| Literature DB >> 30622720 |
Fang Liz Zhou1, Jason Yeaw2, Swapna U Karkare2, Mitch DeKoven2, Paulos Berhanu1, Timothy Reid3.
Abstract
OBJECTIVE: Treatment adherence and persistence are essential to achieving therapeutic goals in diabetes and may be improved by patient support programs (PSPs). The COACH Program was launched in 2015 with the goal of supporting patients with diabetes who are prescribed insulin glargine 300 U/mL (Gla-300). The study objective was to assess the program's impact on persistence and adherence with therapy among patients with type 2 diabetes. RESEARCH DESIGN AND METHODS: A retrospective 12-month analysis was conducted to compare treatment adherence and persistence in patients treated with Gla-300 who actively participated in the COACH PSP versus those who did not enroll using COACH engagement and claims data for the identification period from February 1, 2016 to July 31, 2016. COACH (n=544) and non-COACH (n=544) participants were matched on selected baseline characteristics.Entities:
Keywords: insulin treatment in type 2 diabetes; medication/treatment adherence; observational study; patient-centred communication
Year: 2018 PMID: 30622720 PMCID: PMC6307592 DOI: 10.1136/bmjdrc-2018-000593
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Figure 1Attrition diagram. Gla-300, insulin glargine 300 U/mL. aGla-300 claims in the identification period. bAfter applying inclusion/exclusion criteria listed in the text. Switcher: switching from another insulin; naïve: insulin-naïve; engagement level: amount of interaction with the COACH Program (‘2’ higher level of engagement than ’1’).
Baseline demographic and clinical characteristics of the matched patient cohorts
| COACH participants (n=544) | Non-COACH patients (n=544) | P value | |
| Age, mean (SD), years | 56.5 (9.80) | 56.5 (10.5) | |
| Age, group, years, n (%) | |||
| 18–34 | 14 (2.57) | 14 (2.57) | |
| 35–44 | 45 (8.27) | 45 (8.27) | |
| 45–54 | 149 (27.39) | 149 (27.39) | |
| 55–64 | 241 (44.30) | 241 (44.30) | |
| 65+ | 95 (17.46) | 95 (17.46) | |
| Male gender, n (%) | 281 (51.65) | 281 (51.65) | |
| Payer type, n (%) | |||
| Cash | 14 (2.57) | 14 (2.57) | NA* |
| Medicaid | 1 (0.18) | 1 (0.18) | |
| Medicare | 42 (7.72) | 42 (7.72) | |
| Third party | 487 (89.52) | 487 (89.52) | |
| Region n (%) | |||
| Northeast | 36 (6.62) | 36 (6.62) | |
| Midwest | 122 (22.43) | 122 (22.43) | |
| South | 329 (60.48) | 329 (60.48) | |
| West | 57 (10.48) | 57 (10.48) | |
| Prescriber, n (%) | |||
| Endocrinologist | 163 (29.96) | 159 (29.23) | 0.5678 |
| PCP/FP/GP/IM | 362 (66.54) | 373 (68.57) | |
| Other | 19 (3.49) | 12 (2.21) | |
| CCI score, mean (SD) | 2.1 (1.40) | 2.0 (1.40) | 0.4155 |
| Comorbidities, n (%) | |||
| Anxiety | 23 (4.23) | 35 (6.43) | 0.0961 |
| Coronary artery disease | 51 (9.38) | 59 (10.85) | 0.4042 |
| Depression | 36 (6.62) | 36 (6.62) | 1.0000 |
| Diabetic neuropathy | 79 (14.52) | 90 (16.54) | 0.3643 |
| Dyslipidemia | 279 (51.29) | 266 (48.90) | 0.4347 |
| Hypertension | 348 (63.97) | 328 (60.29) | 0.2095 |
| Renal impairment | 72 (13.24) | 58 (10.66) | 0.1936 |
| Stroke/TIA | 19 (3.49) | 24 (4.41) | 0.4233 |
| Hypoglycemia events, n (%) | 11 (2.02) | 16 (2.94) | 0.3173 |
| Total pharmacy costs,† mean (SD), US$ | 5525.20 (5908.50) | 5580.40 (6273.80) | 0.8202 |
| Total medical costs,† mean (SD), US$ | 4299.50 (13 900.20) | 4833.10 (12 564.40) | 0.4649 |
| Diabetes regimen, n (%) | |||
| Patients using OADs | 412 (75.74) | 425 (78.13) | 0.2836 |
| Biguanides | 282 (51.84) | 292 (53.68) | 0.5336 |
| DPP-4 inhibitors | 52 (9.56) | 76 (13.97) | 0.0233 |
| Fixed-dose combination OADs | 75 (13.79) | 72 (13.24) | 0.7815 |
| SGLT2 inhibitors | 109 (20.04) | 104 (19.12) | 0.6860 |
| Sulfonylureas | 171 (31.43) | 163 (29.96) | 0.5913 |
| TZDs | 33 (6.07) | 31 (5.70) | 0.7995 |
| GLP-1 RAs | 119 (21.88) | 104 (19.12) | 0.2595 |
| RAIs | 149 (27.39) | 172 (31.62) | 0.0630 |
| Number of OADs, mean (SD) | 3.8 (3.50) | 3.9 (3.80) | 0.8089 |
*P values not applicable as these variables were used for direct matching.
†6-month costs.
CCI, Charlson Comorbidity Index; DPP-4, dipeptidyl peptidase-4; FP, family practitioner; GLP-1 RA, glucagon-like peptide-1 receptor agonist; GP, general practitioner; IM, internal medicine; NA, not applicable; OAD, oral antidiabetes drug; PCP, primary care provider; RAI, rapid-acting insulin; SGLT2, sodium glucose co-transporter 2; TIA, transient ischemic attack; TZD, thiazolidinedione.
Figure 2Multivariate analysis of (A) adherence (% adherent) and (B) persistence (risk of discontinuation).
Cox proportional hazard model of discontinuation of Gla-300 among COACH participants compared with non-COACH patients (overall sample)
| Variable | Coefficient | HR | 95% CI | P value | |
| Lower limit | Upper limit | ||||
| COACH participation | −0.517 | 0.596 | 0.461 | 0.771 | <0.0001 |
| CCI score | 0.157 | 1.169 | 1.000 | 1.368 | 0.0502 |
| Physician specialization at index | |||||
| Endocrinologist | 0.556 | 1.744 | 0.621 | 4.899 | 0.2912 |
| PCP/FP/GP/IM | 0.269 | 1.309 | 0.486 | 3.525 | 0.5944 |
| Preindex hospitalization | 0.614 | 1.847 | 1.055 | 3.234 | 0.0316 |
| Rebate marker | 0.471 | 1.601 | 0.928 | 2.762 | 0.0907 |
| Preindex hypoglycemia event | 0.118 | 1.126 | 0.425 | 2.981 | 0.8115 |
| Preindex antidiabetes drug use | |||||
| Biguanides | −0.147 | 0.863 | 0.613 | 1.215 | 0.3991 |
| DPP-4 inhibitors | −0.081 | 0.922 | 0.556 | 1.530 | 0.7532 |
| Fixed-dose combination OADs | −0.267 | 0.766 | 0.461 | 1.272 | 0.3026 |
| SGLT2 inhibitors | 0.131 | 1.140 | 0.742 | 1.75 | 0.5505 |
| Sulfonylureas | −0.156 | 0.856 | 0.602 | 1.216 | 0.3843 |
| TZDs | −0.254 | 0.776 | 0.413 | 1.457 | 0.4299 |
| GLP-1 RAs | −0.653 | 0.520 | 0.343 | 0.790 | 0.0022 |
| RAIs | 0.029 | 1.030 | 0.662 | 1.602 | 0.8971 |
| Preindex comorbidities | |||||
| Anxiety | −0.783 | 0.457 | 0.208 | 1.001 | 0.0504 |
| Coronary artery disease | 0.308 | 1.361 | 0.765 | 2.422 | 0.2949 |
| Depression | 0.195 | 1.215 | 0.648 | 2.279 | 0.5435 |
| Diabetic neuropathy | −0.339 | 0.712 | 0.456 | 1.112 | 0.1354 |
| Dyslipidemia | 0.274 | 1.315 | 0.942 | 1.835 | 0.1076 |
| Hypertension | 0.020 | 1.020 | 0.722 | 1.443 | 0.9090 |
| Renal impairment | −0.095 | 0.909 | 0.513 | 1.613 | 0.7453 |
| Stroke/TIA | 0.736 | 2.087 | 0.757 | 5.755 | 0.1549 |
CCI, Charlson Comorbidity Index; DPP-4, dipeptidyl peptidase-4; FP, family practitioner; GLP-1 RA, glucagon-like peptide-1 receptor agonist; Gla-300, insulin glargine 300 U/mL; GP, general practitioner; IM, internal medicine; OAD, oral antidiabetes drug; PCP, primary care provider; RAI, rapid-acting insulin; SGLT2, sodium glucose co-transporter 2; TIA, transient ischemic attack; TZD, thiazolidinedione.