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Yagi K, Inagaki M, Asada Y, Komatsu M, Ogawa F, Horiguchi T, Yamaaki N, Shikida M, Origasa H, Nishio S. Improved Glycemic Control through Robot-Assisted Remote Interview for Outpatients with Type 2 Diabetes: A Pilot Study. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:329. [PMID: 38399616 PMCID: PMC10890168 DOI: 10.3390/medicina60020329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 02/07/2024] [Accepted: 02/13/2024] [Indexed: 02/25/2024]
Abstract
Background and Objectives: Our research group developed a robot-assisted diabetes self-management monitoring system to support Certified Diabetes Care and Education Specialists (CDCESs) in tracking the health status of patients with type 2 diabetes (T2D). This study aimed to evaluate the impact of this system on glycemic control and to identify suitable candidates for its use. Materials and Methods: After obtaining written informed consent from all participants with T2D, the CDCESs conducted remote interviews with the patients using RoBoHoN. All participants completed a questionnaire immediately after the experiment. HbA1c was assessed at the time of the interview and two months later, and glycemic control status was categorized as either "Adequate" or "Inadequate" based on the target HbA1c levels outlined in the guidelines for adult and elderly patients with type 2 diabetes by the Japan Diabetes Society. Patients who changed their medication regimens within the two months following the interview were excluded from the study. Results: The clinical characteristics of the 28 eligible patients were as follows: 67.9 ± 14.8 years old, 23 men (69%), body mass index (24.7 ± 4.9 kg/m2), and HbA1c levels 7.16 ± 1.11% at interview and two months later. Glycemic control status (GCS) was Adequate (A) to Inadequate (I): 1 case; I to A: 7 cases; A to A good: 14 cases; I to I: 6 cases (p-value = 0.02862 by Chi-square test). Multiple regression analyses showed that Q1 (Did RoBoHoN speak clearly?) and Q7 (Was RoBoHoN's response natural?) significantly contributed to GCS, indicating that the naturalness of the responses did not impair the robot-assisted interviews. The results suggest that to improve the system in the future, it is more beneficial to focus on the content of the conversation rather than pursuing superficial naturalness in the responses. Conclusions: This study demonstrated the efficacy of a robot-assisted diabetes management system that can contribute to improved glycemic control.
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Affiliation(s)
- Kunimasa Yagi
- Department of Internal Medicine, Kanazawa Medical University Hospital, Ishikawa 920-0293, Japan
- First Department of Internal Medicine, Toyama University Hospital, Toyama 930-0152, Japan
| | - Michiko Inagaki
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Ishikawa 920-1192, Japan; (M.I.); (Y.A.); (T.H.)
| | - Yuya Asada
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Ishikawa 920-1192, Japan; (M.I.); (Y.A.); (T.H.)
| | - Mako Komatsu
- School of Informatics, Kochi University of Technology, Kochi 780-8515, Japan; (M.K.); (F.O.); (M.S.)
| | - Fuka Ogawa
- School of Informatics, Kochi University of Technology, Kochi 780-8515, Japan; (M.K.); (F.O.); (M.S.)
| | - Tomomi Horiguchi
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Ishikawa 920-1192, Japan; (M.I.); (Y.A.); (T.H.)
| | | | - Mikifumi Shikida
- School of Informatics, Kochi University of Technology, Kochi 780-8515, Japan; (M.K.); (F.O.); (M.S.)
| | - Hideki Origasa
- Data Science and AI Innovation Research Promotion Center, Institute of Statistical Mathematics, Shiga University, Shiga 525-0034, Japan;
| | - Shuichi Nishio
- Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka 565-0871, Japan;
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Mondal S, Kopalle LN, Nagendra L, Jacob J, Shaikh S, Shrestha D, Selim S, Somasundaram NP, Raza SA, Naseri MW, Bhattacharya S, Kalra S. Monitoring Endocrine Nursing in South Asia (MENSA). Indian J Endocrinol Metab 2023; 27:559-566. [PMID: 38371180 PMCID: PMC10871020 DOI: 10.4103/ijem.ijem_236_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 09/07/2023] [Accepted: 09/24/2023] [Indexed: 02/20/2024] Open
Abstract
Background South Asian countries face the colossal challenge of tackling the massive burden of diabetes and other endocrine disorders. These patients grossly outnumber the specialists trained to deal with these conditions. A trained cadre of diabetes specialist nurses (DSN) and endocrine specialist nurses (ESN) might help bridge this gap. Exploring the perception of DSN/ESN among South Asian doctors will help to understand their role, responsibilities and future prospects. Methods One hundred and seventy-four endocrinologists from South Asia participated in an online survey on their perception of DSNs and ESNs. Results Out of the 174 respondents, 61 (35%) were currently working with DSN/ESN, 79 (45.4%) had worked in the past and 131 (75.2%) were willing to start recruiting or employ additional DSN/ESN in the future. The majority considered that the primary function of DSN and ESN is to educate on diabetes (n = 86, 96.6%) and endocrine disorders (n = 34, 57.6%), respectively, followed by anthropometry and initial work-up. Only a small minority felt they could write independent follow-up prescriptions (nurse-led clinics) [DSN - 16 (18%) and ESN - 3 (5.1%)]. Graduation with a certificate course in diabetes and basic endocrinology was considered a sufficient qualification by 68 (39.1%) respondents. Endocrinologists from countries other than India were more willing to recruit ESN/DSN in the future (89.7% vs 72.4%; P < 0.03) and approve a nurse-led clinic (62.1% vs 29.7%; P < 0.03). Upon multiple logistic regression, working in countries other than India was an independent predictor of future willingness to work with DSN/ESN (odds ratio (OR): 4.48, 95% confidence interval (CI) 1.09-18.43, P = 0.03). Conclusion DSN and ESN could facilitate the management of healthcare-seekers with diabetes and endocrine disorders. A certification course to train nurses on diabetes and basic endocrine disorders following graduation could be helpful. Major hindrances in creating a regular cadre of DSN/ESN were limited opportunities for career progression and lack of additional remuneration for services.
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Affiliation(s)
- Sunetra Mondal
- Department of Endocrinology, Nil Ratan Sarkar Medical College, Kolkata, India
| | | | - Lakshmi Nagendra
- Department of Endocrinology, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Jubbin Jacob
- Department of Endocrinology, Christian Medical College and Hospital, Ludhiana, India
| | - Shehla Shaikh
- Department of Endocrinology, Saifee Hospital, Mumbai, India
| | - Dina Shrestha
- Consultant Endocrinologist, Norvic International Hospital, Kathmandu, Nepal
| | - Shahjada Selim
- Department of Endocrinology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | | | - Syed Abbas Raza
- Consultant Endocrinologist, Shaukat Khanum Cancer Hospital and Research Center, Lahore, Pakistan
| | - Mohammad Wali Naseri
- Internal Medicine, Division of Endocrinology, Metabolism and Diabetes, Kabul University of Medical Sciences, Kabul, Afghanistan
| | - Saptarshi Bhattacharya
- Department of Endocrinology, Indraprastha Apollo Hospitals, Sarita Vihar, New Delhi, India
| | - Sanjay Kalra
- Department of Endocrinology, Bharti Hospital, Karnal, India
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DiNardo MM, Greco C, Phares AD, Beyer NM, Youk AO, Obrosky DS, Morone NE, Owen JE, Saba SK, Suss SJ, Siminerio L. Effects of an integrated mindfulness intervention for veterans with diabetes distress: a randomized controlled trial. BMJ Open Diabetes Res Care 2022; 10:e002631. [PMID: 35346971 PMCID: PMC8961140 DOI: 10.1136/bmjdrc-2021-002631] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 02/27/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION US military veterans have disproportionately high rates of diabetes and diabetes-related morbidity in addition to being at risk of comorbid stress-related conditions. This study aimed to examine the effects of a technology-supported mindfulness intervention integrated into usual diabetes care and education on psychological and biobehavioral outcomes. RESEARCH DESIGN AND METHODS Veterans (N=132) with type 1 or 2 diabetes participated in this two-arm randomized controlled efficacy trial. The intervention arm received a one-session mindfulness intervention integrated into a pre-existing program of diabetes self-management education and support (DSMES) plus one booster session and 24 weeks of home practice supported by a mobile application. The control arm received one 3-hour comprehensive DSMES group session. The primary outcome was change in diabetes distress (DD). The secondary outcomes were diabetes self-care behaviors, diabetes self-efficacy, post-traumatic stress disorder (PTSD), depression, mindfulness, hemoglobin A1C (HbA1C), body weight, and blood pressure. Assessments were conducted at baseline, 12 weeks, and 24 weeks. Participant satisfaction and engagement in home practice were assessed in the intervention group at 12 and 24 weeks. RESULTS Intention-to-treat group by time analyses showed a statistically significant improvement in DD in both arms without significant intervention effect from baseline to 24 weeks. Examination of distal effects on DD between weeks 12 and 24 showed significantly greater improvement in the intervention arm. Improvement in DD was greater when baseline HbA1C was <8.5%. A significant intervention effect was also shown for general dietary behaviors. The secondary outcomes diabetes self-efficacy, PTSD, depression, and HbA1C significantly improved in both arms without significant intervention effects. Mindfulness and body weight were unchanged in either group. CONCLUSIONS A technology-supported mindfulness intervention integrated with DSMES showed stronger distal effects on DD compared with DSMES control. Examination of longer-term outcomes, underlying mechanisms, and the feasibility of virtual delivery is warranted. TRIAL REGISTRATION NUMBER NCT02928952.
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Affiliation(s)
- Monica M DiNardo
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Carol Greco
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Center for Complementary Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Angela D Phares
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Nicole M Beyer
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Ada O Youk
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - D Scott Obrosky
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Natalia E Morone
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jason E Owen
- National Center for PTSD, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Shaddy K Saba
- Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, California, USA
| | - Stephen J Suss
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Linda Siminerio
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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