Literature DB >> 33544081

Effectiveness of the Family Portal Function on the Lilly Connected Care Program (LCCP) for Patients With Type 2 Diabetes: Retrospective Cohort Study With Propensity Score Matching.

Xia Li1, Zhiguang Zhou1, Yiyu Zhang1,2, Chaoyuan Liu3, Shuoming Luo1, Jin Huang1, Yuxin Yang4, Xiao Ma4.   

Abstract

BACKGROUND: Diabetes is a major health concern worldwide. Family member engagement in diabetes self-management education programs can improve patients' diabetes management. However, there is limited evidence that the family portal on diabetes management apps is effective in the glycemic control of patients with diabetes.
OBJECTIVE: We aimed to evaluate the effectiveness of family support through the family portal function on Lilly Connected Care Program (LCCP) platform.
METHODS: This retrospective cohort study included patients with type 2 diabetes recruited to the LCCP platform from September 1, 2018, to August 31, 2019. Propensity score matching was used to match family (group A) and non-family (group B) portal use groups with similar baseline characteristics. The patients were followed up with for 12 weeks. The main objectives were differences in mean fasting blood glucose, proportion of patients achieving fasting blood glucose target <7mmol/L, mean postprandial blood glucose, proportion of patients achieving postprandial blood glucose target <10mmol/L, proportion of patients achieving both fasting blood glucose <7mmol/L and postprandial blood glucose <10mmol/L, self-monitoring of blood glucose frequency at week 12 and the number of diabetes education courses patients completed during the 12 weeks. Moreover, logistic regression analysis was used to explore the baseline factors which may be associated with the use of family portal, and odds ratios with 95% confidence intervals were calculated.
RESULTS: A total of 6582 adult patients (aged ≥18 years) with type 2 diabetes who were receiving insulin therapy were enrolled in the study. Overall, 6.1% (402/6582) of the patients chose to engage their family members to use the family portal. Two groups of 394 patients were well-matched regarding baseline characteristics. After matching, mean fasting blood glucose and postprandial blood glucose at week 12 were significantly lower in group A than in group B (fasting blood glucose: 7.12 mmol/L, SD 1.70 vs 7.42 mmol/L, SD 1.88, respectively, P=.02; postprandial blood glucose: 8.56 mmol/L, SD 2.51 vs 9.10 mmol/L, SD 2.69, respectively, P=.002). When comparing group A to group B, the proportion of patients achieving both fasting blood glucose <7mmol and postprandial blood glucose <10mmol/L at week 12 (46.8% vs 39.4%, respectively, P=.04), self-monitoring of blood glucose frequency at week 12 (8.92 times per week, SD 6.77 vs 8.02 times per week, SD 5.97, respectively, P=.05) and number of diabetes education courses completed in 12 weeks (23.00, IQR9.00-38.00 vs 15.00, IQR 4.00-36.00, respectively, P<.001) was higher. Additionally, multivariate logistic regression analysis showed that higher age (OR=0.987, 95% CI 0.978-0.996, P=.006) and higher baseline fasting blood glucose (OR=0.914, 95% CI 0.859-0.972, P=.004) were correlated with less use of the family portal function, while increased baseline self-monitoring of blood glucose frequency (OR=1.022, 95% CI 1.012-1.032], P<.001) as well as increased education courses (OR=1.026, 95% CI 1.015-1.036, P<.001) were associated with more use of the family portal function.
CONCLUSIONS: Family support through the LCCP family portal is effective for glycemic control and self-management behavior improvement in type 2 diabetes patients. ©Yiyu Zhang, Chaoyuan Liu, Shuoming Luo, Jin Huang, Yuxin Yang, Xiao Ma, Xia Li, Zhiguang Zhou. Originally published in JMIR mHealth and uHealth (http://mhealth.jmir.org), 05.02.2021.

Entities:  

Keywords:  app; cohort; diabetes; diabetes management; diabetes mellitus; family support; mobile app; online portal; self-management; support

Year:  2021        PMID: 33544081      PMCID: PMC7895638          DOI: 10.2196/25122

Source DB:  PubMed          Journal:  JMIR Mhealth Uhealth        ISSN: 2291-5222            Impact factor:   4.773


  45 in total

1.  Effects of a Family-based Diabetes Intervention on Behavioral and Biological Outcomes for Mexican American Adults.

Authors:  Marylyn Morris McEwen; Alice Pasvogel; Carolyn Murdaugh; Joseph Hepworth
Journal:  Diabetes Educ       Date:  2017-04-27       Impact factor: 2.140

2.  Effect of family-oriented diabetes programs on glycemic control: A meta-analysis.

Authors:  Satoru Kodama; Sakiko Morikawa; Chika Horikawa; Dai Ishii; Kazuya Fujihara; Masahiko Yamamoto; Taeko Osawa; Masaru Kitazawa; Takaho Yamada; Kiminori Kato; Shiro Tanaka; Hirohito Sone
Journal:  Fam Pract       Date:  2019-07-31       Impact factor: 2.267

3.  Text messaging to engage friends/family in diabetes self-management support: acceptability and potential to address disparities.

Authors:  Lindsay S Mayberry; Erin M Bergner; Kryseana J Harper; Simone Laing; Cynthia A Berg
Journal:  J Am Med Inform Assoc       Date:  2019-10-01       Impact factor: 4.497

4.  Integrating support persons into diabetes telemonitoring to improve self-management and medication adherence.

Authors:  James E Aikens; Ranak Trivedi; David C Aron; John D Piette
Journal:  J Gen Intern Med       Date:  2014-11-25       Impact factor: 5.128

5.  System Accuracy Evaluation of Different Blood Glucose Monitoring Systems Following ISO 15197:2013 by Using Two Different Comparison Methods.

Authors:  Guido Freckmann; Manuela Link; Christina Schmid; Stefan Pleus; Annette Baumstark; Cornelia Haug
Journal:  Diabetes Technol Ther       Date:  2015-06-25       Impact factor: 6.118

6.  Perceived impact of caregiver's participation in diabetes education classes on implementation of self-care behaviors.

Authors:  Madeline Moses; Nicole L Olenik
Journal:  J Am Pharm Assoc (2003)       Date:  2019-07-03

Review 7.  The role of education in type 2 diabetes treatment.

Authors:  Natalia Świątoniowska; Kathie Sarzyńska; Anna Szymańska-Chabowska; Beata Jankowska-Polańska
Journal:  Diabetes Res Clin Pract       Date:  2019-05-04       Impact factor: 5.602

8.  Association Between Diabetes and Cause-Specific Mortality in Rural and Urban Areas of China.

Authors:  Fiona Bragg; Michael V Holmes; Andri Iona; Yu Guo; Huaidong Du; Yiping Chen; Zheng Bian; Ling Yang; William Herrington; Derrick Bennett; Iain Turnbull; Yongmei Liu; Shixian Feng; Junshi Chen; Robert Clarke; Rory Collins; Richard Peto; Liming Li; Zhengming Chen
Journal:  JAMA       Date:  2017-01-17       Impact factor: 56.272

Review 9.  App Features for Type 1 Diabetes Support and Patient Empowerment: Systematic Literature Review and Benchmark Comparison.

Authors:  Antonio Martinez-Millana; Elena Jarones; Carlos Fernandez-Llatas; Gunnar Hartvigsen; Vicente Traver
Journal:  JMIR Mhealth Uhealth       Date:  2018-11-21       Impact factor: 4.773

10.  A Comparison of Functional Features in Chinese and US Mobile Apps for Diabetes Self-Management: A Systematic Search in App Stores and Content Analysis.

Authors:  Yuan Wu; Yiling Zhou; Xuan Wang; Qi Zhang; Xun Yao; Xiaodan Li; Jianshu Li; Haoming Tian; Sheyu Li
Journal:  JMIR Mhealth Uhealth       Date:  2019-08-28       Impact factor: 4.773

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.