An Adaptive, Algorithm-based Text Message Intervention to Promote Health Behavior Adherence in Type 2 Diabetes: Treatment Development and Proof-of-Concept Trial

2021 ◽  
pp. 193229682110650
Author(s):  
Christopher M. Celano ◽  
Christina Massey ◽  
Jessica Long ◽  
Sonia Kim ◽  
Olivia Velasquez ◽  
...  

Background: Most individuals with type 2 diabetes (T2D) struggle to adhere to one or more health behaviors. Text message interventions (TMIs) have the potential to improve adherence but have had mixed effects on diet and activity in T2D. We developed an eight-week, adaptive, algorithm-driven TMI to promote physical activity, diet, self-care, and well-being. Then, in a single-arm trial, we assessed its feasibility, acceptability, and preliminary efficacy in 15 individuals with T2D and suboptimal adherence. Methods: Participants received daily text messages and were asked to rate the utility of each message (0=not helpful, 10=very helpful). These ratings were used by an algorithm to select subsequent messages based on each participant’s prior ratings. We assessed intervention feasibility by rates of message transmission/response and acceptability through ratings of message utility and burden. Finally, we examined pre-post changes in diabetes self-care, diet, physical activity, and psychological outcomes and calculated effect sizes (Cohen’s d). Results: All text messages were delivered, and participants provided ratings for 79% of messages, above our a priori thresholds for feasibility. Participants rated the individual messages and overall TMI as subjectively useful (utility: 8.1 [SD=2.1] and 7.8 [SD=2.0], respectively) and not burdensome (burden: 0.8 [SD=1.8]). The intervention led to significant, medium- to large-sized improvements in self-care ( d=0.77), diet ( d=0.99), and activity ( d=0.61) but minimal change in psychological outcomes. Conclusions: The TMI was feasible and well-accepted, and it led to promising improvements in adherence-related outcomes. These findings should be confirmed in a larger randomized controlled trial.

2018 ◽  
Vol 6 ◽  
pp. 205031211881439
Author(s):  
Novita Intan Arovah ◽  
Bernadeta Margareta Wara Kushartanti ◽  
Tracy L Washington ◽  
Kristiann C Heesch

Objectives: This pilot study aimed to examine the feasibility and effectiveness of a pedometer-based walking programme in Indonesian type 2 diabetes mellitus patients. Methods: Feasibility was assessed by monitoring participant recruitment, retention, and adherence to the step-monitoring and recording instructions. Effectiveness was assessed in a pilot randomised controlled trial. Participants were type 2 diabetes mellitus patients randomly assigned to a pedometer-only (PED-only) group (n = 22) and a pedometer with text message support (PED+) group (n = 21). Outcomes were step counts, self-reported physical activity, social cognitive constructs, glycaemic parameters, and health-related quality of life. These were assessed at baseline, 12-week intervention, and 12 weeks later. Longitudinal analyses using generalised estimating equations were carried out to assess treatment and time effects on study outcomes. Results: All but one participant (98%) attended 12- and 24-week data collection follow-ups. Throughout the study period, 82% of PED+ participants submitted their daily steps log. Daily steps increased in both groups (p < 0.001) but more in the PED+ group (2064 more steps at week 24, 95% confidence interval: 200–3925, p = 0.03). Self-reported physical activity levels and glycaemic parameters increased similarly in the two groups over time (p < 0.05). Improvements in social cognitive processes were seen only in the PED+ group (p < 0.05). There were no significant improvements in health-related quality of life. Conclusion: This study provides preliminary evidence that a pedometer-based walking programme, with or without additional support, is feasible and improves physical activity and glucose levels in Indonesian type 2 diabetes mellitus patients. Greater increases in step counts can result from the provision of text message support and education materials than from the provision of a pedometer only.


Nutrients ◽  
2019 ◽  
Vol 11 (6) ◽  
pp. 1314 ◽  
Author(s):  
Martha J. Nepper ◽  
Jennifer R. McAtee ◽  
Lorey Wheeler ◽  
Weiwen Chai

This study examines the effects of educational text messages on diabetes self-care activities, cardiovascular disease (CVD) risk awareness, and home food availabilities related to food choices among patients with type 2 diabetes. Quasi-experimental design was used with 40 patients (58.0 ± 10.6 years) in the intervention group and 39 (55.7 ± 12.2 years) in the control group. In addition to the usual care provided for all participants, the intervention group received three educational text messages weekly for 12 weeks. Pre- and post-intervention measures were collected for both groups. Ninety-four percent of the participants receiving text messages indicated the usefulness of this program. The intervention group either maintained the same level or demonstrated small improvements in diabetes self-care activities after the intervention. Significant increases in scores of CVD risk awareness (57% increase; p = 0.04) and availabilities of fresh fruits (320% increase; p = 0.01) and fresh vegetables (250% increase; p = 0.02) in the home and weekly total (16% increase; p = 0.02) and moderate/vigorous (80% increase; p = 0.006) physical activity levels were observed for the intervention group relative to the control group. The pilot results suggest the feasibility and usefulness of the text message program for diabetes education. The study is registered with Clinical Trials.gov (NCT03039569).


2018 ◽  
Author(s):  
Xue Mei Wang ◽  
Dan Liu ◽  
Mao Lin Du ◽  
Rui Qi Hao ◽  
Hui Qiu Zheng ◽  
...  

BACKGROUND Nonadherence to self-management is common among patients with type 2 diabetes (T2D) and often leads to severe complications. Short messages service (SMS) technology provides a practical medium for delivering content to address patients’ barriers to adherence. OBJECTIVE The aim of this study was to design a series of SMS intervention templates, and to evaluate the feasibility of the SMS through a short message quality evaluation questionnaire and to explore the intervention effect. METHODS 1. The SMS evaluation was assessed through the 10-point scale SMS Quality Assessment Questionnaire. 2. A randomized controlled trial was conducted. The patients in SMS intervention were randomly divided into intervention group (IG) and control group (CG), which received evaluated messages education and regular education, respectively. The intervention was divided into four phases, a telephone interview was conducted to evaluate the effectiveness of the intervention after each phase. The main outcome were changes in blood glucose and blood pressure (BP) and their control rates, and secondary outcomes were changes in diet, physical activity, weight control and other health-related behaviors. RESULTS 1. SMS design: 42 SMS text messages were designed to promote healthy behaviors in different stages of behavior change, covering four key domains: healthy knowledge, diet, physical activity, living habits and weight control. 2. SMS evaluation: The average score for healthy knowledge, diet, physical activity, living habits, weight control were 8.0 (SD 0.7), 8.5 (SD 0.6), 7.9 (SD 1.0), 8.0 (SD 0.7), and 8.4 (SD 0.9), respectively. 3. SMS intervention: A total of 146 people completed the four-phase intervention, including 72 in the CG and 74 in the IG. At the end of the intervention period, in the IG, the decrease in fasting blood glucose (FBG, mean 1.5mg/l [SD 3.0] vs 0.4 mg/l [SD 2.8], P=0.011), postprandial blood glucose (PBG, mean 5.8mg/l [SD 5.1] vs 4.2 mg/l [SD 4.7], P=0.028), systolic blood pressure (SBP, mean 9.1mmHg [SD 15.8] vs 2.2mmHg [SD 13.3], P=0.025), FBG control rate (45.9% vs 31.0%, P=0.046) and PBG control rate (57.8% vs 33.7%, P=0.002) were better than the CG. In self-behavior management, the changes of the weight control, diet and physical activity in the IG were better than those in the CG, and the average score of the IG was greater than that of the CG (1.1 vs [-0.3] ), P0.001). CONCLUSIONS The overall quality of SMS content is higher to meet the needs of patients; Diet, physical activity and weight control message need to be focused on push. SMS interventions contribute to the management of blood glucose and BP, and help to promote a series of healthy-related behaviors.


Author(s):  
K. Wernicke ◽  
J. Grischke ◽  
M. Stiesch ◽  
S. Zeissler ◽  
K. Krüger ◽  
...  

Abstract Objectives The aim was to investigate the effect of physical activity on periodontal health and HbA1c levels in patients with type 2 diabetes mellitus (T2DM) over a period of 6 months. Materials and methods Thirty-seven patients with non-insulin-dependent T2DM were included in the study. The intervention group (n=20) performed physical activity over a period of 6 months. The control group (n=17) did not receive any intervention. Baseline and final examinations included dental parameters and concentrations of glycosylated hemoglobin (HbA1c) and high-sensitivity C-reactive protein (hsCRP). Results Physical activity showed a positive effect on periodontal health. Both the BOP (p= 0.005) and the severity of periodontitis (p= 0.001) were significantly reduced in the intervention group compared to the control group. Furthermore, HbA1c levels were reduced (p= 0.010) significantly in the intervention group while hsCRP levels significantly increased in the control group (p= 0.04). Conclusions Within the limitations of this randomized, controlled trial, physical activity over a period of 6 months is a health-promoting measure for patients with T2DM and improves both periodontal health and HbA1c concentrations.


2021 ◽  
Author(s):  
◽  
Julio Cesar Loya

Limited information is available regarding culturally-tailored physical activity (PA) interventions for Hispanic adults with type 2 diabetes mellitus (T2DM). A community-partnered approach was used to examine a novel culturally-tailored PA intervention using a pre-post, no control group design. The intervention consisted of six weekly 45-minute sessions for participants to engage in PA led by the researcher. A total of 21 individuals participated in the study. The typical participant was a 53-year-old female (90 percent) Hispanic adult living with T2DM with low acculturation. On average, before the intervention, the participants walked 10,285 (sd 14,779) steps per week with 43.4 (sd 68.1) minutes of PA per week. Despite implementation during the COVID-19 pandemic, the intervention was feasible and acceptable, and 19 (90.5 percent) participants attended all intervention sessions. There were significant increases in steps per week (p=0.007; d=1.03) and minutes of PA per week (p=0.000; d=1.62). Findings suggest that Salud Paso por Paso has promise as a strategy to enhance PA behaviors in the priority population. A randomized, controlled trial with a larger study sample is warranted to examine efficacy and impact on the diabetes health outcomes of Hispanic adults with T2DM.


2000 ◽  
Vol 26 (5) ◽  
pp. 796-805 ◽  
Author(s):  
Thomas C. Keyserllng ◽  
Alice S. Ammerman ◽  
Carmen D. Samuel-Hodge ◽  
Allyson F. Ingram ◽  
Anne H. Skelly ◽  
...  

PURPOSE this paper describes a clinic and community-based diabetes intervention program designed to improve dietary, physical activity, and self-care behaviors of older African American women with type 2 diabetes. It also describes the study to evaluate this program and baseline characteristics of participants. METHODS The New Leaf... Choices for Healthy Living With Diabetes program consists of 4 clinic-based health counselor visits, a community intervention with 12 monthly phone calls from peer counselors, and 3 group sessions. A randomized, controlled trial to evaluate the effectiveness of this intervention is described. RESULTS Seventeen focus groups of African American women were used to assessed the cultural relevance/acceptability of the intervention and measurement instruments. For the randomized trial, 200 African American women with type 2 diabetes were recruited from 7 practices in central North Carolina. Mean age was 59, mean diabetes duration was 10 years, and participants were markedly overweight and physically inactive. CONCLUSIONS Participants found this program to be culturally relevant and acceptable. Its effects on diet, physical activity, and self-care behaviors will be assessed in a randomized trial.


2021 ◽  
Author(s):  
Lucija Gosak ◽  
Majda Pajnkihar ◽  
Gregor Štiglic

BACKGROUND Chronic diseases are an important public health issue worldwide and affect an individual's quality of life. Due to the alarming rise in type 2 diabetes, healthcare, which was previously largely focused primarily on diagnosis and treatment of the disease, is increasingly focused on prevention and self-care. Patients who adhere to a constant and strict treatment regimen (physical activity, diet, medication) and regularly monitor their health, maintain self-care and health, prevent exacerbation of the disease and prevent complications of diabetes (retinopathy, diabetic feet). Many innovative devices that have become increasingly present in patient health care in recent years, such as mobile applications, are available to patients to maintain consistency in monitoring their health status. Mobile applications make it easier for individuals to monitor their self-care, monitor illness, and make it easier to follow instructions regarding disease control. OBJECTIVE The study aim is to determine the impact of mobile application use on self-care in patients with type 2 diabetes. The aim of the study is also to evaluate and test the usefulness of the forDiabetes application as a tool to improve the self-care of individuals with type 2 diabetes. METHODS We will perform a double-blind randomized controlled trial. The study will include individuals over the age of 18 who have been diagnosed and have regulated type 2 diabetes, who have already received oral treatment and are being treated in family medicine practice. Also, individuals included in the study should not have any acute complications due to the consequences of type 2 diabetes. During the study, they should be able to use an Android or iOS mobile phone and a blood glucose meter. With the help of simple randomization, individuals will be divided into an intervention and a control group. Individuals in the intervention group will use the forDiabetes mobile app to monitor their self-care for type 2 diabetes. Individuals in the control group will not receive a special intervention. Data will be collected using the “Self-care of Diabetes Inventory” questionnaire and a “Brief Illness Perception Questionnaire”. Blood sugar, blood pressure, HbA1c, and weight measurements will be monitored using the calibrated instruments during the study by the nurses employed in family medicine practice. Data will be collected at the beginning of the study and after the patient visit to the family medicine practice. RESULTS The expected results as a result of using the mobile application forDiabetes are the impact on the level of self-care, the impact on the perception of the disease, blood sugar levels, blood pressure, HbA1c, and the measured body weight of the patient. CONCLUSIONS The research contributes to greater visibility and usability of mobile applications for self-care of patients with type 2 diabetes and makes aware of the possible use of innovative methods. CLINICALTRIAL NCT04999189


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