- Javeriana University School of Medicine and San Ignacio University Hospital, Bogotá, Colombia
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Teli M, Thato R, Hasan F, Rias YA. Effectiveness of Family-Based Diabetes Management Intervention on Glycated Haemoglobin Among Adults With Type 2 Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Biol Res Nurs 2024; 26:315-333. [PMID: 38063030 DOI: 10.1177/10998004231218887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2024]
Abstract
BACKGROUND Glycated hemoglobin (HbA1c) control is a crucial goal in the management of type 2 diabetes mellitus (T2DM), requiring lifelong commitment and family support. This study aimed to assess the effectiveness of family-based diabetes management intervention on HbA1c among adults with T2DM. METHODS From inception up to 2022, a comprehensive literature search was conducted across PubMed, ProQuest, Scopus, CORE, and the Cochrane Library. The quality of studies was evaluated using the Joanna Briggs Institute (JBI) Critical Appraisal tools. Effect sizes were calculated using standard deviations (SD), while the degree of heterogeneity was evaluated using the Higgins I2 test. Subgroup analyses were performed to explore factors contributing to sources of heterogeneity among trials. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) were followed, and the protocol was registered with PROSPERO CRD42022384034. RESULTS A total of 18 randomized controlled trials (RCTs) involving 2815 participants indicated that family-based diabetes management intervention had a statistically significant impact on improving HbA1c (Mean Difference [MD] = -.47; 95% Confidence Interval [CI]: -.64 to -.30, p < .001) with a moderate level of heterogeneity (I2 = 59%). Subgroup analysis indicated that family-based diabetes management intervention among adults with T2DM in developing regions was more effective in improving HbA1c levels compared to developed countries. CONCLUSION Family-based diabetes management interventions improved HbA1c. Further research is required to develop diabetes management strategies with a family focus that clearly defines the family's involvement.
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Affiliation(s)
- Margareta Teli
- Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand
- Nursing School, Polytechnic of Health Ministry of Health Kupang, Kupang, Indonesia
| | - Ratsiri Thato
- Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand
| | - Faizul Hasan
- Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand
| | - Yohanes Andy Rias
- Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand
- Faculty of Health, College of Nursing, Institut Ilmu Kesehatan Bhakti Wiyata, Kediri, Indonesia
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Sendekie AK, Tesfaye AH, Tadesse YB, Dagnaw AD, Belachew EA. Actual practices of community pharmacists in the management of diabetes: a comparison of simulated patient-based study with perceived role of involvement. J Pharm Policy Pract 2024; 17:2326381. [PMID: 38562557 PMCID: PMC10984231 DOI: 10.1080/20523211.2024.2326381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
Objectives This study evaluated the level of community pharmacy professionals' (CPPs) actual practices and contrasted it with their self-reported perceived involvement in diabetes management. Methods A self-reported cross-sectional and simulated patient (SP)-based study were employed at community drug retail outlets (CDROs) in Northwest Ethiopia. SP-case scenarios were used to examine the actual practices of CPPs in diabetes management and were compared with self-reported perceived involvement. The data were managed and analysed using SPSS version 26. Results About 184 participants in the self-reported and 100 CPPs' actual practices using three SP visits were included. The overall actual practice (17.8%) was found to be significantly different compared with the perceived level of involvement (73.5%) (p-value <0.05). About 94.3% of CPPs dispensed requested medications to the SP without a prescription. Despite most participants being perceived to be involved, more than 76% of CPPs did not counsel the SP for lifestyle modifications, avoiding risky behaviours, adherence to treatment, routine blood glucose checkups, diabetic foot care techniques, or consultation with physicians for further management. Conclusion A significant discrepancy between actual practices and perceived CPPs' involvement in the management of diabetes was observed. The findings may suggest that exploring possible gaps may be crucial.
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Affiliation(s)
- Ashenafi Kibret Sendekie
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Amensisa Hailu Tesfaye
- Department of Environmental and Occupational Health and Safety, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Yabibal Berie Tadesse
- Department of Pharmaceutical Chemistry, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Abera Dessie Dagnaw
- Department of Pharmaceutical Chemistry, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Eyayaw Ashete Belachew
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Sendekie AK, Tadesse YB, Kasahun AE, Belachew EA. Determine the perceived level of involvement and factors affecting diabetes management by community pharmacy professionals at drug retails in northwestern amhara region, Ethiopia. Heliyon 2023; 9:e20091. [PMID: 37810015 PMCID: PMC10559852 DOI: 10.1016/j.heliyon.2023.e20091] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 09/06/2023] [Accepted: 09/11/2023] [Indexed: 10/10/2023] Open
Abstract
Background Pharmacists in community drug retail outlets (CDROs) have significant involvement in diabetes prevention and management by providing more direct interventions in medication education, preventive measures, and disease management. This study examined the perceived level of involvement of community pharmacy professionals (CPPs) in diabetes management at CDROs in Northwest Ethiopia. Methods A multicenter cross-sectional study was conducted among CPPs in Northwest Ethiopia between September 1 and 30, 2022. The Statistical Package for Social Science (SPSS) version 26 was used to analyzed the data, which had been gathered using a self-administered structured questionnaire. An independent sample t-test and one-way ANOVA were used to examine the mean perceived involvement score difference between CPPs. The association between CPPs' involvement and other sociodemographic variables was examined using linear regression analysis. At a 95% confidence interval (CI), a p-value <0.05 was considered statistically significant. Results The study included 184 (94.3%) of 195 CPPs approached. The overall mean perceived involvement score of CPPs in diabetes management was 3.80 ± 0.63 out of 5. CPPs with a bachelor's degree or higher [β = 3.065, 95% CI: 2.704, 3.641; p < 0.001], CPPs with a higher monthly income (≥5000 ETB) [β = 0.242, 95% CI: 0.112, 0.596; p = 0.034], and those who provided more than 8 hours of service per day [β = 0.163, 95% CI: 0.051, 0.332; p = 0.043] had higher perceived involvement in the management of diabetes compared with their counterparts. Conclusions This study found that most CPPs had a high level of perceived involvement in diabetes management. Higher educational backgrounds, a higher monthly salary, and working longer hours were associated with an increased level of perceived involvement. Promoting the educational background of CPPs may be crucial to enhance their active involvement in the management of diabetes.
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Affiliation(s)
- Ashenafi Kibret Sendekie
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar; Gondar, Ethiopia
| | - Yabibal Berie Tadesse
- Department of Pharmaceutical Chemistry, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar; Gondar, Ethiopia
| | - Asmamaw Emagn Kasahun
- Department of Pharmaceutics and Social Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar; Gondar, Ethiopia
| | - Eyayaw Ashete Belachew
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar; Gondar, Ethiopia
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Salgado TM, Radwan RM, Hickey Zacholski E, Mackler E, Buffington TM, Musselman KT, Irvin WJ, Perkins JM, Le TN, Dixon DL, Farris KB, Sheppard VB, Jones RM. Oncologists' responsibility, comfort, and knowledge managing hyperglycemia in patients with cancer undergoing chemotherapy: a cross sectional study. Support Care Cancer 2023; 31:450. [PMID: 37421495 DOI: 10.1007/s00520-023-07927-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 07/02/2023] [Indexed: 07/10/2023]
Abstract
PURPOSE To assess oncologists' responsibility, comfort, and knowledge managing hyperglycemia in patients undergoing chemotherapy. METHODS In this cross-sectional study, a questionnaire collected oncologists' perceptions about professionals responsible for managing hyperglycemia during chemotherapy; comfort (score range 12-120); and knowledge (score range 0-16). Descriptive statistics were calculated including Student t-tests and one-way ANOVA for mean score differences. Multivariable linear regression identified predictors of comfort and knowledge scores. RESULTS Respondents (N = 229) were 67.7% men, 91.3% White and mean age 52.1 years. Oncologists perceived endocrinologists/diabetologists and primary care physicians as those responsible for managing hyperglycemia during chemotherapy, and most frequently referred to these clinicians. Reasons for referral included lack of time to manage hyperglycemia (62.4%), belief that patients would benefit from referral to an alternative provider clinician (54.1%), and not perceiving hyperglycemia management in their scope of practice (52.4%). The top-3 barriers to patient referral were long wait times for primary care (69.9%) and endocrinology (68.1%) visits, and patient's provider outside of the oncologist's institution (52.8%). The top-3 barriers to treating hyperglycemia were lack of knowledge about when to start insulin, how to adjust insulin, and what insulin type works best. Women (ß = 1.67, 95% CI: 0.16, 3.18) and oncologists in suburban areas (ß = 6.98, 95% CI: 2.53, 11.44) had higher comfort scores than their respective counterparts; oncologists working in practices with > 10 oncologists had lower comfort scores (ß = -2.75, 95% CI: -4.96, -0.53) than those in practices with ≤ 10. No significant predictors were identified for knowledge. CONCLUSION Oncologists expected endocrinology or primary care clinicians to manage hyperglycemia during chemotherapy, but long wait times were among the top barriers cited when referring patients. New models that provide prompt and coordinated care are needed.
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Affiliation(s)
- Teresa M Salgado
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, and Massey Cancer Center, Virginia Commonwealth University, PO Box 98053, 410 N. 12th Street, Richmond, VA, 23298, USA.
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, PO Box 980533, 410 N. 12th Street, Richmond, VA, 23298, USA.
| | - Rotana M Radwan
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, PO Box 980533, 410 N. 12th Street, Richmond, VA, 23298, USA
| | - Erin Hickey Zacholski
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, PO Box 980533, 410 N. 12th Street, Richmond, VA, 23298, USA
| | - Emily Mackler
- Michigan Oncology Quality Consortium (MOQC) and Michigan Institute for Care Management and Transformation (MICMT), 4251 Plymouth Road Arbor Lakes, Building 3, Floor 3, Ann Arbor, MI, 48105, USA
| | - Tonya M Buffington
- Bon Secours Mercy Health, 611 Watkins Centre Parkway, Suite 250, Midlothian, Richmond, VA, 23114, USA
| | - Kerri T Musselman
- Emcara Health and PopHealthCare, 113 Seaboard Lane, Suite B200, Franklin, TN, 37067, USA
| | - William J Irvin
- Bon Secours Cancer Institute, Bon Secours Mercy Health, 14051 St Francis Blvd Suite 2210, Midlothian, VA, 23114, United States
| | - Jennifer M Perkins
- Division of Endocrinology, University of California San Francisco Medical Center, Endocrinology Clinic at Parnassus 400 Parnassus Ave., Suite A-550, San Francisco, CA, 94143, USA
| | - Trang N Le
- Division of Endocrinology, Diabetes & Metabolism, Department of Internal Medicine, School of Medicine, Virginia Commonwealth University, 1101 E. Marshall St. Sanger Hall Suite 1-030, Richmond, VA, 23298, USA
| | - Dave L Dixon
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, PO Box 980533, 410 N. 12th Street, Richmond, VA, 23298, USA
| | - Karen B Farris
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI, 48109, USA
| | - Vanessa B Sheppard
- Department of Health Behavior and Policy, School of Population Health, and Massey Comprehensive Cancer Center, Virginia Commonwealth University, 830 East Main Street, Richmond, VA, 23219, USA
| | - Resa M Jones
- Department of Epidemiology & Biostatistics, College of Public Health, and Fox Chase Cancer Center, Temple University, 1301 Cecil B. Moore Avenue Ritter Annex, 9th Floor, Suite 917, Philadelphia, PA, 19122, USA
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Al Assaf S, Kleiner D, Zelkó R, Hankó B. Type 2 Diabetes Patients' Views of Local Pharmacists and Fulfilment with Pharmaceutical Diabetes Care in Syria's Latakia Governorate: An Online Survey Research. Healthcare (Basel) 2023; 11:1720. [PMID: 37372838 DOI: 10.3390/healthcare11121720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/09/2023] [Accepted: 06/11/2023] [Indexed: 06/29/2023] Open
Abstract
Assessing the attitudes of diabetic patients towards community-pharmacy services and determining the demand for new services could help monitor and evaluate the therapeutic response. This study aimed to evaluate type 2 diabetes patients' satisfaction regarding pharmacy care in community pharmacies and shed a light on the reasons for diabetic patients' non-adherence to treatments. An online survey was conducted on a random sample of patients (n = 196) at the national Diabetes Centre in Latakia, Syria, from April to November 2022. The questionnaire consisted of four primary parts: (1) demographic characteristics of responders, (2) patients' therapeutic behaviors, (3) diabetes knowledge, and (4) the general level of satisfaction with pharmacy diabetes services. The data were analyzed using descriptive analysis. Around 89% of respondents were satisfied with the information provided by community pharmacists. The patients' non-adherence showed a maximum as a function of the number of concomitantly taken medicines, which indicated that in most serious cases patients' adherence was increasing. Overall, most patients were delighted with community pharmacists' expertise and pharmacy services. This positive image allows pharmacists to expand their duties as healthcare providers in diabetes care, and increase the patient therapeutic adherence by performing a reconciliation of the patient's medicines, which involves reviewing all patients' drugs and identifying realistic solutions to their adherence issues.
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Affiliation(s)
- Sarah Al Assaf
- University Pharmacy Department of Pharmacy Administration, Semmelweis University, 1092 Budapest, Hungary
| | - Dénes Kleiner
- University Pharmacy Department of Pharmacy Administration, Semmelweis University, 1092 Budapest, Hungary
| | - Romána Zelkó
- University Pharmacy Department of Pharmacy Administration, Semmelweis University, 1092 Budapest, Hungary
| | - Balázs Hankó
- University Pharmacy Department of Pharmacy Administration, Semmelweis University, 1092 Budapest, Hungary
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Shahabi N, Fakhri Y, Aghamolaei T, Hosseini Z, Homayuni A. Socio-personal factors affecting adherence to treatment in patients with type 2 diabetes: A systematic review and meta-analysis. Prim Care Diabetes 2023; 17:205-220. [PMID: 37012162 DOI: 10.1016/j.pcd.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 03/16/2023] [Accepted: 03/19/2023] [Indexed: 04/03/2023]
Abstract
PURPOSE The purpose of study was to identify the socio-personal factors affecting adherence to the treatment of patients with type 2 diabetes. METHODS Cross-sectional articles were extracted from databases such as Web of Science, PubMed, Elsevier. A meta-analysis was performed using integrated odds ratios (OR) and 95% confidence interval (CIs) for age, BMI, depression, educational level, gender, employment status, marital status, smoking status. STATA 12.0 was used to estimate pooled RR in definite subgroups. The quality of the studies included was evaluated using the STROBE checklist. RESULTS Thirty-one studies out of 7407 extracted articles were finally selected for the meta-analysis. The results showed that younger people had a 17% higher risk than older people, smokers had a 22% higher risk than non-smokers, and the employed had a 15% higher risk of non-adherence to treatment. CONCLUSION In conclusion, older age, smoking and employment can lead to non-adherence to T2D treatment. Interventions are suggested to be made besides common health care considering the socio-personal features on type 2 diabetes patients' treatment adherence.
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Affiliation(s)
- Nahid Shahabi
- Student Research Committee, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Yadolah Fakhri
- Food Health Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Teamur Aghamolaei
- Cardiovascular Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Zahra Hosseini
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
| | - Atefeh Homayuni
- Student Research Committee, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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Clinical Pharmacy Services Enhanced by Electronic Health Record (EHR) Access: An Innovation Narrative. PHARMACY 2022; 10:pharmacy10060170. [PMID: 36548326 PMCID: PMC9781377 DOI: 10.3390/pharmacy10060170] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 11/23/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Patient care in the community pharmacy setting is often hindered due to limited access to adequate patient health information (PHI). Various studies suggest that lack of access to PHI is a main reason for delay in pharmaceutical care, medication dispensing errors, and lacking interprofessional relationships between prescribers and pharmacists. Literature has shown that interprofessional collaboration and improved access to PHI can improve transitions of care and communication for pharmacists, but literature is sparse on implementation of electronic health record (HER) access within independent community pharmacies. METHODS This observational study follows implementation of HER access into a rural community pharmacy to enhance common clinical services carried out by pharmacy staff. Metrics include number of enhanced consultations by pharmacy staff, type of consultations provided, potential reimbursement, decreased need to follow up with other providers, potential for decreased time to treatment or refills, and aspects of EHR most utilized during search. RESULTS Two-hundred sixty three patients' profiles were assessed, with 164 (62.4%) deemed appropriate for EHR access and searching. Most interventions made were related to cardiovascular, endocrinologic, neuropsychiatric, and COVID-19 therapy medications. CONCLUSION EHR access in community pharmacy has the potential to improve both the quality and availability of clinical patient interventions through enhanced knowledge of PHI.
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Lin JA, Hou JD, Wu SY. Effect of Sarcopenia on Mortality in Type 2 Diabetes: A Long-Term Follow-Up Propensity Score-Matched Diabetes Cohort Study. J Clin Med 2022; 11:jcm11154424. [PMID: 35956041 PMCID: PMC9369839 DOI: 10.3390/jcm11154424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 07/21/2022] [Accepted: 07/27/2022] [Indexed: 12/26/2022] Open
Abstract
Purpose: The effect of sarcopenia on the survival of patients with type 2 diabetes remains unclear. Therefore, we designed a propensity score-matched population-based cohort study to compare the patients with diabetes with or without sarcopenia. Patients and Methods: We included patients with type 2 diabetes and categorized them into two groups according to whether they had sarcopenia and compared their survival; patients in the groups were matched at a ratio of 1:2. Results: The matching process yielded a final cohort of 201,698 patients (132,805 and 68,893 in the sarcopenia and nonsarcopenia diabetes groups, respectively) who were eligible for further analysis. According to both univariate and multivariate Cox regression analyses, the adjusted hazard ratios (aHRs; 95% confidence interval [CI]) of all-cause death for the sarcopenia diabetes group compared with the control group: 1.35 (1.33−1.38; p < 0.001). The aHRs (95% CIs) of all-cause death for those aged 41−50, 51−60, and >60 years (compared with those aged ≤40 years) were 1.53 (1.48−1.60), 2.61 (2.52−2.72), and 6.21 (5.99−6.45), respectively. The aHR (95% CI) of all-cause death for the male patients compared with the female patients was 1.56 (1.54−1.60). The aHRs (95% CIs) of all-cause death for those with adapted Diabetes Complications Severity Index (aDCSI) scores of 1, 2, 3, 4, and ≥5 (compared with an aDCSI score of 0) were 1.01 (1.00−1.14), 1.38 (1.35−1.42), 1.58 (1.54−1.63), and 2.23 (2.14−2.33), respectively. Conclusion: Patients with type 2 diabetes and sarcopenia had higher mortality than did those without sarcopenia.
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Affiliation(s)
- Jui-An Lin
- Center for Regional Anesthesia and Pain Medicine, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan;
- Department of Anesthesiology, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan
- Department of Anesthesiology, School of Medicine, National Defense Medical Center, Taipei 11490, Taiwan;
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
- Pain Research Center, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan
- Department of Anesthesiology, School of Medicine, Shung Shan Medical University, Taichung City 40201, Taiwan
- Department of Anesthesiology, Shung Shan Medical University Hospital, Taichung City 40201, Taiwan
| | - Jin-De Hou
- Department of Anesthesiology, School of Medicine, National Defense Medical Center, Taipei 11490, Taiwan;
- Division of Anesthesiology, Hualien Armed Forces General Hospital, Hualien 97144, Taiwan
| | - Szu-Yuan Wu
- Center for Regional Anesthesia and Pain Medicine, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan;
- Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, Taipei 24205, Taiwan
- Artificial Intelligence Development Center, Fu Jen Catholic University, Taipei 24205, Taiwan
- Department of Food Nutrition and Health Biotechnology, College of Medical and Health Science, Asia University, Taichung 41354, Taiwan
- Division of Radiation Oncology, Lo-Hsu Medical Foundation, Lotung Poh-Ai Hospital, Yilan 265501, Taiwan
- Big Data Center, Lo-Hsu Medical Foundation, Lotung Poh-Ai Hospital, Yilan 265501, Taiwan
- Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung 41354, Taiwan
- Cancer Center, Lo-Hsu Medical Foundation, Lotung Poh-Ai Hospital, Yilan 265501, Taiwan
- Department of Management, College of Management, Fo Guang University, Yilan 262307, Taiwan
- Correspondence:
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