| Literature DB >> 28694704 |
Susan C Bolge1, Natalia M Flores2, Shu Huang3, Jennifer Cai1.
Abstract
PURPOSE: This study describes how health care providers approach canagliflozin for the treatment of patients with type 2 diabetes mellitus (T2DM) in the real world. PATIENTS AND METHODS: An Internet-based questionnaire was completed by 101 endocrinologists, 101 primary care physicians, and 100 nurse practitioners/physician assistants (NP/PAs). Health care providers were required to have experience prescribing or managing patients using canagliflozin to be included in the study. Health care providers compared canagliflozin with other T2DM medication classes on clinical characteristics, costs, and patient satisfaction. Confidence in canagliflozin was also measured. Health care providers reported their canagliflozin prescribing experience and good candidate characteristics for treatment. Finally, providers reported on patient outcomes among those receiving canagliflozin. All variables were compared across provider type.Entities:
Keywords: SGLT2-inhibitors; diabetes; management goals; prescribing experience; real-world evidence
Year: 2017 PMID: 28694704 PMCID: PMC5491699 DOI: 10.2147/IJGM.S138583
Source DB: PubMed Journal: Int J Gen Med ISSN: 1178-7074
Characteristics of providers and practices
| Measures | Provider type
| One-way ANOVA | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Endocrinologist (N=101)
| PCP (N=101)
| NP/PA (N = 100)
| Total (N= 302)
| ||||||
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | ||
|
| |||||||||
| Years in practice | 16.30a | 7.89 | 19.53b | 6.87 | 13.72c | 7.04 | 16.53 | 7.64 | <0.001 |
|
| |||||||||
| N | % | N | % | N | % | N | % | Chi-square | |
| Provider gender | |||||||||
| Female | 19a | 18.8 | 22a | 21.8 | 74b | 74.0 | 115 | 38.1 | <0.001 |
| Provider age (years) | |||||||||
| <45 | 36a | 35.6 | 22b | 21.8 | 50c | 50.0 | 108 | 35.8 | <0.001 |
| 45–64 | 54a | 53.5 | 71b | 70.3 | 48a | 48.0 | 173 | 57.3 | |
| >65 | 7a | 6.9 | 5a,b | 5.0 | 1b | 1.0 | 13 | 4.3 | |
| Decline to answer | 4a | 4.0 | 3a | 3.0 | 1a | 1.0 | 8 | 2.6 | |
| Provider private practice setting | |||||||||
| Private solo practice | 22a,b | 21.8 | 30a | 29.7 | 15b | 15.0 | 67 | 22.2 | <0.001 |
| Private group practice | 57a | 56.4 | 61a | 60.4 | 55a | 55.0 | 173 | 57.3 | |
| Health system | 16a | 15.8 | 8a | 7.9 | 13a | 13.0 | 37 | 12.3 | |
| Other (e.g., stand-alone hospital, community center, or diabetes center) | 6a | 5.9 | 2a | 2.0 | 17b | 17.0 | 25 | 8.3 | |
Notes:
Test of independence conducted using Fisher’s exact test when counts are <5. For pairwise comparisons, refer to superscripts (e.g., a, b, c) attached to column percentages. Column percentages in the same row that do not share the same superscripts (e.g., XXa vs XXb) are significantly different at p<0.05. If the values share the same superscripts (e.g., XXa vs XXa or XXa,b vs XXa) then they are not significantly different at p<0.05.
Abbreviations: ANOVA, analysis of variance; PCP, primary care physician; NP/PA, nurse practitioners/physician assistants.
Canagliflozin/canagliflozin-metformin compared to DPP-4 inhibitor attributes for the treatment of T2DM by provider type
| Measures | Canagliflozin/canagliflozin-metformin compared to DPP-4s
| Canagliflozin/canagliflozin-metformin compared to SUs
| ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Provider type
| Chi-square | Provider type
| Chi-square | |||||||||||
| Endocrinologist | PCP | NP/PA | Endocrinologist | PCP | NP/PA | |||||||||
| N | % | N | % | N | % | N | % | N | % | N | % | |||
| More favorable | 45a | 44.6 | 26b | 25.7 | 38a,b | 38.0 | 0.089 | 41 | 40.6 | 47 | 46.5 | 49 | 49.0 | 0.106 |
| Equally favorable | 39a | 38.6 | 46a | 45.5 | 45a | 45.0 | 34 | 33.7 | 24 | 23.8 | 36 | 36.0 | ||
| Less favorable | 12a | 11.9 | 23b | 22.8 | 12a | 12.0 | 23 | 22.8 | 24 | 23.8 | 11 | 11.0 | ||
| Do not know | 5a | 5.0 | 6a | 5.9 | 5a | 5.0 | 3 | 3.0 | 6 | 5.9 | 4 | 4.0 | ||
| More favorable | 64a | 63.4 | 40b | 39.6 | 49b | 49.0 | 0.029 | 82a | 81.2 | 64b | 63.4 | 56b | 56.0 | 0.001 |
| Equally favorable | 26a | 25.7 | 37a | 36.6 | 31a | 31.0 | 11a | 10.9 | 28b | 27.7 | 24b | 24.0 | ||
| Less favorable | 6a | 5.9 | 16b | 15.8 | 10a,b | 10.0 | 6a | 5.9 | 5a | 5.0 | 9a | 9.0 | ||
| Do not know | 5a | 5.0 | 8a | 7.9 | 10a | 10.0 | 2a | 2.0 | 4a,b | 4.0 | 11b | 11.0 | ||
| More favorable | 62a | 61.4 | 44b | 43.6 | 52a,b | 52.0 | 0.065 | 79 | 78.2 | 70 | 69.3 | 72 | 72.0 | 0.653 |
| Equally favorable | 22a | 21.8 | 35b | 34.7 | 34a,b | 34.0 | 11 | 10.9 | 18 | 17.8 | 17 | 17.0 | ||
| Less favorable | 10a,b | 9.9 | 15a | 14.9 | 5b | 5.0 | 8 | 7.9 | 11 | 10.9 | 7 | 7.0 | ||
| Do not know | 7a | 6.9 | 7a | 6.9 | 9a | 9.0 | 3 | 3.0 | 2 | 2.0 | 4 | 4.0 | ||
| More favorable | 20 | 19.8 | 18 | 17.8 | 30 | 30.0 | 0.339 | 28 | 27.7 | 16 | 15.8 | 19 | 19.0 | 0.164 |
| Equally favorable | 39 | 38.6 | 40 | 39.6 | 39 | 39.0 | 11 | 10.9 | 21 | 20.8 | 19 | 19.0 | ||
| Less favorable | 29 | 28.7 | 26 | 25.7 | 19 | 19.0 | 59 | 58.4 | 57 | 56.4 | 55 | 55.0 | ||
| Do not know | 13 | 12.9 | 17 | 16.8 | 12 | 12.0 | 3 | 3.0 | 7 | 6.9 | 7 | 7.0 | ||
| More favorable | 12a | 11.9 | 18a,b | 17.8 | 23b | 23.0 | 0.064 | 76 | 75.2 | 63 | 62.4 | 63 | 63.0 | 0.231 |
| Equally favorable | 70a | 69.3 | 56b | 55.4 | 46b | 46.0 | 12 | 11.9 | 19 | 18.8 | 24 | 24.0 | ||
| Less favorable | 14a | 13.9 | 18a | 17.8 | 23a | 23.0 | 8 | 7.9 | 14 | 13.9 | 10 | 10.0 | ||
| Do not know | 5a | 5.0 | 9a | 8.9 | 8a | 8.0 | 5 | 5.0 | 5 | 5.0 | 3 | 3.0 | ||
| More favorable | 24 | 23.8 | 17 | 16.8 | 23 | 23.0 | 0.550 | 49 | 48.5 | 43 | 42.6 | 49 | 49.0 | 0.315 |
| Equally favorable | 44 | 43.6 | 52 | 51.5 | 53 | 53.0 | 31 | 30.7 | 40 | 39.6 | 40 | 40.0 | ||
| Less favorable | 25 | 24.8 | 21 | 20.8 | 16 | 16.0 | 11 | 10.9 | 13 | 12.9 | 6 | 6.0 | ||
| Do not know | 8 | 7.9 | 11 | 10.9 | 8 | 8.0 | 10 | 9.9 | 5 | 5.0 | 5 | 5.0 | ||
Notes:
Test of independence conducted using Fisher’s exact test when counts are <5. For pairwise comparisons, refer to superscripts (e.g., a, b, c) attached to column percentages. Column percentages in the same row that do not share the same superscripts (e.g., XXa vs XXb) are significantly different at p<0.05. If the values share the same superscripts (e.g., XXa vs XXa or XXa,b vs XXa) then they are not significantly different at p<0.05.
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants; T2DM, type 2 diabetes mellitus; DPP4, dipeptidyl peptidase-4; SU, sulfonylureas; HbA1c, glycosylated hemoglobin.
Confidence in canagliflozin/canagliflozin-metformin for each line of therapy
| Line of Therapy | Provider type
| Chi-square | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Endocrinologist (N=101)
| PCP (N=101)
| NP/PA (N=100)
| Total (N=302)
| ||||||
| N | % | N | % | N | % | N | % | ||
| Not at all confident | 24a | 23.8 | 20a,b | 19.8 | 13b | 13.0 | 57 | 18.9 | 0.003 |
| Slightly confident | 18a | 17.8 | 19a | 18.8 | 33b | 33.0 | 70 | 23.2 | |
| Moderately confident | 15a | 14.9 | 19a,b | 18.8 | 28b | 28.0 | 62 | 20.5 | |
| Very confident | 34a | 33.7 | 25a,b | 24.8 | 17b | 17.0 | 76 | 25.2 | |
| Extremely confident | 10a | 9.9 | 18a | 17.8 | 9a | 9.0 | 37 | 12.3 | |
| Not at all confident | 3a | 3.0 | 4a | 4.0 | 4a | 4.0 | 11 | 3.6 | 0.772 |
| Slightly confident | 14a | 13.9 | 11a | 10.9 | 9a | 9.0 | 34 | 11.3 | |
| Moderately confident | 24a | 23.8 | 30a | 29.7 | 31a | 31.0 | 85 | 28.1 | |
| Very confident | 42a | 41.6 | 32a | 31.7 | 38a | 38.0 | 112 | 37.1 | |
| Extremely confident | 18a | 17.8 | 24a | 23.8 | 18a | 18.0 | 60 | 19.9 | |
| Not at all confident | 1a | 1.0 | 1a | 1.0 | 0 | 0.0 | 2 | 0.7 | 0.149 |
| Slightly confident | 4a | 4.0 | 8a | 7.9 | 4a | 4.0 | 16 | 5.3 | |
| Moderately confident | 35a | 34.7 | 18b | 17.8 | 22b | 22.0 | 75 | 24.8 | |
| Very confident | 42a | 41.6 | 47a | 46.5 | 50a | 50.0 | 139 | 46.0 | |
| Extremely confident | 19a | 18.8 | 27a | 26.7 | 24a | 24.0 | 70 | 23.2 | |
| Not at all confident | 3a | 3.0 | 3a | 3.0 | 1a | 1.0 | 7 | 2.3 | 0.409 |
| Slightly confident | 9a | 8.9 | 5a | 5.0 | 10a | 10.0 | 24 | 7.9 | |
| Moderately confident | 29a | 28.7 | 22a,b | 21.8 | 17b | 17.0 | 68 | 22.5 | |
| Very confident | 40a | 39.6 | 44a | 43.6 | 43a | 43.0 | 127 | 42.1 | |
| Extremely confident | 20a | 19.8 | 27a | 26.7 | 29a | 29.0 | 76 | 25.2 | |
Notes:
Test of independence conducted using Fisher’s exact test when counts are <5. For pairwise comparisons, refer to superscripts (e.g., a, b, c) attached to column percentages. Column percentages in the same row that do not share the same superscripts (e.g., XXa vs XXb) are significantly different at p<0.05. If the values share the same superscripts (e.g., XXa vs XXa or XXa,b vs XXa) then they are not significantly different at p<0.05.
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants.
Prescribing by provider type for each line of therapy
| Line of therapy | Provider type
| |||||
|---|---|---|---|---|---|---|
| Endocrinologist (N=101)
| PCP (N=101)
| NP/PA (N=100)
| ||||
| Mean | SD | Mean | SD | Mean | SD | |
| SGLT2 inhibitors alone or in FDC with metformin | 5.04 | 7.61 | 5.8 | 7.21 | 5.6 | 7.96 |
| SGLT2 inhibitors alone or in FDC with metformin | 12.61 | 10.89 | 11.48 | 8.19 | 12.01 | 10.52 |
| SGLT2 inhibitors alone or in FDC with metformin | 15.68 | 13.96 | 13.76 | 11.22 | 12.73 | 10.32 |
| SGLT2 inhibitors alone or in FDC with metformin | 12.03 | 10.66 | 10.63 | 10.95 | 11.25 | 12.17 |
Notes: Sample sizes for those who prescribed SLGT2 inhibitors for first line: endocrinologist (n=62), PCP (n=65), NP/PA (n=59); line 2: endocrinologist (n=88), PCP (n=87), NP/PA (n=85); line 3: endocrinologist (n=90), PCP (n=87), NP/PA (n=86); line 4: endocrinologist (n=83), PCP (n=73), NP/PA (n=69). There were no statistically significant differences across provider type.
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants; FDC, fixed-dose combination.
Canagliflozin/canagliflozin-metformin prescribing
| Provider type
| Chi-square | ||||
|---|---|---|---|---|---|
| Endocrinologist | PCP | NP/PA | |||
| Good kidney function | 36.6 | 29.7 | 42.0 | 0.191 | |
| Good liver function | 3.0 | 4.0 | 9.0 | 0.120 | |
| No history of UTI | 19.8 | 9.9 | 13.0 | 0.120 | |
| No history of GMI | 10.9 | 7.9 | 10.0 | 0.763 | |
| Overweight or have weight concerns | 47.5 | 48.5 | 47.0 | 0.976 | |
| Blood pressure | 13.9 | 12.9 | 10.0 | 0.687 | |
| History of hypoglycemia | 19.8 | 24.8 | 16.0 | 0.301 | |
| Been on other T2DM treatments for a long time | 18.8 | 16.8 | 13.0 | 0.525 | |
| Do not want an injectable/trying to delay injectables as long as possible | 36.6 | 35.6 | 38.0 | 0.941 | |
| Insurance coverage/affordability for long-term use | 38.6 | 44.6 | 42.0 | 0.692 | |
| Willing to take a medication that is “new” to market | 7.9 | 11.9 | 10.0 | 0.642 | |
| Willing to accept or put up with frequent urination | 12.9a | 22.8a | 13.0a | 0.091 | |
| Overall treatment safety | 31.7 | 29.7 | 37.0 | 0.523 | |
| Other | 2.0 | 1.0 | 0.0 | 1.000 | |
| The treatment discussion and treatment decision maker | |||||
| Provider makes the final treatment decision | Never | 2a | 2a | 0.0 | 0.010 |
| Rarely/sometimes | 12.9a | 12.9a | 28.3b | ||
| Often/always | 85.1 a | 85.1a | 71.7b | ||
| Provider discusses treatment and then makes recommendation | Never | 1.0 | 2.0 | 1.0 | 0.897 |
| Rarely/sometimes | 9.9 | 6.9 | 7.1 | ||
| Often/always | 89.1 | 91.1 | 91.9 | ||
| Provider discusses treatment and patient makes decision | Never | 3.0 | 2.0 | 1.0 | 0.950 |
| Rarely/sometimes | 50.5 | 49.5 | 51.5 | ||
| Often/always | 46.5 | 48.5 | 47.5 | ||
| Attributes of canagliflozin/canagliflozin-metformin typically discussed when discussing as a treatment option | |||||
| Attributes typically discussed | Mechanism of action | 67.7 | 59.0 | 65.0 | 0.426 |
| Copay cards offered by manufacturer | 49.5a,b | 40a | 60b | 0.018 | |
| Dosing and administration | 59.6a | 53a | 73b | 0.012 | |
| Urge/need for frequent urination | 54.5a | 37b | 55a | 0.015 | |
| Out-of-pocket cost | 41.4 | 49.0 | 56.0 | 0.120 | |
| Insurance coverage | 47.5 | 54.0 | 59.0 | 0.263 | |
| Concomitant medication use | 29.3 | 26.0 | 39.0 | 0.120 | |
| HbA1c reduction | 75.8 | 81.0 | 79.0 | 0.661 | |
| Impact on weight | 81.8a | 63b | 77a | 0.007 | |
| Lowering of systolic blood pressure | 58.6a | 44b | 44b | 0.060 | |
| Potential rise in low-density lipoprotein (LDL) cholesterol | 26.3 | 16.0 | 24.0 | 0.185 | |
| UTI and/or GMI | 77.8a | 59.0b | 67.0a,b | 0.017 | |
| Risk of hypoglycemia | 54.5a | 36.0b | 57.0a | 0.005 | |
| Overall treatment safety | 47.5a,b | 38.0a | 56.0b | 0.039 | |
| Other | 3.0 | 1.0 3.0 | 0.641 | ||
Note:
Test of independence conducted using Fisher’s exact test when counts are <5. For pairwise comparisons, refer to superscripts (e.g., a, b, c) attached to column percentages. Column percentages in the same row that do not share the same superscripts (e.g., XXa vs XXb) are significantly different at p<0.05. If the values share the same superscripts (e.g., XXa vs XXa or XXa,b vs XXa) then they are not significantly different at p<0.05. Only includes respondents who indicated that canagliflozin/canagliflozin-metformin was included in treatment discussion: endocrinologist (n=99), PCP (n=100), NP/PA (n=100).
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants; UTI, urinary tract infection; GMI, genital mycotic infection; T2DM, type 2 diabetes mellitus; HbA1c, glycosylated hemoglobin.
Positive changes observed by provider type (categorical) when managing patients with T2DM on canagliflozin/canagliflozin-metformin
| Outcomes | Provider type
| ||
|---|---|---|---|
| Endocrinologist | PCP | NP/PA | |
| Lowering/controlling HbA1c | |||
| Never | 0.0 | 0.0 | 1.0 |
| Rarely | 1.0 | 0.0 | 0.0 |
| Sometimes | 14.9 | 17.8 | 11.0 |
| Often/always | 84.2 | 82.2 | 88.0 |
| Lowering/controlling blood pressure | |||
| Rarely | 7.9 | 6.9 | 6.0 |
| Sometimes | 43.6 | 45.5 | 43.0 |
| Often/always | 48.5 | 47.5 | 51.0 |
| Weight loss | |||
| Never | 0.0 | 0.0 | 1.0 |
| Rarely | 4.0 | 6.9 | 3.0 |
| Sometimes | 27.7 | 33.7 | 43.0 |
| Often/always | 68.3 | 59.4 | 53.0 |
| Improvement in overall quality of life | |||
| Never | 1.0 | 0.0 | 0.0 |
| Rarely | 6.9 | 7.9 | 5.0 |
| Sometimes | 39.6 | 41.6 | 45.0 |
| Often/always | 52.5 | 50.5 | 50.0 |
| Feeling emotionally better that their T2DM is being managed well | |||
| Never | 0.0 | 1.0 | 0.0 |
| Rarely | 5.0 | 6.9 | 6.0 |
| Sometimes | 46.5 | 34.7 | 33.0 |
| Often/always | 48.5 | 57.4 | 61.0 |
| Behaving positively by adhering to treatment and/or follow-up visits | |||
| Never | 1.0 | 1.0 | 0.0 |
| Rarely | 5.9 | 5.0 | 4.0 |
| Sometimes | 38.6 | 37.6 | 33.0 |
| Often/always | 54.5 | 56.4 | 63.0 |
| Behaving positively by making changes to diet and exercise | |||
| Never | 1.0 | 0.0 | 0.0 |
| Rarely | 9.9 | 9.9 | 9.0 |
| Sometimes | 39.6 | 41.6 | 43.0 |
| Often/always | 49.5 | 48.5 | 48.0 |
| Having a hopeful outlook for managing T2DM | |||
| Never | 1.0 | 0.0 | 0.0 |
| Rarely | 3.0 | 2.0 | 6.0 |
| Sometimes | 41.6 | 40.6 | 37.0 |
| Often/always | 54.5 | 57.4 | 57.0 |
Note: There were no statistically significant differences across provider type.
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants; T2DM, type 2 diabetes mellitus; HbA1c, glycosylated hemoglobin.
Patient characteristics by provider type
| Patient characteristics | Provider type
| One-way ANOVA | |||||
|---|---|---|---|---|---|---|---|
| Endocrinologist | PCP | NP/PA | |||||
| Mean | SD | Mean | SD | Mean | SD | ||
| Age (% of patients, years) | |||||||
| <18 | 2.46a | 4.27 | 2.98a | 5.29 | 3.00a | 4.38 | 0.644 |
| 18–44 | 21.83a,b | 9.29 | 20.03a | 12.2 | 23.60b | 11.03 | 0.069 |
| 45–64 | 35.62a | 11.89 | 35.93a | 13.84 | 37.19a | 12.28 | 0.652 |
| 65–74 | 25.01a | 8.94 | 26.30a | 12.75 | 24.81a | 13.3 | 0.625 |
| ≥75 | 15.08a | 8.13 | 14.76a | 11.04 | 11.40b | 11.54 | 0.021 |
| Ethnicity (% of patients) | |||||||
| White | 60.41a | 21.32 | 59.72a | 26.83 | 46.80b | 23.08 | <0.001 |
| Black or African American | 16.93a | 11.81 | 17.61a | 14.82 | 24.17b | 16.73 | 0.001 |
| Hispanic or Latino | 12.89a | 10.45 | 13.75a | 15.35 | 18.79b | 15.81 | 0.006 |
| Asian | 7.01a | 7.72 | 6.96a | 11.38 | 5.91a | 5.93 | 0.597 |
| Other (mixed racial background, native American, etc.) | 2.76a,b | 5.3 | 1.95a | 4.69 | 4.33b | 11.03 | 0.078 |
| Insurance (% of patients) | |||||||
| Commercial | 56.16a | 18.43 | 52.34a | 19.13 | 43.61b | 20.2 | <0.001 |
| Medicaid | 10.10a | 10.38 | 11.28a | 11.15 | 19.17b | 18.29 | <0.001 |
| Medicare | 29.92a | 13.69 | 29.76a | 15.77 | 32.76a | 14.18 | 0.262 |
| Uninsured | 3.65a | 4.4 | 6.93b | 8.96 | 6.78b | 6.82 | 0.001 |
| Other | 1.36a | 10.09 | 0.11a | 0.65 | 0.78a | 6.57 | 0.445 |
| HbA1c level (% of patients) | |||||||
| <7.0 | 34.80a | 20.53 | 41.33b | 21.57 | 30.97a | 19.45 | 0.002 |
| 7.0–7.9 | 28.06a | 11.57 | 29.82a,b | 12.63 | 31.60b | 12.71 | 0.127 |
| 8.0–9.0 | 22.15a | 12.37 | 18.04b | 11 | 23.06a | 11.24 | 0.005 |
| >9.0 | 14.99a | 8.92 | 10.81b | 8.01 | 14.37a | 9.11 | 0.001 |
|
| |||||||
|
| |||||||
| Patient’s education level | |||||||
| High School or less | 35a | 34.70 | 37a,b | 36.60 | 49b | 49.00 | 0.083 |
| College or more | 41a | 40.60 | 40a | 39.60 | 24b | 24.00 | |
| Do not know | 25a | 24.80 | 24a | 23.80 | 27a | 27.00 | |
Notes: For pairwise comparisons, refer to superscripts (e.g., a, b, c) attached to column means. Column means in the same row that do not share the same superscripts (e.g., XXa vs XXb) are significantly different at p<0.05. If the values share the same superscripts (e.g., XXa vs XXa or XXa,b vs XXa) then they are not significantly different at p<0.05.
Abbreviations: PCP, primary care physician; NP/PA, nurse practitioners/physician assistants; ANOVA, analysis of variance; HbA1c, glycosylated hemoglobin.