Back

Videographic Analysis of an Intervention to Improve Patient-Centered Care for People Living with Type 2 Diabetes: the QBSAFE Randomized Trial

Montori, V.; Larios, F.; Bandi, S. S. S.; Proano, A. C.; Guevara, K.; Vilatuna, L.; Bagewadi, S.; van Gastel, A.; Branda, M.; Camp, A.; Montosa, M.; McCoy, R.; Montori, V. M.; Lipska, K. J.

2026-02-09 endocrinology
10.64898/2026.02.06.26345767 medRxiv
Show abstract

BackgroundThe self-management of type 2 diabetes (T2D) typically requires enacting various lifestyle changes, which can challenge people living with T2D. Clinical encounters between people with T2D and their clinicians, however, are often focused on metabolic management, leaving less time available for other self-management topics. The QBSAFE cards help patients articulate aspects of their experience with diabetes and prioritize issues for discussion. MethodsThis report details secondary outcomes of a randomized controlled trial; primary outcomes are reported elsewhere. All data was collected at Fair Haven Community Health Care, a federally qualified primary care clinic. 11 clinicians were randomly assigned to provide either usual care or usual care with QBSAFE cards to 155 of their patients with type 2 diabetes and hemoglobin A1c >8%. All patient encounters were video recorded for analysis. Patients and clinicians were not blinded to arm allocation but were kept unaware of the specific aims of the trial. Encounter video reviewers were blinded to arm allocation, but not to specific aims of the trial. The outcomes of interest for this report were the extent to which the QBSAFE cards were used as intended, their effect on the topics of discussion, and whether they enabled clinicians to notice and respond to each patients situation; comparisons between arms were conducted by a linear mixed model with fixed effect of arm and cluster effect of clinician, analyzed in both intent-to-treat and per-protocol populations. Findings12 patients were excluded post-randomization (A1c <8%). Of 143 eligible patients, 137 encounters (65 in the usual care arm, 72 in QBSAFE) yielded evaluable videos. QBSAFE was used as intended in 61 (85%) QBSAFE arm encounters. Conversations about burden of treatment related to non-pharmacological interventions (17 vs 33, p= 0{middle dot}04) and taking medications (11 vs 33, p= 0{middle dot}0008) and about the patients challenging environment (2 vs 10, p= 0{middle dot}04) were more prevalent in the QBSAFE group. There was no difference in the rate of conversations about metabolic management or of new care plans as a result of conversations between groups. InterpretationWhile there was a difference in the types of conversations observed between the two study arms, this difference was small and only apparent in a few domains. Future work could aim to modify the QBSAFE cards to more effectively stimulate patient-centered discussions and to further prepare clinicians to respond to a variety of issues raised during the clinical visit. FundingThis work was supported by funding from the National Institute of Diabetes and Digestive and Kidney Diseases (R01DK129616).

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Journal of General Internal Medicine
20 papers in training set
Top 0.1%
14.2%
2
BMJ Open
554 papers in training set
Top 2%
10.0%
3
BMJ Open Diabetes Research & Care
15 papers in training set
Top 0.1%
9.1%
4
Pilot and Feasibility Studies
12 papers in training set
Top 0.1%
8.3%
5
PLOS ONE
4510 papers in training set
Top 29%
6.3%
6
BMJ
49 papers in training set
Top 0.2%
4.8%
50% of probability mass above
7
Pharmacoepidemiology and Drug Safety
13 papers in training set
Top 0.1%
4.3%
8
British Journal of General Practice
22 papers in training set
Top 0.1%
4.3%
9
Journal of the American Medical Informatics Association
61 papers in training set
Top 0.7%
3.9%
10
Diabetes, Obesity and Metabolism
17 papers in training set
Top 0.1%
3.6%
11
The Journal of Pediatrics
15 papers in training set
Top 0.3%
2.3%
12
JMIR Research Protocols
18 papers in training set
Top 0.5%
1.9%
13
Frontiers in Endocrinology
53 papers in training set
Top 1%
1.8%
14
Archives of Disease in Childhood
15 papers in training set
Top 0.3%
1.5%
15
JAMIA Open
37 papers in training set
Top 0.9%
1.5%
16
JMIR Public Health and Surveillance
45 papers in training set
Top 3%
1.2%
17
Diabetes Care
12 papers in training set
Top 0.2%
1.2%
18
Trials
25 papers in training set
Top 1%
0.9%
19
Diabetologia
36 papers in training set
Top 0.8%
0.9%
20
Nature Communications
4913 papers in training set
Top 61%
0.8%
21
JAMA Network Open
127 papers in training set
Top 4%
0.7%
22
The Journal of Clinical Endocrinology & Metabolism
35 papers in training set
Top 1%
0.7%
23
Journal of Psychosomatic Research
11 papers in training set
Top 0.3%
0.7%
24
PLOS Global Public Health
293 papers in training set
Top 6%
0.7%
25
Journal of Medical Internet Research
85 papers in training set
Top 5%
0.7%
26
Frontiers in Pharmacology
100 papers in training set
Top 5%
0.6%
27
Scientific Reports
3102 papers in training set
Top 78%
0.6%