Assessing barriers to diabetes medication adherence using the Information-Motivation-Behavioral skills model

Identifying the deficiencies of currently available CGM to improve uptake and benefit

BACKGROUND AND AIMS

The use of diabetes technologies is increasing worldwide, with health systems facilitating improved access to devices. Continuous glucose monitoring is a complex intervention that provides information on glucose concentration, rate and direction of change, historical data and alerts and alarms for extremes of glucose. These data do not themselves change glycaemia and require translation to a meaningful action for impact. It is, therefore, crucial that such systems advance to better meet the needs of individuals using them.

METHODS

Narrative review of the use of, engagement with, limitations and unmet needs of continuous glucose monitoring systems.

RESULTS

CGM devices have made a significant contribution to the self-management of diabetes; however, challenges with access and user experience persist, with multiple limitations to uptake and benefit. These limitations include physical size and implementation, with associated stigma, alarm fatigue, sleep disturbance and the challenge of addressing large volumes of real-time data. Greater personalisation throughout the continuous glucose monitoring journey, with a focus on usability, may improve the benefits derived from the device and reduce the burden of self-management. Healthcare professionals may have unconscious biases that affect the provision of continuous glucose monitors due to deprivation, education, age, ethnicity and other characteristics.

CONCLUSIONS

Continuous glucose monitoring exerts a dose-dependent response; the more it is used, the more effective it is. For optimal use, continuous glucose monitors must not just reduce the burden of management in one dimension but facilitate net improvement in all domains of self-management for all users.

The effect of refined psychological pain nursing combined with IMB nursing on the pain, sleep and quality of life of patients after cervical cancer surgery

To explore the effect of refined psychological pain nursing combined with information-motivation-behavioral (IMB) care model on the pain, sleep and quality of life of patients after cervical cancer surgery, so as to provide reference and basis for the nursing of patients after cervical cancer surgery. The clinical data of 798 postoperative cervical cancer patients who were nursing in our hospital from January 2018 to December 2022 were included in this retrospective study and divided into the control group (n = 382) and observation group (n = 416) according to the different care methods. The control group used refined psychological pain nursing, and on this basis, the observation group used IMB nursing to observe and compare the differences in pain, sleep and quality of life between the 2 groups. There was no significant difference in pain between the 2 groups before nursing (P > .05). After nursing, the pain of both groups was significantly improved. The scores of NRS, VAS, and PSEQ of the observation group were significantly better than those of the control group (P < .001). After nursing, the quality of life scores such as emotion, cognition, society, and overall health were significantly higher in the observation group than those of the control group, while physical, fatigue, nausea, vomiting, and pain were significantly lower than those of the control group (P < .05). The negative emotion score of the observation group was significantly lower than that of the control group (P < .001). The residual urine volume and urinary tract infection rate of the observation group were significantly lower than those of the control group (P < .05). The bladder function was significantly better than that of the control group (P < .05). The analgesic effect of refined psychological pain nursing combined with IMB nursing on patients after cervical cancer surgery is better than that of refined psychological pain nursing alone, which can promote pain recovery and further improve the quality of life and sleep quality of patients.

The effect of health quotient and time management skills on self-management behavior and glycemic control among individuals with type 2 diabetes mellitus

Objective

The aim of this study was to evaluate the present status of self-management behavior and glycemic control in individuals diagnosed with Type 2 Diabetes Mellitus (T2D), as well as to examine the impact of health quotient (HQ) and time management skills on both self-management behavior and glycemic control.

Methods

Between October 2022 and March 2023, a purposive sampling method had been utilized to select 215 participants with type T2D. The survey concluded a general information questionnaire, an HQ scale, a diabetes time management questionnaire and a self-management behavior questionnaire. The health quotient(HQ)encompasses the individuals' knowledge, attitude toward health, and the ability to maintain their own well-being. The diabetes time management questionnaire was reverse-scored, with higher scores indicating an enhanced competence in time management. The path among variables was analyzed using structural equation modeling(SEM).

Results

SEM showed that the direct effect of HQ on time management was -0.566 (p < 0.05), the direct effect of time management on the effect of self-management was -0.617 (p < 0.05), the direct effect of HQ on self-management was 0.156, and the indirect effect was 0.349 (p < 0.05); the relationship between health quotient and self-management was partially mediated by time management, with a mediating effect size of 68.8%. In addition, self-management had a direct effect on HbAlc, with a size of -0.394 (p < 0.05); The impacts of both HQ and time management on HbAlc were found to be mediated by self-management, with HQ demonstrating an indirect effect of -0.199 (p < 0.05) and time management showing an indirect effect of 0.244 (p < 0.05).

Conclusion

Health quotient and time management in patients with T2D serve as catalysts for self-management behavior. They affect HbAlc level indirectly through self-management practices. The suggestion is to prioritize the cultivation of rational time organization and management skills in T2D patients, as well as enhance their health quotient level. This can facilitate a more effective improvement in patients' self-management behaviors, ultimately achieving the objective of maintaining optimal glycemic control.

Prediction of cervical cancer screening: application of the information-motivation-behavioral skills model

INTRODUCTION

Screening is an effective method for preventing cervical cancer. The present study aimed to determine the predictability of cervical cancer screening using the information-motivation-behavioral skills (IMB) model, as this model can help understand the factors that influence health-related behaviors.

METHOD

The present cross-sectional study examined 310 women aged 20 to 60 in Isfahan, Iran, between 2020 and 2021. To this end, comprehensive health centers and gynecology clinics of hospitals were randomly selected by lot. Women who met the study's inclusion criteria were selected via convenience sampling. An IMB skills questionnaire developed by researchers comprised the data collection tool. The data were analyzed using SPSS 22 software, descriptive and regression tests, and AMOS 24.0 software.

FINDINGS

Approximately 18.1% of the participants had never undergone routine cervical cancer screening. The regression model results indicated that the model components accurately predicted regular cervical cancer screening (P < 0.00). Path analysis revealed that information (β = 0.05, P = 0.002), motivation (β = 0.187, P = 0.026), and behavioral skills (β = 0.95, P < 0.001) were directly associated with regular cervical cancer screening. Furthermore, behavioral skills had the greatest direct effect on regular cervical cancer screening.

DISCUSSION AND CONCLUSION

The results demonstrated that the IMB model accurately predicted cervical cancer screening. Therefore, it is possible to improve cervical cancer screening in women by designing and implementing interventions based on this model's components, particularly those that improve behavioral skills.

A predictive model for medication adherence in older adults with heart failure

AIMS

Although many studies have examined the predictors of medication adherence (MA), further empirical research is required to clarify the best model for predicting MA for older adults with heart failure (HF). Thus, we hypothesized a model in which information (knowledge), motivation (social support and depressive symptoms), and behavioural skills (barriers to self-efficacy) would be associated with MA in patients with HF.

METHODS AND RESULTS

Using a cross-sectional survey, 153 adults aged ≥ 65 years taking medication for HF were recruited from a university hospital in Korea. Data were collected based on the information-motivation-behavioural skills (IMB) model constructs and MA. In the hypothesized path model, self-efficacy was directly related to MA (β = -0.335, P = 0.006), whereas social support was indirectly related to MA through self-efficacy (β = -0.078, P = 0.027). Depressive symptoms were directly related to MA (β = 0.359, P = 0.004) and indirectly related to MA through self-efficacy (β = 0.141, P = 0.004). The hypothesized MA model showed a good fit for the data. Knowledge, social support, and depressive symptoms accounted for 44.3% of the variance in self-efficacy (P = 0.004). Left ventricular ejection fraction, knowledge, social support, depressive symptoms, and self-efficacy explained 64.4% of the variance in MA (P = 0.004).

CONCLUSION

These results confirmed the IMB model's suitability for predicting MA in older adults with HF. These findings may guide and inform intervention programmes designed to alleviate depressive symptoms in older adults with HF and enhance their HF knowledge, social support, and self-efficacy, with the ultimate goal of improving their MA.

Protocol of a patient randomized clinical trial to improve medication adherence in primary care

BACKGROUND

Enhanced awareness of poor medication adherence could improve patient care. This article describes the original and adapted protocols of a randomized trial to improve medication adherence for cardiometabolic conditions.

METHODS

The original protocol entailed a cluster randomized trial of 28 primary care clinics allocated to either (i) medication adherence enhanced chronic disease care clinical decision support (eCDC-CDS) integrated within the electronic health record (EHR) or (ii) usual care (non-enhanced CDC-CDS). Enhancements comprised (a) electronic interfaces printed for patients and clinicians at primary care encounters that encouraged discussion about specific medication adherence issues that were identified, and (b) pharmacist phone outreach. Study subjects were individuals who at an index visit were aged 18-74 years and not at evidence-based care goals for hypertension (HTN), diabetes mellitus (DM), or lipid management, along with low medication adherence (proportion of days covered [PDC] <80%) for a corresponding medication. The primary study outcomes were improved medication adherence and clinical outcomes (BP and A1C) at 12 months. Protocol adaptation became imperative in response to major implementation challenges: (a) the availability of EHR system-wide PDC calculations that superseded our ability to limit PDC adherence information solely to intervention clinics; (b) the unforeseen closure of pharmacies committed to conducting the pharmacist outreach; and (c) disruptions and clinic closures due to the Covid-19 pandemic.

CONCLUSION

This manuscript details the protocol of a study to assess whether enhanced awareness of medication adherence issues in primary care settings could improve patient outcomes. The need for protocol adaptation arose in response to multiple implementation challenges.

The effects of health education and exercise style changes on the maturation of autologous arteriovenous fistula in hemodialysis patients: A randomized controlled trial

BACKGROUND

Upper limb exercise has long been considered to be the main means to promote autogenous arteriovenous fistula (AVF) maturation, but in practice exercise intensity and compliance are both typically lacking. Several randomized controlled trials (RCTs) have demonstrated the good effects of functional resistance or pressure exercise in patients with AVF. However, many patients' have difficulty complying with upper limb exercise programs without systematic health education. Therefore, we argue that resistance and pressure exercise supported by health education is actually the most beneficial for AVF patients.

METHODS

We randomly divided 114 patients into a control group and an experimental group of 57 patients each. In the control group, conventional care was used, and in the experimental group, online health education based on the IMB (Information-Motivation-Behavior skills) model and functional resistance and pressure upper limb exercises was implemented with the AVF side arm. The failure rate of AVF maturation, clinical maturation time, cephalic venous blood flow, vessel diameter, and vessel skin thickness were compared between the two groups.

RESULTS

Fifty-five cases were included for each in the final study. The primary outcome of this study was the failure rate of AVF maturation. Secondary outcomes included clinical maturation time, cephalic vein flow, vessel diameter, and vessel thickness. The failure rate of AVF maturation in the experimental group was significantly lower than that in the control group, and the clinical maturation time in the experimental group was significantly shorter than that in the control group. For the remaining three indicators, there were between-group effects, time effects, and interaction effects in both groups. Comparison between groups showed that there was no statistical difference in the observed indicators of cephalic vein flow, vessel diameter, or vessel thickness between the two groups before the intervention but that there was a statistical difference at the end of the 4th, 8th, and 12th weeks of the intervention. A 2 × 2 comparison also showed that there was a statistical difference between the three indicators at each time point within the two groups.

CONCLUSION

IMB model-based online health education combined with functional resistance and pressure exercises can improve AVF maturation status and accelerate AVF maturation within 12 weeks of surgery.

Promoting foot self-care in type 2 diabetes mellitus patients receiving hemodialysis based on the information-motivation-behavioral skills model

This study develops and verifies the use of the foot self-care behavioral model in patients with type 2 diabetes mellitus (T2DM) receiving hemodialysis (HD) based on the information-motivation-behavioral skills model. Data were collected between June and August 2021 from 156 outpatients with type 2 diabetes who were receiving regular HD. A structured questionnaire and electronic medical records were used to collect demographic and disease-related data along with Foot Care Knowledge Questionnaires, third version of Diabetes Attitude Scale, Multidimensional Scale of Perceived Social Support, Foot Care Confidence Scale, and Foot Self-care Behavior Scale. Age, diabetic foot care knowledge, social support, and foot care self-efficacy had a direct effect on foot self-care behavior. Foot care self-efficacy had a mediating effect on foot care knowledge, diabetes-related attitudes, social support, and foot self-care behavior. The information-motivation-behavioral skills model was suitable as a foot self-care behavioral model for patients with T2DM receiving HD. Additionally, these findings suggest that it is crucial to improve foot self-care behavior through increased foot care knowledge, diabetes-related attitudes, and social support, which could contribute to enhancing foot care self-efficacy.

Associations between Outpatient Laboratory Test Age and Healthcare Utilization in Type 2 Diabetes Care

Purpose

To examine the longitudinal relationship between the age or shelf-life of common type 2 diabetes laboratory tests for serum creatinine, cholesterol, and glycated hemoglobin A1c conducted in outpatient settings and subsequent inpatient hospitalizations and emergency department visits.

Methods

This study analyzes panel data from two healthcare delivery systems' electronic health records (EHR) for patients aged 18 years and older managing type 2 diabetes. We used EHR data to quantify the age of three laboratory tests: serum creatinine, cholesterol, and glycated hemoglobin A1c. Encounter data were used to determine the frequency of inpatient hospitalizations and emergency department visits. Negative binomial regressions with fixed effects were performed to compute marginal effects, levels of statistical significance, and 95% confidence intervals.

Results

The average age for serum creatinine laboratory tests was 1.51 months (95%CI: 1.49-1.53). We computed older average ages for hemoglobin A1c (mean:6.17 months; 95%CI: 6.11-6.23) and serum creatinine tests (mean: 8.73; 95%CI: 8.65-8.81). Older laboratory tests were associated with an increase in the total expected counts of subsequent inpatient hospitalizations (ME = 0.047; p < 0.001) and ED visits (ME = 0.034; p < 0.001).

Conclusion

Findings from this study indicate that older type 2 diabetes laboratory tests are associated with increases in the total expected count of subsequent inpatient hospitalizations and emergency department visits. Future research should examine the actionability of laboratory test values to determine associations with healthcare outcomes.

Supplementary Information

The online version contains supplementary material available at 10.1007/s40200-023-01250-0.

A global systematic overview of socioeconomic factors associated with antidiabetic medication adherence in individuals with type 2 diabetes

BACKGROUND

Antidiabetic medication adherence is a key aspect for successful control of type 2 diabetes mellitus (T2DM). This systematic review aims to provide an overview of the associations between socioeconomic factors and antidiabetic medication adherence in individuals with T2DM.

METHODS

A study protocol was established using the PRISMA checklist. A primary literature search was conducted during March 2022, searching PubMed, Embase, Web of Science, as well as WorldCat and the Bielefeld Academic Search Engine. Studies were included if published between 1990 and 2022 and included individuals with T2DM. During primary screening, one reviewer screened titles and abstracts for eligibility, while in the secondary screening, two reviewers worked independently to extract the relevant data from the full-text articles.

RESULTS

A total of 15,128 studies were found in the primary search, and 102 were finally included in the review. Most studies found were cross-sectional (72) and many investigated multiple socioeconomic factors. Four subcategories of socioeconomic factors were identified: economic (70), social (74), ethnical/racial (19) and geographical (18). The majority of studies found an association with antidiabetic medication adherence for two specific factors, namely individuals' insurance status (10) and ethnicity or race (18). Other important factors were income and education.

CONCLUSIONS

A large heterogeneity between studies was observed, with many studies relying on subjective data from interviewed individuals with a potential for recall bias. Several socioeconomic groups influencing medication adherence were identified, suggesting potential areas of intervention for the improvement of diabetes treatment adherence and individuals' long-term well-being.

Non-use of diabetes medication and its associated factors: a comparative analysis of female and male patients in four Sub-Saharan African countries

BACKGROUND

Globally, the burden of disease is shifting towards non-communicable diseases (NCDs), including diabetes. Sub-Saharan Africa (SSA) faces an increasing prevalence of diabetes, hindering the achievement of global health goals. This study investigates the determinants of non-use of diabetes medication, specifically exploring potential sex differences in four SSA countries.

METHODS

This cross-sectional study analyzed recent Demographic and Health Survey (DHS) data (2017-2021) from four SSA countries (Benin, Cameroon, Madagascar, and Mauritania). Samples included 23,695 women and 25,339 men, focusing on individuals with diabetes not using medication (248 women, 162 men). Descriptive and inferential analyses, including chi-square tests and binary logistic regression models, were conducted using Stata version 14. Odds ratios were calculated with a 95% confidence interval to determine the associations.

RESULTS

This study found that a larger proportion of female patients with diabetes (64.1%) were not using diabetes medication compared to their male counterparts (59.4%). Age influenced medication non-use in males, with older individuals exhibiting lower odds of non-usage. Higher wealth status was associated with lower odds of non-use of diabetes medications. The presence of heart disease was associated with a lower likelihood of medication non-use among females.

CONCLUSIONS

This study demonstrates sex disparities, age differences, wealth status, heart disease, and country-specific variations in medication non-use. Tailored interventions for different age groups, as well as socioeconomic support, are critical, as is integrated cardiovascular and diabetes care. These actions can improve medication use and adherence, quality of life, and long-term diabetes management outcomes.

An information-motivation-behavioral skills model-based intervention for patients with epilepsy

PURPOSE

Self-management is crucial for patients with epilepsy (PWE) as it can effectively control the condition, improve treatment outcomes, and reduce the risk of seizures. The objective of this study was to evaluate the effectiveness of health education based on the Information-Motivation-Behavioral Skills (IMB) model in improving self-management, quality of life, and medication adherence among PWE.

METHOD

This study was conducted in a district in Shanghai, China, from September 2022 to March 2023. A total of 90 PWE were randomly assigned to an intervention group or a control group. Patients in the intervention group received health education based on the IMB model, whereas those in the control group received routine medical treatment only. The effectiveness of the intervention was evaluated by measuring self-management ability, quality of life, and medication adherence at three months and six months after the intervention.

RESULTS

The study included a total of 90 PWE; among them, 55 patients (61.11%) were male, divided into two groups: 45 participants in the control group and 45 participants in the intervention group. After 3 and 6 months of intervention, the self-management scores of the intervention group were significantly higher than those of the control group (t = 14.274, 12.448; P < 0.05). After 6 months of the intervention, the quality-of-life scores of the intervention group were significantly higher than those of the control group (t = 2.025, P < 0.05), and the medication adherence in the intervention group was significantly higher than that in the control group (X2 = 9.003, P < 0.05).

CONCLUSION

Health education based on the IMB model is a promising approach to improving self-management, quality of life, and medication adherence among PWE. It provides personalized, patient-centered interventions that consider patients' knowledge, motivation, and behavior skills, and could be a useful tool for healthcare providers in developing comprehensive care plans for individuals with epilepsy.

The development and initial feasibility testing of D-HOMES: a behavioral activation-based intervention for diabetes medication adherence and psychological wellness among people experiencing homelessness

Introduction

Compared to stably housed peers, people experiencing homelessness (PEH) have lower rates of ideal glycemic control, and experience premature morbidity and mortality. High rates of behavioral health comorbidities and trauma add to access barriers driving poor outcomes. Limited evidence guides behavioral approaches to support the needs of PEH with diabetes. Lay coaching models can improve care for low-resource populations with diabetes, yet we found no evidence of programs specifically tailored to the needs of PEH.

Methods

We used a multistep, iterative process following the ORBIT model to develop the Diabetes Homeless Medication Support (D-HOMES) program, a new lifestyle intervention for PEH with type 2 diabetes. We built a community-engaged research team who participated in all of the following steps of treatment development: (1) initial treatment conceptualization drawing from evidence-based programs, (2) qualitative interviews with affected people and multi-disciplinary housing and healthcare providers, and (3) an open trial of D-HOMES to evaluate acceptability (Client Satisfaction Questionnaire, exit interview) and treatment engagement (completion rate of up to 10 offered coaching sessions).

Results

In step (1), the D-HOMES treatment manual drew from existing behavioral activation and lay health coach programs for diabetes as well as clinical resources from Health Care for the Homeless. Step (2) qualitative interviews (n = 26 patients, n = 21 providers) shaped counseling approaches, language and choices regarding interventionists, tools, and resources. PTSD symptoms were reported in 69% of patients. Step (3) trial participants (N = 10) overall found the program acceptable, however, we saw better program satisfaction and treatment engagement among more stably housed people. We developed adapted treatment materials for the target population and refined recruitment/retention strategies and trial procedures sensitive to prevalent discrimination and racism to better retain people of color and those with less stable housing.

Discussion

The research team has used these findings to inform an NIH-funded randomized control pilot trial. We found synergy between community-engaged research and the ORBIT model of behavioral treatment development to develop a new intervention designed for PEH with type 2 diabetes and address health equity gaps in people who have experienced trauma. We conclude that more work and different approaches are needed to address the needs of participants with the least stable housing.

The Mediating Effect of Self-Efficacy on the Relationship Between Medication Literacy and Medication Adherence Among Patients with Type 2 Diabetes

Background

Patients with type 2 diabetes have poor medication adherence. Medication literacy is one of the influencing factors of medication adherence among patients with type 2 diabetes. However, the mechanism by which medication literacy affects medication adherence among patients with type 2 diabetes is unclear. The aim of this study was to verify the mediating role of self-efficacy in the relationship between medication literacy and medication adherence.

Methods

A total of 402 patients with type 2 diabetes were enrolled in this study. The Chinese versions of the Medication Literacy Scale, the Self-Efficacy for Appropriate Medication Use Scale and the Morisky Medication Adherence Scale-8 were used in the survey. Pearson correlation analysis was used to find correlations among medication literacy, self-efficacy and medication adherence. The PROCESS macro (Version 4.1) with Model 4 for SPSS was used to verify the mediating role of self-efficacy.

Results

Twenty-four percent of the participants had poor medication adherence. Self-efficacy and medication literacy (r=0.499, p < 0.01) and medication adherence (r=0.499, p < 0.01) were significantly and positively correlated. Self-efficacy partially mediated the relationship between medication knowledge and medication adherence among patients with type 2 diabetes, accounting for 36.7% of the total effect.

Conclusion

Self-efficacy had a partial mediating effect on the relationship between medication literacy and medication adherence among patients with type 2 diabetes. Self-efficacy should be improved through effective measures to increase patients' confidence in adherence to antihyperglycemic drugs.

Validation and adaption of an Information-Motivation-Behavioral Skills model of medication adherence in older patients with multimorbidity

OBJECTIVE

To test and adapt the Information-Motivation-Behavioral Skills (IMB) model in explaining medication adherence for older patients with multimorbidity.

METHODS

Older patients with at least three chronic conditions (N = 254) were recruited from community health centers in Changsha, China. All participants completed a self-administrated questionnaire assessing adherence information, personal motivation, social motivation, behavioral skills, medication adherence, depressive symptoms, medication treatment satisfaction, treatment burden, and disease burden. Structural equation modeling was used to examine the hypothesized models and relationships between variables.

RESULTS

The final extended IMB model could explain 52.0% of the variance in adherence. Personal motivation (β = 0.29, p < 0.001), behavioral skills (β = 0.36, p < 0.001), and medication treatment satisfaction (β = 0.23, p = 0.001) had a positive direct effect on adherence. Information, social motivation, personal motivation, medication treatment satisfaction, and treatment burden could also affect adherence indirectly through multiple pathways.

CONCLUSION

This study demonstrated that an extended IMB model could be used to conceptualize determinants of medication adherence among older patients with multimorbidity.

PRACTICAL IMPLICATIONS

Adherence improvement programs might be more effective if targeting psychosocial factors, including adherence information, motivation, behavioral skills, treatment burden, and medication treatment satisfaction.

The effect of IMB model on CPR self-efficacy in high school students

BACKGROUND

Cardiopulmonary resuscitation (CPR) is one of the health needs in school age using various new educational methods. Therefore, the present study was conducted with the aim of determining the effect of information-motivation-behavioral skills (IMB) model on CPR self-efficacy in high school students.

MATERIALS AND METHODS

This was a semi-experimental study in which 56 high school students in Isfahan were randomly divided into two groups (28 students in each group): e-learning method and IMB model. The self-efficacy of high school students in CPR was evaluated using a CPR self-efficacy (18 items) before and two weeks after training in both groups. Data were analyzed by the Statistical Package for the Social Sciences (SPSS) version 22 software using descriptive and analytical tests such as independent t-test and paired t-test.

RESULTS

Independent t-test showed that there was no significant difference between the mean score of CPR self-efficacy in the two educational groups (P = 0.341). However, after intervention, there was a significant difference between the mean CPR self-efficacy scores between the two groups (P = 0.001).

CONCLUSION

According to the findings of the present study, the use of educational method based on the information-motivation-behavioral skills model has improved the self-efficacy of high school students.

Factors influencing self-management behavior during the "Blanking Period" in patients with atrial fibrillation: A cross-sectional study based on the information-motivation-behavioral skills model

BACKGROUND

Atrial fibrillation (AF) is becoming increasingly common. Effective self-management during the "Blanking Period" is critical. The Information-Motivation-Behavioral skills (IMB) model can be used to study health behaviors in chronic disease patients, but it has not been studied in AF patients.

OBJECTIVE

The goal of this study was to explore the influencing factors and interaction pathways of self-management behavior in AF patients during the "Blanking Period" using the IMB model.

METHODS

From June to December 2021, a cross-sectional design was conducted. Patients with AF during the "Blanking Period" (N=220) were recruited. They filled out several quantitative questionnaires, including the Jessa Atrial Fibrillation Knowledge Questionnaire, the Confidence in Atrial Fibrillation Management Scale, the Perceived Social Support Scale, the All Aspects of Health Literacy Scale, and the Self-care Scale for Chronic Atrial Fibrillation Patients. Data were analyzed using correlation analysis, multiple regression analysis, and path analysis.

RESULTS

Total score of self-management behavior was (33.83 ± 10.66). AF knowledge (β = 0.252, P < 0.001), self-management confidence (β = 0.219, P < 0.001), social support (β = 0.291, P < 0.001), and health literacy (β = 0.262, P < 0.001) were all positively correlated with patients' self-management behavior, accounting for 66.50 percent of the total variance.

CONCLUSIONS

During the "Blanking Period", the IMB model can be used to predict the factors that influence self-management behavior in AF patients. By using IMB model, interventions targeting patient-specific influencing factors could improve self-management behavior and quality of life in AF patients.

Community behavioral change and management of COVID-19 Pandemic: Evidence from Indonesia

Objectives

This study aims to investigate the effect of information and motivation on behavioral change related to the COVID-19 pandemic management in Indonesia. It also examines the role of behavioral skills in mediating the information-behavioral change relationship and the motivation-behavioral change relationship.

Method

This study employs the partial least squares structural equation modeling (PLS-SEM) to test the research hypotheses. Using the online survey method to collect data, 845 responses were obtained from several main islands of Indonesia.

Results

The results of the study show that information and motivation positively influence people's behavior changes. Behavioral skills mediate the influence of information and motivation on behavioral change. This study contributes to the development of the information-motivation-behavior model (IMB-Model). It also provides additional knowledge on pandemic management in the research setting of Indonesia as a country that has complex characteristics in terms of religion and belief, demography, culture, economy, and politics.

Conclusions

This study concludes that the success of Indonesia in dealing with the pandemic greatly depends on the success of changing the community behavior. Providing reliable and consistent information enhances people's motivation to build their behavioral skills. With increased behavioral skills, people have changed their behavior in fighting against COVID-19 by obeying health protocols, participating in vaccination programs, and practicing a healthier lifestyle.

Development and validation of the diabetic self-management scale based on information-motivation-behavioral skills theory

Background

Self-management is important for the blood sugar control of middle-aged and elderly Type 2 diabetes mellitus (T2DM) patients, of which diet, exercise, and drug compliance are the most common components. The Information-Motivation-Behavioral Skills Model (IMB) has been widely used in health behavior management and intervention.

Objective

The purpose of this study is to develop and validate the Diabetic Self-Management Scale (DSMS) based on the IMB model.

Methods

Self-report survey data was collected from middle-aged and elderly T2DM patients in Zhongmu City, Henan Province, China in November 2021 using convenience sampling. The original DSMS was developed through a literature review and summary of previous similar scales using an inductive approach. Item modification was finished by a panel of specialists. Exploratory factor analysis and confirmatory factor analysis were used to evaluate the reliability, convergent validity, discriminant validity, and criterion validity of DSMS.

Results

Four hundred and sixty nine T2DM patients completed the questionnaire survey. The final DSMS consists of 22 items with three dimensions, including information (five items), motivation (eight items), and behavior skills (nine items). The results of simple factor analysis showed that the KMO value was 0.839, Bartlett spherical test 2 = 3254.872, P < 0.001. The results of confirmatory factor analysis showed that 2/df = 2.261, RMSEA = 0.073, CFI = 0.937, TLI = 0.930, and SRMR = 0.096. The standardized factor loadings of 22 DSMS items were all above 0.6, and the CR values of 3 dimensions were all higher than 0.9. In addition, DSMS also showed good discriminant and criterion validity.

Conclusion

The 22-item DSMS has good reliability and validity, and can be used to make diabetic self-management assessment regarding diet, physical activity, and medication among middle-aged and elderly Chinese T2DM patients. DSMS is of moderate length and easy to understand. It can be promoted in China in the future to understand the self-management status of middle-aged and elderly T2DM patients in China.

Factors affecting nonadherence to treatment among type 2 diabetic patients with limited health literacy: Perspectives of patients, their families, and healthcare providers

BACKGROUND

Treatment adherence is one of the behaviors associated with type 2 diabetes that predicts whether it will be successfully treated or develop complications and become uncontrolled. This study aimed to determine factors affecting nonadherence to treatment among diabetic patients with limited health literacy from the perspectives of patients, their families, and healthcare providers.

MATERIALS AND METHODS

This qualitative study with a content analysis approach was conducted on 84 eligible type 2 diabetes patients with limited health literacy and poor adherence to treatment, as well as their families and healthcare providers using a purposive sampling method, in Kerman city in 2021. Interviews were conducted using a semistructured interview guide with a broad, open-ended question to provide a general history of the disease separately. The interviewer asked participants to identify the perceived barriers to treatment nonadherence. Each interview lasted 45-60 min. MAXQDA version 20 and inductive content analysis were used to code and analyze extracted data.

RESULTS

Four major themes emerged from the patients' perspectives as "financial problems," "individual factors," "problems related to medication availability," and "healthcare providers' poor practices." Two major themes were classified from the perspective of patients' families as "financial problems" and "Individual factors," and four major themes were identified from the viewpoint of healthcare providers including "financial problems," "individual factors," "scarcity and medication availability," and "poor practice of the healthcare provider." These mentioned barriers were confirmed regarding treatment nonadherence among study participants.

CONCLUSION

Study findings revealed different factors of treatment nonadherence among diabetic patients with limited health literacy. Therefore, these factors should be considered in tailoring promotive educational and supportive interventions. Considering the importance of adherence to treatment patients, planning empowerment family-based interventions focusing on health literacy improvement seems necessary.

Factors associated with treatment adherence to treatment among in patients with type 2 diabetes in Iran: A cross-sectional study

Introduction

Diabetes is a chronic metabolic disorder that affects millions of people worldwide. Adherence to treatment is a key determinant to proper management. This study aimed to assess the factors associated treatment adherence in patients with type 2 diabetes.

Materials and methods

We conducted this cross-sectional study on 704 patients with type 2 diabetes referred to three diabetes clinics in Kerman, Iran. We used treatment adherence questionnaire and functional communicative critical health literacy (FCCHL) to collect data and descriptive statistics, as well as Pearson correlation coefficient and multivariate regression analysis to analyze data. Significance level was <0.05.

Results

The study results showed that health literacy, HbA1c, and income were main predictors of diabetes treatment adherence. The patients' adherence increased as their health literacy increased. The patients' HbA1c decreases as their adherence increased. We found a 2.54-point increase in the treatment adherence score for those with sufficient income and a 0.76-point increase in the treatment adherence score for those with relatively sufficient income compared with those with insufficient income.

Conclusion

We found several factors affecting diabetes treatment adherence. Planning theory-based interventions can be helpful to improve the determinants.

Burnout Related to Diabetes Mellitus: A Critical Analysis

Background

Diabetes burnout is a condition when a patient with diabetes feels tired from his/her disease and neglects it for a certain period or continuously.

Objective

Diabetes burnout is frequent, and there is extended literature about psychosocial stress and its negative effects on health.

Methods

A search for relevant studies was conducted using PubMed, Google Scholar and ResearchGate. A systematic review was conducted on the relevant articles after critical appraisal. Only publications in English were selected. The objective of this study was to evaluate the association between burnout syndrome and diabetes mellitus.

Results

This article mainly focused on studies that evaluated the presence of burnout and diabetes mellitus effects. Diabetes can influence psychological health equally with somatic strength. Relatives can also express depression, guilt, fright, worry, rage, and burnout. Psychosocial job stress and extended working hours are linked with a higher possibility of myocardial infarction, diabetes mellitus, and hypertension.

Conclusion

Diabetes burnout is a combination of emotions and practices, ranging from tiredness to indifference, linked with a distressing sense of hopelessness. Revealing this health condition is necessary so that preventive measures can be taken.

Tools to Measure Health Literacy among Adult Hispanic Populations with Type 2 Diabetes Mellitus: A Review of the Literature

Health literacy (HL) is associated with short- and long-term health outcomes, and this is particularly relevant in Hispanics, who are disproportionally affected by lower HL. Hispanics have become the largest minority population in the United States. Also, Hispanics experience higher burdens of chronic diseases such as type 2 diabetes mellitus (T2DM) than non-Hispanic whites. Thus, effectively choosing culturally appropriate validated instruments that measure a marker found in health assessments should be a serious consideration. Using a systemized approach, we identified and reviewed 33 publications and found eight different HL and numeracy (separate or combined) instruments. We assessed the study designs and instrument structures to determine how HL was measured across these studies. We categorized the results into direct and indirect measurements of HL. The Test of Functional Health Literacy in Adults (TOFHLA) family of HL instruments was favored for direct measures of HL, while the Brief Health Literacy Screen (BHLS) instrument was favored for indirect measures. Despite identified trends in instruments used, more comprehensive measurement tools have been developed but not validated in Hispanic populations. In conclusion, further validation of more comprehensive HL instruments in adult Hispanic populations with T2DM could better assess HL levels and improve health promotion efforts.

Exploring mHealth potential to improve kidney function: secondary analysis of a randomized trial of diabetes self-care in diverse adults

BACKGROUND

Many individuals living with chronic kidney disease (CKD) have comorbid Type 2 diabetes (T2D). We sought to explore if efficacious interventions that improve glycemic control may also have potential to reduce CKD progression.

METHODS

REACH is a text message-delivered self-management support intervention, which focused on medication adherence, diet, and exercise that significantly improved glycemic control in N = 506 patients with T2D. Using data from the trial, we characterized kidney health in the full sample and explored the intervention's effect on change in estimated glomerular filtration rate (eGFR) at 12 months in a subsample of N=271 patients with eGFR data.

RESULTS

In a diverse sample with respect to race/ethnicity and socioeconomic status, 37.2% had presence of mild or heavy proteinuria and/or an eGFR < 60 mL/min/1.73 m². There was a trending interaction effect between intervention and presence of proteinuria at baseline (b = 6.016, p = .099) such that patients with proteinuria at baseline who received REACH had less worsening of eGFR.

CONCLUSIONS

Future research should examine whether diabetes directed self-management support reduces CKD progression in ethnically diverse individuals with albuminuria. In highly comorbid populations, such as T2D and CKD, text-based support can be further tailored according to individuals' multimorbid disease self-management needs and is readily scalable for individuals with limited resources.

TRIAL REGISTRATION

This study was registered with ClinicalTrials.gov ( NCT02409329 ).

Psychometric properties of the Farsi version of diabetes burnout scale in patients with type 1 diabetes

OBJECTIVE

Diabetes burnout refers to the feeling of exhaustion and frustration in the management of diabetes, which can lead to treatment non-adherence, poor glycemic control, and a high prevalence of diabetes complications. Measuring diabetes burnout requires accurate and standard instruments. The aim of this study was to evaluate the psychometric properties of the Farsi version Diabetes Burnout Scale (F-DBS).

METHODS

This cross-sectional study was performed on 550 patients with type 1 diabetes (262 men and 288 women) referred to diabetes centers in different cities of Hamedan province (Asadabad, Hamedan, Malayer, and Nahavand) in 2021. The mean age and duration of the disease in these patients were 35.58 (SD=14.32) and 15.02 (SD=10.60) years, respectively. Data were collected using the Diabetes Burnout Scale (DBS), Patient Health Questionnaire-9 and Kessler psychological distress scale. After forward-backward translation, face, content and convergent validity were performed. To evaluate the construct validity, convergent validity, exploratory and confirmatory factor analysis were performed. Internal consistency was examined with Cronbach's alpha coefficients.

RESULTS

In the exploratory factor analysis, two factors of exhaustion (five items) and detachment (seven items) were extracted, which together explained 46.58% of the total variance. In confirmatory factor analysis, the fit indices were appropriate. There was a significant positive correlation between diabetes burnout and depression (r = 0.30, p < 0.001) and psychological distress (r = 0.36, p < 0.001). Cronbach's alpha coefficient of diabetes burnout, exhaustion and detachment were 0.813, 0.846 and 0.812, respectively.

CONCLUSION

The Farsi version of the Diabetes Burnout scale has acceptable validity and reliability and can be used in various studies.

Memory complaints moderate the concordance between self-report and electronically monitored adherence in adults with type 2 diabetes

AIMS

We examined the impact of memory complaints on the concordance between self-report (SR) and electronically monitored (EM) medication adherence, independent of depression symptoms, among adults with type 2 diabetes (T2D).

METHODS

Adults (N = 104, age = 56.6 ± 9.2; 64% female) completed a prospective and retrospective memory questionnaire (PRMQ) and a depression symptom interview at baseline. EM was tracked over 3 months and participants rated adherence using SR. Multiple linear regression evaluated PRMQ as a moderator of the relationship between EM and SR, adjusting for depression and other covariates.

RESULTS

PRMQ was correlated with lower SR (r = -0.31, p = 0.001), but not with EM. PRMQ moderated the relationship between SR and EM, independent of depression symptoms. At low levels of PRMQ, SR and EM were closely related (β = 0.76, p < 0.001); at high levels of PRMQ the relationship was weaker (β = 0.28, p = 0.02). Participants who under-reported their adherence (SR < EM) had higher PRMQ scores than more concordant reporters (p = 0.016).

CONCLUSIONS

SR and EM measures were less concordant among adults with T2D who endorsed higher PRMQ scores. Memory complaints may contribute to under-reporting of medication adherence in adults with T2D.

Regional Comparison of Diabetes Psychosocial Comorbidities Among Americans With Type 1 Diabetes During the COVID-19 Pandemic

PURPOSE

The purpose of this study was to compare diabetes psychosocial comorbidities among adults with type 1 diabetes (T1D) across the United States during the onset of COVID-19 pandemic.

METHODS

Adults with T1D from 4 main US geographic regions including South (n = 367), West (n = 234), Northeast (n = 250), and Midwest (n = 247) completed a cross-sectional online survey between April and June 2020. Data collection was done on psychosocial measures, glycemic variability, sociodemographic characteristics, and various challenges related to the COVID-19 pandemic. Chi-square, Fisher's exact, Kruskal-Wallis tests, ordinary least squares, proportional odds, and ordinal logistic regression methods were used for data analysis.

RESULTS

In the South, 51.2% of participants had moderate to high levels of diabetes distress, and this was significantly (P = .03) higher than other regions. Northeast region had the lowest prevalence of moderate to severe diabetes burnout (19.8%), but this was not significantly different compared to the other regions. Participants in the South had also the highest mean score on the 8-item Patient Health Questionnaire, with 30.3% of them reporting moderate to severe depressive symptoms. However, there were no significant differences in depressive symptoms among the regions. Glycemic control, demographic characteristics, and COVID-19-related challenges were associated with different psychosocial comorbidities in different regions.

CONCLUSIONS

When providing information and support to individuals with diabetes in time of crisis like the COVID pandemic, providers should consider psychosocial aspects of diabetes care. Diabetes disparities and contextual factors vary geographically in the United States; these factors may impact the psychosocial comorbidities of diabetes in each region.

Effect of informationmotivationbehavior skills on adherence of continuous positive airway pressure therapy in patients with obstructive sleep apnea hypopnea syndrome

OBJECTIVES

Obstructive sleep apnea hypopnea syndrome (OSAHS) is a common disease that seriously affects health. Continuous positive airway pressure (CPAP) therapy is the preferred treatment for moderate-to-severe OSAHS patients. However, poor adherence to CPAP is a major obstacle in the treatment of OSAHS. Information-motivation-behavioral (IMB) skills, as a kind of mature technology to change the behavior, has been used in various health areas to improve treatment adherence. This study aims to explore the effects of the IMB skills intervention on CPAP adherence in OSAHS patients.

METHODS

Patients who were primary diagnosed with moderate-to-severe OSAHS were randomly divided into the IMB group (n=62) and the control group (n=58). The patients in the IMB group received CPAP therapy and the IMB skills intervention for 4 weeks. The patients in the control group received CPAP therapy and a usual health care provided by a registered nurse. We collected the baseline data of the general information, including age, sex, body mass index (BMI), the Epworth Sleepiness Scale (ESS) score, the Hospital Anxiety and Depression Scale (HADS) score, and indicators about disease severity [apnea-hypopnea index (AHI), percentage of time with arterial oxygen saturation SaO2<90% (T90), average SaO2, lowest SaO2, arousal index]. After CPAP titration, we collected CPAP therapy-relevant parameters (optimal pressure, maximum leakage, average leakage, 95% leakage, and residual AHI), score of satisfaction and acceptance of CPAP therapy, and score of willingness to continue CPAP therapy. After 4 weeks treatment, we collected the ESS score, HADS score, CPAP therapy-relevant parameters, effective CPAP therapy time per night, CPAP therapy days within 4 weeks, CPAP adherence rate, score of satisfaction and acceptance of CPAP therapy, and score of willingness to continue CPAP therapy. Visual analog scale (VAS) of 0-5 was used to evaluate the satisfaction and acceptance of IMB intervention measures in the IMB group.

RESULTS

There were no significant differences in the baseline level of demographic parameters, ESS score, HADS score, disease severity, and CPAP therapy related parameters between the IMB group and the control group (all P>0.05). There were no significant differences in score of willingness to continue CPAP therapy, as well as score of satisfaction and acceptance of CPAP therapy after CPAP titration between the IMB group and the control group (both P>0.05). After 4 weeks treatment, the ESS score, HADS score, maximum leakage, average leakage, and 95% leakage of the IMB group were significantly decreased, while the score of satisfaction and acceptance of CPAP therapy and willingness to continue CPAP therapy of the IMB group were significantly increased (all P<0.05); while the above indexes in the control group were not different before and after 4 weeks treatment (all P<0.05). Compared with the control group, the ESS score, HADS score, maximum leakage, average leakage, and 95% leakage of the IMB group after 4 weeks treatment were significantly lower (all P<0.05); the effective CPAP therapy time, CPAP therapy days within 4 weeks, score of satisfaction and acceptance of CPAP therapy, score of willingness to continue CPAP therapy of the IMB group were significantly higher (all P<0.05). The rate of CPAP therapy adherence in 4 weeks of the IMB group was significantly higher than that of the control group (90.3% vs 62.1%, P<0.05). The VAS of overall satisfaction with IMB skills intervention measures was 4.46±0.35.

CONCLUSIONS

IMB skills intervention measures can effectively improve the adherence of CPAP therapy in OSAHS patients, and is suitable for clinical promotion.

Self-care Adherence in Hemodialysis Patients: A Structural Equation Modeling

BACKGROUND: Management of health problems in patients undergoing hemodialysis is quite complicated, fluid restriction, diet, following treatment recommendations, and managing physical activity are problems that are often difficult to manage. Self-regulation of HD patients is needed to maintain adherence regarding fluid restriction, diet, medication, and physical activity management. AIM: We aimed to investigate self-care adherence in hemodialysis patients with a structural equation modeling. METHODS: One hundred and thirty patients with the hemodialysis-dependent end-stage renal disease took part in a quantitative cross-sectional study. RESULTS: The researchers investigated personality traits, information factors, emotional factors, disease representation, motivation, appraisal, coping, and self-care adherence. CONCLUSION: Except for motivation, which has no direct effect on coping (T-statistic = 1.666), almost every construct in this model significantly affects coping.

Examining the Influencing Factors of Chronic Hepatitis B Monitoring Behaviors among Asian Americans: Application of the Information-Motivation-Behavioral Model

Background: Compared to non-Hispanic whites, Asian Americans are 60% more likely to die from the disease. Doctor visitation for chronic hepatitis B (CHB) infection every six months is an effective approach to preventing liver cancer. Methods: This study utilized baseline data from an ongoing randomized controlled clinical trial aimed at improving long-term adherence to CHB monitoring/treatment. Guided by the information-motivation-behavioral skills (IMB) model, we examined factors associated with CHB monitoring adherence among Asian Americans with CHB. Multivariable logistic regression was conducted to test the associations. Results: The analysis sample consisted of 382 participants. Multivariable logistic regression showed that HBV knowledge (OR = 1.24, p < 0.01) and CHB-management motivation (OR = 1.06, p < 0.05) are significant predictors of having a doctor’s visit in the past six months. Both factors were positively associated with the likelihood of having had blood tests for HBV in the past six months. Conclusion: We found that greater HBV-related knowledge and CHB-management motivation are significantly associated with performing CHB-monitoring behaviors in the past six months. The findings have critical implications for the development and implementation of evidence-based interventions for CHB monitoring and liver cancer prevention in the Asian American community.

Factors Associated with Hepatitis B Medication Adherence and Persistence among Underserved Chinese and Vietnamese Americans

Background: Hepatitis B virus (HBV) infection disproportionately affects Asian Americans in the United States, while this population faces low adherence to HBV treatment. Using the information–motivation–behavioral skills model (IMB), the study aims to examine medication adherence and persistence among Chinese and Vietnamese people with HBV. Methodology: Study participants were recruited between March 2019 and March 2020 and were enrolled through multiple recruitment approaches in the Greater Philadelphia Area and New York City. The study is an assessment of the baseline data on medication adherence, HBV-related knowledge, motivation of HBV medication treatment, self-efficacy about HBV medication treatment, and socioeconomic status. Results: Among 165 participants, 77.6% were Chinese and 22.4% were Vietnamese Americans. HBV-related knowledge/information, motivation, and self-efficacy were all positively associated with having medium/high medication adherence. Multilevel mixed-effects generalized linear regression revealed that living more than 10 years in the U.S. (OR = 4.24; p = 0.028) and greater information–knowledge about HBV (OR = 1.46; p = 0.004) were statistically associated with higher odds of medium/high medication adherence. Moreover, greater HBV-related knowledge/information (OR = 1.49; p = 0.023) and greater motivation towards HBV treatment adherence (OR = 1.10; p = 0.036) were both associated with a higher likelihood of medication persistence. Conclusion: Our findings provided significant implications in designing behavioral interventions focused on self-efficacy, information, and motivation to promote better medication adherence among Asian Americans living with HBV.

Factors related to barriers and medication adherence in patients with type 2 diabetes mellitus: a cross-sectional study

Purpose

Evidence has shown that 50% of patients, including type 2 diabetes mellitus (DM), are non-adherent to the prescribed antidiabetic medication regimen. Some barriers lead to nonadherence in people with DM type 2. The study aimed to identify factors related to adherence in patient with DM and to assess the correlation between barriers to adherence type 2 DM patients.

Methods

The cross-sectional study was conducted in 63 primary healthcare centers in Surabaya, Indonesia. Patients with DM type 2 were recruited between April and September 2019 using convenient sampling technique. Ethics approval was obtained (80/EA/KEPK/2019).

Results

A total of 266 patients with type 2 DM participated in this study. Of the respondents, 201 (75.2%) were female. Unwanted drug effects, changes in medication regimens, and refilling the prescription when the drugs run out were most reported factors that affected adherence. Spearman correlations and linear regression tests were used to examine the relationship between barriers to medication adherence, and education with medication adherence. A significant difference was observed between the level of education and adherence (p = 0.031). The results showed an association between barriers to medication and adherence to medication (r = 0.304; p < 0.001) which was confirmed in regression analysis (R = 0.309, R square = 0.095, p <0.001).

Conclusions

Barriers to adherence are common and affect adherence to therapy. It is essential to expand the roles of health care professionals in the community to include counseling, barrier-monitoring, education, and problem-solving to improve patient medication adherence.

Assessing Determinants of Online Medical Services Adoption Willingness of General Hospital Physicians Using the Information-Motivation-Behavioral Skills Model: A Multi-Group Structural Equation Modeling Approach

Purpose

Physician adoption of online medical services (OMS) has been hastened by the COVID-19 pandemic, but their adoption willingness still requires to be improved. This study aims to construct a physician’s OMS adoption willingness model based on the information-motivation-behavioral skill (IMB) theory, explore the determinants affecting adoption willingness and its influencing pathways, and evaluate the moderating effects of OMS use experience on willingness through multi-group analysis.

Participants and Methods

A cross-sectional survey was conducted among physicians in three public hospitals of Jiangsu province, China, from June to July 2020, using a multi-stage sampling method. Structural equation modeling was applied to analyze the valid data from 531 respondents.

Results

Physicians’ willingness to adopt OMS was at a moderate level, with an average score of 14.27±3.34 (range: 4–20). The behavior model for physician’s OMS adoption willingness fitted well. Information (In), motivation (Mo), and behavioral skill (BS) explained 69% of the variance in adoption willingness (AW). Information could only exert completely indirect effect on willingness via behavioral skills (b = 0.202, 95% CI[0.122, 0.314]); motivation could both generate direct effect (β=0.368, p < 0.001) and partial indirect effect on willingness via behavioral skills (b = 0.160, 95% CI[0.092, 0.248]); and behavioral skills had a positive effect on willingness (β=0.424, p < 0.001). Furthermore, OMS use experience showed a significant moderating effect on the Mo → AW pathway, with inexperienced physicians’ willingness being significantly stronger influenced by motivation compared to experienced ones.

Conclusion

Findings from this study revealed the role of IMB model in interpreting and predicting physicians’ willingness to adopt OMS and the moderating effect of uptake experience, providing practitioners with a theoretical foundation and intervention framework for supporting OMS development efforts.

Determinants of Poor Treatment Adherence among Patients with Type 2 Diabetes and Limited Health Literacy: A Scoping Review

Prevention of complications and successful control of diabetes require preventive and therapeutic measures. Patients' nonadherence to medication and diet regimens and healthcare protocols is associated with significant therapeutic and economic consequences. The present scoping review aims to identify determinants of poor treatment adherence among patients with type 2 diabetes and limited health literacy in 2021. This scoping review was conducted in five stages: designing a research question, searching and extracting related studies, selecting related studies, tabulating information, and reporting results. Data were collected from six foreign electronic databases (Embase, Science Direct, PubMed, Google Scholar, Scopus, and Web of Science) and four Iranian electronic databases (MagIran, SID, IranDoc, and IranMedex) using keywords "Type 2 diabetes", "barriers", "treatment", "medication", "adherence", "non-adherence", "limited adherence", and "limited health literacy" from January 2010 to November 2021. From an initial 146 articles, 18 articles were eligible for review. Eighteen studies involving 3925 patients with T2DM from eight countries were included. The prevalence of nonadherence ranged from 42% to 74.3%. Barriers to treatment adherence, which were common among the articles, included economic problems, poor communication with healthcare team, lack of family support, lack of knowledge, misconceptions, and limited health literacy. The results of the present study provided modifiable and nonmodifiable factors affecting treatment adherence among patients with type 2 diabetes. Modifiable factors are essential by performing appropriate interventions with the target group and health professionals.

Unraveling the concepts of distress, burnout, and depression in type 1 diabetes: A scoping review

BACKGROUND

Psychological complications are frequent in type 1 diabetes (T1D) but they might be difficult to distinguish one from the other in clinical practice. Our objective was to study the distinguishing characteristics, overlaps and their use in the literature between three concepts of T1D: depression, diabetes distress (DD) and diabetes burnout (DB).

METHODS

A scoping review (PRISMA guidelines) performed in three databases (PubMed/MEDLINE, PsycInfo, Web of Science) with the keywords: T1D, depression, diabetes and burnout, from January 1990 to June 2021. We selected original studies with participants with T1D, which reported depression, DD, or DB. We extracted information about the concepts, their sub-concepts and screening tools.

FINDINGS

Of the 4763 studies identified, 201 studies were included in the study. Seventy-three percent, 57% and 45% of sub-concepts do not overlap in depression, DD, and DB, respectively. We observed overlap between depression (27%)/DD (27%) and between DD (20%)/DB (50%).

INTERPRETATION

A number of sub-concepts distinguish depression and DD. Overlaps between concepts suggest that a more precise definition is still lacking. DB is still a relatively new concept and more research is needed to better understand how it can present itself differently, in order to personalize care in comparison to those having DD.

The Value of Measuring Diabetes Burnout

PURPOSE OF REVIEW

Diabetes represents a chronic illness with significant physical and psychological morbidities. This review aims to summarize current conceptualizations of diabetes burnout in individuals with diabetes and describe its associated adverse outcomes in this population while proposing possible mechanisms of action and targets of intervention.

RECENT FINDINGS

"Diabetes burnout" may result in adverse long-term outcomes including poor treatment compliance, diabetes complications, and depression. Diabetes burnout may impact not only individuals, but also providers, and caregivers and family members of affected individuals. Diabetes burnout may results from sustained cognitive stresses of chronic treatment adherence, assessment of realistic treatment goals, and treatment challenges. Early screening and interdisciplinary approaches for patient-centered diabetes care are critical for sustained diabetes social support. Future work exploring these approaches may identify early support and targeted interventions for the long-term support of individuals with diabetes.

Effect of Information-Motivation-Behavioral Model Based on Protection Motivation Theory on the Psychological Resilience and Quality of Life of Patients with Type 2 DM

Diabetes mellitus (DM) is one of the remarkable disease challenges in the twenty-first century and poses threat to patients' physical health. Given the difficulty of treatment and the high possibility of relapse, patients often have mental illness. A total of 117 patients with type 2 DM were randomly divided into two groups for a 2-month intervention. The intervention group underwent an Information-Motivation-Behavioral skills (IMB) intervention program based on protection motivation theory, and traditional intervention was applied to the control group. No significant difference is found between the intervention and control groups before the intervention (P > 0.05). However, after the intervention, the blood glucose level and depression score of the intervention group are lower than those of the control group (P < 0.05), and the psychological resilience and quality of life are significantly higher than those of the control group (P < 0.05). The blood glucose level and depression score of the intervention group decrease after the intervention (P < 0.05), and the psychological resilience and quality of life are significantly increase (P < 0.05). No significant difference is found in the blood glucose level, depression, psychological resilience, and quality of life of the control group before and after the intervention (P > 0.05). The combination of IMB intervention and protection motivation theory is important to improving the psychological resilience of patients with type 2 DM, raising their quality of life and reducing their blood glucose level.

Perceptions of a mobile phone-based approach to promote medication adherence: A cross-sectional application of the technology acceptance model

Background

Objectives

Methods

Results

Conclusion

•

Medication adherence strategies using mobile phones are common

•

New mobile phone-based approach called caller tunes was tested for feasibility

•

Intention to use the caller tunes for enhancing medication adherence was high

•

Making caller tunes free to download increased intention to use

•

Caller tunes could be a novel strategy to promote medication adherence

Development and validation of a scale to measure diabetes burnout

Introduction

The aim of this study is to establish reliability and validity of the Diabetes Burnout Scale (DBS) among adults with type 1 diabetes (T1D).

Methods

We used a multi-stage, mixed methods approach to developing the DBS. First, the research team identified twenty-eight candidate items through a review of the literature and 117 qualitative narratives from adults living with T1D. Next, items were revised based on the expert (n = 20) and individual with T1D (n = 10) feedback. The resulting 18-item DBS measure along with validated measures of diabetes distress, depressive symptoms, and questions related to diabetes outcomes (i.e., last reported hemoglobin A1c [HbA1c] and Time-in-Range [TiR]) were completed by 1099 adults with T1D across the U.S. The sample was randomly divided into two subsets (n1 = 561, n2 = 538) for exploratory and confirmatory factor analyses (EFA/CFA) to determine the underlying structure of the DBS. Regression analyses examined the relationships of the DBS with self-reported glycemic control and socio-demographic characteristics.

Results

Based on the EFA three factors are identified and the DBS demonstrated strong internal consistency with Cronbach alphas (≥0.80). The validation and confirmatory analysis for the structure of the DBS provided consistent results with EFA. Higher burnout (overall DBS) was positively associated with diabetes distress (b = 0.74; p < 0.01) and depressive symptoms (b = 0.61; p < 0.01). Overall DBS, however was the strongest predictor for poorer HbA1c (r2 = 0.19; p < 0.01) and lower TiR (r2 = 0.17; p < 0.01) compared to diabetes distress and depressive symptoms.

Conclusion

The 12-item DBS is a reliable and valid scale to measure diabetes burnout in adults with diabetes. The results provide a weak to strong degree of association between the validated DBS scale, T1-DDS and PHQ-8. The DBS can contribute to advancement of diabetes science by measuring diabetes burnout and informing clinical interventions to improve psychosocial care in individuals with diabetes.

Effects of a Tailored Text Messaging Intervention Among Diverse Adults With Type 2 Diabetes: Evidence From the 15-Month REACH Randomized Controlled Trial

OBJECTIVE

Text messaging interventions have high potential for scalability and for reductions in health disparities. However, more rigorous, long-term trials are needed. We examined the long-term efficacy and mechanisms of a tailored text messaging intervention.

RESEARCH DESIGN AND METHODS

Adults with type 2 diabetes participated in a parallel-groups, 15-month randomized controlled trial and were assigned to receive Rapid Education/Encouragement and Communications for Health (REACH) for 12 months or control. REACH included interactive texts and tailored texts addressing medication adherence and nontailored texts supporting other self-care behaviors. Outcomes included hemoglobin A1c (HbA1c), diabetes medication adherence, self-care, and self-efficacy.

RESULTS

Participants (N = 506) were approximately half racial/ethnic minorities, and half were underinsured, had annual household incomes <$35,000, and had a high school education or less; 11% were homeless. Average baseline HbA1c was 8.6% ± 1.8%; 70.0 ± 19.7 mmol/mol) with n = 219 having HbA1c ≥8.5% (69 mmol/mol). Half were prescribed insulin. Retention was over 90%. Median response rate to interactive texts was 91% (interquartile range 75%, 97%). The treatment effect on HbA1c at 6 months (-0.31%; 95% CI -0.61%, -0.02%) was greater among those with baseline HbA1c ≥8.5% (-0.74%; 95% CI -1.26%, -0.23%), and there was no evidence of effect modification by race/ethnicity or socioeconomic disadvantage. REACH improved medication adherence and diet through 12 months and self-efficacy through 6 months. Treatment effects were not significant for any outcome at 15 months. REACH reduced barriers to adherence, but barrier reduction did not mediate outcome improvements.

CONCLUSIONS

REACH engaged at-risk patients in diabetes self-management and improved short-term HbA1c. More than texts alone may be needed to sustain the effects.

Tailored Interventions to Improve Medication Adherence for Cardiovascular Diseases

Over the past half-century, medical research on cardiovascular disease (CVD) has achieved a great deal; however, medication adherence is unsatisfactory. Nearly 50% of patients do not follow prescriptions when taking medications, which limits the ability to maximize their therapeutic effects and results in adverse clinical outcomes and high healthcare costs. Furthermore, the effects of medication adherence interventions are disappointing, and tailored interventions have been proposed as an appropriate way to improve medication adherence. To rethink and reconstruct methods of improving medication adherence for CVD, the literature on tailored interventions for medication adherence focusing on CVD within the last 5 years is retrieved and reviewed. Focusing on identifying nonadherent patients, detecting barriers to medication adherence, delivering clinical interventions, and constructing theories, this article reviews the present state of tailored interventions for medication adherence in CVD and also rethinks the present difficulties and suggests avenues for future development.

New insights into diabetes burnout and its distinction from diabetes distress and depressive symptoms: A qualitative study

AIMS

This study aimed to corroborate the main hypotetized dimensions of diabetes burnout, and its distinction from diabetes distress and depressive symptoms among adults with type 1 diabetes (T1D).

METHODS

A qualitative descriptive study was employed to collect data from 31 eligible participants using semi-structured individual phone interviews. Participants were recruited through purposive sampling among a larger sample of adults with T1D in a previous study. Data was analyzed using qualitative content analysis including immersion, reduction, and interpretation.

RESULTS

Exhaustion and detachment were frequent manifestations of diabetes burnout that often accompanied by instances during which participants experienced a loss of control over diabetes. Whereas individuals' support systems could either help or hinder diabetes burnout. Participants saw burnout as separate but closely related to distress and depressive symptoms, with some suggesting correlations among burnout, distress, and depressive symptoms, while others expressed that distress caused their burnout and depressive symptoms.

CONCLUSIONS

Diabetes burnout reflects a significant yet unexplored concept which might explain the complexities of suboptimal self-management and poor diabetes outcomes. Emerging evidence suggesting diabetes burnout as a distinct concept calls for more studies to mitigate diabetes burnout as an obstacle to optimal diabetes care.

Factors influencing health behaviours during the coronavirus disease 2019 outbreak in China: an extended information-motivation-behaviour skills model

OBJECTIVES

This study explored the factors influencing health behaviours during the coronavirus disease 2019 (COVID-19) outbreak in China. The impact of perceived stress and positive perception of interventions on health behaviours in China were assessed using the extended information-motivation-behaviour skills (IMB) model.

STUDY DESIGN

Cross-sectional survey.

METHODS

The Questionstar online survey tool was used to construct a structured questionnaire based on the IMB model. Between 14 and 22 February 2020, during the peak of COVID-19 epidemic in China, 2449 participants were recruited by snowball sampling on WeChat and Tencent QQ social media platforms in China. Data were collected through an online questionnaire, and structural equation modelling was performed to evaluate the extended IMB model.

RESULTS

Health behaviours were assessed using a scoring system (total score range: 8-40); the average health behaviour score in this study was 34.62 ± 4.44. The term 'health risk stress' refers to the impact that perceived stress has on health, and this was experienced by 39.9% of participants. Only 35.9% of participants answered all seven questions on COVID-19 information correctly. The final model showed that information, motivation, behavioural skills, heath risk stress and positive perception of interventions had significant direct effects on health behaviours. Health behaviours were positively associated with the positive perception of interventions but negatively associated with health risk stress. Behavioural skills had the greatest impact on health behaviours.

CONCLUSIONS

In the face of public health emergencies, the extended IMB model has been used as a theoretical framework to construct more effective interventions. The government should pay attention to publicity and guidance, strengthen positive interactions with the public and disclose relevant information in a timely manner to gain trust and to maintain the positive public perception of the interventions. In terms of health education, the government should focus on behavioural skills, promptly rectify ineffective prevention information and raise awareness about the disease to relieve stress and anxiety in the population.

Burnout, distress, and depressive symptoms in adults with type 1 diabetes

INTRODUCTION

We identified established scales and subscales related to the hypostatized dimensions of diabetes burnout (exhaustion, detachment, powerlessness) emerging from our preliminary qualitative studies, and examined the relationship of diabetes burnout with diabetes distress, depressive symptoms, and diabetes outcomes.

METHODS

In this cross-sectional study, adults with type 1 diabetes (n = 111) completed an online survey including measures of diabetes distress, depressive symptoms, and proposed measures of diabetes burnout. Participants also answered questions related to diabetes outcomes (i.e., last reported HbA1c, missed appointments) as well as other clinical and sociodemographic characteristics. Items related to diabetes burnout were identified and analyzed in an exploratory factor analysis (EFA). The items retained through the EFA were then used in a series of regression analyses to estimate the relationships of the diabetes burnout measure with participants' background characteristics, diabetes distress, depressive symptoms, and diabetes outcomes.

RESULTS

The EFA provided mixed results. The proposed measures of powerlessness were consistent with the original hypothesis. However, the identified measures of exhaustion and detachment did not load onto the anticipated factors. After revising the subscales based on the results of the factor analysis, the measures of diabetes burnout demonstrated strong internal consistency with Cronbach alphas (all subscales and total scale ≥0.85). Diabetes burnout was significantly associated with both depression (es = 0.70; p < .01) and diabetes distress (es = 0.80; p < .01). While measures of diabetes burnout, distress, and depressive symptoms were significant predictors of multiple diabetes outcomes, overall diabetes burnout was no longer significantly related to these outcomes after controlling for diabetes distress and depressive symptoms.

CONCLUSION

The results of the study provide a first step toward identifying a reliable, valid measure of diabetes burnout. Further research is needed to identify additional items to supplement/replace existing measures and to further differentiate diabetes burnout from diabetes distress and depressive symptoms.

Predicting physical activity and cardiovascular risk and quality of life in adults with osteoarthritis at risk for metabolic syndrome: A test of the information-motivation-behavioral skills model

Aim

To examine a hypothetical model of physical activity and health outcomes (cardiovascular risk and quality of life) based on the information-motivation-behavioural skills model in adults.

Design

A cross-sectional survey.

Methods

A total of 165 adults with osteoarthritis at risk for metabolic syndrome were recruited between October 2016 and September 2017 from the outpatient clinic in South Korea. Data were collected on the model constructs such as cognitive function, social support, depressive symptoms, barriers to self-efficacy, physical activity and quality of life. A hypothetical model was tested using the AMOS 25.0 program.

Results

Cognitive function and barriers to self-efficacy had a direct effect on physical activity. Physical activity had a direct effect on cardiovascular risk, while social support and depressive symptoms had a direct effect on quality of life.

Conclusions

The information-motivation-behavioural skills model can predict physical activity and, in turn, cardiovascular risk and quality of life in adults with osteoarthritis at risk for metabolic syndrome.

The information-motivation-behavioral skills model explains physical activity levels for adults with type 2 diabetes across all weight classes

Physical activity is an evidence-based, effective treatment for type 2 diabetes mellitus (T2D), yet insufficient numbers of adults achieve recommended daily levels, particularly amongst higher weight classes. This cross-sectional study assessed whether the Information-Motivation-Behavioural Skills (IMB) Model explained physical activity levels in adults with T2D across different body mass index (BMI) levels (N = 381). Measures included the American Adults Knowledge of Exercise Recommendations (AAKER), Behavioural Regulation in Exercise Questionnaire (BREQ-2), Barriers Specific Self-Efficacy Scale (BARSE) and the outcome measure, International Physical Activity Questionnaire (IPAQ-short form). Analyses included structural equation modelling (SEM) and ordinal logistic regression models. SEM demonstrated a good fit of the IMB Model to the data, accounting for 44% of variance in physical activity levels. Both motivation and self-efficacy had a direct effect, and motivation indirectly predicted physical activity through self-efficacy. Further analyses found the effect of the IMB predictors did not vary according to BMI status. This study supports the application of the IMB Model in explaining physical activity behavior in adults with T2D. In particular, the contribution of motivation and self-efficacy as substantive and modifiable predictors of physical activity will facilitate the development of targeted and evidence-based interventions for individuals of all BMI classes.