Should people with type 2 diabetes treated by multiple daily insulin injections with home health care support be switched to hybrid closed‐loop? The CLOSE AP + randomized controlled trial
Open accessAbstract
Aim: The study aim was to evaluate the feasibility, safety and efficacy of automated insulin delivery (AID) assisted by home health care (HHC) services in people with type 2 diabetes unable to manage multiple daily insulin injections (MDI) at home on their own. Patients and Methods: This was an open label, multicentre, randomized, parallel group trial. In total, 30 adults with type 2 diabetes using MDI and requiring nursing support were randomly allocated to AID or kept their usual therapy over a 12‐week period. Both treatments were managed with the support of HHC services. The primary outcome was the percentage time in the target glucose range of 70‐180 mg/dl (TIR). Secondary outcomes included other continuous glucose monitoring metrics, glycated haemoglobin (HbA1c) levels, daily insulin doses, body weight, and of quality of life scores, fear of hypoglycaemia and satisfaction questionnaires. Results: Age (69.7 vs. 69.3 years) and HbA1c (9.25 vs. 9.0) did not differ in MDI and AID at baseline. Compared with MDI, AID resulted in a significant increase in TIR by 27.4% [95% CI (15.0‐39.8); p < .001], a decrease in time above range by 27.7% and an unchanged time below range of <1%. A between‐group difference in HbA1c was 1.3% favouring AID. Neither severe hypoglycaemia nor ketoacidosis occurred in either group. Patient and caregiver satisfaction with AID was high. Conclusions: AID combined with tailored HHC services significantly improved glycaemic control with no safety issues in people with type 2 diabetes previously under an MDI regimen with HHC. AID should be considered a safe option in these people when lacking acceptable glucose control.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A recent randomized controlled trial of older adults with type 2 diabetes using multiple daily injections who were unable to manage insulin therapy on their own revealed an increase of time in range of 27% over 12 weeks of AID use in addition to tailored home health care services.
“A recent randomized controlled trial of older adults with type 2 diabetes using multiple daily injections who were unable to manage insulin therapy on their own revealed an increase of TIR of 27% over 12 weeks of AID use in addition to tailored home health care services (49).”
From 13. Older Adults: Standards of Care in Diabetes—2025 (2025) · cites this paper as [49]
A later RCT of older adults with type 2 diabetes using multiple daily injections who were unable to manage insulin therapy on their own demonstrated an increase of TIR of 27% over 12 weeks of AID use in addition to tailored home health care services.
“A later RCT of older adults with type 2 diabetes using multiple daily injections who were unable to manage insulin therapy on their own demonstrated an increase of TIR of 27% over 12 weeks of AID use in addition to tailored home health care services (54).”
From 13. Older Adults: Standards of Care in Diabetes—2026 (2026) · cites this paper as [54]
Other studies showed nonsignificant trends for lower total daily insulin dose in AID group.
“Of note, an increase in total daily insulin dose was noted in the subjects while on the AID system (249), whereas other studies have shown either nonsignificant trends for a lower total daily dose of insulin in the AID group (250) or a reduction of total daily insulin in the AID group previously using MDI (251).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [250]
A recent RCT of older adults with type 2 diabetes using MDI but unable to manage insulin on their own showed TIR increase of 27% over 12 weeks of AID plus tailored home health care.
“Finally, a recent RCT of older adults with type 2 diabetes who used MDI but were unable to manage insulin therapy on their own revealed an increase of TIR of 27% over 12 weeks of AID system use in addition to tailored home health care services (250).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [250]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Battelino, T., Danne, T., Bergenstal, R. M., Amiel, S. A., Beck, R., Biester, T., Bosi, E., Buckingham, B. A., Cefalu, W. T., Close, K. L., et al. (2019) · Diabetes Care · doi:10.2337/dci19-0028 · Cited by 4,032 · see citing works
International consensus on use of continuous glucose monitoring
Danne, T., Nimri, R., Battelino, T., Bergenstal, R. M., Close, K. L., DeVries, J. H., Garg, S., Heinemann, L., Hirsch, I., Amiel, S. A., et al. (2017) · Diabetes Care · doi:10.2337/dc17-1600 · Cited by 2,069 · see citing works
Kirkman, M. S., Briscoe, V. J., Clark, N., Florez, H., Haas, L. B., Halter, J. B., Huang, E. S., Korytkowski, M. T., Munshi, M. N., Odegard, P. S., et al. (2012) · Diabetes Care · doi:10.2337/dc12-1801 · Cited by 1,274 · see citing works
Six-Month Randomized, Multicenter Trial of Closed-Loop Control in Type 1 Diabetes
Brown, S. A., Kovatchev, B. P., Raghinaru, D., Lum, J. W., Buckingham, B. A., Kudva, Y. C., Laffel, L. M., Levy, C. J., Pinsker, J. E., Wadwa, R. P., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1907863 · Cited by 1,030 · see citing works
9. Pharmacologic Approaches to Glycemic Treatment: <i>Standards of Care in Diabetes—2023</i>
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-s009 · Cited by 851 · see citing works
9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes—2025
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Bajaj, M., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s009 · Cited by 728 · see citing works
Addition of Biphasic, Prandial, or Basal Insulin to Oral Therapy in Type 2 Diabetes
Holman, R. R., Thorne, K. I., Farmer, A. A., Davies, M. J., Keenan, J. F., Paul, S. K., & Lévy, J. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa075392 · Cited by 706 · see citing works
Phillip, M., Nimri, R., Bergenstal, R. M., Barnard-Kelly, K., Danne, T., Hovorka, R., Kovatchev, B. P., Messer, L. H., Parkin, C. G., Ambler-Osborn, L., et al. (2023) · Endocrine Reviews · doi:10.1210/endrev/bnac022 · Cited by 443 · see citing works
Bekiari, E., Kitsios, K., Thabit, H., Tauschmann, M., Athanasiadou, E., Karagiannis, T., Haidich, A.-B., Hovorka, R., & Tsapas, A. (2018) · BMJ · doi:10.1136/bmj.k1310 · Cited by 437 · see citing works
Herman, W. H., Ilag, L. L., Johnson, S. L., Martin, C. L., Sinding, J., Al Harthi, A., Plunkett, C. D., LaPorte, F. B., Burke, R., Brown, M. B., et al. (2005) · Diabetes Care · doi:10.2337/diacare.28.7.1568 · Cited by 265 · see citing works
Reznik, Y., Cohen, O., Aronson, R., Conget, I., Runzis, S., Castaneda, J., & Lee, S. W. (2014) · The Lancet · doi:10.1016/s0140-6736(14)61037-0 · Cited by 233 · see citing works
Self-citationCorrelates of Quality of Life in Older Adults With Diabetes
Laiteerapong, N., Karter, A. J., Liu, J. Y., Moffet, H. H., Sudore, R., Schillinger, D., John, P. M., & Huang, E. S. (2011) · Diabetes Care · doi:10.2337/dc10-2424 · Cited by 227 · see citing works
13. Older Adults: Standards of Care in Diabetes—2023
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D. M., Johnson, E. L., et al. (2022) · Diabetes Care · doi:10.2337/dc23-s013 · Cited by 210 · see citing works
Boughton, C. K., Tripyla, A., Hartnell, S., DALY, A. B., Herzig, D., Wilinska, M. E., Czerlau, C., Fry, A. C., Bally, L., & Hovorka, R. (2021) · Nature Medicine · doi:10.1038/s41591-021-01453-z · Cited by 126 · see citing works
Daly, A. B., Boughton, C. K., Nwokolo, M., Hartnell, S., Wilinska, M. E., Cezar, A., Evans, M. L., & Hovorka, R. (2023) · Nature Medicine · doi:10.1038/s41591-022-02144-z · Cited by 120 · see citing works
Symptom Burden of Adults with Type 2 Diabetes Across the Disease Course: Diabetes & Aging Study
Sudore, R. L., Karter, A. J., Huang, E. S., Moffet, H. H., Laiteerapong, N., Schenker, Y., Adams, A., Whitmer, R. A., Liu, J. Y., Miao, Y., et al. (2012) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2132-3 · Cited by 105 · see citing works
Bally, L., Gubler, P., Thabit, H., Hartnell, S., Ruan, Y., Wilinska, M. E., Evans, M. L., Semmo, M., Vogt, B., Coll, A. P., et al. (2019) · Kidney International · doi:10.1016/j.kint.2019.03.006 · Cited by 103 · see citing works
Pickup, J. C., Reznik, Y., & Sutton, A. J. (2017) · Diabetes Care · doi:10.2337/dc16-2201 · Cited by 93 · see citing works
Self-citationAbdelhafiz, A. H., McNicholas, E., & Sinclair, A. J. (2016) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2016.07.027 · Cited by 69 · see citing works
Davis, G. M., Peters, A. L., Bode, B. W., Carlson, A. L., Dumais, B., Vienneau, T. E., Huyett, L. M., & Ly, T. T. (2023) · Diabetes Care · doi:10.2337/dc22-1915 · Cited by 69 · see citing works
Aronson, R., Reznik, Y., Conget, I., Castañeda, J., Runzis, S., Lee, S., Cohen, O., & for the OpT2mise Study Group (2016) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12642 · Cited by 64 · see citing works
Self-citationLevy, C. J., Raghinaru, D., Kudva, Y. C., Pandit, K., Blevins, T., Casaubon, L., Desjardins, D., Levister, C. M., O’Malley, G., Reid, C., et al. (2024) · Clinical Diabetes · doi:10.2337/cd23-0025 · Cited by 37 · see citing works
Jendle, J., & Reznik, Y. (2023) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.15087 · Cited by 26 · see citing works
Self-citationChallenges of Diabetes Care in Older People With Type 2 Diabetes and the Role of Basal Insulin
Cersósimo, E., Lee, P., & Pandya, N. (2019) · Clinical Diabetes · doi:10.2337/cd18-0074 · Cited by 21 · see citing works
Morera, J., Joubert, M., Morello, R., Rod, A., Lireux, B., & Reznik, Y. (2016) · Diabetes Care · doi:10.2337/dc16-0287 · Cited by 20 · see citing works
Self-citationLangerman, C., Forbes, A., & Robert, G. (2022) · Primary care diabetes · doi:10.1016/j.pcd.2022.08.008 · Cited by 20 · see citing works
Schliess, F., Heise, T., Benesch, C., Mianowska, B., Stegbauer, C., Broge, B., Gillard, P., Binkley, G., Crône, V., Carlier, S., et al. (2018) · Journal of Diabetes Science and Technology · doi:10.1177/1932296818803588 · Cited by 17 · see citing works
Self-citationHomecare : The need for Cooperative Information Systems
Beuscart, R., Bricon-Souf, N., Brunetaud, J. M., Watbled, L., Alao, O., & Bennani, N. (2004) · Studies in health technology and informatics · doi:10.3233/978-1-60750-949-3-1343 · Cited by 12 · see citing works
Closed-Loop Insulin for Glycemic Control in Noncritical Care
Bally, L., Thabit, H., & Hovorka, R. (2018) · New England Journal of Medicine · doi:10.1056/nejmc1811995 · Cited by 11 · see citing works
Autonomy of Patients With Type 2 Diabetes With an Insulin Pump Device
Reznik, Y., Morello, R., Zenia, A., Morera, J., Rod, A., & Joubert, M. (2014) · Journal of Diabetes Science and Technology · doi:10.1177/1932296814533171 · Cited by 6 · see citing works
Self-citation
Flagged first, then by citations
2 of the 32 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- IDF Atlas 10th edition 2021. https://diabetesatlas.org/ Last accessed 28 Dec 2022.
- Weissberg-Bechell J, Antisdel-Lomaglio J, Seshadri R. Insulin pump therapy: a meta-analysis. Diabetes Care. 2003;26(4):1079-1087. doi: 10.2337/diacare.26.4.107 · DOI
Cited by
Sorted by citations
7. Diabetes Technology: Standards of Care in Diabetes—2025
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s007 · Cited by 348 · see citing works
13. Older Adults: Standards of Care in Diabetes—2025
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s013 · Cited by 209 · see citing works
13. Older Adults: Standards of Care in Diabetes—2026
American Diabetes Association Professional Practice Committee for Diabetes*, Bajaj, M., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Briggs Early, K., ChallaSivaKanaka, S., et al. (2026) · Diabetes Care · doi:10.2337/dc26-s013 · Cited by 87 · see citing works
A Randomized Trial of Automated Insulin Delivery in Type 2 Diabetes.
Kudva, Y. C., Raghinaru, D., Lum, J. W., Graham, T. E., Liljenquist, D., Spanakis, E. K., Pasquel, F. J., Ahmann, A., Ahn, D. T., Aleppo, G., et al. (2025) · New England Journal of Medicine · doi:10.1056/nejmoa2415948 · Cited by 83 · see citing works
Automated Insulin Delivery in Adults With Type 2 Diabetes
Pasquel, F. J., Davis, G. M., Huffman, D. M., Peters, A. L., Parker, J. C., Laffel, L. M., Romeo, G. R., Mathew, J. T., CASTORINO, K. N., Kruger, D. F., et al. (2025) · JAMA Network Open · doi:10.1001/jamanetworkopen.2024.59348 · Cited by 48 · see citing works
Borel, A.-L., Lablanche, S., Waterlot, C., Joffray, E., Barra, C., Arnol, N., Amougay, H., & Benhamou, P.-Y. (2024) · Diabetes Care · doi:10.2337/dc24-0623 · Cited by 43 · see citing works
Closed-loop systems: recent advancements and lived experiences
Kadiyala, N., Hovorka, R., & Boughton, C. K. (2024) · Expert Review of Medical Devices · doi:10.1080/17434440.2024.2406901 · Cited by 29 · see citing works
The use of technology in type 2 diabetes and prediabetes: a narrative review
Liarakos, A. L., Lim, J. Z. M., Leelarathna, L., & Wilmot, E. G. (2024) · Diabetologia · doi:10.1007/s00125-024-06203-7 · Cited by 20 · see citing works
The Future of Automated Insulin Delivery Systems
Hughes, M. S., & Levy, C. J. (2025) · Endocrine Practice · doi:10.1016/j.eprac.2025.05.752 · Cited by 18 · see citing works
Davis, G. M., Peters, A. L., Bode, B. W., Carlson, A. L., Dumais, B., Vienneau, T. E., Huyett, L. M., & Ly, T. T. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15993 · Cited by 12 · see citing works
Hespanhol, L. C., Agarwal, S., Carvalhal, G., Bisneto, O. I. D. M., Chagas, G. C. L., Galindo, R. J., & Abreu, M. (2026) · Diabetes Care · doi:10.2337/dc25-2435 · Cited by 10 · see citing works
Chien, A., Shin, J., Liu, M., Arrieta, A., Cordero, T. L., Swensen, A. R., & Vigersky, R. A. (2025) · Diabetes Technology & Therapeutics · doi:10.1177/15209156251376654 · Cited by 11 · see citing works
Renard, É., Tubiana‐Rufi, N., Chaillous, L., Bonnemaison, É., Hanaire, H. P., Bismuth, É., Joubert, M., Coutant, R., Schaepelynck, P., Beltrand, J., et al. (2024) · Médecine des Maladies Métaboliques · doi:10.1016/j.mmm.2024.04.002 · Cited by 7 · see citing works
Self-citationBismuth, É., Joubert, M., Renard, É., Tubiana‐Rufi, N., Chaillous, L., Bonnemaison, É., Hanaire, H. P., Coutant, R., Schaepelynck, P., Beltrand, J., et al. (2025) · Diabetes & Metabolism · doi:10.1016/j.diabet.2025.101637 · Cited by 7 · see citing works
Self-citationPouwer, F., Ehrmann, D., Strandberg, R. B., Ismail, K., Aalders, J., Rutters, F., de Wit, M., Speight, J., Iversen, M. M., & Holt, R. I. G. (2026) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(25)00397-3 · Cited by 7 · see citing works
Hamasaki, H. (2024) · Healthcare · doi:10.3390/healthcare12242530 · Cited by 6 · see citing works
A Qualitative Analysis of Provider‐Level Barriers to Prescribing Diabetes Technology
Maizel, J. L., Walker, A. F., Walls, A., Pasquel, F. J., Haller, M. J., & Bruggeman, B. (2025) · Journal of Diabetes Research · doi:10.1155/jdr/8873848 · Cited by 5 · see citing works
Molfetta, S. D., Gioia, L. D., Caruso, I., Caporusso, M., Perrini, S., Natalicchio, A., Laviola, L., & Giorgino, F. (2026) · Diabetes Obesity and Metabolism · doi:10.1111/dom.70708 · Cited by 5 · see citing works
Effectiveness and safety of automated insulin delivery in type 2 diabetes: a meta-analysis
Zeng, B., Jia, H., Yang, S., Zheng, J., Yang, Q., & Dou, L. (2025) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-025-02014-x · Cited by 4 · see citing works
Insulin Pumps for Individuals With Type 2 Diabetes
Brown, S. M., Romeo, G. R., & Toschi, E. (2025) · Diabetes Spectrum · doi:10.2337/dsi25-0005 · Cited by 4 · see citing works
Revolutionizing Diabetes Care: From Tech to Therapeutics
Aktürk, H. K., WATERMAN, L. A., & Cobry, E. C. (2025) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s580423 · Cited by 2 · see citing works
Bruttomesso, D., Petrie, J. R., Evans, M., Fleming, G. A., Hanaire, H. P., Holl, R. W., Sherr, J. L., Bergenstal, R. M., Heinemann, L., & Peters, A. L. (2026) · Diabetologia · doi:10.1007/s00125-025-06651-9 · Cited by 2 · see citing works
Self-citationAli, D., Bilal, A. R., Arfin, S. M. W., Sajid, M., Qureshi, S., Ahmed, R., Aminpoor, H., & Waqas, S. A. (2026) · Endocrinology Diabetes & Metabolism · doi:10.1002/edm2.70178 · Cited by 2 · see citing works
JENDLE, J. H., Nørgaard, K., Pimiä, E., Bratke, H., Mirón, A. K., & Syleouni, M. (2026) · Diabetes Obesity and Metabolism · doi:10.1111/dom.70658 · Cited by 2 · see citing works
Kamrul-Hasan, A. B. M., Pappachan, J. M., Nagendra, L., Akter, N., Jena, S., Dutta, D., & Nair, S. (2025) · World Journal of Diabetes · doi:10.4239/wjd.v16.i10.111230 · Cited by 1 · see citing works
Ethical Challenges in Automated Insulin Delivery and Emerging Diabetes Technologies
Khoury, R. E., Fagherazzi, G., & Riveline, J. (2026) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.70131 · Cited by 1 · see citing works
Self-citationSmartAdjust technology and beyond: a new era in diabetes management – a correspondence
Anjum, A. F., Rusho, M. A., & Akilimali, A. (2025) · Annals of Medicine and Surgery · doi:10.1097/ms9.0000000000002990
Traitement technologique du diabète : type 1 et type 2, même combat ?
Benhamou, P. (2025) · Médecine des Maladies Métaboliques · doi:10.1016/j.mmm.2025.03.001
Boucles fermées chez la personne âgée : promesse technologique ou défi gériatrique ?
Charbit, J., & Meyer, L. (2025) · Médecine des Maladies Métaboliques · doi:10.1016/j.mmm.2025.08.006
Histoire, actualités et perspectives du pancréas artificiel
Hanaire, H. P. (2025) · Bulletin de l Académie Nationale de Médecine · doi:10.1016/j.banm.2025.10.013
Self-citationMise au point sur l’utilisation de l’insulinothérapie automatisée pour traiter le diabète de type 2
Reznik, Y. (2026) · Médecine des Maladies Métaboliques · doi:10.1016/j.mmm.2026.01.011
Self-citationAutomated Insulin Delivery for Patients with Type 2 Diabetes: A Narrative Review
Kitsios, K., & Trakatelli, C. (2026) · Current Diabetes Reviews · doi:10.2174/0115733998418695251203105337
Riveline, J., Khoury, R. E., & Fagherazzi, G. (2026) · Médecine des Maladies Métaboliques · doi:10.1016/j.mmm.2026.06.001
Self-citationBenefits and Challenges of Diabetes Technology in the Older Adult
DeMarsilis, A. J., & Toschi, E. (2026) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2026.08.010
- Authors
- Reznik, Y., Carvalho, M., Fendri, S., Prevost, G., Chaillous, L., Riveline, J. P., Hanaire, H., Dubois, S., Houéto, P., Pasche, H., Mianowska, B., & Renard, E.
- Affiliations
- Centre Hospitalier Universitaire de Caen Normandie (FR)
- Diabetology Department Vert Coteau Clinic Marseille France
- Centre Hospitalier Universitaire Amiens-Picardie (FR)
- Normandie Univ, UNIROUEN, Inserm U1239, CHU Rouen, Department of Endocrinology Diabetes and metabolic diseases and Inserm CIC‐CRB 140 Rouen France
- Centre Hospitalier Universitaire de Nantes (FR)
- Hôpital Necker-Enfants Malades (FR)
- Centre Hospitalier Universitaire de Toulouse (FR)
- Diabetology Department Angers University Hospital Angers France
- Air Liquide (France) (FR)
- Medical University of Lodz (PL)
- Department of Endocrinology and Diabetes, Montpellier University Hospital, Montpellier, France and Institute of Functional Genomics University of Montpellier, CNRS, INSERM Montpellier France
- Corresponding author
- Reznik, Yves
- Venue
- Diabetes, Obesity and Metabolism
- Publisher
- Wiley
- Published
- 2023-11-03
- Volume
- 26
- Issue
- 2
- Pages
- 622-630
- ISSN
- 1462-8902 (ISSN-L)
- 1463-1326
- OpenAlex
- W4388293974
- Cited by
- 34
- References
- 32
- Citations by year
- 2026: 11 · 2025: 15 · 2024: 8
- FWCI
- 6.93
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Obesity and Metabolism (publishedVersion)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Funders
- H2020 European Institute of Innovation and Technology
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- type 2 diabetes, multiple daily insulin injections, artificial pancreas, hybrid closed-loop insulin pump, home health care, glycemic control, time in range, HbA1c, hypoglycemia, patient satisfaction, nursing support
- MeSH terms
- Adult, Blood Glucose, Diabetes Mellitus, Type 1, Diabetes Mellitus, Type 2, Glycated Hemoglobin, Home Care Services, Humans, Hypoglycemia, Hypoglycemic Agents, Insulin, Insulin Infusion Systems, Quality of Life, Blood Glucose Self-Monitoring, Treatment Outcome, Insulin, Regular, Human
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review