1
|
Mayberry LS, Nelson LA, Bergner EM, Raymond JK, Tanenbaum ML, Jaser SS, Wiebe DJ, Allen N, Berg CA, Naranjo D, Litchman M, Ollinger L, Hood K. Time for a Reframe: Shifting Focus From Continuous Glucose Monitor Uptake to Sustainable Use to Optimize Outcomes. J Diabetes Sci Technol 2024:19322968241268560. [PMID: 39143688 DOI: 10.1177/19322968241268560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
Continuous glucose monitors (CGMs) improve glycemic outcomes and quality of life for many people with diabetes. Research and clinical practice efforts have focused on CGM initiation and uptake. There is limited understanding of how to sustain CGM use to realize these benefits and limited consideration for different reasons/goals for CGM use. Therefore, we apply the Information-Motivation-Behavioral Skills (IMB) model as an organizing framework to advance understanding of CGM use as a complex, ongoing self-management behavior. We present a person-centered, dynamic perspective with the central thesis that IMB predictors of optimal CGM use vary based on the CGM use goal of the person with diabetes. This reframe emphasizes the importance of identifying and articulating each person's goal for CGM use to inform education and support.
Collapse
Affiliation(s)
- Lindsay S Mayberry
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Health Behavior and Health Education, Vanderbilt Institute of Medicine and Public Health, Nashville, TN, USA
| | - Lyndsay A Nelson
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Health Behavior and Health Education, Vanderbilt Institute of Medicine and Public Health, Nashville, TN, USA
| | - Erin M Bergner
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Health Behavior and Health Education, Vanderbilt Institute of Medicine and Public Health, Nashville, TN, USA
| | - Jennifer K Raymond
- Keck School of Medicine, University of Southern California, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Molly L Tanenbaum
- Division of Endocrinology, Gerontology, and Metabolism, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford, CA, USA
| | - Sarah S Jaser
- Center for Health Behavior and Health Education, Vanderbilt Institute of Medicine and Public Health, Nashville, TN, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Deborah J Wiebe
- Psychological Sciences and the Health Sciences Research Institute, University of California, Merced, Merced, CA, USA
| | - Nancy Allen
- College of Nursing, The University of Utah, Salt Lake City, UT, USA
| | - Cynthia A Berg
- Department of Psychology, The University of Utah, Salt Lake City, UT, USA
| | - Diana Naranjo
- Stanford Diabetes Research Center, Stanford, CA, USA
- Division of Endocrinology and Diabetes, Department of Pediatrics and Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Logan Ollinger
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Korey Hood
- Stanford Diabetes Research Center, Stanford, CA, USA
- Division of Endocrinology and Diabetes, Department of Pediatrics and Medicine, Stanford University School of Medicine, Stanford, CA, USA
| |
Collapse
|
2
|
Baines R, Stevens S, Austin D, Anil K, Bradwell H, Cooper L, Maramba ID, Chatterjee A, Leigh S. Patient and Public Willingness to Share Personal Health Data for Third-Party or Secondary Uses: Systematic Review. J Med Internet Res 2024; 26:e50421. [PMID: 38441944 PMCID: PMC10951832 DOI: 10.2196/50421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 12/01/2023] [Accepted: 12/18/2023] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND International advances in information communication, eHealth, and other digital health technologies have led to significant expansions in the collection and analysis of personal health data. However, following a series of high-profile data sharing scandals and the emergence of COVID-19, critical exploration of public willingness to share personal health data remains limited, particularly for third-party or secondary uses. OBJECTIVE This systematic review aims to explore factors that affect public willingness to share personal health data for third-party or secondary uses. METHODS A systematic search of 6 databases (MEDLINE, Embase, PsycINFO, CINAHL, Scopus, and SocINDEX) was conducted with review findings analyzed using inductive-thematic analysis and synthesized using a narrative approach. RESULTS Of the 13,949 papers identified, 135 were included. Factors most commonly identified as a barrier to data sharing from a public perspective included data privacy, security, and management concerns. Other factors found to influence willingness to share personal health data included the type of data being collected (ie, perceived sensitivity); the type of user requesting their data to be shared, including their perceived motivation, profit prioritization, and ability to directly impact patient care; trust in the data user, as well as in associated processes, often established through individual choice and control over what data are shared with whom, when, and for how long, supported by appropriate models of dynamic consent; the presence of a feedback loop; and clearly articulated benefits or issue relevance including valued incentivization and compensation at both an individual and collective or societal level. CONCLUSIONS There is general, yet conditional public support for sharing personal health data for third-party or secondary use. Clarity, transparency, and individual control over who has access to what data, when, and for how long are widely regarded as essential prerequisites for public data sharing support. Individual levels of control and choice need to operate within the auspices of assured data privacy and security processes, underpinned by dynamic and responsive models of consent that prioritize individual or collective benefits over and above commercial gain. Failure to understand, design, and refine data sharing approaches in response to changeable patient preferences will only jeopardize the tangible benefits of data sharing practices being fully realized.
Collapse
Affiliation(s)
- Rebecca Baines
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | - Sebastian Stevens
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- Prometheus Health Technologies Ltd, Newquay, United Kingdom
| | - Daniela Austin
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | | | - Hannah Bradwell
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | - Leonie Cooper
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | | | - Arunangsu Chatterjee
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- School of Medicine, University of Leeds, Leeds, United Kingdom
| | - Simon Leigh
- Prometheus Health Technologies Ltd, Newquay, United Kingdom
- Warwick Medical School, University of Warwick, Conventry, United Kingdom
| |
Collapse
|
3
|
Sarteau AC, Muthukkumar R, Smith C, Busby-Whitehead J, Lich KH, Pratley RE, Thambuluru S, Weinstein J, Weinstock RS, Young LA, Kahkoska AR. Supporting the 'lived expertise' of older adults with type 1 diabetes: An applied focus group analysis to characterize barriers, facilitators, and strategies for self-management in a growing and understudied population. Diabet Med 2024; 41:e15156. [PMID: 37278610 PMCID: PMC11002954 DOI: 10.1111/dme.15156] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 05/11/2023] [Accepted: 05/24/2023] [Indexed: 06/07/2023]
Abstract
INTRODUCTION There is a growing number of older adults (≥65 years) who live with type 1 diabetes. We qualitatively explored experiences and perspectives regarding type 1 diabetes self-management and treatment decisions among older adults, focusing on adopting care advances such as continuous glucose monitoring (CGM). METHODS Among a clinic-based sample of older adults ≥65 years with type 1 diabetes, we conducted a series of literature and expert informed focus groups with structured discussion activities. Groups were transcribed followed by inductive coding, theme identification, and inference verification. Medical records and surveys added clinical information. RESULTS Twenty nine older adults (age 73.4 ± 4.5 years; 86% CGM users) and four caregivers (age 73.3 ± 2.9 years) participated. Participants were 58% female and 82% non-Hispanic White. Analysis revealed themes related to attitudes, behaviours, and experiences, as well as interpersonal and contextual factors that shape self-management and outcomes. These factors and their interactions drive variability in diabetes outcomes and optimal treatment strategies between individuals as well as within individuals over time (i.e. with ageing). Participants proposed strategies to address these factors: regular, holistic needs assessments to match people with effective self-care approaches and adapt them over the lifespan; longitudinal support (e.g., education, tactical help, sharing and validating experiences); tailored education and skills training; and leveraging of caregivers, family, and peers as resources. CONCLUSIONS Our study of what influences self-management decisions and technology adoption among older adults with type 1 diabetes underscores the importance of ongoing assessments to address dynamic age-specific needs, as well as individualized multi-faceted support that integrates peers and caregivers.
Collapse
Affiliation(s)
| | - Rashmi Muthukkumar
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Cambray Smith
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Jan Busby-Whitehead
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
- UNC Center for Aging and Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Kristen Hassmiller Lich
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | | | - Sirisha Thambuluru
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Joshua Weinstein
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | | | - Laura A. Young
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Anna R. Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
- UNC Center for Aging and Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| |
Collapse
|
4
|
Natale P, Chen S, Chow CK, Cheung NW, Martinez‐Martin D, Caillaud C, Scholes‐Robertson N, Kelly A, Craig JC, Strippoli G, Jaure A. Patient experiences of continuous glucose monitoring and sensor-augmented insulin pump therapy for diabetes: A systematic review of qualitative studies. J Diabetes 2023; 15:1048-1069. [PMID: 37551735 PMCID: PMC10755613 DOI: 10.1111/1753-0407.13454] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 05/31/2023] [Accepted: 07/22/2023] [Indexed: 08/09/2023] Open
Abstract
AIMS Blood glucose control is central to the management of diabetes, and continuous glucose monitoring (CGM) improves glycemic control. We aimed to describe the perspectives of people with diabetes using CGM. MATERIALS AND METHODS We performed a systematic review of qualitative studies. RESULTS Fifty-four studies involving 1845 participants were included. Six themes were identified: gaining control and convenience (reducing pain and time, safeguarding against complications, achieving stricter glucose levels, and sharing responsibility with family); motivating self-management (fostering ownership, and increasing awareness of glycemic control); providing reassurance and freedom (attaining peace of mind, and restoring social participation); developing confidence (encouraged by the endorsement of others, gaining operational skills, customizing settings for ease of use, and trust in the device); burdened with device complexities (bewildered by unfamiliar technology, reluctant to rely on algorithms, overwhelmed by data, frustrated with malfunctioning and inaccuracy, distressed by alerts, and bulkiness of machines interfering with lifestyle); and excluded by barriers to access (constrained by cost, lack of suppliers). CONCLUSIONS CGM can improve self-management and confidence in patients managing diabetes. However, the technical issues, uncertainty in readings, and cost may limit the uptake. Education and training from the health professionals may help to reduce the practical and psychological burden for better patient outcomes.
Collapse
Affiliation(s)
- Patrizia Natale
- Sydney School of Public HealthThe University of SydneySydneyAustralia
- Department of Precision and Regenerative Medicine and Ionian Area (DIMEPRE‐J)University of Bari Aldo MoroBariItaly
- Nephrology, Dialysis and Transplantation Unit, Department of Medical and Surgical SciencesUniversity of FoggiaFoggiaItaly
| | - Sharon Chen
- Sydney School of Public HealthThe University of SydneySydneyAustralia
- Centre for Kidney ResearchThe Children's Hospital at WestmeadSydneyAustralia
| | - Clara K. Chow
- Westmead Applied Research CentreWestmead HospitalSydneyAustralia
- Sydney Medical SchoolThe University of SydneySydneyAustralia
| | - Ngai Wah Cheung
- Westmead Applied Research CentreWestmead HospitalSydneyAustralia
- Sydney Medical SchoolThe University of SydneySydneyAustralia
- Westmead Clinical SchoolWestmead HospitalSydneyAustralia
| | - David Martinez‐Martin
- The University of Sydney Nano Institute (Sydney Nano)The University of SydneySydneyAustralia
- School of Biomedical EngineeringThe University of SydneySydneyAustralia
| | - Corinne Caillaud
- Charles Perkins CentreThe University of SydneySydneyAustralia
- School of Medical SciencesThe University of SydneySydneyAustralia
| | - Nicole Scholes‐Robertson
- Sydney School of Public HealthThe University of SydneySydneyAustralia
- Centre for Kidney ResearchThe Children's Hospital at WestmeadSydneyAustralia
| | - Ayano Kelly
- Centre for Kidney ResearchThe Children's Hospital at WestmeadSydneyAustralia
- School of Health and Medicine, South Western Sydney CampusUniversity of New South WalesSydneyAustralia
- Rheumatology DepartmentLiverpool HospitalSydneyAustralia
- Ingham Institute of Applied Medical ResearchSydneyAustralia
| | - Jonathan C. Craig
- College of Medicine and Public HealthFlinders UniversityAdelaideAustralia
| | - Giovanni Strippoli
- Sydney School of Public HealthThe University of SydneySydneyAustralia
- Department of Precision and Regenerative Medicine and Ionian Area (DIMEPRE‐J)University of Bari Aldo MoroBariItaly
| | - Allison Jaure
- Sydney School of Public HealthThe University of SydneySydneyAustralia
- Centre for Kidney ResearchThe Children's Hospital at WestmeadSydneyAustralia
| |
Collapse
|
5
|
Allen NA, Grigorian EG, Mansfield K, Berg CA, Litchman ML. Continuous glucose monitoring with data sharing in older adults: A qualitative study. J Clin Nurs 2023; 32:7483-7494. [PMID: 37345621 DOI: 10.1111/jocn.16808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 06/03/2023] [Accepted: 06/08/2023] [Indexed: 06/23/2023]
Abstract
AIMS This study examined the perceptions of the SHARE plus intervention and its effects on communication, collaboration, and involvement in day-to-day diabetes management in older adults with Type 1 diabetes (T1D) and their care partners. BACKGROUND The SHARE plus intervention includes continuous glucose monitoring with a data sharing app that allows care partners to view glucose data on a smartphone and receive alerts. People with T1D and their care partners are educated about communication strategies, problem-solving strategies, and action planning when using glucose data sharing. DESIGN Qualitative descriptive design. METHODS Older adults with T1D wore a continuous glucose monitor for 3 months (n = 10). Care partners (n = 10) used a data-sharing app. The SHARE plus intervention consisted of one 90-min education session. Semi-structured interviews were conducted across 10 dyads (person with diabetes and care partner) following the 12-week study. A qualitative description and a constant comparison approach were used to examine similarities and differences in experiences. Interviews were transcribed, coded, and analysed for common themes. The manuscript adheres to COREQ EQUATOR checklist. RESULTS The SHARE plus intervention increased diabetes knowledge across the dyads, improving confidence and helping partners understand how to navigate symptoms and behaviours and when to intervene. Dyads worked together to optimise diabetes management through improved communication, collaboration, and management of disagreements. Although the majority of persons with diabetes and their care partners reported no conflictual communication, disagreements about diabetes management remained in some dyads. The SHARE plus intervention impacted care partners in various ways from a psychological perspective. While live-in-care partners felt peace of mind, care partners living away from persons with diabetes had some increased worry and concern. CONCLUSION The SHARE plus intervention results can help guide future development of diabetes dyadic care and education interventions using diabetes technology. RELEVANCE TO CLINICAL PRACTICE The SHARE plus intervention is a brief, practical intervention that can help diabetes clinicians improve communication and collaboration among spouses living with older adults with T1D who use continuous glucose monitoring with data sharing. PATIENT CONTRIBUTION A person with diabetes was part of the research team and assisted with design of the intervention and subsequent interviews and analysis.
Collapse
Affiliation(s)
- Nancy A Allen
- University of Utah, College of Nursing, Salt Lake, Utah, USA
| | | | - Kelly Mansfield
- University of Utah, College of Nursing, Salt Lake, Utah, USA
| | - Cynthia A Berg
- Department of Psychology, University of Utah, Salt Lake, Utah, USA
| | - Michelle L Litchman
- Utah Diabetes and Endocrinology Center, University of Utah, College of Nursing, Salt Lake, Utah, USA
| |
Collapse
|
6
|
Bristol AA, Litchman M, Berg C, Grigorian E, Small D, Glazener A, Jones C, Allen NA. Using Continuous Glucose Monitoring and Data Sharing to Encourage Collaboration Among Older Adults With Type 1 Diabetes and Their Care Partners: Qualitative Descriptive Study. JMIR Nurs 2023; 6:e46627. [PMID: 37494110 PMCID: PMC10413231 DOI: 10.2196/46627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND Persons with diabetes use continuous glucose monitoring (CGM) to self-manage their diabetes. Care partners (CPs) frequently become involved in supporting persons with diabetes in the management of their diabetes. However, persons with diabetes and CP dyads may require more communication and problem-solving skills regarding how to share and respond to CGM data. OBJECTIVE The purpose of this study was to describe the experiences of persons with diabetes and CPs who participated in the Share "plus" intervention, which addresses dyadic communication strategies, problem-solving, and action planning to promote sharing of CGM data among the dyad. METHODS Ten dyads participated in the Share "plus" telehealth intervention. Participants were interviewed during and after the Share "plus" intervention. Thematic analysis was used to analyze interview data. RESULTS During postsession interviews, dyads described feeling a sense of shared responsibility yet viewed the persons with diabetes as ultimately responsible for the disease. Additionally, dyads shared that communication patterns improved and were able to recognize the negative aspects of previously established communication patterns. Dyads reported communication focused on hypoglycemia episodes while also differing in the frequency they reviewed CGM data and set alerts. Overall, dyads expressed positive reactions to the Share "plus" intervention. CONCLUSIONS Share "plus" was helpful in promoting positive CGM-related communication among dyads and encouraged more CP support. CPs play an important role in supporting older adults with type 1 diabetes. Communication strategies help support dyad involvement in CGM data sharing and self-management among persons with diabetes.
Collapse
Affiliation(s)
- Alycia A Bristol
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Michelle Litchman
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Cynthia Berg
- College of Social and Behavioral Science, University of Utah, Salt Lake City, UT, United States
| | - Ernest Grigorian
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Denise Small
- College of Pharmacy, Roseman University, South Jordan, UT, United States
| | - Ashley Glazener
- College of Pharmacy, Roseman University, South Jordan, UT, United States
| | - Christopher Jones
- Cottonwood Medical Clinic Endocrine and Diabetes, Intermountain Healthcare, Murray, UT, United States
| | - Nancy A Allen
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| |
Collapse
|
7
|
Acciaroli G, Parkin CG, Thomas R, Layne J, Norman GJ, Leone K. G6 continuous glucose monitoring system feature use and its associations with glycaemia in Europe. Diabet Med 2023; 40:e15093. [PMID: 36951684 DOI: 10.1111/dme.15093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 03/17/2023] [Accepted: 03/21/2023] [Indexed: 03/24/2023]
Abstract
AIMS Current continuous glucose monitoring (CGM) devices provide features that alert individuals with diabetes about their current and impending adverse glycaemic events. The use of these features has been associated with glycaemic improvements. However, how these features are utilised under real-world conditions has not been well studied. We queried a large database to quantify utilisation of the Dexcom G6 system features and how utilisation impacted glycaemic outcomes within a cohort of European users. METHODS This 6-month retrospective, observational, large database analysis utilised anonymised data from a sample of 47,784 Europe-based G6 users. Primary outcome measures were associations between utilisation and customisation of High/Low threshold alerts, 'urgent low soon' (ULS) alert, and established CGM metrics. RESULTS Users in the Germany, Austria, Switzerland region (n = 20,257), the Nordic countries (n = 10,314), United Kingdom (n = 9006), Italy (n = 4747), France (n = 2130) and Spain (1330) were included. All alert features were utilised by >75% of the cohort across all regions/countries and age groups. Enabling the Low alert and ULS alert was associated with lower percentage of time below range compared to disabling the Low alert (p < 0.001). Enabling the High alert was associated with higher percentage of time in range (%TIR) and lower percentage of time above range (%TAR) %TAR compared to disabling the High alert (p < 0.001). Paediatric patients and older adults tended to set a higher threshold for High/Low alerts, while younger adults tended to use lower threshold values for High/Low alerts. CONCLUSIONS Individuals who utilised the Dexcom G6 features showed better glycaemic control, particularly among those who utilised more sensitive High alert and Low alert settings, than users who did not utilise the system features.
Collapse
Affiliation(s)
- Giada Acciaroli
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Christopher G Parkin
- CGParkin Communications, 2675 Windmill Pkwy, Ste.2721, Henderson, Nevada, 89074, USA
| | - Roy Thomas
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Jennifer Layne
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Gregory J Norman
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Keri Leone
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| |
Collapse
|
8
|
Liberman A, Barnard-Kelly K. Diabetes Technology and the Human Factor. Diabetes Technol Ther 2023; 25:S191-S200. [PMID: 36802189 DOI: 10.1089/dia.2023.2512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Affiliation(s)
- Alon Liberman
- Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
| | | |
Collapse
|
9
|
Hart RI, Kimbell B, Rankin D, Allen JM, Boughton CK, Campbell F, de Beaufort C, Fröhlich‐Reiterer E, Ware J, Hofer SE, Kapellen TM, Rami‐Merhar B, Thankamony A, Hovorka R, Lawton J. Parents' experiences of using remote monitoring technology to manage type 1 diabetes in very young children during a clinical trial: Qualitative study. Diabet Med 2022; 39:e14828. [PMID: 35274356 PMCID: PMC9311187 DOI: 10.1111/dme.14828] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 03/08/2022] [Indexed: 11/30/2022]
Abstract
AIMS To explore parents' experiences of using remote monitoring technology when caring for a very young child with type 1 diabetes during a clinical trial. METHODS Interviews were conducted with parents of 30 children (aged 1-7 years) participating in a trial (the KidsAP02 study) comparing hybrid closed-loop insulin delivery with sensor-augmented pump therapy. In both arms, parents had access to remote monitoring technology. Data analysis focused on identification of descriptive themes. RESULTS Remote monitoring technology gave parents improved access to data which helped them pre-empt and manage glucose excursions. Parents observed how, when children were in their own care, they could be more absent while present, as their attention could shift to non-diabetes-related activities. Conversely, when children were others' care, remote monitoring enabled parents to be present while absent, by facilitating oversight and collaboration with caregivers. Parents described how remote monitoring made them feel more confident allowing others to care for their children. Parents' confidence increased when using a hybrid closed-loop system, as less work was required to keep glucose in range. Benefits to children were also highlighted, including being able to play and sleep uninterrupted and attend parties and sleepovers without their parents. While most parents welcomed the increased sense of control remote monitoring offered, some noted downsides, such as lack of respite from caregiving responsibilities. CONCLUSIONS Remote monitoring can offer manifold benefits to both parents and very young children with type 1 diabetes. Some parents, however, may profit from opportunities to take 'time out'.
Collapse
Affiliation(s)
- Ruth I. Hart
- Usher InstituteUniversity of EdinburghEdinburghUK
| | | | - David Rankin
- Usher InstituteUniversity of EdinburghEdinburghUK
| | - Janet M. Allen
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | | | - Fiona Campbell
- Department of Paediatric DiabetesLeeds Children's HospitalLeedsUK
| | - Carine de Beaufort
- Department of Pediatric Diabetes and EndocrinologyClinique PédiatriqueCentre HospitalierLuxembourg CityLuxembourg
- Department of Pediatric EndocrinologyUZ‐VUB Free University BrusselsBrusselsBelgium
| | | | - Julia Ware
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | - Sabine E. Hofer
- Department of Pediatrics IMedical University of InnsbruckInnsbruckAustria
| | - Thomas M. Kapellen
- Hospital for Children and AdolescentsUniversity of LeipzigLeipzigGermany
- Hospital for Children and Adolescents am Nicolausholz Bad KösenBad KösenGermany
| | - Birgit Rami‐Merhar
- Department of Pediatric and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Ajay Thankamony
- Department of PaediatricsUniversity of CambridgeCambridgeUK
- Children’s ServicesCambridge University Hospitals NHS Foundation TrustAddenbrooke’s HospitalCambridgeUK
| | - Roman Hovorka
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | - Julia Lawton
- Usher InstituteUniversity of EdinburghEdinburghUK
| | | |
Collapse
|
10
|
Mansfield KJ, Colicchio VD, Kauwe Tuitama AI, Tracy EL, Neuberger JD, Litchman ML. Care Partner Support Following a Diabetes Self-Management Education and Support Intervention. Sci Diabetes Self Manag Care 2022; 48:235-246. [PMID: 35658746 PMCID: PMC10120568 DOI: 10.1177/26350106221099872] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE The purpose of the study was to understand care partner (CP) perceptions of an interdisciplinary diabetes self-management education and support (DSMES) intervention and explore how the interdisciplinary DSMES intervention influences diabetes-specific day-to-day interactions from the CP's perspective. METHODS A multiple-methods research design comprised of an online survey including demographics and supportive behaviors and a semistructured interview was conducted. The survey was completed by 16 CPs. Of the 16 CPs, 11 participated in semistructured interviews. Survey data were analyzed using descriptive statistics. Thematic analysis of semistructured interviews was conducted. RESULTS CPs provided support in 3 primary areas: (1) meal planning and preparation (87.5%), (2) participating in physical activity (56.3%), and (3) assisting with technology (43.8%). The main themes described by CPs include (1) the importance of diabetes education for caregivers, including the information they retained from the program, the acquisition of tools to support the person with diabetes, and the desire for more and ongoing education; (2) diabetes education enhances the CP's ability to provide social support and the challenges associated with support; and (3) partners described collaborative diabetes management such as finding middle ground and making changes together. CONCLUSION CPs play a significant role in patient diabetes self-management by providing social support and partnership. DSMES programs should seek to include CPs to enhance patient support.
Collapse
Affiliation(s)
| | | | | | - Eunjin Lee Tracy
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Michelle L Litchman
- College of Nursing, University of Utah, Salt Lake City, Utah.,Utah Diabetes and Endocrinology Center, Salt Lake City, Utah
| |
Collapse
|
11
|
Marks BE, Williams KM, Sherwood JS, Putman MS. Practical aspects of diabetes technology use: Continuous glucose monitors, insulin pumps, and automated insulin delivery systems. J Clin Transl Endocrinol 2022; 27:100282. [PMID: 34917483 PMCID: PMC8666668 DOI: 10.1016/j.jcte.2021.100282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 11/01/2021] [Accepted: 11/27/2021] [Indexed: 02/06/2023] Open
Abstract
There have been tremendous advances in diabetes technology in the last decade. Continuous glucose monitors (CGM), insulin pumps, and automated insulin delivery (AID) systems aim to improve glycemic control while simultaneously decreasing the burden of diabetes management. Although diabetes technologies have been shown to decrease both hypoglycemia and hyperglycemia and to improve health-related quality of life in individuals with type 1 diabetes, the impact of these devices in individuals with cystic fibrosis-related diabetes (CFRD) is less clear. There are unique aspects of CFRD, including the different underlying pathophysiology and unique lived health care experience and comorbidities, that likely affect the use, efficacy, and uptake of diabetes technology in this population. Small studies suggest that CGM is accurate and may be helpful in guiding insulin therapy for individuals with CFRD. Insulin pump use has been linked to improvements in lean body mass and hemoglobin A1c among adults with CFRD. A recent pilot study highlighted the promise of AID systems in this population. This article provides an overview of practical aspects of diabetes technology use and device limitations that clinicians must be aware of in caring for individuals with CF and CFRD. Cost and limited insurance coverage remain significant barriers to wider implementation of diabetes technology use among patients with CFRD. Future studies exploring strategies to improve patient and CF provider education about these devices and studies showing the effectiveness of these technologies on health and patient-reported outcomes may lead to improved insurance coverage and increased rates of uptake and sustained use of these technologies in the CFRD community.
Collapse
Affiliation(s)
- Brynn E. Marks
- Division of Endocrinology and Diabetes, Children’s National Hospital, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Kristen M. Williams
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, Columbia University Irving Medical Center, 1150 St Nicholas Avenue, New York, NY 10032, United States
| | - Jordan S. Sherwood
- Diabetes Research Center, Division of Pediatric Endocrinology, Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114, United States
| | - Melissa S. Putman
- Division of Endocrinology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115, United States
- Diabetes Research Center, Division of Endocrinology, Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114, United States
| |
Collapse
|
12
|
Allen NA, Bristol A, Grigorian EG, Iacob E, Berg CA, Litchman ML. SHARE plus: Delivering a Telehealth CGM Data-Sharing Intervention to Older Adults and Their Care Partners. Diabetes Spectr 2022; 35:16-25. [PMID: 35308160 PMCID: PMC8914598 DOI: 10.2337/dsi21-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Care partners of older adults with type 1 diabetes often become part of the diabetes care team but lack knowledge of how to become involved with glucose management. This article describes a study confirming the feasibility of SHARE plus, a telehealth intervention involving continuous glucose monitoring and data-sharing to assist these individuals in working together on diabetes management. The intervention provides a strategy for increasing remote patient monitoring and facilitating care partner involvement in diabetes management.
Collapse
Affiliation(s)
- Nancy A. Allen
- University of Utah College of Nursing, Salt Lake City, UT
- Corresponding author: Nancy A. Allen,
| | - Alycia Bristol
- University of Utah College of Nursing, Salt Lake City, UT
| | | | - Eli Iacob
- University of Utah College of Nursing, Salt Lake City, UT
| | - Cynthia A. Berg
- University of Utah College of Social and Behavioral Science, Salt Lake City, UT
| | | |
Collapse
|
13
|
Polonsky WH, Fortmann AL. Impact of Real-Time CGM Data Sharing on Quality of Life in the Caregivers of Adults and Children With Type 1 Diabetes. J Diabetes Sci Technol 2022; 16:97-105. [PMID: 33322931 PMCID: PMC8875067 DOI: 10.1177/1932296820978423] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND To examine caregivers' experiences with real-time continuous glucose monitoring (RT-CGM) data sharing and its impact on quality of life (QoL) and health outcomes. METHODS Parents of children with type 1 diabetes (T1D) (N = 303) and spouses/partners of T1D adults (N = 212) using the Dexcom G5 Mobile or G6 RT-CGM system and who were actively following their T1Ds' RT-CGM data completed a survey examining their perceived value of data sharing, the impact of sharing on their own QoL and their child/partner's health, and how they used RT-CGM data to support their T1Ds' diabetes management. Regression analyses examined whether their actions were linked to reported changes in QoL and health outcomes. RESULTS Respondents were predominantly non-Hispanic White (91.1% parents; 88.7% partners), female (78.2% parents; 54.7% partners), and college-educated (65.3% parents; 61.8% partners). The majority reported that data sharing had enhanced hypoglycemic confidence (97.7% parents; 98.1% partners), overall well-being (60.4% parents; 63.2% partners), and sleep quality (78.0% parents; 61.3% partners). Of note, three positive caregiver actions were broadly consistent and significant predictors of QoL and health benefits for both parents and partners: celebrating success related to glycemic control, providing encouragement when glycemic control is challenging, and teamwork discussions about how the caregiver should respond to out-of-range values. CONCLUSIONS RT-CGM data sharing was associated with a range of QoL and health benefits for caregivers. Degree of benefits was influenced by the collaborative actions taken by caregivers to support their child's or partner's diabetes management. To determine the most effective strategies for collaborative data sharing, longitudinal trials are needed.
Collapse
Affiliation(s)
- William H. Polonsky
- Behavioral Diabetes Institute, San Diego, CA, USA
- Department of Medicine, University of California, San Diego, CA, USA
| | | |
Collapse
|
14
|
Allen NA, Litchman ML, Chamberlain J, Grigorian EG, Iacob E, Berg CA. Continuous Glucose Monitoring Data Sharing in Older Adults with Type 1 Diabetes: A feasibility study (Preprint). JMIR Diabetes 2021; 7:e35687. [PMID: 35293868 PMCID: PMC8968547 DOI: 10.2196/35687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/23/2022] [Accepted: 02/02/2022] [Indexed: 11/13/2022] Open
Abstract
Background Family members or friends (care partners [CPs]) of older adults with type 1 diabetes (T1DM) regularly become part of the diabetes care team, but they often lack knowledge about how to become involved to prevent hypo- and hyperglycemia. Continuous glucose monitoring (CGM) allows a person with diabetes to see their glucose levels continuously and to receive predictive alerts. A smartphone data-sharing app called the Follow app allows the person with diabetes to share continuous glucose numbers with others and to receive predictive alerts of impending hypo- and hyperglycemia. However, there are barriers to sharing this continuous glucose level data with CPs. Objective This study aimed to address the barriers to sharing CGM data. Our objective was to examine the feasibility of using CGM with the Follow app and a data-sharing intervention called SHARE plus in older adults with T1DM and their CPs. SHARE plus includes dyadic communication strategies, problem-solving strategies, and action planning to facilitate CGM data sharing. Methods Older adults with T1DM (n=20) and their CPs (n=20) received the SHARE plus intervention at baseline. People with diabetes wore the CGM for 12 weeks while sharing their glucose data using the Follow app with CPs. Feasibility data were analyzed using descriptive statistics. Results The SHARE plus intervention was feasible and was associated with high self-reported satisfaction for people with diabetes and their CPs as well as high adherence to CGM (mean 96%, SD 6.8%). Broad improvements were shown in the diabetes-related quality of life through the use of CGM in people with diabetes and their CPs. Although the majority of people with diabetes (11/20, 55%) were willing to share hyperglycemia data, several chose not to. The majority of people with diabetes (14/20, 70%) were willing to talk about glucose numbers with a CP. Conclusions Older adults with T1DM and their CPs identified having someone else aware of glucose levels and working together with a partner on diabetes self-management as positive aspects of the use of the SHARE plus intervention. Clinicians can use these results to provide data sharing coaching in older adults and their CPs.
Collapse
Affiliation(s)
- Nancy A Allen
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | | | - James Chamberlain
- St Mark's Diabetes Center, St Mark's Hospital, Salt Lake City, UT, United States
| | - Ernest G Grigorian
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Eli Iacob
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Cynthia A Berg
- College of Social and Behavioral Science, University of Utah, Salt Lake City, UT, United States
| |
Collapse
|
15
|
Karakuş KE, Sakarya S, Yeşiltepe Mutlu G, Berkkan M, Muradoğlu S, Can E, Gökçe T, Eviz E, Hatun Ş. Benefits and Drawbacks of Continuous Glucose Monitoring (CGM) Use in Young Children With Type 1 Diabetes: A Qualitative Study From a Country Where the CGM Is Not Reimbursed. J Patient Exp 2021; 8:23743735211056523. [PMID: 34881352 PMCID: PMC8646182 DOI: 10.1177/23743735211056523] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Investigating the daily life experiences of patients using Continuous Glucose Monitoring (CGM) can highlight the benefits and barriers in using this system for people with type 1 diabetes (T1D). Semi-structured qualitative interviews were conducted with the caregivers of 10 children aged <9 years, all of whom had been treated for T1D and had used CGM >6 months. These interviews were analyzed using the content analysis approach and from these interviews, four meta themes emerged: metabolic control, barriers to CGM use, CGM use in daily life, and comparison with fingersticks. Families reported the following as benefits of CGM: pain relief, better hypoglycemia and hyperglycemia management, increased control over diet and social life, reduced worries at school and during the night, and convenience in entrusting the child to the care of others. Cost, concerns related to accuracy and reliability of measurements, insertion, adhesion and removal issues all emerged as barriers to CGM use. The most prominent issue was the economic burden of CGM. Families accept this burden, even though it is challenging, as their experiences in using CGM are positive and they feel that CGM is necessary for T1D management.
Collapse
Affiliation(s)
| | - Sibel Sakarya
- Koç University School of Medicine, Istanbul, Turkey.,Department of Public Health, Koç University School of Medicine, Istanbul, Turkey
| | - Gül Yeşiltepe Mutlu
- Koç University School of Medicine, Istanbul, Turkey.,Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| | | | - Serra Muradoğlu
- Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| | - Ecem Can
- Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| | - Tuğba Gökçe
- Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| | - Elif Eviz
- Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| | - Şükrü Hatun
- Koç University School of Medicine, Istanbul, Turkey.,Department of Pediatric Endocrinology and Diabetes, Koç University Hospital, Istanbul, Turkey
| |
Collapse
|
16
|
Zheng M, Patel A, Khoja A, Luo Y, Lin W, He Q, Zhao X, Wang J, Yang S, Hu P. Barriers and facilitators of diabetes management by continuous glucose monitoring systems among adults with type 2 diabetes: a protocol of qualitative systematic review. BMJ Open 2021; 11:e046050. [PMID: 34716153 PMCID: PMC8559096 DOI: 10.1136/bmjopen-2020-046050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Studies suggest that continuous glucose monitors (CGMs) play an important role in the management of diabetes. Although general acceptance has been reported by patients with type 2 diabetes towards the use of CGMs, potential barriers exist like pain due to sensor insertion, accidental removal of the device or adhesive strip, impacts of daily activities, skin reactions to sensor adhesive, etc. This systematic review of qualitative studies aims to explore the perspectives, experiences and narratives of patients and caregivers about CGM use, and its barriers and facilitators. METHODS AND ANALYSIS This review will include qualitative studies and cross-sectional and longitudinal cohort studies using open-ended questions, published in English by 30 October 2021. The following electronic databases will be searched: Cochrane Library, PubMed, EMBASE, CINAHL, PsycINFO and Scopus. A search of grey literature will be conducted via an online search of Google Scholar, WorldCat, ClinicalTrials.gov and OpenGrey A combined search strategy using medical subject headings (MeSH), controlled vocabulary and 'free-text' terms will be appropriately revised to suit each database. Primary outcomes will include patient and caregiver perspectives on diabetes management regarding glucose control; living with CGM (quality of life, experience of wearing a CGM); psychological aspects (anxiety, depression, emotional burden); barriers (technical issues, financial issues) to use of CGM and thoughts (interpretation, understanding) on the CGM report. A qualitative meta-synthesis will be conducted employing a systematic literature search of existing literature, quality assessment using study-specific tools and an aggregative thematic synthesis by a multidisciplinary team. ETHICS AND DISSEMINATION Ethical approval is not required since this is a systematic review. The results will help improve clinical implementation of CGMs on part of both patients and caregivers. PROSPERO REGISTRATION NUMBER CRD42020152211.
Collapse
Affiliation(s)
- Mingyue Zheng
- Adelaide Medical School, The University of Adelaide Faculty of Health and Medical Sciences, Adelaide, South Australia, Australia
- School of Health and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Anamica Patel
- Observatory Evidence Service, Public Health Wales, Cardiff, UK
| | - Adeel Khoja
- Adelaide Medical School, The University of Adelaide Faculty of Health and Medical Sciences, Adelaide, South Australia, Australia
| | - Yunting Luo
- Center of Infectious Diseases, Sichuan University West China Hospital, Chengdu, Sichuan, China
- Institute for Disaster Management and Reconstruction, Sichuan University, Chengdu, Sichuan, China
| | - Wei Lin
- School of Management, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Qian He
- Department of Tendon Trauma, N0.1 Orthopedics Hospital of ChengDu QingYang District Medical Center, Chengdu, China
| | - Xuan Zhao
- School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Juan Wang
- School of Public Health, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Shenqiao Yang
- School of Health and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Peng Hu
- School of Health and Rehabilitation, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| |
Collapse
|
17
|
Rankin D, Kimbell B, Allen JM, Besser REJ, Boughton CK, Campbell F, Elleri D, Fuchs J, Ghatak A, Randell T, Thankamony A, Trevelyan N, Wilinska ME, Hovorka R, Lawton J. Adolescents' Experiences of Using a Smartphone Application Hosting a Closed-loop Algorithm to Manage Type 1 Diabetes in Everyday Life: Qualitative Study. J Diabetes Sci Technol 2021; 15:1042-1051. [PMID: 34261348 PMCID: PMC8411472 DOI: 10.1177/1932296821994201] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Closed-loop technology may help address health disparities experienced by adolescents, who are more likely to have suboptimal glycemic control than other age groups and, because of their age, find diabetes self-management particularly challenging. The CamAPS FX closed-loop has sought to address accessibility and usability issues reported by users of previous prototype systems. It comprises small components and a smartphone app used to: announce meal-time boluses, adjust ("boost" or "ease-off") closed-loop insulin delivery, customize alarms, and review/share data. We explored how using the CamAPS FX platform influences adolescents' self-management practices and everyday lives. METHODS Eighteen adolescents were interviewed after having ≥6 months experience using the closed-loop platform. Data were analyzed thematically. RESULTS Participants reported feeling less burdened and shackled by diabetes because closed-loop components were easier to carry/wear, finger-pricks were not required, the smartphone app provided a discreet and less stigmatizing way of managing diabetes in public, and they were able to customize alarms. Participants also reported checking and reviewing data more regularly, because they did so when using the smartphone for other reasons. Some reported challenges in school settings where use of personal phones was restricted. Participants highlighted how self-management practices were improved because they could easily review glucose data and adjust closed-loop insulin delivery using the "boost" and "ease-off" functions. Some described how using the system resulted in them forgetting about diabetes and neglecting certain tasks. CONCLUSIONS A closed-loop system with small components and control algorithm on a smartphone app can enhance usability and acceptability for adolescents and may help address the health-related disparities experienced by this age group. However, challenges can arise from using a medical app on a device which doubles as a smartphone. TRIAL REGISTRATION Closed Loop From Onset in Type 1 Diabetes (CLOuD); NCT02871089; https://clinicaltrials.gov/ct2/show/NCT02871089.
Collapse
Affiliation(s)
- David Rankin
- Usher Institute, Medical School,
University of Edinburgh, UK
- David Rankin, PhD, Usher Institute,
University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, UK.
| | - Barbara Kimbell
- Usher Institute, Medical School,
University of Edinburgh, UK
| | - Janet M. Allen
- Wellcome Trust – Medical Research
Institute of Metabolic Science, University of Cambridge, UK
- Department of Paediatrics, University of
Cambridge, UK
| | - Rachel E. J. Besser
- NIHR Oxford Biomedical Research Centre,
Oxford University Hospitals NHS Foundation Trust, UK
- Department of Paediatrics, University of
Oxford, UK
| | - Charlotte K. Boughton
- Wellcome Trust – Medical Research
Institute of Metabolic Science, University of Cambridge, UK
| | | | | | - Julia Fuchs
- Wellcome Trust – Medical Research
Institute of Metabolic Science, University of Cambridge, UK
- Department of Paediatrics, University of
Cambridge, UK
| | - Atrayee Ghatak
- Alder Hey Children’s NHS Foundation
Trust, Liverpool, UK
| | | | - Ajay Thankamony
- Addenbrookes Hospital, Cambridge
University Hospitals NHS Foundation Trust, UK
| | | | - Malgorzata E. Wilinska
- Wellcome Trust – Medical Research
Institute of Metabolic Science, University of Cambridge, UK
- Department of Paediatrics, University of
Cambridge, UK
| | - Roman Hovorka
- Wellcome Trust – Medical Research
Institute of Metabolic Science, University of Cambridge, UK
- Department of Paediatrics, University of
Cambridge, UK
| | - Julia Lawton
- Usher Institute, Medical School,
University of Edinburgh, UK
| |
Collapse
|
18
|
Fremont ER, Miller VA. Perspectives on Remote Glucose Monitoring in Youth With Type 1 Diabetes. J Pediatr Psychol 2021; 46:1276-1285. [PMID: 34333655 DOI: 10.1093/jpepsy/jsab068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE Continuous glucose monitoring (CGM) has become increasingly popular among youth with type 1 diabetes (T1D). Used with CGM, remote monitoring (RM) gives caregivers real-time access to patients' glucose values. Whereas RM may safeguard against hypo- and hyperglycemic events, little is known about how older children and adolescents, who are striving for independence, and their parents view the RM aspect of CGM. The goal of this study was to describe and explore parent and youth perceptions of RM. METHODS Youth with T1D and their parents participated separately in semi-structured interviews 2 months after starting CGM. Questions focused on decisions to use and experiences with RM. RESULTS Analysis of 43 parents and 41 youth (13.79 years ± 2.82) interviews revealed four themes, with 10 subthemes. Seven subthemes emerged in parent and youth interviews, and three emerged exclusively in parent interviews. The overarching themes included the impact of RM on (1) peace-of-mind, (2) parental anxiety, (3) communication; and addressed (4) technological limitations that prevented some from using RM. Regardless of youth age, youth and parents found comfort in parental knowledge of glucose values and parental abilities to assist youth (e.g., giving reminders to eat). Whereas RM could lead to conflicts due to excessive communication (e.g., texting), conflicts could be resolved through iterative parent-youth conversations. CONCLUSION RM may facilitate youth independence by providing a way for them to stay connected to their support system while acquiring developmentally appropriate skills. However, families should have iterative discussions about boundaries to mitigate parental over-involvement.
Collapse
Affiliation(s)
| | - Victoria A Miller
- Children's Hospital of Philadelphia.,Perelman School of Medicine at the University of Pennsylvania
| |
Collapse
|
19
|
Lawton J, Hart RI, Kimbell B, Allen JM, Besser REJ, Boughton C, Elleri D, Fuchs J, Ghatak A, Randell T, Thankamony A, Trevelyan N, Hovorka R, Rankin D. Data Sharing While Using a Closed-Loop System: Qualitative Study of Adolescents' and Parents' Experiences and Views. Diabetes Technol Ther 2021; 23:500-507. [PMID: 33605790 PMCID: PMC8252900 DOI: 10.1089/dia.2020.0637] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Objective: To understand and explore data sharing practices among adolescents and their parents using a closed-loop system. Methods: Eighteen adolescents (aged 11-18 years) and 19 parents were interviewed after adolescents had ∼6 months experience of using a closed-loop system, which permitted them to share glucose and insulin data with parents/caregivers. Data were analyzed thematically. Results: There was considerable variability in how parent-child dyads perceived, valued, and undertook data sharing. Parents of early adolescents (11-13 years) reported making extensive use of "real time" data to remotely manage their child's diabetes and early adolescents described needing and wanting this input. Parents of middle adolescents (14-16 years) described making greater use of retrospective data. To avoid conflict and encourage and support their son/daughter's autonomy, these individuals reported practicing watchful waiting and only intervening after concerns about a pattern of problematic behavior or their child's safety arose. Middle adolescents indicated that data sharing had been done primarily for the benefit of their parents, although they also noted quality of life benefits for themselves. Among late adolescents (17+ years), parents were simply remote because their son/daughter had not permitted access to their data. Participants recommended clear ground rules be put in place about when, and how, data sharing should be used. Conclusions: To help parent-child dyads use data sharing in ways which minimize conflict and optimize constructive parental support, we recommend tailored input and support, which takes account of family dynamics, the young person's developmental maturity, and the different ways in which data are used across the adolescent age range.
Collapse
Affiliation(s)
- Julia Lawton
- Usher Institute, Medical School, University of Edinburgh, Edinburgh, United Kingdom
- Address correspondence to: Julia Lawton, BA, PhD, Usher Institute, Medical School, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, United Kingdom
| | - Ruth I. Hart
- Usher Institute, Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Barbara Kimbell
- Usher Institute, Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Janet M. Allen
- Wellcome Trust–Medical Research Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Rachel Elizabeth Jane Besser
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Charlotte Boughton
- Wellcome Trust–Medical Research Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
| | - Daniela Elleri
- Royal Hospital for Sick Children, Edinburgh, United Kingdom
| | - Julia Fuchs
- Wellcome Trust–Medical Research Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Atrayee Ghatak
- Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | | | - Ajay Thankamony
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
- Children's Services, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes Hospital, Cambridge, United Kingdom
| | - Nicola Trevelyan
- Department of Child Health, Southampton Children's Hospital, Southampton, United Kingdom
| | - Roman Hovorka
- Wellcome Trust–Medical Research Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
| | - David Rankin
- Usher Institute, Medical School, University of Edinburgh, Edinburgh, United Kingdom
| |
Collapse
|
20
|
Barbed Ferrández SM, Montaner Gutiérrez T, Larramona Ballarín G, Ferrer Lozano M, Lou Francés GM. Impact on the well-being perceived by caregivers of children and adolescents with type 1 diabetes following the use of interstitial glucose measurement systems. ENDOCRINOL DIAB NUTR 2021; 68:243-250. [PMID: 34266636 DOI: 10.1016/j.endien.2019.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Accepted: 11/22/2019] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Type 1 diabetes mellitus (DM-1) is one of the most common chronic childhood diseases, and it is essential to optimize glycemic control in order to avoid complications. For years, interstitial glucose measurement systems (MGI systems) have been among the new technologies at the forefront of self-care. OBJECTIVES To determine the impact on the well-being of the caregivers of patients with DM-1 under 18 years of age, controlled at a Pediatric Diabetes Unit of a third level hospital, of the use of MGI systems. MATERIAL AND METHODS This was an observational, descriptive and analytical cohort study based on a questionnaire completed by the patients' caregivers, as well as from the patient's clinical history. RESULTS There were 120 participants (55.5% males), with a mean age 13.20 +/- 3.71 years and mean glycosylated haemoglobin (HbA1c) 7.36% +/- 0.90. 52.5% of the sample used MGI systems. The caregivers of patients using MGI systems showed significantly higher scores (p < 0.05) regarding well-being, compared to the caregivers of patients not using this technology. In the former, a significant improvement (p < 0.05) in these variables with respect to the values prior to the beginning of their use was observed. CONCLUSIONS The use of MGI systems for diabetes self-management in our study led to a greater sense of well-being on the part of caregivers compared with before their introduction, as well as in comparison with those who continued to perform measurements using daily capillary glycemias.
Collapse
|
21
|
Polonsky WH, Fortmann AL. Impact of Real-Time Continuous Glucose Monitoring Data Sharing on Quality of Life and Health Outcomes in Adults with Type 1 Diabetes. Diabetes Technol Ther 2021; 23:195-202. [PMID: 32991199 PMCID: PMC7906862 DOI: 10.1089/dia.2020.0466] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background: To examine experiences with real-time continuous glucose monitoring (RT-CGM) data sharing and its impact on health-related outcomes. Methods: Adults with type 1 diabetes (T1D) (N = 302) using the Dexcom G5 Mobile or G6 RT-CGM system and sharing data with ≥1 family/friend follower completed a survey exploring their perceived value of data sharing, the impact of sharing on health and quality of life (QoL) outcomes, and how their chief follower (CF) used shared data to support their diabetes management. Regression analyses examined whether CF actions were linked to reported changes in health and QoL outcomes for the T1D adult. Results: The majority had lived with T1D >10 years, (76.5%), used RT-CGM >1 year (58.0%), and identified their spouse/partner as CF (51.9%). Data sharing reportedly contributed to improved hypoglycemic confidence (for 89.4% of respondents), improved overall well-being (54.3%), and reduced diabetes distress (36.1%). Benefits related to data sharing included fewer episodes of severe hypoglycemia (62.2%), better sleep (52.4%), and A1C improvement (47.3%). In particular, three positive CF actions were independent predictors of health and QoL benefits: celebrating success related to glycemic control, providing encouragement when glycemic control is challenging, and teamwork discussions about how CF should respond to out-of-range values. Conclusions: RT-CGM data sharing was associated with a range of health and QoL-related benefits. The occurrence of benefits was influenced by the collaborative management approaches taken by RT-CGM users and their data-sharing followers. Longitudinal trials are needed to determine the most effective patterns of collaborative data sharing, leading to their implementation into routine diabetes management.
Collapse
Affiliation(s)
- William H. Polonsky
- Behavioral Diabetes Institute, San Diego, California
- Department of Medicine, University of California, San Diego, California
- Address correspondence to: William H. Polonsky, PhD, Behavioral Diabetes Institute, 5230 Carroll Canyon Rd., Suite #208, San Diego, CA 92121, USA
| | - Addie L. Fortmann
- Scripps Whittier Diabetes Institute, Scripps Health, La Jolla, California, USA
| |
Collapse
|
22
|
Brew-Sam N, Chhabra M, Parkinson A, Hannan K, Brown E, Pedley L, Brown K, Wright K, Pedley E, Nolan CJ, Phillips C, Suominen H, Tricoli A, Desborough J. Experiences of Young People and Their Caregivers of Using Technology to Manage Type 1 Diabetes Mellitus: Systematic Literature Review and Narrative Synthesis. JMIR Diabetes 2021; 6:e20973. [PMID: 33528374 PMCID: PMC7886614 DOI: 10.2196/20973] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/23/2020] [Accepted: 12/29/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND In the last decade, diabetes management has begun to transition to technology-based care, with young people being the focus of many technological advances. Yet, detailed insights into the experiences of young people and their caregivers of using technology to manage type 1 diabetes mellitus are lacking. OBJECTIVE The objective of our study was to describe the breadth of experiences and perspectives on diabetes technology use among children and adolescents with type 1 diabetes mellitus and their caregivers. METHODS This systematic literature review used integrated thematic analysis to guide a narrative synthesis of the included studies. We analyzed the perspectives and experiences of young people with type 1 diabetes mellitus and their caregivers reported in qualitative studies, quantitative descriptive studies, and studies with a mixed methods design. RESULTS Seventeen articles met the inclusion criteria, and they included studies on insulin pump, glucose sensors, and remote monitoring systems. The following eight themes were derived from the analysis: (1) expectations of the technology prior to use, (2) perceived impact on sleep and overnight experiences, (3) experiences with alarms, (4) impact on independence and relationships, (5) perceived usage impact on blood glucose control, (6) device design and features, (7) financial cost, and (8) user satisfaction. While many advantages of using diabetes technology were reported, several challenges for its use were also reported, such as cost, the size and visibility of devices, and the intrusiveness of alarms, which drew attention to the fact that the user had type 1 diabetes mellitus. Continued use of diabetes technology was underpinned by its benefits outweighing its challenges, especially among younger people. CONCLUSIONS Diabetes technologies have improved the quality of life of many young people with type 1 diabetes mellitus and their caregivers. Future design needs to consider the impact of these technologies on relationships between young people and their caregivers, and the impact of device features and characteristics such as size, ease of use, and cost.
Collapse
Affiliation(s)
- Nicola Brew-Sam
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Madhur Chhabra
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Anne Parkinson
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Kristal Hannan
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Ellen Brown
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Lachlan Pedley
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Karen Brown
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia.,Canberra Health Services, Canberra, Australia
| | - Kristine Wright
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia.,Canberra Health Services, Canberra, Australia
| | - Elizabeth Pedley
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia.,Canberra Health Services, Canberra, Australia
| | - Christopher J Nolan
- Canberra Health Services, Canberra, Australia.,ANU Medical School, College of Health and Medicine, Australian National University, Canberra, Australia.,The John Curtin School of Medical Research, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Christine Phillips
- ANU Medical School, College of Health and Medicine, Australian National University, Canberra, Australia
| | - Hanna Suominen
- School of Computing, College of Engineering and Computer Science, Australian National University, Canberra, Australia.,Department of Computing, University of Turku, Turku, Finland.,Data61, Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia
| | - Antonio Tricoli
- The John Curtin School of Medical Research, College of Health and Medicine, Australian National University, Canberra, Australia.,Nanotechnology Research Lab, Research School of Chemistry, College of Science, Australian National University, Canberra, Australia
| | - Jane Desborough
- Department of Health Services Research and Policy, Research School of Population Health, College of Health and Medicine, Australian National University, Canberra, Australia
| |
Collapse
|
23
|
Johansen CB, Pouwer F, Beck‐Nielsen H, Rothmann MJ. Positive facilitators of diabetes management in emerging adults with type 1 diabetes-A qualitative analysis of blogs. Endocrinol Diabetes Metab 2020; 3:e00161. [PMID: 32704575 PMCID: PMC7375054 DOI: 10.1002/edm2.161] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 03/16/2020] [Accepted: 05/09/2020] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Emerging adults (18-30 years) with type 1 diabetes must manage a demanding chronic illness as well as navigate a life phase full of instability and transitions. Clinical care for this age group remains a challenge. An improved understanding of psychological facilitators of diabetes management may contribute to optimized clinical care to this age group. AIM To explore which individual strategies facilitated emerging adults' diabetes management and what kind of support they regard helpful from peers, family and healthcare providers. METHODS Qualitative analysis of web blogs. We identified personal blogs by emerging adults with type 1 diabetes through a search at the websites for diabetes associations in Denmark, UK and the USA, a snowball search at identified blogs and an internet search (Google). Blog posts from approximately the last year were analysed with thematic analysis as described by Braun and Clarke. RESULTS We included 16 blogs from UK, the USA, Australia and Denmark, focusing on blog entries from 2017 to 2018. Several psychological facilitators of management of type 1 diabetes were identified. Positive individual strategies involved: developing a balanced approach to blood glucoses, sharing diabetes with peers and making space for emotional reactions. Supportive involvement from peers, family and health care providers included: normalization, emotional backup and a nonjudgmental attitude. CONCLUSION Diabetes management in emerging adulthood can be facilitated by several individual strategies as well as by supportive involvement from peers, family and health care providers. It is worthwhile to further investigate how individual strategies as well as supportive involvement can be promoted in diabetes care.
Collapse
Affiliation(s)
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | | | - Mette Juel Rothmann
- Steno Diabetes Center OdenseOdense University HospitalOdenseDenmark
- Department of EndocrinologyOdense University HospitalOdenseDenmark
- Centre for Innovative Medical TechnologyOdense University HospitalUniversity of Southern DenmarkOdenseDenmark
| |
Collapse
|
24
|
Polsky S, Garcetti R, Pyle L, Joshee P, Demmitt JK, Snell-Bergeon JK. Continuous glucose monitor use with and without remote monitoring in pregnant women with type 1 diabetes: A pilot study. PLoS One 2020; 15:e0230476. [PMID: 32298269 PMCID: PMC7162510 DOI: 10.1371/journal.pone.0230476] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 03/01/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND To examine whether continuous glucose monitoring (CGM) with remote monitoring by followers (family/friends) changes glucose management, follower interventions, and health outcomes compared to CGM alone in pregnant women with diabetes. METHODS We prospectively stratified first trimester pregnant women with Type 1 Diabetes to CGM Share (remote monitoring) or CGM Alone. We enrolled a main follower per woman. We retrospectively acquired data for pregnant women who did not use CGM (no CGM). We compared hemoglobin A1c (HbA1c) between groups. We compared sensor glucose, follower interventions, and gestational outcomes between CGM Alone and CGM Share. Longitudinal mixed effects models were used for analyses of changes in outcomes over time. RESULTS HbA1c decreased in all groups throughout pregnancy and was significantly lower over time in women using CGM Share (n = 15) compared to CGM Alone (n = 13) or no CGM (n = 8) (p = 0.0042). CGM Share users had lower median sensor glucose levels (p = 0.0331) and percent time spent >180 mg/dL (p = 0.0228) across pregnancy. There were no significant differences in maternal and fetal outcomes between groups. CGM Share followers had more alerts for hypoglycemia, but did fewer interventions. CONCLUSIONS In this small pilot study, use of CGM with remote monitoring improved some glycemic metrics in pregnant women with diabetes.
Collapse
Affiliation(s)
- Sarit Polsky
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
- * E-mail:
| | - Rachel Garcetti
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Laura Pyle
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Prakriti Joshee
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Jamie K. Demmitt
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Janet K. Snell-Bergeon
- Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| |
Collapse
|
25
|
Barbed Ferrández SM, Montaner Gutiérrez T, Larramona Ballarín G, Ferrer Lozano M, Lou Francés GM. Impact on the well-being perceived by caregivers of children and adolescents with type 1 diabetes following the use of interstitial glucose measurement systems. ACTA ACUST UNITED AC 2020; 68:243-250. [PMID: 32113860 DOI: 10.1016/j.endinu.2019.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Revised: 11/20/2019] [Accepted: 11/22/2019] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Type 1 diabetes mellitus (DM-1) is one of the most common chronic childhood diseases, and it is essential to optimize glycemic control in order to avoid complications. For years, interstitial glucose measurement systems (MGI systems) have been among the new technologies at the forefront of self-care. OBJECTIVES To determine the impact on the well-being of the caregivers of patients with type 1 diabetes mellitus under 18 years of age, controlled at a Pediatric Diabetes Unit of a third level hospital, of the use of MGI systems. MATERIAL AND METHODS This was an observational, descriptive and analytical cohort study based on a questionnaire completed by the patients' caregivers, as well as from the patient's clinical history. RESULTS There were 120 participants (55.5% males), with a mean age 13.20+/-3.71 years and mean glycosylated haemoglobin (HbA1c) 7.36%+/-0.90. 52.5% of the sample used MGI systems. The caregivers of patients using MGI systems showed significantly higher scores (p<.05) regarding well-being, compared to the caregivers of patients not using this technology. In the former, a significant improvement (p<.05) in these variables with respect to the values prior to the beginning of their use was observed. CONCLUSIONS The use of MGI systems for diabetes self-management in our study led to a greater sense of well-being on the part of caregivers compared with before their introduction, as well as in comparison with those who continued to perform measurements using daily capillary glycemias.
Collapse
|
26
|
Papadakis JL, Anderson LM, Garza K, Feldman MA, Shapiro JB, Evans M, Thompson LG, Weissberg-Benchell J. Psychosocial Aspects of Diabetes Technology Use: The Child and Family Perspective. Endocrinol Metab Clin North Am 2020; 49:127-141. [PMID: 31980113 DOI: 10.1016/j.ecl.2019.10.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This article offers a systematic review of the literature on psychosocial aspects of technology use in children and adolescents with type 1 diabetes and their families, searching for relevant articles published the past 5 years. Topics included continuous subcutaneous insulin infusion, continuous glucose monitoring, predictive low-glucose suspend, and artificial pancreas systems. The review indicates there are positive and negative psychosocial aspects to diabetes technology use among youth and their families. Although consistent findings were revealed, contradictions exist. Discussed are recommendations for future research and implications for how health care providers can collaborate with families to discuss and manage diabetes technology.
Collapse
Affiliation(s)
- Jaclyn Lennon Papadakis
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA.
| | - Lindsay M Anderson
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA
| | - Kimberly Garza
- Department of Anthropology, University of Illinois at Chicago, 1007 West Harrison Street, M/C 027, Chicago, IL 60607, USA
| | - Marissa A Feldman
- Child Development and Rehabilitation Center, Johns Hopkins All Children's Hospital, 880 6th Street South, #170, Saint Petersburg, FL 33701, USA
| | - Jenna B Shapiro
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA
| | - Meredyth Evans
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA; Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, 446 East Ontario Street, #7-200, Chicago, IL 60611, USA
| | - Laurie Gayes Thompson
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA; Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, 446 East Ontario Street, #7-200, Chicago, IL 60611, USA
| | - Jill Weissberg-Benchell
- Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA; Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, 446 East Ontario Street, #7-200, Chicago, IL 60611, USA
| |
Collapse
|
27
|
Abstract
The success of diabetes technologies depends on the attitudes and behavior of the individuals who choose to adopt them. Real-time continuous glucose monitoring, continuous subcutaneous insulin infusion, and sensor-augmented pump systems may positively affect diabetes-related quality of life (QOL), although the influence on QOL outcomes seems to be modest and the results from randomized controlled trials are limited and controversial. In contrast, more consistently positive QOL-related responses are apparent from observational data. The newer generations of devices hold the promise for more strongly enhancing diabetes-related QOL. Appropriate training and ongoing support are likely to be the key to successful uptake.
Collapse
Affiliation(s)
- William H Polonsky
- Behavioral Diabetes Institute, 5405 Oberlin Drive, Suite 100, San Diego, CA 92121, USA; University of California, San Diego, San Diego, CA, USA.
| |
Collapse
|
28
|
Abstract
Regular self-monitoring of blood glucose levels, and ketones when indicated, is an essential component of type 1 diabetes (T1D) management. Although fingerstick blood glucose monitoring has been the standard of care for decades, ongoing rapid technological developments have resulted in increasingly widespread use of continuous glucose monitoring (CGM). This article reviews recommendations for self-monitoring of glucose and ketones in pediatric T1D with particular emphasis on CGM and factors that impact the accuracy and real-world use of this technology.
Collapse
Affiliation(s)
- Brynn E. Marks
- Division of Endocrinology and Diabetes, Children's National Hospital, Washington, DC, United States
- *Correspondence: Brynn E. Marks
| | - Joseph I. Wolfsdorf
- Division of Endocrinology, Boston Children's Hospital, Boston, MA, United States
| |
Collapse
|
29
|
Burckhardt MA, Fried L, Bebbington K, Hancock M, Nicholas JA, Roberts A, Abraham MB, Davis EA, Jones TW. Use of remote monitoring with continuous glucose monitoring in young children with Type 1 diabetes: the parents' perspective. Diabet Med 2019; 36:1453-1459. [PMID: 31257642 DOI: 10.1111/dme.14061] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/28/2019] [Indexed: 12/21/2022]
Abstract
AIM Remote monitoring with continuous glucose monitoring (CGM) in children with Type 1 diabetes mellitus has recently become available, but little is known about caregivers' experiences of its use, particularly in younger children. The aim of this study was to explore parents' everyday experiences of using this technology. METHODS The parents of children with Type 1 diabetes diagnosed for > 1 year, aged 2-12 years were invited to participate in a semi-structured interview. Interviews were the second phase of a randomized cross-over study using standard insulin therapy with or without CGM and remote monitoring for two 3-month periods. Open-ended questions were used to explore parents' real-life experiences of the remote monitoring and CGM system. Interviews were analysed using thematic analysis. RESULTS Five themes related to remote monitoring emerged: (i) impact on sleep quality for the parents, (ii) peace of mind, (iii) impact on anxiety, (iv) freedom and confidence for the parents and children, and (v) impact on relationships. Furthermore, parents reported on themes related to CGM in general, such as better understanding of how to manage and control their child's diabetes and experiences related to physical or technical aspects. CONCLUSION Overall, parents of primary school children reported that using remote monitoring and CGM was a mostly beneficial experience. However, negative aspects within the themes were also reported. These findings will help to provide a structure to discuss parent and child expectations and provide targeted education at the start of using remote monitoring and CGM.
Collapse
Affiliation(s)
- M-A Burckhardt
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Division of Paediatrics, The University of Western Australia, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| | - L Fried
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
| | - K Bebbington
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
| | - M Hancock
- Division of Paediatrics, The University of Western Australia, Perth, WA, Australia
| | - J A Nicholas
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| | - A Roberts
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| | - M B Abraham
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Division of Paediatrics, The University of Western Australia, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| | - E A Davis
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Division of Paediatrics, The University of Western Australia, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| | - T W Jones
- Children's Diabetes Centre, Telethon Kids Institute, Perth, WA, Australia
- Division of Paediatrics, The University of Western Australia, Perth, WA, Australia
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, WA, Australia
| |
Collapse
|
30
|
Yingling L, Allen NA, Litchman ML, Colicchio V, Gibson BS. An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study. JMIR Diabetes 2019; 4:e12936. [PMID: 31313657 PMCID: PMC6664655 DOI: 10.2196/12936] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 05/16/2019] [Accepted: 05/21/2019] [Indexed: 11/17/2022] Open
Abstract
Background Although multiple self-monitoring technologies for type 2 diabetes mellitus (T2DM) show promise for improving T2DM self-care behaviors and clinical outcomes, they have been understudied in Hispanic adult populations who suffer disproportionately from T2DM. Objective The objective of this study was to evaluate the acceptability, feasibility, and potential integration of wearable sensors for diabetes self-monitoring among Hispanic adults with self-reported T2DM. Methods We conducted a pilot study of T2DM self-monitoring technologies among Hispanic adults with self-reported T2DM. Participants (n=21) received a real-time continuous glucose monitor (RT-CGM), a wrist-worn physical activity (PA) tracker, and a tablet-based digital food diary to self-monitor blood glucose, PA, and food intake, respectively, for 1 week. The RT-CGM captured viewable blood glucose concentration (mg/dL) and PA trackers collected accelerometer-based data, viewable on the device or an associated tablet app. After 1 week of use, we conducted a semistructured interview with each participant to understand experiences and thoughts on integration of the data from the devices into a technology-facilitated T2DM self-management intervention. We also conducted a brief written questionnaire to understand participants’ self-reported T2DM history and past experience using digital health tools for T2DM self-management. Feasibility was measured by device utilization and objective RT-CGM, PA tracker, and diet logging data. Acceptability and potential integration were evaluated through thematic analysis of verbatim interview transcripts. Results Participants (n=21, 76% female, 50.4 [SD 11] years) had a mean self-reported hemoglobin A1c of 7.4 [SD 1.8] mg/dL and had been diagnosed with T2DM for 7.4 [SD 5.2] years (range: 1-16 years). Most (89%) were treated with oral medications, whereas the others self-managed through diet and exercise. Nearly all participants (n=20) used both the RT-CGM and PA tracker, and 52% (11/21) logged at least one meal, with 33% (7/21) logging meals for 4 or more days. Of the 8 possible days, PA data were recorded for 7.1 [SD 1.8] days (range: 2-8), and participants averaged 7822 [SD 3984] steps per day. Interview transcripts revealed that participants felt most positive about the RT-CGM as it unveiled previously unknown relationships between lifestyle and health and contributed to changes in T2DM-related thoughts and behaviors. Participants felt generally positive about incorporating the wearable sensors and mobile apps into a future intervention if support were provided by a health coach or health care provider, device training were provided, apps were tailored to their language and culture, and content were both actionable and delivered on a single platform. Conclusions Sensor-based tools for facilitating T2DM self-monitoring appear to be a feasible and acceptable technology among low-income Hispanic adults. We identified barriers to acceptability and highlighted preferences for wearable sensor integration in a community-based intervention. These findings have implications for the design of T2DM interventions targeting Hispanic adults.
Collapse
Affiliation(s)
- Leah Yingling
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Nancy A Allen
- College of Nursing, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Michelle L Litchman
- College of Nursing, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Vanessa Colicchio
- College of Nursing, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Bryan S Gibson
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, United States
| |
Collapse
|
31
|
LaManna J, Litchman ML, Dickinson JK, Todd A, Julius MM, Whitehouse CR, Hyer S, Kavookjian J. Diabetes Education Impact on Hypoglycemia Outcomes: A Systematic Review of Evidence and Gaps in the Literature. DIABETES EDUCATOR 2019; 45:349-369. [PMID: 31210091 DOI: 10.1177/0145721719855931] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE The primary purpose of this study is to report a systematic review of evidence and gaps in the literature among well-conducted studies assessing the impact of diabetes education on hypoglycemia outcomes and secondarily reporting the impact on other included target outcomes. METHODS The authors used a modified Cochrane method to systematically search and review English-language titles, abstracts, and full-text articles published in the United States between January 2001 and December 2017, with diabetes education specified as an intervention and a directly measurable outcome for hypoglycemia risk or events included. RESULTS Fourteen quasi-experimental, experimental, and case-control studies met the inclusion criteria, with 8 articles reporting a positive impact of diabetes self-management education and support (DSMES) on hypoglycemia outcomes; 2 of the 8 reported decreased hypoglycemia events, and 1 reported decreased events in both the intervention and control groups. In addition, 5 studies targeted change in reported hypoglycemia symptoms, with all 5 reporting a significant decrease. DSMES also demonstrated an impact on intermediate (knowledge gain, behavior change) and long-term (humanistic and economic/utilization) outcomes. An absence of common hypoglycemia measures and terminology and suboptimal descriptions of DSMES programs for content, delivery, duration, practitioner types, and participants were identified as gaps in the literature. CONCLUSIONS Most retained studies reported that diabetes education positively affected varied measures of hypoglycemia outcomes (number of events, reported symptoms) as well as other targeted outcomes. Diabetes education is an important intervention for reducing hypoglycemia events and/or symptoms and should be included as a component of future hypoglycemia risk mitigation studies.
Collapse
Affiliation(s)
- Jacqueline LaManna
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,University of Central Florida, College of Nursing, Orlando, Florida
| | - Michelle L Litchman
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,University of Utah, College of Nursing, Salt Lake City, Utah
| | - Jane K Dickinson
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,Department of Health and Behavior Studies, Teachers College Columbia University, New York, New York
| | - Andrew Todd
- University of Central Florida, College of Nursing, Orlando, Florida
| | - Mary M Julius
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,Northeast Ohio Veterans Administration (VA), Cleveland, Ohio
| | - Christina R Whitehouse
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,Villanova University, M. Louise Fitzpatrick College of Nursing, Villanova, Pennsylvania
| | - Suzanne Hyer
- University of Central Florida, College of Nursing, Orlando, Florida
| | - Jan Kavookjian
- American Association of Diabetes Educators, Research Committee, Chicago, Illinois.,Auburn University, Harrison School of Pharmacy, Auburn University, Alabama
| |
Collapse
|
32
|
Oser SM, Stuckey HL, Parascando JA, McGinley EL, Berg A, Oser TK. Glycated Hemoglobin Differences Among Blog-Reading Adults With Type 1 Diabetes Compared With Those Who Do Not Read Blogs: Cross-Sectional Study. JMIR Diabetes 2019; 4:e13634. [PMID: 30938693 PMCID: PMC6465975 DOI: 10.2196/13634] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 03/05/2019] [Accepted: 03/12/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Of the estimated 23.1 million individuals diagnosed with diabetes, approximately 5% have type 1 diabetes (T1D). It has been proposed that this number will triple by 2050. With increases in technology use and resources available, many individuals are using insulin pumps and continuous glucose monitors (CGMs) to help manage their T1D. They are also using online resources such as social media to find more information and advice based on real-life experiences from peers. Blogs are a particular social media modality often used by people with T1D but have not been widely investigated. OBJECTIVE The purpose of this study was to assess glycated hemoglobin (HbA1c) differences between blog readers and blog nonusers in a population of adults with T1D. This study also looked at differences in technology use in these two groups, as well as HbA1c differences in blog use and technology subgroups. METHODS Participants were recruited both by mail and by online T1D-themed blog postings. Respondents completed a secure online eligibility assessment and were asked questions related to their T1D, blog and internet use, and insulin pump and CGM use. Demographics were also collected. Differences between blog readers and blog nonusers were tested via chi-square and t tests. Mann-Whitney U tests, Fisher exact tests, and analyses of variance (ANOVA) were used to test for differences in self-reported HbA1c between groups and subgroups. RESULTS A total of 282 eligible participants completed the survey (214 blog readers, 68 blog nonusers). Average duration of diabetes was 21.2 years, 77.7% (219/282) were female, 81.2% (229/282) used an insulin pump, 66.3% (187/282) used a CGM, and 95.7% (270/282) were white. HbA1c was lower for blog readers (7.0%) than blog nonusers (7.5%), P=.006; for insulin pump users (7.0%) than multiple daily injections (7.7%), P=.001; and for CGM users (7.0%) than CGM nonusers (7.5%), P=.001. After adjusting for significant covariates, the association between blog use and HbA1c remained significant (P=.04). ANOVA modeling also demonstrated significant differences in HbA1c between blog users and nonusers among subgroups by pump use and CGM use (P<.001). CONCLUSIONS These results suggest that reading blogs is associated with lower HbA1c values. While association does not prove causation, blog readers have the benefit of learning information from peers and having 24/7 access to a community of individuals with similar daily life struggles, where they are able to ask questions and seek advice.
Collapse
Affiliation(s)
- Sean M Oser
- Department of Family and Community Medicine, Penn State College of Medicine, Hershey, PA, United States
| | - Heather L Stuckey
- Department of Internal Medicine, Penn State College of Medicine, Hershey, PA, United States
| | - Jessica A Parascando
- Department of Family and Community Medicine, Penn State College of Medicine, Hershey, PA, United States
| | - Erin L McGinley
- Department of Family and Community Medicine, Penn State College of Medicine, Hershey, PA, United States
| | - Arthur Berg
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, United States
| | - Tamara K Oser
- Department of Family and Community Medicine, Penn State College of Medicine, Hershey, PA, United States
| |
Collapse
|
33
|
Litchman ML, Tran MJ, Dearden SE, Guo JW, Simonsen SE, Clark L. What Women With Disabilities Write in Personal Blogs About Pregnancy and Early Motherhood: Qualitative Analysis of Blogs. JMIR Pediatr Parent 2019; 2:e12355. [PMID: 31518332 PMCID: PMC6715048 DOI: 10.2196/12355] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 11/26/2018] [Accepted: 01/30/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND More than 1 in 10 women of reproductive age identify as having some type of disability. Most of these women are able to become pregnant and have similar desires for motherhood as women without disability. Women with disability, however, face greater stigma and stereotyping, additional risk factors, and may be less likely to receive adequate reproductive health care compared with their peers without disability. More and more individuals, including those with disability, are utilizing the internet to seek information and peer support. Blogs are one source of peer-to-peer social media engagement that may provide a forum for women with disability to both share and obtain peer-to-peer information and support. Nevertheless, it is not clear what content about reproductive health and pregnancy and/or motherhood is featured in personal blogs authored by women with spinal cord injury (SCI), traumatic brain injury (TBI), spina bifida, and autism. OBJECTIVE The objective of this study was twofold: (1) to examine the information being shared in blogs by women with 4 types of disabilities, namely, SCI, TBI, spina bifida, and autism, about reproductive health, disability, health care, pregnancy, and motherhood; and (2) to classify the content of reproductive health experiences addressed by bloggers to better understand what they viewed as important. METHODS Personal blogs were identified by searching Google with keywords related to disabilities, SCI, TBI, spina bifida, and autism, and a variety of keywords related to reproductive health. The first 10 pages of each database search in Google, based on the relevance of the search terms, were reviewed and all blogs in these pages were included. Blog inclusion criteria were as follows: (1) written by a woman or care partner (ie, parent or spouse) of a woman with a self-identified diagnosis of SCI, TBI, spina bifida, or autism; (2) focused on the personal experience of health and health care during the prepregnancy, prenatal, antepartum, intrapartum, and/or postpartum periods; (3) written in English; and (4) published between 2013 and 2017. A descriptive and thematic qualitative analysis of blogs and corresponding comments was facilitated with NVivo software and matrix analysis. RESULTS Our search strategy identified 125 blogs that met all the inclusion criteria; no blogs written by women with spina bifida were identified. We identified 4 reproductive health themes featured in the blog of women with disabilities: (1) (in)accessible motherhood, (2) (un)supportive others, (3) different, but not different, and (4) society questioning motherhood. CONCLUSIONS This analysis of personal blogs about pregnancy and health care written by women with SCI, TBI, and autism provides a glimpse into their experiences. The challenges faced by these women and the adaptations they made to successfully navigate pregnancy and early motherhood provide insights that can be used to shape future research.
Collapse
Affiliation(s)
| | - M J Tran
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Susan E Dearden
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Jia-Wen Guo
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Sara E Simonsen
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Lauren Clark
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| |
Collapse
|
34
|
Tanenbaum ML, Adams RN, Lanning MS, Hanes SJ, Agustin BI, Naranjo D, Hood KK. Using Cluster Analysis to Understand Clinician Readiness to Promote Continuous Glucose Monitoring Adoption. J Diabetes Sci Technol 2018; 12:1108-1115. [PMID: 29991281 PMCID: PMC6232742 DOI: 10.1177/1932296818786486] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Many people with type 1 diabetes (T1D) report barriers to using continuous glucose monitoring (CGM). Diabetes care providers may have their own barriers to promoting CGM uptake. The goal of this study was to develop clinician "personas" with regard to readiness to promote CGM uptake. METHODS Diabetes care providers who treat people with T1D (N = 209) completed a survey on perceived patient barriers to device uptake, technology attitudes, and characteristics and barriers specific to their clinical practice. K-means cluster analyses grouped the sample by CGM barriers and attitudes. ANOVAs and chi-square tests assessed group differences on provider and patient characteristics. The authors assigned descriptive names for each persona. RESULTS Analyses yielded three clinician personas regarding readiness to promote CGM uptake. Ready clinicians (20% of sample; 24% physicians, 38% certified diabetes educators/CDEs) had positive technology attitudes, had clinic time to work with patients using CGM, and found it easy to keep up with technology advances. In comparison, Cautious clinicians (41% of sample; 17% physicians, 53% CDEs) perceived that their patients had many barriers to adopting CGM and had less time than the Ready group to work with patients using CGM data. Not Yet Ready clinicians (40% of sample; 9% physicians; 79% CDEs) had negative technology attitudes and the least clinic time to work with CGM data. They found it difficult to keep up with technology advances. CONCLUSION Some diabetes clinicians may benefit from tailored interventions and additional time and resources to empower them to help facilitate increased uptake of CGM technology.
Collapse
Affiliation(s)
- Molly L. Tanenbaum
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Rebecca N. Adams
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Monica S. Lanning
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Sarah J. Hanes
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Bianca I. Agustin
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Diana Naranjo
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
| | - Korey K. Hood
- Department of Pediatrics, Stanford
University School of Medicine, Palo Alto, CA, USA
- Korey K. Hood, PhD, Department of
Pediatrics, Stanford University School of Medicine, 780 Welch Rd, Palo Alto, CA
94304, USA.
| |
Collapse
|
35
|
Feng G. Opportunities and challenges of real-time data in medicine. Pediatr Investig 2018; 2:188. [PMID: 32851259 PMCID: PMC7331359 DOI: 10.1002/ped4.12061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Guoshuang Feng
- Research Center for Big Data and EngineeringBeijing Children's HospitalCapital Medical UniversityNational Center for Children's HealthBeijingChina
| |
Collapse
|