| Literature DB >> 35596919 |
A Grauer1,2, A T Duran3, N A Liyanage-Don3, L M Torres-Deas3, G Metser3, N Moise3,4, I M Kronish3,4, S Ye5.
Abstract
PURPOSE: Our study examined whether telemedicine use in primary care is associated with risk factor assessment and control for patients with diabetes mellitus.Entities:
Keywords: Diabetes; Primary care; Quality of care; Telemedicine
Mesh:
Substances:
Year: 2022 PMID: 35596919 PMCID: PMC9123919 DOI: 10.1007/s40618-022-01814-6
Source DB: PubMed Journal: J Endocrinol Invest ISSN: 0391-4097 Impact factor: 5.467
Demographic and clinical characteristics of patients with diabetes mellitus by telemedicine use, without and with propensity matching
| All patients | Propensity matched | |||||
|---|---|---|---|---|---|---|
| In-person visits Only ( | Telemedicine visit ( | In-person visits Only ( | Telemedicine visit ( | |||
| ªAge | 61.3 (10.6) | 60.5 (10.7) | 0.02 | 61.1 (10.7) | 61.1 (10.7) | 0.98 |
| Sex | ||||||
| Female | 1408 (68%) | 2228 (78%) | < 0.001 | 463 (51%) | 464 (51%) | 0.96 |
| Race | ||||||
| White, non-Hispanic | 293 (23%) | 298 (8%) | < 0.001 | 146 (16%) | 151 (17%) | 0.94 |
| Hispanic, non-White | 498 (38%) | 2185 (60%) | 418 (46%) | 409 (45%) | ||
| Black | 153 (12%) | 430 (12%) | 113 (12%) | 112 (12%) | ||
| Asian, Hawaiian and Pacific Islander | 46 (4%) | 55 (2%) | 18 (2%) | 23 (3%) | ||
| Other/declined/unknown | 306 (24%) | 668 (18%) | 217 (24%) | 217 (24%) | ||
| Primary insurance | ||||||
| Commercial | 449 (35%) | 606 (17%) | < 0.001 | 270 (30%) | 260 (29%) | 0.69 |
| Medicare | 600 (46%) | 1766 (49%) | 436 (48%) | 431 (47%) | ||
| Medicaid | 247 (19%) | 1264 (35%) | 206 (23%) | 221 (24%) | ||
| Total number of visits | ||||||
| 1 | 675 (52%) | 462 (13%) | < 0.001 | 343 (38%) | 337 (37%) | 0.59 |
| 2 | 378 (29%) | 820 (23%) | 328 (36%) | 348 (38%) | ||
| 3 or more | 243 (19%) | 2354 (65%) | 241 (26%) | 227 (25%) | ||
| Medical conditions | ||||||
| Type 1 Diabetes | 58 (4%) | 131 (4%) | 0.16 | 45 (5%) | 29 (4%) | 0.06 |
| ASCVD | 183 (14%) | 491 (14%) | 0.58 | 118 (13%) | 110 (12%) | 0.57 |
| Hypertension | 758 (58%) | 2395 (66%) | < 0.001 | 545 (60%) | 545 (60%) | 1.00 |
*Age is reported as mean (standard deviation) in years
Rick factor assessment and control in patients with diabetes mellitus by telemedicine use, without and with propensity matching
| All patients | Propensity matched | |||||
|---|---|---|---|---|---|---|
| In-person visits only | Telemedicine visit | In-person visits only | Telemedicine visit | |||
| Hemoglobin A1c | ||||||
| Assessed | 701/1296 (54%) | 1411/3636 (39%) | < 0.001 | 527/912 (58%) | 245/912 (27%) | < 0.001 |
| Last HbA1c < 8% | 464/701 (66%) | 913/1411 (65%) | 0.50 | 348/527 (66%) | 165/245 (67%) | 0.72 |
| Last HbA1c, % | 7.7 (1.9) | 7.8 (1.7) | 0.56 | 7.7 (1.8) | 7.6 (1.7) | 0.70 |
| Blood pressure | ||||||
| Assessed | 1273/1296 (98%) | 3024/3636 (83%) | < 0.001 | 899/912 (99%) | 709/912 (67%) | < 0.001 |
| Last BP < 130/80 mm Hg | 391/1273 (31%) | 897/3024 (30%) | 0.49 | 275/899 (31%) | 190/709 (31%) | 0.80 |
| Last Systolic BP, mm Hg | 133 (18) | 135 (19) | 0.01 | 134 (18) | 133 (19) | 0.48 |
| Last Diastolic BP, mm Hg | 78 (9) | 79 (9) | 0.86 | 79 (9) | 78 (10) | 0.45 |
| LDL-C | ||||||
| Assessed | 598/1296 (46%) | 932/3636 (26%) | < 0.001 | 450/912 (49%) | 181/912 (20%) | < 0.001 |
| Last LDL-C < 100 mg/dL | 396/598 (66%) | 594/932 (64%) | 0.32 | 304/450 (68%) | 129/181 (71%) | 0.36 |
| Last LDL-C, mg/dL | 87 (39) | 90 (42) | 0.18 | 87 (40) | 83 (40) | 0.21 |
Values for hemoglobin A1c (HbA1c), systolic and diastolic blood pressure (BP), and low-density lipoprotein cholesterol (LDL-C) are expressed as mean (standard deviation); other values are expressed as proportions (percent)
Association of telemedicine use with risk factor assessment in propensity matched cohort of patients with diabetes mellitus
| HbA1c Assessed | BP Assessed | LDL-C Assessed | ||||
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||||
| Telemedicine use | ||||||
| In-person only | Ref | Ref | Ref | Ref | Ref | |
| Telemedicine | 0.24 (0.19–0.29) | < 0.001 | 0.02 (0.01–0.03) | < 0.001 | 0.24 (0.19–0.29) | < 0.001 |
| Age (per 10 years) | 1.05 (0.93–1.20) | 0.40 | 1.12 (0.94–1.35) | 0.19 | 1.08 (0.95–1.23) | 0.22 |
| Sex | ||||||
| Female | 1.34 (1.09–1.65) | 0.005 | 1.21 (0.89–1.66) | 0.22 | 1.34 (1.08–1.66) | 0.007 |
| Race | ||||||
| White, non-Hispanic | Ref | Ref | Ref | Ref | Ref | Ref |
| Hispanic, non-white | 0.94 (0.70–1.28) | 0.71 | 0.58 (0.36–0.95) | 0.03 | 0.61 (0.45–0.83) | 0.002 |
| Black | 0.87 (0.59–1.28) | 0.48 | 0.62 (0.33–1.15) | 0.13 | 0.73 (0.49–1.07) | 0.11 |
| Asian, Hawaiian and Pacific Islander | 0.61 (0.29–1.27) | 0.19 | 0.31 (0.11–0.91) | 0.03 | 0.62 (0.30–1.29) | 0.20 |
| Other/declined/unknown | 0.93 (0.66–1.29) | 0.65 | 0.53 (0.31–0.90) | 0.02 | 0.79 (0.56–1.10) | 0.16 |
| Primary insurance | ||||||
| Commercial | Ref | Ref | Ref | Ref | Ref | Ref |
| Medicare | 1.15 (0.87–1.52) | 0.34 | 1.56 (1.03–2.36) | 0.04 | 0.93 (0.70–1.24) | 0.64 |
| Medicaid | 1.08 (0.81–1.45) | 0.60 | 1.54 (1.02–2.31) | 0.04 | 0.71 (0.52–0.96) | 0.03 |
| Total number of visits | ||||||
| 1 | Ref | Ref | Ref | Ref | Ref | Ref |
| 2 | 2.70 (2.11–3.45) | < 0.001 | 5.06 (3.61–7.08) | < 0.001 | 2.00 (1.55–2.57) | < 0.001 |
| 3 or more | 3.91 (2.96–5.18) | < 0.001 | 14.6 (8.58–24.8) | < 0.001 | 2.44 (1.94–3.23) | < 0.001 |
| Medical conditions | ||||||
| Diabetes type 1 | 0.54 (0.31–0.96) | 0.04 | 1.79 (0.70–4.54) | 0.22 | 0.77 (0.44–1.37) | 0.38 |
| ASCVD | 1.12 (0.82–1.53) | 0.47 | 1.95 (1.10–3.46) | 0.02 | 1.24 (0.90–1.70) | 0.19 |
| Hypertension | 0.92 (0.73–1.14) | 0.44 | 1.24 (0.89–1.71) | 0.20 | 0.91 (0.72–1.15) | 0.43 |
Association of telemedicine use with risk factor control in propensity matched cohort of patients with diabetes mellitus
| ‡HbA1c < 8% | †BP < 130/80 mm/Hg | § LDL-C < 100 mg/dL | ||||
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||||
| Telemedicine use | ||||||
| In-person only | Ref | Ref | Ref | Ref | Ref | Ref |
| Telemedicine | 1.04 (0.74–1.46) | 0.23 | 1.08 (0.85–1.36) | 0.53 | 1.14 (0.76–1.72) | 0.52 |
| Age (per 10 years) | 1.29 (1.07–1.57) | 0.008 | 1.05 (0.91–1.20) | 0.51 | 1.24 (1.00–1.53) | 0.049 |
| Sex | ||||||
| Female | 1.20 (0.88–1.64) | 0.26 | 1.21 (0.97–1.52) | 0.10 | 0.70 (0.48–1.01) | 0.06 |
| Race | ||||||
| White, non-Hispanic | Ref | Ref | Ref | Ref | Ref | Ref |
| Hispanic, non-White | 0.48 (0.30–0.78) | 0.003 | 0.70 (0.51–0.97) | 0.03 | 0.44 (0.26–0.76) | 0.003 |
| Black | 0.57 (0.31–1.04) | 0.07 | 0.51 (0.33–0.79) | 0.002 | 0.40 (0.21–0.78) | 0.007 |
| Asian, Hawaiian and Pacific Islander | 0.37 (0.12–1.14) | 0.08 | 1.46 (0.69–3.07) | 0.32 | 1.04 (0.26–4.20) | 0.96 |
| Other/declined/unknown | 0.65 (0.38–1.11) | 0.12 | 0.74 (0.52–1.05) | 0.09 | 0.49 (0.28–0.88) | 0.02 |
| Primary insurance | ||||||
| Commercial | Ref | Ref | Ref | Ref | Ref | Ref |
| Medicare | 0.66 (0.43–1.03) | 0.07 | 0.96 (0.70–1.30) | 0.77 | 1.53 (0.96–2.46) | 0.08 |
| Medicaid | 0.62 (0.39–0.98) | 0.04 | 1.11 (0.80–1.53) | 0.53 | 0.95 (0.57–1.59) | 0.85 |
| Total number of visits | ||||||
| 1 | Ref | Ref | Ref | Ref | Ref | Ref |
| 2 | 1.02 (0.68–1.53) | 0.92 | 0.79 (0.60–1.04) | 0.09 | 1.39 (0.88–2.18) | 0.16 |
| 3 or more | 1.01 (0.66–1.56) | 0.95 | 0.95 (0.70–1.27) | 0.71 | 1.32 (0.81–2.16) | 0.27 |
| Medical conditions | ||||||
| Diabetes type I | 0.31 (0.12–0.85) | 0.02 | 1.67 (0.97–2.87) | 0.07 | 1.07 (0.40–2.81) | 0.90 |
| ASCVD | 0.68 (0.44–1.07) | 0.09 | 1.19 (0.86–1.66) | 0.30 | 2.41 (1.27–4.59) | 0.007 |
| Hypertension | 0.88 (0.63–1.24) | 0.48 | 0.55 (0.43–0.70) | < 0.001 | 1.28 (0.87–1.87) | 0.21 |