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Zhang B, Powwattana A, Sillabutra J, Liu G, Li S, Kalampakorn S. Barriers and Facilitators to Taking Medication in Newly Diagnosed Patients With Type 2 Diabetes: A Qualitative Study Based on the Transtheoretical Model. Sci Diabetes Self Manag Care 2025; 51:180-193. [PMID: 40079400 DOI: 10.1177/26350106251319541] [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] [Indexed: 03/15/2025]
Abstract
PurposeThe purpose of this study was to explore the barriers and facilitators to taking medication in newly diagnosed patients with type 2 diabetes (T2DM) at each stage of change from the perspective of the Transtheoretical model.MethodsThis qualitative descriptive study used purposive sampling to select 32 newly diagnosed patients with T2DM, with 8 representing each of the 4 stages of change (precontemplation, contemplation, preparation, and action). Participants were recruited at a community health service center in Sichuan Province, China. Semistructured interviews were conducted, and data were transcribed and analyzed using qualitative content analysis.ResultsThis study identified barriers and facilitators related to the patient, medication, health care service, and sociocultural dimensions. At the precontemplation and contemplation stages, various barriers across different domains predominated (e.g., incomplete comprehension of the disease; gaps in medication knowledge regarding importance, benefits, and indications; limited access to care; preferred traditional and alternative medication approaches). At the preparation and action stages, although patient, medication, health care service, and sociocultural facilitators were more reported (e.g., awareness of medication benefits, health system financial support, peer medication experiences), medication-related barriers persisted (e.g., medication knowledge gaps regarding side effects, adverse reactions, administration procedures, and missed dose management).ConclusionsThe primary barriers to taking medication in newly diagnosed patients with T2DM are medication-related factors, with barriers and facilitators dynamically evolving across the stages of change. Future research should focus on developing and evaluating stage-matched interventions to promote medication-taking behavior and patient well-being.
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Affiliation(s)
- Baolu Zhang
- School of Nursing, Southwest Medical University, Luzhou, China
- Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Arpaporn Powwattana
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Jutatip Sillabutra
- Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Gang Liu
- Department of Orthopedics and Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
| | - Siyu Li
- School of Nursing, Southwest Medical University, Luzhou, China
| | - Surintorn Kalampakorn
- Department of Public Health Nursing, Faculty of Public Health, Mahidol University, Bangkok, Thailand
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Oliveira LR, Amaro JP, Moreira RP, Lopes ROP, Lopes CT, Ferreira JESM, Cavalcante TF. Clinical validity of the nursing diagnosis risk for unstable blood glucose level in persons with type 2 diabetes mellitus: A case-control study. Int J Nurs Knowl 2025; 36:219-228. [PMID: 38801733 DOI: 10.1111/2047-3095.12475] [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] [Received: 11/16/2023] [Accepted: 05/15/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVE To assess clinical-causal validity evidence of the nursing diagnosis, risk for unstable blood glucose level (00179), in individuals with type 2 diabetes mellitus. METHODS A case-control study was conducted in 5 primary healthcare units, involving 107 subjects with type 2 diabetes mellitus, 60 in the case group and 47 in the control group. Causality was determined by the association between sociodemographic and clinical factors, risk factors related to the nursing diagnosis, and the occurrence of unstable blood glucose level. An association was considered when the risk factor had a p-value of <0.05 and odds ratio >1. RESULTS Risk factors, such as stress, inadequate physical activity, and low adherence to therapeutic regimen, were prevalent in the sample. Time since diagnosis between 1-5 and 6-10 years, multiracial ethnicity, and the risk factor of low adherence to therapeutic regimen increased the likelihood of the outcome. Completion of high school education was identified as a protective factor. CONCLUSIONS The clinical validation of the nursing diagnosis, risk for unstable blood glucose level, has been successfully established, revealing a clear association between sociodemographic and clinical factors and the risk factors inherent to the nursing diagnosis. IMPLICATIONS FOR NURSING PRACTICE The results contribute to advancing scientific knowledge related to nursing education, research, and practice and provide support for the evolution of nursing care processes for individuals with type 2 diabetes mellitus.
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Affiliation(s)
- Lídia R Oliveira
- Universidade da Integração Internacional da Lusofonia Afro-Brasileira, Redenção, Brazil
| | - Josemberg P Amaro
- Universidade da Integração Internacional da Lusofonia Afro-Brasileira, Redenção, Brazil
| | - Rafaella P Moreira
- Universidade da Integração Internacional da Lusofonia Afro-Brasileira, Redenção, Brazil
| | | | | | - José E S M Ferreira
- Universidade da Integração Internacional da Lusofonia Afro-Brasileira, Redenção, Brazil
| | - Tahissa F Cavalcante
- Universidade da Integração Internacional da Lusofonia Afro-Brasileira, Redenção, Brazil
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Huprich SK, Roelk BC, Poppe T. Enhancing Diabetes Management Through Personality Assessment: A Pilot Study. J Clin Psychol Med Settings 2025; 32:87-95. [PMID: 38478293 DOI: 10.1007/s10880-024-10002-y] [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] [Accepted: 12/31/2023] [Indexed: 03/18/2025]
Abstract
The aims of this study were to evaluate the utility of therapeutic assessment (therapeutic assessment) as a brief intervention to target reduction in A1C levels and to assess the levels of personality functioning and broad trait domains described in the DSM-5 Alternative Model for Personality Disorders in a sample of patients with Type 2 diabetes and their relationship to A1C levels at baseline and follow-up. Participants (n = 99) were recruited from a primary care office and provided feedback on how their personality functioning and pathological personality traits might influence their diabetes management. Results indicated that 66.25% of participants receiving TA feedback decreased their A1C levels below 7. Those who improved reported less difficulty with intimacy and trends toward higher levels of personality functioning and lower levels of interpersonal detachment. Results suggest that providing TA feedback is worthy of further investigation for considering its therapeutic effects in helping patients to manage Type 2 diabetes.
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Affiliation(s)
- Steven K Huprich
- University of Detroit Mercy and Michigan State University College of Human Medicine, 4001 West McNichols Road, Detroit, MI, 48221, USA.
| | | | - Theresa Poppe
- IHA Medical Group-Primary Care, Cherry Hill Village, 49650 Cherry Hill Road, Suite 120, Canton, MI, 48187, USA
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Abd Elqader O, Srulovici E. The Effects of Diverse Interventions on Diabetes Management Among Arabs With Diabetes: A Systematic Review. J Adv Nurs 2025; 81:1222-1240. [PMID: 39235274 PMCID: PMC11810500 DOI: 10.1111/jan.16423] [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] [Received: 02/05/2024] [Revised: 08/08/2024] [Accepted: 08/12/2024] [Indexed: 09/06/2024]
Abstract
AIM To identify, describe, and critically evaluate the effects of various interventions on diabetes management outcomes among Arabs with diabetes. DESIGN A systematic review. DATA SOURCES The search was conducted across three databases: PubMed, CINAHL and the Cochrane Collaboration in December 2023. REVIEW METHODS Screening involved randomised controlled trials and nonrandomised studies that focused on the effects of interventions on diabetes management among Arab with diabetes. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist guided the review process. Two researchers independently applied eligibility criteria. Data extraction captured key study details, and methodological quality was assessed using Downs and Black's checklist. This review is registered with the International Prospective Register of Systematic Reviews (PROSPERO; registration number CRD42024555668). RESULTS Thirty-five articles were reviewed, yielding 65 outcomes. Effective interventions included personalised care, patient-centred education and direct patient contact through lifestyle modifications, advice, feedback, motivational conversations and calls. These approaches improved haemoglobin A1c, fasting blood glucose, physical activity and medication adherence. Conversely, nonpersonalised remote monitoring and social media interventions showed no significant improvements. Notably, tailored nutritional and physical activity advice positively impacted body mass index and systolic blood pressure among Arab women with diabetes. CONCLUSION The findings underscore the effectiveness of personalised care and direct patient contact in optimising diabetes management among Arabs with diabetes. IMPACT This review highlights the importance of prioritising direct patient contact over remote methods such as social media in interventions on diabetes management among Arabs with diabetes. It emphasises the need for culturally sensitive approaches, particularly for women. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution, as this study constitutes a review of existing research.
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Affiliation(s)
| | - Einav Srulovici
- The Cheryl Spencer Department of NursingUniversity of HaifaHaifaIsrael
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Parmar J, El Masri A, MacMillan F, McCaffery K, Arora A. Health literacy and medication adherence in adults from ethnic minority backgrounds with Type 2 Diabetes Mellitus: a systematic review. BMC Public Health 2025; 25:222. [PMID: 39833746 PMCID: PMC11745004 DOI: 10.1186/s12889-024-20734-z] [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] [Received: 03/11/2024] [Accepted: 11/13/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND For people living with Type 2 Diabetes Mellitus (T2DM), achieving optimal health outcomes requires optimal self-management and adherence to medical treatment. While some studies suggest an association between poor medication adherence and lower levels of health literacy, the evidence for this association remains inconclusive. This systematic review aimed to synthesise the evidence on the association between health literacy and medication adherence among adults from ethnic minority backgrounds living with T2DM. METHODS Medline (Ovid), The Cochrane Library, Embase (Ovid), PsycInfo (EBSCO), and the Cumulative Index to Nursing and Allied Health Literature (CINAHL) (EBSCO) were searched systematically for peer-reviewed literature, published until January 2024. Studies were included in this review if they assessed health literacy and medication adherence among ethnic minority people with T2DM. Two reviewers independently screened and selected the studies, extracted data from the included articles, and assessed the methodological quality of the studies. The methodological quality and bias in designing, conducting, and analysis of each study were evaluated using a standardised JBI critical appraisal tool. RESULTS Of the total 6,318 identified studies, seven studies were included in the review. The total participant sample sizes across these studies varied from 53 to 408 participants. All included studies incorporated cross-sectional design for the research, with the majority conducted in the USA. Of the seven unique studies, only one study observed a significant association between health literacy and medication adherence among people from an ethnic minority background. CONCLUSIONS Evidence on the association between health literacy and medication adherence in ethnic minority adults with T2DM is weak and inconsistent. To understand this association more clearly in ethnic minority populations and to address the disparities in cultural and linguistic considerations, well-designed studies are required. TRIAL REGISTRATION This review is registered with PROSPERO (CRD42022328346).
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Affiliation(s)
- Jinal Parmar
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, 2560, Australia.
- Health Equity Laboratory, Campbelltown, NSW, 2560, Australia.
| | - Aymen El Masri
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, 2560, Australia
- Translational Health Research Institute, Western Sydney University, Campbelltown, NSW, 2560, Australia
| | - Freya MacMillan
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, 2560, Australia
- Translational Health Research Institute, Western Sydney University, Campbelltown, NSW, 2560, Australia
- Office of the Deputy Vice-Chancellor (Research, Enterprise and International), Western Sydney University, Penrith, NSW, 2751, Australia
- Diabetes Obesity and Metabolism Translational Research Unit, Western Sydney University, Campbelltown, NSW, 2560, Australia
| | - Kirsten McCaffery
- Sydney Health Literacy Lab, Sydney School of Public Health, The University of Sydney, Camperdown, NSW, 2050, Australia
| | - Amit Arora
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, 2560, Australia
- Health Equity Laboratory, Campbelltown, NSW, 2560, Australia
- Translational Health Research Institute, Western Sydney University, Campbelltown, NSW, 2560, Australia
- Discipline of Child and Adolescent Health, The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW, 2145, Australia
- Oral Health Services, Sydney Local Health District and Sydney Dental Hospital, NSW Health, Surry Hills, NSW, 2010, Australia
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Teo V, Weinman J, Yap KZ. A cultural adaptation and validation study of the Intentional Nonadherence Scale (INAS) among people with type 2 diabetes in Singapore. J Psychosom Res 2025; 188:111969. [PMID: 39532032 DOI: 10.1016/j.jpsychores.2024.111969] [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: 03/18/2024] [Revised: 11/01/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
AIMS To examine the psychometric properties of the Intentional Non-adherence Scale (INAS) among people with type 2 diabetes mellitus (PwT2D) in Singapore. METHODS This study consisted of Phase 1: translation and adaptation of the questionnaire into local Mandarin and English and Phase 2: a longitudinal validation study at the outpatient clinics of a hospital in Singapore. In Phase 1, cognitive interviews were conducted with 20 PwT2D and healthcare providers to examine the content validity of the INAS. In Phase 2, 290 PwT2D were recruited. Fifty-three of them were involved in test-retest reliability analysis, while 185 were followed-up in 3-6 months to assess the predictive validity of the INAS. The INAS was also evaluated for its structural validity, construct validity and internal reliability. RESULTS Exploratory factor analysis revealed four factors, namely "Resisting illness and medication", "Sensitivity to medication", "Testing treatment" and "Inconvenience". All INAS factors showed good internal consistency (Cronbach's alpha = 0.84-0.94) and moderate test-retest reliability (intraclass correlation coefficient = 0.50-0.62). Construct validity of the INAS was demonstrated in its relationship with medication adherence, glycated haemoglobin (HbA1c), beliefs about medications, illness perception and mood. Quantile and linear regression for medication adherence and HbA1c in 3-6 months did not show statistical associations with the INAS after adjusting for potential confounders. CONCLUSIONS Our study supports the reliability and most aspects of validity of the INAS, which revealed new factors that may affect medication adherence and HbA1c. In clinical settings, healthcare providers may consider using this questionnaire to evaluate potential intentional nonadherence.
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Affiliation(s)
- Vivien Teo
- Institute of Pharmaceutical Sciences, King's College London, Franklin-Wilkins Building, Stamford Street, London SE1 9NH, United Kingdom; Department of Pharmacy, National University of Singapore, 18 Science Drive 4, 117543, Singapore; Division of Pharmacy, Tan Tock Seng Hospital, Singapore, 11 Jalan Tan Tock Seng, 308433, Singapore.
| | - John Weinman
- Institute of Pharmaceutical Sciences, King's College London, Franklin-Wilkins Building, Stamford Street, London SE1 9NH, United Kingdom.
| | - Kai Zhen Yap
- Department of Pharmacy, National University of Singapore, 18 Science Drive 4, 117543, Singapore.
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Shahabi N, Hosseini Z, Ghanbarnejad A, Aghamolaei T. Predictors of treatment adherence in patients with type 2 diabetes: a cross-sectional study in Southern Iran based on Pender's Health Promotion Model using structural equation modelling. BMJ Open 2024; 14:e091582. [PMID: 39675823 DOI: 10.1136/bmjopen-2024-091582] [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] [Indexed: 12/17/2024] Open
Abstract
OBJECTIVES Treatment adherence in type 2 diabetes (T2D) is an important factor in optimal diabetes control and prevention of mortality. The present study aimed to determine the predictability of Pender's Health Promotion Model (HPM) constructs in T2D treatment adherence behaviour. DESIGN The present cross-sectional and analytical study was conducted from November 2022 to January 2023. SETTING The present study was conducted in Bandar Abbas, a city in Hormozgan Province, in the south of Iran. PARTICIPANTS The participants included 396 patients with T2D with medical records in the Hormoz Diabetes Clinic. Based on their record number, the participants were selected for inclusion in the study through a random systematic sampling. PRIMARY AND SECONDARY OUTCOME MEASURES The data collection instruments included a demographic questionnaire and a researcher-made questionnaire based on HPM constructs. The questionnaire was valid and reliable, achieving Cronbach's alpha coefficients ranging from 0.609 to 0.798 across various constructs. The questionnaires were completed face to face. Pearson's correlation test, path analysis and structural equation modelling were conducted using SPSS V.23, and STATA V.15. STUDY STAGE This study was conducted before intervention (pre-results). RESULTS As the path analysis showed, perceived self-efficacy (β=0.23, p<0.001), treatment adherence experiences (β=0.26, p<0.001), immediate competing demands and preferences (β=-0.15, p<0.001) and commitment to plan of action (β=0.24, p<0.001) could significantly predict the treatment adherence behaviour. The results of indirect path analysis showed that the total effect of perceived benefits (β=0.24, p<0.001), perceived barriers (β=-0.14, p=0.002), perceived self-efficacy (β=0.32, p<0.001) on commitment to plan of action was statistically significant. Through the mediation of commitment to plan of action, they could predict the treatment adherence behaviour. CONCLUSIONS In light of the present findings, it can be concluded that the proposed model of T2D treatment adherence behaviour has an acceptable fit. Commitment to plan of action, treatment adherence experiences, perceived self-efficacy and immediate competing demands and preferences are the main predictors of T2D treatment adherence behaviour. It is recommended that educational interventions focus on these constructs. TRIAL REGISTRATION NUMBER This study is registered on the Iranian Registry of Clinical Trials (IRCT20211228053558N1).
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Affiliation(s)
- Nahid Shahabi
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, 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
| | - Amin Ghanbarnejad
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Teamur Aghamolaei
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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Bahramnezhad F, Jackson AC, Ghorbani B, Kahnouei MS, Sharifi F, Negarandeh R, Salamat E. The Effect of a cognitive behavioral program based on an interactive application on serum glucose levels and HbA1C of family members of patients with type 2 diabetes: a study protocol for a randomized clinical trial. J Diabetes Metab Disord 2024; 23:2385-2393. [PMID: 39610530 PMCID: PMC11599702 DOI: 10.1007/s40200-023-01183-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 11/22/2022] [Accepted: 12/31/2022] [Indexed: 11/30/2024]
Abstract
Background The families of diabetics are more likely to have diabetes. Therefore, paying attention to those households and seeking to change the way of life of those households can save diabetes to a high extent. The present study aimed to investigate the impact of cognitive-behavioral applications primarily based on interactive software on serum glucose levels and HbA1C of a family member of sufferers with kind 2 diabetes. Methods In the present randomized clinical trial, families of diabetic patients meeting the inclusion criteria will be divided into intervention and control groups by simple random sampling. In the laboratory, 10 cc of blood samples will be taken from the participants for the tests of total cholesterol, triglyceride, fasting blood sugar, GTT, HDL-c, LDL-c, and HbA1c. Then, both groups complete the International Physical Activity Questionnaire, Adolescence Food Habit Checklist, and Glover Nilsson Smoking Behavioral Questionnaire (GN-SBQ). The intervention group will provided with a training package of lifestyle change based on a cognitive-behavioral program in the form of an application during eight sessions of 45 min in 8 weeks. Then, the laboratory tests and questionnaires will be completed again 6 and 12 months after the intervention. Data will be analyzed using statistical tests. Discussion If an application-based cognitive-behavioral program changes the lifestyle, serum glucose levels, and HbA1C, it can be recommended to families of diabetics.
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Affiliation(s)
- Fatemeh Bahramnezhad
- Department of ICU and Nursing Management, School of Nursing & Midwifery, Nursing and Midwifery Care Research Center, Spiritual Health Group, Research Center of Quran, Hadith and Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Alun C Jackson
- Australian Centre for Heart Health, Melbourne Australia, Honorary Professor, Faculty of Health, Deakin University, Geelong Australia, Centre on Behavioural Health, Hong Kong University, Hong Kong, Hong Kong, PRC
| | - Banafsheh Ghorbani
- Department of Nursing, University of Social Welfare and Rehabilitation Sciences, Tehran, IR Iran
| | - Mahmoud Shiri Kahnouei
- Biomedical Engineering, Department of Medical Physics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farshad Sharifi
- Endocrinology and Metabolism Research Center, Clinical Sciences Institute Endocrinology and Metabolism Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Reza Negarandeh
- Nursing & Midwifery Care Research Center, School of Nursing and Midwifery, Tehran University of Medical Sciences, Tehran, Iran
| | - Elaheh Salamat
- School of Nursing and Midwifery, Tehran University of Medical Sciences, Tehran, Iran
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Boonpattharatthiti K, Songkla PN, Chantara J, Koomsri C, Krass I, Chaiyakunapruk N, Dhippayom T. Prevalence of adherence to oral antidiabetic drugs in patients with type 2 diabetes: A systematic review and meta-analysis. J Diabetes Investig 2024; 15:1614-1625. [PMID: 39133204 PMCID: PMC11527837 DOI: 10.1111/jdi.14285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 07/06/2024] [Accepted: 07/25/2024] [Indexed: 08/13/2024] Open
Abstract
INTRODUCTION The treatment of type 2 diabetes requires multidimensional management, with medication adherence a crucial aspect of diabetes control. However, recent rigorous estimates of adherence to oral antidiabetic drugs (OAD) are lacking. The objective of this study is to determine the prevalence of adherence to OAD in type 2 diabetes patients. METHODS A systematic search was performed in PubMed, EMBASE, PsycINFO, and CINAHL from July 2013 to April 2023. Cross-sectional studies published in English were included if they met the following criteria: (1) reported the adherence to OAD using a validated measure; and (2) had a sample size of at least 385 patients with type 2 diabetes. The Joanna Briggs Institute critical appraisal for studies reporting prevalence data was used to assess the quality of the included studies. Pooled estimates of the prevalence of adherence to OAD were calculated as a percentage together with 95% confidence interval (95% CI) using a random-effect model. All analyses were conducted using STATA 17.0; PROSPERO (CRD42023414264). RESULTS Twenty-six studies involving a total of 69,366 patients met the selection criteria and were included in the meta-analysis. The overall estimated prevalence of adherence to OAD was 55.53% (95%CI: 44.22%-66.85%). Among the included studies, nine were deemed to be of high quality. A sensitivity analysis conducted using only the high-quality studies revealed a prevalence of adherence to OAD at 52.24% (95% CI: 39.63%-64.85%). CONCLUSIONS The overall prevalence of adherence to OAD was remarkably low among type 2 diabetes patients worldwide. Healthcare practitioners and policy makers should employ appropriate approaches to improve adherence to OAD.
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Affiliation(s)
- Kansak Boonpattharatthiti
- Faculty of Pharmaceutical SciencesBurapha UniversityChon buriThailand
- The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical SciencesNaresuan UniversityPhitsanulokThailand
| | - Pirune Na Songkla
- The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical SciencesNaresuan UniversityPhitsanulokThailand
- Department of Clinical PharmacySiriraj Piyamaharajkarun HospitalBangkokThailand
| | - Junpen Chantara
- The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical SciencesNaresuan UniversityPhitsanulokThailand
- Department of PharmacyNakornmaesot International HospitalTakThailand
| | - Chanchanok Koomsri
- The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical SciencesNaresuan UniversityPhitsanulokThailand
- Department of Clinical PharmacyChonburi HospitalChon buriThailand
| | - Ines Krass
- School of PharmacyThe University of SydneySydneyNew South WalesAustralia
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, College of PharmacyUniversity of UtahSalt Lake CityUtahUSA
- IDEAS CenterVeterans Affairs Salt Lake City Healthcare SystemSalt Lake CityUtahUSA
| | - Teerapon Dhippayom
- The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical SciencesNaresuan UniversityPhitsanulokThailand
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Jagadeesan KK, Proctor K, Standerwick R, Barden R, Kasprzyk-Hordern B. Predicting pharmaceutical concentrations and assessing risks in the aquatic environment using PERK: A case study of a catchment area in South-West England. WATER RESEARCH 2024; 268:122643. [PMID: 39490089 DOI: 10.1016/j.watres.2024.122643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 10/14/2024] [Accepted: 10/15/2024] [Indexed: 11/05/2024]
Abstract
The aim of this study was to introduce a model to predict pharmaceuticals concentrations in the aquatic environment and their environmental impacts using the Risk Quotient (RQ) approach. The model was trained using: (i) high resolution dataset on pharmaceuticals' concentration in wastewater and receiving environment in a river catchment, (ii) understanding of pharmaceuticals' discharge points in the catchment, (iii) fate of pharmaceuticals during wastewater treatment and in the receiving environment, (iv) high resolution per-postcode pharmaceutical prescription data. A total of 41 pharmaceuticals were evaluated, with successful predictions achieved for concentrations falling within the range of 0.7 (influent: 37 %, effluent: 39 %, river: 29 %) to 1 % (influent: 56 %, effluent: 58 %, river: 48 %) of the measured values. Importantly, our risk assessment demonstrates significant environmental risks associated with specific pharmaceuticals, with strong alignment (86 %) between assessments based on predicted and measured data, underscoring the reliability of our model in assessing environmental risks. The observed variability in predicted and measured concentrations underscores the necessity for ongoing model refinement, particularly in regions with notable discrepancies such as wastewater treatment plant (WWTP) C. Overall, our study illustrates the intricate dynamics of pharmaceutical contamination in aquatic ecosystems, emphasizing the crucial need for continued research in this field.
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Affiliation(s)
- Kishore Kumar Jagadeesan
- Department of Chemistry, University of Bath, United Kingdom,; Centre of Excellence in Water Based Early Warning Systems for Health Protection, University of Bath, Bath, BA2 7AY, UK.
| | | | | | - Ruth Barden
- Wessex Water, Bath BA2 7WW, UK; Centre of Excellence in Water Based Early Warning Systems for Health Protection, University of Bath, Bath, BA2 7AY, UK
| | - Barbara Kasprzyk-Hordern
- Department of Chemistry, University of Bath, United Kingdom,; Centre of Excellence in Water Based Early Warning Systems for Health Protection, University of Bath, Bath, BA2 7AY, UK.
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Maniki PT, Chaar BB, Aslani P. Impact of Interventions on Medication Adherence in Patients With Coexisting Diabetes and Hypertension. Health Expect 2024; 27:e70010. [PMID: 39248043 PMCID: PMC11381960 DOI: 10.1111/hex.70010] [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: 07/11/2024] [Revised: 08/13/2024] [Accepted: 08/15/2024] [Indexed: 09/10/2024] Open
Abstract
BACKGROUND The coexistence of diabetes and hypertension is prevalent due to shared risk factors. Pharmacological treatment has been reported to be effective in managing both conditions. However, treatment effectiveness depends on the extent to which a patient adheres to their treatment. Poor adherence to long-term treatment for chronic diseases is a growing global problem of significant magnitude. Several interventions have been developed to help improve medication adherence in patients with coexisting diabetes and hypertension. This review aimed to determine the characteristics of these interventions and their impact on medication adherence. METHODS A systematic review of the literature was conducted using the PRISMA guidelines and registered in the PROSPERO International Registry of Systematic Reviews. Studies were searched in the databases CINAHL, Embase and Medline to identify relevant articles published during 2012-2023. The search concepts included 'medication adherence', 'hypertension', 'diabetes' and 'intervention'. Studies were included if they were in English and evaluated the impact of an intervention aimed at promoting adherence to medications for both diabetes and hypertension. RESULTS Seven studies met the inclusion criteria, with five demonstrating a statistically significant improvement in medication adherence. Of the five studies that improved medication adherence, four were multifaceted and one was a single-component intervention. All successful interventions addressed at least two factors influencing non-adherence. Patient education was the foundation of most of the successful interventions, supported by other strategies, such as follow-ups and reminders. CONCLUSION Multifaceted interventions that also included patient education had a positive impact on medication adherence in patients with coexisting diabetes and hypertension. Improving adherence in patients with coexisting diabetes and hypertension requires a multipronged approach that considers the range of factors impacting medication-taking. PATIENT OR PUBLIC CONTRIBUTION This systematic review provides comprehensive insights into the benefits of patient-centred approaches in intervention development and strengthening. Such patient involvement ensures that medication adherence interventions are more relevant, acceptable and effective, ultimately leading to better health outcomes and more meaningful patient engagement in healthcare research.
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Affiliation(s)
- Pauline Tendai Maniki
- Faculty of Medicine and Health, The University of Sydney School of PharmacyThe University of SydneySydneyAustralia
| | - Betty Bouad Chaar
- Faculty of Medicine and Health, The University of Sydney School of PharmacyThe University of SydneySydneyAustralia
| | - Parisa Aslani
- Faculty of Medicine and Health, The University of Sydney School of PharmacyThe University of SydneySydneyAustralia
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12
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Shahabi N, Javdan G, Hosseini Z, Aghamolaei T, Ghanbarnejad A, Behzad A. A health promotion model-based intervention to enhance treatment adherence in patients with type 2 diabetes. BMC Public Health 2024; 24:1943. [PMID: 39030532 PMCID: PMC11264937 DOI: 10.1186/s12889-024-19452-3] [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: 03/02/2024] [Accepted: 07/11/2024] [Indexed: 07/21/2024] Open
Abstract
BACKGROUND The present study aimed to determine the effect of an intervention based on Pender's health promotion model (HPM) on treatment adherence in patients with type 2 diabetes (T2D). METHODS The present quasi-experimental study with a 3-month follow-up was conducted in Bandar Abbas, a city in the south of Iran in 2023. The intervention group (IG) with a total number of 95 T2D patients was selected from Hormuz diabetes clinic and the control group (CG) with 95 T2D patients was selected from comprehensive health centers through a clustering sampling method. The educational intervention was implemented in 10 sessions to improve patients' treatment adherence. The teaching methods in training sessions were lectures, joint discussions, Q&A, role-play and peer training. The participants were evaluated using a researcher-made questionnaire including the constructs of Pender's HPM about T2D treatment adherence, hemoglobin A1C (HbA1C), and BMI. Independent-samples t-test, paired-samples t-test, covariance analysis and stepwise regression analysis were used. Data analysis was done in SPSS 26. FINDINGS Three months after the intervention, in comparison to the CG, the mean and standard deviation of treatment adherence benefits (p = 0.002), treatment adherence self-efficacy (p = 0.010), treatment adherence related affect (p = 0.001), interpersonal influences (p = 0.012), commitment to plan of action (p < 0.001), treatment adherence behavior (p = 0.022), treatment adherence experiences (p = 0.001) was higher in the IG. The mean and standard deviation of situational influences (p < 0.001), immediate competing demands and preferences (p = 0.018) were lower than the CG. The results obtained from the analysis of covariance proved the effectiveness of the intervention in the constructs of Pender's HPM and HbA1C in participants of the IG (p < 0.001). The regression analysis showed, after the intervention, for every 1 unit of change in commitment to behavior planning, action related affect and perceived self-efficacy, compared to before the intervention, there were 0.22 units, 0.16 units and 0.26 units of change in the behavior score in the IG. CONCLUSION The findings proved the effectiveness of the educational intervention in improving the constructs in Pender's HPM and the blood sugar level of T2D patients. As the results of the educational intervention showed, the use of a suitable educational approach as well as the development of appropriate educational content for the target population can significantly improve the treatment adherence behavior. TRIAL REGISTRATION This study is registered on the Iranian Registry of Clinical Trials (IRCT20211228053558N1: https://www.irct.ir/trial/61741 ) and first release date of 17th March 2022.
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Affiliation(s)
- Nahid Shahabi
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Gholamali Javdan
- Food Health 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.
| | - Teamur Aghamolaei
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Amin Ghanbarnejad
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Ahmad Behzad
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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Iftikhar MF, Rana MOR, Naeem A, Waqas MS, Khan MHUH, Khiyam U, Akhtar W, Mehmoodi A, Malik J. Sex disparity of DAPT noncompliance in patients with left main stem PCI with DES. Medicine (Baltimore) 2024; 103:e38724. [PMID: 38941403 PMCID: PMC11466136 DOI: 10.1097/md.0000000000038724] [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: 12/04/2023] [Accepted: 06/06/2024] [Indexed: 06/30/2024] Open
Abstract
This retrospective study aims to explore the sex disparity in dual antiplatelet therapy (DAPT) noncompliance among left main stem percutaneous coronary intervention (PCI) patients with drug-eluting stent (DES) and identify predictors associated with non-adherence. Data were collected from the medical records of 1585 patients, including 1104 males and 481 females, who underwent left main stem PCI with DES. Baseline characteristics, angiographic features, and DAPT compliance rates at 1 month and 12 months were analyzed. Univariate logistic regression was used to identify predictors of DAPT noncompliance. The overall DAPT noncompliance rate at 1 month was 8.5%, increasing to 15.5% at 12 months. Females exhibited slightly higher noncompliance rates than males at both 1 month (15.6% vs 14.5%) and 12 months (28.1% vs 19.0%), although the difference was not statistically significant. Smoking status showed a modest impact on non-adherence, with current smokers exhibiting a lower noncompliance rate (14.9% at 1 month). Prior coronary artery disease history was associated with increased noncompliance at 12 months (18.9%). Angiographic characteristics, including lesion location and Syntax score, had no consistent association with DAPT noncompliance. This study highlights sex disparity in DAPT noncompliance among patients undergoing left main stem PCI with DES. Comorbidities, socioeconomic status, smoking status, and prior coronary artery disease history were identified as predictors of non-adherence.
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Affiliation(s)
- Malik Faisal Iftikhar
- Department of Cardiology, Pakistan Institute of Medical Sciences, Islamabad, Pakistan
| | | | - Ather Naeem
- Department of Cardiovascular Medicine, Cardiovascular Analytics Group, Islamabad, Pakistan
| | | | | | - Umer Khiyam
- Department of Medicine, Peshawar Medical College, Pakistan
| | - Waheed Akhtar
- Department of Cardiology, Abbas Institute of Medical Sciences, Muzzafrabad, Pakistan
| | - Amin Mehmoodi
- Department of Medicine, Ibn e Seena Hospital, Kabul, Afghanistan
| | - Jahanzeb Malik
- Department of Cardiovascular Medicine, Cardiovascular Analytics Group, Islamabad, Pakistan
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14
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Gumede SB, de Wit JBF, Venter WDF, Wensing AMJ, Lalla‐Edward ST. Intervention strategies to improve adherence to treatment for selected chronic conditions in sub-Saharan Africa: a systematic review. J Int AIDS Soc 2024; 27:e26266. [PMID: 38924296 PMCID: PMC11197966 DOI: 10.1002/jia2.26266] [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: 09/03/2023] [Accepted: 04/23/2024] [Indexed: 06/28/2024] Open
Abstract
INTRODUCTION Evidence-based intervention strategies to improve adherence among individuals living with chronic conditions are critical in ensuring better outcomes. In this systematic review, we assessed the impact of interventions that aimed to promote adherence to treatment for chronic conditions. METHODS We systematically searched PubMed, Web of Science, Scopus, Google Scholar and CINAHL databases to identify relevant studies published between the years 2000 and 2023 and used the QUIPS assessment tool to assess the quality and risk of bias of each study. We extracted data from eligible studies for study characteristics and description of interventions for the study populations of interest. RESULTS Of the 32,698 total studies/records screened, 2814 were eligible for abstract screening and of those, 497 were eligible for full-text screening. A total of 82 studies were subsequently included, describing a total of 58,043 patients. Of the total included studies, 58 (70.7%) were related to antiretroviral therapy for HIV, 6 (7.3%) were anti-hypertensive medication-related, 12 (14.6%) were anti-diabetic medication-related and 6 (7.3%) focused on medication for more than one condition. A total of 54/82 (65.9%) reported improved adherence based on the described study outcomes, 13/82 (15.9%) did not have clear results or defined outcomes, while 15/82 (18.3%) reported no significant difference between studied groups. The 82 publications described 98 unique interventions (some studies described more than one intervention). Among these intervention strategies, 13 (13.3%) were multifaceted (4/13 [30.8%] multi-component health services- and community-based programmes, 6/13 [46.2%] included individual plus group counselling and 3/13 [23.1%] included SMS or alarm reminders plus individual counselling). DISCUSSION The interventions described in this review ranged from adherence counselling to more complex interventions such as mobile health (mhealth) interventions. Combined interventions comprised of different components may be more effective than using a single component in isolation. However, the complexity involved in designing and implementing combined interventions often complicates the practicalities of such interventions. CONCLUSIONS There is substantial evidence that community- and home-based interventions, digital health interventions and adherence counselling interventions can improve adherence to medication for chronic conditions. Future research should answer if existing interventions can be used to develop less complicated multifaceted adherence intervention strategies.
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Affiliation(s)
- Siphamandla Bonga Gumede
- Ezintsha, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Department of Interdisciplinary Social ScienceUtrecht UniversityUtrechtthe Netherlands
| | - John B. F. de Wit
- Department of Interdisciplinary Social ScienceUtrecht UniversityUtrechtthe Netherlands
- Centre for Social Research in HealthUNSWSydneyNew South WalesAustralia
| | - Willem D. F. Venter
- Ezintsha, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Annemarie M. J. Wensing
- Department of Medical MicrobiologyUniversity Medical Center UtrechtUtrechtthe Netherlands
- Ndlovu Research ConsortiumElandsdoornSouth Africa
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15
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Teo V, Weinman J, Yap KZ. Systematic Review Examining the Behavior Change Techniques in Medication Adherence Intervention Studies Among People With Type 2 Diabetes. Ann Behav Med 2024; 58:229-241. [PMID: 38334280 PMCID: PMC10928844 DOI: 10.1093/abm/kaae001] [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: 02/10/2024] Open
Abstract
BACKGROUND Although previous systematic reviews have studied medication adherence interventions among people with Type 2 diabetes (PwT2D), no intervention has been found to improve medication adherence consistently. Furthermore, inconsistent and poor reporting of intervention description has made understanding, replication, and evaluation of intervention challenging. PURPOSE We aimed to identify the behavior change techniques (BCTs) and characteristics of successful medication adherence interventions among PwT2D. METHODS A systematic search was conducted on Medline, Embase, CINAHL, PsycINFO, Cochrane Central Register of Controlled Trials, Web of Science, and Scopus. Studies were included if they were randomized controlled trials with BCT-codable interventions designed to influence adherence to anti-diabetic medication for PwT2D aged 18 years old and above and have medication adherence measure as an outcome. RESULTS Fifty-five studies were included. Successful interventions tend to target medication adherence only, involve pharmacists as the interventionist, contain "Credible source" (BCT 9.1), "Instruction on how to perform the behaviour" (BCT 4.1), "Social support (practical)" (BCT 3.2), "Action planning" (BCT 1.4), and/ or "Information about health consequences" (BCT 5.1). Very few interventions described its context, used theory, examined adherence outcomes during the follow-up period after an intervention has ended, or were tailored to address specific barriers of medication adherence. CONCLUSION We identified specific BCTs and characteristics that are commonly reported in successful medication adherence interventions, which can facilitate the development of future interventions. Our review highlighted the need to consider and clearly describe different dimensions of context, theory, fidelity, and tailoring in an intervention.
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Affiliation(s)
- Vivien Teo
- Institute of Pharmaceutical Sciences, King’s College London (KCL), London, UK
- Department of Pharmacy, National University of Singapore (NUS), Singapore
| | - John Weinman
- Institute of Pharmaceutical Sciences, King’s College London (KCL), London, UK
| | - Kai Zhen Yap
- Department of Pharmacy, National University of Singapore (NUS), Singapore
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16
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Vallis M, Jin S, Klimek-Abercrombie A, Ng G, Ivers NM. A Qualitative Study of Barriers to Medication-Taking Among People With Type 2 Diabetes Using the Theoretical Domains Framework. Diabetes Spectr 2024; 37:264-272. [PMID: 39157784 PMCID: PMC11327164 DOI: 10.2337/ds23-0038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
Objective We aimed to better understand the challenges related to type 2 diabetes medication-taking through Theoretical Domains Framework (TDF)-guided interviews with people with type 2 diabetes with varying degrees of medication-taking. Methods One-on-one qualitative interviews following a semistructured discussion guide informed by the TDF were conducted. Thirty people with type 2 diabetes in Canada were interviewed, with representation from across the country, of both sexes (47% female), of people with various diabetes durations (mean 12.9 ± 7.9 years), with different types of medication plans (n = 15 on polypharmacy), and with various medication-taking levels (n = 10 each for low-, medium-, and high-engagement groups). Results Themes related to medication-taking from interviews mapped to 12 of the 14 TDF theme domains, with the exclusion of the knowledge and skills domains. The most prominent domains, as determined by high-frequency themes or themes for which people with low and high medication-taking had contrasting perspectives, were 1) emotion; 2) memory, attention, and decision processes; 3) behavioral regulation; 4) beliefs about consequences; 5) goals; and 6) environmental context and resources. Conclusion Through our interviews, several areas of focus emerged that may help efforts to increase medication-taking. To validate these findings, future quantitative research is warranted to help support people with type 2 diabetes in overcoming psychological and behavioral barriers to medication-taking.
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Affiliation(s)
- Michael Vallis
- Family Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Susie Jin
- Consultant Pharmacist, Coburg, Ontario, Canada
| | | | - Ginnie Ng
- Real World Solutions, IQVIA Solutions Canada, Inc., Mississauga, Ontario, Canada
| | - Noah M. Ivers
- Department of Family Medicine, Women’s College Hospital and University of Toronto, Toronto, Ontario, Canada
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17
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Butler K, Bartlett YK, Newhouse N, Farmer A, French DP, Kenning C, Locock L, Rea R, Williams V, Mc Sharry J. Implementing a text message-based intervention to support type 2 diabetes medication adherence in primary care: a qualitative study with general practice staff. BMC Health Serv Res 2023; 23:614. [PMID: 37301867 DOI: 10.1186/s12913-023-09571-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 05/16/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND The Support through Mobile Messaging and digital health Technology for Diabetes (SuMMiT-D) project has developed, and is evaluating, a mobile phone-based intervention delivering brief messages targeting identified behaviour change techniques promoting medication use to people with type 2 diabetes in general practice. The present study aimed to inform refinement and future implementation of the SuMMiT-D intervention by investigating general practice staff perceptions of how a text message-based intervention to support medication adherence should be implemented within current and future diabetes care. METHODS Seven focus groups and five interviews were conducted with 46 general practice staff (including GPs, nurses, healthcare assistants, receptionists and linked pharmacists) with a potential role in the implementation of a text message-based intervention for people with type 2 diabetes. Interviews and focus groups were audio-recorded, transcribed and analysed using an inductive thematic analysis approach. RESULTS Five themes were developed. One theme 'The potential of technology as a patient ally' described a need for diabetes support and the potential of technology to support medication use. Two themes outlined challenges to implementation, 'Limited resources and assigning responsibility' and 'Treating the patient; more than diabetes medication adherence'. The final two themes described recommendations to support implementation, 'Selling the intervention: what do general practice staff need to see?' and 'Fitting the mould; complementing current service delivery'. CONCLUSIONS Staff see the potential for a text message-based support intervention to address unmet needs and to enhance care for people with diabetes. Digital interventions, such as SuMMiT-D, need to be compatible with existing systems, demonstrate measurable benefits, be incentivised and be quick and easy for staff to engage with. Interventions also need to be perceived to address general practice priorities, such as taking a holistic approach to care and having multi-cultural reach and relevance. Findings from this study are being combined with parallel work with people with type 2 diabetes to ensure stakeholder views inform further refinement and implementation of the SuMMiT-D intervention.
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Affiliation(s)
- Karen Butler
- Health Behaviour Change Research Group, School of Psychology, University of Galway, University Road, Galway, Ireland
| | - Yvonne Kiera Bartlett
- Manchester Centre for Health Psychology, School of Health Sciences, University of Manchester, Manchester, UK
| | - Nikki Newhouse
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Farmer
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - David P French
- Manchester Centre for Health Psychology, School of Health Sciences, University of Manchester, Manchester, UK
| | - Cassandra Kenning
- Division of Population Health, Health Services Research & Primary Care, School of Health Sciences, University of Manchester, Manchester, UK
| | - Louise Locock
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Rustam Rea
- Oxford Centre for Diabetes, Endocrinology and Metabolism, NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Veronika Williams
- Faculty of Education and Professional Studies, School of Nursing, Nipissing University, North Bay, Canada
| | - Jenny Mc Sharry
- Health Behaviour Change Research Group, School of Psychology, University of Galway, University Road, Galway, Ireland.
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Stone JY, Mayberry LS, Clouse K, Mulvaney S. The Role of Habit Formation and Automaticity in Diabetes Self-Management: Current Evidence and Future Applications. Curr Diab Rep 2023; 23:43-58. [PMID: 36749452 DOI: 10.1007/s11892-023-01499-y] [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] [Accepted: 01/09/2023] [Indexed: 02/08/2023]
Abstract
PURPOSE OF REVIEW Diabetes is a chronic condition that requires consistent self-management for optimal health outcomes. People with diabetes are prone to burnout, cognitive burden, and sub-optimal performance of self-management tasks. Interventions that focus on habit formation have the potential to increase engagement by facilitating automaticity of self-management task performance. The purpose of this review is to (1) clarify the conceptualizations of habit formation and behavioral automaticity in the context of health behavior interventions, (2) review the evidence of habit in relation to behaviors relevant to diabetes self-management, and (3) discuss opportunities for incorporating habit formation and automaticity into diabetes self-management interventions. RECENT FINDINGS Modern habit research describes a habit as a behavior that results over time from an automatic mental process. Automatic behaviors are experienced as cue-dependent, goal-independent, unconscious, and efficient. Habit formation requires context-dependent repetition to form cue-behavior associations. Results of diabetes habit studies are mixed. Observational studies have shown positive associations between habit strength and target self-management behaviors such as taking medication and monitoring blood glucose, as well as glycemic outcomes such as HbA1c. However, intervention studies conducted in similar populations have not demonstrated a significant benefit of habit-forming interventions compared to controls, possibly due to varying techniques used to promote habit formation. Automaticity of self-management behaviors has the potential to minimize the burden associated with performance of self-management tasks and ultimately improve outcomes for people with diabetes. Future studies should focus on refining interventions focused on context-dependent repetition to promote habit formation and better measurement of habit automaticity in diabetes self-management.
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Affiliation(s)
- Jenine Y Stone
- Vanderbilt University, 461 21st Avenue South, Nashville, TN, 37240, USA.
- AMCR Institute, Escondido, CA, USA.
| | | | - Kate Clouse
- Vanderbilt University, 461 21st Avenue South, Nashville, TN, 37240, USA
| | - Shelagh Mulvaney
- Vanderbilt University, 461 21st Avenue South, Nashville, TN, 37240, USA
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Trief PM, Uschner D, Kalichman S, Anderson BJ, Fette LM, Wen H, Bulger JD, Weinstock RS. Psychosocial factors predict medication adherence in young adults with youth-onset type 2 diabetes: Longitudinal results from the TODAY2 iCount study. Diabet Med 2023; 40:e15062. [PMID: 36751994 DOI: 10.1111/dme.15062] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/13/2023] [Accepted: 02/06/2023] [Indexed: 02/09/2023]
Abstract
AIM To identify psychosocial predictors of medication adherence in young adults with youth-onset type 2 diabetes in the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY2) cohort. METHODS Participants (mean age: 26 years) completed validated psychosocial measures. Unannounced telephone pill counts were completed at T1 (baseline) and T2 (follow-up, approximately 1 year later) to assess adherence to oral hypoglycaemia agents (OHAs). Adherence to insulin was assessed by self-report. Logistic and linear regressions identified factors that predicted 'low adherence' (<80% of pills/insulin) and per cent adherence, adjusted for potential confounders. RESULTS Of 171 participants with OHA adherence scores at T1 and T2 (65% women, 43% Hispanic and 35% non-Hispanic Black), 65.4% were low adherent. After adjustment (including T1 adherence), concerns about diabetes medicines (adverse effects, dependence) at T1 predicted higher odds of being low adherent (categorical) at T2 (p = 0.019). Housing insecurity (p = 0.045) and reporting ≥2 need insecurities (p = 0.027) at T1 predicted lower per cent adherence (continuous) at T2. Of 157 participants with insulin adherence scores at T1 and T2 (69% women, 38% Hispanic and 38% non-Hispanic Black), 36.3% were low adherent. After adjustment (including T1 adherence), beliefs that medicines are overused predicted higher odds of insulin low adherence at T2 (p = 0.013), and beliefs that medicines are harmful (p = 0.004) and overused (p = 0.010) predicted lower per cent insulin adherence at T2. CONCLUSIONS Suboptimal medication adherence, common in young adults with youth-onset type 2 diabetes, is predicted by interfering beliefs about medicines and social factors. We must address these beliefs and unmet needs to develop tailored interventions for this vulnerable group.
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Affiliation(s)
- Paula M Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Diane Uschner
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Seth Kalichman
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - Barbara J Anderson
- Department of Pediatrics-Psychology, Baylor College of Medicine, Houston, Texas, USA
| | - Lida M Fette
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Hui Wen
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Jane D Bulger
- Department of Medicine, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Ruth S Weinstock
- Department of Medicine, State University of New York Upstate Medical University, Syracuse, New York, USA
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20
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Hassan F, Hatah E, Ali AM, Wen CW. The intervention strategies and service model for pharmacist-led diabetes management: a scoping review. BMC Health Serv Res 2023; 23:46. [PMID: 36653832 PMCID: PMC9847048 DOI: 10.1186/s12913-022-08977-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 12/16/2022] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND There is increasing intervention activities provided during pharmacist-led diabetes management. Nevertheless, there is an unclear definition of the activities involved during the intervention. Thus, this study aimed to describe the type of intervention strategies and service model provided during pharmacist-led type 2 diabetes management and service outcomes. METHODS This study utilized the scoping review methodology of the Joanna Briggs Institute Reviewers' Manual 2015. Articles on pharmacist-led diabetes management focusing on the service content, delivery methods, settings, frequency of appointments, collaborative work with other healthcare providers, and reported outcomes were searched and identified from four electronic databases: Ovid Medline, PubMed, Scopus, and Web of Science from 1990 to October 2020. Relevant medical subject headings and keywords, such as "diabetes," "medication adherence," "blood glucose," "HbA1c," and "pharmacist," were used to identify published articles. RESULTS The systematic search retrieved 4,370 articles, of which 61 articles met the inclusion criteria. The types of intervention strategies and delivery methods were identified from the studies based on the description of activities reported in the articles and were tabulated in a summary table. CONCLUSION There were variations in the descriptions of intervention strategies, which could be classified into diabetes education, medication review, drug consultation/counseling, clinical intervention, lifestyle adjustment, self-care, peer support, and behavioral intervention. In addition, most studies used a combination of two or more intervention strategy categories when providing services, with no specific pattern between the service model and patient outcomes.
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Affiliation(s)
- Fahmi Hassan
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, 50300, Kuala Lumpur, Malaysia
- Pharmacy Services Program, Ministry of Health Malaysia, Lot 36 Jalan Universiti, 46350, Petaling Jaya, Selangor, Malaysia
| | - Ernieda Hatah
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, 50300, Kuala Lumpur, Malaysia.
| | - Adliah Mhd Ali
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, 50300, Kuala Lumpur, Malaysia
| | - Chong Wei Wen
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, 50300, Kuala Lumpur, Malaysia
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Vallis M, Jin S, Klimek-Abercrombie A, Bunko A, Kukaswadia A, Neish CS, Ivers NM. Understanding strategies to improve medication adherence among persons with type 2 diabetes: A scoping review. Diabet Med 2023; 40:e14941. [PMID: 35996880 DOI: 10.1111/dme.14941] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/10/2022] [Accepted: 08/19/2022] [Indexed: 11/29/2022]
Abstract
AIMS The objectives of this scoping review were to: (1) identify the target audience and contexts in which strategies to improve type 2 diabetes mellitus (T2DM) medication adherence have been used, (2) provide an overview of behaviour change techniques (BCTs) used, (3) describe the determinants of behaviour targeted by strategies and (4) to identify current gaps in strategies. METHODS A systemic search for articles related to T2DM, medication adherence and strategies was conducted in EMBASE, Ovid MEDLINE and Epub Ahead of Print, In-Process & Other Non-Indexed Citations and Daily using the OvidSP platform on 11 March 2021. All publications involving strategies to overcome medication non-adherence among adults with T2DM were included. Strategies were categorized according to the BCT taxonomy and the determinants of behaviour targeted by each strategy were classified by using the Theoretical Domains Framework (TDF). RESULTS The search identified 58 articles and 61 strategies. The BCT categories Antecedents and Natural consequences and BCTs Feedback on outcome(s) of behaviour, Adding objects to the environment and Information about health consequences were identified most frequently as components of strategies resulting in statistically significant improvement in medication adherence. Strategies targeting the TDF domains Reinforcement and Beliefs about Consequences most often resulted in statistically significant improvements in adherence measures. CONCLUSIONS The findings from this review identify BCTs and targeted behaviours with demonstrated success. Further exploration of the myriad of BCTs and the corresponding determinants of behaviour which were not accessed may be warranted for the development of future strategies to improve medication adherence in type 2 diabetes.
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Affiliation(s)
- Michael Vallis
- Family Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | | | | | - Andrean Bunko
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Atif Kukaswadia
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Calum S Neish
- Real World Solutions, IQVIA Solutions Canada Inc., Mississauga, Ontario, Canada
| | - Noah M Ivers
- Department of Family Medicine, Women's College Hospital and University of Toronto, Toronto, Ontario, Canada
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22
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Pantea I, Roman N, Repanovici A, Drugus D. Diabetes Patients' Acceptance of Injectable Treatment, a Scientometric Analysis. LIFE (BASEL, SWITZERLAND) 2022; 12:life12122055. [PMID: 36556420 PMCID: PMC9782907 DOI: 10.3390/life12122055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 11/23/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022]
Abstract
Diabetes is a condition associated with multiple systemic secondary risk factors, besides pancreatic dysfunctions, affecting the population worldwide and with high costs impacting the healthcare systems. This paper aims to identify the major issues in patients' adherence to injectable diabetes treatment. After the interrogation of the Web of Science database, a scientometric map was generated, from which six directions of approach were identified as essential factors influencing the patient's adherence. These directions yielded clusters of related articles. Glycemic control with the endocrinology metabolic implications, lifestyle adjustments, the healthcare services, medication therapy algorithm, healthcare services digitalization and healthcare policies seem to have a major impact on injectable diabetes therapy and patient adherence. Further research on every one of the six directions is needed to identify the potential of increasing injectable treatment adherence in diabetes patients.
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Affiliation(s)
- Ileana Pantea
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Nadinne Roman
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Angela Repanovici
- Faculty of Product Design and Environment, Transilvania University of Brasov, 500036 Brasov, Romania
- Correspondence:
| | - Daniela Drugus
- Faculty of Medicine, University of Medicine and Farmacy Grigore T. Popa, 700115 Iasi, Romania
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23
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Trief PM, Kalichman S, Uschner D, Tung M, Drews KL, Anderson BJ, Fette LM, Wen H, Bulger JD, Weinstock RS. Association of psychosocial factors with medication adherence in emerging adults with youth-onset type 2 diabetes: The iCount study. Pediatr Diabetes 2022; 23:1695-1706. [PMID: 36220788 DOI: 10.1111/pedi.13431] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 09/13/2022] [Accepted: 10/05/2022] [Indexed: 12/29/2022] Open
Abstract
AIMS To assess associations of psychosocial factors with medication adherence in young adults with youth-onset type 2 diabetes in the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY2) cohort. METHODS Participants (mean age 26 years) completed validated psychosocial measures. Adherence to oral hypoglycemia agents (OHAs) was assessed with 3-monthly unannounced phone pill counts; insulin adherence by self-report. Logistic and linear regressions identified factors associated with "low-adherence" (<80% of pills/insulin) controlling for confounders. RESULTS Of 212 participants taking OHAs (67% female, 39% Hispanic, 36% non-Hispanic Black), 69.8% were low-adherent. After adjustment, beliefs that medicines are necessary was associated with lower odds of low-adherence (p = 0.040, dichotomous). Less self-management support (p = 0.008), no healthcare coverage (p = 0.001), ≥1 (p = 0.008)/≥2 (p = 0.045) need insecurities were associated with higher odds of low-adherence. Factors associated with lower % adherence (continuous) were beliefs that medicines are harmful (p < 0.001)/overused (p = 0.007)/less necessary (p = 0.022), low self-management support (p = 0.003), food insecurity (p = 0.036), no healthcare coverage (p < 0.001), ≥1 (p = 0.003)/≥2 (p = 0.018) need insecurities. Of 192 taking insulin (69% female, 36% Hispanic, 41% non-Hispanic Black, 16% non-Hispanic white), 37.0% were low-adherent. Beliefs that medicines are overused (p = 0.009), that diabetes is not serious (p = 0.010), low diabetes self-efficacy (p = 0.035), high distress (p = 0.027), low self-management support (p = 0.001), food insecurity (p = 0.020), ≥1 (p = 0.011)/≥2 (p = 0.015) insecurities increased odds of insulin low-adherence. CONCLUSIONS Poor medication adherence, common in young adults with youth-onset type 2 diabetes, is associated with interfering beliefs, diabetes distress and social factors. We must address these factors to develop tailored interventions for this vulnerable group.
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Affiliation(s)
- Paula M Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Seth Kalichman
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - Diane Uschner
- Biostatistics Center, George Washington University, Rockville, Maryland, USA
| | - Melinda Tung
- Biostatistics Center, George Washington University, Rockville, Maryland, USA
| | - Kimberly L Drews
- Biostatistics Center, George Washington University, Rockville, Maryland, USA
| | - Barbara J Anderson
- Department of Pediatrics, Psychology Section, Baylor College of Medicine, Houston, Texas, USA
| | - Lida M Fette
- Biostatistics Center, George Washington University, Rockville, Maryland, USA
| | - Hui Wen
- Biostatistics Center, George Washington University, Rockville, Maryland, USA
| | - Jane D Bulger
- Department of Medicine, Division of Endocrinology, State University of New York Upstate Medical University, Syracuse New York, USA
| | - Ruth S Weinstock
- Department of Medicine, Division of Endocrinology, State University of New York Upstate Medical University, Syracuse New York, USA
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24
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Kim C, Kim M, Lee G, Park E, Schlenk EA. Effectiveness of nurse‐led interventions on medication adherence in adults taking medication for metabolic syndrome: A systematic review and meta‐analysis. J Clin Nurs 2022. [DOI: 10.1111/jocn.16589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/14/2022] [Accepted: 11/03/2022] [Indexed: 11/26/2022]
Affiliation(s)
- Chun‐Ja Kim
- College of Nursing and the Research Institute of Nursing Science Ajou University Suwon South Korea
| | - Moonsun Kim
- Department of Nursing, Graduate School and College of Nursing Ajou University Suwon South Korea
| | - Ga‐Young Lee
- Department of Nursing, Graduate School and College of Nursing Ajou University Suwon South Korea
| | - Eunyoung Park
- Chungnam National University College of Nursing Daejeon South Korea
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Trief PM, Kalichman SC, Wang D, Drews KL, Anderson BJ, Bulger JD, Weinstock RS. Medication adherence in young adults with youth-onset type 2 diabetes: iCount, an observational study. Diabetes Res Clin Pract 2022; 184:109216. [PMID: 35085644 DOI: 10.1016/j.diabres.2022.109216] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 01/10/2022] [Accepted: 01/21/2022] [Indexed: 11/21/2022]
Abstract
AIMS To assess prevalence of, and factors associated with, medication adherence of young adults with youth-onset type 2 diabetes. METHODS Oral hypoglycaemia agent (OHA) adherence was measured with unannounced telephone pill counts, insulin adherence was self-reported. Those taking ≥ 80% of pills/insulin were classified "high-adherent," <80% of pills/insulin "low-adherent." Analyses included unadjusted, and adjusted linear and logistic regressions assessing associations of participant factors with adherence. RESULTS For people taking OHAs (N = 212, mean age 26 yrs, 67% women, 18% non-Hispanic White, 35% non-Hispanic Black, 41% Hispanic), 69.8% were low-adherent. HbA1c was lower in the high-adherent group (9.2%/77 mmol/mol vs. 10.0%/86 mmol/mol, p < 0.04). More non-Hispanic Blacks were low-adherent (85.7%) than Hispanics (60.2%) and non-Hispanic whites (55.3%, p < 0.002); 91.4% of participants without healthcare coverage were low-adherent vs. 65.5% of those with coverage (p < 0.004). After adjustment, gender (p = 0.024), race/ethnicity (p < 0.001) and healthcare coverage (p = 0.001) remained related to OHA adherence. For insulin (N = 192), 37% were low-adherent. HbA1c was associated with insulin adherence (low = 11.2%/99 mmol/mol vs. high = 10.0%/86 mmol/mol, p < 0.001) with and without adjustment. CONCLUSIONS Young adults with youth-onset type 2 diabetes, especially females, non-Hispanic Blacks and those without healthcare coverage, commonly had low-OHA adherence. Glycaemic control was also poor. Interventions to improve medication adherence are needed for this vulnerable group.
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Affiliation(s)
- Paula M Trief
- State University of New York (SUNY) Upstate Medical University, 750 E. Adams St., Syracuse, NY 13210, USA.
| | - Seth C Kalichman
- University of Connecticut, 2006 Hillside Road, Storrs, CT 06269-1020, USA.
| | - Dongliang Wang
- State University of New York (SUNY) Upstate Medical University, 750 E. Adams St., Syracuse, NY 13210, USA.
| | - Kimberly L Drews
- George Washington University, 6110 Executive Blvd., Rockville, MD 20852, USA.
| | | | - Jane D Bulger
- State University of New York (SUNY) Upstate Medical University, 750 E. Adams St., Syracuse, NY 13210, USA.
| | - Ruth S Weinstock
- State University of New York (SUNY) Upstate Medical University, 750 E. Adams St., Syracuse, NY 13210, USA.
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Mishra R, Sharma SK, Verma R, Kangra P, Dahiya P, Kumari P, Sahu P, Bhakar P, Kumawat R, Kaur R, Kaur R, Kant R. Medication adherence and quality of life among type-2 diabetes mellitus patients in India. World J Diabetes 2021; 12:1740-1749. [PMID: 34754375 PMCID: PMC8554374 DOI: 10.4239/wjd.v12.i10.1740] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 04/07/2021] [Accepted: 07/16/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Diabetes mellitus (DM) is a progressively increasing metabolic disorder and a significant public health burden that demands immediate global attention. However, there is a paucity of data about adherence to antidiabetic drugs among patients with type-2 (T2)DM in Uttarakhand, India. Outpatient research reported that more than 50% of patients do not adhere to the correct administration and appropriate medicine dosage. It has been reported that patients with chronic diseases who adhere to treatment may experience improvement in quality of life (QoL) and vice versa.
AIM To assess the adherence to antidiabetic medication and QoL among patients with T2DM.
METHODS This cross-sectional descriptive study was conducted at a tertiary care hospital in Uttarakhand, India. The Medication Adherence Rating Scale and World Health Organization QoL-BREF scale were used to assess medication adherence and QoL.
RESULTS Two hundred seventy-seven patients suffering from T2DM participated in the study. Their mean age was 50.80 (± 10.6) years, 155 (56%) had a poor adherence level and 122 (44%) had a good adherence level to antidiabetic medications. After adjusting for sociodemographic factors, multiple linear regression analysis found patients who were adherent to antidiabetic medications had significantly higher mean overall perception of QoL and overall perception of health, with beta scores of 0.36 and 0.34, respectively (both P = 0.000) points compared with nonadherent patients.
CONCLUSION There was an association between medication adherence and QoL in patients with T2DM. Hence, there is a need to plan awareness and counseling programs followed by regular follow-up to motivate patient adherence to recommended treatment and lifestyle regimens.
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Affiliation(s)
- Rakhi Mishra
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Suresh K Sharma
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Rajni Verma
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Priyanka Kangra
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Preeti Dahiya
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Preeti Kumari
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Priya Sahu
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Priyanka Bhakar
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Reena Kumawat
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Ravinder Kaur
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Ravinder Kaur
- College of Nursing, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
| | - Ravi Kant
- Department of Medicine, All India Institute of Medical Sciences, Uttarakhand 249203, Rishikesh, India
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Hogervorst S, Adriaanse M, Brandt H, Vervloet M, van Dijk L, Hugtenburg J. Feasibility study of a digitalized nurse practitioner-led intervention to improve medication adherence in type 2 diabetes patients in Dutch primary care. Pilot Feasibility Stud 2021; 7:152. [PMID: 34362471 PMCID: PMC8349070 DOI: 10.1186/s40814-021-00892-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 07/22/2021] [Indexed: 11/10/2022] Open
Abstract
Purpose The purpose of this feasibility study was to improve and implement an intervention aimed at enhancing medication adherence in sub-optimally controlled and non-adherent type 2 diabetes (T2DM) patients in primary care. Methods Four phases were completed: (1) context analysis, (2) collaboration protocol development, (3) digitalization, and (4) process evaluation. Two community pharmacies and seven general practices participated. In phase 1, two focus groups were conducted, of which one with healthcare providers (HCP, N = 5) and one with patients (N = 11). In phase 4, four semi-structured interviews and one focus group (N = 6) were conducted with healthcare providers. The goal of these focus groups and interviews was to obtain insights into current care to support medication adherence (phase 1), opportunities for collaboration (phase 2) and process evaluation (phase 4). Data were analyzed in Atlas.ti using thematic analyses. Results Both T2DM patients and HCPs considered medication adherence vital. Suboptimal collaboration between HCPs and unreliable ways to monitor medication non-adherence appeared important barriers for adequate care to support medication adherence (phase 1). The nurse practitioner (NP) was chosen as the interventionist with supportive roles for other HCPs (phase 2). All components of the intervention were digitalized (phase 3). The implementation of the digitalized intervention was reported to be suboptimal (phase 4). Main reasons were that pharmacy refill data were unreliable, NPs experienced difficulties addressing medication non-adherence adequately and collaboration between HCPs was suboptimal. Conclusions The medication adherence enhancing intervention was successfully digitalized, but implementation of the digitalized intervention appeared not feasible as of yet. Supplementary Information The online version contains supplementary material available at 10.1186/s40814-021-00892-2.
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Affiliation(s)
- Stijn Hogervorst
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands. .,Amsterdam Public Health Research Institute, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
| | - Marcel Adriaanse
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Hella Brandt
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Marcia Vervloet
- Department of Pharmaceutical Care, Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
| | - Liset van Dijk
- Department of Pharmaceutical Care, Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands.,Department of PharmacoTherapy, Epidemiology & Economics (PTEE), Faculty of Mathematics and Natural Sciences, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, Netherlands
| | - Jacqueline Hugtenburg
- Amsterdam Public Health Research Institute, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.,Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
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Samudera WS, Efendi F, Indarwati R. Effect of community and peer support based healthy lifestyle program (CP-HELP) on self care behavior and fasting blood glucose in patient with type 2 Diabetes Mellitus. J Diabetes Metab Disord 2021; 20:193-199. [PMID: 34178831 PMCID: PMC8212258 DOI: 10.1007/s40200-021-00729-y] [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: 10/15/2020] [Accepted: 01/01/2021] [Indexed: 10/22/2022]
Abstract
Type 2 diabetes mellitus (T2DM) was one of chronic disease that remain global concern including in Indonesia. Healthy lifestyle is a part of diabetes mellitus treatment to achieve the highest health status and to prevent diabetes complication. PURPOSE This study aimed to examine the effect of community and peer support based healthy lifestyle program (CP-HELP) on self-care behavior and fasting blood glucose in patient with T2DM. METHODS The research design was used quasi experimental pre and post-test design. 163 participants with T2DM were divided into two groups, 83 participants as intervention group were given CP-HELP intervention and 80 participants as control group were given usual care. Measurement of self-care behavior used Diabetes Self-Management Questionnaire (DSMQ). Furthermore, measurement of fasting blood glucose was measured by capillary blood test. This study was used paired t test and multivariate analysis of variance. RESULTS An increase of mean value of self-care behavior was occurred in both of group intervention and control. A significant different between pre-test and post-test in intervention group (p = 0.000). Results of statistical test used paired t test in control group, was not showed significantly different (p = 0.249). Improved of fasting blood glucose only occurred in intervention group (p = 0.020). Results of multivariate statistic test was showed in both outcomes obtained significant value less than 0.05, self-care behavior (p = 0.010), fasting blood glucose (p = 0.042). CONCLUSION CP-HELP may be a promising interventional strategy to improve self-care behavior and improving of fasting blood glucose in patient with T2DM. The research results can be used as an important reference for improving self care behavior and fasting blood glucose in patient with type 2 Diabetes Mellitus.
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Affiliation(s)
- Wahyu Sukma Samudera
- Master of Nursing Study Program, Faculty of Nursing, Universitas Airlangga, Surabaya, Indonesia
| | - Ferry Efendi
- Faculty of Nursing, Universitas Airlangga, Surabaya, Indonesia
| | - Retno Indarwati
- Faculty of Nursing, Universitas Airlangga, Surabaya, Indonesia
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29
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Fendrick AM, Brixner D, Rubin DT, Mease P, Liu H, Davis M, Mittal M. Sustained long-term benefits of patient support program participation in immune-mediated diseases: improved medication-taking behavior and lower risk of a hospital visit. J Manag Care Spec Pharm 2021; 27:1086-1095. [PMID: 33843252 PMCID: PMC10394214 DOI: 10.18553/jmcp.2021.20560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Patient support programs (PSPs) improve medication-taking behavior in the first 12 months of treatment for patients with immune-mediated diseases, but it is unknown if these benefits are sustained. As immune-mediated diseases continue to increase in prevalence and economic burden, understanding the potential value of PSPs in helping patients adhere to their long-term treatment plan and avoid costly hospital visits is crucial. Launched nationally in 2015, HUMIRA Complete (a PSP for adalimumab patients) provides an opportunity to study long-term effects of PSP participation, including the impact on medication-taking behavior and hospital visits. OBJECTIVE: To evaluate the sustained relationship between PSP participation, long-term medication-taking behavior, and hospital visits. METHODS: A longitudinal, retrospective matched-cohort study was conducted of patients initiating adalimumab between January 2015 and February 2016 with or without enrolling in the PSP, using patient-level data from the HUMIRA Complete PSP linked with Symphony Health claims. The sample included adult, commercially insured patients diagnosed with an indicated disease who were biologic-naive and had data available for ≥ 6 months before and ≥ 12 months after initiating adalimumab. Adherence (proportion of days covered) and hospital visits were assessed at 12, 24, and 36 months for patients with sufficient follow-up data. Multivariable generalized models estimated differences between cohorts, controlling for baseline characteristics and hospital visits. Duration of persistence and time to a hospital visit were compared using Kaplan-Meier analyses. Hazard ratios were estimated using multivariable Cox proportional hazards models. RESULTS: The matched cohort included 2,268 patients (1,134 per cohort), and patient attrition was similar across cohorts. The PSP cohort consistently demonstrated higher adalimumab adherence than the non-PSP cohort at 12 (64.8% vs. 50.1%, P < 0.0001; 29% greater), 24 (49.4% vs. 38.4%; P < 0.0001; 29% greater), and 36 (39.4% vs. 35.1%; P = 0.02; 12% greater) months. PSP participation was associated with a 30% lower hazard of discontinuation (P < 0.0001), and median duration of persistence was 4.8 months longer for the PSP cohort (13.2 vs. 8.4 months; P < 0.0001). The PSP cohort had lower rates of hospital visits at 12 (30% vs. 37%; P < 0.001; 19% lower), 24 (44% vs. 53%; P = 0.01; 17% lower), and 36 (55% vs. 65%; P < 0.01; 16% lower) months, and PSP participation was associated with a 25% lower hazard of a hospital visit (P < 0.0001). Median time to a hospital visit was 10.8 months longer for the PSP cohort (32.7 vs. 21.9 months; P < 0.0001). Findings were consistent across therapeutic areas: hazard of a hospital visit was 28%, 27%, and 37% lower for rheumatology, gastroenterology, and dermatology patients participating in the PSP (all P < 0.05). CONCLUSIONS: Patients with immune-mediated diseases receiving adalimumab and utilizing this PSP had improved long-term medication-taking behavior and lower risk of hospital visits, demonstrating the potential of PSPs to improve patient outcomes and lower the burden to the health care system. DISCLOSURES: Design, study conduct, and financial support for the study were provided by AbbVie Inc., which participated in the interpretation of data, review, and approval of the manuscript. Fendrick has received personal fees from Merck, AstraZeneca, Trizetto, Amgen, Lilly, AbbVie, Johnson & Johnson, and Sanofi; grants from the National Pharmaceutical Council, PhRMA, the Gary and Mary West Health Foundation, the states of New York and Michigan, the Laura and John Arnold Foundation, the Robert Wood Johnson Foundation, and the Agency for Healthcare Research and Quality; and equity in Zansors, Sempre Health, Wellth, and V-BID Health. Brixner has received consulting fees from AbbVie, Novartis, Xcenda, Elevar Therapeutics, Sanofi, UCB Pharma, and the Millcreek Outcomes Group. Rubin has received consulting fees from AbbVie, Abgenomics, Allergan Inc., Amgen, Celgene Corporation, Forward Pharma, Genentech/Roche, Janssen Pharmaceuticals, Merck & Co., Miraca Life Sciences, Mitsubishi Tanabe Pharma Development America, Napo Pharmaceuticals, Pfizer, Salix Pharmaceuticals Inc., Samsung Bioepis, Sandoz Pharmaceuticals, Shire, Takeda, and Target Pharmaceuticals; and research support from AbbVie, Genentech/Roche, Janssen Pharmaceuticals, Prometheus Laboratories, Shire, Takeda, and UCB Pharma. Mease has received grant/research support from AbbVie, Amgen, BMS, Celgene, Janssen, Lilly, Merck, Novartis, Pfizer, SUN Pharma, and UCB; consulting fees from AbbVie, Amgen, BMS, Boehringer Ingelheim, Celgene, Galapagos, Genentech, Gilead, GlaxoSmithKline, Janssen, Lilly, Novartis, Pfizer, SUN Pharma, and UCB; and has served on the speakers bureau for AbbVie, Amgen, Celgene, Janssen, Lilly, Novartis, Pfizer, and UCB. Liu has no financial conflict of interest. Davis is an employee of Medicus Economics, which received payment from AbbVie to participate in this research. Mittal is an employee and stockholder of AbbVie. This study used a cohort of patients previously described in Brixner D, Rubin DT, Mease P, et al. Patient support program increased medication adherence with lower total health care costs despite increased drug spending. J Manag Care Spec Pharm. 2019 Jul;25(7):770-79 (doi: 10.18553/jmcp.2019.18443). As such, the sample selection and select baseline characteristics and 12-month outcomes have been published previously; however, the hospital visit outcomes and the longer-term medication-taking behavior outcomes have not been previously published or presented.
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Affiliation(s)
| | - Diana Brixner
- University of Utah College of Pharmacy, Salt Lake City
| | - David T Rubin
- University of Chicago Medicine Inflammatory Bowel Disease Center, Chicago, IL
| | - Philip Mease
- Swedish Medical Center/Providence St. Joseph Health and University of Washington School of Medicine, Seattle, WA
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Vluggen S, Candel M, Hoving C, Schaper NC, de Vries H. A Web-Based Computer-Tailored Program to Improve Treatment Adherence in Patients With Type 2 Diabetes: Randomized Controlled Trial. J Med Internet Res 2021; 23:e18524. [PMID: 33620321 PMCID: PMC7943340 DOI: 10.2196/18524] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 09/17/2020] [Accepted: 12/21/2020] [Indexed: 01/01/2023] Open
Abstract
Background Adherence to core type 2 diabetes mellitus (T2DM) treatment behaviors is suboptimal, and nonadherence is generally not limited to one treatment behavior. The internet holds promise for programs that aim to improve adherence. We developed a computer-tailored eHealth program for patients with T2DM to improve their treatment adherence, that is, adherence to both a healthy lifestyle and medical behaviors. Objective The objective of this study is to examine the effectiveness of the eHealth program in a randomized controlled trial. Methods Patients with T2DM were recruited by their health professionals and randomized into either the intervention group, that is, access to the eHealth program for 6 months, or a waiting-list control group. In total, 478 participants completed the baseline questionnaire, of which 234 gained access to the eHealth program. Of the 478 participants, 323 were male and 155 were female, the mean age was 60 years, and the participants had unfavorable BMI and HbA1c levels on average. Outcome data were collected through web-based assessments on physical activity (PA) levels, caloric intake from unhealthy snacks, and adherence to oral hypoglycemic agents (OHAs) and insulin therapy. Changes to separate behaviors were standardized and summed into a composite change score representing changes in the overall treatment adherence. Further standardization of this composite change score yielded the primary outcome, which can be interpreted as Cohen d (effect size). Standardized change scores observed in separate behaviors acted as secondary outcomes. Mixed linear regression analyses were conducted to examine the effectiveness of the intervention on overall and separate treatment behavior adherence, accommodating relevant covariates and patient nesting. Results After the 6-month follow-up assessment, 47.4% (111/234) of participants in the intervention group and 72.5% (177/244) of participants in the control group were retained. The overall treatment adherence improved significantly in the intervention group compared with the control group, reflected by a small effect size (d=0.27; 95% CI 0.032 to 0.509; P=.03). When considering changes in separate treatment behaviors, a significant decrease was observed only in caloric intake from unhealthy snacks in comparison with the control group (d=0.36; 95% CI 0.136 to 0.584; P=.002). For adherence to PA (d=−0.14; 95% CI −0.388 to 0.109; P=.27), OHAs (d=0.27; 95% CI −0.027 to 0.457; P=.08), and insulin therapy (d=0.35; 95% CI −0.066 to 0.773; P=.10), no significant changes were observed. These results from the unadjusted analyses were comparable with the results of the adjusted analyses, the per-protocol analyses, and the sensitivity analyses. Conclusions Our multibehavior program significantly improved the overall treatment adherence compared with the control group. To further enhance the impact of the intervention in the personal, societal, and economic areas, a wide-scale implementation of our eHealth intervention is suggested. Trial Registration Netherlands Trial Register NL664; https://www.trialregister.nl/trial/6664
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Affiliation(s)
- Stan Vluggen
- Department of Health Promotion, Maastricht University, Maastricht, Netherlands
| | - Math Candel
- Department of Methodology and Statistics, Maastricht University, Maastricht, Netherlands
| | - Ciska Hoving
- Department of Health Promotion, Maastricht University, Maastricht, Netherlands
| | - Nicolaas C Schaper
- Department of Endocrinology and Internal Medicine, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Hein de Vries
- Department of Health Promotion, Maastricht University, Maastricht, Netherlands
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Sun JW, Hernández-Díaz S, Bourgeois FT, Haneuse S, Brill G, Bateman BT, Huybrechts KF. Antidiabetic medication use in commercially insured children and adolescents in the United States from 2004 to 2019. Diabetes Obes Metab 2021; 23:444-454. [PMID: 33118291 DOI: 10.1111/dom.14237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 10/06/2020] [Accepted: 10/25/2020] [Indexed: 01/19/2023]
Abstract
AIM To describe the patterns of non-insulin antidiabetic medication use, initiation and adherence in the paediatric population. METHODS We conducted a descriptive study of non-insulin antidiabetic medication use in children and adolescents (aged 10-18 years) using real-world data from a nationwide US commercial claims database (January 2004-September 2019). Trends in the prevalence of non-insulin antidiabetic medication use overall and by class were evaluated. Among new users of non-insulin antidiabetic agents, medication adherence was examined using group-based trajectory models. RESULTS In a cohort of more than 1 million paediatric patients, the prevalence of any non-insulin antidiabetic medication use was 75.7 per 100 000 patients in 2004 and more than doubled to 162.0 per 100 000 in 2019. Biguanides (metformin) was by far the most widely used medication class. The use of newer classes was low (<10 per 100 000), but there was an uptake in the use of glucagon-like peptide-1 receptor agonists after liraglutide received paediatric approval in 2019. Medication adherence was poor during the 18 months after treatment initiation: 79.6% of initiators experienced an early treatment interruption (median time to interruption: 90 days among metformin monotherapy initiators) and 21% of initiators did not return for a prescription refill after the first month. CONCLUSIONS There was a substantial increase in non-insulin antidiabetic medication use among commercially insured paediatric patients from 2004 to 2019. Nearly all patients were treated with metformin, while the use of newer agents remained low. Despite the increase in medication use, short treatment episodes were observed, even among patients with a diagnosis of type 2 diabetes, raising concern over poor adherence.
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Affiliation(s)
- Jenny W Sun
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Sonia Hernández-Díaz
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Sebastien Haneuse
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Gregory Brill
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Brian T Bateman
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Krista F Huybrechts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
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32
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Mostafavi F, Alavijeh FZ, Salahshouri A, Mahaki B. The psychosocial barriers to medication adherence of patients with type 2 diabetes: a qualitative study. Biopsychosoc Med 2021; 15:1. [PMID: 33461565 PMCID: PMC7812642 DOI: 10.1186/s13030-020-00202-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 11/11/2020] [Indexed: 11/25/2022] Open
Abstract
Background The adherence of diabetic patients to their medication regimen is associated with many psychosocial factors that are still unknown. Therefore, the present study aims to identify the psychosocial barriers to medication adherence of patients with type2 diabetes (T2D). Methodology This descriptive qualitative study was done in Isfahan, Iran by conducting in-depth unstructured interviews with 23 purposively selected patients with T2D and 10 healthcare providers (HCPs). The participants were interviewed face-to-face between November 2017 and June 2018 at the patient’s home, a Health Care Center, or at the diabetes clinic. Data analysis was performed using MAXQDA-10 software and the conventional content analysis. Results The analysis of the data led to six categories of perceived psychosocial barriers: 1) fear, concern and distress, 2) exhaustion and burnout, 3) the children’s issues being the priority, 4) poor financial support, 5) communication challenges, and 6) poor work conditions. Conclusions This study identified some of the psychosocial barriers to medication adherence of patients with T2D, which will be of great help to researchers and HCPs in designing and implementing effective interventions to overcome these barriers and change patient self-care behaviors and increase their medication adherence.
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Affiliation(s)
- Firoozeh Mostafavi
- Department of Health Education and Promotion, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fereshteh Zamani Alavijeh
- Department of Health Education and Promotion, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Arash Salahshouri
- Department of Health Education and Promotion, School of Health, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, 61357 - 15751, Iran.
| | - Behzad Mahaki
- Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
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Ofori-Asenso R, Sahle BW, Chin KL, Mazidi M, Ademi Z, De Bruin ML, Liew D. Poor adherence and persistence to sodium glucose co-transporter 2 inhibitors in real-world settings: Evidence from a systematic review and meta-analysis. Diabetes Metab Res Rev 2021; 37:e3350. [PMID: 32447808 DOI: 10.1002/dmrr.3350] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 04/16/2020] [Accepted: 05/10/2020] [Indexed: 12/12/2022]
Abstract
AIMS Despite increasing prescription of sodium glucose co-transporter 2 (SGLT2) inhibitors, there is limited insight of the patterns of use among patients with diabetes prescribed these drugs. This study aimed to summarize available real-world data on the adherence and persistence to SGLT2 inhibitors. MATERIALS AND METHODS A systematic review for observational studies reporting the adherence and persistence to SGLT2 inhibitors was performed in Medline, Embase, and Web of Science from their inception to October 2019. Data were analysed via random-effects meta-analysis. RESULTS A total of 22 studies (31 cohorts) comprising 123 854 individuals prescribed SGLT2 inhibitors from eight countries were included. The pooled mean proportions of days covered [PDC] at six months and one year were 0.77 (95% confidence interval [CI] 0.72-0.82) and 0.72 (95% CI 0.66-0.77), respectively. The pooled proportions adherent (PDC ≥0.80) at six months and one year were 59.5% (95% CI 52.9-65.9) and 49.0% (95% CI 42.3-55.8), respectively. The pooled proportions of people persistent at six months, one year, and two years were 80.1% (95% CI 75.8-84.0), 61.8% (95% CI 57.8-65.7), and 45.9% (95% CI 35.5-56.5), respectively. When persistence was defined as the absence of ≥90-days gap, the equivalent pooled proportions persistent were 81.5% (95% CI 73.1-88.6), 58.9% (95% CI 53.1-64.6), and 34.7% (95% CI 33.6-35.8). Adherence and persistence appeared to vary across different SGLT2 inhibitors. CONCLUSIONS Real-world adherence and persistence to SGLT2 inhibitors is poor. Hence, targets for improving treatment adherence and persistence need to be identified and appropriate interventions implemented.
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Affiliation(s)
- Richard Ofori-Asenso
- Copenhagen Centre for Regulatory Science (CORS), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Berhe W Sahle
- Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Ken Lee Chin
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia
| | - Mohsen Mazidi
- Department of Twin Research and Genetic Epidemiology, Kings College London, London, UK
| | - Zanfina Ademi
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Marie Louise De Bruin
- Copenhagen Centre for Regulatory Science (CORS), Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Danny Liew
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Mody R, Yu M, Nepal B, Konig M, Grabner M. Adherence and persistence among patients with type 2 diabetes initiating dulaglutide compared with semaglutide and exenatide BCise: 6-month follow-up from US real-world data. Diabetes Obes Metab 2021; 23:106-115. [PMID: 32945083 PMCID: PMC7756843 DOI: 10.1111/dom.14195] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/29/2020] [Accepted: 09/12/2020] [Indexed: 12/24/2022]
Abstract
AIM To compare 6-month adherence, persistence and treatment patterns among patients initiating once-weekly glucagon-like peptide-1 receptor agonists (GLP-1RAs), dulaglutide versus semaglutide, and dulaglutide versus exenatide BCise, using claims from the HealthCore Integrated Research Database. MATERIALS AND METHODS Patients aged ≥18 years, with type 2 diabetes, ≥1 claim for dulaglutide, semaglutide or exenatide BCise during the index period February 2018 to December 2018 (index date = earliest GLP-1RA fill date), no claim for GLP-1RAs in the 6-month pre-index period, and continuous enrolment 6 months pre- and post-index were included. Dulaglutide users were propensity-matched 1:1 to semaglutide users (3852 pairs) or exenatide BCise users (1879 pairs). The proportions of adherent (proportion of days covered ≥80%) patients were compared using chi-squared tests. Persistence, measured as days to discontinuation, was analysed using a Cox regression model. RESULTS Matched cohorts (dulaglutide:semaglutide and dulagutide:exenatide BCise) were balanced in baseline characteristics and the mean age was 54 and 55 years, respectively, with approximately 51% and 49% women, respectively. At 6 months, significantly more dulaglutide users were adherent than semaglutide (59.7% vs. 42.7%; P <0.0001) or exenatide BCise users (58.1% vs. 40.3%; P <0.0001). Cox regression showed that dulaglutide users were less likely to discontinue therapy than semaglutide (hazard ratio [HR] 0.71, 95% confidence interval [CI] 0.66, 0.76) or exenatide BCise users (HR 0.59, 95% CI 0.53, 0.65; P <0.0001, both). CONCLUSION At 6-month follow-up, a higher proportion of patients initiating dulaglutide were adherent to and persistent with their treatment, compared to matched patients initiating either semaglutide or exenatide BCise.
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Affiliation(s)
- Reema Mody
- Eli Lilly and CompanyIndianapolisIndianaUSA
| | - Maria Yu
- Eli Lilly and CompanyIndianapolisIndianaUSA
| | - Bal Nepal
- HealthCore, Inc.WilmingtonDelawareUSA
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35
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Blankart KE, Lichtenberg FR. Are patients more adherent to newer drugs? Health Care Manag Sci 2020; 23:605-618. [PMID: 32770286 PMCID: PMC7674371 DOI: 10.1007/s10729-020-09513-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 07/08/2020] [Indexed: 10/29/2022]
Abstract
The annual preventable cost from non-adherence in the US health care system amounts to $100 billion. While the relationship between adherence and the health system, the condition, patient characteristics and socioeconomic factors are established, the role of the heterogeneous productivity of drug treatment remains ambiguous. In this study, we perform cross-sectional retrospective analyses to study whether patients who use newer drugs are more adherent to pharmacotherapy than patients using older drugs within the same therapeutic class, accounting for unobserved heterogeneity at the individual level (e.g. healthy adherer bias). We use US Marketscan commercial claims and encounters data for 2008-2013 on patients initiating therapy for five chronic conditions. Productivity is captured by a drug's earliest Food and Drug Administration (FDA) approval year ("drug vintage") and by FDA" therapeutic potential" designation. We control for situational factors as promotional activity, copayments and distribution channel. A 10-year increase in mean drug vintage is associated with a 2.5 percentage-point increase in adherence. FDA priority status, promotional activity and the share of mail-order prescription fills positively influenced adherence, while co-payments had a negative effect. Newer drugs not only may be more effective in terms of clinical benefits, on average. They provide means to ease drug therapy to increase adherence levels as one component of drug quality, a notion physicians and pharmacy benefit managers should be aware of.
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Affiliation(s)
- Katharina E Blankart
- Columbia Business School, Columbia University, New York, NY, USA.
- Faculty of Economics and Business Administration, University of Duisburg-Essen and CINCH - Health Economics Research Center, Campus Essen, Berliner Platz 6-8, 45127, Essen, Germany.
- Hamburg Center for Health Economics, University of Hamburg, Hamburg, Germany.
| | - Frank R Lichtenberg
- Columbia Business School, Columbia University, New York, NY, USA
- National Bureau of Economic Research, Cambridge, MA, USA
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36
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Alfian SD, van Boven JFM, Abdulah R, Sukandar H, Denig P, Hak E. Effectiveness of a targeted and tailored pharmacist-led intervention to improve adherence to antihypertensive drugs among patients with type 2 diabetes in Indonesia: A cluster randomised controlled trial. Br J Clin Pharmacol 2020; 87:2032-2042. [PMID: 33085801 PMCID: PMC8056734 DOI: 10.1111/bcp.14610] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 08/26/2020] [Accepted: 09/25/2020] [Indexed: 01/31/2023] Open
Abstract
Aim To assess the effects of a targeted and tailored pharmacist‐led intervention among patients with type 2 diabetes (T2DM) who are nonadherent to antihypertensive drugs. Methods A cluster‐randomised controlled trial was conducted in 10 community health centres (CHCs) in Indonesia among T2DM patients aged ≥18 years who reported nonadherence to antihypertensive drugs according to the Medication Adherence Report Scale (MARS‐5). Patients in CHCs randomised to the intervention group received a tailored intervention based on their adherence barriers (eg, forgetfulness, lack of knowledge, lack of motivation and/or other drug‐related problems) using a simple question‐based flowchart at baseline and 1‐month follow‐up. Patients in control CHCs received usual care. Primary outcome was the between‐group difference in change in MARS‐5 score from baseline to 3‐month follow‐up. Secondary outcomes included changes in patients' blood pressure and their medication beliefs. Differences in difference in primary and secondary outcomes between groups were assessed using general linear models. Results In total, 201 patients were screened for eligibility, 113 met the inclusion criteria and participated, and 89 (79%) patients had complete follow‐up. Forgetfulness (42%) and lack of knowledge (18%) were the most common adherence barriers identified at baseline. The intervention improved medication adherence by 4.62 points on the MARS‐5 scale (95% CI 0.93 to 8.34, P value = 0.008). There were no significant changes in blood pressure levels and beliefs about antihypertensive drugs. Conclusion A tailored low‐cost pharmacist‐led intervention aimed at nonadherent T2DM patients resulted in an improvement in medication adherence to antihypertensive drugs. There were no significant changes in secondary outcomes.
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Affiliation(s)
- Sofa D Alfian
- University of Groningen, Groningen Research Institute of Pharmacy, Unit Pharmaco-Therapy, -Epidemiology & -Economics, Groningen, the Netherlands.,Universitas Padjadjaran, Faculty of Pharmacy, Department of Pharmacology and Clinical Pharmacy, Jatinangor, Indonesia.,Universitas Padjadjaran, Centre of Excellence in Higher Education for Pharmaceutical Care Innovation, Jatinangor, Indonesia
| | - Job F M van Boven
- University of Groningen, University Medical Centre Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, the Netherlands.,Medication Adherence Expertise Centre Of the northern Netherlands (MAECON), Groningen, the Netherlands
| | - Rizky Abdulah
- Universitas Padjadjaran, Faculty of Pharmacy, Department of Pharmacology and Clinical Pharmacy, Jatinangor, Indonesia.,Universitas Padjadjaran, Centre of Excellence in Higher Education for Pharmaceutical Care Innovation, Jatinangor, Indonesia
| | - Hadyana Sukandar
- Universitas Padjadjaran, Faculty of Medicine, Department of Public Health, Bandung, Indonesia
| | - Petra Denig
- University of Groningen, University Medical Centre Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, the Netherlands.,Medication Adherence Expertise Centre Of the northern Netherlands (MAECON), Groningen, the Netherlands
| | - Eelko Hak
- University of Groningen, Groningen Research Institute of Pharmacy, Unit Pharmaco-Therapy, -Epidemiology & -Economics, Groningen, the Netherlands.,Medication Adherence Expertise Centre Of the northern Netherlands (MAECON), Groningen, the Netherlands
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Determinants of glycaemic control among patients with type 2 diabetes: testing a process model based on self-determination theory. Heliyon 2020; 6:e04993. [PMID: 33083586 PMCID: PMC7553979 DOI: 10.1016/j.heliyon.2020.e04993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 05/16/2020] [Accepted: 09/17/2020] [Indexed: 11/23/2022] Open
Abstract
Aims To investigate a hypothesised process model based on self-determination theory (SDT) in a population of people with type 2 diabetes. The model suggests that autonomy support from healthcare professionals is an important determinant of autonomous motivation and perceived competence in diabetes, which correlate positively in turn with wellbeing and negatively with HbA1c. Methods This cross-sectional study used baseline questionnaire data and HbA1c levels from a randomised controlled trial investigating the effects of a person-centred consultation program. The questionnaire used validated scales and items assessing autonomy support, wellbeing, motivation, self-care activities, diabetes distress and perceived competence. Pearson correlations were calculated, and mediation analysis was conducted by multivariate linear regression analysis. Results 116 participants completed the questionnaire. Autonomy support was significantly correlated with perceived competence and controlled motivation. Perceived competence correlated negatively with diabetes distress and positively with self-care activities. Diabetes distress correlated negatively with wellbeing. Controlled motivation correlated positively with autonomous motivation, which correlated positively with both wellbeing and self-care activities. Self-care activities correlated negatively with HbA1c. Conclusion As suggested by the hypothesised SDT process model, autonomy support, autonomous motivation and perceived competence are associated with better wellbeing and improved HbA1c.
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Asante E, Bam V, Diji AKA, Lomotey AY, Owusu Boateng A, Sarfo-Kantanka O, Oparebea Ansah E, Adjei D. Pilot Mobile Phone Intervention in Promoting Type 2 Diabetes Management in an Urban Area in Ghana: A Randomized Controlled Trial. DIABETES EDUCATOR 2020; 46:455-464. [PMID: 32998649 DOI: 10.1177/0145721720954070] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
PURPOSE The purpose of the study was to evaluate the feasibility and effectiveness of a nurse-led mobile phone call intervention on glycemic management and adherence to self-management practices among patients with type 2 diabetes mellitus (T2DM) in Ghana. METHODS This was a pilot randomized controlled trial to compare diabetes care as usual to a mobile phone call intervention delivered by nurses in addition to care as usual over a 12-week period in a tertiary referral hospital in Ghana. Sixty patients with T2DM were randomized to either the intervention or the control arm. The intervention group received up to 16 mobile phone calls (mean duration = 12 minutes) from a diabetes specialist nurse in addition to their care as usual. The control group received only care as usual. The primary outcome was the change in A1C over the 12-week period. The secondary outcomes were changes in self-reported adherence to medication and diabetes self-management measures over the 12-week period. RESULTS Mean baseline A1C was comparable between the intervention and control groups (9.54%, SD = 2.00% vs 9.07%, SD = 1.72%, P = .334). After 12 weeks, A1C was significantly lower in the intervention group compared to the control group. The difference in mean A1C in the control group rose by +0.26 ± 1.30% (P = .282; 95% CI, -0.23 to 0.75), whereas that of the intervention group reduced by -1.51 ± 2.67% (P = .004; 95% CI, -2.51 to -0.51). No improvements in self-management were recorded in the control group. In the intervention group, however, the only significant improvement was recorded in the area of foot care practices. Participant recruitment and retention were 100% without any attrition. About 87% (n = 26) of the intervention group completed at least 70% (≥11) of the calls. At the end of the trial, participants who received the intervention rated their satisfaction as 89.3% on average. CONCLUSION A mobile phone follow-up call by nurses emphasizing adherence to self-management practices is feasible and can improve short- to medium-term glycemic management among patients with T2DM.
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Affiliation(s)
- Ernest Asante
- Department of Nursing, Faculty of Allied Health Sciences, College of Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Victoria Bam
- Department of Nursing, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | | | | | | | | | - Dennis Adjei
- Department of Nursing, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Besemah NA, Sartika RAD, Sauriasari R. Effect of Pharmacist Intervention on Medication Adherence and Clinical Outcomes of Type 2 Diabetes Mellitus Outpatients in Primary Healthcare in Indonesia. J Res Pharm Pract 2020; 9:186-195. [PMID: 33912501 PMCID: PMC8067894 DOI: 10.4103/jrpp.jrpp_20_59] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 09/07/2020] [Indexed: 11/20/2022] Open
Abstract
OBJECTIVE In Indonesia, the role of pharmacists in primary healthcare is still very limited or even absent. This study evaluates the effectiveness of programs delivered for type 2 diabetes mellitus (T2DM) patients by pharmacists in primary healthcare through counseling, short message service (SMS) reminders, and medication booklets. METHODS A quasi-experimental study with a pretest-posttest design was conducted from April to August 2018 at Merdeka and Dempo primary health-care centers, Palembang, South Sumatra Province, Indonesia. Counseling and medication booklets were distributed three times during the study period, while SMS reminders were sent once a week. Counseling was given for the management of diabetes mellitus (DM), including during the Ramadan fasting period, together with management for acute and chronic complications. The medication adherence level was measured using a medication adherence questionnaire (MAQ) and pill count adherence (PCA). The study sample comprised 80 T2DM patients, who were allocated into either the control group (CG) (n = 40) or intervention group (IG) (n = 40). Clinical outcomes were determined by measuring glycated hemoglobin (HbA1c), blood pressure, and lipid profiles. FINDINGS After the intervention, the IG showed significant improvements in most parameters, except for high-density lipoprotein cholesterol and systolic and diastolic blood pressure. HbA1c levels were reduced, while MAQ scores and PCA scores were improved. Lipid parameters were significantly reduced total cholesterol (TC), low-density lipoprotein cholesterol (LDL-c), and triglyceride (TG). Compared with the CG, most parameters were significantly improved in the IG. Pharmacist counseling significantly improved almost all clinical parameters (HbA1c, TC, LDL-c, and TG). Pharmacist counseling was 7.1 times greater in lowering HbA1c compared with no counseling, after adjusted by other variables. The variable that most influenced the lowering of HbA1c was infrequent ("not often") consumption of unhealthy foods (OR 14.9; 95% CI 3.5-63.7). CONCLUSION The pharmacist primary health-care intervention program implemented in this study significantly improved HbA1c, TC, LDL-c, TG, and medication adherence in outpatients with T2DM.
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Affiliation(s)
- Nani Apriani Besemah
- Department of Pharmacy, Faculty of Pharmacy, Universitas Indonesia, Depok, Indonesia
| | - Ratu Ayu Dewi Sartika
- Department of Pharmacy, Faculty of Pharmacy, Universitas Indonesia, Depok, Indonesia
| | - Rani Sauriasari
- Department of Public Health Nutrition, Public Health Faculty, Universitas Indonesia, Depok, Indonesia
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Casten R, Rovner B, Chang AM, Hollander JE, Kelley M, Leiby B, Nightingale G, Pizzi L, White N, Rising K. A randomized clinical trial of a collaborative home-based diabetes intervention to reduce emergency department visits and hospitalizations in black individuals with diabetes. Contemp Clin Trials 2020; 95:106069. [PMID: 32561466 DOI: 10.1016/j.cct.2020.106069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 05/29/2020] [Accepted: 06/12/2020] [Indexed: 01/22/2023]
Abstract
The prevalence of diabetes mellitus (DM) in black individuals (blacks) is twice that of white individuals (whites), and blacks are more likely to have worse glycemic control, less optimal medication regimens, and higher levels of mistrust in the medical system. These three factors account for higher rates of acute medical care use in blacks with DM. To address this disparity, we developed DM I-TEAM (Diabetes Interprofessional Team to Enhance Adherence to Medical Care), a home-based multidisciplinary behavioral intervention that integrates care from a community health worker (CHW), the participant's primary care physician (PCP), a DM nurse educator, and a clinical pharmacist. Treatment is delivered during 9 sessions over 1 year, and includes diabetes education and goal setting, telehealth visits with participants' PCP and a DM nurse educator, and comprehensive medication reviews by a pharmacist. We describe the rationale and methods for a randomized controlled trial to test the efficacy of DM I-TEAM to reduce emergency department (ED) visits and hospitalizations. We are enrolling 200 blacks with DM during an ED visit. Participants are randomized to DM I-TEAM or Usual Medical Care (UMC). Follow-up assessments are conducted at 6 and 12 months. The primary outcome is the number of ED visits and hospitalizations over 12 months, and is measured by participant self-report and medical record review. Secondary outcomes include hemoglobin A1c (HbA1c), number of potentially inappropriate medications (PIMs), and trust in health care.
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Affiliation(s)
- Robin Casten
- Department of Psychiatry and Human Behavior, Sidney Kimmel Medical College at Thomas, Jefferson University, United States of America.
| | - Barry Rovner
- Departments of Neurology, Psychiatry, and Ophthalmology, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
| | - Anna Marie Chang
- Department of Emergency Medicine, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
| | - Judd E Hollander
- Department of Emergency Medicine, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
| | - Megan Kelley
- Department of Neurology, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
| | - Benjamin Leiby
- Division of Biostatistics, Department of Pharmacology and Experimental Therapeutics, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
| | - Ginah Nightingale
- Jefferson College of Pharmacy at Thomas Jefferson University, United States of America
| | - Laura Pizzi
- Center for Health Outcomes, Policy, and Economics, Ernest Mario School of Pharmacy, Rutgers University, United States of America
| | - Neva White
- Center for Urban Health, Thomas Jefferson University Hospital, United States of America
| | - Kristin Rising
- Department of Emergency Medicine, Sidney Kimmel Medical College at Thomas Jefferson University, United States of America
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Abstract
International Diabetes Federation estimates that there are more than a half-billion adults ages 20 to 79 years worldwide who have diabetes mellitus (DM) and that the global health care expenditure for adults with DM in 2015 was $673 billion. Nonadherence and nonpersistence to prescribed type 2 DM medications are common and remain a barrier to optimal health outcomes. There is a high prevalence of nonadherence among older adults. Research has focused on prevalence and predictors of adherence, research methodologies, and development of measures of adherence. Improvements hopefully will result in better disease monitoring, medication adherence, and reduced rates of diabetes complications.
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Affiliation(s)
- Khine Swe
- St. Mary's Ascension, CMU College of Medicine, Saginaw, MI, USA; Department of Internal Medicine, CMED 2419, Central Michigan University, Mt. Pleasant, MI 48859, USA
| | - S Sethu K Reddy
- Department of Internal Medicine, CMED 2419, Central Michigan University, Mt. Pleasant, MI 48859, USA.
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Grønnegaard C, Varming A, Skinner T, Olesen K, Willaing I. WITHDRAWN: Determinants of glycaemic control among patients with type 2 diabetes: Testing a process model based on self-determination theory. JOURNAL OF CLINICAL AND TRANSLATIONAL ENDOCRINOLOGY CASE REPORTS 2020. [DOI: 10.1016/j.jecr.2020.100063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Newman TV, San-Juan-Rodriguez A, Parekh N, Swart ECS, Klein-Fedyshin M, Shrank WH, Hernandez I. Impact of community pharmacist-led interventions in chronic disease management on clinical, utilization, and economic outcomes: An umbrella review. Res Social Adm Pharm 2020; 16:1155-1165. [PMID: 31959565 DOI: 10.1016/j.sapharm.2019.12.016] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 08/22/2019] [Accepted: 12/18/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Chronic disease represents a significant burden to the United States (US) health care system, with approximately 50% of all adults in the US having one or more chronic disease conditions. Pharmacist-led chronic disease management interventions are of special interest since 80% of medical treatments involve the use of prescription drugs. Moreover, community pharmacists are among the most accessible health care professionals to provide care for populations with chronic diseases. The impact of care provided by community pharmacists isn't well defined, with interventions taking on diverse forms with varied effects on outcomes. OBJECTIVE The purpose of this review is to summarize evidence from secondary literature on community pharmacist-led chronic disease management interventions and the impact on clinical, utilization, and economic outcomes. METHODS We conducted a systematic search of systematic reviews, meta-analyses, and narrative reviews using MEDLINE via PubMed, EMBASE.com and Cochrane Library databases published between January 1, 2007 and October 17, 2017. The following data were extracted: citation details, review type, number of primary studies included, disease state, description of the intervention, outcomes assessed, and results. RESULTS Our search strategy retrieved 2296 titles and abstracts of which 15 references met our inclusion criteria. Selected articles covered 7 main diseases -diabetes, asthma, chronic obstructive pulmonary disease (COPD), hypertension, heart failure, hyperlipidemia, and human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS). Community pharmacist-led interventions mostly consisted of patient consultations and education. In diabetes, interventions achieved significant reductions in hemoglobin A1c, total cholesterol, and low-density lipoprotein (LDL). Reviews also reported favorable reductions in blood pressure, improved medication adherence and reduced readmission rates in patients with heart failure, improved lung function in patients with respiratory conditions, and increased medication adherence in those with HIV/AIDs. Literature reporting economic and utilization outcomes were limited and mostly focused on pharmacy interventions in diabetes. In some cases, community pharmacy services demonstrated a decrease in medical and health care costs in patients with diabetes. CONCLUSION We found that community pharmacists can improve clinical outcomes in a wide array of chronic diseases, including diabetes, hyperlipidemia, HIV/AIDS, cardiovascular and respiratory diseases. More robust studies are needed to further assess the impact of specific interventions on economic and utilization outcomes.
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Affiliation(s)
- Terri V Newman
- Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA.
| | | | - Natasha Parekh
- The Queen's Health System, Honolulu, HI, USA; University of Hawaii School of Medicine, Honolulu, HI, USA.
| | - Elizabeth C S Swart
- UPMC Center for High-Value Health Care, University of Pittsburgh Medical Center, PA, USA.
| | | | | | - Inmaculada Hernandez
- Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA.
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Singh N, Varshney U. IT-based reminders for medication adherence: systematic review, taxonomy, framework and research directions. EUR J INFORM SYST 2019. [DOI: 10.1080/0960085x.2019.1701956] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Neetu Singh
- Department of Management Information Systems, University of Illinois at Springfield, Springfield, Illinois
| | - Upkar Varshney
- Department of Computer Information Systems, J. Mack Robinson College of Business, Georgia State University, Atlanta, Georgia
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Lim RSM, Gardner DSL, Bee YM, Cheung YB, Bairavi J, Gandhi M, Goh SY, Ho ETL, Lin X, Tan NC, Tay TL, Finkelstein EA. TRIal to slow the Progression Of Diabetes (TRIPOD): study protocol for a randomized controlled trial using wireless technology and incentives. Trials 2019; 20:650. [PMID: 31779678 PMCID: PMC6883710 DOI: 10.1186/s13063-019-3749-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Accepted: 09/23/2019] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND The outcomes for those with type 2 diabetes mellitus (T2DM) in Singapore are poor. In this TRIal to slow the Progression Of Diabetes (TRIPOD), we will evaluate the effectiveness and cost-effectiveness of a comprehensive diabetes management package (DMP), with or without a financial incentives program, M-POWER Rewards, in efforts to improve HbA1c levels for individuals with T2DM. METHODS/DESIGN TRIPOD is a randomized, open-label, controlled, multi-center, superiority trial with three parallel arms: (1) usual care only, (2) usual care with DMP, and (3) usual care with DMP plus M-POWER Rewards. A total of 339 adults with sub-optimally controlled T2DM (self-reported HbA1c 7.5-11.0%) will be block randomized according to a 1:1:1 allocation ratio to the three arms. The primary outcome is mean change in HbA1c level at Month 12 from baseline. Secondary outcomes include mean change in HbA1c level at Months 6, 18, and 24; mean changes at Months 6, 12, 18, and 24 in weight, blood pressure, and self-reported physical activity, weight monitoring, blood glucose monitoring, medication adherence, diabetes self-management, sleep quality, work productivity and daily activity impairment, and health utility index; and proportion of participants initiating insulin treatment by Months 6, 12, 18, and 24. Incremental cost-effectiveness ratios will be computed based on costs per improvement in HbA1c at Month 12 and converted to cost per quality-adjusted life year gained. DISCUSSION The TRIPOD study will present insights about the long-term cost-effectiveness and financial viability of the interventions and the potential for integrating within usual care. TRIAL REGISTRATION ClinicalTrials.gov, NCT03800680. Registered on 11 January 2019.
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Affiliation(s)
- Robyn Su May Lim
- Health Services & Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Daphne Su Lyn Gardner
- Department of Endocrinology, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
| | - Yin Bun Cheung
- Health Services & Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
- Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Joann Bairavi
- Health Services & Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Mihir Gandhi
- Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
- Department of Biostatistics, Singapore Clinical Research Institute, 31 Biopolis Way, Singapore, 138669 Singapore
| | - Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
| | - Emily Tse Lin Ho
- Department of Endocrinology, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
| | - Xinyi Lin
- Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
- Singapore Institute for Clinical Sciences, A*STAR, 30 Medical Drive, Singapore, 117609 Singapore
| | - Ngiap Chuan Tan
- Department of Research, SingHealth Polyclinics, 167 Jalan Bukit Merah, Singapore, 150167 Singapore
| | - Tunn Lin Tay
- Department of Endocrinology, Changi General Hospital, 2 Simei Street 3, Singapore, 529889 Singapore
| | - Eric Andrew Finkelstein
- Health Services & Systems Research, Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
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Ofori-Asenso R, Liew D, Lalic S, Mazidi M, Magliano DJ, Ademi Z, Bell JS, Ilomaki J. Adherence, Persistence, and Switching Among People Prescribed Sodium Glucose Co-transporter 2 Inhibitors: A Nationwide Retrospective Cohort Study. Adv Ther 2019; 36:3265-3278. [PMID: 31482509 DOI: 10.1007/s12325-019-01077-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Indexed: 01/24/2023]
Abstract
INTRODUCTION Non-adherence and non-persistence to diabetes medications are associated with worse clinical outcomes. In this study, we aimed to characterise the 1-year switching, adherence, and persistence patterns among people with diabetes aged 18 years and older prescribed sodium-glucose co-transporter 2 inhibitors (SGLT2is) in Australia. METHODS Using data from Australia's national Pharmaceutical Benefits Scheme (PBS), we identified 11,981 adults (mean age 60.9 years; 40.5% female) newly initiated on SGLT2is (5993 dapagliflozin; 5988 empagliflozin) from September 2015 to August 2017. Adherence was assessed via the proportion of days covered (PDC), persistence was defined as the continuous use of SGLT2i without a gap of ≥ 90 days, and switching was defined as the first change from dapagliflozin to empagliflozin or vice versa. Generalised linear models (GLMs) were used to compare the adherence (PDC = continuous), logistic regression models were used to compare the likelihoods of being adherent (PDC ≥ 0.80), and Cox proportional hazard models were used to compare the likelihoods of persistence and switching between people prescribed empagliflozin and dapagliflozin. RESULTS Overall, 65.8% (7879/11,981) of people dispensed SGLT2is were adherent (PDC ≥ 0.80) and 72.1% (8644/11,981) were persistent at 12 months. The mean PDC was 0.79 ± 0.27. The use of empagliflozin was associated with higher adherence (PDC = continuous) [odds ratio (OR) 1.04, 95% confidence interval (CI) 1.03-1.05], being adherent (OR 1.39, 95% CI 1.29-1.51), and persisting for 12 months [hazard ratio (HR) 1.14, 95% CI 1.06-1.22] compared with dapagliflozin. Only 4.3% (509/11,981) of people switched between the SGLT2i. Compared with dapagliflozin, people initiated on empagliflozin were less likely to switch [HR 0.46, 95% CI 0.38-0.55]. CONCLUSIONS A considerable proportion of Australians prescribed SGLT2is were non-adherent or non-persistent. However, empagliflozin was associated with better adherence and persistence rates and a lower likelihood of switching compared with dapagliflozin.
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Affiliation(s)
- Richard Ofori-Asenso
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
| | - Danny Liew
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Samanta Lalic
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia
| | - Mohsen Mazidi
- Division of Food and Nutrition Science, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Dianna J Magliano
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Zanfina Ademi
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - J Simon Bell
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, SA, Australia
| | - Jenni Ilomaki
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia
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Horii T, Momo K, Yasu T, Kabeya Y, Atsuda K. Determination of factors affecting medication adherence in type 2 diabetes mellitus patients using a nationwide claim-based database in Japan. PLoS One 2019; 14:e0223431. [PMID: 31593574 PMCID: PMC6782087 DOI: 10.1371/journal.pone.0223431] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Accepted: 09/20/2019] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The extent of medication adherence in patients with type 2 diabetes mellitus (T2DM) several years after starting treatment with hypoglycemic agents remains unknown. Most previous work on medication adherence targeting this group of patients has been undertaken across a single year or is questionnaire based. This study aimed to determine medication adherence status and factors affecting adherence 3 years after initiation of hypoglycemic agents, using a nationwide medical claim-based database in Japan. METHODS This retrospective study was conducted on data from 884 subjects with T2DM to better understand medication adherence, the effects of polypharmacy, and other factors. We also investigated the effects of medication nonadherence on hemoglobin A1c levels. Proportion of days covered was defined as the number of days for which a hypoglycemic agent was prescribed and in the patient's possession to the number of days in the observation period. A proportion of days covered ≥0.8 were considered adherent, and those with a value <0.8 as nonadherence. Polypharmacy was defined as taking ≥5 medications. RESULTS Of the 884 patients investigated, 440 were considered adherent during the study period. Significant factors related to adherence included number of medications (3 or 4, or ≥5), male sex, age 50-<60 years, and total number of visits ≥17. Medication adherence was also a factor related to patients with hemoglobin A1c values < 7.0% at the end of the observation period. CONCLUSIONS We surveyed medication adherence for 3 years with post medication initiation, and found that subjects aged 50-<60 years, those with ≥3 concomitant medications, and those with a total number of visits ≥17 were more likely to be adherent and persistent, and more likely to continue their hypoglycemic agents. A high degree of medication adherence was found to have a positive influence on hemoglobin A1c levels.
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Affiliation(s)
- Takeshi Horii
- Research and Education Center for Clinical Pharmacy, Division of Clinical Pharmacy, Laboratory of Pharmacy Practice and Science 1, Kitasato University School of Pharmacy, Kanagawa, Japan
| | - Kenji Momo
- Department of Pharmacy, The Research Hospital, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
- Department of Hospital Pharmaceutics, School of pharmacy, Showa University, Tokyo, Japan
| | - Takeo Yasu
- Department of Medicinal Therapy Research, Pharmaceutical Education and Research Center, Meiji Pharmaceutical University, Tokyo, Japan
| | - Yusuke Kabeya
- Department of Home Care Medicine, Sowa Hospital, Kanagawa, Japan
| | - Koichiro Atsuda
- Research and Education Center for Clinical Pharmacy, Division of Clinical Pharmacy, Laboratory of Pharmacy Practice and Science 1, Kitasato University School of Pharmacy, Kanagawa, Japan
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Pharmacy-led interventions to improve medication adherence among adults with diabetes: A systematic review and meta-analysis. Res Social Adm Pharm 2019; 15:1057-1067. [DOI: 10.1016/j.sapharm.2018.09.021] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 09/21/2018] [Accepted: 09/29/2018] [Indexed: 11/20/2022]
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Boivin M. Role of the Pharmacist Certified Diabetes Educator Along the Type 2 Diabetes Care Continuum. Can J Diabetes 2019; 43:429-432. [DOI: 10.1016/j.jcjd.2019.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 03/06/2019] [Accepted: 04/30/2019] [Indexed: 10/26/2022]
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Witry M, Ernzen M, Pape A, Viyyuri BR. Pilot and Feasibility of Combining a Medication Adherence Intervention and Group Diabetes Education for Patients with Type-2 Diabetes. PHARMACY 2019; 7:E76. [PMID: 31261613 PMCID: PMC6789893 DOI: 10.3390/pharmacy7030076] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 06/18/2019] [Accepted: 06/24/2019] [Indexed: 12/22/2022] Open
Abstract
Introduction: Controlling diabetes typically requires self-management and medications. Community pharmacists are positioned to support patients with both. Methods: This study assessed the feasibility and potential benefit of combining pharmacist-provided group diabetes education (up to eight sessions) and medication synchronization using a three-group design. Data were collected using pre-post paper surveys and electronic health record data. One group received both education and synchronization services, another group received medication synchronization only, and a third served as control. Results: Of 300 contacted patients, eighteen patients participated in group diabetes education, 14 had medication synchronization only, and 12 comprised a control group. There was little change in HbA1c over the study period. Medication adherence appeared to be positively aided by medication synchronization, although all groups started with high adherence. Some medication beliefs and self-care activities may have been positively impacted by group diabetes education. Both groups receiving medication synchronization were satisfied. Conclusions: Participants strongly agreed they would recommend group diabetes education from the study pharmacy to a friend and were satisfied with medication synchronization; however, it was difficult to tell if there was a synergistic effect by combining the two services. Reimbursement for diabetes education was not obtained despite multiple attempts, hindering sustainability.
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Affiliation(s)
- Matthew Witry
- Department of Pharmacy Practice and Science, University of Iowa College of Pharmacy, Iowa City, IA 52242, USA.
| | | | | | - Brahmendra Reddy Viyyuri
- Department of Pharmacy Practice and Science, University of Iowa College of Pharmacy, Iowa City, IA 52242, USA
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