Diabetes Interactive Diary: A New Telemedicine System Enabling Flexible Diet and Insulin Therapy While Improving Quality of Life
Open accessAbstract
OBJECTIVE: Widespread use of carbohydrate counting is limited by its complex education. In this study we compared a Diabetes Interactive Diary (DID) with standard carbohydrate counting in terms of metabolic and weight control, time required for education, quality of life, and treatment satisfaction. RESEARCH DESIGN AND METHODS: Adults with type 1 diabetes were randomly assigned to DID (group A, n = 67) or standard education (group B, n = 63) and followed for 6 months. A subgroup also completed the SF-36 Health Survey (SF-36) and World Health Organization-Diabetes Treatment Satisfaction Questionnaire (WHO-DTSQ) at each visit. RESULTS: Of 130 patients (aged 35.7 +/- 9.4 years; diabetes duration 16.5 +/- 10.5 years), 11 dropped out. Time for education was 6 h (range 2-15 h) in group A and 12 h (2.5-25 h) in group B (P = 0.07). A1C reduction was similar in both groups (group A from 8.2 +/- 0.8 to 7.8 +/- 0.8% and group B from 8.4 +/- 0.7 to 7.9 +/- 1.1%; P = 0.68). Nonsignificant differences in favor of group A were documented for fasting blood glucose and body weight. No severe hypoglycemic episode occurred. WHO-DTSQ scores increased significantly more in group A (from 26.7 +/- 4.4 to 30.3 +/- 4.5) than in group B (from 27.5 +/- 4.8 to 28.6 +/- 5.1) (P = 0.04). Role Physical, General Health, Vitality, and Role Emotional SF-36 scores improved significantly more in group A than in group B. CONCLUSIONS: DID is at least as effective as traditional carbohydrate counting education, allowing dietary freedom for a larger proportion of type 1 diabetic patients. DID is safe, requires less time for education, and is associated with lower weight gain. DID significantly improved treatment satisfaction and several quality-of-life dimensions.
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For individuals with type 1 diabetes, intensive insulin therapy using the carbohydrate counting approach can result in improved glycemia.
“For individuals with type 1 diabetes, intensive insulin therapy using the carbohydrate counting approach can result in improved glycemia and is recommended.”
From Nutrition Therapy for Adults With Diabetes or Prediabetes: A Consensus Report (2019) · cites this paper as [266]
Education on using insulin-to-carbohydrate ratios for meal planning can assist individuals with effectively modifying insulin dosing from meal to meal to improve glycemic management.
“In addition, education on using insulin-to-carbohydrate ratios for meal planning can assist individuals with effectively modifying insulin dosing from meal to meal to improve glycemic management (97,156,(180)(181)(182)(183).”
From 5. Facilitating Positive Health Behaviors and Well-being to Improve Health Outcomes:<i>Standards of Care in Diabetes—2023</i> (2023) · cites this paper as [180]
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Cites
(1992) · PubMed · Cited by 33,716 · see citing works
The MOS 36-ltem Short-Form Health Survey (SF-36): I. Conceptual Framework and Item Selection
Ware, J. E., & Sherbourne, C. D. (1992) · Medical Care · doi:10.1097/00005650-199206000-00002 · Cited by 30,033 · see citing works
McHorney, C. A., Ware, J. E., Rachel Lu, J. F., & Sherbourne, C. D. (1994) · Medical Care · doi:10.1097/00005650-199401000-00004 · Cited by 4,458 · see citing works
Standards of Medical Care in Diabetes—2008
Dora, J. M., Kramer, C. K., & Canani, L. H. S. (2008) · Diabetes Care · doi:10.2337/dc08-0109 · Cited by 1,414 · see citing works
Standards of Medical Care in Diabetes—2008
American Diabetes Association (2008) · Diabetes Care · doi:10.2337/dc08-s012 · Cited by 1,377 · see citing works
Franz, M. J., Bantle, J. P., Beebe, C. A., Brunzell, J. D., Chiasson, J.-L., Garg, A., Holzmeister, L. A., Hoogwerf, B., Mayer-Davis, E., Mooradian, A. D., et al. (2002) · Diabetes Care · doi:10.2337/diacare.25.1.148 · Cited by 1,165 · see citing works
The Italian SF-36 Health Survey
Apolone, G., & Mosconi, P. (1998) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(98)00094-8 · Cited by 1,150 · see citing works
Patient non-compliance with paper diaries
Stone, A. A., Shiffman, S., Schwartz, J. E., Broderick, J. E., & Hufford, M. R. (2002) · BMJ · doi:10.1136/bmj.324.7347.1193 · Cited by 810 · see citing works
Systematic review of studies of patient satisfaction with telemedicine
Mair, F. (2000) · BMJ · doi:10.1136/bmj.320.7248.1517 · Cited by 734 · see citing works
Amiel, S. A., Beveridge, S., Bradley, C., Gianfrancesco, C., Heller, S. R., James, P., McKeown, N., Newton, D. F., Newton, L. D., Oliver, L., et al. (2002) · Deakin Research Online (Deakin University) · Cited by 723 · see citing works
Handbook of Psychology and Diabetes
Bradley, C. (2013) · Routledge eBooks · doi:10.4324/9781315077369 · Cited by 668 · see citing works
Delahanty, L. M., & Halford, B. N. (1993) · Diabetes Care · doi:10.2337/diacare.16.11.1453 · Cited by 246 · see citing works
Farmer, A., Gibson, O. J., Tarassenko, L., & Neil, A. (2005) · Diabetic Medicine · doi:10.1111/j.1464-5491.2005.01627.x · Cited by 211 · see citing works
Using Carbohydrate Counting in Diabetes Clinical Practice
Gillespie, S. J., Kulkarni, K. D., & Daly, A. E. (1998) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(98)00206-5 · Cited by 172 · see citing works
KULKARNI, K., CASTLE, G., GREGORY, R., HOLMES, A., LEONTOS, C., POWERS, M., SNETSELAAR, L., SPLETT, P., & WYLIE-ROSETT, J. (1998) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(98)00017-0 · Cited by 158 · see citing works
Carbohydrate issues: type and amount
Wheeler, M. L., & Pi-Sunyer, F. X. (2008) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2008.01.024 · Cited by 105 · see citing works
Rossi, M. C. E., Nicolucci, A., Pellegrini, F., Bruttomesso, D., Bartolo, P. D., Marelli, G., Dal Pos, M., Galetta, M., Horwitz, D., & Vespasiani, G. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0020 · Cited by 69 · see citing works
Self-citationNicolucci, A., GIORGINO, R., Cucinotta, D., Zoppini, G., Muggeo, M., Squatrito, S., Corsi, A., Lostia, S., Pappalardo, L., Benaduce, E., et al. (2004) · PubMed · Cited by 49 · see citing works
Self-citationInsulin therapy and carbohydrate counting.
Chiesa, G. B., Piscopo, M. A., Rigamonti, A., Azzinari, A., Bettini, S., Bonfanti, R., Viscardi, M., Meschi, F., & Chiumello, G. (2005) · PubMed · Cited by 23 · see citing works
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Cited by
Sorted by citations
Standards of medical care in diabetes—2014
American Diabetes Association (2014) · Diabetes Care · doi:10.2337/dc14-s014 · Cited by 4,572 · see citing works
Nutrition Therapy for Adults With Diabetes or Prediabetes: A Consensus Report
Evert, A. B., Dennison, M., Gardner, C. D., Garvey, W. T., Lau, K. H. K., MacLeod, J., Mitri, J., Pereira, R. F., Rawlings, K., Robinson, S., et al. (2019) · Diabetes Care · doi:10.2337/dci19-0014 · Cited by 1,496 · see citing works
Hamine, S., Gerth-Guyette, E., Faulx, D., Green, B. B., & Ginsburg, A. S. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.3951 · Cited by 1,149 · see citing works
“Multimedia Appendix 2 provides an overview of the methods and outcomes o f t h e s e s t u d i e s [18,23,27,30,33,35,39,42,43,45,46,48,49,52-55,57-61,65-83].”
Nutrition therapy recommendations for the management of adults with diabetes
Evert, A. B., Boucher, J. L., Cypress, M., Dunbar, S. A., Franz, M. J., Mayer-Davis, E. J., Neumiller, J. J., Nwankwo, R., Verdi, C. L., Urbanski, P., et al. (2013) · Diabetes Care · doi:10.2337/dc13-2042 · Cited by 1,129 · see citing works
Nutrition therapy recommendations for the management of adults with diabetes
Evert, A. B., Boucher, J. L., Cypress, M., Dunbar, S. A., Franz, M. J., Mayer-Davis, E. J., Neumiller, J. J., Nwankwo, R., Verdi, C. L., Urbanski, P., et al. (2014) · Diabetes Care · doi:10.2337/dc14-s120 · Cited by 766 · see citing works
5. Lifestyle Management:<i>Standards of Medical Care in Diabetes—2019</i>
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc19-s005 · Cited by 700 · see citing works
4. Lifestyle Management: <i>Standards of Medical Care in Diabetes—2018</i>
American Diabetes Association (2018) · Diabetes Care · doi:10.2337/dc18-s004 · Cited by 563 · see citing works
Liang, X., Wang, Q., Yang, X., Cao, J., Chen, J., Mo, X., Huang, J., Wang, L., & Gu, D. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2010.03180.x · Cited by 515 · see citing works
Hou, C., Carter, B., Hewitt, J., Francisa, T., & Mayor, S. (2016) · Diabetes Care · doi:10.2337/dc16-0346 · Cited by 411 · see citing works
Shan, R., Sarkar, S., & Martin, S. S. (2019) · Diabetologia · doi:10.1007/s00125-019-4864-7 · Cited by 339 · see citing works
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D., Johnson, E. L., et al. (2023) · Diabetes Care · doi:10.2337/dc23-s005 · Cited by 362 · see citing works
American Diabetes Association Professional Practice Committee (2022) · Diabetes Care · doi:10.2337/dc22-s005 · Cited by 445 · see citing works
Wu, Y., Yao, X., Vespasiani, G., Nicolucci, A., Dong, Y., Kwong, J., Li, L., Sun, X., Tian, H., & Li, S. (2017) · JMIR mHealth and uHealth · doi:10.2196/mhealth.6522 · Cited by 283 · see citing works
Self-citationCharpentier, G., Benhamou, P.-Y., Dardari, D., Clergeot, A., Franc, S., Schaepelynck-Belicar, P., Catargi, B., Melki, V., Chaillous, L., Farret, A., et al. (2011) · Diabetes Care · doi:10.2337/dc10-1259 · Cited by 292 · see citing works
Wu, X., Guo, X., & Zhang, Z. (2019) · JMIR mHealth and uHealth · doi:10.2196/12297 · Cited by 249 · see citing works
Bonoto, B. C., de Araújo, V. E., Godói, I. P., de Lemos, L. L. P., Godman, B., Bennie, M., Diniz, L. M., & Junior, A. A. G. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.6309 · Cited by 294 · see citing works
American Diabetes Association (2017) · Diabetes Care · doi:10.2337/dc17-s007 · Cited by 281 · see citing works
What do we know about mobile applications for diabetes self-management? A review of reviews
Hood, M., Wilson, R., Corsica, J., Bradley, L., Chirinos, D., & Vivo, A. (2016) · Journal of Behavioral Medicine · doi:10.1007/s10865-016-9765-3 · Cited by 161 · see citing works
Su, D., Zhou, J., Kelley, M. S., Michaud, T. L., Siahpush, M., Kim, J., Wilson, F., Stimpson, J. P., & Pagán, J. A. (2016) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2016.04.019 · Cited by 164 · see citing works
Rapid evidence review of mobile applications for self-management of diabetes
Veazie, S., Winchell, K., Gilbert, J., Paynter, R., Ivlev, I., Eden, K. B., Nussbaum, K., Weiskopf, N., Guise, J.-M., & Helfand, M. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4410-1 · Cited by 170 · see citing works
Facilitating Healthy Coping in Patients With Diabetes: A Systematic Review
Thorpe, C. T., Fahey, L. E., Johnson, H., Deshpande, M., Thorpe, J. M., & Fisher, E. B. (2013) · The Diabetes Educator · doi:10.1177/0145721712464400 · Cited by 155 · see citing works
A systematic review of IT for diabetes self-management: Are we there yet?
El-Gayar, O., Timsina, P., Nawar, N., & Eid, W. (2013) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2013.05.006 · Cited by 148 · see citing works
Abaza, H., & Marschollek, M. (2017) · Methods of Information in Medicine · doi:10.3414/me17-05-0003 · Cited by 138 · see citing works
Baron, J., McBain, H., & Newman, S. (2012) · Journal of Diabetes Science and Technology · doi:10.1177/193229681200600524 · Cited by 123 · see citing works
Mao, Y., Lin, W., Wen, J., & Chen, G. (2020) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2020-001225 · Cited by 108 · see citing works
Lee, S. W. H., Ooi, L., & Lai, Y. K. (2017) · Frontiers in Pharmacology · doi:10.3389/fphar.2017.00330 · Cited by 117 · see citing works
The Empirical Evidence for the Telemedicine Intervention in Diabetes Management
Bashshur, R. L., Shannon, G. W., Smith, B. R., & Woodward, M. A. (2015) · Telemedicine and e-Health · doi:10.1089/tmj.2015.0029 · Cited by 102 · see citing works
Mobile Intervention Design in Diabetes: Review and Recommendations
Mulvaney, S. A., Ritterband, L. M., & Bosslet, L. (2011) · Current Diabetes Reports · doi:10.1007/s11892-011-0230-y · Cited by 92 · see citing works
Toma, T., Athanasiou, T., Harling, L., Darzi, A., & Ashrafian, H. (2014) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2014.06.008 · Cited by 85 · see citing works
Or, C. K. L., & Tao, D. (2014) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2014.01.009 · Cited by 76 · see citing works
Tao, D., & Or, C. K. (2013) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x13479701 · Cited by 68 · see citing works
Rossi, M. C. E., Nicolucci, A., Pellegrini, F., Bruttomesso, D., Bartolo, P. D., Marelli, G., Dal Pos, M., Galetta, M., Horwitz, D., & Vespasiani, G. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0020 · Cited by 69 · see citing works
Self-citationNeinstein, A., Wong, J., Look, H., Arbiter, B., Quirk, K., McCanne, S., Sun, Y., Blum, M., & Adi, S. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv104 · Cited by 66 · see citing works
Long-Term Engagement With a Mobile Self-Management System for People With Type 2 Diabetes
Tatara, N., Årsand, E., Skrøvseth, S. O., & Hartvigsen, G. (2013) · JMIR mHealth and uHealth · doi:10.2196/mhealth.2432 · Cited by 62 · see citing works
Ruiz de Adana, M. S., Alhambra-Expósito, M. R., Muñoz-Garach, A., Gonzalez-Molero, I., Colomo, N., Torres-Barea, I., Aguilar-Diosdado, M., Carral, F., Serrano, M., Martínez-Brocca, M. A., et al. (2020) · Diabetes Care · doi:10.2337/dc19-0739 · Cited by 53 · see citing works
Liu, S., Feng, W., Chhatbar, P. Y., Liu, Y., Ji, X., & Ovbiagele, B. (2017) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2017.04.050 · Cited by 44 · see citing works
Yaron, M., Sher, B., Sorek, D., Shomer, M., Levek, N., Schiller, T., Gaspar, M., Frumkin Ben-David, R., Mazor-Aronovitch, K., Tish, E., et al. (2019) · Acta Diabetologica · doi:10.1007/s00592-019-01300-1 · Cited by 29 · see citing works
Kerr, D., Messing, R., & Resch, A. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500635 · Cited by 8 · see citing works
Self-citation
- Authors
- Rossi, M. C. E., Nicolucci, A., Di Bartolo, P., Bruttomesso, D., Girelli, A., Ampudia, F. J., Kerr, D., Ceriello, A., Mayor, C. D. L. Q., Pellegrini, F., Horwitz, D., & Vespasiani, G.
- Affiliations
- Department of Clinical Pharmacology and Epidemiology, Consorzio Mario Negri Sud, Santa Maria Imbaro (CH), Italy;
- Diabetes Unit, Presidio Ospedaliero, Ravenna, Italy;
- University of Padua (IT)
- Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia (IT)
- Unit of Endocrinology, Hospital Clínico Universitario, Valencia, Spain;
- Bournemouth University (GB)
- University of Warwick (GB)
- Unit of Endocrinology, Hospital Universitario Virgen Macarena, Sevilla, Spain;
- Medical and Clinical Affairs, LifeScan, Milpitas, California;
- Diabetes Unit, Madonna del Soccorso Hospital, San Benedetto del Tronto (AP), Italy.
- Corresponding author
- Rossi, Maria C.E.
- ORCID
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2009-10-06
- Volume
- 33
- Issue
- 1
- Pages
- 109-115
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC2797954
- OpenAlex
- W2158685862
- Cited by
- 174
- References
- 22
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 13 · 2023: 3 · 2022: 5 · 2021: 12 · 2020: 12 · 2019: 15 · 2018: 15 · 2017: 14 · 2016: 14 · 2015: 9 · 2014: 14 · 2013: 18 · 2012: 6
- FWCI
- 5.82
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Diabetes Care (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- type 1 diabetes, carbohydrate counting, diabetes education, telemedicine, insulin therapy, dietary flexibility, quality of life, treatment satisfaction, glycemic control, weight gain, hypoglycemia
- MeSH terms
- Adult, Diabetes Mellitus, Type 1, Female, Humans, Hypoglycemic Agents, Insulin, Male, Middle Aged, Quality of Life, Treatment Outcome
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