| Literature DB >> 35524476 |
Yukiko Onishi1, Rieko Ichihashi1, Yoko Yoshida1, Tazu Tahara1, Takako Kikuchi1, Toshiko Kobori1, Tetsuya Kubota1, Masahiko Iwamoto1, Shoko Hamano1, Masato Kasuga1.
Abstract
AIMS/Entities:
Keywords: COVID-19 pandemic; Diabetes; Telemedicine
Mesh:
Substances:
Year: 2022 PMID: 35524476 PMCID: PMC9348048 DOI: 10.1111/jdi.13826
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 3.681
Figure 1(a) Clinic follow‐up status of diabetes patients 13 weeks before the coronavirus disease 2019 pandemic state of emergency (pre‐period; 7 January to 6 April 2020), during the state of emergency period (inter‐period; 7 April to 25 May 2020) and 13 weeks after the state of emergency period (post‐period; 26 May to 24August 2020). There were 3,713 patients who visited our clinic during the pre‐period. Among them, 843 did not visit during the inter‐period, but 648 visited during the post‐period, whereas 195 did not. Among the initial 3,713 patients, 1,577 utilized only telemedicine after their pre‐visit, and 1,424 visited during the post‐period, whereas 152 did not. Among the initial 3,713 patients, 1,051 had only clinic visits during the inter‐period, and 1,026 visited during the post‐period, whereas 25 did not. Finally, among the initial 3,713 patients, 243 had both clinic visits and telemedicine, and 235 visited during the post‐period, whereas eight did not. Those 3,333 patients who visited both during the pre‐ and post‐periods comprised the analytic cohort of the year 2020. (b) Clinic follow‐up status of diabetes patients during the pre‐period of 2019 (6 January to 6 April 2019), inter‐period (7 April to 25 May 2019) and post‐period (26 May to 24 August 2019). There were 3,943 patients who visited our clinic during the pre‐period. Among them, 849 did not visit during the inter‐period, but 622 visited during the post‐period, whereas 227 did not. Of the initial 3,943 patients, 3094 visited the clinic during the inter‐period, and 2,986 visited during the post‐period, whereas 108 did not. Those 3,608 patients who visited both during the pre and post‐periods comprised the analytic cohort of year 2019.
Characteristics of study participants of 2020 and 2019
| Characteristics | 2020 ( | 2019 ( |
|
|---|---|---|---|
| Pre‐period | |||
| Age (years) | 68.7 (59.0, 75.5) | 68.5 (59.0, 75.3) | 0.53 |
| Male sex | 2,609 (78.3) | 2,786 (77.2) | 0.29 |
| Type 2 diabetes | 3,141 (94.2) | 3,393 (94.0) | 0.73 |
| Pre‐BMI (kg/m2) | 24.5 (4.0) | 24.5 (4.0) | 0.94 |
| Pre‐HbA1c | 7.3 (1.0) | 7.4 (1.0) | 0.002 |
| Visiting state during inter‐period | |||
| No visit nor telemedicine | 648 (19.4) | 622 (17.2) | 0.018 |
| Only clinic visit | 1,026 (30.8) | 2,986 (82.8) | <0.001 |
| Only telemedicine | 1,424 (42.7) | NA | |
| Both clinic visit and telemedicine | 235 (7.1) | NA | |
| Average no. days between clinic visits | 84 (58, 112) | 45.5 (32.4, 63) | <0.001 |
| Average no. days between clinic visits and/or telemedicine | 56 (40, 65) | 45.5 (32.4, 63) | <0.001 |
| Post‐period and change from pre‐period | |||
| Post‐BMI | 24.6 (4.0) | 24.5 (4.0) | 0.31 |
| Post‐HbA1c | 7.2 (1.0) | 7.2 (0.9) | 0.43 |
| ΔBMI (kg/m2) | 0.01 (0.6) | −0.08 (0.5) | <0.001 |
| ΔHbA1c | −0.1 (0.6) | −0.2 (0.6) | <0.001 |
Data are median (quartile 1, quartile 3), mean (standard deviation) or number (%).
BMI, body mass index; HbA1c, glycated hemoglobin.
Multiple linear regression analysis of glycated hemoglobin at post‐period in 2020 and 2019
| Independent variables in the model | β | β’ |
| Model |
|---|---|---|---|---|
| ( | ||||
| Year 2020 | 0.039 | 0.020 | 0.003 | |
| Pre‐HbA1c | 0.776 | 0.808 | <0.001 | 0.667 |
| Pre‐BMI | 0.011 | 0.047 | <0.001 | |
Model adjusted for age, gender, and type of diabetes. β, regression coefficient; β’, standardized regression coefficient. BMI, body mass index; HbA1c, glycated hemoglobin.
Multiple linear regression analysis of glycated hemoglobin at post period in 2020 and 2019
| Independent variables in the model | β | β’ |
| Model | β | β’ |
| Model |
|---|---|---|---|---|---|---|---|---|
| Participants with pre‐HbA1c ≥7.0% | Year 2020 ( | Year 2019 ( | ||||||
| No clinic visit nor telemedicine | ||||||||
| Telemedicine only | −0.136 | −0.074 | 0.001 | N/A | N/A | N/A | ||
| Clinic visit only | −0.221 | −0.115 | <0.001 | −0.129 | −0.050 | 0.001 | ||
| Telemedicine and clinic visit | −0.223 | −0.066 | <0.001 | N/A | N/A | N/A | ||
| Pre‐HbA1c | 0.759 | 0.697 | <0.001 | 0.509 | 0.700 | 0.707 | <0.001 | 0.520 |
| Pre‐BMI | 0.021 | 0.095 | <0.001 | 0.011 | 0.047 | 0.003 | ||
| Age | 0.003 | 0.043 | 0.012 | 0.002 | 0.024 | 0.130 | ||
| Male sex | −0.080 | −0.038 | 0.017 | −0.048 | −0.023 | 0.118 | ||
| Type 2 diabetes | −0.045 | −0.013 | 0.423 | −0.100 | −0.029 | 0.052 | ||
β, regression coefficient; β’, standardized regression coefficient.
BMI, body mass index; HbA1c, glycated hemoglobin; N/A, not available.
Figure 2Patient selection flow for propensity score matching.
Baseline patient characteristics before and after propensity score matching (pre‐glycated hemoglobin ≥7.0%)
| Variables | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Visit type | Telemedicine ( | Clinic visit ( | Standardized difference (%) | Telemedicine ( | Clinic visit ( | Standardized difference (%) |
| Age (years) | 70.7 (61.0,76.6) | 66.4 (57.4,73.4) | 28.7 | 68.2 (57.8, 75.3) | 67.9 (59.2,74.0) | 0.2 |
| Sex (female) | 240 (27.4) | 126 (18.1) | 22.4 | 121 (19.6) | 119 (19.3) | 0.8 |
| Type 2 | 804 (91.8) | 646 (92.7) | 32.3 | 573 (92.7) | 572 (92.6) | 7.5 |
| Pre‐BMI | 24.4 (3.8) | 25.0 (4.0) | 14.5 | 24.9 (3.9) | 24.8 (3.8) | 2.6 |
| Pre‐HbA1c | 7.5 (7.2, 7.9) | 7.7 (7.3, 8.2) | 32.3 | 7.6 (7.3, 8.1) | 7.6 (7.3, 8.0) | 7.5 |
Data are median (Q1,Q3), mean (SD), or number (%).
BMI, body mass index; HbA1c, glycated hemoglobin.
Outcomes in the unmatched and propensity score‐matched groups (pre‐glycated hemoglobin ≥7.0%)
| Variables | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Visit type | Telemedicine ( | Clinic visit ( |
| Telemedicine ( | Clinic visit ( |
|
|
Post‐HbA1c | 7.4 (7.0, 7.9) | 7.5 (7.1, 8.0) | 0.008 | 7.5 (7.1, 8.0) | 7.4 (7.1, 7.9) | 0.023 |
| ΔHbA1c | −0.15 (0.59) | −0.31 (0.70) | <0.001 | −0.15 (0.64) | −0.23 (0.56) | 0.019 |
Data are median (Q1, Q3) or mean (SD), HbA1c, glycated hemoglobin.